titles
sequencelengths 1
2
| url
stringclasses 222
values | location
stringlengths 59
197
| vector
sequencelengths 384
384
| tag
stringclasses 8
values | text
stringlengths 1
961
| sections
sequencelengths 1
3
| id
int64 0
18.8k
|
|---|---|---|---|---|---|---|---|
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
0.021536795422434807,
-0.043615490198135376,
-0.08224847912788391,
0.028540104627609253,
0.008547911420464516,
-0.05169139429926872,
-0.10522284358739853,
-0.004813072737306356,
-0.030510583892464638,
0.012801147066056728,
0.043597057461738586,
0.06459574401378632,
0.012967918068170547,
-0.047425128519535065,
-0.05639239400625229,
0.0065075913444161415,
0.09580328315496445,
-0.038537509739398956,
-0.05535136163234711,
-0.03143828734755516,
-0.06026126816868782,
-0.07018472254276276,
-0.004433221183717251,
-0.08810136467218399,
0.0534982793033123,
0.002026462461799383,
-0.04234325513243675,
-0.04637575149536133,
0.024214359000325203,
-0.04223855212330818,
0.009303407743573189,
0.03663502633571625,
0.02715248614549637,
0.06695608794689178,
0.09238091111183167,
0.07144725322723389,
0.0063914102502167225,
0.03944268450140953,
-0.05425359681248665,
-0.03664010390639305,
0.109149269759655,
0.06517291069030762,
-0.05269063636660576,
0.08909255266189575,
0.023566747084259987,
-0.02906019426882267,
-0.025140224024653435,
-0.07198532670736313,
0.0178618673235178,
-0.01397787407040596,
-0.12048666924238205,
0.015270894393324852,
-0.026618938893079758,
0.019389018416404724,
-0.04278060048818588,
-0.028865888714790344,
0.0405801385641098,
0.004784455988556147,
-0.06848809868097305,
0.06310135126113892,
-0.06175979971885681,
-0.09376665204763412,
0.026034900918602943,
0.0072735026478767395,
0.07291489094495773,
-0.016358263790607452,
0.015086852945387363,
0.02265084534883499,
0.07965756952762604,
-0.045998428016901016,
-0.08528225868940353,
0.06697766482830048,
-0.11384940892457962,
0.0679013803601265,
-0.08902159333229065,
-0.010987355373799801,
0.03258657082915306,
-0.04674301669001579,
0.0012102421605959535,
-0.09140381217002869,
-0.023701755329966545,
-0.014837129041552544,
0.04285048693418503,
-0.08218730986118317,
0.03167688846588135,
-0.04467855766415596,
0.05187789723277092,
0.015048747882246971,
-0.06895770132541656,
0.028496790677309036,
0.019628150388598442,
0.00987246260046959,
0.07002805918455124,
-0.008680329658091068,
0.013861393555998802,
0.07313628494739532,
0.04115409031510353,
0.05844081565737724,
0.04430689662694931,
-0.027237676084041595,
0.03561035171151161,
0.06987659633159637,
0.028050798922777176,
0.054177459329366684,
-0.07435042411088943,
-0.10013540834188461,
0.07715702056884766,
0.03610222786664963,
-0.05995709076523781,
-0.04457776993513107,
-0.02071073278784752,
0.008830132894217968,
0.016771627590060234,
-0.04186230152845383,
-0.00890527106821537,
-0.06791044026613235,
0.0009130776743404567,
-0.01941392943263054,
-0.05173859745264053,
0.07750044763088226,
-0.008675884455442429,
0.02057456411421299,
-0.010629483498632908,
-0.043237973004579544,
-0.05579670891165733,
-0.02849663235247135,
-0.002843148075044155,
-1.8887527314905732e-33,
0.008903510868549347,
-0.0673270896077156,
-0.020139575004577637,
-0.0261702761054039,
0.023991135880351067,
0.026910830289125443,
-0.010147539898753166,
0.03726889565587044,
-0.06588176637887955,
0.02616163343191147,
-0.06551717221736908,
-0.05444240942597389,
-0.003970045130699873,
0.08361838012933731,
0.005926577840000391,
-0.045823834836483,
0.026883842423558235,
0.10117833316326141,
-0.0066214147955179214,
-0.038699571043252945,
0.06413038820028305,
-0.046435773372650146,
-0.008654778823256493,
-0.01359160989522934,
-0.030561616644263268,
-0.04437287524342537,
0.049240753054618835,
-0.0054503437131643295,
0.02406301535665989,
0.0051752617582678795,
-0.08464445173740387,
-0.02240229770541191,
-0.04199056327342987,
0.006193650886416435,
0.07644595205783844,
0.0021175071597099304,
0.030704693868756294,
-0.03613417595624924,
0.08240283280611038,
-0.052139781415462494,
-0.01839381642639637,
0.024102700874209404,
0.016420166939496994,
-0.03124166838824749,
-0.10332665592432022,
0.004595641978085041,
-0.03606865927577019,
0.029572127386927605,
-0.028891250491142273,
0.03383387625217438,
0.08003140985965729,
0.04314225912094116,
-0.0005571176297962666,
0.030624082311987877,
0.06574975699186325,
-0.009420395828783512,
0.07269952446222305,
-0.03460805118083954,
0.09669703245162964,
0.09429335594177246,
-0.09484279155731201,
-0.013943605124950409,
-0.0406925193965435,
0.08770369738340378,
0.007776733487844467,
-0.016277560964226723,
0.022262049838900566,
0.0480382964015007,
0.01293263304978609,
0.037754494696855545,
0.014439448714256287,
0.046105097979307175,
0.04004707932472229,
-0.08399990200996399,
0.045539408922195435,
-0.032270535826683044,
0.016028618440032005,
-0.002223418792709708,
-0.07023079693317413,
0.052531804889440536,
0.019201986491680145,
0.0007110414444468915,
-0.09037806838750839,
-0.08160623908042908,
0.025173574686050415,
-0.08747896552085876,
-0.030130809172987938,
-0.01250237412750721,
0.02008206583559513,
-0.02856503427028656,
-0.01962035335600376,
0.044620681554079056,
-0.03194267675280571,
-0.012975399382412434,
-0.0034788125194609165,
1.6544078307495728e-33,
0.03699874505400658,
-0.0036648244131356478,
0.029530728235840797,
0.09925394505262375,
0.015901120379567146,
-0.0066303955391049385,
-0.017854614183306694,
0.016505438834428787,
-0.028461800888180733,
0.022644026204943657,
-0.07455191761255264,
-0.08292602002620697,
0.006322616245597601,
-0.06830479204654694,
-0.020777860656380653,
0.020477402955293655,
0.03397240862250328,
0.01042413990944624,
0.01870826818048954,
-0.0032342318445444107,
-0.11528954654932022,
0.05914021283388138,
0.0022143677342683077,
0.11030776798725128,
0.04153416305780411,
0.035966113209724426,
-0.11008067429065704,
0.003033640095964074,
-0.006319690495729446,
-0.03531118854880333,
-0.061954058706760406,
-0.05473984777927399,
-0.10012003779411316,
-0.06649617105722427,
-0.01726766861975193,
0.02993888594210148,
0.08165565133094788,
0.0731317400932312,
-0.016167612746357918,
-0.0019947411492466927,
0.03704873099923134,
0.05320842191576958,
-0.12490182369947433,
-0.020430125296115875,
0.019257858395576477,
0.02625083550810814,
-0.08068879693746567,
-0.01710110530257225,
0.024134375154972076,
0.07269683480262756,
-0.017241789028048515,
0.030741656199097633,
0.018041126430034637,
-0.0015291200252249837,
0.08132316917181015,
-0.12327507883310318,
-0.010740538127720356,
-0.01853139139711857,
-0.04617977887392044,
-0.030764564871788025,
0.0011715951841324568,
-0.02596505545079708,
0.05205252766609192,
-0.07361170649528503,
0.01682914048433304,
0.0049187419936060905,
0.05081171169877052,
0.03897751495242119,
-0.09172137081623077,
0.022495577111840248,
0.07783952355384827,
-0.05565079301595688,
0.022050125524401665,
0.09235197305679321,
-0.08527472615242004,
-0.01657979190349579,
0.049729496240615845,
-0.0301635954529047,
0.0049772984348237514,
0.06950123608112335,
0.03247228264808655,
0.05945134162902832,
0.05777489021420479,
-0.02503853105008602,
0.02477196231484413,
0.09126053750514984,
-0.01966477371752262,
-0.013265948742628098,
0.02699904516339302,
0.04782196134328842,
-0.007573773618787527,
0.006989342626184225,
0.04226899892091751,
0.12239788472652435,
0.06429316848516464,
-2.2144419631331402e-8,
0.0011849770089611411,
-0.03303028270602226,
0.0843673124909401,
0.02489122748374939,
-0.020199330523610115,
-0.006369518581777811,
-0.0010987683199346066,
0.1347874402999878,
0.060680486261844635,
-0.020304113626480103,
0.1107577532529831,
-0.0774308517575264,
-0.04852203652262688,
-0.0027152160182595253,
0.05985192209482193,
0.004605902824550867,
0.06807320564985275,
-0.10986196249723434,
0.031977374106645584,
0.025509320199489594,
-0.030267907306551933,
0.06584681570529938,
-0.0004251863283570856,
0.005786584690213203,
0.0329524427652359,
-0.04211491718888283,
0.016980767250061035,
0.06015320122241974,
-0.024223247542977333,
-0.14720723032951355,
-0.034658387303352356,
-0.0045783440582454205,
0.016388986259698868,
0.0069251651875674725,
-0.003575090318918228,
-0.014362086541950703,
0.05180642381310463,
0.006644972134381533,
-0.05468368157744408,
-0.07416603714227676,
-0.02870497666299343,
0.05099356174468994,
0.021131567656993866,
-0.03403955325484276,
0.04767800122499466,
-0.035896435379981995,
-0.05333675071597099,
0.023364176973700523,
0.03311269357800484,
0.014110750518739223,
0.005711100064218044,
-0.00853361003100872,
-0.01467131543904543,
0.07273489981889725,
0.04204993322491646,
0.041384506970644,
0.026533205062150955,
-0.045081909745931625,
0.1349269449710846,
0.006832519546151161,
-0.022562358528375626,
-0.06359288841485977,
0.023152997717261314,
-0.028252923861145973
] | p | So as a batch process, if you want to embed a large data set, it’s very slow. | [
"blog",
"blog/fast-embed-models"
] | 15,872 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
-0.06061900407075882,
-0.08930784463882446,
0.015127243474125862,
-0.002413807436823845,
0.06846433132886887,
0.047829046845436096,
-0.06492289900779724,
-0.049336764961481094,
0.01064255740493536,
-0.044086676090955734,
-0.025114724412560463,
0.13469432294368744,
0.01666204258799553,
0.03746414929628372,
-0.0420607253909111,
0.06022540479898453,
0.1075390875339508,
0.07114513963460922,
-0.03742048516869545,
0.0038557928055524826,
-0.08098208904266357,
-0.10009384155273438,
0.04778864607214928,
-0.11721503734588623,
0.020571505650877953,
-0.07937563955783844,
-0.05711963400244713,
0.042358700186014175,
0.0609932579100132,
-0.056295912712812424,
0.04182060807943344,
-0.02077731117606163,
-0.04735353961586952,
0.035307738929986954,
-0.04407014697790146,
0.040740035474300385,
-0.0068175895139575005,
0.005549020133912563,
-0.07207038998603821,
0.03181754797697067,
0.06040674448013306,
0.02168087661266327,
-0.04396418109536171,
0.10111651569604874,
0.024377314373850822,
-0.015114845708012581,
-0.00024956135894171894,
-0.03504917025566101,
-0.028607167303562164,
0.0038932652678340673,
-0.09892785549163818,
-0.08244974166154861,
-0.0234612338244915,
-0.055248986929655075,
-0.04591936245560646,
-0.019364038482308388,
-0.007597694639116526,
-0.0799720287322998,
-0.05613275617361069,
0.007585842162370682,
0.018994148820638657,
-0.01898953877389431,
0.0887143686413765,
0.012031063437461853,
0.06814005970954895,
-0.019839545711874962,
0.03468415513634682,
0.1277894675731659,
-0.027813361957669258,
0.008905654773116112,
-0.0429416261613369,
0.03784524276852608,
-0.1022920086979866,
0.05251631885766983,
-0.036302052438259125,
0.04408872872591019,
0.024123303592205048,
-0.007930531166493893,
-0.013519865460693836,
-0.11467581242322922,
0.006752913352102041,
-0.011574111878871918,
0.029650406911969185,
-0.04667225107550621,
0.053500574082136154,
0.0007469765259884298,
0.019868820905685425,
-0.04171076789498329,
-0.11181452125310898,
-0.014310246333479881,
0.01725204661488533,
0.016529444605112076,
0.15925951302051544,
0.008194315247237682,
0.024749277159571648,
0.02896309271454811,
-0.0019098067423328757,
-0.06768430769443512,
-0.012976427562534809,
0.02429191768169403,
-0.03714973106980324,
0.02144642174243927,
0.04105544090270996,
0.0003678702632896602,
-0.02247510477900505,
-0.049069881439208984,
0.02516549825668335,
0.09514391422271729,
-0.01591334491968155,
-0.020965851843357086,
-0.008868956007063389,
0.031446490436792374,
-0.02827107533812523,
-0.001288674189709127,
-0.04862591251730919,
-0.034299325197935104,
-0.00941665843129158,
-0.038504622876644135,
0.1157149001955986,
0.009020265191793442,
0.004047314636409283,
0.028778210282325745,
-0.03929723799228668,
0.010444055311381817,
0.018128911033272743,
-0.04976368322968483,
-0.03593992069363594,
3.2937381097399267e-33,
0.07120818644762039,
0.018667826429009438,
0.004319875035434961,
0.02245142124593258,
0.062091175466775894,
-0.009179479442536831,
-0.08315732330083847,
0.06393303722143173,
-0.12647110223770142,
-0.04639275372028351,
-0.10988826304674149,
-0.0083288149908185,
-0.0007834870484657586,
0.1812596619129181,
0.002148298779502511,
-0.10150205343961716,
0.003079717280343175,
0.004222643095999956,
-0.020202890038490295,
-0.015897132456302643,
-0.0022672072518616915,
-0.0347105972468853,
-0.046179674565792084,
-0.034843143075704575,
0.0015226510586217046,
0.012546011246740818,
0.030317502096295357,
-0.053289175033569336,
0.03985922411084175,
-0.00707393791526556,
-0.09430952370166779,
-0.05169062688946724,
-0.04484759271144867,
-0.059026844799518585,
0.04558614268898964,
-0.019417358562350273,
-0.027422748506069183,
-0.03445221111178398,
0.017023049294948578,
-0.009926289319992065,
0.04084799438714981,
-0.024751974269747734,
-0.03572066128253937,
-0.02660558372735977,
-0.07429606467485428,
0.0737895667552948,
0.07518167793750763,
0.05692591145634651,
-0.033979449421167374,
-0.03155742958188057,
0.05601642653346062,
0.02821272797882557,
-0.07271645218133926,
0.014784510247409344,
0.10054285824298859,
-0.05937489494681358,
-0.013088999316096306,
0.009972196072340012,
0.0779394805431366,
0.008836328983306885,
-0.027137108147144318,
-0.022874850779771805,
0.009419869631528854,
-0.004645003005862236,
-0.03678127005696297,
0.01408554520457983,
0.008155436255037785,
-0.006518786773085594,
0.013099228031933308,
0.048621997237205505,
-0.00814678892493248,
0.07159154862165451,
-0.0012717994395643473,
-0.03026239573955536,
0.0013156025670468807,
0.004489382263273001,
-0.07068642228841782,
-0.07428442686796188,
0.02507590875029564,
0.019392656162381172,
-0.03267102316021919,
-0.03396040201187134,
-0.03718625381588936,
-0.051370371133089066,
0.05124171823263168,
-0.12552288174629211,
0.046817440539598465,
-0.05358482524752617,
-0.015399002470076084,
-0.0012752792099490762,
0.0366896316409111,
0.01986141875386238,
-0.013103906065225601,
-0.0011477730004116893,
-0.027035055682063103,
-3.64323057999664e-33,
-0.023341519758105278,
-0.03269277885556221,
0.04981326311826706,
0.13185501098632812,
0.040480587631464005,
0.011028516106307507,
-0.0011376558104529977,
0.0824454054236412,
-0.03352245315909386,
0.05974581837654114,
0.010695546865463257,
-0.06488993763923645,
0.015038853511214256,
-0.04112323746085167,
-0.025911424309015274,
-0.033459339290857315,
-0.005165560636669397,
-0.006750920787453651,
0.0010495794704183936,
0.0068219928070902824,
-0.05665694549679756,
0.0014467620057985187,
-0.02866116724908352,
0.0798879861831665,
0.14552651345729828,
0.10842806845903397,
0.0736529529094696,
0.016930745914578438,
-0.06972447037696838,
0.007366634905338287,
-0.04627784714102745,
-0.07387717068195343,
-0.08752068132162094,
-0.06518548727035522,
-0.0015749511076137424,
0.06741543859243393,
0.05769059807062149,
-0.00029077305225655437,
-0.015982065349817276,
-0.03073166124522686,
0.07399631291627884,
-0.02386704459786415,
-0.07726963609457016,
-0.05198784917593002,
-0.010869723744690418,
-0.035555239766836166,
-0.13574762642383575,
0.015558866783976555,
0.007650295272469521,
0.028604891151189804,
0.026660924777388573,
-0.0005456697545014322,
0.04490941762924194,
-0.043269187211990356,
0.013376417569816113,
-0.07488811016082764,
-0.018235603347420692,
-0.010970443487167358,
0.0625091940164566,
0.03601432964205742,
-0.0006147638196125627,
-0.07391548156738281,
0.0010823641205206513,
0.00251135416328907,
0.007447033654898405,
-0.13615530729293823,
0.025817347690463066,
0.01904861070215702,
-0.08026798814535141,
0.019848959520459175,
0.06617039442062378,
-0.008621674962341785,
-0.017881130799651146,
0.019403481855988503,
0.020994165912270546,
-0.0007341649034060538,
0.1700173318386078,
0.08341061323881149,
0.025288840755820274,
-0.01970500685274601,
-0.0024139019660651684,
0.026771612465381622,
0.05959116294980049,
-0.010088834911584854,
0.06704036146402359,
0.04362189397215843,
0.019753962755203247,
0.03468215838074684,
0.018322693184018135,
-0.02649225853383541,
-0.011111344210803509,
0.03452850505709648,
0.006296118721365929,
0.09992679953575134,
-0.00022838696895632893,
-3.876033005667523e-8,
-0.022789524868130684,
0.0401829369366169,
0.024642225354909897,
-0.0077840653248131275,
-0.052855439484119415,
-0.0074287946335971355,
0.014711604453623295,
0.02613707259297371,
-0.035371746867895126,
0.0005828561843372881,
0.07464352995157242,
-0.026108860969543457,
-0.019307665526866913,
0.05953298136591911,
0.02768825553357601,
0.044617991894483566,
-0.019100584089756012,
-0.0763307437300682,
0.009286569431424141,
-0.009675268083810806,
-0.052850399166345596,
0.1401982307434082,
0.009072425775229931,
0.025807760655879974,
-0.06460466980934143,
0.012024329043924809,
0.021151624619960785,
0.043586719781160355,
0.06958624720573425,
-0.08114837110042572,
-0.08397676050662994,
0.06769520789384842,
-0.03176051005721092,
-0.014564226381480694,
-0.019929688423871994,
0.00964537262916565,
-0.06525667756795883,
0.03895837813615799,
-0.055034905672073364,
-0.00371956336311996,
0.016349026933312416,
-0.006033235229551792,
0.053926751017570496,
-0.03438751399517059,
0.11670631170272827,
-0.029572300612926483,
0.02652335911989212,
0.009581951424479485,
-0.03391072899103165,
-0.009552467614412308,
-0.0004672797804232687,
-0.059740275144577026,
-0.026939604431390762,
0.034127846360206604,
0.067242331802845,
-0.023169171065092087,
0.017139649018645287,
0.037864502519369125,
0.035144656896591187,
0.042032115161418915,
-0.021598579362034798,
-0.056341733783483505,
0.026449477300047874,
0.028561746701598167
] | p | I think the more colorful version of this somebody wrote on LinkedIn, Prithvira wrote on LinkedIn that your embeddings will go and I love that idea that we have optimized speed so that it just goes fast. | [
"blog",
"blog/fast-embed-models"
] | 15,873 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
-0.07216721028089523,
0.027607975527644157,
-0.0019440766191110015,
-0.010811436921358109,
0.016131799668073654,
-0.004969609435647726,
-0.019106514751911163,
0.024989185854792595,
-0.05455179512500763,
-0.007047888357192278,
-0.0391334630548954,
-0.007508949376642704,
0.032501447945833206,
0.008134985342621803,
-0.006190920248627663,
-0.09801214188337326,
0.040418125689029694,
0.00819056760519743,
0.055195704102516174,
-0.04727480188012123,
0.03341025486588478,
0.045868098735809326,
-0.014290017075836658,
0.03181944414973259,
-0.06347764283418655,
-0.03891531005501747,
0.006045524030923843,
0.08907999098300934,
0.030091583728790283,
0.006996443960815668,
-0.021393820643424988,
0.06995996087789536,
0.037776876240968704,
-0.013440806418657303,
-0.028528546914458275,
-0.002180211478844285,
0.042733315378427505,
0.07137971371412277,
-0.008949356153607368,
-0.022397642955183983,
0.0038914442993700504,
-0.012078369036316872,
0.00995931588113308,
0.03240709379315376,
-0.04003564640879631,
-0.023279862478375435,
0.011579716578125954,
0.04216982424259186,
0.07696475833654404,
-0.003387069096788764,
0.04495100677013397,
-0.0356999896466732,
-0.009963533841073513,
-0.029844434931874275,
0.03871386498212814,
-0.0892941802740097,
0.025748291984200478,
-0.040741536766290665,
0.04475633427500725,
0.021993771195411682,
-0.10935160517692566,
0.01514038722962141,
-0.09120360761880875,
0.062200527638196945,
0.040950287133455276,
0.0835113599896431,
0.10159172862768173,
0.09935390204191208,
0.0733187273144722,
0.06016414240002632,
0.09888685494661331,
0.0916314572095871,
0.03128843754529953,
-0.005778470542281866,
-0.004821669310331345,
0.017141295596957207,
0.007233659271150827,
-0.029000915586948395,
0.017376238480210304,
0.04587388411164284,
0.0014419527724385262,
-0.0327996201813221,
-0.011602978222072124,
-0.022711187601089478,
0.03874025121331215,
0.0194187443703413,
0.06424763798713684,
-0.06901411712169647,
-0.012794257141649723,
-0.06598403304815292,
-0.09687907248735428,
-0.02738209441304207,
0.03808547183871269,
-0.05437736213207245,
0.07439018040895462,
0.007542930543422699,
-0.03885806351900101,
0.025863470509648323,
-0.06069892644882202,
0.06379836797714233,
-0.008210765197873116,
-0.005016964860260487,
0.055331431329250336,
-0.03449411690235138,
0.007432080339640379,
-0.0955255925655365,
-0.05017124488949776,
-0.010678916238248348,
0.027062322944402695,
-0.06310361623764038,
-0.058263711631298065,
-0.000841173401568085,
0.06675677001476288,
0.03808138892054558,
0.013633263297379017,
0.06960763037204742,
0.0024994814302772284,
0.01715567335486412,
0.07805684208869934,
-0.018422001972794533,
0.05376550927758217,
0.03391547128558159,
-0.06772002577781677,
-0.08288107812404633,
0.010301647707819939,
-0.02368996851146221,
-0.012958992272615433,
-5.308447264973016e-33,
0.05728138983249664,
0.0043299077078700066,
0.0605020709335804,
-0.005581763572990894,
0.13523125648498535,
-0.04079669713973999,
0.02467789128422737,
-0.0009458689019083977,
0.01602262817323208,
-0.06930974125862122,
0.05500232055783272,
-0.030690470710396767,
0.0034340741112828255,
0.01448623277246952,
0.02251969464123249,
-0.07258270680904388,
-0.029073083773255348,
0.02349982038140297,
-0.0012593265855684876,
0.03193715214729309,
0.017062818631529808,
-0.023893721401691437,
0.012396633625030518,
0.013638276606798172,
0.03319806605577469,
-0.02657206542789936,
-0.004147407133132219,
-0.031707968562841415,
0.11338277906179428,
0.00952386949211359,
0.0069552999921143055,
0.14654678106307983,
-0.09994757175445557,
0.049565356224775314,
-0.024972783401608467,
-0.017245622351765633,
0.03065025806427002,
-0.03257465362548828,
0.013477995060384274,
0.057725001126527786,
0.004880557768046856,
0.06903883814811707,
-0.08069508522748947,
-0.0037410270888358355,
0.006869069766253233,
0.07703781127929688,
0.030782314017415047,
-0.03198010474443436,
-0.09466157108545303,
0.01264105923473835,
0.03551013395190239,
-0.025305207818746567,
0.024075685068964958,
-0.008527050726115704,
-0.1072927713394165,
0.032859351485967636,
-0.03876003250479698,
-0.0600784495472908,
0.044043008238077164,
-0.05630720034241676,
-0.004742379765957594,
-0.07124925404787064,
0.05804423242807388,
0.11434587836265564,
-0.13964639604091644,
0.018242640420794487,
0.03351151943206787,
-0.017971869558095932,
0.026517823338508606,
-0.03261025622487068,
0.039097413420677185,
-0.015293629840016365,
-0.0717424750328064,
0.03980052471160889,
-0.10058274120092392,
0.041087742894887924,
-0.048562243580818176,
-0.026295892894268036,
0.04091623052954674,
-0.04086732864379883,
0.041137635707855225,
-0.008828925900161266,
-0.004346840549260378,
0.013249820098280907,
-0.009140364825725555,
-0.08998824656009674,
0.056820306926965714,
0.0016828402876853943,
-0.10971352458000183,
-0.016884587705135345,
-0.10946177691221237,
0.01829826645553112,
0.06117124855518341,
-0.02887997031211853,
-0.11370202153921127,
2.913240873954322e-33,
-0.04184986278414726,
-0.06904507428407669,
-0.06450560688972473,
-0.01805598847568035,
0.07346560806035995,
-0.03188510239124298,
0.009799699299037457,
-0.005092724226415157,
-0.0952639952301979,
0.14611661434173584,
-0.03540898859500885,
-0.08271489292383194,
0.05190180614590645,
-0.005167042370885611,
0.06721343100070953,
0.011629220098257065,
0.024968668818473816,
-0.0349852591753006,
-0.006960976403206587,
-0.004051715135574341,
-0.03861678019165993,
0.05864487215876579,
-0.035011712461709976,
0.12994173169136047,
0.0403217077255249,
0.04769305884838104,
0.041448622941970825,
-0.03002670407295227,
-0.002359588397666812,
0.03862838074564934,
0.006554020568728447,
-0.09985385090112686,
-0.1309168040752411,
-0.013618264347314835,
-0.05704227462410927,
0.03189652040600777,
-0.06271325796842575,
0.04712509363889694,
-0.0307962317019701,
-0.088762067258358,
0.03878254070878029,
-0.06407234817743301,
-0.10562212765216827,
0.011679287999868393,
0.0017255255952477455,
0.0013714629458263516,
-0.03947596251964569,
0.05980807542800903,
0.02170039527118206,
0.05831604823470116,
-0.016978351399302483,
0.09466562420129776,
-0.05526193976402283,
0.017647309228777885,
-0.0725996270775795,
0.041595615446567535,
0.07708689570426941,
-0.052442364394664764,
-0.001444009249098599,
0.00981729943305254,
0.007104283664375544,
-0.011034618131816387,
0.05983402952551842,
-0.017622927203774452,
0.0017370597925037146,
-0.0748383104801178,
-0.02715752273797989,
0.0023156797979027033,
0.04314614087343216,
0.0511089488863945,
0.00752686383202672,
0.008363579399883747,
0.025581998750567436,
-0.0840783417224884,
0.050219591706991196,
-0.011789107695221901,
0.04934835433959961,
-0.04621877893805504,
0.0016931932186707854,
-0.09550026804208755,
-0.11411846429109573,
-0.09353283047676086,
-0.009976240806281567,
0.0215358417481184,
0.08075948059558868,
-0.02395882084965706,
-0.06380732357501984,
-0.021473126485943794,
0.009816177189350128,
-0.03223833441734314,
0.010843341238796711,
-0.0021659964695572853,
0.04999309778213501,
-0.010330785997211933,
-0.04183197766542435,
-2.4471196624631375e-8,
-0.03525330871343613,
0.07583305984735489,
0.0625312477350235,
0.04750622436404228,
-0.026124969124794006,
0.1025012657046318,
0.02925482951104641,
0.026642749086022377,
-0.019493624567985535,
-0.02122289128601551,
0.12391347438097,
-0.048848412930965424,
0.003184202592819929,
0.03440289944410324,
0.02535361982882023,
-0.005348857957869768,
0.02127085253596306,
-0.04288540780544281,
-0.0627330094575882,
0.0743335634469986,
-0.050472505390644073,
0.11148212850093842,
-0.02132752351462841,
-0.006122800055891275,
-0.017027825117111206,
-0.025551099330186844,
0.08144821226596832,
0.08154013752937317,
0.09889204800128937,
0.020938174799084663,
-0.00802040845155716,
0.009241492487490177,
0.06154249981045723,
0.09648124128580093,
0.03702867776155472,
-0.003796718781813979,
-0.0551222525537014,
0.053700290620326996,
-0.030356349423527718,
-0.017944879829883575,
-0.04115498438477516,
-0.0008782763034105301,
0.053465697914361954,
0.07638484239578247,
-0.002942357910797,
0.00047392139094881713,
0.04018644988536835,
-0.04148191958665848,
-0.03680223226547241,
0.005738500040024519,
-0.0973062813282013,
0.0431680828332901,
-0.028499344363808632,
0.0165462177246809,
0.02124420925974846,
-0.03276636078953743,
0.036975640803575516,
-0.01104441937059164,
-0.05502995848655701,
0.017434604465961456,
0.004895917139947414,
0.031293321400880814,
0.039634544402360916,
0.025541556999087334
] | p | That’s the idea. | [
"blog",
"blog/fast-embed-models"
] | 15,874 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
-0.057844437658786774,
-0.02770860306918621,
-0.05249294638633728,
0.019789766520261765,
-0.08583766967058182,
0.042552728205919266,
0.05360289663076401,
-0.09001124650239944,
-0.009530560113489628,
-0.01370909158140421,
0.016345320269465446,
-0.007064132019877434,
0.007921837270259857,
-0.0011098514078184962,
-0.005870782770216465,
0.06459768861532211,
0.020238077268004417,
0.015676399692893028,
-0.004458421375602484,
0.03873052820563316,
0.031008603051304817,
0.03416915610432625,
-0.015255318023264408,
0.025076795369386673,
-0.0093758599832654,
0.054488182067871094,
-0.03362661227583885,
0.023026304319500923,
-0.02333814650774002,
-0.07313456386327744,
0.01610093005001545,
-0.024535296484827995,
0.0351121611893177,
0.014086183160543442,
-0.040745560079813004,
0.02215549536049366,
-0.05525553971529007,
0.0425487756729126,
-0.02942088060081005,
-0.09176260977983475,
0.028605246916413307,
-0.08233065158128738,
-0.0043760035187006,
0.036139924079179764,
-0.08051497489213943,
0.005043928511440754,
0.017581405118107796,
0.001858101924881339,
-0.03492385894060135,
0.00855099968612194,
-0.04106709733605385,
-0.04663686454296112,
-0.05013991892337799,
0.04913175851106644,
0.0073106009513139725,
-0.003009660169482231,
-0.03784088417887688,
-0.04512496292591095,
0.019960833713412285,
0.04164429381489754,
-0.003533589420840144,
0.032558947801589966,
-0.018615176901221275,
0.03560461476445198,
-0.03543010726571083,
-0.03650366887450218,
-0.016480542719364166,
0.09950026124715805,
0.000878920138347894,
0.038564328104257584,
0.029975105077028275,
0.03932361304759979,
0.07783094793558121,
0.0043032183311879635,
-0.021302709355950356,
0.015024212189018726,
-0.005203519947826862,
0.004121102392673492,
-0.05651819705963135,
-0.04233366623520851,
-0.04918026179075241,
0.027103709056973457,
-0.021946130320429802,
-0.04571029916405678,
-0.02293546497821808,
0.1574753224849701,
-0.0577966570854187,
0.009001675993204117,
-0.04062176123261452,
-0.04825716093182564,
-0.13659816980361938,
-0.16437628865242004,
0.17908328771591187,
-0.0080002686008811,
-0.009619111195206642,
0.015600031241774559,
0.005091674625873566,
0.02073878049850464,
-0.08328846842050552,
0.0300968736410141,
-0.056990355253219604,
0.008673577569425106,
-0.017216788604855537,
0.0317559652030468,
-0.021081136539578438,
-0.04649384319782257,
-0.01241151150316,
-0.06380009651184082,
0.029453884810209274,
-0.01957734487950802,
-0.03880705684423447,
0.0018327285069972277,
-0.11275769770145416,
-0.034350406378507614,
-0.03656524419784546,
-0.10283321887254715,
-0.010040824301540852,
-0.019349321722984314,
0.09024713188409805,
-0.07808970659971237,
0.016063755378127098,
0.06002296134829521,
-0.031077906489372253,
-0.011390888132154942,
-0.0037207084242254496,
0.0244150348007679,
-0.15256188809871674,
-5.732092857615476e-33,
0.03527702018618584,
0.07052888721227646,
0.052861593663692474,
0.10867129266262054,
-0.0028318099211901426,
0.006291912402957678,
-0.07218210399150848,
0.009585249237716198,
0.05216122791171074,
0.028855783864855766,
0.061658747494220734,
-0.003618365153670311,
0.07070549577474594,
0.06722290813922882,
0.04589419439435005,
-0.006698851473629475,
0.00231959973461926,
0.07807419449090958,
0.003622194053605199,
-0.051401540637016296,
0.022402940317988396,
0.07610185444355011,
-0.012171502225100994,
0.02117619849741459,
0.04017515107989311,
-0.011359795928001404,
0.027621181681752205,
-0.0280088372528553,
0.0526152029633522,
0.015045667998492718,
0.0026488362345844507,
0.01389359962195158,
0.07150529325008392,
0.012983899563550949,
0.0814857929944992,
0.015019604004919529,
0.009637579321861267,
-0.000562586821615696,
-0.005965207237750292,
0.04646679386496544,
0.02800595946609974,
0.030443789437413216,
-0.14892485737800598,
0.10671242326498032,
0.01810193620622158,
-0.005430474411696196,
0.0877339318394661,
0.05036061629652977,
-0.003344018943607807,
0.018096480518579483,
-0.007897473871707916,
0.017960425466299057,
0.014137402176856995,
0.02044813707470894,
-0.09633869677782059,
0.007476168219000101,
-0.011246366426348686,
0.005620516370981932,
-0.11542525887489319,
-0.07141179591417313,
-0.009810456074774265,
0.01197153888642788,
0.024998735636472702,
-0.04102104902267456,
-0.013453644700348377,
-0.017942987382411957,
-0.010728666558861732,
0.04242183268070221,
0.014219813980162144,
0.002309424104169011,
-0.05243108794093132,
-0.012962562032043934,
-0.008830158971250057,
0.06139379367232323,
0.022647403180599213,
0.016199955716729164,
-0.015795303508639336,
-0.007038659416139126,
-0.038422200828790665,
-0.0009040293516591191,
-0.010169681161642075,
-0.005510995164513588,
-0.03724084049463272,
-0.01957130618393421,
-0.051554299890995026,
-0.019437013193964958,
0.05345308408141136,
-0.06405725330114365,
-0.02375457063317299,
-0.09684594720602036,
-0.0739704892039299,
0.049921128898859024,
0.010504957288503647,
-0.014993042685091496,
-0.10364355891942978,
1.328181975279983e-33,
-0.047095946967601776,
-0.07924554497003555,
-0.04115382581949234,
0.0523785762488842,
0.003807613393291831,
-0.012861019931733608,
-0.012585358694195747,
0.01509789563715458,
0.06594790518283844,
0.056311413645744324,
-0.03137935698032379,
-0.0068108635023236275,
-0.03736024349927902,
-0.07871302962303162,
0.036769524216651917,
-0.023843031376600266,
0.01931123249232769,
-0.010922734625637531,
-0.0668274536728859,
-0.03763643652200699,
-0.022893117740750313,
0.023374449461698532,
-0.11840476095676422,
0.017908966168761253,
0.02783317118883133,
0.07269380241632462,
0.06456509977579117,
-0.047105517238378525,
-0.05210387334227562,
0.044418953359127045,
-0.09949778020381927,
-0.03378516063094139,
-0.04399698227643967,
0.005997887346893549,
0.0038919933140277863,
0.023858191445469856,
0.11888570338487625,
-0.0032863884698599577,
-0.017945265397429466,
-0.07388325780630112,
0.005457676015794277,
-0.012227889150381088,
-0.07229488343000412,
0.0997801199555397,
-0.027906181290745735,
-0.036920420825481415,
-0.09704428911209106,
0.06157970428466797,
-0.0011337291216477752,
-0.025715937837958336,
-0.027373075485229492,
-0.08153758943080902,
-0.21503545343875885,
-0.03299728408455849,
0.01138985250145197,
-0.00729019520804286,
-0.01598571240901947,
-0.02631027065217495,
0.0814865306019783,
0.04516029730439186,
0.014736953191459179,
-0.014290346764028072,
0.0446389801800251,
0.013466755859553814,
-0.056111130863428116,
-0.07007724046707153,
-0.036157429218292236,
-0.014499770477414131,
-0.024646760895848274,
-0.029784932732582092,
0.09204035997390747,
-0.06596966832876205,
-0.059879425913095474,
-0.04309216886758804,
-0.04865748807787895,
0.02160302735865116,
0.031245874240994453,
-0.08272989839315414,
-0.04751960560679436,
-0.015083936974406242,
0.10978467762470245,
-0.04571153596043587,
-0.05487629026174545,
0.11346349865198135,
0.10335361212491989,
0.005438193213194609,
0.018408164381980896,
0.054958246648311615,
0.04167286306619644,
-0.0021889389026910067,
0.019177138805389404,
-0.009286221116781235,
0.07478033006191254,
0.06968340277671814,
-0.06797479093074799,
-3.162554307323262e-8,
0.056827425956726074,
-0.0017196900444105268,
-0.0041775768622756,
0.06395244598388672,
-0.04131611809134483,
0.060868289321660995,
-0.00890631414949894,
0.05022503063082695,
0.022112591192126274,
0.014006869867444038,
0.08080366253852844,
0.03318913280963898,
-0.04615150764584541,
-0.018334757536649704,
0.153054341673851,
0.03974079340696335,
-0.008372718468308449,
0.06075608730316162,
-0.03318127989768982,
0.0158682893961668,
-0.044517792761325836,
0.0191176924854517,
0.05273323878645897,
-0.012552236206829548,
0.007266590371727943,
-0.025529775768518448,
0.010729196481406689,
0.010568644851446152,
-0.042752705514431,
0.09875719249248505,
-0.007122042588889599,
-0.011308139190077782,
-0.041647933423519135,
0.04765553027391434,
0.03668331727385521,
0.010025209747254848,
-0.04701327905058861,
0.012683160603046417,
0.018759362399578094,
0.013843959197402,
-0.025284115225076675,
0.002571946009993553,
0.051705654710531235,
0.0959765762090683,
0.04566498100757599,
-0.00019017340673599392,
-0.01506801974028349,
0.03175782784819603,
0.019637003540992737,
-0.062150586396455765,
-0.042276278138160706,
0.01982499472796917,
0.049181338399648666,
0.013244986534118652,
0.051287129521369934,
0.01997298374772072,
0.02225172519683838,
0.07983411848545074,
0.011348892003297806,
-0.05110178515315056,
0.022129954770207405,
-0.023586301133036613,
0.1398463398218155,
0.05355040729045868
] | p | So what do we I mean let’s put names to these things, right? | [
"blog",
"blog/fast-embed-models"
] | 15,875 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
0.0005930929910391569,
0.026630833745002747,
0.03136366233229637,
0.08419936895370483,
0.02330600842833519,
-0.004050467628985643,
-0.012403583154082298,
-0.10447680950164795,
0.04687297344207764,
-0.014037980698049068,
0.02228444069623947,
-0.00009191784192807972,
-0.049632005393505096,
-0.017468443140387535,
0.051373716443777084,
-0.08686868101358414,
0.0700518861413002,
-0.04843439161777496,
-0.03618406504392624,
0.06983181089162827,
0.05332338437438011,
-0.01685074344277382,
0.03429253026843071,
0.010905306786298752,
-0.06314685940742493,
-0.00589024368673563,
-0.08610567450523376,
-0.03943169489502907,
0.010994485579431057,
-0.048771779984235764,
0.01752227172255516,
0.00764571875333786,
-0.020067140460014343,
0.019478658214211464,
0.0053862943314015865,
-0.013672420755028725,
0.0665665715932846,
-0.06048831343650818,
0.06702493131160736,
0.013961088843643665,
-0.019129764288663864,
-0.12028007954359055,
0.033020466566085815,
0.05734148621559143,
-0.08377817273139954,
0.06284349411725998,
-0.03224342688918114,
-0.02512899413704872,
0.008057959377765656,
-0.0864214226603508,
-0.013524657115340233,
0.03858212009072304,
-0.057586535811424255,
-0.0699528306722641,
0.0938505157828331,
0.06807684898376465,
-0.024016238749027252,
0.030419612303376198,
0.08432795107364655,
-0.0346146896481514,
-0.02316293679177761,
-0.03069543093442917,
0.012545986101031303,
0.0264428798109293,
0.13940759003162384,
-0.09878167510032654,
-0.031024396419525146,
-0.024673424661159515,
-0.02013142593204975,
0.0019374825060367584,
0.0030393097549676895,
0.05114269256591797,
0.03600713610649109,
0.01894519105553627,
-0.06193068251013756,
-0.11186089366674423,
0.08257590234279633,
0.016099687665700912,
0.003335354384034872,
-0.0006769004976376891,
0.05599640682339668,
-0.09682758152484894,
-0.06369774043560028,
0.017030587419867516,
0.04029185324907303,
0.05301053449511528,
0.013529539108276367,
0.023723026737570763,
-0.0748535618185997,
-0.06322154402732849,
-0.05038421228528023,
0.031056221574544907,
0.0069045331329107285,
0.027247875928878784,
-0.013670443557202816,
0.07404602319002151,
-0.022877616807818413,
-0.07752596586942673,
-0.04840368032455444,
0.01300094649195671,
0.050302546471357346,
0.04709932580590248,
0.034984294325113297,
0.07692843675613403,
-0.006208097096532583,
-0.07088577002286911,
0.02974097430706024,
0.07731776684522629,
0.0007568245055153966,
0.06746015697717667,
0.016847902908921242,
-0.02935226447880268,
-0.005034261383116245,
0.007291536778211594,
-0.045009687542915344,
-0.03951210901141167,
-0.02349352091550827,
0.03423067182302475,
0.02771579660475254,
0.05919300764799118,
-0.07731802016496658,
-0.0007350824889726937,
0.009012858383357525,
0.03205479308962822,
0.09176120162010193,
-0.07686797529459,
0.04018450528383255,
-5.3362532164997323e-33,
0.0014635786646977067,
0.02345000021159649,
-0.0011241856263950467,
-0.04412657395005226,
-0.0018341096583753824,
0.01011605840176344,
-0.031497109681367874,
-0.0009595351875759661,
-0.03419338911771774,
-0.06047381833195686,
-0.0214859526604414,
-0.027245894074440002,
-0.014823605306446552,
0.13739855587482452,
0.09868223965167999,
-0.15490175783634186,
0.039901528507471085,
0.02223893068730831,
0.03903009369969368,
-0.03804287314414978,
-0.005059533286839724,
-0.008891933597624302,
-0.005976406391710043,
-0.09127117693424225,
0.04357175901532173,
-0.011794825084507465,
0.035437989979982376,
0.030276883393526077,
-0.004460319876670837,
0.01655447483062744,
-0.10957963019609451,
0.10006116330623627,
-0.028818683698773384,
-0.010386886075139046,
-0.011898978613317013,
-0.04399324581027031,
-0.03036804497241974,
-0.02057337947189808,
-0.031648654490709305,
0.0068620797246694565,
-0.003783686552196741,
0.03039359487593174,
-0.05498259514570236,
-0.0064231883734464645,
0.093532994389534,
0.06555137783288956,
0.0061522917822003365,
0.07651093602180481,
-0.11742133647203445,
0.013642698526382446,
0.04975961148738861,
0.046996332705020905,
-0.04541834816336632,
-0.043850429356098175,
0.0814981758594513,
0.03248254209756851,
0.034384384751319885,
-0.024169256910681725,
-0.005022597033530474,
-0.0013618184020742774,
-0.06678013503551483,
-0.007374654058367014,
-0.006142070051282644,
0.03660564869642258,
-0.015315779484808445,
0.0328199602663517,
0.011354653164744377,
0.06219739094376564,
-0.04420563951134682,
-0.02260618470609188,
-0.027516070753335953,
-0.0704692155122757,
-0.01467942912131548,
-0.014603887684643269,
0.038895364850759506,
0.031761713325977325,
0.03542769327759743,
-0.0013521742075681686,
-0.022276945412158966,
-0.02040024846792221,
-0.10986897349357605,
0.03146972507238388,
-0.012084953486919403,
-0.021824155002832413,
0.09969853609800339,
-0.024720706045627594,
-0.000921553757507354,
-0.008274274878203869,
-0.05061805248260498,
-0.003055086126551032,
0.008459777571260929,
0.02694706805050373,
-0.026145029813051224,
0.0001447127724532038,
-0.05342743545770645,
2.912631269930825e-33,
0.002370767295360565,
-0.023633887991309166,
-0.07386381924152374,
0.0733964666724205,
0.11620127409696579,
0.03751688078045845,
-0.028879575431346893,
-0.12308946996927261,
-0.05905546620488167,
0.11870523542165756,
-0.014179308898746967,
-0.031109610572457314,
-0.07356169819831848,
-0.047777798026800156,
0.025880949571728706,
-0.014716454781591892,
0.07977836579084396,
-0.014244763180613518,
0.013856175355613232,
-0.04128577560186386,
0.03643713518977165,
0.10003729164600372,
-0.08421041816473007,
0.07574689388275146,
-0.052157945930957794,
0.05787721276283264,
-0.031475979834795,
0.010808423161506653,
-0.10666849464178085,
0.0395827554166317,
-0.10773036628961563,
-0.032738566398620605,
-0.0665593296289444,
0.02368834801018238,
0.016879314556717873,
0.06373772770166397,
0.030947981402277946,
-0.015943923965096474,
-0.08218831568956375,
0.08467648178339005,
-0.0062096514739096165,
-0.03027239255607128,
0.01683160290122032,
0.04931551218032837,
-0.062417931854724884,
0.009849552065134048,
0.09911633282899857,
0.07751467078924179,
-0.04094305261969566,
0.04662281274795532,
0.04197858273983002,
-0.040807634592056274,
-0.057036709040403366,
0.011253923177719116,
-0.0232019554823637,
-0.018335454165935516,
-0.06151329353451729,
-0.011938790790736675,
0.02962356247007847,
0.07548348605632782,
0.06026799604296684,
0.004610181786119938,
0.00791800208389759,
0.06003319472074509,
0.02223212644457817,
-0.044167619198560715,
0.03131704032421112,
0.015805421397089958,
-0.02075536921620369,
0.031549569219350815,
0.08356006443500519,
-0.11877921968698502,
-0.08343220502138138,
0.0886068344116211,
-0.02331937849521637,
-0.052121758460998535,
0.06938141584396362,
-0.021218067035079002,
-0.03245238959789276,
0.018058521673083305,
0.005898281931877136,
-0.0016513742739334702,
-0.0010659077670425177,
0.01474878191947937,
-0.07280686497688293,
-0.08896050602197647,
-0.04732365906238556,
-0.052850063890218735,
0.021693022921681404,
0.00748321320861578,
-0.012659413740038872,
0.010328302159905434,
0.022405067458748817,
0.02545051835477352,
-0.071468286216259,
-2.1615360168425468e-8,
0.01242885459214449,
-0.011028251610696316,
0.028116116300225258,
0.014049758203327656,
0.0036811805330216885,
0.05036584660410881,
0.03136638551950455,
0.0316067598760128,
0.004399556666612625,
-0.017615653574466705,
0.08934986591339111,
0.03155297785997391,
0.023488620296120644,
0.09822739660739899,
0.03386351466178894,
0.03904947638511658,
-0.08581408113241196,
-0.07505172491073608,
-0.042706992477178574,
0.05172183737158775,
-0.025070812553167343,
0.04554785043001175,
-0.019002454355359077,
-0.033890221267938614,
0.00872019398957491,
0.06422658264636993,
-0.026733703911304474,
0.04470222443342209,
0.06557433307170868,
0.03027774952352047,
-0.0063068144954741,
-0.019181283190846443,
-0.013805544003844261,
0.017422892153263092,
-0.003203001106157899,
-0.08070296794176102,
-0.10744471102952957,
0.09426970779895782,
0.07663673162460327,
-0.024832241237163544,
-0.02083178237080574,
0.08377832919359207,
-0.03986217454075813,
0.0660175159573555,
-0.025315791368484497,
0.02723386324942112,
-0.07657480984926224,
-0.07130838930606842,
-0.06234117969870567,
0.06347150355577469,
-0.021473532542586327,
-0.011320138350129128,
0.037004031240940094,
0.0074685136787593365,
-0.01866587996482849,
0.06274214386940002,
-0.06396718323230743,
-0.01400879118591547,
-0.06503945589065552,
-0.018018262460827827,
0.10235659033060074,
-0.02441873401403427,
0.05051323026418686,
0.059274494647979736
] | p | So one is we want it to be fast and light. | [
"blog",
"blog/fast-embed-models"
] | 15,876 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
0.011062485165894032,
-0.02674970030784607,
-0.0031121540814638138,
0.1212441623210907,
-0.006794096902012825,
-0.052395351231098175,
0.02205451764166355,
0.031188879162073135,
0.05045374482870102,
0.03756570816040039,
0.07884849607944489,
-0.06569994986057281,
-0.028514550998806953,
-0.01168962474912405,
0.045102108269929886,
0.027827348560094833,
0.04231816530227661,
-0.018223095685243607,
-0.08738003671169281,
0.011593061499297619,
0.1077064499258995,
-0.05386883765459061,
-0.03715767711400986,
-0.03327948600053787,
-0.02723557874560356,
0.018630949780344963,
-0.009505745954811573,
-0.0004974433686584234,
0.02383694052696228,
0.03706678748130798,
0.04793889820575714,
-0.01418107096105814,
0.0009237880585715175,
0.031299080699682236,
-0.001996455481275916,
-0.021401839330792427,
0.05471127852797508,
-0.07381516695022583,
0.043198879808187485,
0.012703526765108109,
-0.019967513158917427,
-0.04147689417004585,
0.0035538868978619576,
0.027281848713755608,
0.02238038368523121,
0.05890875682234764,
-0.016832085326313972,
-0.05101880058646202,
-0.06592071056365967,
-0.05108458176255226,
0.015814702957868576,
0.0024313321337103844,
-0.09357825666666031,
0.019874585792422295,
0.05448643118143082,
0.038175541907548904,
-0.005674425512552261,
-0.015298915095627308,
0.07375668734312057,
-0.05185641720890999,
0.038204360753297806,
0.029131975024938583,
0.001386534422636032,
0.061408691108226776,
0.056340038776397705,
0.00938399787992239,
-0.11706709116697311,
0.00804835744202137,
-0.08039802312850952,
-0.01692989096045494,
-0.028566818684339523,
0.03502434864640236,
0.09638437628746033,
0.0446527898311615,
-0.07664257287979126,
-0.07504312694072723,
0.03115694969892502,
0.017104586586356163,
-0.0298080462962389,
0.03502349928021431,
0.0086330221965909,
0.043061092495918274,
-0.08426842093467712,
0.05427239462733269,
0.006425806786864996,
-0.016270752996206284,
0.07018376886844635,
0.042694341391325,
-0.08856230229139328,
-0.0029154771473258734,
-0.06802067905664444,
-0.049312472343444824,
-0.077474445104599,
0.004093133844435215,
0.06125786527991295,
-0.03897843137383461,
0.03682849183678627,
-0.04757034033536911,
-0.08732004463672638,
-0.04721538722515106,
0.07283773273229599,
0.0434422492980957,
-0.0258637648075819,
0.024333985522389412,
-0.040772195905447006,
-0.0374385342001915,
0.030417591333389282,
0.07351648062467575,
-0.012531695887446404,
-0.0177674051374197,
0.01987418904900551,
-0.038005564361810684,
-0.11942940205335617,
0.01777925342321396,
-0.004139285068958998,
-0.027269547805190086,
0.029755329713225365,
0.0726924017071724,
-0.005009585991501808,
0.0320584699511528,
0.016153963282704353,
0.0850054994225502,
-0.011325531639158726,
0.03399511054158211,
0.033017776906490326,
-0.0368209071457386,
0.06216810271143913,
-8.713894072239523e-33,
0.02745548076927662,
-0.021098801866173744,
-0.004595985170453787,
0.06925847381353378,
0.018108345568180084,
-0.07588279247283936,
0.0508539117872715,
-0.014525558799505234,
-0.05433914437890053,
0.039523039013147354,
0.09524788707494736,
-0.004753659013658762,
0.06548289954662323,
0.08691556006669998,
0.02977779135107994,
0.01527150347828865,
0.014369610697031021,
0.0417168028652668,
0.02807476744055748,
0.016149790957570076,
-0.07398422062397003,
0.04970545321702957,
0.06024876609444618,
-0.06586555391550064,
-0.05171463266015053,
-0.0067879436537623405,
-0.03610359504818916,
-0.049182724207639694,
0.02736549824476242,
-0.025055548176169395,
-0.04195854440331459,
0.10473203659057617,
0.040734775364398956,
0.08329557627439499,
-0.07149271667003632,
0.023342100903391838,
0.028600987046957016,
-0.02304191142320633,
-0.05461987480521202,
-0.06885271519422531,
-0.04103265330195427,
0.028648730367422104,
-0.046004194766283035,
-0.029202068224549294,
0.03551275655627251,
0.05996030196547508,
-0.01573984883725643,
-0.05009806901216507,
-0.08301316946744919,
0.04713984951376915,
-0.009489833377301693,
-0.08178506046533585,
0.004060161300003529,
0.0137531328946352,
-0.01608198694884777,
0.03999454900622368,
-0.01909560337662697,
0.028304260224103928,
-0.04879480227828026,
-0.02203519083559513,
-0.01808471418917179,
0.04765758290886879,
0.040634531527757645,
-0.0019516929751262069,
-0.011397539637982845,
-0.07307488471269608,
-0.0683009922504425,
0.0625753104686737,
-0.01880462095141411,
-0.046548936516046524,
-0.06923777610063553,
-0.02463405206799507,
0.036423586308956146,
0.08808837831020355,
0.09504251927137375,
-0.025468558073043823,
0.03928810730576515,
-0.02087504230439663,
-0.007731870282441378,
0.10189088433980942,
-0.026107188314199448,
-0.03731321915984154,
-0.08111371099948883,
-0.09746571630239487,
-0.050866417586803436,
0.06324181705713272,
-0.010400928556919098,
0.009362345561385155,
-0.09696532040834427,
-0.1210421621799469,
-0.00831175222992897,
0.017506180331110954,
-0.007647112477570772,
-0.09655755758285522,
-0.02472821995615959,
2.0319450248230132e-33,
0.009810269810259342,
-0.016154570505023003,
-0.07822352647781372,
0.05422389507293701,
0.1301344633102417,
-0.025152377784252167,
-0.037964705377817154,
-0.03700001537799835,
0.02732744812965393,
0.07311917841434479,
0.014235593378543854,
-0.01466549001634121,
-0.143657386302948,
-0.023360803723335266,
-0.04523546248674393,
-0.06038502976298332,
-0.029796548187732697,
-0.0020133533980697393,
-0.008659361861646175,
0.01819309964776039,
-0.06356478482484818,
0.033812396228313446,
-0.0172565970569849,
-0.05414435267448425,
-0.016493085771799088,
0.06673019379377365,
0.1110370084643364,
0.013995145447552204,
-0.09173750877380371,
-0.004848129115998745,
-0.052421800792217255,
-0.08223102986812592,
-0.03341643139719963,
0.013080380856990814,
-0.0002458641247358173,
0.05807415768504143,
0.13186492025852203,
-0.07478412985801697,
-0.0519862025976181,
-0.04315056651830673,
0.026737036183476448,
-0.01466207206249237,
0.060834527015686035,
-0.022389331832528114,
-0.07809918373823166,
-0.012965048663318157,
0.029842503368854523,
0.03944845870137215,
-0.08161428570747375,
-0.029486749321222305,
0.04834604635834694,
-0.04924953356385231,
-0.06374472379684448,
-0.00941932201385498,
-0.020068375393748283,
-0.029527395963668823,
0.01317994948476553,
0.024193380028009415,
0.005921218078583479,
0.07807550579309464,
0.06708909571170807,
0.002593962475657463,
-0.02893506921827793,
0.08833173662424088,
-0.023920070379972458,
0.002044948749244213,
-0.04893099516630173,
0.006732043344527483,
0.02103900909423828,
-0.036290839314460754,
0.0887351855635643,
-0.059315335005521774,
-0.0756785199046135,
0.021184701472520828,
0.09398921579122543,
-0.017959892749786377,
0.03750019520521164,
-0.022214021533727646,
-0.02291814796626568,
-0.01869155466556549,
0.02965504489839077,
-0.04234577715396881,
0.02652328833937645,
-0.027095651254057884,
-0.028784405440092087,
-0.09645343571901321,
0.005763004533946514,
-0.025137851014733315,
-0.07439127564430237,
-0.06145337224006653,
-0.05808226764202118,
-0.0035898888017982244,
0.019719447940587997,
-0.09084296971559525,
-0.04041585698723793,
-2.441857560597782e-8,
0.008260587230324745,
0.015912054106593132,
0.07149336487054825,
-0.019489310681819916,
0.068708635866642,
0.03606148809194565,
0.05942139774560928,
0.023059584200382233,
-0.02288837730884552,
-0.0009080024319700897,
0.011891830712556839,
-0.09286456555128098,
-0.014737633988261223,
0.03303251415491104,
0.06620043516159058,
0.0673709288239479,
-0.02676931582391262,
-0.033110566437244415,
0.005684305913746357,
0.05458981543779373,
-0.04112296178936958,
-0.005528213921934366,
0.030389616265892982,
-0.003687053918838501,
0.08479961007833481,
0.0693320631980896,
-0.007638704963028431,
0.096140056848526,
0.06223681569099426,
0.019231246784329414,
0.10944639891386032,
0.01836775615811348,
-0.0065406677313148975,
-0.09100403636693954,
-0.06714548915624619,
-0.05868908762931824,
-0.08318325132131577,
-0.05359439551830292,
0.01951046660542488,
0.03159221634268761,
-0.0740731731057167,
0.09510821849107742,
-0.030703846365213394,
0.03462958708405495,
-0.02764379233121872,
0.011144448071718216,
-0.02343497797846794,
0.011953580193221569,
-0.11657661199569702,
0.062139078974723816,
0.00935677345842123,
0.056588709354400635,
-0.0020020571537315845,
-0.013335660099983215,
-0.07477311044931412,
-0.023097237572073936,
-0.04749235138297081,
0.014851158484816551,
-0.06458277255296707,
-0.056326404213905334,
0.11552312225103378,
-0.016369512304663658,
0.07889099419116974,
0.026702644303441048
] | p | And I’ll explain what do we mean by light? | [
"blog",
"blog/fast-embed-models"
] | 15,877 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
-0.02746562846004963,
-0.02157582715153694,
-0.03838713467121124,
0.0184489618986845,
0.016503147780895233,
0.09420806169509888,
0.0044701723381876945,
-0.0707743912935257,
-0.002374994568526745,
-0.07807859778404236,
0.04796086996793747,
0.07119938731193542,
-0.05023506283760071,
-0.02314777858555317,
0.0017221149755641818,
-0.0870509147644043,
0.043650656938552856,
0.04421953856945038,
-0.053133774548769,
0.03387364000082016,
-0.04791450500488281,
-0.008770259097218513,
0.1291584074497223,
0.07693986594676971,
-0.06958668678998947,
-0.02041945420205593,
-0.04569548740983009,
-0.0138844670727849,
0.01506777759641409,
-0.09112630039453506,
0.03461213409900665,
0.031910091638565063,
0.006670025642961264,
0.015215075574815273,
-0.04625290632247925,
0.03673559054732323,
-0.05791105329990387,
-0.02623496577143669,
0.09286143630743027,
-0.05792921036481857,
-0.05213237553834915,
-0.05451930686831474,
-0.0738644003868103,
0.04865698143839836,
-0.04627262055873871,
0.05545502156019211,
0.009379245340824127,
-0.017933465540409088,
-0.007007750682532787,
-0.037400923669338226,
-0.06572508811950684,
0.07518402487039566,
-0.03323820233345032,
-0.032008808106184006,
0.0337553508579731,
0.08381577581167221,
0.05642439424991608,
0.008634367026388645,
-0.033057861030101776,
-0.0007564976112917066,
-0.0820624902844429,
-0.14674335718154907,
-0.04973326250910759,
0.024689996615052223,
-0.03258999437093735,
-0.05013161152601242,
0.04546263441443443,
-0.022422252222895622,
0.04432113468647003,
0.016548940911889076,
-0.00393293472006917,
0.07231797277927399,
0.05145426467061043,
-0.029912883415818214,
-0.03933703154325485,
0.022807037457823753,
0.00436314195394516,
-0.013289302587509155,
-0.023994460701942444,
-0.0009501538588665426,
0.031123051419854164,
-0.07463785260915756,
-0.02879243530333042,
-0.0028469418175518513,
0.07769820839166641,
0.03879740461707115,
-0.01786777190864086,
0.03813757374882698,
-0.01665763556957245,
-0.027434373274445534,
-0.04156819358468056,
-0.06631743907928467,
0.08703542500734329,
-0.07421723008155823,
0.012679792940616608,
0.0734843909740448,
0.01576678454875946,
-0.042046934366226196,
-0.07528603076934814,
0.015786435455083847,
0.06410699337720871,
0.08953539282083511,
-0.058454640209674835,
-0.00047550920862704515,
-0.00434086425229907,
-0.056534525007009506,
0.019976399838924408,
0.0349750891327858,
0.034881580621004105,
-0.02405453287065029,
0.011842607520520687,
0.030393267050385475,
0.03855589032173157,
0.06811998039484024,
-0.031754929572343826,
-0.006732230540364981,
-0.07703183591365814,
-0.07248032838106155,
0.03405167534947395,
0.05855238810181618,
-0.04236852377653122,
0.010680689476430416,
0.037191346287727356,
0.029223481193184853,
0.05806264653801918,
-0.0313684344291687,
0.009368901140987873,
-5.828487802486719e-33,
0.039655305445194244,
0.030336223542690277,
-0.0030830111354589462,
-0.04482050612568855,
-0.05145181342959404,
0.02480044960975647,
-0.057934798300266266,
-0.027793806046247482,
-0.012790127657353878,
-0.06315408647060394,
0.038590285927057266,
-0.06231170892715454,
-0.011739330366253853,
0.13199427723884583,
0.004165072459727526,
-0.06186861917376518,
-0.07817661762237549,
0.05010013282299042,
-0.004502181429415941,
-0.03511274978518486,
0.004572928883135319,
-0.025232573971152306,
0.04858951270580292,
-0.08631973713636398,
0.0452810563147068,
-0.03479990363121033,
-0.01719634234905243,
0.05042232573032379,
0.10037373751401901,
0.03082803264260292,
-0.07925388216972351,
0.0490412712097168,
-0.0396609902381897,
-0.029705820605158806,
0.049547962844371796,
0.004676250275224447,
0.028903556987643242,
-0.0067820134572684765,
0.03999299928545952,
-0.041099730879068375,
0.034427229315042496,
0.04310213401913643,
-0.022417275235056877,
-0.05184871330857277,
-0.05468451976776123,
-0.03137122094631195,
0.020619451999664307,
0.02910565212368965,
-0.035563770681619644,
-0.0020758421160280704,
0.054713405668735504,
0.03561849519610405,
-0.0737413614988327,
-0.042128872126340866,
0.030095651745796204,
0.0485861636698246,
0.04092905670404434,
0.0019708105828613043,
-0.013812584802508354,
0.0986979529261589,
-0.012612481601536274,
0.036310840398073196,
0.028507662937045097,
0.12835748493671417,
-0.0423259474337101,
0.013171532191336155,
0.015414566732943058,
0.06747215986251831,
-0.030086135491728783,
-0.013941637240350246,
0.04667048528790474,
-0.08238963782787323,
-0.08818529546260834,
-0.026585962623357773,
0.031131522729992867,
0.041358888149261475,
0.10117382556200027,
0.0030188332311809063,
0.012518292292952538,
-0.09488040208816528,
0.017972661182284355,
-0.04347431659698486,
-0.005632959306240082,
0.015659186989068985,
0.09847445785999298,
-0.016805902123451233,
0.12303552031517029,
-0.07253028452396393,
-0.012851015664637089,
-0.017098724842071533,
-0.031049104407429695,
0.013794196769595146,
0.020664189010858536,
0.05035749077796936,
-0.12336435168981552,
2.4094454846979904e-33,
-0.016620079055428505,
-0.07508447021245956,
0.01700441911816597,
0.03154187649488449,
0.029720060527324677,
-0.008675768971443176,
-0.03076760657131672,
-0.02312598191201687,
-0.06193262338638306,
0.0219144094735384,
-0.028484653681516647,
-0.04138834774494171,
-0.0604211799800396,
0.004663336090743542,
-0.01523765828460455,
-0.03207170218229294,
0.0703451931476593,
-0.029255064204335213,
-0.005043673329055309,
0.012146917171776295,
0.046937957406044006,
-0.0526818111538887,
-0.024685164913535118,
0.08223461359739304,
-0.0494125597178936,
0.03376557305455208,
0.004634478595107794,
-0.010918989777565002,
-0.1303541660308838,
-0.06082130968570709,
-0.11088014394044876,
-0.004575739149004221,
-0.04054134339094162,
0.006326927803456783,
0.021440396085381508,
0.017044341191649437,
0.05156116187572479,
0.009447939693927765,
-0.07885181158781052,
0.08984562009572983,
0.07248148322105408,
0.026742571964859962,
-0.14099618792533875,
0.054719310253858566,
-0.04487112537026405,
-0.029182763770222664,
0.03250640258193016,
0.0996285155415535,
0.04613923281431198,
0.12579569220542908,
0.011232960037887096,
0.0018768062582239509,
-0.04930991306900978,
-0.015367088839411736,
0.0042091053910553455,
-0.012805192731320858,
-0.044763658195734024,
-0.14586271345615387,
0.030483270063996315,
0.03098120726644993,
-0.03865637257695198,
0.027463387697935104,
-0.02986513264477253,
-0.05896056070923805,
0.08667726069688797,
-0.04870947450399399,
0.04924924299120903,
-0.04147116094827652,
-0.030530326068401337,
0.08152063190937042,
0.09383412450551987,
-0.03848717734217644,
-0.1230558380484581,
0.022101949900388718,
-0.035607192665338516,
-0.03909870982170105,
-0.03846823796629906,
0.01422245241701603,
-0.05518167093396187,
-0.013440955430269241,
-0.004554484039545059,
0.004339913837611675,
-0.022969169542193413,
0.0246137585490942,
-0.038515713065862656,
0.026588881388306618,
0.005740785039961338,
0.024760359898209572,
0.043110691010951996,
-0.007921573705971241,
-0.04354707896709442,
0.02615242451429367,
0.06525606662034988,
0.049351323395967484,
-0.07724760472774506,
-1.7636274662891083e-8,
-0.05270044133067131,
0.01442425511777401,
0.021436652168631554,
0.050814155489206314,
0.08357707411050797,
-0.016203727573156357,
-0.06439830362796783,
0.08025670051574707,
-0.02616395615041256,
-0.042010944336652756,
0.0750986710190773,
-0.004579972475767136,
-0.02073035016655922,
0.03244863823056221,
0.058650027960538864,
0.07726461440324783,
0.022401385009288788,
0.02411855012178421,
-0.036306947469711304,
0.02881217934191227,
0.008775587193667889,
0.03434087336063385,
0.06482771039009094,
0.04034925624728203,
-0.038512032479047775,
-0.022731775417923927,
0.027507556602358818,
0.07972726970911026,
0.016180524602532387,
0.05656657740473747,
-0.0531957671046257,
-0.010835780762135983,
-0.032873839139938354,
-0.028398316353559494,
0.04383563995361328,
-0.04270854592323303,
-0.017313605174422264,
0.05358927324414253,
0.06201222166419029,
-0.032438475638628006,
-0.02811087667942047,
0.01851288229227066,
0.04545046389102936,
0.05005993694067001,
-0.05548812076449394,
-0.019027557224035263,
-0.0808468908071518,
-0.011720824055373669,
0.058774903416633606,
-0.03936789929866791,
-0.060203101485967636,
0.052906110882759094,
0.035602644085884094,
0.09231700003147125,
0.09833559393882751,
0.11699778586626053,
-0.0010236389935016632,
-0.06320244818925858,
-0.04615706205368042,
-0.05211104080080986,
0.07967109233140945,
0.02571701444685459,
-0.05066448450088501,
0.03226654231548309
] | p | We want recall to be fast, right? | [
"blog",
"blog/fast-embed-models"
] | 15,878 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17) | [
-0.033946745097637177,
-0.11649814993143082,
0.00476737879216671,
-0.04401157423853874,
0.05268089100718498,
0.006217889953404665,
-0.06561046838760376,
-0.037867166101932526,
0.07739092409610748,
-0.056850507855415344,
0.025693640112876892,
0.03138020262122154,
0.013325919397175312,
0.0468924455344677,
0.0004782933392561972,
-0.03644430637359619,
0.07281573116779327,
0.011682271026074886,
-0.07393287122249603,
0.06799482554197311,
0.006190052721649408,
-0.0037992456927895546,
0.019370470196008682,
-0.0700281411409378,
0.00865219160914421,
-0.016415493562817574,
0.002180966781452298,
0.04166945815086365,
0.08095230907201767,
-0.036493316292762756,
0.06649449467658997,
0.021040985360741615,
-0.03268730640411377,
0.010593465529382229,
-0.07627549022436142,
0.10166952013969421,
-0.005629489663988352,
-0.009924571961164474,
-0.06099537014961243,
-0.054195091128349304,
-0.01298582274466753,
0.037914883345365524,
-0.0328141450881958,
0.09003128111362457,
-0.044378601014614105,
-0.019885895773768425,
-0.05947987362742424,
-0.035082973539829254,
-0.044473614543676376,
0.04650508984923363,
-0.07283695787191391,
-0.061497002840042114,
-0.05461003631353378,
-0.061061225831508636,
0.025677677243947983,
0.005548228044062853,
-0.033880870789289474,
0.012261452153325081,
0.019339172169566154,
-0.002897456055507064,
-0.03728894516825676,
-0.01942805014550686,
0.06085658445954323,
0.076767697930336,
0.060577090829610825,
-0.03598634898662567,
-0.0028368609491735697,
0.09046445041894913,
-0.009242369793355465,
-0.0241894219070673,
-0.045169610530138016,
0.017401179298758507,
-0.06843341886997223,
0.0489203967154026,
-0.05633987858891487,
0.0408424511551857,
-0.00404501473531127,
-0.018469547852873802,
-0.014423977583646774,
-0.06288325041532516,
0.02301352098584175,
0.05509062483906746,
0.012380778789520264,
-0.008533671498298645,
0.06309324502944946,
0.06716585904359818,
0.021791160106658936,
-0.04390513151884079,
-0.09298479557037354,
-0.03258511424064636,
-0.02536480873823166,
-0.10693590342998505,
0.050810474902391434,
0.022260839119553566,
0.014663910493254662,
-0.03676917403936386,
-0.030219517648220062,
0.027241509407758713,
0.061622604727745056,
0.014191268011927605,
-0.04105094075202942,
0.0280270054936409,
0.08174414187669754,
0.04346892237663269,
0.046078793704509735,
-0.11348986625671387,
-0.00883020181208849,
-0.021605737507343292,
-0.012247120961546898,
-0.08780426532030106,
-0.10383525490760803,
-0.04641426354646683,
-0.005167327355593443,
0.04360469430685043,
0.039851222187280655,
-0.09128643572330475,
0.060183264315128326,
-0.007817737758159637,
0.056881096214056015,
0.006775462534278631,
-0.009818065911531448,
0.01812121830880642,
-0.029523037374019623,
0.01167792733758688,
0.010495156981050968,
-0.0719025656580925,
-0.048046987503767014,
-1.0808654943776587e-33,
0.07634827494621277,
-0.0056928545236587524,
0.02173418179154396,
0.07845734059810638,
0.06855304539203644,
0.008815179578959942,
-0.07348410040140152,
0.11901296675205231,
-0.0081363245844841,
0.012474212795495987,
-0.019162466749548912,
0.0614069364964962,
0.009080933406949043,
0.10498687624931335,
0.0029396864119917154,
-0.017095278948545456,
-0.0934179499745369,
0.011734589003026485,
-0.007552672643214464,
-0.03633018583059311,
-0.01653638482093811,
-0.006466785911470652,
-0.014581932686269283,
-0.07848989218473434,
-0.06709649413824081,
0.010408501140773296,
0.06838846206665039,
-0.05613298714160919,
0.016505837440490723,
-0.020017800852656364,
-0.05604366213083267,
-0.0012955146376043558,
-0.002322656800970435,
0.004179453942924738,
0.015487677417695522,
0.029400672763586044,
0.10450151562690735,
-0.08737625926733017,
-0.02749994769692421,
-0.03165349364280701,
0.07654407620429993,
0.025247588753700256,
-0.04855642095208168,
-0.08023162931203842,
0.05591817572712898,
0.029667561873793602,
0.08170491456985474,
-0.0376625657081604,
-0.06117107719182968,
-0.064217209815979,
0.06700925529003143,
0.031853243708610535,
0.03620985895395279,
-0.054247885942459106,
0.03066442161798477,
-0.06746955215930939,
-0.06998094171285629,
0.021933821961283684,
0.059052418917417526,
-0.0023768499959260225,
-0.059770941734313965,
0.031993113458156586,
0.05423234775662422,
-0.011138086207211018,
-0.010597926564514637,
0.06037795916199684,
0.010677015408873558,
-0.010986270383000374,
-0.014639143832027912,
0.05419818311929703,
-0.010515651665627956,
0.030689788982272148,
-0.14303164184093475,
0.010690189898014069,
-0.048528943210840225,
-0.03165176883339882,
-0.07404185086488724,
-0.05908350646495819,
0.0553615465760231,
0.04824944958090782,
-0.0982995256781578,
-0.046743907034397125,
-0.06797556579113007,
-0.04146697372198105,
-0.08143529295921326,
-0.13838735222816467,
0.10244350135326385,
-0.04881105199456215,
0.007682173512876034,
-0.025430815294384956,
0.03718140348792076,
0.006693997420370579,
-0.020835185423493385,
0.00788779929280281,
0.04788012057542801,
-1.635793877704302e-33,
-0.0814317986369133,
-0.04725757986307144,
-0.05036496743559837,
0.07113981992006302,
-0.011280848644673824,
0.041225410997867584,
0.041115861386060715,
-0.010769163258373737,
-0.06322848051786423,
0.027632130309939384,
-0.004152317531406879,
-0.06982287019491196,
0.007780811283737421,
-0.08104545623064041,
-0.03562280535697937,
-0.00521389814093709,
-0.029936881735920906,
0.05522654578089714,
-0.001867444021627307,
0.030573487281799316,
0.04849841818213463,
0.03636576607823372,
-0.07757249474525452,
0.04953506216406822,
0.11630824208259583,
0.10861799865961075,
-0.021072864532470703,
-0.03127802535891533,
-0.04143621772527695,
-0.01691237837076187,
-0.010527679696679115,
-0.06103593483567238,
-0.053714048117399216,
-0.035351578146219254,
-0.024090755730867386,
0.014905780553817749,
0.06114049628376961,
0.025032315403223038,
-0.03161843493580818,
-0.11860856413841248,
0.002807271433994174,
0.011825270019471645,
-0.11976838111877441,
0.018772348761558533,
-0.036569587886333466,
-0.030573101714253426,
0.001560537493787706,
0.01997060328722,
0.04341902583837509,
-0.0372437946498394,
-0.006233661901205778,
-0.02448732778429985,
-0.049581460654735565,
-0.10820620507001877,
-0.03698175773024559,
-0.02390729822218418,
0.034070804715156555,
-0.01540480088442564,
0.011969453655183315,
0.06641358882188797,
0.09378428757190704,
-0.08063448220491409,
0.02230219542980194,
-0.03440670669078827,
0.0014470505993813276,
-0.0320422388613224,
-0.001126802759245038,
0.090763621032238,
-0.06842862814664841,
0.006523698568344116,
0.0017317794263362885,
-0.017380736768245697,
-0.025470070540905,
0.02512720786035061,
0.05493348091840744,
-0.05603518337011337,
0.1509445458650589,
-0.020658258348703384,
-0.0015353370690718293,
-0.06053680554032326,
0.03559570387005806,
-0.07456796616315842,
0.04254261776804924,
0.036322787404060364,
0.0669775977730751,
0.06237741559743881,
-0.058315012603998184,
0.041405003517866135,
0.037970662117004395,
0.037349872291088104,
-0.02905455231666565,
0.010442801751196384,
-0.073338583111763,
0.12658613920211792,
-0.0007557258359156549,
-3.039511042857157e-8,
-0.03542698919773102,
0.021613609045743942,
0.06704067438840866,
-0.0032237418927252293,
-0.052967529743909836,
-0.016746761277318,
0.0015807475429028273,
0.011127759702503681,
-0.0470416322350502,
-0.0025925214868038893,
-0.029094671830534935,
0.027875520288944244,
-0.04694051668047905,
0.05969848483800888,
0.08018133044242859,
0.04211621358990669,
-0.026828240603208542,
-0.04442843422293663,
0.02569338120520115,
0.12291338294744492,
-0.032656777650117874,
0.0850415900349617,
0.0036101534496992826,
0.008955981582403183,
-0.052200835198163986,
0.018298743292689323,
-0.0661206766963005,
0.02593485824763775,
0.06879482418298721,
0.004550679586827755,
-0.0012050989316776395,
0.029874321073293686,
-0.017999667674303055,
-0.01415187120437622,
-0.030522378161549568,
0.057242896407842636,
0.0006973035051487386,
-0.02270762249827385,
-0.03493461757898331,
-0.07200589776039124,
0.047484155744314194,
-0.009803076274693012,
0.023902934044599533,
0.02747637778520584,
0.11275485903024673,
0.062361251562833786,
0.0481095053255558,
0.008070292882621288,
-0.07095247507095337,
-0.008272621780633926,
0.02480270154774189,
-0.021289903670549393,
-0.022350402548909187,
-0.03602807596325874,
0.10168647021055222,
-0.021894337609410286,
-0.005468298215419054,
0.015151356346905231,
0.07030710577964783,
-0.02724352851510048,
0.051383573561906815,
0.014148232527077198,
0.1117282435297966,
0.006620769388973713
] | p | I mean, that’s what we started with that what are embedding we want to be make sure that similar things are similar. | [
"blog",
"blog/fast-embed-models"
] | 15,879 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,880 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.03483108803629875,
-0.04601730778813362,
-0.05524931848049164,
0.033141545951366425,
-0.012774345465004444,
0.0559283085167408,
0.04477927088737488,
0.0047747110947966576,
0.0630960687994957,
-0.0513240247964859,
0.054241325706243515,
0.08739031851291656,
0.02791067585349083,
-0.010922040790319443,
-0.039668817073106766,
-0.06160161271691322,
0.02770308032631874,
0.01902063563466072,
-0.003512262599542737,
0.014415208250284195,
0.02788553759455681,
0.07282870262861252,
0.07037334889173508,
0.08288951218128204,
-0.04190751165151596,
-0.021754158660769463,
-0.008363128639757633,
0.005277452524751425,
0.019157666712999344,
-0.03689774125814438,
0.03637275844812393,
0.053779877722263336,
-0.03101593255996704,
-0.011644585989415646,
-0.031907860189676285,
0.06169240549206734,
-0.15563800930976868,
0.04012744873762131,
0.037801049649715424,
-0.08864929527044296,
-0.03635893017053604,
-0.00857074186205864,
-0.07977742701768875,
0.04489684849977493,
-0.040033526718616486,
0.01774965226650238,
-0.05895471200346947,
0.005305713973939419,
0.0019528743578121066,
-0.007274046074599028,
-0.026178041473031044,
0.036601804196834564,
-0.050827231258153915,
-0.01814970001578331,
0.009767690673470497,
0.020641162991523743,
0.1030164584517479,
0.0001293677050853148,
-0.031720321625471115,
0.015669632703065872,
-0.03287253528833389,
-0.0837404653429985,
-0.13861869275569916,
0.012256034649908543,
-0.06639569252729416,
0.022113429382443428,
-0.006974301300942898,
-0.043828334659338,
0.029470114037394524,
-0.02613147906959057,
0.07419637590646744,
0.033765874803066254,
0.05927611142396927,
-0.0006655448814854026,
-0.01081254705786705,
0.08467520773410797,
0.003951938822865486,
-0.010415056720376015,
0.0004960144869983196,
0.06991326808929443,
-0.008837905712425709,
-0.10307876765727997,
-0.010240759700536728,
-0.006238185800611973,
0.09263958036899567,
-0.03963292017579079,
-0.000001367113100059214,
-0.031991466879844666,
-0.0077928160317242146,
0.012489219196140766,
-0.14569106698036194,
-0.1054917424917221,
0.11002160608768463,
-0.060639649629592896,
-0.036534447222948074,
0.00886187981814146,
0.06741157919168472,
-0.035036977380514145,
-0.02355123497545719,
0.013969607651233673,
-0.0005232645198702812,
0.10419292002916336,
-0.050015196204185486,
-0.05507092550396919,
0.02398933470249176,
-0.04070773348212242,
0.01844012923538685,
-0.05723627656698227,
0.038885585963726044,
-0.04844183474779129,
-0.03478272259235382,
-0.0005742678768001497,
0.026584964245557785,
0.04274675250053406,
-0.014151135459542274,
-0.029730278998613358,
-0.07321397215127945,
-0.030492257326841354,
0.00239366153255105,
0.04253281652927399,
0.029433391988277435,
-0.0006106479559093714,
0.055373501032590866,
0.0018988014198839664,
-0.04103657975792885,
-0.04479800909757614,
-0.002616885816678405,
-7.451484403801405e-33,
0.06040233001112938,
-0.02988479472696781,
-0.02359391562640667,
-0.021367259323596954,
0.0063496241346001625,
-0.0035752099938690662,
-0.09952959418296814,
-0.013463107869029045,
0.020763296633958817,
-0.07272622734308243,
0.04182780161499977,
-0.05362612009048462,
0.031476639211177826,
0.12370514124631882,
0.04753359034657478,
-0.029169132933020592,
-0.11980706453323364,
0.09791328758001328,
-0.022754861041903496,
-0.014588452875614166,
-0.05956899747252464,
-0.0025346388574689627,
0.08414794504642487,
-0.03233182430267334,
0.0027589721139520407,
-0.03272205963730812,
-0.007298359647393227,
0.02322809211909771,
0.07452160120010376,
0.02633766643702984,
0.031045718118548393,
0.047144509851932526,
0.0913567990064621,
0.04458300769329071,
0.02069610171020031,
0.040973734110593796,
0.06280513852834702,
-0.0071731689386069775,
0.016169507056474686,
-0.010318663902580738,
0.01254021655768156,
-0.0035179138649255037,
-0.030937520787119865,
-0.02202526479959488,
-0.04516157507896423,
-0.10756620764732361,
-0.022526981309056282,
-0.05475235730409622,
-0.09295825660228729,
-0.02496481128036976,
0.059170402586460114,
0.024315815418958664,
-0.002212278777733445,
-0.04801012575626373,
-0.03533567860722542,
0.039241768419742584,
0.04351559653878212,
-0.016176780685782433,
-0.01719633862376213,
0.0912085622549057,
0.023739350959658623,
0.04336950555443764,
-0.001683875685557723,
0.11414297670125961,
-0.037814173847436905,
-0.03256574645638466,
0.019510742276906967,
0.02459252066910267,
-0.05953114107251167,
0.026343705132603645,
0.045097026973962784,
-0.053215913474559784,
-0.05114123597741127,
0.06561734527349472,
-0.0017508562887087464,
0.013169326819479465,
0.06720811128616333,
0.03748377040028572,
0.009445395320653915,
-0.089286670088768,
-0.004753852263092995,
-0.1372358351945877,
0.005494802724570036,
-0.0012030324432998896,
-0.0662563145160675,
0.009002056904137135,
0.07997307181358337,
-0.05919181555509567,
-0.05716080963611603,
-0.007196667138487101,
-0.04270622134208679,
0.009959484450519085,
0.005479018669575453,
0.05280156806111336,
-0.03023986704647541,
3.2197319241480325e-33,
-0.017193300649523735,
-0.036062147468328476,
0.001240840763784945,
0.026074089109897614,
0.024611232802271843,
-0.08125558495521545,
0.0005127569893375039,
-0.0006687247077934444,
-0.05538170784711838,
0.03201989457011223,
-0.03992846980690956,
-0.006133305840194225,
-0.05200792849063873,
0.05706692114472389,
0.0054141804575920105,
-0.004656434524804354,
0.04035267233848572,
-0.034785278141498566,
-0.04202783852815628,
0.062293797731399536,
0.05851045250892639,
-0.06134095788002014,
0.02123098261654377,
0.05032365769147873,
-0.024980220943689346,
0.05740298330783844,
-0.014442610554397106,
-0.04651585966348648,
-0.08666343241930008,
-0.048896532505750656,
-0.06076816841959953,
-0.045708730816841125,
-0.00008450908353552222,
0.013401472009718418,
0.016557570546865463,
-0.03756023570895195,
0.05931505933403969,
-0.043125756084918976,
-0.08356431126594543,
0.04500408098101616,
0.05113314092159271,
0.04763003811240196,
-0.08113747090101242,
0.09142936766147614,
-0.04264463111758232,
-0.09325332939624786,
-0.023107517510652542,
0.05289840325713158,
0.08493173122406006,
0.04610568284988403,
-0.059111714363098145,
-0.021385297179222107,
-0.04271430894732475,
0.03333226963877678,
-0.029786691069602966,
0.029095103964209557,
0.023199979215860367,
-0.06032755225896835,
0.01932057924568653,
0.018687358126044273,
0.022370286285877228,
0.06174270436167717,
-0.03597944974899292,
-0.047285739332437515,
0.07662653177976608,
-0.020251259207725525,
-0.003241988830268383,
-0.04628833383321762,
-0.06377453356981277,
0.10859414935112,
0.15783797204494476,
0.0520087368786335,
-0.09309970587491989,
-0.08787008374929428,
0.047145258635282516,
-0.029105445370078087,
-0.07152484357357025,
0.010331873781979084,
-0.046407829970121384,
-0.033350009471178055,
-0.018889091908931732,
-0.06825681030750275,
0.03372044861316681,
0.06945239007472992,
0.011530415154993534,
0.010782159864902496,
0.006240248214453459,
0.06642592698335648,
-0.007880046963691711,
-0.023391161113977432,
-0.03977850824594498,
0.004862416535615921,
0.04111797735095024,
0.025863563641905785,
-0.08525138348340988,
-2.116290964693235e-8,
-0.0685344934463501,
0.017537619918584824,
0.05986946448683739,
0.05364641174674034,
0.11634454876184464,
-0.09812351316213608,
-0.04123605415225029,
0.04438411444425583,
-0.01426244992762804,
-0.04797672480344772,
-0.02315112017095089,
-0.0014903164701536298,
-0.03369199112057686,
-0.009818998165428638,
0.035235852003097534,
-0.009408482350409031,
0.08995787799358368,
0.06838414072990417,
-0.009396076202392578,
0.036092039197683334,
-0.040282223373651505,
0.034933727234601974,
0.06417995691299438,
0.05919415503740311,
-0.01986117847263813,
-0.025024425238370895,
0.014019944705069065,
0.10287874191999435,
0.044396158307790756,
0.0587659515440464,
0.052048612385988235,
-0.005738886538892984,
0.04537579044699669,
-0.04372329264879227,
0.02186918631196022,
0.04189150035381317,
-0.0015076703857630491,
-0.027862410992383957,
0.05578100308775902,
-0.06603363156318665,
-0.03145052120089531,
-0.025007858872413635,
0.0347297228872776,
0.08994073420763016,
0.023661255836486816,
0.01123511791229248,
-0.05048111081123352,
-0.003936649765819311,
0.09025277942419052,
-0.07905660569667816,
-0.03322454169392586,
0.05977180600166321,
0.05937313288450241,
0.08631915599107742,
0.13186942040920258,
0.0581996813416481,
0.0330013632774353,
-0.05236394330859184,
0.008312160149216652,
-0.07767070084810257,
0.023262977600097656,
-0.0049204146489501,
-0.0003537198936101049,
0.04422890767455101
] | p | That’s what we call recall. | [
"blog",
"blog/fast-embed-models"
] | 15,881 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.030569639056921005,
-0.03024790622293949,
-0.06382772326469421,
0.024346662685275078,
-0.025894295424222946,
0.0344560444355011,
0.05542315915226936,
-0.010447570122778416,
0.09642132371664047,
-0.048549260944128036,
0.035580456256866455,
0.03818455711007118,
0.05560107156634331,
0.009649463929235935,
-0.08016207814216614,
-0.04443036764860153,
0.05381486192345619,
0.029869243502616882,
-0.026979709044098854,
-0.02680218778550625,
0.07868880033493042,
0.0755574107170105,
0.06129581853747368,
0.001211581053212285,
-0.0002641962782945484,
0.00817720964550972,
-0.07673127949237823,
-0.024212583899497986,
0.02435527928173542,
-0.03940500319004059,
0.03980258107185364,
0.09600014239549637,
-0.020104533061385155,
0.037534717470407486,
-0.056627966463565826,
0.040143899619579315,
-0.17496417462825775,
0.0036523151211440563,
0.09145752340555191,
-0.07600868493318558,
-0.03849487751722336,
0.005040926393121481,
-0.032429877668619156,
0.05139722302556038,
0.011809301562607288,
0.05212719365954399,
-0.0807265117764473,
0.030810080468654633,
0.006202383898198605,
0.039905205368995667,
-0.07365580648183823,
0.02707344852387905,
-0.06487026065587997,
0.05541238188743591,
0.0046080294996500015,
0.08804023265838623,
0.034384384751319885,
-0.011326172389090061,
-0.05614471063017845,
0.004971406422555447,
-0.012771992944180965,
-0.08490147441625595,
-0.11296550184488297,
0.005511248949915171,
0.0353751964867115,
-0.04583660885691643,
0.005817071069031954,
-0.09242698550224304,
0.03400478884577751,
-0.08246126025915146,
0.04880622401833534,
0.07596772164106369,
0.04848378151655197,
0.04234958812594414,
0.0009385216399095953,
0.036839187145233154,
0.01891523413360119,
-0.015028160996735096,
0.03254657983779907,
0.09028530865907669,
-0.038983482867479324,
0.0002313782460987568,
0.0013045330997556448,
0.008076930418610573,
0.07669661939144135,
-0.04463781788945198,
0.005839512217789888,
-0.03866192325949669,
-0.014462052844464779,
-0.018845418468117714,
-0.1091039776802063,
-0.12128195911645889,
0.023525310680270195,
-0.0659443587064743,
-0.05016665160655975,
0.02725004032254219,
0.08386847376823425,
0.043356508016586304,
0.0006444660248234868,
-0.03371382877230644,
0.02863660827279091,
0.09618044644594193,
-0.07982081919908524,
-0.007792603690177202,
0.0036563745234161615,
-0.05839594453573227,
-0.01776956208050251,
-0.017871666699647903,
0.05260227248072624,
-0.08760298788547516,
-0.01825212687253952,
-0.037754885852336884,
0.021460428833961487,
0.020890144631266594,
-0.038369886577129364,
0.0018581177573651075,
-0.07445003092288971,
0.006385335698723793,
0.021086275577545166,
0.06278064846992493,
-0.04812109097838402,
0.028664976358413696,
0.04476657137274742,
-0.036094002425670624,
-0.04938707873225212,
-0.010301920585334301,
0.02187964878976345,
-5.352106961872479e-33,
-0.0015849422197788954,
-0.04624493047595024,
-0.003896392183378339,
0.011285877786576748,
-0.0196929182857275,
-0.023480122908949852,
-0.10057905316352844,
0.01530864741653204,
0.0165734700858593,
-0.05968865007162094,
0.008620720356702805,
-0.02316734381020069,
0.016828322783112526,
0.12062511593103409,
0.009707286022603512,
0.025774113833904266,
-0.1116543635725975,
0.11819750815629959,
-0.03299295902252197,
-0.0072922417894005775,
-0.011374897323548794,
0.04051180183887482,
0.09076222032308578,
-0.09370312094688416,
-0.011006435379385948,
-0.028490835800766945,
-0.0053891404531896114,
0.011664745397865772,
-0.0027680147904902697,
0.014256957918405533,
-0.005494775716215372,
0.03655596449971199,
0.03615802899003029,
0.0035197781398892403,
0.07343604415655136,
0.028746062889695168,
0.08368802815675735,
-0.038145411759614944,
0.011148172430694103,
-0.010864362120628357,
0.012978713028132915,
-0.023659389466047287,
0.006929571274667978,
-0.06001080200076103,
-0.06341373920440674,
-0.11469747871160507,
-0.02072925865650177,
-0.03943459689617157,
-0.04244302585721016,
0.0036934989038854837,
0.04245612025260925,
0.009314371272921562,
0.004578829277306795,
-0.008669559843838215,
0.030498139560222626,
0.044805314391851425,
0.052826303988695145,
0.025636153295636177,
-0.00786671880632639,
0.12102388590574265,
0.028172528371214867,
0.022817177698016167,
0.044056132435798645,
0.0972774550318718,
-0.01612795703113079,
0.04091186448931694,
-0.012229117564857006,
0.0498240701854229,
0.008878489024937153,
0.025034572929143906,
0.0075894920155406,
-0.03406084328889847,
-0.002036196645349264,
0.0004636122612282634,
0.05818876251578331,
-0.01673857867717743,
0.053175102919340134,
0.0015712130116298795,
0.03929721564054489,
-0.04517339915037155,
-0.021207483485341072,
-0.0834503322839737,
-0.022351615130901337,
0.005087722558528185,
-0.08071362227201462,
0.029953699558973312,
0.08792603760957718,
-0.11504796147346497,
-0.04109802469611168,
-0.06433539092540741,
-0.033825840801000595,
0.0034611753653734922,
-0.013256753794848919,
0.0037449232768267393,
-0.031098248437047005,
1.2614726708708182e-33,
-0.0054147010669112206,
-0.05724412575364113,
-0.041289497166872025,
0.08614705502986908,
0.026711296290159225,
-0.06952550262212753,
0.032152801752090454,
-0.015295173041522503,
-0.04976909980177879,
0.016397954896092415,
-0.06353480368852615,
0.004341230262070894,
-0.07423426955938339,
0.0312623456120491,
-0.022687258198857307,
0.06363938003778458,
-0.030600467696785927,
-0.058313172310590744,
-0.08207615464925766,
0.09132575243711472,
0.010062414221465588,
-0.06533437222242355,
-0.029593240469694138,
0.017815662547945976,
0.008091428317129612,
0.04237745329737663,
0.034036118537187576,
-0.10741265118122101,
-0.07670470327138901,
-0.052112068980932236,
-0.04893321916460991,
-0.08214528113603592,
-0.00597931956872344,
-0.00012238016643095762,
0.016708938404917717,
0.008862920105457306,
0.08831396698951721,
-0.10677521675825119,
-0.0848982110619545,
0.06099520996212959,
-0.001082297065295279,
0.08536691963672638,
-0.061041656881570816,
0.08559910953044891,
-0.04868755489587784,
-0.06737402081489563,
-0.07111574709415436,
0.056891150772571564,
0.07387740910053253,
0.02466791495680809,
0.004926916677504778,
0.03152570128440857,
-0.06516851484775543,
0.012110239826142788,
-0.005982453469187021,
0.06026540696620941,
-0.08666152507066727,
-0.023906439542770386,
0.02062477357685566,
0.05159773677587509,
-0.024516770616173744,
0.033241063356399536,
-0.03547969460487366,
-0.003268599510192871,
0.051358412951231,
0.04811350628733635,
-0.012598251923918724,
-0.0047585126012563705,
-0.09492187947034836,
0.04391157254576683,
0.099709153175354,
0.02955552563071251,
-0.05780036002397537,
-0.09467635303735733,
0.021010952070355415,
-0.002609638264402747,
-0.008731754496693611,
0.0003538077580742538,
-0.06672003120183945,
-0.032618869096040726,
-0.03468260541558266,
-0.04290539398789406,
-0.0026156834792345762,
0.08463716506958008,
-0.025216080248355865,
-0.0037302752025425434,
-0.019727852195501328,
0.04987860098481178,
-0.01140163280069828,
-0.017573241144418716,
-0.009878609329462051,
0.016391528770327568,
0.0418684259057045,
-0.03344058245420456,
-0.036885909736156464,
-2.1367604574606958e-8,
-0.0773339495062828,
0.03453628346323967,
0.04151194542646408,
0.03925132751464844,
0.07555808126926422,
-0.04392337054014206,
-0.01150348037481308,
0.0552179291844368,
-0.043149251490831375,
-0.11098524183034897,
0.01792125590145588,
-0.024746252223849297,
-0.09357473999261856,
-0.0346907302737236,
0.08106515556573868,
0.0038794984575361013,
0.0670253112912178,
0.0737869143486023,
-0.005644232966005802,
0.028187813237309456,
0.007917497307062149,
0.02698042057454586,
0.08096852898597717,
0.030390242114663124,
-0.028369929641485214,
0.033771105110645294,
-0.03867991268634796,
0.1663130223751068,
0.027140093967318535,
0.00033297741902060807,
0.06472491472959518,
0.009437141008675098,
0.04232635349035263,
-0.06058596819639206,
0.040827926248311996,
0.07771491259336472,
0.003659740788862109,
-0.04418171942234039,
0.03833425045013428,
-0.051227521151304245,
-0.00654950737953186,
0.01525990292429924,
0.01890779659152031,
0.09123660624027252,
-0.008243941701948643,
0.020204715430736542,
0.0070499395951628685,
-0.010110256262123585,
0.030855366960167885,
-0.07556238025426865,
-0.031460028141736984,
0.05422784015536308,
0.003804717678576708,
0.055286720395088196,
0.08177383989095688,
0.013906680978834629,
-0.015637261793017387,
-0.10677186399698257,
-0.0018729313742369413,
-0.0464349165558815,
0.08521346002817154,
0.026966523379087448,
-0.029490290209650993,
0.02208692952990532
] | p | We often confuse this with accuracy but in retrieval sense we’ll call it recall. | [
"blog",
"blog/fast-embed-models"
] | 15,882 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.05818850174546242,
0.003748595016077161,
0.03809627518057823,
0.021400606259703636,
0.06928767263889313,
-0.031258463859558105,
0.010450632311403751,
-0.011371961794793606,
-0.05901051685214043,
-0.009480210021138191,
-0.005649399943649769,
0.1341126412153244,
-0.05923210456967354,
0.07609868794679642,
0.05025001987814903,
-0.04898414388298988,
0.04738292098045349,
-0.035751793533563614,
-0.04052140191197395,
0.04678167402744293,
-0.12112392485141754,
-0.0434270054101944,
-0.015647565945982933,
-0.0553983598947525,
0.017742853611707687,
0.02996075339615345,
-0.05691982060670853,
0.06321623176336288,
0.06296846270561218,
-0.08679687976837158,
-0.07743027806282043,
0.059434887021780014,
0.06607108563184738,
-0.04029959812760353,
-0.007716380525380373,
-0.031771570444107056,
-0.01836135797202587,
-0.008360245265066624,
0.01661617122590542,
-0.030063403770327568,
-0.10908046364784241,
-0.10302826762199402,
-0.04070216044783592,
0.07038191705942154,
-0.03916623070836067,
0.042740944772958755,
-0.0046402327716350555,
0.011100499890744686,
0.02297579124569893,
0.03111993335187435,
0.0675339549779892,
-0.04209084063768387,
0.04315323755145073,
-0.06837193667888641,
0.012397277168929577,
0.04548950865864754,
0.06897370517253876,
0.01012120395898819,
-0.026164382696151733,
0.06471404433250427,
-0.015548850409686565,
-0.036744941025972366,
-0.05397692322731018,
0.11974414438009262,
0.05213610455393791,
0.008430367335677147,
0.022788861766457558,
-0.06051944941282272,
0.0712023600935936,
0.030529135838150978,
-0.1293734759092331,
0.009279192425310612,
-0.040718015283346176,
0.03777114301919937,
-0.0050836289301514626,
-0.030679313465952873,
0.005700242705643177,
-0.08491092920303345,
-0.03875093534588814,
0.025447066873311996,
-0.017716092988848686,
-0.029471104964613914,
-0.01910175196826458,
0.06848308444023132,
0.002729445695877075,
0.11215033382177353,
-0.024275464937090874,
0.0012250657891854644,
0.045438531786203384,
-0.10403712093830109,
0.07848631590604782,
0.07855550944805145,
0.058769483119249344,
0.012024959549307823,
0.04691750928759575,
-0.015470772981643677,
-0.04417436942458153,
0.041172999888658524,
-0.17829734086990356,
0.031191879883408546,
-0.07917507737874985,
0.02788665145635605,
0.008678748272359371,
-0.09618563950061798,
0.008006655611097813,
-0.03298012539744377,
0.006372164934873581,
0.017712978646159172,
0.030416833236813545,
0.021371493116021156,
-0.03209531307220459,
-0.013775977306067944,
0.016856461763381958,
0.07081691175699234,
-0.029202375560998917,
-0.04324086755514145,
-0.04552563279867172,
-0.05463259294629097,
0.02017318084836006,
0.018046380952000618,
-0.03461623191833496,
-0.020437026396393776,
0.04780049994587898,
0.0008179513388313353,
0.014089088886976242,
0.03862893581390381,
0.0937500074505806,
-8.000534305183479e-33,
0.022129112854599953,
0.08573586493730545,
0.010428578592836857,
0.05783512070775032,
-0.04761490970849991,
-0.006828640587627888,
-0.012960676103830338,
0.017633870244026184,
-0.033170055598020554,
-0.0005276153096929193,
0.13799948990345,
0.05013415217399597,
-0.05147544667124748,
0.03948978707194328,
0.13584072887897491,
-0.006250625476241112,
0.05349646881222725,
0.01185024343430996,
-0.04581693932414055,
-0.04491766542196274,
0.04806780070066452,
-0.051126156002283096,
-0.03441710025072098,
-0.06505998969078064,
0.02954084798693657,
0.041866421699523926,
0.046227771788835526,
0.07978689670562744,
0.07290414720773697,
-0.017018068581819534,
-0.06693343818187714,
-0.024423742666840553,
-0.10987375676631927,
0.041088905185461044,
-0.0311278086155653,
0.01635674014687538,
0.006632532458752394,
-0.016400929540395737,
0.03246423602104187,
-0.018285125494003296,
-0.01703883893787861,
0.07129015028476715,
-0.006513277534395456,
0.034688446670770645,
0.026032336056232452,
0.03198762238025665,
0.010665633715689182,
0.019545666873455048,
-0.055555567145347595,
-0.013193216174840927,
0.025560172274708748,
0.08151426911354065,
-0.05667303875088692,
0.02344146929681301,
-0.10310622304677963,
0.061867956072092056,
0.008633936755359173,
-0.02919125370681286,
0.031611427664756775,
-0.00899962242692709,
0.0319090411067009,
0.047796282917261124,
-0.014534610323607922,
0.03275444731116295,
-0.040483538061380386,
0.06063251569867134,
-0.04438994079828262,
0.032419104129076004,
-0.021034885197877884,
-0.05191979557275772,
-0.07826294004917145,
-0.08076678961515427,
-0.08181431889533997,
-0.03010733053088188,
0.031966425478458405,
0.012740577571094036,
0.0681210309267044,
-0.014648844487965107,
0.05591527000069618,
-0.06410972774028778,
0.06530376523733139,
0.009235089644789696,
-0.02269621752202511,
0.07484076172113419,
0.06855885684490204,
-0.11260534822940826,
0.04770401492714882,
-0.0958462506532669,
-0.07139639556407928,
0.07678293436765671,
-0.04522798955440521,
0.02536478452384472,
-0.02331232652068138,
0.05409219488501549,
-0.009722121991217136,
5.040072721130672e-33,
-0.05639578029513359,
-0.07079236209392548,
-0.012347330339252949,
0.0896049216389656,
-0.0290311798453331,
0.03777536004781723,
0.03151321783661842,
-0.046404220163822174,
-0.03280852362513542,
0.018445685505867004,
-0.009831499308347702,
0.044801101088523865,
0.00009043738100444898,
-0.08126027882099152,
-0.016004960983991623,
0.03621891513466835,
-0.06536919623613358,
-0.03016701340675354,
-0.010146524757146835,
-0.019888266921043396,
-0.023217368870973587,
0.020098816603422165,
-0.06051382049918175,
-0.001665629679337144,
-0.035159580409526825,
0.006659768987447023,
-0.06886637955904007,
-0.056020770221948624,
-0.028358740732073784,
-0.015566147863864899,
-0.07494888454675674,
-0.08792527765035629,
-0.05628916248679161,
-0.014603229239583015,
-0.0042648003436625,
-0.03383135423064232,
0.038712840527296066,
0.06322834640741348,
0.006011565215885639,
0.023759115487337112,
-0.010249452665448189,
0.010695994831621647,
-0.10516659170389175,
0.017448268830776215,
-0.04286854341626167,
-0.012140011414885521,
0.07398177683353424,
-0.025904010981321335,
-0.026070736348628998,
0.06208406761288643,
0.07689861953258514,
-0.01974291168153286,
-0.01821833662688732,
-0.08864767104387283,
0.007916681468486786,
0.02771296165883541,
-0.03221896290779114,
-0.04151996597647667,
-0.007410587277263403,
0.01602877862751484,
0.0035280538722872734,
0.021812861785292625,
-0.04801297187805176,
-0.022991208359599113,
0.005525197368115187,
-0.0457339771091938,
0.062484294176101685,
0.070545494556427,
-0.050868019461631775,
0.0686122253537178,
0.0750453993678093,
0.014612510800361633,
-0.004476089496165514,
0.03931206464767456,
0.055790822952985764,
0.020944854244589806,
0.08978719264268875,
-0.08206739276647568,
-0.0726379007101059,
-0.07131554186344147,
0.07224121689796448,
-0.004819014575332403,
-0.04046984016895294,
-0.06637819111347198,
0.03219512850046158,
-0.02321413904428482,
-0.010336172766983509,
-0.0596621036529541,
-0.018743105232715607,
0.059628818184137344,
-0.05825698748230934,
0.01315221842378378,
0.01936410926282406,
0.050190649926662445,
-0.03451403230428696,
-2.8169186094828547e-8,
0.03000929020345211,
-0.009800735861063004,
0.08676749467849731,
-0.0075166113674640656,
0.06316296756267548,
0.08194974064826965,
0.039919231086969376,
0.07924152910709381,
-0.016358016058802605,
-0.08962375670671463,
0.05035955831408501,
-0.025429675355553627,
-0.052107349038124084,
0.09411599487066269,
-0.03721087425947189,
0.08192625641822815,
-0.011822872795164585,
0.011012990958988667,
-0.053304318338632584,
0.0135468989610672,
-0.05833233520388603,
0.059718091040849686,
0.03782891109585762,
0.05621261149644852,
-0.051178209483623505,
0.010357357561588287,
0.01415706705302,
0.057265494018793106,
-0.026085998862981796,
-0.03947658836841583,
-0.023159142583608627,
0.018640780821442604,
0.029575461521744728,
0.09575357288122177,
0.003174420213326812,
-0.004304025787860155,
-0.11996922641992569,
0.015157082118093967,
-0.011776990257203579,
0.01514295395463705,
0.0030903250444680452,
0.06976358592510223,
-0.0327121838927269,
0.06947916001081467,
-0.05352918058633804,
-0.014112355187535286,
0.04083801433444023,
-0.0825924277305603,
-0.10168307274580002,
0.011816423386335373,
-0.0022821486927568913,
-0.047567516565322876,
0.016527492552995682,
0.0171072818338871,
0.03154716640710831,
0.07065781205892563,
0.04885955527424812,
-0.002147468738257885,
0.0350203737616539,
0.02841775119304657,
0.026674361899495125,
0.06454149633646011,
0.05017806962132454,
0.0461539700627327
] | p | We want to make sure it’s still easy to use, right? | [
"blog",
"blog/fast-embed-models"
] | 15,883 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.030346954241394997,
0.09168199449777603,
0.0036042581778019667,
0.012993375770747662,
0.016792988404631615,
-0.0654984787106514,
-0.0564584918320179,
-0.04967210814356804,
0.038650788366794586,
0.023539511486887932,
0.0003005737962666899,
-0.03710054233670235,
-0.038035713136196136,
0.02882702834904194,
0.00888336542993784,
-0.0579088032245636,
-0.06978660076856613,
-0.007119391113519669,
-0.07112433761358261,
0.04249507188796997,
0.029768088832497597,
-0.09982077032327652,
-0.03647679090499878,
-0.05004652589559555,
0.02004970796406269,
0.07837077975273132,
-0.05179781839251518,
-0.0017880152445286512,
0.008806049823760986,
-0.04259331896901131,
0.052349336445331573,
0.04146347567439079,
0.006035436410456896,
0.03070230595767498,
-0.009190350770950317,
-0.009358666837215424,
-0.009057799354195595,
0.06572429090738297,
-0.02009582333266735,
-0.012799235060811043,
-0.03177712485194206,
0.01638273522257805,
0.006938199978321791,
0.10074244439601898,
-0.0413992777466774,
-0.012528767809271812,
-0.07345518469810486,
-0.040554940700531006,
0.03419584035873413,
-0.07020635902881622,
-0.021278319880366325,
-0.06028900668025017,
-0.10894130915403366,
0.020977795124053955,
0.05559147894382477,
0.03881775587797165,
-0.028084471821784973,
0.005288260523229837,
0.012525797821581364,
0.05236333981156349,
-0.0813431590795517,
-0.004207570571452379,
-0.009119754657149315,
-0.0033472219947725534,
0.10298541188240051,
-0.05001004785299301,
0.010949645191431046,
-0.008950154297053814,
0.015192852355539799,
-0.05181439220905304,
-0.034549910575151443,
0.037225283682346344,
-0.03359213471412659,
0.0061613707803189754,
-0.07118231803178787,
0.003731962526217103,
0.02614465542137623,
0.09455829113721848,
-0.03300536796450615,
0.1075718030333519,
0.008024374954402447,
0.020687196403741837,
-0.012090272270143032,
0.07198639959096909,
0.06593731790781021,
-0.02090277150273323,
-0.012968301773071289,
-0.057086557149887085,
0.039874959737062454,
0.025419825688004494,
-0.07181961834430695,
-0.012907062657177448,
0.041136592626571655,
-0.005426452960819006,
-0.008148593828082085,
0.11388137191534042,
-0.017944280058145523,
0.07568775117397308,
-0.024327555671334267,
0.04689488932490349,
-0.07002829760313034,
0.029083333909511566,
0.024927757680416107,
-0.005411691498011351,
-0.04084595665335655,
0.02022782526910305,
0.024565134197473526,
0.0016544251702725887,
-0.021611537784337997,
-0.06832338869571686,
-0.074437215924263,
-0.009689785540103912,
0.09323625266551971,
-0.04450231045484543,
-0.06063885986804962,
0.005728931166231632,
0.009061790071427822,
0.01309774536639452,
0.04451672360301018,
0.056796614080667496,
0.014402780681848526,
-0.050517745316028595,
-0.06194916367530823,
0.04417058825492859,
0.020682504400610924,
-0.01541068498045206,
-0.040615301579236984,
-4.964176928369831e-33,
-0.05552208423614502,
0.028195351362228394,
0.02918458916246891,
0.05711640417575836,
-0.027844654396176338,
-0.038091011345386505,
-0.054984670132398605,
0.03261694684624672,
0.12011895328760147,
0.0391964353621006,
0.0628298968076706,
-0.009047113358974457,
-0.005284295417368412,
-0.07588747888803482,
0.07881293445825577,
-0.033736102283000946,
-0.060119155794382095,
0.1938616931438446,
-0.007023585494607687,
-0.0431363508105278,
0.04883628338575363,
-0.027995988726615906,
-0.051848094910383224,
-0.014842523261904716,
0.018402166664600372,
-0.0035615290980786085,
0.08130992203950882,
-0.033250074833631516,
0.03313400223851204,
-0.015658576041460037,
-0.04991120100021362,
-0.025945723056793213,
0.051839135587215424,
-0.0008119380217976868,
0.11362642049789429,
0.06166081875562668,
0.026443133130669594,
-0.07041054964065552,
-0.0026585054583847523,
-0.04508115351200104,
-0.01902504824101925,
-0.03621562942862511,
-0.04478208348155022,
0.023031119257211685,
0.026100831106305122,
0.053476061671972275,
0.06016242131590843,
-0.025220023468136787,
-0.08185473084449768,
-0.002081026788800955,
-0.03529783710837364,
0.0686459094285965,
0.02183764986693859,
0.026685277000069618,
0.06434270739555359,
0.024600913748145103,
0.05334240943193436,
-0.017766756936907768,
-0.012675320729613304,
0.04035942256450653,
-0.02799146994948387,
0.02500351518392563,
-0.05923032388091087,
0.042114827781915665,
-0.05306391790509224,
0.004412460140883923,
0.013455107808113098,
0.04510388523340225,
0.025485703721642494,
-0.056246571242809296,
-0.02634204924106598,
0.04178469255566597,
-0.05234289541840553,
-0.06947096437215805,
-0.013608157634735107,
-0.026004791259765625,
-0.045833393931388855,
0.02945837378501892,
0.03742256388068199,
-0.0634259432554245,
-0.014974433928728104,
0.019254786893725395,
-0.008752589114010334,
0.04915711656212807,
-0.07579787075519562,
-0.011861443519592285,
0.058585796505212784,
-0.014689408242702484,
-0.04483233019709587,
-0.007791007868945599,
-0.06279441714286804,
-0.0629875510931015,
-0.0034849841613322496,
-0.07559553533792496,
0.05056681111454964,
4.311123694930816e-33,
-0.12027736753225327,
-0.11524359881877899,
-0.025222307071089745,
-0.08273646980524063,
0.020419778302311897,
0.023777512833476067,
0.025852322578430176,
-0.04122394695878029,
0.09165985882282257,
0.07404076308012009,
0.03302561119198799,
0.013384350575506687,
-0.020174479112029076,
-0.016604319214820862,
0.042570918798446655,
0.030938783660531044,
0.008338389918208122,
0.09988751262426376,
0.04585874080657959,
0.034416090697050095,
0.07682263851165771,
0.14131873846054077,
-0.09994804114103317,
0.045346684753894806,
0.0059602162800729275,
0.05993600934743881,
-0.0758688822388649,
-0.02716830186545849,
0.027046171948313713,
0.09614232182502747,
-0.007194523699581623,
-0.04022969678044319,
-0.14301031827926636,
-0.008355760015547276,
-0.08754397183656693,
0.059500500559806824,
-0.023340385407209396,
0.10370433330535889,
0.011272761970758438,
-0.07868131995201111,
-0.053573064506053925,
-0.030562367290258408,
-0.008929122239351273,
-0.06605194509029388,
0.02104438841342926,
-0.02167631685733795,
0.12733811140060425,
0.005415655672550201,
0.09954457730054855,
0.03891521692276001,
-0.003301856108009815,
-0.04919840395450592,
0.05127540975809097,
-0.05578961595892906,
-0.02486397698521614,
0.05022300407290459,
0.061036478728055954,
0.005632112268358469,
0.05182668939232826,
-0.004586533177644014,
0.05856107547879219,
0.030347809195518494,
0.0346829891204834,
0.003942160401493311,
0.020558582618832588,
0.02253001742064953,
-0.028719797730445862,
0.0046604834496974945,
-0.04317004233598709,
0.009346093982458115,
0.041343286633491516,
-0.06055089831352234,
-0.05206059291958809,
0.04069400951266289,
0.016871044412255287,
0.04550394043326378,
-0.001868086983449757,
-0.016455665230751038,
-0.029985003173351288,
-0.11346325278282166,
0.004197655711323023,
-0.01444642897695303,
-0.0017332251882180572,
-0.00015943919424898922,
-0.05406159535050392,
0.020840927958488464,
-0.044930439442396164,
-0.03835679218173027,
0.10113273561000824,
-0.029413387179374695,
-0.0401911586523056,
-0.02825002558529377,
0.07954273372888565,
0.04455598071217537,
-0.028624026104807854,
-2.4344778637441777e-8,
0.05096963420510292,
-0.02278064750134945,
-0.025063835084438324,
-0.03640680015087128,
0.03261436149477959,
0.029201878234744072,
0.022299790754914284,
0.023729316890239716,
0.014336060732603073,
0.05810120701789856,
0.049833282828330994,
0.028224648907780647,
-0.09422444552183151,
0.07110685855150223,
0.00763699458912015,
0.07724849879741669,
-0.0023673255927860737,
0.00209100847132504,
-0.02198098786175251,
0.09035634249448776,
-0.11039125174283981,
0.0034402210731059313,
-0.05091789737343788,
0.029814640060067177,
0.027758469805121422,
0.07868696004152298,
-0.012859033420681953,
0.08045077323913574,
0.02539333514869213,
-0.030987510457634926,
-0.06395568698644638,
0.00469704857096076,
-0.017188191413879395,
0.15114441514015198,
-0.01382121816277504,
-0.00279977940954268,
-0.027571972459554672,
0.00209953635931015,
-0.07744334638118744,
-0.10240913182497025,
-0.05325545743107796,
0.07765521854162216,
0.058369096368551254,
0.049598243087530136,
0.005918093957006931,
0.056250959634780884,
-0.005161014385521412,
-0.0562690906226635,
-0.0681382417678833,
0.01635771244764328,
-0.0019038376631215215,
-0.05255895107984543,
0.0278413537889719,
-0.04487556964159012,
0.03122337907552719,
-0.008798700757324696,
0.0016802134923636913,
0.02642366662621498,
0.05109323933720589,
0.08498479425907135,
0.06382419168949127,
0.10560256242752075,
0.08437313884496689,
0.02138952910900116
] | p | Like there is no reason for this to get complicated. | [
"blog",
"blog/fast-embed-models"
] | 15,884 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
0.06407209485769272,
-0.009133555926382542,
0.015004897490143776,
0.02926204539835453,
-0.0016690288903191686,
-0.009556973353028297,
-0.003925507888197899,
-0.08032797276973724,
-0.0026676631532609463,
-0.06813663244247437,
0.0819658637046814,
-0.03202468901872635,
-0.04630832374095917,
-0.0065614827908575535,
0.02656865492463112,
-0.15815357863903046,
0.038240835070610046,
-0.047353342175483704,
-0.05542202293872833,
0.048287782818078995,
-0.020976698026061058,
-0.0010027531534433365,
0.051417820155620575,
0.054255735129117966,
-0.031313735991716385,
-0.053738176822662354,
-0.03686715289950371,
0.020259171724319458,
0.052331432700157166,
0.04741349816322327,
-0.04542532563209534,
0.022004438564181328,
0.058320749551057816,
-0.04404570162296295,
-0.08450393378734589,
0.05351430922746658,
0.08564656227827072,
-0.03200913593173027,
0.06627415865659714,
-0.01195585262030363,
0.010511137545108795,
-0.06568852812051773,
0.020861996337771416,
0.03230345621705055,
-0.04933164268732071,
0.10374010354280472,
-0.07902510464191437,
0.022665061056613922,
-0.012382550165057182,
-0.0009186652605421841,
-0.09049475938081741,
0.11329139769077301,
-0.022723985835909843,
-0.052641525864601135,
0.08683767914772034,
0.043670106679201126,
0.0019491818966343999,
0.003997401800006628,
0.054869022220373154,
-0.03713628649711609,
-0.04804452508687973,
0.0006378323305398226,
0.044115662574768066,
0.07777894288301468,
0.03425198420882225,
-0.05469531938433647,
-0.022692693397402763,
0.05568598210811615,
-0.033191557973623276,
0.06680002808570862,
0.01777021586894989,
0.04433627799153328,
-0.05128908529877663,
0.07711087912321091,
-0.06890539079904556,
-0.01490210834890604,
0.059829261153936386,
-0.04510730132460594,
0.013784026727080345,
-0.031914252787828445,
0.035551540553569794,
-0.11866211891174316,
-0.001411324949003756,
-0.03237862139940262,
0.002159715397283435,
0.03299373760819435,
0.008292831480503082,
0.04334888979792595,
-0.08992838859558105,
-0.07344546169042587,
-0.008455010131001472,
-0.025321707129478455,
0.051149480044841766,
-0.0048983716405928135,
0.09261828660964966,
0.03153366595506668,
-0.03129599243402481,
0.012272731401026249,
-0.07818616181612015,
0.02138086035847664,
0.026129139587283134,
0.06245327368378639,
-0.014736835844814777,
0.06753914058208466,
0.02547234483063221,
-0.0029333876445889473,
0.07377458363771439,
0.03808435797691345,
0.009254648350179195,
0.027722667902708054,
0.041743695735931396,
0.018615655601024628,
-0.05432748422026634,
0.06165535748004913,
-0.0761815682053566,
-0.08807358890771866,
-0.07628089934587479,
-0.06104259192943573,
-0.0215163491666317,
0.00705691147595644,
-0.0732848197221756,
0.07319813221693039,
-0.0011060250690206885,
-0.0022821472957730293,
0.14592449367046356,
-0.06494644284248352,
0.06691718101501465,
-5.4039653645269424e-33,
-0.02344166301190853,
0.04195345565676689,
0.07689297944307327,
0.0005434713093563914,
-0.06021665781736374,
-0.027431581169366837,
-0.03932563588023186,
-0.035496313124895096,
-0.03408609703183174,
-0.029188619926571846,
-0.01280007604509592,
-0.07937517762184143,
0.031109480187296867,
0.05628753453493118,
0.05120870843529701,
-0.07682030647993088,
0.021970627829432487,
-0.045860227197408676,
0.047498006373643875,
-0.044039078056812286,
0.01380585040897131,
-0.05810639634728432,
0.0026692331302911043,
-0.028196727856993675,
0.03785333409905434,
-0.044943179935216904,
-0.06106070429086685,
0.0032565800938755274,
0.00042979110730811954,
0.019082436338067055,
-0.07639388740062714,
0.048632558435201645,
-0.11193371564149857,
-0.023815369233489037,
-0.004408762790262699,
-0.03205067291855812,
-0.0009918425930663943,
-0.0010653698118403554,
0.0050466638058424,
0.07513510435819626,
0.0010203192941844463,
-0.05254700034856796,
-0.09842012077569962,
-0.08115430921316147,
-0.007019332144409418,
0.07728869467973709,
-0.0008187117055058479,
0.05782492458820343,
-0.07993272691965103,
-0.014922992326319218,
-0.01755599118769169,
0.06262654066085815,
-0.003011553781107068,
-0.06698620319366455,
0.009511197917163372,
0.04551047459244728,
0.1297963708639145,
0.08894354104995728,
-0.05952870845794678,
0.06792154163122177,
-0.08532683551311493,
0.018514731898903847,
0.014041993767023087,
0.005006200633943081,
-0.015120046213269234,
-0.013439325615763664,
0.005866992752999067,
0.03334768861532211,
-0.0068933721631765366,
0.005651318933814764,
0.021101942285895348,
-0.06790050864219666,
0.016625137999653816,
0.06225484609603882,
0.03932114690542221,
0.02746053971350193,
0.09906104952096939,
0.011897996999323368,
-0.03324337676167488,
-0.05756456032395363,
-0.08526922017335892,
0.024227414280176163,
-0.009234539233148098,
-0.0475580208003521,
0.10114799439907074,
0.02948611043393612,
0.03137271851301193,
-0.01976078934967518,
0.01696930080652237,
-0.02231982909142971,
-0.02600148878991604,
0.022715672850608826,
0.006102562882006168,
-0.007005059160292149,
-0.09005291759967804,
2.596668122992387e-33,
-0.027037084102630615,
-0.007794302888214588,
0.047876302152872086,
0.05791167542338371,
0.06458937376737595,
0.026926202699542046,
0.048777323216199875,
0.058476828038692474,
-0.09455429017543793,
0.07948687672615051,
-0.03704480826854706,
-0.07257450371980667,
0.00027418581885285676,
-0.012615012936294079,
0.10620170086622238,
-0.04814910516142845,
0.12223053723573685,
0.03876462206244469,
0.05444076284766197,
-0.047039858996868134,
0.04112665355205536,
-0.016557250171899796,
-0.03464113920927048,
0.05897820368409157,
-0.03731062263250351,
0.04021816700696945,
-0.036802321672439575,
-0.009928170591592789,
-0.10480717569589615,
-0.011789477430284023,
-0.05330902710556984,
-0.007301935460418463,
-0.10883989185094833,
-0.05986287072300911,
-0.006749340798705816,
0.03472001478075981,
-0.10183097422122955,
-0.04539259150624275,
-0.03273740038275719,
0.0022685909643769264,
-0.03142407163977623,
0.00908174179494381,
0.010812460444867611,
0.04027404636144638,
-0.028372950851917267,
-0.018269022926688194,
0.11697649955749512,
0.023814035579562187,
-0.11721421778202057,
0.09294228255748749,
0.06971584260463715,
-0.02704082615673542,
-0.07303976267576218,
-0.00854899175465107,
-0.012445118278265,
-0.008499865420162678,
-0.01082878652960062,
-0.10241284221410751,
0.03216390684247017,
-0.0021353834308683872,
-0.01703066937625408,
-0.048138540238142014,
0.00851582270115614,
0.07521574944257736,
0.05303816869854927,
-0.0636320486664772,
0.004156732931733131,
-0.00635579414665699,
0.010308509692549706,
0.032803863286972046,
0.03138523921370506,
-0.04549126327037811,
-0.06019360199570656,
0.06515087187290192,
-0.044084709137678146,
-0.04126816987991333,
-0.041334208101034164,
0.031837087124586105,
0.004036894999444485,
-0.011650508269667625,
-0.0027568237856030464,
0.009737743064761162,
0.03559292480349541,
-0.021297074854373932,
-0.18783581256866455,
0.004225015640258789,
-0.04429219290614128,
-0.03368888050317764,
0.04827364534139633,
0.001967760268598795,
-0.020487520843744278,
-0.016888391226530075,
0.03804031014442444,
-0.019515514373779297,
-0.06798726320266724,
-2.236064311489372e-8,
-0.00012276742199901491,
0.039101943373680115,
0.007528035435825586,
0.025161759927868843,
-0.0081004174426198,
0.08984855562448502,
0.025012359023094177,
0.06566634029150009,
-0.035176414996385574,
0.007266626693308353,
0.04012788459658623,
-0.016993535682559013,
0.03438820689916611,
0.042640093713998795,
0.0719868615269661,
0.04850298911333084,
-0.052845846861600876,
0.013602222315967083,
-0.053610336035490036,
0.04533703252673149,
0.03319515287876129,
0.0882512554526329,
-0.03831864893436432,
0.06711319088935852,
-0.019963206723332405,
0.05505092442035675,
-0.039367593824863434,
-0.010042193345725536,
0.02007654868066311,
-0.015492088161408901,
-0.0434771329164505,
-0.026032770052552223,
-0.04982181638479233,
0.016286900267004967,
0.036629874259233475,
-0.014849727042019367,
-0.0023077987134456635,
0.0828896090388298,
0.03078269585967064,
-0.018461529165506363,
-0.0476682148873806,
0.02443527616560459,
0.02359669655561447,
0.0782710537314415,
-0.00553106190636754,
-0.012488841079175472,
-0.057588253170251846,
0.057464420795440674,
-0.029095811769366264,
-0.027588127180933952,
-0.003272612811997533,
0.007590969558805227,
-0.0003038396534975618,
0.03667711094021797,
0.035326551645994186,
0.06223689392209053,
-0.09054327756166458,
-0.08597782254219055,
-0.00861867144703865,
-0.0741080790758133,
0.060546811670064926,
-0.024590322747826576,
0.07476427406072617,
-0.034771185368299484
] | p | And we are fast, I mean we are very fast. | [
"blog",
"blog/fast-embed-models"
] | 15,885 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
0.033292170614004135,
-0.00332037266343832,
0.021625211462378502,
-0.05315699055790901,
-0.035936933010816574,
0.03212643414735794,
-0.011423828080296516,
0.035791683942079544,
0.02870338037610054,
0.007181499619036913,
0.03206735849380493,
0.017862431704998016,
0.019797563552856445,
0.040816530585289,
0.06925018876791,
-0.04668153449892998,
0.026127509772777557,
0.017129581421613693,
-0.057437144219875336,
-0.035291556268930435,
0.02625967748463154,
0.027304496616125107,
-0.007720808032900095,
0.05531763657927513,
0.016417618840932846,
-0.09189752489328384,
0.0018119722371920943,
0.03989403322339058,
0.06731970608234406,
-0.08218251913785934,
-0.03328881785273552,
0.08751365542411804,
0.08573675155639648,
-0.01587403379380703,
-0.012393574230372906,
-0.015640176832675934,
-0.01715696044266224,
-0.0635547935962677,
-0.03139985352754593,
-0.04067075252532959,
-0.07313676923513412,
-0.04853763058781624,
0.02830658294260502,
0.04954000934958458,
0.016760461032390594,
0.013294501230120659,
-0.05069829523563385,
0.020708538591861725,
-0.05302371084690094,
-0.019652940332889557,
0.036538198590278625,
-0.015622944571077824,
-0.05135102942585945,
0.013357722200453281,
0.05422117933630943,
-0.03568883612751961,
-0.02966027334332466,
0.013373581692576408,
0.013690143823623657,
0.03350434824824333,
-0.07603798061609268,
0.06842109560966492,
-0.06141962856054306,
0.0913834497332573,
0.018986668437719345,
0.017843253910541534,
-0.0044304742477834225,
-0.025755099952220917,
-0.11133593320846558,
-0.020191669464111328,
-0.030243368819355965,
-0.11945152282714844,
-0.044946808367967606,
0.07090926170349121,
-0.04405064880847931,
0.04732018709182739,
0.05131622776389122,
0.022618519142270088,
-0.011813818477094173,
0.0018139954190701246,
-0.05087646469473839,
0.019059935584664345,
0.015622204169631004,
-0.026610275730490685,
0.07185772061347961,
0.0160389207303524,
0.04054899513721466,
-0.061450861394405365,
0.05590355023741722,
-0.06436175107955933,
0.023869449272751808,
-0.05242176353931427,
0.005129437427967787,
0.0976700559258461,
0.03843119367957115,
-0.052201047539711,
0.000740122573915869,
0.06997978687286377,
-0.05395631119608879,
0.03688427433371544,
-0.03225380927324295,
0.08882232010364532,
0.0861595869064331,
0.07019814848899841,
-0.021783996373414993,
-0.06566642224788666,
0.06368348747491837,
0.025985179468989372,
0.1259596198797226,
-0.10443137586116791,
-0.0011724987998604774,
0.0015092893736436963,
0.009427350014448166,
-0.010415341705083847,
0.028617175295948982,
-0.1450745016336441,
0.03282409533858299,
-0.04167908802628517,
0.0823674127459526,
-0.04596956446766853,
0.006902621127665043,
0.08317740261554718,
-0.018124034628272057,
-0.027397476136684418,
-0.06987614184617996,
0.04162343218922615,
0.02100958116352558,
-4.715604872564034e-34,
0.0030142005998641253,
0.07917458564043045,
0.04443489387631416,
0.05010989308357239,
-0.06328530609607697,
0.04028179496526718,
-0.03599288687109947,
0.01985817588865757,
0.025398071855306625,
-0.06307236850261688,
-0.025897463783621788,
0.012427790090441704,
-0.00264831748791039,
0.07247290015220642,
0.13791967928409576,
0.01066455990076065,
0.0038573089987039566,
0.09471505135297775,
0.012361142784357071,
0.0075087882578372955,
0.03967072442173958,
0.011903067119419575,
0.05314893648028374,
-0.033413924276828766,
-0.007863406091928482,
0.019137997180223465,
0.0994763895869255,
-0.026146959513425827,
0.010956856422126293,
0.023015664890408516,
0.0042608072981238365,
-0.017711451277136803,
-0.08269371092319489,
0.0012440599966794252,
-0.04285331815481186,
-0.026082633063197136,
0.03421423211693764,
-0.030107712373137474,
-0.036265671253204346,
-0.005182784516364336,
0.02577805332839489,
0.0718572735786438,
-0.04561912268400192,
-0.032354384660720825,
0.0009137361776083708,
-0.03035109117627144,
0.04252665489912033,
-0.024982666596770287,
-0.04541870579123497,
-0.06345254182815552,
0.026448627933859825,
0.04364063963294029,
0.018659869208931923,
-0.08648104965686798,
0.08738812804222107,
0.10034505277872086,
0.14054438471794128,
0.01744001917541027,
-0.003578630741685629,
0.031053483486175537,
-0.057896681129932404,
0.058749765157699585,
0.07762906700372696,
-0.000848343363031745,
0.06577211618423462,
0.04696806147694588,
-0.028060154989361763,
-0.07011162489652634,
-0.06937351077795029,
-0.058421872556209564,
-0.07277002930641174,
0.015974275767803192,
0.0653812363743782,
0.0499679371714592,
0.0010022777132689953,
-0.06183752790093422,
0.020190119743347168,
-0.06489201635122299,
0.04643228277564049,
-0.037420161068439484,
-0.10423608124256134,
-0.00879471842199564,
-0.008692936040461063,
0.038208335638046265,
-0.011908138170838356,
-0.04919125884771347,
0.06165073439478874,
0.007889914326369762,
0.021018192172050476,
-0.06557075679302216,
-0.08229213953018188,
-0.02840864285826683,
-0.020717527717351913,
0.010868582874536514,
-0.0027971218805760145,
-1.6512907273801042e-34,
-0.10655101388692856,
-0.059949785470962524,
-0.05271086469292641,
0.06189868599176407,
-0.016237596049904823,
-0.01422807015478611,
0.13494031131267548,
0.045947421342134476,
0.060718946158885956,
0.026156503707170486,
0.05193019658327103,
-0.00027829408645629883,
0.015367907471954823,
-0.01208961196243763,
0.05995240807533264,
-0.05205363780260086,
-0.008618851192295551,
-0.07742833346128464,
0.018649380654096603,
0.062224045395851135,
0.04797372221946716,
0.0012110715033486485,
-0.04282507300376892,
0.02491947077214718,
0.0428236722946167,
0.005427177995443344,
-0.10681885480880737,
0.030470404773950577,
-0.09508276730775833,
-0.05738318711519241,
-0.028216175734996796,
-0.006884826347231865,
-0.016165049746632576,
0.009607689455151558,
-0.11147662997245789,
-0.028724994510412216,
-0.008222624659538269,
-0.020494218915700912,
-0.039978768676519394,
0.013274320401251316,
-0.06997677683830261,
0.03479763865470886,
-0.03327197581529617,
0.062017861753702164,
-0.024892011657357216,
-0.016858156770467758,
0.019023269414901733,
-0.027200032025575638,
-0.020620297640562057,
-0.005634089931845665,
0.04152785614132881,
-0.021367311477661133,
-0.09631948173046112,
-0.11643138527870178,
-0.06908594071865082,
-0.05081722140312195,
-0.01513413805514574,
-0.08948477357625961,
-0.05225979536771774,
-0.014565728604793549,
0.053026746958494186,
-0.0253737922757864,
0.037611376494169235,
-0.04403739795088768,
-0.05611007288098335,
0.02922733686864376,
-0.049014344811439514,
0.044976022094488144,
0.03202188014984131,
-0.08978983014822006,
0.06318673491477966,
-0.022955261170864105,
0.007974725216627121,
0.031045153737068176,
-0.030714448541402817,
-0.04459106922149658,
0.051216088235378265,
-0.08141475915908813,
0.03173990547657013,
-0.03176993876695633,
-0.04074042662978172,
-0.01108541153371334,
-0.008709579706192017,
0.025459352880716324,
0.06697207689285278,
-0.04422707483172417,
-0.07761742919683456,
-0.039945438504219055,
-0.0068273707292973995,
0.019930163398385048,
-0.06213479861617088,
0.09084264189004898,
0.08629176765680313,
0.11933158338069916,
-0.04169780761003494,
-2.668251930515453e-8,
-0.03697036951780319,
0.045760657638311386,
0.08271121233701706,
0.053505003452301025,
-0.007775573525577784,
-0.06470812112092972,
0.023290328681468964,
-0.03686007857322693,
0.03935135528445244,
0.03705331310629845,
-0.05321667343378067,
0.007562509272247553,
-0.04697461426258087,
0.04627712070941925,
0.01752409152686596,
0.12331471592187881,
0.03762215003371239,
-0.018265001475811005,
-0.07474716007709503,
0.04171013459563255,
0.025814730674028397,
0.08014626055955887,
-0.010254072025418282,
-0.010801383294165134,
-0.0030293602030724287,
-0.004375608172267675,
-0.05910827964544296,
0.023871682584285736,
0.05438033863902092,
-0.047109659761190414,
0.03276394307613373,
0.009573511779308319,
0.024945812299847603,
0.09887448698282242,
-0.002815170679241419,
0.06945448368787766,
-0.004322831518948078,
0.09949792176485062,
-0.0019398622680455446,
0.046346183866262436,
0.021184051409363747,
-0.10479683429002762,
-0.006938645150512457,
0.015560860745608807,
0.025861231610178947,
0.01688956283032894,
-0.12080151587724686,
-0.0401647686958313,
-0.030941007658839226,
0.041445598006248474,
0.02432461641728878,
-0.030870972201228142,
-0.02272249013185501,
0.024417081847786903,
0.07328204810619354,
0.04982609301805496,
0.01592123508453369,
-0.11507532745599747,
0.02231033518910408,
-0.016005337238311768,
0.000022390679077943787,
-0.015224970877170563,
0.06831222772598267,
0.05012456327676773
] | p | And part of that is let’s say we use BGE small En, the English model only. | [
"blog",
"blog/fast-embed-models"
] | 15,886 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.024043742567300797,
-0.05943804979324341,
-0.050901465117931366,
0.03527883440256119,
0.027751406654715538,
-0.01575741358101368,
-0.020691266283392906,
0.024685516953468323,
0.10900400578975677,
-0.012530485168099403,
0.05399951711297035,
0.012368583120405674,
0.03024059720337391,
0.0004648920730687678,
0.04347062110900879,
-0.016370469704270363,
0.08515878021717072,
0.04544742777943611,
-0.07795547693967819,
-0.02686411887407303,
0.14484244585037231,
-0.0441005676984787,
-0.078425832092762,
-0.0056730033829808235,
0.004414196126163006,
-0.036962687969207764,
0.0008973361109383404,
0.0037700675893574953,
0.05516675487160683,
-0.007552078925073147,
-0.0478438064455986,
-0.041976381093263626,
0.024074435234069824,
0.05579647421836853,
-0.061176847666502,
-0.03012627549469471,
-0.01356623973697424,
-0.012062551453709602,
0.07283090800046921,
-0.09539353847503662,
0.04214281588792801,
-0.059884920716285706,
-0.03504926711320877,
-0.027307843789458275,
0.06964801251888275,
0.035204507410526276,
0.01890575885772705,
-0.011054880917072296,
-0.06935513019561768,
0.007713673170655966,
0.011001908220350742,
-0.041949283331632614,
-0.03805449232459068,
0.0039823311381042,
0.01564532332122326,
0.014427365735173225,
-0.05865694209933281,
0.010453996248543262,
0.023054569959640503,
0.049000732600688934,
-0.033405277878046036,
-0.06854155659675598,
-0.03631279617547989,
0.08637498319149017,
0.10221999883651733,
0.014469712972640991,
-0.04852857068181038,
-0.020699920132756233,
0.06921269744634628,
-0.04325111582875252,
-0.0060562738217413425,
0.022176960483193398,
-0.008252066560089588,
-0.03382859006524086,
0.030555108562111855,
-0.013615581206977367,
0.036092840135097504,
0.04020439833402634,
0.011214112862944603,
-0.09016639739274979,
-0.05777893587946892,
0.016875851899385452,
0.04768479987978935,
-0.04567284137010574,
0.06654549390077591,
0.0073832739144563675,
0.05031963437795639,
0.05971073359251022,
0.03904742747545242,
-0.012236228212714195,
-0.06674007326364517,
-0.01255669817328453,
0.07661239057779312,
-0.028753075748682022,
-0.07609782367944717,
0.029337720945477486,
-0.0017169269267469645,
0.03212568163871765,
0.0005474858917295933,
0.014003194868564606,
-0.04065312445163727,
0.022000905126333237,
-0.03521783649921417,
0.043398451060056686,
0.04964011162519455,
-0.08013088256120682,
0.02128220535814762,
0.03043411858379841,
0.026412544772028923,
0.05704007297754288,
0.021513167768716812,
0.06806845963001251,
0.025639843195676804,
0.010653326287865639,
-0.013134244829416275,
0.015795698389410973,
-0.04616602137684822,
0.009192558005452156,
0.101386658847332,
0.10226419568061829,
0.0537111796438694,
0.006766177713871002,
0.030248945578932762,
-0.06424198299646378,
-0.10912808775901794,
0.0010271025821566582,
0.012892668135464191,
-7.071654628401876e-35,
-0.05288141593337059,
0.03330902010202408,
0.028356293216347694,
-0.05564545467495918,
-0.0015161746414378285,
-0.007541233208030462,
-0.07371016591787338,
0.018205616623163223,
0.055907491594552994,
-0.036770667880773544,
-0.04703349992632866,
-0.014097529463469982,
0.03901616483926773,
0.07776955515146255,
0.030231691896915436,
-0.023445721715688705,
-0.035515569150447845,
0.08513385057449341,
0.07524421811103821,
-0.061637427657842636,
0.08324501663446426,
-0.0767863318324089,
-0.06620100885629654,
-0.01624058187007904,
0.0879211276769638,
0.0434478223323822,
0.05592221021652222,
-0.001582740223966539,
-0.03346085920929909,
0.039075080305337906,
0.014566408470273018,
0.01990869827568531,
-0.0747697725892067,
0.02684566006064415,
0.06882909685373306,
0.09724000841379166,
0.07574322819709778,
-0.010553783737123013,
0.020480075851082802,
-0.08380831032991409,
-0.03841882944107056,
-0.01513601839542389,
-0.07519853115081787,
-0.01983024924993515,
-0.19359350204467773,
-0.062186192721128464,
-0.05420460179448128,
-0.07656392455101013,
-0.018997710198163986,
0.058887381106615067,
0.051800746470689774,
0.05175922065973282,
-0.025647694244980812,
-0.03475217893719673,
0.06569868326187134,
-0.022286128252744675,
0.00043856975389644504,
-0.015552359633147717,
0.02579050324857235,
0.10501623898744583,
-0.05054769292473793,
-0.02953207865357399,
0.04847665876150131,
0.010509723797440529,
0.027813831344246864,
0.10235174000263214,
-0.0260531697422266,
-0.04837733507156372,
0.033087026327848434,
0.014653896912932396,
-0.0069671254605054855,
0.01902405172586441,
0.03597952798008919,
-0.05844367668032646,
-0.10239516198635101,
-0.09073913842439651,
0.09797123074531555,
0.007255748379975557,
-0.040667589753866196,
0.09374653548002243,
-0.06790433079004288,
-0.04061657190322876,
-0.09276927262544632,
0.029964325949549675,
-0.010013407096266747,
0.007860798388719559,
0.0176332239061594,
-0.02916596829891205,
-0.08769706636667252,
-0.0792994573712349,
-0.018662577494978905,
-0.0025006195064634085,
-0.009450010024011135,
0.02330656722187996,
-0.052556831389665604,
-5.290513445612291e-34,
-0.04626605287194252,
-0.0386677123606205,
0.05340932682156563,
0.06636305898427963,
0.04422459751367569,
-0.0452391542494297,
0.011165055446326733,
0.06346134096384048,
-0.029180120676755905,
0.11438784748315811,
0.008281553164124489,
-0.04596119374036789,
-0.061170998960733414,
0.016383986920118332,
-0.010818743146955967,
0.017508940771222115,
-0.007248918060213327,
-0.07280236482620239,
0.05750959366559982,
0.06693580001592636,
-0.01749805361032486,
0.07026484608650208,
-0.04799667373299599,
0.05335898697376251,
-0.012619957327842712,
0.0468762032687664,
-0.12577834725379944,
0.04923880845308304,
-0.011010995134711266,
-0.056235264986753464,
-0.01836424693465233,
-0.0407843142747879,
-0.0646447241306305,
-0.03101118840277195,
-0.08787991851568222,
-0.067060187458992,
0.006702047307044268,
0.06799493730068207,
0.03124123439192772,
0.07247485220432281,
0.08009006083011627,
-0.02250818908214569,
-0.076100654900074,
0.07383756339550018,
-0.01764676719903946,
0.06668329983949661,
0.06887978315353394,
-0.076907679438591,
-0.011340527795255184,
0.01967647857964039,
0.03610169515013695,
-0.03708849847316742,
-0.02094820700585842,
0.0443338081240654,
-0.062498342245817184,
0.016271451488137245,
0.048505961894989014,
-0.04917267709970474,
-0.02071208320558071,
-0.042324215173721313,
0.079915352165699,
-0.06571223586797714,
0.04721631854772568,
0.034170471131801605,
0.019409840926527977,
-0.021075058728456497,
-0.03127144277095795,
-0.019666146486997604,
0.00770384119823575,
-0.004750086460262537,
0.0913306325674057,
0.003906738944351673,
-0.05412667617201805,
0.01543185580521822,
-0.05888184905052185,
-0.11775785684585571,
0.044685330241918564,
-0.13072295486927032,
-0.016044048592448235,
-0.033078406006097794,
-0.10347253829240799,
0.021937118843197823,
0.050997812300920486,
0.004488775040954351,
-0.044544320553541183,
-0.014744835905730724,
-0.02646750770509243,
0.053743768483400345,
0.0429990217089653,
0.029638394713401794,
-0.07508381456136703,
0.03866690769791603,
0.008241342380642891,
0.09628690034151077,
-0.11034184694290161,
-2.6344581627313346e-8,
-0.01877899095416069,
-0.012732071802020073,
0.07614656537771225,
0.0280657559633255,
0.0009413977968506515,
0.08010196685791016,
-0.0025324521120637655,
-0.035687122493982315,
-0.016819139942526817,
-0.021859055384993553,
0.03823135048151016,
-0.01641198620200157,
-0.08289366215467453,
-0.02440939098596573,
0.017369495704770088,
-0.006459653377532959,
0.030655324459075928,
-0.027108781039714813,
-0.04616989195346832,
-0.010375689715147018,
0.017859261482954025,
0.11543399095535278,
0.011166402138769627,
-0.03422524780035019,
0.013286269269883633,
0.0358821265399456,
0.03783154860138893,
0.04826440289616585,
-0.029448039829730988,
-0.04949816316366196,
-0.08204925805330276,
0.03734412044286728,
0.009200576692819595,
0.013545813970267773,
-0.007621946278959513,
0.04117359593510628,
-0.025558296591043472,
-0.05331221595406532,
-0.01894412375986576,
0.03829382359981537,
0.006779532413929701,
-0.04264339804649353,
-0.04231300204992294,
0.08066277951002121,
0.03879747912287712,
0.060574837028980255,
-0.027706312015652657,
-0.1002144068479538,
0.055821627378463745,
-0.004936885088682175,
-0.010695827193558216,
0.01388209406286478,
-0.044233936816453934,
0.019903425127267838,
-0.054676055908203125,
0.07173952460289001,
-0.0003093758423347026,
-0.057456836104393005,
0.06442921608686447,
-0.026098070666193962,
0.04079417884349823,
-0.04440312832593918,
0.06218768656253815,
-0.01815490610897541
] | p | And let’s say this is all in tokens per second and the token is model specific. | [
"blog",
"blog/fast-embed-models"
] | 15,887 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
0.023566626012325287,
-0.10083450376987457,
-0.04189908504486084,
0.02711068093776703,
0.013311276212334633,
0.0016983132809400558,
0.02771676890552044,
0.022564759477972984,
0.09900234639644623,
-0.08456102013587952,
-0.005756181199103594,
-0.026732973754405975,
0.012639791704714298,
0.004786464851349592,
0.11085707694292068,
0.039556946605443954,
0.040143076330423355,
0.03159019723534584,
-0.10175847262144089,
-0.06444434821605682,
0.034495946019887924,
-0.000597819802351296,
0.026911411434412003,
-0.009460468776524067,
-0.011612543836236,
-0.044985342770814896,
-0.048645682632923126,
-0.05883736535906792,
0.07106587290763855,
-0.02531118132174015,
0.00018845614977180958,
0.08564551174640656,
0.04533682018518448,
0.031063804402947426,
0.03405313566327095,
-0.031229214742779732,
-0.06923851370811462,
-0.0010802029864862561,
-0.024263732135295868,
-0.056237731128931046,
0.03720753267407417,
-0.02444002404808998,
-0.005849001929163933,
0.008703738451004028,
-0.021504908800125122,
0.09614602476358414,
-0.01710568554699421,
0.03127388656139374,
-0.10558828711509705,
0.007836523465812206,
0.023791763931512833,
-0.010279497131705284,
-0.04193805530667305,
0.007550815586000681,
0.0121902571991086,
0.02931622788310051,
-0.0954514741897583,
-0.04110891371965408,
0.0038677530828863382,
0.07890698313713074,
-0.06325695663690567,
-0.04632096365094185,
0.007879314944148064,
0.012536023743450642,
-0.0029628975316882133,
-0.005217595025897026,
-0.013399436138570309,
-0.07273701578378677,
0.016646770760416985,
-0.13559070229530334,
0.09476429224014282,
0.0039534601382911205,
0.03569769859313965,
-0.0008451458998024464,
-0.03404366597533226,
0.0671754777431488,
0.016493912786245346,
0.10803277790546417,
-0.021809570491313934,
-0.058566924184560776,
0.00828580278903246,
-0.03236457332968712,
0.03306075930595398,
0.02149277739226818,
0.06742026656866074,
0.0074102370999753475,
0.04700208455324173,
-0.06584997475147247,
-0.004917837213724852,
0.038671232759952545,
0.05413798242807388,
0.0056008645333349705,
0.04904212802648544,
0.003589425701647997,
-0.025264481082558632,
-0.07303150743246078,
-0.03908536583185196,
0.08773785084486008,
0.011097460985183716,
0.0853613093495369,
-0.12137956917285919,
0.010328222997486591,
-0.00837103370577097,
0.09766922146081924,
-0.048331912606954575,
0.005434349644929171,
0.023373156785964966,
0.01886826567351818,
0.10305866599082947,
-0.006754711270332336,
0.10080169141292572,
-0.032885320484638214,
0.10456260293722153,
0.01422855630517006,
-0.015877341851592064,
-0.03162779659032822,
-0.03987875208258629,
0.054463643580675125,
0.10216173529624939,
0.024752113968133926,
0.044704873114824295,
-0.01966801844537258,
0.06548220664262772,
-0.07589804381132126,
-0.0424775592982769,
0.09760916233062744,
0.0018769354792311788,
2.8835197849907266e-33,
-0.019229449331760406,
-0.0016007524682208896,
0.05357655510306358,
-0.034274641424417496,
-0.010353783145546913,
0.007815688848495483,
-0.018148107454180717,
0.0363510362803936,
0.03210142254829407,
-0.044122736901044846,
-0.024620860815048218,
0.09108156710863113,
0.07778269797563553,
0.05391838029026985,
0.07854931056499481,
-0.005810587201267481,
-0.06622947752475739,
0.0357254296541214,
0.042705558240413666,
-0.014314687810838223,
0.08079811930656433,
-0.016142617911100388,
-0.009943073615431786,
0.009951995685696602,
-0.003789860289543867,
0.014803801663219929,
0.04276236891746521,
-0.02626180835068226,
0.032811980694532394,
0.003852644469588995,
0.05163639783859253,
-0.04517820477485657,
-0.0050885435193777084,
0.0454692617058754,
0.038168735802173615,
0.05401415750384331,
0.014682905748486519,
-0.04559025168418884,
-0.030738865956664085,
-0.11588629335165024,
-0.042825233191251755,
0.048559971153736115,
-0.024274837225675583,
-0.03004986047744751,
-0.09919063001871109,
-0.025655904784798622,
-0.019400862976908684,
-0.04871194437146187,
0.0009307301952503622,
0.03521016612648964,
0.01185532659292221,
-0.01667926274240017,
0.025976603850722313,
-0.019192278385162354,
0.06762652099132538,
-0.08723306655883789,
0.019753292202949524,
0.03370087221264839,
0.03641677647829056,
0.07266716659069061,
-0.04716071859002113,
0.0006455546827055514,
0.009967093355953693,
-0.0027559581212699413,
0.017600007355213165,
0.13958337903022766,
0.020108751952648163,
0.023774150758981705,
0.018885144963860512,
-0.03429553657770157,
0.04304900020360947,
0.06815143674612045,
-0.04377506300806999,
0.001832654932513833,
-0.11984559148550034,
-0.026643803343176842,
0.017914047464728355,
-0.02218131721019745,
0.002516662236303091,
0.017837651073932648,
-0.04155813902616501,
0.02675715647637844,
0.003926542587578297,
0.05923783779144287,
-0.09937870502471924,
0.010289103724062443,
0.01147239189594984,
0.0016882880590856075,
0.019647127017378807,
-0.06431537121534348,
0.039981380105018616,
-0.03181430324912071,
-0.0646868348121643,
0.06643803417682648,
-0.061461612582206726,
-1.8786271333551854e-33,
-0.14097627997398376,
-0.011417130008339882,
-0.024769015610218048,
0.06991618871688843,
0.009927511215209961,
-0.056181278079748154,
0.0730716809630394,
-0.009794408455491066,
0.009809248149394989,
0.03732401505112648,
0.014202415011823177,
0.031178321689367294,
0.015368224121630192,
0.05789879709482193,
-0.007564560975879431,
-0.10467648506164551,
0.00014234673290047795,
0.021082276478409767,
-0.06329614669084549,
0.09712189435958862,
-0.03696310892701149,
0.02635166607797146,
-0.06986842304468155,
-0.03417171165347099,
0.061918970197439194,
0.09194688498973846,
-0.06947881728410721,
-0.041739411652088165,
0.025464199483394623,
-0.055363841354846954,
0.10074316710233688,
-0.002313230885192752,
-0.020732425153255463,
0.0091312937438488,
-0.04107362776994705,
-0.02422158606350422,
0.0013584200059995055,
0.01563192531466484,
-0.002742921467870474,
0.022231388837099075,
-0.01844789832830429,
-0.02610558085143566,
-0.0636427104473114,
0.013592378236353397,
-0.04306519031524658,
0.05228520557284355,
0.012804286554455757,
0.01216601487249136,
0.019617611542344093,
-0.08292662352323532,
0.026434073224663734,
0.06534503400325775,
-0.04427776485681534,
-0.017328212037682533,
-0.07216120511293411,
-0.03119209222495556,
0.061008866876363754,
-0.06293691694736481,
-0.07028427720069885,
-0.05681995674967766,
0.03284839913249016,
-0.053924474865198135,
0.09264235943555832,
0.04345894977450371,
-0.042705684900283813,
0.0013362894533202052,
0.0126005494967103,
0.07042280584573746,
-0.024684682488441467,
-0.0918056070804596,
-0.04565543308854103,
-0.07972361892461777,
-0.06821614503860474,
0.03849386051297188,
-0.042387910187244415,
0.03393517807126045,
0.03604268282651901,
-0.08252235502004623,
-0.02261207066476345,
-0.029300419613718987,
-0.0820232629776001,
-0.10438850522041321,
0.03623751550912857,
0.04717561602592468,
0.03690546378493309,
-0.006644715555012226,
0.06426900625228882,
-0.027795614674687386,
0.041973669081926346,
0.09290154278278351,
-0.04395487532019615,
0.012218237854540348,
0.013595317490398884,
0.060225293040275574,
-0.03854358568787575,
-3.0527786520906375e-8,
-0.06495006382465363,
-0.10502834618091583,
0.03929108753800392,
0.08187370002269745,
0.004727983381599188,
0.017353391274809837,
-0.07301629334688187,
-0.009384292177855968,
-0.02744002640247345,
0.06649540364742279,
-0.05175077170133591,
-0.02964349091053009,
-0.17540626227855682,
-0.06833524256944656,
-0.004273680504411459,
0.08714959025382996,
0.010842801071703434,
-0.02490142360329628,
-0.011533022858202457,
0.0181380957365036,
-0.03530585393309593,
0.01385141909122467,
0.03571604937314987,
-0.07003635913133621,
-0.06072309613227844,
-0.056069087237119675,
-0.049165647476911545,
0.0838804841041565,
0.027556564658880234,
-0.07964302599430084,
0.06770386546850204,
0.029315130785107613,
0.06137504801154137,
-0.010404671542346478,
0.02824549935758114,
0.06041166931390762,
-0.01828703097999096,
0.003557249903678894,
-0.019573593512177467,
0.06414999812841415,
-0.0775861144065857,
-0.0601804181933403,
0.0020442381501197815,
0.052991725504398346,
0.028512945398688316,
0.022256262600421906,
-0.11153700202703476,
-0.08305446803569794,
-0.028857579454779625,
-0.049390293657779694,
0.012407626956701279,
-0.056361909955739975,
-0.03026103600859642,
0.03223421797156334,
-0.011465389281511307,
0.001038260292261839,
0.0016484278021380305,
-0.03758709132671356,
0.04417739436030388,
0.053704094141721725,
0.013747800141572952,
-0.03002524934709072,
0.03662572428584099,
0.008136704564094543
] | p | So for instance, the way BGE would count a token might be different from how OpenAI might count a token because the tokenizers are slightly different and they have been trained on slightly different corporates. | [
"blog",
"blog/fast-embed-models"
] | 15,888 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18) | [
-0.022215310484170914,
-0.0002191800158470869,
0.013931591995060444,
-0.02086598612368107,
0.020231099799275398,
0.01140068843960762,
-0.017673948779702187,
0.019827811047434807,
-0.02425212785601616,
-0.05619599297642708,
-0.03940245509147644,
0.024974389001727104,
0.025169506669044495,
0.0014516040682792664,
0.03343852609395981,
-0.06197052076458931,
0.06514603644609451,
-0.014037738554179668,
0.04562558978796005,
-0.024933019652962685,
0.07067389041185379,
0.028256731107831,
-0.009926225990056992,
0.023894229903817177,
-0.0693269595503807,
-0.033291298896074295,
0.00085024896543473,
0.0864383652806282,
0.04586225375533104,
-0.017433352768421173,
0.0012074969708919525,
0.07880353927612305,
0.02905547246336937,
0.017676014453172684,
-0.03228247910737991,
0.0012998009333387017,
0.03832986205816269,
0.06914035975933075,
-0.002720336662605405,
0.01793438196182251,
-0.004806400742381811,
0.034776974469423294,
0.025819484144449234,
0.02655104734003544,
-0.006829494144767523,
-0.018747014924883842,
-0.009860205464065075,
-0.002836005063727498,
0.09863235056400299,
0.03172314167022705,
0.04891393333673477,
-0.021182462573051453,
-0.024579614400863647,
-0.0325121209025383,
0.06086544319987297,
-0.0649646520614624,
0.0456654392182827,
-0.05008229613304138,
0.016500703990459442,
-0.0014267932856455445,
-0.09875908493995667,
-0.0025667110458016396,
-0.11663682758808136,
0.04831218346953392,
0.026582393795251846,
0.06250740587711334,
0.08801048249006271,
0.04808684438467026,
0.03682583570480347,
0.06604866683483124,
0.04373529180884361,
0.07657744735479355,
0.027659444138407707,
0.0029555498622357845,
-0.019771099090576172,
0.039910271763801575,
-0.01637979783117771,
0.0020245960913598537,
0.027281856164336205,
0.03293977305293083,
0.028018858283758163,
-0.04185904935002327,
0.0017999281408265233,
-0.020341137424111366,
0.011015108786523342,
0.025390643626451492,
0.07656405866146088,
-0.06036531552672386,
0.0025050390977412462,
-0.047647908329963684,
-0.0907210037112236,
-0.05386793240904808,
0.01016764435917139,
-0.04970140755176544,
0.06628374010324478,
-0.014650273136794567,
-0.01373511366546154,
-0.0037083944771438837,
-0.046330034732818604,
0.06983574479818344,
-0.037726592272520065,
0.0027738544158637524,
0.02405882254242897,
-0.052062422037124634,
0.029209284111857414,
-0.09229008108377457,
-0.05377519875764847,
-0.015285763889551163,
0.05285558104515076,
-0.09117299318313599,
-0.05844951421022415,
-0.036613527685403824,
0.05478951334953308,
0.006522532552480698,
0.06268271803855896,
0.06131407245993614,
0.02953159436583519,
0.07453642040491104,
0.08797713369131088,
-0.01644025929272175,
0.06365001201629639,
0.03475072607398033,
-0.07951045036315918,
-0.038015592843294144,
-0.04705028980970383,
-0.017927037551999092,
-0.044626764953136444,
-5.56592203744736e-33,
0.006899232044816017,
0.05335267633199692,
0.050995759665966034,
-0.048520393669605255,
0.1319880336523056,
-0.06377708911895752,
0.003468451090157032,
0.0120576536282897,
-0.003930050879716873,
-0.05393180623650551,
0.01723441109061241,
-0.05500878021121025,
0.01686394214630127,
-0.015574214048683643,
0.048339683562517166,
-0.0403607077896595,
-0.03543093800544739,
0.02581482008099556,
-0.0048241568729281425,
0.038899268954992294,
0.034642551094293594,
-0.02712883986532688,
0.011185922659933567,
-0.008544963784515858,
0.03346485644578934,
-0.04398692026734352,
0.0229727141559124,
-0.05118568241596222,
0.09413157403469086,
0.02313864603638649,
0.05207274109125137,
0.13907766342163086,
-0.12774938344955444,
0.02320701815187931,
-0.01847696490585804,
-0.07058774679899216,
0.03628426790237427,
-0.05262020230293274,
-0.020524565130472183,
0.06973141431808472,
-0.01792280189692974,
0.018158085644245148,
-0.047312989830970764,
0.0022781339939683676,
0.021326366811990738,
0.05381099507212639,
0.03553943708539009,
-0.0075766718946397305,
-0.042994752526283264,
0.02122195065021515,
0.011824890039861202,
-0.03772980719804764,
0.023592863231897354,
-0.007902665995061398,
-0.060952819883823395,
0.040488481521606445,
-0.029471922665834427,
-0.05096234008669853,
0.08643738180398941,
-0.040235135704278946,
0.03285123035311699,
-0.08529800921678543,
0.03290649875998497,
0.14079436659812927,
-0.0954662635922432,
0.00995219498872757,
0.04369983449578285,
-0.011770760640501976,
0.0034988250117748976,
-0.009032169356942177,
0.03930361941456795,
-0.012681410647928715,
-0.06554237753152847,
0.050649527460336685,
-0.13275134563446045,
0.03117121197283268,
-0.030317213386297226,
-0.03497771546244621,
0.054132767021656036,
-0.04398195818066597,
0.03175923228263855,
0.008989554829895496,
-0.06579339504241943,
-0.00180359510704875,
-0.0011969479965046048,
-0.07416163384914398,
0.07186965644359589,
-0.017190730199217796,
-0.16118960082530975,
-0.054728418588638306,
-0.018447598442435265,
-0.012225344777107239,
0.04629209265112877,
-0.04755120724439621,
-0.07759138941764832,
3.26035774359642e-33,
-0.08044923841953278,
-0.011108824983239174,
-0.03433062136173248,
-0.010736828669905663,
0.0651649758219719,
-0.047087449580430984,
-0.0017736044246703386,
-0.005696773994714022,
-0.08246777206659317,
0.1534402072429657,
-0.01105484552681446,
-0.040154583752155304,
0.039681147783994675,
0.023599058389663696,
0.06433191895484924,
-0.007527021691203117,
0.02008913643658161,
-0.031160587444901466,
-0.00025936492602340877,
-0.019765127450227737,
-0.01881757564842701,
0.07881111651659012,
-0.022742167115211487,
0.1385454535484314,
0.0005578842246904969,
0.07303331047296524,
0.046327002346515656,
-0.029355596750974655,
0.0014705884968861938,
0.04678888991475105,
0.04909515008330345,
-0.12293347716331482,
-0.12356405705213547,
-0.04610125347971916,
-0.04420671984553337,
0.04775908961892128,
-0.0725591853260994,
0.016310961917042732,
-0.002515326254069805,
-0.10228268802165985,
-0.031173402443528175,
-0.05296840891242027,
-0.08110573142766953,
0.03823927044868469,
-0.0036920499987900257,
0.03486014902591705,
-0.008545931428670883,
0.06080280616879463,
0.05453142896294594,
0.0304383784532547,
0.01408390887081623,
0.05964510515332222,
-0.05186932533979416,
-0.02539364993572235,
-0.06885917484760284,
-0.028746021911501884,
0.09655704349279404,
-0.05533384904265404,
-0.009677860885858536,
0.005851744674146175,
0.028619123622775078,
0.027181563898921013,
0.035355690866708755,
-0.043051354587078094,
0.01766437292098999,
-0.0702638104557991,
-0.04342390596866608,
0.028085503727197647,
0.023968111723661423,
0.04141521453857422,
0.04855794459581375,
-0.017832813784480095,
-0.06704384088516235,
-0.026421204209327698,
0.012295703403651714,
-0.09337707608938217,
0.06724482774734497,
-0.08100724220275879,
0.025768697261810303,
-0.06811237335205078,
-0.127412810921669,
-0.09465324878692627,
0.04334351792931557,
0.008698198944330215,
0.06403062492609024,
-0.0018543001497164369,
-0.051748376339673996,
-0.0627136155962944,
-0.027722815051674843,
0.021320262923836708,
-0.023365572094917297,
0.014015307649970055,
0.05733975023031235,
0.040865328162908554,
-0.06543897092342377,
-2.5987894503032294e-8,
-0.006049322430044413,
0.042017482221126556,
0.04221544414758682,
0.048356298357248306,
-0.007674518506973982,
0.1454870104789734,
0.04258975014090538,
0.01764497347176075,
0.0034579553175717592,
0.0031685547437518835,
0.10126318782567978,
-0.025838622823357582,
-0.01670595444738865,
0.007114502601325512,
0.051731791347265244,
-0.022339042276144028,
0.001683765440247953,
-0.038676731288433075,
-0.053378183394670486,
0.061315178871154785,
-0.02683926187455654,
0.11147204041481018,
0.0035828042309731245,
0.017792582511901855,
-0.051378194242715836,
0.00927004124969244,
0.07434605807065964,
0.11889442056417465,
0.10872708261013031,
0.042686667293310165,
-0.00398885365575552,
-0.038934722542762756,
0.05556786432862282,
0.09345636516809464,
0.08052536100149155,
0.012371729128062725,
-0.03455829992890358,
0.05118202790617943,
0.02812041901051998,
-0.05044380575418472,
-0.07556316256523132,
0.010299576446413994,
0.06797673553228378,
0.06975628435611725,
-0.007397151552140713,
-0.009788226336240768,
-0.016598358750343323,
0.008189931511878967,
-0.03680114820599556,
0.028793293982744217,
-0.09623914211988449,
0.012954610399901867,
0.004851531237363815,
0.02254505082964897,
0.005043167155236006,
-0.048146799206733704,
-0.012620128691196442,
-0.011164837516844273,
-0.06823582947254181,
0.0453668013215065,
-0.021585477516055107,
0.018394960090517998,
0.05342985689640045,
0.008279651403427124
] | p | So that’s the idea. | [
"blog",
"blog/fast-embed-models"
] | 15,889 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(19) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,890 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(19) | [
-0.04791589453816414,
-0.02948269248008728,
0.021551061421632767,
-0.003445596434175968,
-0.03468310460448265,
-0.03883834555745125,
-0.06169041246175766,
0.00003338032547617331,
-0.08593618869781494,
-0.01720144785940647,
-0.024652592837810516,
0.04304021969437599,
0.045686691999435425,
0.06294136494398117,
0.07433478534221649,
0.028829019516706467,
0.09017661958932877,
0.05906070023775101,
-0.0380735769867897,
0.07981628179550171,
0.024053428322076797,
-0.09103236347436905,
0.0162662360817194,
-0.034799326211214066,
0.008538991212844849,
-0.05493995547294617,
0.001118577434681356,
0.020514648407697678,
-0.028436172753572464,
-0.12912984192371368,
-0.01564382202923298,
0.011035829782485962,
0.0014026027638465166,
-0.022864820435643196,
-0.07333224266767502,
0.023002859205007553,
-0.021996039897203445,
-0.013983618468046188,
0.01856657862663269,
0.007568378932774067,
0.05268578231334686,
-0.016603166237473488,
0.03326195850968361,
-0.00404876796528697,
0.05067821592092514,
0.0531112402677536,
0.042939044535160065,
0.08366294205188751,
0.052572499960660934,
-0.00033146102214232087,
-0.043835416436195374,
-0.09978823363780975,
0.045942582190036774,
-0.030200453475117683,
-0.03687054663896561,
0.017195507884025574,
-0.04943050071597099,
0.01940975710749626,
-0.03788480535149574,
0.060762546956539154,
0.04060668870806694,
0.035464536398649216,
-0.023152580484747887,
0.037980809807777405,
0.07159844785928726,
-0.019333401694893837,
-0.05492482706904411,
0.09136062115430832,
0.001123454887419939,
-0.014622524380683899,
-0.033046185970306396,
0.017219241708517075,
-0.03473475202918053,
0.037618279457092285,
0.007814507931470871,
-0.032677602022886276,
0.01978020928800106,
-0.07027943432331085,
-0.007627161685377359,
0.07658659666776657,
-0.096708282828331,
0.10515435039997101,
-0.009834492579102516,
0.041376080363988876,
-0.0895901471376419,
0.016696497797966003,
0.033643029630184174,
-0.040728770196437836,
0.02110072784125805,
-0.010751407593488693,
0.034860916435718536,
0.08484034985303879,
-0.04371606558561325,
-0.04678567126393318,
-0.09832281619310379,
-0.026411496102809906,
-0.0364982895553112,
-0.03571341931819916,
-0.0798187106847763,
-0.010947827249765396,
-0.019417215138673782,
-0.0091898487880826,
0.01860721968114376,
-0.06517308205366135,
-0.025511492043733597,
-0.0028571044094860554,
-0.07299350947141647,
0.010867987759411335,
0.03115622140467167,
-0.026717673987150192,
-0.08676532655954361,
-0.04404079169034958,
0.011701970361173153,
-0.016357144340872765,
-0.019086359068751335,
0.03223204240202904,
-0.019481290131807327,
0.03253417834639549,
0.06860856711864471,
0.0032535050995647907,
0.04000196233391762,
-0.054418500512838364,
0.049291469156742096,
-0.01025075651705265,
-0.026181107386946678,
0.01070338860154152,
-0.011737816035747528,
-4.9499530793828964e-33,
0.037761494517326355,
-0.03539293259382248,
0.08203022181987762,
0.05518173426389694,
0.03734086826443672,
-0.03847120329737663,
-0.08095480501651764,
-0.0288708433508873,
-0.04150882735848427,
0.048674631863832474,
0.04356234148144722,
-0.006070212461054325,
0.022878171876072884,
0.14071886241436005,
0.061557043343782425,
-0.09648723900318146,
-0.05400894954800606,
0.027207747101783752,
-0.04782630503177643,
0.03064633533358574,
0.00825470220297575,
-0.05985984578728676,
-0.042758528143167496,
-0.030058564618229866,
0.008912302553653717,
0.03888804838061333,
0.006464764475822449,
-0.018670080229640007,
0.07321765273809433,
0.02936081774532795,
0.020139586180448532,
-0.007622730918228626,
-0.051625628024339676,
-0.036108825355768204,
-0.07091490179300308,
0.04090985655784607,
0.024537667632102966,
-0.021206479519605637,
-0.0020702420733869076,
0.003829025896266103,
-0.04067108407616615,
-0.003764200024306774,
0.04286520555615425,
0.017620889469981194,
-0.04647229239344597,
-0.04744679853320122,
0.05439775064587593,
0.03235263377428055,
0.036219026893377304,
-0.03957847133278847,
0.06922724097967148,
0.09937585890293121,
0.0072225662879645824,
0.01582120731472969,
0.052820801734924316,
0.0011761446949094534,
-0.015222464688122272,
-0.0798480287194252,
0.06200849637389183,
0.020544087514281273,
-0.07462944835424423,
-0.04622807726264,
0.0036914388183504343,
-0.03475479409098625,
-0.0993790477514267,
0.03790910542011261,
-0.03605584427714348,
-0.019866887480020523,
0.004209380596876144,
-0.01403543259948492,
-0.02972871996462345,
-0.004410817753523588,
0.046182043850421906,
-0.06122683361172676,
-0.003863438731059432,
-0.005278090480715036,
0.015208716504275799,
0.0174323171377182,
0.042507823556661606,
-0.06214875727891922,
0.08118517696857452,
0.01662387140095234,
-0.004441963974386454,
0.026250438764691353,
0.0656675323843956,
0.02422584593296051,
-0.060301922261714935,
-0.07942347228527069,
0.01582328975200653,
0.022104579955339432,
-0.03174163028597832,
-0.030657650902867317,
-0.011125701479613781,
-0.017123503610491753,
-0.09507033228874207,
3.509039818326614e-33,
0.02279817871749401,
0.006329360883682966,
0.0376632921397686,
0.054455313831567764,
0.06953581422567368,
-0.03423584625124931,
0.021515291184186935,
0.02750052697956562,
-0.01439102552831173,
0.04162507876753807,
0.019391201436519623,
-0.022742008790373802,
0.04670017957687378,
0.0015668076230213046,
-0.05936787649989128,
0.054869119077920914,
0.04365181177854538,
0.013838756829500198,
-0.032671935856342316,
-0.021205732598900795,
-0.04578038305044174,
0.12925690412521362,
-0.014043440110981464,
-0.048722222447395325,
0.004753884859383106,
0.029450830072164536,
-0.006621200125664473,
-0.004509692080318928,
0.08741708099842072,
0.012995024211704731,
0.06710410118103027,
-0.04622844606637955,
-0.04289230704307556,
-0.07471045851707458,
-0.003193176817148924,
0.0352022722363472,
0.01607145369052887,
0.11337221413850784,
-0.02109851874411106,
-0.1306786835193634,
-0.006524173077195883,
-0.059520404785871506,
-0.030127059668302536,
-0.060039252042770386,
0.0033443854190409184,
-0.03317294269800186,
0.07348563522100449,
-0.037205684930086136,
-0.08558444678783417,
0.08396566659212112,
0.016403459012508392,
-0.01761423796415329,
0.01997540146112442,
-0.03539992496371269,
0.014936044812202454,
-0.0623139850795269,
0.12478303909301758,
-0.026222072541713715,
0.009664817713201046,
-0.03336535766720772,
-0.0958562046289444,
0.015057562850415707,
0.046809159219264984,
-0.06242017447948456,
0.05693855881690979,
0.009234276600182056,
-0.07149907201528549,
0.07980161160230637,
-0.03762364014983177,
-0.015918606892228127,
0.08641394227743149,
0.021023688837885857,
0.06330709159374237,
0.033825911581516266,
0.060507770627737045,
-0.08701234310865402,
0.09049096703529358,
-0.07777732610702515,
-0.07820989191532135,
-0.0113545972853899,
-0.011190071702003479,
-0.0399894043803215,
0.03634171932935715,
-0.00513096759095788,
0.01510403212159872,
0.06793240457773209,
-0.04498865082859993,
0.06385260820388794,
-0.07192356139421463,
0.04155939817428589,
-0.10367884486913681,
0.032998327165842056,
0.08709071576595306,
-0.009040807373821735,
0.19177734851837158,
-2.7955829651205022e-8,
-0.014764627441763878,
-0.047076690942049026,
0.07566708326339722,
0.04053891822695732,
-0.04102647304534912,
0.0036500878632068634,
0.019654855132102966,
-0.08364123106002808,
-0.028389405459165573,
-0.13209398090839386,
-0.015749623998999596,
0.08371351659297943,
0.040802497416734695,
0.09035953134298325,
-0.031143449246883392,
-0.06441809982061386,
0.11893334239721298,
0.06451690196990967,
-0.008303610607981682,
-0.05124621465802193,
-0.055521659553050995,
0.06475324183702469,
-0.011790460906922817,
-0.04734165593981743,
-0.010172157548367977,
0.0295077133923769,
-0.03859247267246246,
0.007670452352613211,
0.05944900959730148,
-0.10252340883016586,
0.03762208670377731,
-0.00786864385008812,
0.05221642926335335,
0.03153782710433006,
0.014318743720650673,
-0.03406450152397156,
-0.01203145645558834,
0.016571151092648506,
-0.05448738858103752,
-0.01679989881813526,
-0.0412924587726593,
-0.062443822622299194,
0.021582765504717827,
0.06299790740013123,
-0.1318528652191162,
-0.05722751095890999,
0.08529714494943619,
-0.060955435037612915,
0.027468951418995857,
0.09978165477514267,
0.06434415280818939,
0.027285480871796608,
0.08663931488990784,
-0.018188564106822014,
0.03570856526494026,
0.05937357246875763,
0.029796456918120384,
-0.021193208172917366,
-0.010002912022173405,
0.039753079414367676,
0.08104939013719559,
0.04662716016173363,
-0.0232190303504467,
0.023166069760918617
] | p | I would love you to try this so that I can actually brag about you trying it. | [
"blog",
"blog/fast-embed-models"
] | 15,891 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 15,892 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20) | [
-0.09241575002670288,
0.1301274448633194,
0.005392130464315414,
-0.005145848263055086,
-0.003499492071568966,
0.015262141823768616,
0.029862282797694206,
0.033311907202005386,
-0.03375130519270897,
-0.04618684574961662,
0.022147124633193016,
0.10519701987504959,
0.024095317348837852,
-0.0007665160810574889,
-0.11564614623785019,
-0.001817201729863882,
0.031728848814964294,
0.007056070026010275,
-0.007646716665476561,
-0.011791910044848919,
0.005608104169368744,
0.03574085235595703,
0.013038632459938526,
0.017581813037395477,
-0.10008394718170166,
0.07738253474235535,
-0.06801654398441315,
-0.01868092641234398,
0.024711407721042633,
-0.02488553524017334,
-0.0585935041308403,
0.002563466550782323,
0.01945379190146923,
0.02163369208574295,
0.003026034217327833,
-0.013711079023778439,
0.0005759576451964676,
-0.021770533174276352,
0.03691692650318146,
-0.0035463045351207256,
-0.024450330063700676,
-0.09606273472309113,
0.01723869889974594,
-0.014444070868194103,
0.00638796528801322,
0.030908048152923584,
-0.05779920145869255,
-0.013479203917086124,
-0.004283722024410963,
0.005763657856732607,
-0.051842328161001205,
0.0019111529691144824,
-0.001980097498744726,
-0.08098888397216797,
0.05350292846560478,
-0.0006274286424741149,
0.014434754848480225,
0.006186815444380045,
0.0246113333851099,
-0.018399083986878395,
-0.01174568384885788,
0.00981920212507248,
-0.0486612431704998,
0.044614750891923904,
0.0727129876613617,
-0.0014341621426865458,
-0.0980399027466774,
-0.013759173452854156,
0.019562920555472374,
0.018823537975549698,
0.03738105669617653,
-0.04004128277301788,
0.04796727001667023,
-0.056541964411735535,
-0.043619390577077866,
-0.08283324539661407,
0.02149912901222706,
-0.03752032667398453,
-0.057274144142866135,
-0.04326772689819336,
0.0770459994673729,
-0.05919456481933594,
-0.03182343766093254,
0.027725599706172943,
0.051477205008268356,
0.015161432325839996,
-0.0191813874989748,
-0.02809457667171955,
0.06971387565135956,
0.06125642731785774,
0.002238251967355609,
-0.003642857074737549,
-0.09181506931781769,
0.045557547360658646,
0.029863812029361725,
0.009528379887342453,
-0.10093172639608383,
-0.135961651802063,
0.0007230750052258372,
0.12513966858386993,
0.01801369898021221,
0.0478815957903862,
0.08557099103927612,
-0.030335841700434685,
-0.06861601024866104,
-0.0623336099088192,
-0.020649822428822517,
0.0881970077753067,
-0.01627647690474987,
0.014071823097765446,
0.0137998778373003,
-0.01888285018503666,
-0.006516916211694479,
0.016382083296775818,
-0.021363062784075737,
-0.11953844875097275,
-0.09117846935987473,
0.005300333723425865,
0.050172992050647736,
-0.10393926501274109,
0.07911187410354614,
0.004478441551327705,
-0.08218676596879959,
-0.014716129750013351,
-0.11550748348236084,
-0.009697197005152702,
0.004707163665443659,
-7.291525336593416e-33,
0.04398077726364136,
0.029974322766065598,
-0.009156761690974236,
-0.04080889746546745,
0.0776359960436821,
0.023091603070497513,
-0.023015400394797325,
-0.07268685847520828,
-0.05320197716355324,
0.08282974362373352,
0.07640062272548676,
0.03029601275920868,
-0.01335403136909008,
0.0875590518116951,
-0.0005979982088319957,
-0.01370989065617323,
-0.05550285056233406,
0.07749304920434952,
-0.03946485370397568,
0.045924145728349686,
-0.016043605282902718,
0.026818960905075073,
0.029790090397000313,
-0.08507238328456879,
0.014338851906359196,
0.14294594526290894,
0.013576013967394829,
0.002961428603157401,
-0.007772516924887896,
0.033174045383930206,
-0.04785718768835068,
0.0207542534917593,
0.10041777789592743,
-0.08794640749692917,
0.06544097512960434,
-0.04478561878204346,
-0.10294675081968307,
-0.11794651299715042,
-0.03246280923485756,
0.05235400050878525,
-0.008137017488479614,
-0.021524077281355858,
0.05596519261598587,
0.04371482506394386,
-0.01509167905896902,
0.08306288719177246,
0.017748117446899414,
0.050277672708034515,
0.011037199757993221,
0.05101992189884186,
-0.025474855676293373,
-0.0005472056218422949,
-0.01824006624519825,
-0.040061429142951965,
-0.008484750054776669,
-0.04549761489033699,
0.07589457184076309,
0.025674639269709587,
-0.006982836406677961,
-0.021455317735671997,
0.08464489132165909,
0.08633081614971161,
-0.0011451818281784654,
-0.05867111310362816,
-0.0011038572993129492,
-0.012143006548285484,
-0.06877000629901886,
0.006529944017529488,
0.0016827156068757176,
-0.031057339161634445,
-0.08162965625524521,
-0.034627288579940796,
0.012523271143436432,
-0.030317336320877075,
0.05401085317134857,
-0.00828219298273325,
-0.0053144413977861404,
0.04326288774609566,
0.007512480951845646,
-0.08055233955383301,
-0.04069536179304123,
-0.03856233134865761,
0.04346001148223877,
-0.02688675932586193,
-0.031287986785173416,
0.047108396887779236,
-0.09546051174402237,
0.03221111744642258,
-0.02234421670436859,
0.07337494194507599,
-0.03900214284658432,
0.046145740896463394,
-0.029272187501192093,
0.0417216420173645,
-0.019547125324606895,
3.551372675977586e-33,
-0.04682006314396858,
0.06418291479349136,
-0.02959621697664261,
0.09781582653522491,
-0.01201094500720501,
-0.029513215646147728,
-0.05527614802122116,
0.06406254321336746,
0.052691325545310974,
0.05431193858385086,
0.02293870970606804,
-0.01660993881523609,
0.01072677318006754,
-0.02606409415602684,
0.0731997936964035,
-0.06782978028059006,
0.08799008280038834,
0.0070650894194841385,
0.01569526270031929,
0.021365530788898468,
0.12634989619255066,
0.04252307862043381,
-0.005168609321117401,
0.08988481760025024,
0.008428171277046204,
0.06861811131238937,
0.052259523421525955,
-0.11743102222681046,
-0.07698849588632584,
0.06861007213592529,
-0.001934899017214775,
-0.06414932012557983,
0.0029449444264173508,
0.04826001822948456,
-0.00517557468265295,
-0.015417513437569141,
0.04898688197135925,
-0.02459562197327614,
-0.004382182843983173,
-0.06947226822376251,
0.054370369762182236,
0.03174962103366852,
-0.06979455798864365,
0.11946027725934982,
-0.006417622324079275,
-0.019384704530239105,
0.04537227749824524,
0.00442493986338377,
0.08905716240406036,
0.0035444465465843678,
-0.07609164714813232,
0.0006647832924500108,
0.013484780676662922,
-0.049073249101638794,
-0.02139289490878582,
-0.03904934972524643,
-0.0695398598909378,
-0.06073032692074776,
0.060362815856933594,
0.010827157646417618,
-0.020091554149985313,
0.05221456661820412,
-0.0859232172369957,
-0.061923325061798096,
0.024899551644921303,
0.007432233076542616,
0.006897561717778444,
-0.041065242141485214,
-0.06217262148857117,
0.04541121795773506,
-0.023630380630493164,
-0.001844952697865665,
0.021321220323443413,
-0.05242634937167168,
-0.021750204265117645,
-0.005772712174803019,
0.026684634387493134,
0.06652722507715225,
-0.004024537280201912,
0.07934250682592392,
0.05250171199440956,
-0.017363980412483215,
0.0071165841072797775,
0.04883134365081787,
-0.003592201741412282,
0.040590424090623856,
-0.11788847297430038,
-0.05376509949564934,
-0.030267052352428436,
0.04484125226736069,
0.01736517995595932,
0.043942634016275406,
0.032028812915086746,
0.0049102953635156155,
-0.018565382808446884,
-1.9654006422342718e-8,
-0.022805606946349144,
0.042808257043361664,
-0.029916182160377502,
-0.150851309299469,
-0.02265472523868084,
0.0075025372207164764,
0.03310509771108627,
0.05675424262881279,
-0.02426358312368393,
-0.031973764300346375,
0.030255233868956566,
-0.08497179299592972,
-0.021995501592755318,
0.0142331812530756,
-0.01388161163777113,
0.02936098910868168,
-0.06749378889799118,
0.07505054026842117,
-0.060966406017541885,
0.005857642274349928,
0.06079116463661194,
0.00390965212136507,
0.10962022095918655,
-0.02216990478336811,
-0.11637596040964127,
0.004354183096438646,
0.02387160435318947,
0.006243064533919096,
-0.04944300651550293,
-0.06674855202436447,
0.03155318275094032,
0.050499577075242996,
0.043783120810985565,
-0.010697945952415466,
0.01324442122131586,
0.06751429289579391,
-0.07624489814043045,
0.023212773725390434,
0.08681251853704453,
0.005883839912712574,
-0.06525829434394836,
0.06100131943821907,
0.03175428509712219,
0.0478752963244915,
0.0021016576793044806,
0.024789802730083466,
-0.009497283026576042,
-0.03365229815244675,
-0.10935784876346588,
0.015577830374240875,
-0.008366193622350693,
-0.0304571520537138,
-0.051152996718883514,
0.02392563223838806,
0.046080224215984344,
-0.07141213119029999,
0.04197525233030319,
-0.0497758649289608,
-0.02301722951233387,
0.0757356658577919,
0.02183675765991211,
0.027672939002513885,
-0.029826968908309937,
0.07388228923082352
] | p | What was the fine print on that slide? | [
"blog",
"blog/fast-embed-models"
] | 15,893 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20) | [
-0.007663189433515072,
-0.02811291441321373,
-0.03343181684613228,
-0.02572351135313511,
-0.0004537841014098376,
-0.0389375165104866,
0.042905695736408234,
0.04969686642289162,
-0.046328939497470856,
0.004157818388193846,
-0.08387945592403412,
-0.027317916974425316,
0.03466586396098137,
0.01643907092511654,
0.0026512371841818094,
-0.05921424180269241,
0.11382925510406494,
-0.012159702368080616,
-0.011323725804686546,
-0.06496167927980423,
-0.06675171852111816,
-0.046313729137182236,
0.009534534066915512,
0.017163554206490517,
0.10810700803995132,
-0.022275228053331375,
-0.04467213526368141,
0.029812248423695564,
-0.021075109019875526,
-0.014832992106676102,
-0.04864252731204033,
-0.011591331101953983,
0.024014921858906746,
-0.02055962197482586,
-0.0670069083571434,
0.03025909699499607,
0.03630893677473068,
-0.04657585173845291,
0.06638117879629135,
-0.013029308058321476,
-0.025728287175297737,
-0.03908554092049599,
0.022108225151896477,
0.053515709936618805,
0.060462966561317444,
0.04134669154882431,
0.047781433910131454,
0.021947279572486877,
0.0037332659121602774,
0.015723029151558876,
-0.09801706671714783,
-0.01808891072869301,
-0.009318956173956394,
-0.09550012648105621,
-0.04362660273909569,
0.0883946418762207,
0.06380306929349899,
0.009081557393074036,
0.0014712178381159902,
0.001440471038222313,
0.019177867099642754,
-0.09357136487960815,
-0.06785925477743149,
0.06986451148986816,
0.09946203231811523,
-0.03845277428627014,
0.08187013119459152,
0.050415076315402985,
-0.0030819070525467396,
0.06155765801668167,
0.009262524545192719,
0.038444001227617264,
0.0005409707082435489,
0.09344600141048431,
0.05272465944290161,
0.039486560970544815,
-0.015060278587043285,
-0.0676729753613472,
0.004876877646893263,
-0.03322707116603851,
-0.07627449929714203,
-0.030677378177642822,
-0.03266335278749466,
0.005893106572329998,
0.07284806668758392,
-0.06357792764902115,
0.07348264753818512,
-0.0036702530924230814,
0.03051948919892311,
-0.052671268582344055,
0.04678177833557129,
0.04657144844532013,
-0.036493945866823196,
-0.003577725263312459,
-0.018550070002675056,
0.03313411399722099,
0.04622291401028633,
-0.00954495370388031,
-0.019216647371649742,
0.07011901587247849,
-0.01805073767900467,
0.027598802000284195,
-0.007971767336130142,
0.018862705677747726,
0.0740494504570961,
-0.025265458971261978,
0.05898500606417656,
0.0701732411980629,
0.0187002532184124,
-0.052734944969415665,
-0.004547732416540384,
0.024541117250919342,
0.024152016267180443,
-0.015844864770770073,
0.07689429074525833,
-0.013679581694304943,
-0.034587226808071136,
0.004696549382060766,
0.09099175781011581,
-0.002173737622797489,
0.011377597227692604,
-0.021089375019073486,
0.02257496491074562,
0.030024196952581406,
-0.01571579836308956,
0.037481099367141724,
-0.025975242257118225,
-4.862981099265936e-34,
0.018213870003819466,
0.04456489533185959,
0.07340740412473679,
-0.04861416667699814,
-0.06542431563138962,
-0.06314575672149658,
-0.06661125272512436,
-0.013834874145686626,
-0.06405819952487946,
0.04903317242860794,
-0.008828531950712204,
0.02950548753142357,
-0.012178606353700161,
0.06438334286212921,
0.08064039051532745,
-0.0637575015425682,
-0.05581941828131676,
0.07143703103065491,
-0.06737297773361206,
0.02721635065972805,
0.03875897079706192,
0.009808307513594627,
-0.008782045915722847,
-0.07608473300933838,
0.04849733039736748,
0.07502279430627823,
0.09304007142782211,
-0.012870547361671925,
-0.09313889592885971,
0.00862274318933487,
0.028043201193213463,
-0.025205031037330627,
-0.028995579108595848,
-0.009620338678359985,
-0.0024020932614803314,
-0.02091890014708042,
-0.03742106631398201,
-0.03499586135149002,
-0.002967659616842866,
-0.021138012409210205,
-0.05477454140782356,
0.02460622228682041,
-0.0040865708142519,
-0.04529266431927681,
-0.03782718628644943,
-0.026833223178982735,
-0.047702543437480927,
-0.04189816117286682,
0.004717853851616383,
-0.035898130387067795,
0.01478848047554493,
0.0328226163983345,
0.04619256779551506,
0.016156813129782677,
0.031980711966753006,
-0.08091915398836136,
0.055429596453905106,
-0.01684137061238289,
0.018584448844194412,
0.09492870420217514,
-0.053071312606334686,
-0.047183722257614136,
0.008272266946732998,
-0.05308034271001816,
-0.11060260981321335,
0.0682283565402031,
-0.04799288138747215,
0.07047323882579803,
0.06640930473804474,
0.04949592798948288,
-0.040354207158088684,
-0.0005517206154763699,
0.017644749954342842,
-0.10684795677661896,
0.03976002335548401,
0.02203034609556198,
-0.012113554403185844,
-0.022997407242655754,
-0.05895661190152168,
-0.11457638442516327,
-0.014792274683713913,
0.09239571541547775,
-0.040610264986753464,
-0.02054038643836975,
0.013517895713448524,
-0.035114746540784836,
0.007937206886708736,
-0.0888693556189537,
-0.05939576029777527,
0.03763953223824501,
-0.09560257196426392,
0.008332294411957264,
0.001601865515112877,
-0.0339374914765358,
-0.08540809154510498,
1.6936142407693424e-33,
0.015708493068814278,
-0.03640751168131828,
0.027320273220539093,
0.13052603602409363,
0.011215750128030777,
-0.07801412791013718,
-0.031961582601070404,
-0.020635345950722694,
-0.03418894112110138,
0.013775110244750977,
0.056466177105903625,
0.02182798832654953,
-0.04608182609081268,
-0.026606479659676552,
-0.01965343952178955,
0.013525743037462234,
0.023647677153348923,
-0.10154953598976135,
-0.010423495434224606,
-0.026685025542974472,
0.024526510387659073,
0.03258853405714035,
0.0055639250203967094,
0.007369488477706909,
-0.001567404717206955,
0.026153704151511192,
-0.12674294412136078,
-0.037066586315631866,
-0.00014653753896709532,
-0.12231362611055374,
-0.006695359479635954,
0.025308944284915924,
-0.04734485596418381,
-0.044893618673086166,
-0.0021747592836618423,
0.012422626838088036,
0.003364566946402192,
0.07418201118707657,
-0.042704712599515915,
0.07768889516592026,
-0.008048446848988533,
0.07838152348995209,
-0.04314055293798447,
-0.04931764677166939,
0.06077738478779793,
0.04326154291629791,
0.013217838481068611,
0.00896412879228592,
-0.05787508189678192,
0.09121409058570862,
0.015729261562228203,
-0.04149647429585457,
-0.023494474589824677,
0.006047870963811874,
-0.019700000062584877,
-0.0938643142580986,
-0.04265366494655609,
0.0260518416762352,
0.05689287930727005,
0.020259350538253784,
-0.008863307535648346,
-0.04679081216454506,
-0.028335468843579292,
0.06545226275920868,
-0.02198987640440464,
-0.02616291679441929,
-0.009074635803699493,
-0.017914781346917152,
-0.08481170237064362,
0.03710962459445,
-0.07146211713552475,
0.008629795163869858,
-0.015864508226513863,
0.06104161962866783,
-0.032022446393966675,
-0.049941014498472214,
0.06914552301168442,
0.017479658126831055,
-0.025250539183616638,
0.04793199151754379,
0.023316819220781326,
-0.020317720249295235,
-0.012303000316023827,
0.03498596325516701,
-0.03841700404882431,
0.10426158457994461,
0.019387010484933853,
-0.04391355440020561,
-0.014486429281532764,
-0.010303274728357792,
-0.07422156631946564,
0.09853453189134598,
-0.032267648726701736,
0.06764741241931915,
-0.00545879639685154,
-1.9697974806831553e-8,
0.019130591303110123,
0.03521863371133804,
0.06842177361249924,
0.038008224219083786,
-0.03367098048329353,
0.02485533244907856,
-0.07600631564855576,
0.05174437537789345,
-0.004473056178539991,
-0.07161682844161987,
0.1510465294122696,
-0.07290240377187729,
-0.05222487077116966,
0.023033080622553825,
0.021541044116020203,
-0.022021332755684853,
0.030113063752651215,
0.03395470231771469,
-0.040701206773519516,
0.006807686761021614,
-0.018747353926301003,
0.11919786781072617,
0.010852660983800888,
-0.008791462518274784,
-0.031601499766111374,
0.008975176140666008,
-0.006825167220085859,
0.08540619909763336,
0.10654182732105255,
0.012273860163986683,
0.015151478350162506,
0.05258729308843613,
0.1318468451499939,
-0.08150278031826019,
0.12855179607868195,
0.08125367015600204,
-0.08471905440092087,
0.11748277395963669,
0.060964640229940414,
0.10026172548532486,
-0.020100245252251625,
-0.01976342871785164,
0.008675032295286655,
0.02704230695962906,
-0.004106638487428427,
-0.02408900298178196,
0.030441122129559517,
-0.005367370788007975,
0.022901751101017,
-0.07095000892877579,
0.05295286700129509,
-0.0732676088809967,
-0.03968299552798271,
0.030558127909898758,
0.07150149345397949,
0.03823455050587654,
-0.004333285614848137,
-0.05730995908379555,
-0.031067634001374245,
0.10600520670413971,
0.1409241408109665,
-0.03798270225524902,
-0.10448696464300156,
0.054666776210069656
] | p | Benchmarks are my second most liked way to brag. | [
"blog",
"blog/fast-embed-models"
] | 15,894 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20) | [
-0.018686367198824883,
0.04738248512148857,
0.03817442059516907,
-0.014516709372401237,
-0.008461551740765572,
-0.04590149223804474,
0.09767697006464005,
0.02827402390539646,
0.02764035016298294,
0.0005912674241699278,
-0.029441947117447853,
-0.049610037356615067,
0.017000503838062286,
0.06905777752399445,
0.03471946716308594,
-0.04038679227232933,
0.05043727159500122,
-0.0174974724650383,
0.02239859476685524,
-0.0037405246403068304,
-0.019373493269085884,
0.011809603311121464,
0.02657279558479786,
0.053311895579099655,
0.028309302404522896,
-0.04609903693199158,
0.050941240042448044,
-0.013004867359995842,
-0.01684252731502056,
-0.059656623750925064,
-0.09447171539068222,
-0.028042417019605637,
0.03688585385680199,
0.0019023510394617915,
-0.11785829812288284,
0.06668130308389664,
0.020603066310286522,
-0.011990715749561787,
0.07477958500385284,
-0.026498474180698395,
0.022132907062768936,
-0.05442581698298454,
0.01774861104786396,
0.011728432029485703,
0.08167606592178345,
0.015566469170153141,
0.1540783792734146,
0.12323912233114243,
0.056121353060007095,
0.02920076809823513,
0.02058100514113903,
-0.07306105643510818,
-0.010294011794030666,
-0.0162647794932127,
-0.020901381969451904,
0.019714845344424248,
0.001963233109563589,
0.09549399465322495,
0.02908310480415821,
0.07204587012529373,
-0.027561018243432045,
-0.011073422618210316,
-0.025093724951148033,
0.09081604331731796,
0.007749931886792183,
-0.013594753108918667,
0.020857587456703186,
0.13241538405418396,
-0.04217853024601936,
0.10326255857944489,
0.03952863812446594,
-0.014909952878952026,
-0.036616649478673935,
0.03440961241722107,
-0.007402847521007061,
-0.008143146522343159,
0.08063650876283646,
-0.03296762332320213,
-0.02017873339354992,
0.021639075130224228,
-0.14499765634536743,
-0.0043495516292750835,
0.018679924309253693,
0.015931982547044754,
-0.06290021538734436,
-0.017999382689595222,
0.02419530786573887,
0.0062755318358540535,
-0.0020291260443627834,
-0.019656160846352577,
-0.0460628867149353,
0.04416821524500847,
-0.05560852587223053,
-0.007471751421689987,
-0.04043962433934212,
-0.0027554859407246113,
-0.08539808541536331,
-0.06361730396747589,
-0.020618217065930367,
0.06889788061380386,
0.019782621413469315,
0.11966167390346527,
0.06252450495958328,
0.019910749047994614,
0.07565729320049286,
-0.028491919860243797,
-0.04172109439969063,
0.0033261056523770094,
0.03423280641436577,
-0.02042144536972046,
-0.049556925892829895,
-0.053422436118125916,
0.007102482486516237,
-0.06613460183143616,
0.02516225166618824,
-0.059577297419309616,
0.06550344824790955,
0.018624257296323776,
0.08274737745523453,
-0.010499317198991776,
0.0282560084015131,
-0.016446039080619812,
0.031116893514990807,
0.00034127794788219035,
-0.0337168425321579,
0.02229696698486805,
-0.019942209124565125,
-2.7849905831887717e-33,
0.05018705874681473,
0.045931585133075714,
0.09128957241773605,
0.08026917278766632,
-0.02795625850558281,
-0.012492598965764046,
-0.024074284359812737,
-0.011553182266652584,
-0.017082367092370987,
0.1251944899559021,
0.08882802724838257,
0.005486051086336374,
-0.008930086158216,
-0.026140833273530006,
0.06825442612171173,
-0.05522555857896805,
-0.14763741195201874,
0.03148510307073593,
-0.12700018286705017,
0.05455438792705536,
-0.04866427555680275,
0.05450528487563133,
-0.007283725775778294,
0.03262476623058319,
0.007411470171064138,
-0.0012970521347597241,
0.07435129582881927,
-0.08404777199029922,
-0.045021675527095795,
-0.015438120812177658,
0.058821722865104675,
0.012697977013885975,
0.039046596735715866,
-0.05217587202787399,
-0.048701297491788864,
-0.05667353421449661,
-0.03255210444331169,
-0.048264745622873306,
0.00449405238032341,
0.01932642050087452,
0.023192306980490685,
-0.008641843684017658,
0.07793602347373962,
-0.03180934488773346,
-0.04296370968222618,
0.0037047702353447676,
-0.002559462795034051,
0.016807064414024353,
-0.03761833906173706,
-0.03368139639496803,
0.03901410102844238,
-0.022510025650262833,
0.07900089025497437,
0.014066135510802269,
-0.06849972158670425,
-0.058890242129564285,
0.030170895159244537,
-0.07245462387800217,
0.00993241835385561,
-0.07459132373332977,
-0.05223194882273674,
-0.0533301904797554,
0.03611287474632263,
-0.040336254984140396,
-0.038832783699035645,
-0.008785457350313663,
-0.043182771652936935,
-0.03183011710643768,
0.0641184151172638,
-0.07815298438072205,
-0.03506119176745415,
0.039140816777944565,
-0.11215116828680038,
-0.05848056077957153,
-0.07100419700145721,
-0.01634383015334606,
0.013279031962156296,
-0.02623455598950386,
0.04922289773821831,
-0.10290038585662842,
0.0516127273440361,
0.0473458468914032,
-0.07757405191659927,
0.03921818360686302,
0.06352116167545319,
0.043187789618968964,
-0.009620648808777332,
-0.12942886352539062,
-0.007280368357896805,
0.02474108897149563,
-0.08685974776744843,
0.03354800492525101,
0.11320041865110397,
-0.051055796444416046,
-0.07868877798318863,
2.6972076038052403e-33,
0.0970044732093811,
-0.00811021775007248,
0.03542179614305496,
0.03524835780262947,
-0.03948904946446419,
-0.05505036935210228,
-0.010220687836408615,
-0.019178397953510284,
-0.0045582144521176815,
0.03267255052924156,
0.039698123931884766,
-0.017131008207798004,
0.032101042568683624,
-0.0028474503196775913,
-0.015189340338110924,
0.007341104559600353,
0.11837790906429291,
0.0031199168879538774,
-0.03323051705956459,
0.025400910526514053,
-0.022600509226322174,
-0.024927522987127304,
-0.011088424362242222,
0.015890754759311676,
-0.0459211990237236,
0.04027106240391731,
0.004695517010986805,
-0.02411193773150444,
0.000008545910532120615,
-0.06750418245792389,
-0.05340125784277916,
0.04285570606589317,
0.005651069339364767,
-0.04605191573500633,
0.0025604667607694864,
0.08246856182813644,
-0.03797296807169914,
0.10201110690832138,
-0.05464295670390129,
0.004543487913906574,
-0.009493148885667324,
-0.010186719708144665,
-0.03777673840522766,
0.05134422704577446,
0.03111228346824646,
-0.0759672075510025,
-0.009500742889940739,
-0.026956966146826744,
-0.07457921653985977,
0.07889049500226974,
-0.09141743183135986,
-0.026074189692735672,
-0.028156159445643425,
0.003249152097851038,
0.004683332983404398,
-0.07137300819158554,
0.05925576761364937,
0.08052694797515869,
0.012648233212530613,
-0.06237908452749252,
-0.07185620069503784,
-0.006522884126752615,
0.032604604959487915,
-0.01682843081653118,
-0.06378795951604843,
-0.010557315312325954,
-0.017125820741057396,
0.016925645992159843,
-0.08942153304815292,
-0.029553215950727463,
-0.022813929244875908,
0.08323988318443298,
-0.0005808071000501513,
0.04125351086258888,
-0.035959020256996155,
-0.06457792222499847,
0.0662047415971756,
-0.09455054998397827,
-0.05967418849468231,
-0.022870512679219246,
-0.049980904906988144,
0.01682877168059349,
-0.06761200726032257,
0.01384138036519289,
-0.0028118444606661797,
0.031028438359498978,
0.04350448399782181,
-0.03998462110757828,
-0.028575995936989784,
-0.03153868019580841,
-0.11495994031429291,
0.06344128400087357,
0.017257722094655037,
0.05039893090724945,
0.053793784230947495,
-1.7293405818463725e-8,
-0.061475422233343124,
0.06382474303245544,
0.003330937121063471,
-0.012561195529997349,
0.06013218313455582,
0.04364922642707825,
-0.0641198679804802,
-0.0078060743398964405,
-0.0709424838423729,
-0.1610431671142578,
0.030931852757930756,
0.04385187849402428,
0.011446024291217327,
0.028318127617239952,
0.012459837831556797,
-0.04197004809975624,
0.055987078696489334,
-0.00877771433442831,
-0.04268678277730942,
0.021437544375658035,
-0.013998412527143955,
0.058037057518959045,
-0.017904771491885185,
-0.042663928121328354,
0.008476783521473408,
0.0034569043200463057,
0.0092646898701787,
0.08219799399375916,
0.05371294915676117,
0.0275602824985981,
0.07606450468301773,
0.03458940237760544,
0.0004583308473229408,
-0.007558634504675865,
0.0769675001502037,
0.030762357637286186,
0.017244640737771988,
-0.0021112689282745123,
0.07273928076028824,
-0.020581815391778946,
-0.0007094091852195561,
-0.002498201560229063,
0.05962178856134415,
0.01907198317348957,
-0.09371136128902435,
0.03374597802758217,
0.08762221038341522,
-0.013453874737024307,
-0.0039028413593769073,
-0.007871335372328758,
0.045278213918209076,
-0.03496243804693222,
-0.027635866776108742,
0.041973311454057693,
0.04199618846178055,
-0.0039540608413517475,
-0.0025154626928269863,
-0.01085126493126154,
0.002069598762318492,
0.12201433628797531,
0.09727016091346741,
0.03662176802754402,
-0.08405030518770218,
0.007098982110619545
] | p | What’s your first most liked way to brag? | [
"blog",
"blog/fast-embed-models"
] | 15,895 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(21) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,896 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(21) | [
-0.015892907977104187,
-0.018697109073400497,
-0.050847526639699936,
-0.029156222939491272,
0.04250064492225647,
-0.009550769813358784,
0.10487595945596695,
0.045487236231565475,
0.0258413627743721,
-0.03141402825713158,
-0.004704955965280533,
0.02139062061905861,
-0.020462246611714363,
0.04227501153945923,
-0.013796988874673843,
-0.05545690655708313,
0.07768414169549942,
0.03805111348628998,
0.0005777765763923526,
-0.05825791135430336,
0.07042919844388962,
-0.08829349279403687,
0.002956501441076398,
0.02174578793346882,
0.04387606307864189,
0.026662031188607216,
-0.023676836863160133,
0.03697047382593155,
-0.0018241992220282555,
0.05989781767129898,
-0.03439046069979668,
0.07772277295589447,
-0.005312861409038305,
-0.013049254193902016,
-0.10424695163965225,
-0.04921097680926323,
-0.0461757592856884,
0.05453471839427948,
0.03182782977819443,
-0.08290781080722809,
-0.06003096327185631,
-0.051226504147052765,
0.014511257410049438,
0.04213658720254898,
0.016498306766152382,
0.000999685376882553,
-0.04840177670121193,
0.04045877605676651,
0.03482457250356674,
0.02108781225979328,
0.0287092886865139,
-0.09931088238954544,
-0.019387878477573395,
0.0012096522841602564,
-0.015931427478790283,
-0.10851658880710602,
0.010879386216402054,
0.04320967197418213,
-0.029591135680675507,
0.11245907843112946,
-0.016492025926709175,
-0.02089729905128479,
-0.07378482073545456,
0.059199873358011246,
-0.032009873539209366,
0.12354442477226257,
0.03241121396422386,
0.03883595019578934,
-0.0062881954945623875,
0.014750215224921703,
-0.06436657160520554,
-0.035532452166080475,
-0.060274917632341385,
0.05933093652129173,
-0.04557031765580177,
0.03995857760310173,
0.09283095598220825,
-0.04446768760681152,
-0.014117390848696232,
0.034097153693437576,
-0.047063592821359634,
0.03113541007041931,
0.03914331644773483,
0.06041624769568443,
0.13964000344276428,
0.10830429196357727,
0.03899038955569267,
-0.03302792087197304,
0.07920975983142853,
-0.04100463166832924,
-0.04085635021328926,
-0.0018811589106917381,
-0.05084643140435219,
-0.00439478550106287,
-0.0034978517796844244,
0.00967473816126585,
-0.06844527274370193,
0.02980124019086361,
-0.030418651178479195,
0.09544584900140762,
-0.04332780838012695,
-0.061682142317295074,
-0.0008974963566288352,
-0.1171092838048935,
0.0027004254516214132,
-0.009746158495545387,
0.04241345077753067,
0.03829825296998024,
0.0694437175989151,
-0.025894461199641228,
-0.01673867553472519,
-0.016289817169308662,
-0.007083700504153967,
0.020802034065127373,
-0.004439172334969044,
0.018505219370126724,
0.005505394656211138,
0.0584091916680336,
0.04941803589463234,
-0.017134949564933777,
0.012900585308670998,
-0.001616799272596836,
0.03328593075275421,
-0.07561411708593369,
-0.03208453580737114,
-0.022239364683628082,
0.04065056890249252,
-3.2430129571080525e-33,
-0.019103001803159714,
0.11592554301023483,
0.08859909325838089,
0.034401848912239075,
-0.05552539974451065,
-0.03889927268028259,
-0.037177447229623795,
0.0007224190630950034,
0.013728654012084007,
0.04991104453802109,
0.11127907782793045,
0.07523605227470398,
-0.04868774861097336,
-0.036252934485673904,
0.05682176724076271,
-0.00114231719635427,
-0.08647409081459045,
0.02881842851638794,
0.020447509363293648,
0.01107863336801529,
0.027184180915355682,
-0.07435443252325058,
-0.018062449991703033,
0.005062531679868698,
0.07922974228858948,
0.010258630849421024,
-0.00383064360357821,
-0.0025435572024434805,
0.053169265389442444,
0.03339551016688347,
0.05704997852444649,
-0.042024120688438416,
-0.060498058795928955,
-0.06958071142435074,
-0.009298867546021938,
0.01905321143567562,
-0.03297978267073631,
0.05757106840610504,
0.027614504098892212,
-0.030054261907935143,
0.042634863406419754,
-0.06792858242988586,
-0.07359227538108826,
-0.03681772202253342,
0.024413838982582092,
0.03975939378142357,
-0.07319615036249161,
-0.051418110728263855,
-0.003996285609900951,
0.006605835631489754,
0.06541340053081512,
0.0406818687915802,
-0.020382560789585114,
0.06232055276632309,
-0.05559259280562401,
-0.02360358275473118,
0.01765945740044117,
-0.03968758136034012,
0.08610588312149048,
-0.04274142533540726,
0.01791628822684288,
-0.03163222596049309,
-0.045338016003370285,
0.02307797409594059,
-0.06546173244714737,
-0.02270093373954296,
-0.07014697790145874,
-0.004186215810477734,
0.002297268947586417,
-0.041821934282779694,
-0.040457725524902344,
-0.04538654908537865,
-0.021849554032087326,
0.040783874690532684,
-0.09869711846113205,
-0.10338649153709412,
-0.06388358771800995,
0.1165950745344162,
-0.021092314273118973,
-0.014753729104995728,
0.07670800387859344,
-0.07661452144384384,
-0.03244657441973686,
0.08404754102230072,
-0.036169230937957764,
-0.00966663844883442,
-0.028582582250237465,
0.01361975446343422,
-0.062365829944610596,
0.06777249276638031,
-0.06627649068832397,
0.015011804178357124,
0.012354960665106773,
-0.009882123209536076,
-0.042645931243896484,
1.4941514002050242e-33,
-0.04725350812077522,
-0.015366018749773502,
0.038763053715229034,
0.0555584654211998,
-0.10445880144834518,
-0.04576471820473671,
0.05447050929069519,
0.002338818972930312,
0.02583504095673561,
-0.005851939786225557,
0.0409146249294281,
0.01566380076110363,
-0.020474502816796303,
-0.009330885484814644,
-0.007266462780535221,
0.0003950606333091855,
-0.06511428207159042,
-0.01661485806107521,
-0.018053464591503143,
0.05542850121855736,
-0.09981130063533783,
-0.02769026905298233,
0.030915481969714165,
-0.017952432855963707,
0.021158652380108833,
-0.04633478447794914,
0.03944696858525276,
-0.05375703424215317,
-0.005734000355005264,
-0.0688445121049881,
-0.014934551902115345,
0.007847769185900688,
-0.055011071264743805,
-0.03366576507687569,
-0.012315139174461365,
0.010735627263784409,
-0.001934319850988686,
0.03668687492609024,
-0.043221358209848404,
0.016633912920951843,
0.04067281261086464,
0.07027213275432587,
-0.11011172086000443,
0.006076031364500523,
-0.06338359415531158,
-0.06756460666656494,
0.005695130676031113,
-0.054637786000967026,
0.01176206674426794,
0.1178363636136055,
0.06184110790491104,
-0.08118317276239395,
0.013154328800737858,
-0.059178438037633896,
-0.06708113104104996,
-0.007573912851512432,
0.07906056195497513,
-0.021955952048301697,
-0.029934965074062347,
-0.001305499579757452,
0.02325553074479103,
-0.0467061810195446,
-0.06606931984424591,
-0.0027146898210048676,
-0.008103328756988049,
-0.039539966732263565,
-0.0014041399117559195,
0.06944394111633301,
0.019001634791493416,
0.0753151923418045,
0.020263811573386192,
0.08141351491212845,
-0.02404550276696682,
-0.008864754810929298,
0.0150842210277915,
-0.05894605815410614,
0.03250420466065407,
-0.033026229590177536,
-0.06501707434654236,
-0.05942457541823387,
0.06654154509305954,
-0.03207455202937126,
0.030800344422459602,
-0.04320413991808891,
-0.08580834418535233,
0.00027144537307322025,
-0.02255414053797722,
-0.01914823241531849,
-0.05322052538394928,
-0.04290972277522087,
-0.08302684128284454,
0.003016105154529214,
-0.1280849277973175,
0.07459026575088501,
0.033197563141584396,
-2.5023730643169984e-8,
0.0011327777756378055,
-0.05419129505753517,
0.1698264628648758,
-0.027208300307393074,
0.07170024514198303,
0.11002571135759354,
0.00870577059686184,
0.06135573610663414,
-0.024369431659579277,
-0.12936173379421234,
0.06509096175432205,
-0.02982327714562416,
-0.0780210942029953,
0.012413432821631432,
0.05698022246360779,
0.047478824853897095,
-0.0018604453653097153,
0.011968651786446571,
-0.06414343416690826,
0.0002820542431436479,
-0.05396873876452446,
0.09858324378728867,
0.09206914901733398,
0.0048811896704137325,
-0.010904665105044842,
-0.0077646831050515175,
0.07005995512008667,
0.06870298832654953,
-0.029533032327890396,
-0.030127961188554764,
0.020303402096033096,
0.037606965750455856,
0.0007590089226141572,
-0.0181674025952816,
-0.017333807423710823,
0.10861396044492722,
-0.04441891983151436,
0.02096889726817608,
0.11201368272304535,
0.03246177360415459,
0.007616909220814705,
0.05134127289056778,
-0.048016298562288284,
0.0566551648080349,
-0.0034075924195349216,
0.03844361752271652,
0.05467432364821434,
-0.03989509120583534,
-0.047081366181373596,
0.05362749844789505,
0.003667816985398531,
-0.05536222830414772,
0.015168443322181702,
0.06870905309915543,
-0.05136656388640404,
0.018946291878819466,
0.025829557329416275,
-0.0006033607060089707,
0.010765687562525272,
0.02961662970483303,
0.05877997726202011,
0.09607458114624023,
0.023984871804714203,
0.0644243136048317
] | p | The best way is that when somebody tells me that they’re using it. | [
"blog",
"blog/fast-embed-models"
] | 15,897 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(22) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 15,898 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(22) | [
-0.07751083374023438,
0.03245783969759941,
-0.0510781966149807,
0.015104547142982483,
-0.022328760474920273,
0.02471119910478592,
0.09041228890419006,
-0.007449129596352577,
0.012755443342030048,
-0.030251771211624146,
-0.01618163287639618,
-0.030034536495804787,
-0.018520543351769447,
0.0404706746339798,
0.00018327047291677445,
0.0330786295235157,
0.03713042661547661,
0.0019943469669669867,
-0.05192885175347328,
0.03918812796473503,
0.029685990884900093,
0.031686607748270035,
-0.07343248277902603,
-0.01658809557557106,
0.017928937450051308,
0.03976410627365112,
-0.06266707181930542,
-0.06840107589960098,
-0.09923116117715836,
0.03970169275999069,
-0.0056191678158938885,
0.061355408281087875,
0.018718034029006958,
0.027030376717448235,
0.0038512535393238068,
0.054826851934194565,
0.029662679880857468,
0.006401414517313242,
0.023077022284269333,
0.009041739627718925,
0.022434422746300697,
-0.04270586743950844,
-0.03316102921962738,
0.10912863165140152,
-0.030426843091845512,
-0.022647090256214142,
-0.010818025097250938,
-0.0769936814904213,
-0.02631336823105812,
0.022488581016659737,
0.038832515478134155,
0.0037455090787261724,
-0.05393459275364876,
0.009793360717594624,
0.14062049984931946,
0.03299521654844284,
0.062416426837444305,
-0.11352286487817764,
0.028678039088845253,
0.05611591041088104,
-0.01008602138608694,
-0.044873569160699844,
-0.029836278408765793,
0.07706760615110397,
-0.02541486918926239,
-0.08458670228719711,
-0.005153979174792767,
0.03842736780643463,
0.03064132295548916,
0.05623031035065651,
-0.01902887038886547,
0.02045123092830181,
0.02321731299161911,
0.08460532873868942,
0.018203889951109886,
0.03833858668804169,
0.06413863599300385,
0.008681143634021282,
0.028681863099336624,
-0.07183845341205597,
0.050957273691892624,
-0.05462362989783287,
-0.04696815833449364,
-0.04406338185071945,
-0.04452016204595566,
-0.04065742716193199,
0.029690420255064964,
0.1221516951918602,
-0.007189417723566294,
-0.00849614106118679,
-0.05153112858533859,
-0.0019776609260588884,
-0.0003063056501559913,
0.027746625244617462,
0.003251071320846677,
-0.05142614617943764,
-0.0094322944059968,
0.033103615045547485,
-0.01793859340250492,
0.050318073481321335,
-0.004844386130571365,
0.02051989920437336,
0.05803350359201431,
0.03295103460550308,
-0.037127409130334854,
-0.015513836406171322,
-0.005084488075226545,
0.014883986674249172,
0.037589363753795624,
0.03533169627189636,
-0.032100774347782135,
0.03682045266032219,
0.016935350373387337,
0.08548221737146378,
-0.03985163941979408,
-0.00041474439785815775,
-0.03699284419417381,
0.013427707366645336,
0.05856950581073761,
-0.0798623263835907,
-0.021834077313542366,
0.06868245452642441,
-0.013697638176381588,
0.03605267405509949,
0.031431980431079865,
-0.09487805515527725,
0.013627872802317142,
-1.3802406711515673e-33,
0.038707394152879715,
0.053553368896245956,
0.05654830485582352,
0.03269605711102486,
0.06587045639753342,
0.03847814351320267,
-0.09052640944719315,
-0.008850687183439732,
-0.06314270943403244,
-0.04771754518151283,
0.017843078821897507,
-0.06435326486825943,
-0.05452299863100052,
0.007413477636873722,
0.05062197893857956,
-0.03605934605002403,
-0.014929589815437794,
-0.021985353901982307,
-0.07192906737327576,
-0.033560365438461304,
-0.012052600271999836,
0.00919529888778925,
0.04970459267497063,
-0.05014214292168617,
0.036201056092977524,
-0.0017932119080796838,
0.06568995118141174,
-0.02734842710196972,
0.015781912952661514,
0.037744276225566864,
-0.07960549741983414,
0.04990293085575104,
-0.02313731051981449,
0.05384261906147003,
-0.02712581306695938,
-0.041995204985141754,
-0.0410275012254715,
0.02077461965382099,
-0.008546778000891209,
-0.04245595633983612,
-0.016195138916373253,
-0.00655067153275013,
-0.07692217826843262,
0.02134147845208645,
0.05971620976924896,
0.061162956058979034,
0.14703533053398132,
-0.004680718760937452,
-0.015027042478322983,
0.011438743211328983,
-0.061579156666994095,
0.006537110079079866,
0.05365283414721489,
0.04506197199225426,
-0.15273667871952057,
0.02873169630765915,
-0.02733917348086834,
-0.02530246414244175,
-0.028714090585708618,
0.017502592876553535,
0.0924777165055275,
0.04088379442691803,
-0.05419293791055679,
-0.06671541184186935,
-0.017629755660891533,
0.008675724267959595,
-0.03555982932448387,
-0.02986779995262623,
-0.04408600181341171,
0.05127769336104393,
-0.044972505420446396,
0.02194906957447529,
-0.03809986263513565,
-0.043889500200748444,
-0.05869556963443756,
0.05363323166966438,
-0.04144955053925514,
0.024703212082386017,
0.0713028684258461,
-0.0034817892592400312,
-0.05684899911284447,
-0.01818576455116272,
-0.02430049702525139,
0.029062697663903236,
0.03334813565015793,
-0.013753239996731281,
-0.008058538660407066,
-0.012278293259441853,
-0.049449529498815536,
0.025981057435274124,
-0.039804719388484955,
0.0009671905427239835,
0.04064643383026123,
0.00901625957340002,
-0.07713491469621658,
-3.40620518479378e-34,
-0.01597948558628559,
-0.011472588405013084,
-0.022878626361489296,
0.11235523223876953,
0.00778659712523222,
-0.05306515842676163,
0.020323103293776512,
0.013089262880384922,
0.0048324717208743095,
0.02950974367558956,
0.0009133030544035137,
-0.01903664320707321,
-0.002089698566123843,
-0.03896958753466606,
0.0920143723487854,
0.13170135021209717,
0.05568377301096916,
0.033521052449941635,
0.04459604248404503,
-0.011177030391991138,
-0.007444838527590036,
0.007409479469060898,
-0.0011459203669801354,
-0.04814533516764641,
0.041902780532836914,
0.037212785333395004,
0.02027128078043461,
0.025311538949608803,
-0.09254608303308487,
0.09128084033727646,
0.08152081072330475,
-0.05570034310221672,
-0.18647031486034393,
-0.036516983062028885,
0.03281416371464729,
-0.045885149389505386,
0.09775584191083908,
0.04221828281879425,
-0.0014713319251313806,
-0.03221617266535759,
-0.058369070291519165,
-0.08699573576450348,
-0.029987121000885963,
0.0803220346570015,
0.03674277290701866,
0.02383173257112503,
0.062236059457063675,
0.0070001487620174885,
-0.0038953078910708427,
0.01583457924425602,
-0.026556311175227165,
-0.07233136892318726,
-0.10559341311454773,
-0.03546207770705223,
-0.11947786808013916,
0.024943972006440163,
0.05805984139442444,
-0.050199154764413834,
0.01867677830159664,
0.05061875656247139,
0.020664772018790245,
-0.007663849275559187,
-0.038183603435754776,
-0.014296557754278183,
0.06832325458526611,
0.021908141672611237,
-0.05897285044193268,
-0.09823604673147202,
-0.015854647383093834,
0.037526313215494156,
0.024937348440289497,
-0.10944933444261551,
-0.0065592010505497456,
-0.03591103479266167,
0.04745304211974144,
0.05244586616754532,
0.009167153388261795,
0.027333389967679977,
-0.03931739181280136,
-0.016188085079193115,
0.031258489936590195,
-0.004447873216122389,
-0.06525366008281708,
0.050516024231910706,
0.07683505117893219,
-0.05251554027199745,
0.04363824427127838,
-0.020114727318286896,
-0.01617758348584175,
0.0741581991314888,
-0.005204674322158098,
-0.03394194319844246,
0.07896667718887329,
-0.0585138276219368,
-0.01709405891597271,
-1.7232421711810275e-8,
0.01961832493543625,
0.047489944845438004,
0.11155830323696136,
-0.003874477231875062,
0.03205963969230652,
0.05724677816033363,
0.012318271212279797,
-0.05134984850883484,
0.03204464167356491,
0.019921783357858658,
0.06488484889268875,
0.06525829434394836,
-0.023941321298480034,
0.0037762129213660955,
0.15895289182662964,
0.05074667930603027,
-0.04918573051691055,
0.07756809890270233,
-0.01991429179906845,
0.006255982909351587,
-0.0725291296839714,
0.016768023371696472,
0.018205178901553154,
-0.11556033045053482,
0.06618789583444595,
0.10497487336397171,
-0.10239069908857346,
0.08106652647256851,
-0.06859824806451797,
0.019253380596637726,
-0.04018433764576912,
0.0192169900983572,
-0.09873009473085403,
-0.026670971885323524,
0.006405653432011604,
-0.10181943327188492,
-0.04218078777194023,
-0.005544518586248159,
0.021536143496632576,
-0.05991652235388756,
-0.04280092939734459,
0.02940615639090538,
0.0393746979534626,
-0.03896937891840935,
-0.09153707325458527,
0.00831229705363512,
0.01916404440999031,
-0.05913450941443443,
0.0024235709570348263,
-0.04160057380795479,
0.009457598440349102,
-0.02469974011182785,
0.05818449333310127,
0.08736849576234818,
0.0860128328204155,
-0.017083361744880676,
-0.0038325281348079443,
-0.01811092160642147,
-0.05314840003848076,
0.006420685909688473,
0.08167154341936111,
-0.08142691850662231,
0.14830604195594788,
-0.007576618809252977
] | p | There we go. | [
"blog",
"blog/fast-embed-models"
] | 15,899 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(22) | [
-0.049103833734989166,
-0.033691953867673874,
0.04275872930884361,
-0.05666469782590866,
0.005633134860545397,
0.06352695822715759,
0.08436417579650879,
0.055674958974123,
-0.06498494744300842,
-0.02793947607278824,
0.05297593027353287,
0.08683262765407562,
-0.010234503075480461,
0.040232349187135696,
0.1312580704689026,
-0.028068706393241882,
0.07400935888290405,
-0.011949270032346249,
0.03314749523997307,
0.04482896625995636,
-0.0031322992872446775,
-0.03561877831816673,
-0.012357920408248901,
-0.06837747991085052,
-0.025288952514529228,
-0.04189533740282059,
-0.0847482681274414,
0.04703233763575554,
0.05421457439661026,
0.014387092553079128,
0.005278280936181545,
0.06714070588350296,
0.017648624256253242,
0.010925049893558025,
-0.11561772972345352,
-0.045894987881183624,
-0.027723237872123718,
0.052129995077848434,
-0.09179343283176422,
0.006418207660317421,
-0.06153135001659393,
-0.00566157978028059,
0.0053962115198373795,
0.05705570429563522,
-0.05555152893066406,
-0.05984636768698692,
-0.024182353168725967,
0.020952383056282997,
0.051617272198200226,
0.005310515873134136,
0.039268411695957184,
-0.05384846404194832,
0.03822030872106552,
-0.04312369227409363,
-0.00036342153907753527,
-0.05482504889369011,
-0.01617106981575489,
0.0178168173879385,
0.004633017349988222,
0.07996180653572083,
-0.04368048533797264,
-0.05808299779891968,
-0.07111751288175583,
0.056020963937044144,
0.10794903337955475,
-0.029799874871969223,
0.03462012857198715,
0.0015039423014968634,
-0.04071824997663498,
-0.038735441863536835,
-0.04767332971096039,
0.03539494052529335,
0.01982496865093708,
0.10451231151819229,
0.03081146813929081,
0.014758214354515076,
-0.018579795956611633,
0.013981420546770096,
-0.0220230370759964,
0.0778871700167656,
0.02168898656964302,
-0.0005126901087351143,
0.024065883830189705,
0.07948224246501923,
0.032659534364938736,
0.06660151481628418,
-0.017407996580004692,
-0.06795008480548859,
0.0557304322719574,
-0.045447904616594315,
0.007470852695405483,
0.06545480340719223,
0.03783630207180977,
-0.016898920759558678,
-0.007035823538899422,
-0.07964691519737244,
-0.006876410450786352,
0.04589102417230606,
-0.08854112029075623,
0.02803923189640045,
-0.06875181198120117,
-0.0037536420859396458,
-0.02585115283727646,
-0.055607762187719345,
-0.007188044488430023,
-0.07975422590970993,
-0.024027518928050995,
-0.013145717792212963,
0.015032618306577206,
-0.025853047147393227,
-0.07107039541006088,
-0.012535560876131058,
0.03293626010417938,
0.007814543321728706,
-0.0357164703309536,
0.02443118765950203,
-0.09734386205673218,
-0.020574284717440605,
0.05052521452307701,
0.031998392194509506,
0.015259969048202038,
-0.02475261688232422,
0.029842348769307137,
-0.02825525775551796,
-0.033438313752412796,
0.03772992268204689,
0.026277191936969757,
-7.864318754494161e-33,
0.03640855848789215,
0.09156251698732376,
0.02834494784474373,
0.01869696006178856,
-0.048454686999320984,
-0.0641855001449585,
-0.06915859878063202,
-0.01147237978875637,
-0.029403768479824066,
-0.020492063835263252,
0.075226329267025,
-0.03312215209007263,
0.02988000586628914,
0.07458905875682831,
0.13387040793895721,
0.0005965776508674026,
-0.057181768119335175,
0.05206863954663277,
-0.0714787095785141,
0.00459830928593874,
0.04763991758227348,
-0.11677906662225723,
0.04813910648226738,
-0.03021692857146263,
-0.002699906239286065,
0.05405481159687042,
0.026230379939079285,
0.009283340536057949,
0.1612556129693985,
0.03632727637887001,
0.022539060562849045,
-0.0638173297047615,
-0.07525894790887833,
-0.018697677180171013,
-0.0008064245921559632,
0.034936051815748215,
0.10740157216787338,
-0.04645325616002083,
-0.005820608697831631,
0.024903232231736183,
-0.0730859786272049,
0.010451335459947586,
-0.009893945418298244,
-0.010166171006858349,
-0.01643526926636696,
0.05423849821090698,
-0.04878344014286995,
-0.012879854068160057,
-0.030412539839744568,
0.012354064732789993,
0.06736242771148682,
0.04545906186103821,
0.0019825496710836887,
-0.00016296525427605957,
-0.0014663769397884607,
0.02260090783238411,
-0.04504609853029251,
-0.027233708649873734,
0.0654560774564743,
-0.023068195208907127,
-0.06014307960867882,
-0.007761260494589806,
-0.0035429259296506643,
0.07573994249105453,
-0.044386863708496094,
-0.014492856338620186,
0.03752603381872177,
-0.03127735108137131,
-0.027127139270305634,
0.02207903005182743,
0.02025204338133335,
-0.05573984608054161,
-0.06339381635189056,
-0.031457725912332535,
-0.017284370958805084,
0.030386440455913544,
0.018662260845303535,
0.03586771339178085,
0.09378893673419952,
-0.006669641472399235,
0.08378046005964279,
-0.09216254949569702,
-0.03418336436152458,
-0.00999292079359293,
-0.045435719192028046,
-0.030014922842383385,
-0.0006446097395382822,
-0.07239791750907898,
-0.04826904833316803,
-0.027993353083729744,
0.050904709845781326,
0.03459617868065834,
-0.04113979637622833,
0.06527691334486008,
-0.0123521089553833,
4.904396428474794e-33,
-0.11589671671390533,
-0.04638241231441498,
-0.020671017467975616,
0.06735789030790329,
-0.025811385363340378,
0.0060167317278683186,
0.04698418080806732,
-0.042312175035476685,
0.004795575514435768,
0.08331602066755295,
0.013870086520910263,
0.007619580719619989,
-0.0040533593855798244,
-0.03236173838376999,
0.06008848175406456,
0.0165953878313303,
-0.0713234469294548,
0.02669816091656685,
-0.021026449277997017,
-0.008173273876309395,
-0.039153121411800385,
0.020428068935871124,
-0.059653252363204956,
0.0002275004517287016,
-0.0015849494375288486,
-0.003154935548081994,
-0.08335337042808533,
-0.046989478170871735,
-0.00025558736524544656,
-0.012264412827789783,
0.025497490540146828,
-0.07400885224342346,
-0.11834064871072769,
-0.09705401957035065,
0.024123074486851692,
0.03371201083064079,
-0.018956318497657776,
0.07115304470062256,
-0.03021668642759323,
-0.04285326600074768,
-0.02938135527074337,
0.03184635192155838,
-0.13599154353141785,
-0.034777093678712845,
-0.07252101600170135,
0.03967414051294327,
0.12466616183519363,
-0.0719667449593544,
-0.0196398813277483,
0.08045144379138947,
0.06417501717805862,
-0.12449648976325989,
0.03273602947592735,
-0.1056208536028862,
-0.029119720682501793,
-0.006584979593753815,
0.06338554620742798,
0.005378744564950466,
-0.04282742738723755,
0.045120567083358765,
-0.008785996586084366,
0.008592729456722736,
-0.0434749461710453,
-0.019424840807914734,
0.030921319499611855,
-0.06769724935293198,
-0.052569080144166946,
0.028754254803061485,
-0.05379967764019966,
0.032307010143995285,
0.048243142664432526,
0.032055750489234924,
0.035652223974466324,
0.027766229584813118,
-0.011515684425830841,
-0.004437363240867853,
0.0808221846818924,
0.01101099606603384,
-0.10169794410467148,
-0.0840100347995758,
0.04727260023355484,
-0.04885123297572136,
-0.0045889331959187984,
-0.028737490996718407,
0.030484410002827644,
-0.06282105296850204,
-0.033234160393476486,
-0.08425232023000717,
-0.041083529591560364,
0.028817379847168922,
-0.04261229932308197,
0.03386566787958145,
0.06048666685819626,
0.10341896116733551,
-0.001854606787674129,
-3.0371221981795316e-8,
0.03043188713490963,
-0.03279389068484306,
0.13242684304714203,
0.042399682104587555,
-0.02189110964536667,
0.07183530181646347,
0.02524511143565178,
0.09416776895523071,
0.024855509400367737,
-0.0040250918827950954,
0.05383468046784401,
0.022599518299102783,
-0.07361624389886856,
0.07401622831821442,
0.02137434296309948,
0.03420569375157356,
0.01778390444815159,
-0.007440026383846998,
-0.05733409896492958,
0.05477532371878624,
-0.06497543305158615,
0.05759492516517639,
0.06528729200363159,
-0.03286739066243172,
-0.050691913813352585,
0.02361542545258999,
-0.02860957197844982,
0.07660555839538574,
0.04551986977458,
-0.09417758136987686,
-0.007338045164942741,
0.0033445460721850395,
-0.012372415512800217,
0.14527535438537598,
-0.0019212800543755293,
0.05547034740447998,
-0.05725841969251633,
-0.03031136654317379,
0.006729685235768557,
-0.05119781941175461,
-0.0022742601577192545,
-0.005802592728286982,
-0.0034231599420309067,
0.07472508400678635,
-0.051075663417577744,
0.004453297704458237,
0.0401158444583416,
-0.08665930479764938,
-0.03418978676199913,
0.04068651422858238,
0.03389843553304672,
-0.05541469156742096,
0.0238623209297657,
0.000009511751159152482,
0.04958663135766983,
0.005499435123056173,
0.07992804050445557,
-0.025256820023059845,
0.037253111600875854,
0.03704572096467018,
0.02012118697166443,
0.11030213534832001,
0.03730466589331627,
0.06511813402175903
] | p | So I guess that’s an easy way to get people to try and use it. | [
"blog",
"blog/fast-embed-models"
] | 15,900 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(23) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,901 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(23) | [
-0.1283738613128662,
-0.09036356210708618,
0.04386591538786888,
-0.008139393292367458,
-0.05635329708456993,
-0.034112777560949326,
-0.014463119208812714,
0.008882530964910984,
-0.1180848553776741,
0.009865992702543736,
-0.0286625474691391,
0.0035022967495024204,
-0.008770926855504513,
0.0366336889564991,
0.10184965282678604,
0.03894457221031189,
0.05186237767338753,
0.07821168750524521,
-0.017233604565262794,
0.06237803027033806,
-0.03226224333047867,
-0.05836203694343567,
0.06252413988113403,
-0.06673628091812134,
0.017419762909412384,
-0.048332229256629944,
0.059123069047927856,
0.030923858284950256,
-0.16329309344291687,
-0.16121040284633636,
-0.029614057391881943,
0.040192339569330215,
-0.034136585891246796,
0.031241556629538536,
-0.02952677197754383,
-0.0037007061764597893,
0.023978395387530327,
-0.011174251325428486,
-0.023411467671394348,
0.06306223571300507,
0.008833469823002815,
0.03691176697611809,
0.0017331650014966726,
-0.009595117531716824,
-0.022589510306715965,
0.05791468545794487,
-0.044408150017261505,
0.05701941251754761,
0.08059088885784149,
-0.010048030875623226,
0.011870318092405796,
-0.12460091710090637,
0.03480046987533569,
-0.005363679025322199,
0.05000803992152214,
-0.033375903964042664,
-0.027752557769417763,
-0.013161507435142994,
-0.027429161593317986,
0.03337251394987106,
0.0470583401620388,
0.02400173805654049,
-0.03711653873324394,
0.03490414842963219,
0.10683798789978027,
-0.06110518053174019,
-0.01615113951265812,
-0.006288447417318821,
-0.00702673802152276,
-0.028000831604003906,
-0.02977954037487507,
0.04570426046848297,
-0.0033701700158417225,
-0.004713397938758135,
0.006936156656593084,
0.0264243446290493,
-0.020515767857432365,
-0.10546042025089264,
-0.05428895354270935,
0.025949489325284958,
0.010489664040505886,
0.05516158044338226,
-0.03916098549962044,
0.057272665202617645,
-0.05526154115796089,
0.04259885102510452,
0.050755348056554794,
0.031758490949869156,
0.04860907420516014,
-0.010955747216939926,
-0.03222227469086647,
0.03339800983667374,
-0.04721919819712639,
-0.0703064352273941,
-0.08626020699739456,
-0.05959007889032364,
-0.024433458223938942,
-0.06398697942495346,
-0.09582091122865677,
-0.010198104195296764,
-0.013716964982450008,
-0.0010761170415207744,
-0.00003830288551398553,
-0.04109721630811691,
-0.06503836065530777,
0.020177636295557022,
-0.08274420350790024,
0.04508990794420242,
-0.04932166635990143,
-0.03335067257285118,
-0.030009588226675987,
0.02237263135612011,
0.0031995479948818684,
0.008062982931733131,
0.025597013533115387,
0.010814882814884186,
0.013536503538489342,
0.016026267781853676,
0.0386059507727623,
0.004838847555220127,
0.08037155121564865,
-0.06781162321567535,
0.06699368357658386,
0.021853746846318245,
0.01889972761273384,
-0.018144140020012856,
0.03811623528599739,
-1.0300768099495424e-32,
0.009197928011417389,
-0.04306812584400177,
0.020577557384967804,
-0.02132263593375683,
0.04855400696396828,
-0.04460036754608154,
-0.02421746402978897,
-0.04823293536901474,
-0.09033962339162827,
0.07314801961183548,
0.02575126476585865,
-0.006337297149002552,
-0.006903710775077343,
0.15471969544887543,
0.05378904938697815,
-0.07415438443422318,
0.05670982599258423,
-0.035805843770504,
-0.029063813388347626,
-0.019991278648376465,
0.006260171998292208,
-0.053218286484479904,
-0.06680776923894882,
-0.031468261033296585,
-0.012298806570470333,
0.07726263999938965,
-0.024173351004719734,
-0.03233698382973671,
0.15844857692718506,
0.04362550750374794,
-0.08237770944833755,
-0.031584482640028,
-0.11709100753068924,
-0.0172632597386837,
-0.00239299307577312,
0.08079477399587631,
-0.006197524257004261,
0.05099470168352127,
-0.02237035147845745,
0.015301192179322243,
-0.12432442605495453,
0.03286989405751228,
0.05085950717329979,
-0.0063786739483475685,
-0.054702259600162506,
-0.029872357845306396,
0.08746683597564697,
0.08325453847646713,
0.02831226959824562,
-0.0055313133634626865,
0.031233174726366997,
0.0960635095834732,
-0.03242289274930954,
0.01739073172211647,
0.05251624807715416,
0.019014684483408928,
-0.0016221670666709542,
-0.04766411706805229,
0.09591606259346008,
-0.01988433487713337,
-0.015411509200930595,
0.015695547685027122,
0.06075381860136986,
0.06477778404951096,
-0.033875972032547,
0.033182673156261444,
-0.033694420009851456,
0.010336572304368019,
-0.007910368964076042,
-0.024360621348023415,
-0.04429752007126808,
-0.06596649438142776,
0.02870955690741539,
-0.05730503797531128,
0.00964596401900053,
0.00500656571239233,
0.003414058592170477,
0.014627240598201752,
0.03549012914299965,
-0.11742934584617615,
0.0698486715555191,
0.012383243069052696,
0.00018866700702346861,
0.00831108819693327,
0.05222177878022194,
0.04610736295580864,
0.005167515482753515,
-0.08105580508708954,
-0.03476933762431145,
-0.02307613007724285,
-0.01009178813546896,
-0.016098951920866966,
0.036187298595905304,
0.00994801800698042,
-0.04316802695393562,
6.867149100743523e-33,
-0.04571940004825592,
-0.014378554187715054,
-0.0031915863510221243,
0.06443832814693451,
0.0321207121014595,
0.01936800219118595,
0.01982840709388256,
0.09415780752897263,
-0.043487705290317535,
0.060642533004283905,
0.018913228064775467,
-0.032630398869514465,
0.03820846229791641,
0.03360598906874657,
0.03206492215394974,
0.1024143323302269,
-0.0050514875911176205,
-0.01451164297759533,
0.045860715210437775,
-0.054663125425577164,
0.0023839191999286413,
0.038773614913225174,
0.025158578529953957,
0.007277988363057375,
-0.006698482669889927,
0.010112607851624489,
0.008228268474340439,
0.01877572573721409,
0.031952012330293655,
0.09678427129983902,
0.09234169125556946,
-0.022417809814214706,
-0.06519918888807297,
-0.010138500481843948,
-0.06342380493879318,
0.04208172485232353,
0.023505117744207382,
0.011331112124025822,
-0.016187403351068497,
-0.024605896323919296,
-0.04599537327885628,
-0.06731189787387848,
-0.06609810143709183,
-0.03739369660615921,
-0.01259912084788084,
-0.019081927835941315,
0.07717042416334152,
0.027263494208455086,
-0.004778175614774227,
0.09513667225837708,
0.05197317153215408,
0.0007740840665064752,
0.07906518876552582,
-0.06015317142009735,
-0.00872533768415451,
-0.06644037365913391,
0.04263005405664444,
-0.007785535417497158,
0.02269250713288784,
-0.05960385873913765,
-0.029188692569732666,
0.06509126722812653,
0.0008266196819022298,
-0.04800170660018921,
0.07056107372045517,
-0.05237382650375366,
0.03818583860993385,
0.036209601908922195,
0.033088237047195435,
0.007735504303127527,
0.035307541489601135,
-0.031467024236917496,
0.04686220362782478,
0.0982106551527977,
0.07092393189668655,
-0.042723868042230606,
0.055290352553129196,
-0.058166466653347015,
-0.049742989242076874,
0.04032575339078903,
0.017886901274323463,
-0.055398888885974884,
0.02892821654677391,
0.0024309977889060974,
0.05903349071741104,
0.05045010894536972,
-0.059301987290382385,
0.1165013536810875,
-0.04220273718237877,
0.013377274386584759,
-0.011515762656927109,
0.015063938684761524,
0.11400509625673294,
-0.035045478492975235,
0.13612276315689087,
-2.447737124100513e-8,
-0.045257531106472015,
-0.027123969048261642,
0.06441906839609146,
0.04943906515836716,
-0.02555379644036293,
0.0008485739235766232,
0.06593891233205795,
-0.1105884239077568,
0.00899212621152401,
-0.011690299026668072,
0.04867842048406601,
0.058488693088293076,
0.005298045463860035,
0.07479386776685715,
-0.07829117774963379,
0.0013382106553763151,
0.027982763946056366,
0.02986031398177147,
-0.0609569251537323,
0.029267415404319763,
0.013375258073210716,
0.09709706157445908,
0.07977475225925446,
-0.1018730029463768,
-0.028512954711914062,
0.0030065379105508327,
0.015024535357952118,
-0.06051156297326088,
0.07245875895023346,
-0.10067540407180786,
0.0035855663008987904,
-0.002165209734812379,
0.07217487692832947,
0.024633638560771942,
-0.002633163472637534,
-0.03856216371059418,
-0.03944246098399162,
0.02905282750725746,
-0.1112494021654129,
-0.05268636345863342,
0.013138525187969208,
-0.061058253049850464,
-0.023954786360263824,
0.01929834671318531,
0.010287261568009853,
-0.06100164353847504,
0.05005906894803047,
-0.11784558743238449,
0.02699020691215992,
0.05557575076818466,
-0.003583485959097743,
0.00849828589707613,
0.029830770567059517,
-0.025525905191898346,
0.037490520626306534,
0.07966338843107224,
0.025488441810011864,
0.01529992651194334,
-0.02609100192785263,
0.01448998972773552,
0.03085215389728546,
-0.021832020953297615,
-0.018792085349559784,
-0.01766323857009411
] | p | Yeah, I would love it if you try it. | [
"blog",
"blog/fast-embed-models"
] | 15,902 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(23) | [
-0.023317748680710793,
0.03695454075932503,
0.15133821964263916,
-0.029628099873661995,
0.05547604337334633,
-0.057935766875743866,
-0.007520968560129404,
0.018142085522413254,
-0.11832980066537857,
-0.03789503499865532,
0.0033653161954134703,
0.10172222554683685,
-0.054767899215221405,
0.010003759525716305,
0.020780041813850403,
-0.005359823349863291,
0.02728046476840973,
-0.08587805926799774,
-0.0616060234606266,
-0.03229572996497154,
-0.04112136736512184,
0.0685921311378479,
-0.025351623073220253,
-0.020897425711154938,
0.01570271886885166,
0.12874780595302582,
-0.04922901466488838,
0.050690267235040665,
-0.10071161389350891,
-0.08368430286645889,
-0.062045868486166,
0.0003588939143810421,
-0.04715597629547119,
0.04910510778427124,
0.04229450598359108,
0.00531428586691618,
0.011655018664896488,
-0.04760805517435074,
0.013339716009795666,
-0.04466821253299713,
0.015158823691308498,
0.022298820316791534,
0.03846627101302147,
-0.00022774738317821175,
0.03836805745959282,
-0.002194182714447379,
0.08189605176448822,
0.00013299899001140147,
0.059084199368953705,
-0.05273100361227989,
-0.033266738057136536,
-0.06408032774925232,
0.04927428439259529,
0.050495270639657974,
0.0839003324508667,
0.11036698520183563,
0.017977457493543625,
0.11405978351831436,
0.03251371905207634,
-0.002147071063518524,
0.04277769848704338,
-0.0029921834357082844,
-0.02929166704416275,
0.09019865095615387,
0.10335507243871689,
-0.02053430676460266,
-0.05274676904082298,
-0.0891517624258995,
-0.006768102757632732,
0.07980253547430038,
-0.0692305862903595,
-0.031195376068353653,
-0.04933665320277214,
0.028082825243473053,
-0.03331969305872917,
-0.0054109483025968075,
0.010329678654670715,
-0.06558330357074738,
0.09063023328781128,
0.0068267639726400375,
-0.025581106543540955,
0.006875538267195225,
-0.03652377426624298,
0.08732249587774277,
0.08613736927509308,
-0.03592071309685707,
0.05361360311508179,
-0.008630985394120216,
0.07841834425926208,
-0.06901925802230835,
0.03848592936992645,
0.013666302897036076,
-0.029889630153775215,
-0.014784807339310646,
0.022639701142907143,
-0.0014465649146586657,
-0.012058025225996971,
0.01176638063043356,
-0.045854777097702026,
0.0743413120508194,
-0.011779342778027058,
0.03352563828229904,
0.06375069916248322,
-0.10024833679199219,
-0.021941548213362694,
-0.0024779948871582747,
-0.02060481160879135,
0.09077222645282745,
-0.020060453563928604,
0.0077103422954678535,
-0.02451104111969471,
0.02797151356935501,
-0.012054640799760818,
0.03121619112789631,
0.03822867572307587,
-0.039874181151390076,
-0.0490456148982048,
0.013439871370792389,
0.02183382399380207,
0.07955674827098846,
-0.016561439260840416,
-0.0026631748769432306,
-0.06352389603853226,
0.04956429824233055,
-0.1403803676366806,
-0.0045612347312271595,
0.05297224223613739,
-8.516347838480022e-33,
0.02375034987926483,
-0.035352498292922974,
0.06576277315616608,
0.1304045170545578,
0.04286305606365204,
0.012926722876727581,
-0.02612297236919403,
0.05033065751194954,
0.015176125802099705,
0.07082918286323547,
0.10855598747730255,
0.09406320750713348,
-0.020106757059693336,
0.012674431316554546,
0.02402496337890625,
-0.03127226606011391,
-0.04467376321554184,
-0.012917447835206985,
-0.049723733216524124,
0.08462071418762207,
0.013890224508941174,
-0.01614457182586193,
-0.03050060383975506,
0.01856992207467556,
0.050189219415187836,
0.07221569120883942,
0.027471378445625305,
-0.01011763233691454,
0.05028985068202019,
0.006643534637987614,
-0.03278273716568947,
0.04195644333958626,
0.029925962910056114,
-0.018299665302038193,
-0.05357198044657707,
5.533563580684131e-7,
-0.014393557794392109,
-0.03019755706191063,
-0.058112237602472305,
-0.005592120345681906,
-0.05274731293320656,
0.027200113981962204,
0.012210136279463768,
-0.03031914308667183,
0.029829904437065125,
0.03326110914349556,
-0.024055086076259613,
0.020414205268025398,
-0.016553226858377457,
0.002303462475538254,
-0.07478730380535126,
0.007845455780625343,
-0.030063532292842865,
0.019229548051953316,
-0.03714791312813759,
0.07009048759937286,
-0.017554325982928276,
0.0010420961771160364,
0.018566038459539413,
0.0038438537158071995,
0.04679232835769653,
-0.029006902128458023,
0.0332481749355793,
-0.058628544211387634,
-0.018805060535669327,
0.0013841924956068397,
0.011328098364174366,
-0.009218353778123856,
0.03821369633078575,
-0.008225011639297009,
-0.04623685032129288,
0.007155316416174173,
-0.034453485161066055,
0.059629425406455994,
-0.027659518644213676,
0.035549718886613846,
-0.14157913625240326,
-0.0584106408059597,
-0.01934240199625492,
-0.03172512352466583,
0.07728389650583267,
-0.020238397642970085,
0.03827248141169548,
0.0485394187271595,
0.09362935274839401,
0.08019014447927475,
-0.013372771441936493,
-0.14671100676059723,
-0.023858632892370224,
0.03328268229961395,
-0.04130031540989876,
-0.009730899706482887,
0.021646566689014435,
-0.043139275163412094,
0.031737130135297775,
4.772633797323185e-33,
-0.031860511749982834,
-0.0029944288544356823,
0.016319960355758667,
-0.020108532160520554,
0.017108192667365074,
-0.06811507791280746,
-0.052152931690216064,
0.05103166773915291,
0.03507918119430542,
0.11347223073244095,
0.044095128774642944,
0.005037129390984774,
-0.05462579056620598,
-0.004372924100607634,
-0.0676770731806755,
-0.010984284803271294,
0.010106383822858334,
-0.0743211880326271,
0.05748681724071503,
-0.018824860453605652,
-0.03330027684569359,
0.10744236409664154,
0.005520309787243605,
0.0691811740398407,
-0.011482703499495983,
0.025026902556419373,
0.02294330857694149,
-0.06965765357017517,
0.022500544786453247,
-0.04326436296105385,
0.013516334816813469,
-0.05820867046713829,
-0.07241998612880707,
0.09953160583972931,
0.04068053141236305,
0.08321020007133484,
-0.0631285086274147,
0.005074354354292154,
-0.02668517827987671,
-0.12106294929981232,
0.015267707407474518,
-0.022114364430308342,
-0.07491588592529297,
0.04014431685209274,
0.03042091429233551,
-0.09469490498304367,
0.05319318547844887,
-0.03725263103842735,
-0.03571260720491409,
0.06600285321474075,
0.049399979412555695,
-0.05671153590083122,
0.04472363367676735,
-0.006803258787840605,
0.0005665605422109365,
-0.036919478327035904,
0.10096418857574463,
-0.08291363716125488,
-0.12570393085479736,
-0.015893980860710144,
-0.14016620814800262,
0.012406391091644764,
0.04372892528772354,
0.07186062633991241,
-0.005821022670716047,
-0.0569111593067646,
0.029010219499468803,
-0.04339909926056862,
0.017816172912716866,
-0.03327140584588051,
0.018701117485761642,
0.04956209287047386,
-0.05913589149713516,
-0.004772374406456947,
0.07837904989719391,
0.0688764899969101,
-0.020017264410853386,
-0.04443567991256714,
-0.1109403520822525,
0.06036999821662903,
-0.00012933976540807635,
-0.03385293483734131,
0.00351429614238441,
-0.09752163290977478,
0.05145256966352463,
-0.014769008383154869,
0.028916824609041214,
0.014104986563324928,
-0.029537884518504143,
-0.05038556829094887,
-0.09159594774246216,
-0.018350517377257347,
-0.03708721697330475,
0.03271891921758652,
0.006841043010354042,
-2.9306178817023465e-8,
-0.02978402003645897,
0.06103978306055069,
-0.06281953305006027,
-0.01483042910695076,
0.0338580422103405,
0.013730490580201149,
0.06257142871618271,
0.022728966549038887,
-0.017477942630648613,
-0.04429767280817032,
-0.07307112216949463,
-0.013796379789710045,
0.005045372527092695,
0.061280541121959686,
0.031525611877441406,
-0.02336542122066021,
0.06945332884788513,
0.10059923678636551,
-0.0658755972981453,
-0.023052997887134552,
-0.06900245696306229,
0.035364583134651184,
0.021964440122246742,
-0.06050533428788185,
0.009034840390086174,
0.054960351437330246,
-0.0008718358003534377,
0.04696957767009735,
-0.06251424551010132,
-0.025401901453733444,
-0.015240711160004139,
-0.018871519714593887,
0.005006170831620693,
0.019594773650169373,
-0.03935015946626663,
-0.07764369249343872,
-0.03149779140949249,
-0.04063330963253975,
0.026232575997710228,
-0.04976405203342438,
0.002258545020595193,
0.049339160323143005,
0.023912984877824783,
0.01849985681474209,
-0.031983282417058945,
-0.01902948133647442,
0.005019695032387972,
-0.040671464055776596,
-0.08154404908418655,
0.0018453049706295133,
-0.0003373631916474551,
0.06276131421327591,
0.013996252790093422,
0.001458388869650662,
0.03743458539247513,
-0.009138383902609348,
-0.01426314190030098,
0.02410147897899151,
-0.10008075833320618,
0.04998394474387169,
0.01052846573293209,
-0.036621756851673126,
-0.06250542402267456,
0.10655585676431656
] | p | Tell us how it went for you, where it’s working, where it’s broken, all of that. | [
"blog",
"blog/fast-embed-models"
] | 15,903 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(23) | [
-0.026589220389723778,
0.08166484534740448,
-0.00029080259264446795,
-0.015318927355110645,
0.10661931335926056,
-0.004164003301411867,
0.07651516795158386,
0.03448851779103279,
-0.04587014392018318,
-0.042006317526102066,
-0.019571606069803238,
-0.007413033861666918,
0.08575284481048584,
0.025400282815098763,
-0.046797167509794235,
0.05182027444243431,
0.024794377386569977,
-0.058517951518297195,
-0.027687974274158478,
0.020503349602222443,
-0.0034437833819538355,
0.11582428216934204,
0.09270863234996796,
0.028015198186039925,
-0.09693445265293121,
-0.037266913801431656,
-0.04038677364587784,
0.034471701830625534,
-0.036749664694070816,
-0.024046815931797028,
-0.09350740164518356,
0.049208685755729675,
0.06040478125214577,
0.0814841017127037,
-0.05725415050983429,
-0.006068877410143614,
0.10171456634998322,
0.07933464646339417,
-0.03311342000961304,
-0.06268271803855896,
0.03224986791610718,
0.0062727006152272224,
0.06736699491739273,
-0.08712173998355865,
-0.03350311517715454,
-0.04858691990375519,
-0.05867629870772362,
0.0035808905959129333,
0.03003442846238613,
-0.09320712089538574,
0.005751999095082283,
-0.08078792691230774,
-0.03954481706023216,
0.057117439806461334,
-0.006896971724927425,
0.040032438933849335,
0.05029736086726189,
-0.012407898902893066,
-0.014770643785595894,
0.008502742275595665,
-0.04525908827781677,
0.005293646361678839,
-0.009996013715863228,
0.0011891156900674105,
0.09903129190206528,
0.020063234493136406,
-0.040317602455616,
0.020623493939638138,
-0.08295693248510361,
0.059681300073862076,
-0.007792677264660597,
0.06640636920928955,
-0.010974693112075329,
0.02680608257651329,
0.03097304329276085,
0.05854948237538338,
-0.07654789835214615,
-0.008137263357639313,
0.04750129580497742,
0.0327237993478775,
-0.05717391148209572,
-0.00927267037332058,
-0.034786321222782135,
-0.000678799522574991,
0.008449397049844265,
-0.08184237033128738,
0.07905656099319458,
-0.013168535195291042,
-0.023779023438692093,
-0.014178420417010784,
-0.02569771558046341,
0.0031600266229361296,
0.05357934162020683,
-0.0013373653637245297,
-0.06281433254480362,
-0.017724381759762764,
-0.023583099246025085,
-0.0476934090256691,
-0.09405328333377838,
0.08218993991613388,
0.0491907112300396,
-0.022768637165427208,
0.02426033653318882,
-0.021403567865490913,
-0.02001151628792286,
-0.0226775873452425,
-0.04313618317246437,
0.04972325265407562,
-0.11153125762939453,
-0.04630555212497711,
0.012763089500367641,
0.037355467677116394,
-0.027486689388751984,
-0.033394623547792435,
0.10983783006668091,
0.02443454973399639,
0.060866765677928925,
0.024372946470975876,
0.03514522314071655,
-0.05527212843298912,
0.011223189532756805,
-0.0020696227438747883,
-0.07561943680047989,
0.05303068831562996,
0.0823313444852829,
0.009182623587548733,
0.0007944183889776468,
-6.977540509913213e-33,
-0.02417774125933647,
0.022273268550634384,
0.035232532769441605,
-0.02582031674683094,
0.13753409683704376,
-0.0025708430912345648,
-0.021005716174840927,
-0.009978949092328548,
0.002129419706761837,
-0.0001432769640814513,
0.026477351784706116,
0.04651335999369621,
0.09321311861276627,
-0.02060975693166256,
-0.05756167694926262,
-0.027887174859642982,
-0.0046546971425414085,
0.05810445919632912,
-0.10473370552062988,
0.035840898752212524,
0.060118746012449265,
-0.12335032224655151,
0.01779097691178322,
0.06637543439865112,
0.019600719213485718,
-0.0355985164642334,
0.02825171872973442,
-0.020975163206458092,
0.05442161113023758,
0.029560212045907974,
-0.04700731858611107,
-0.00932562816888094,
0.03259602189064026,
0.009992269799113274,
-0.048011697828769684,
-0.04007458686828613,
0.03989120572805405,
-0.05707918852567673,
-0.05153585597872734,
-0.030378077179193497,
-0.009979254566133022,
0.09594625234603882,
-0.06366539001464844,
0.021959973499178886,
0.04063820466399193,
0.03725850582122803,
0.01384623534977436,
-0.0024827721063047647,
0.0789058730006218,
-0.02209731750190258,
0.025416100397706032,
0.05069020390510559,
0.005753669887781143,
0.012462534941732883,
0.00549551285803318,
-0.07351349294185638,
-0.006983213592320681,
-0.09226837754249573,
0.016232872381806374,
-0.03792286291718483,
0.03784346580505371,
-0.035873427987098694,
0.03990674391388893,
-0.04799632355570793,
0.035670675337314606,
-0.055430080741643906,
-0.011413618922233582,
0.08315923064947128,
-0.03686509653925896,
-0.07529684901237488,
0.04060313478112221,
-0.04294969141483307,
0.031412988901138306,
-0.015378604643046856,
0.006275552790611982,
0.012926233932375908,
0.023497292771935463,
-0.03717788681387901,
0.07586963474750519,
-0.03393222391605377,
0.05793924629688263,
-0.011577733792364597,
-0.06399811059236526,
0.0014784284867346287,
-0.015666846185922623,
-0.014252318069338799,
0.059537358582019806,
0.004225615411996841,
0.012746402062475681,
0.015569404698908329,
-0.03539180010557175,
0.040036898106336594,
0.03970900550484657,
0.08531921356916428,
-0.028919367119669914,
4.6557463124972634e-33,
0.014127812348306179,
0.07621510326862335,
0.024222031235694885,
-0.0009728255099616945,
-0.051649417728185654,
-0.018730219453573227,
-0.0697595402598381,
0.017310891300439835,
0.0718609094619751,
0.06912748515605927,
-0.02906837686896324,
-0.0884547233581543,
-0.1186358705163002,
-0.0069513400085270405,
-0.004880103282630444,
-0.08981799334287643,
0.04231099784374237,
-0.01380637101829052,
-0.09117372334003448,
0.013729110360145569,
0.0003826316387858242,
0.09200341254472733,
-0.02864164113998413,
-0.005298652220517397,
-0.06319545209407806,
0.0051063853316009045,
0.07591661810874939,
0.003554733470082283,
0.03696449473500252,
-0.04286939650774002,
0.05413872003555298,
-0.006339497398585081,
-0.03309612721204758,
-0.07440637797117233,
-0.004882356617599726,
-0.05281295254826546,
0.012246326543390751,
0.04040006175637245,
0.027500666677951813,
0.047338102012872696,
0.06789582222700119,
0.01436181366443634,
-0.03590613603591919,
-0.007187933661043644,
-0.023119473829865456,
-0.057149164378643036,
0.12032346427440643,
-0.06338142603635788,
-0.04801492765545845,
0.013591039925813675,
-0.07175259292125702,
-0.06569976359605789,
0.08421202003955841,
-0.03132278472185135,
-0.08688311278820038,
0.013548312708735466,
0.07349105924367905,
0.022012455388903618,
-0.10092296451330185,
-0.02634255774319172,
-0.05845676735043526,
0.0433858297765255,
-0.011870340444147587,
-0.11217787861824036,
0.0532807782292366,
-0.11661495268344879,
0.08702045679092407,
-0.026186751201748848,
0.06784305721521378,
-0.07005390524864197,
0.002214893465861678,
-0.03644770011305809,
-0.07025306671857834,
-0.004866115748882294,
0.06217444688081741,
0.053950030356645584,
0.04792390018701553,
-0.06855029612779617,
-0.08416043221950531,
0.01625920459628105,
0.010662693530321121,
-0.025785736739635468,
-0.030834631994366646,
-0.0900045707821846,
-0.03359437733888626,
-0.000384350074455142,
0.04864921048283577,
0.04409237578511238,
0.00582468556240201,
0.043068330734968185,
0.0083931228145957,
0.08873262256383896,
-0.03990450128912926,
-0.05822881683707237,
0.037529293447732925,
-3.376057478021721e-8,
-0.016228267922997475,
0.04439370706677437,
0.01896042749285698,
-0.017246443778276443,
0.10371525585651398,
0.00510925380513072,
-0.034986771643161774,
-0.02355586737394333,
-0.011233105324208736,
-0.026554087176918983,
-0.009306685999035835,
-0.06260721385478973,
0.0033992179669439793,
-0.04485404118895531,
0.03795464336872101,
-0.05499109998345375,
0.03464989736676216,
0.011961333453655243,
-0.07598863542079926,
-0.006315047387033701,
-0.1079699918627739,
0.07977589219808578,
-0.042273227125406265,
-0.04016894847154617,
-0.09088993072509766,
-0.012387264519929886,
0.06736616045236588,
0.03242515027523041,
0.045013487339019775,
-0.0521882139146328,
0.01098964735865593,
0.10703714191913605,
-0.011000981554389,
-0.013351092115044594,
-0.035742249339818954,
-0.013313397765159607,
0.0825478658080101,
-0.030872767791152,
-0.042062826454639435,
-0.0750361755490303,
0.007501254789531231,
0.0028225111309438944,
0.03281496837735176,
0.010859831236302853,
-0.03443608060479164,
0.0528724230825901,
0.0018910953076556325,
-0.08907210826873779,
-0.0032537083607167006,
-0.029036369174718857,
-0.04622076451778412,
-0.05991882085800171,
0.05934104695916176,
0.09735465794801712,
0.03113752417266369,
0.11908441036939621,
0.01928585395216942,
-0.09238874167203903,
0.047760915011167526,
0.009923542849719524,
0.0881660133600235,
-0.00003238439603592269,
-0.01653546467423439,
0.048563241958618164
] | p | I love it if you report issue then say I will even appreciate it if you yell at me because that means you’re not ignoring me. | [
"blog",
"blog/fast-embed-models"
] | 15,904 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(24) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 15,905 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(24) | [
-0.04216909408569336,
-0.006297271233052015,
-0.03395170718431473,
0.0035376271698623896,
0.014007910154759884,
-0.05876942351460457,
-0.0036006669979542494,
0.002097820397466421,
-0.06481027603149414,
-0.009571367874741554,
-0.05208699032664299,
-0.08944086730480194,
0.03731466084718704,
0.0001342715841019526,
-0.07904120534658432,
-0.002633141353726387,
0.0777410939335823,
-0.004559605848044157,
0.0192673671990633,
-0.045515451580286026,
-0.0016286339377984405,
0.08592873811721802,
-0.04013006016612053,
-0.0032868939451873302,
-0.0028494589496403933,
0.030721474438905716,
0.05258617177605629,
0.02774749882519245,
0.0502835176885128,
-0.02123255468904972,
-0.036060549318790436,
0.03148045390844345,
0.02541133388876915,
-0.012772771529853344,
0.048756618052721024,
-0.015627412125468254,
-0.01820077933371067,
0.01603582873940468,
0.0092776482924819,
0.02005133032798767,
-0.02236725017428398,
-0.027249325066804886,
0.024393130093812943,
0.00046993207070045173,
-0.03172144666314125,
0.048773393034935,
-0.026794977486133575,
-0.04517827928066254,
0.052883248776197433,
-0.029885778203606606,
0.02986813522875309,
-0.08188027143478394,
-0.06270964443683624,
0.03787900507450104,
0.1259172558784485,
-0.020937085151672363,
-0.017027493566274643,
0.05019823834300041,
0.04765041545033455,
0.07403512299060822,
-0.06437651813030243,
-0.011827551759779453,
-0.17260578274726868,
0.09431330114603043,
0.04964582994580269,
0.03361129388213158,
-0.009481208398938179,
-0.01721251755952835,
0.026952071115374565,
-0.010158522054553032,
0.09133187681436539,
-0.0027176146395504475,
0.025788074359297752,
-0.0001496580516686663,
-0.017573265358805656,
0.07471601665019989,
0.06060555577278137,
-0.10661745816469193,
-0.0336335115134716,
0.04501141607761383,
0.03215609863400459,
-0.08606292307376862,
-0.12213099747896194,
-0.036432232707738876,
0.07662675529718399,
-0.012861846946179867,
0.0686073750257492,
0.06812748312950134,
0.0446784570813179,
0.0406019426882267,
-0.09412524849176407,
-0.06971296668052673,
0.01523008942604065,
0.05558651313185692,
-0.04232968017458916,
0.012763825245201588,
-0.03086920641362667,
-0.0220919419080019,
-0.09507516771554947,
0.09409733861684799,
0.04087448865175247,
0.009585651569068432,
-0.02480449713766575,
0.0051490869373083115,
0.02942565642297268,
-0.06638168543577194,
-0.0014494839124381542,
0.03788706287741661,
0.0023672746028751135,
0.01162315346300602,
-0.1224989965558052,
0.00217719585634768,
0.05057952180504799,
0.06771146506071091,
0.003413471393287182,
0.044971663504838943,
-0.056252121925354004,
0.015211128629744053,
0.02007509022951126,
0.0010537004563957453,
0.06448151171207428,
0.0426485650241375,
0.019588617607951164,
-0.047922283411026,
-0.09483064711093903,
-0.06740906089544296,
-0.048825494945049286,
1.4073292726589198e-34,
0.03907434269785881,
0.004856919404119253,
0.09750641137361526,
0.001949962810613215,
0.11636770516633987,
-0.002732756081968546,
-0.10844485461711884,
-0.061240531504154205,
-0.05106096714735031,
0.031924329698085785,
-0.026059450581669807,
-0.08888248354196548,
0.016502976417541504,
-0.06884957104921341,
0.030460113659501076,
-0.03145451098680496,
-0.07658040523529053,
0.07338113337755203,
-0.0022702154237776995,
-0.006892404053360224,
0.02881680615246296,
0.03455057367682457,
0.07150479406118393,
-0.030226673930883408,
0.02179211564362049,
-0.006056198384612799,
-0.006517412140965462,
-0.056189119815826416,
0.06034990772604942,
0.06032697856426239,
0.002641004975885153,
0.11889243870973587,
-0.0011815960751846433,
-0.03005228191614151,
0.0018430546624585986,
-0.015463157556951046,
0.059713151305913925,
-0.03293970599770546,
0.005262355785816908,
0.0616697296500206,
-0.022988464683294296,
0.0010147613938897848,
-0.015099599957466125,
0.0030736683402210474,
-0.034702401608228683,
0.020127717405557632,
0.08927220106124878,
-0.04731953889131546,
-0.012244578450918198,
0.019911065697669983,
-0.02527850866317749,
0.0793616846203804,
0.03066776879131794,
-0.02511129528284073,
-0.12555143237113953,
0.024437742307782173,
-0.013501032255589962,
-0.006129947025328875,
0.049467768520116806,
-0.01979146897792816,
0.08233121782541275,
-0.0370607003569603,
-0.01582142896950245,
0.022743595764040947,
-0.0516841895878315,
-0.062356188893318176,
-0.0029155632946640253,
-0.04137618839740753,
0.05204080790281296,
0.038819994777441025,
0.0031727610621601343,
0.007088419981300831,
-0.053658951073884964,
0.05285288393497467,
-0.03649812191724777,
-0.0015864151064306498,
-0.049745120108127594,
-0.0404762402176857,
0.019929099828004837,
0.02639986202120781,
-0.040701739490032196,
-0.01898358017206192,
0.04566231369972229,
-0.004962900187820196,
0.0038954447954893112,
-0.09034803509712219,
-0.005120337009429932,
-0.005310895387083292,
-0.047482896596193314,
-0.02200482226908207,
-0.14247573912143707,
0.03194430470466614,
-0.03243314102292061,
0.005239949561655521,
-0.044506825506687164,
-3.0064810858615457e-33,
-0.057142943143844604,
-0.004147225525230169,
-0.04114391654729843,
0.09303376823663712,
0.0013806393835693598,
-0.013572591356933117,
-0.013578344136476517,
0.05870702862739563,
-0.04670237749814987,
0.08387183398008347,
0.11604174971580505,
-0.034868381917476654,
0.026014501228928566,
-0.020613187924027443,
0.10469449311494827,
0.08544153720140457,
0.05425690487027168,
-0.08249158412218094,
0.0017605414614081383,
-0.0532802976667881,
-0.026883967220783234,
0.044903263449668884,
0.08516504615545273,
0.027088632807135582,
0.01756471022963524,
0.04365947097539902,
0.08107590675354004,
0.01530156284570694,
-0.07569315284490585,
0.05529049411416054,
0.01627996377646923,
-0.06735439598560333,
-0.06868521124124527,
-0.025370001792907715,
-0.02922256477177143,
0.006113068200647831,
-0.03104487806558609,
0.02463490702211857,
0.04014162719249725,
-0.055227454751729965,
-0.015609527006745338,
-0.016029661521315575,
-0.12116502970457077,
0.0605446957051754,
0.011295296251773834,
-0.04663129523396492,
0.022337445989251137,
0.04574143514037132,
0.007082920987159014,
0.05207201838493347,
-0.053822048008441925,
-0.021010803058743477,
-0.10361158102750778,
0.02369477041065693,
-0.13656623661518097,
0.08577671647071838,
-0.02128804661333561,
-0.011177138425409794,
-0.06710757315158844,
0.02777385152876377,
-0.03316254913806915,
0.0035639568231999874,
0.02055521495640278,
0.024793945252895355,
0.03303943946957588,
-0.01832529343664646,
-0.09043175727128983,
-0.08169425278902054,
0.06461065262556076,
0.024374064058065414,
0.14252915978431702,
0.029761778190732002,
-0.07782725989818573,
-0.11107984185218811,
0.04130732640624046,
0.044104527682065964,
0.019369618967175484,
-0.026605121791362762,
-0.034974273294210434,
-0.006680249702185392,
-0.0388312004506588,
-0.028736276552081108,
-0.00666552921757102,
0.012967631220817566,
0.04222136735916138,
0.05691642314195633,
-0.00334045197814703,
-0.0006046699127182364,
-0.022736504673957825,
0.058466020971536636,
0.005162559449672699,
0.021212628111243248,
0.02350616827607155,
-0.09015194326639175,
0.03609279915690422,
-2.2764906404404428e-8,
-0.055956751108169556,
0.07693002372980118,
0.004994962364435196,
-0.04422658681869507,
0.0173148475587368,
0.05878081172704697,
0.04848363250494003,
-0.022140031680464745,
0.005663012620061636,
0.031522154808044434,
0.08020973205566406,
0.059430081397295,
0.014719312079250813,
-0.041467051953077316,
-0.026980355381965637,
-0.013211261481046677,
0.010780969634652138,
-0.042070887982845306,
-0.052695393562316895,
-0.02446810156106949,
0.030957814306020737,
0.022726938128471375,
0.020372169092297554,
-0.11925329267978668,
0.0336136668920517,
0.06549423933029175,
0.031631287187337875,
0.04266735538840294,
0.11299970000982285,
-0.056561682373285294,
0.04156016185879707,
0.04963334649801254,
0.0070235710591077805,
-0.02252737060189247,
0.058738719671964645,
-0.015107592567801476,
-0.06189126521348953,
0.058927979320287704,
-0.024470152333378792,
-0.03632870316505432,
-0.030252443626523018,
0.046803608536720276,
0.044215697795152664,
0.07454953342676163,
-0.04748626798391342,
0.030513862147927284,
0.021836649626493454,
-0.09454020857810974,
-0.07498646527528763,
0.010621811263263226,
0.001348876510746777,
0.028543082997202873,
-0.08155602216720581,
0.03149113804101944,
-0.024548986926674843,
-0.014918077737092972,
-0.004612272139638662,
-0.027989089488983154,
-0.04901425540447235,
-0.019166387617588043,
0.0642322227358818,
0.05053558200597763,
0.0863698273897171,
0.03939026594161987
] | p | That’s it. | [
"blog",
"blog/fast-embed-models"
] | 15,906 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(24) | [
-0.07751083374023438,
0.03245783969759941,
-0.0510781966149807,
0.015104547142982483,
-0.022328760474920273,
0.02471119910478592,
0.09041228890419006,
-0.007449129596352577,
0.012755443342030048,
-0.030251771211624146,
-0.01618163287639618,
-0.030034536495804787,
-0.018520543351769447,
0.0404706746339798,
0.00018327047291677445,
0.0330786295235157,
0.03713042661547661,
0.0019943469669669867,
-0.05192885175347328,
0.03918812796473503,
0.029685990884900093,
0.031686607748270035,
-0.07343248277902603,
-0.01658809557557106,
0.017928937450051308,
0.03976410627365112,
-0.06266707181930542,
-0.06840107589960098,
-0.09923116117715836,
0.03970169275999069,
-0.0056191678158938885,
0.061355408281087875,
0.018718034029006958,
0.027030376717448235,
0.0038512535393238068,
0.054826851934194565,
0.029662679880857468,
0.006401414517313242,
0.023077022284269333,
0.009041739627718925,
0.022434422746300697,
-0.04270586743950844,
-0.03316102921962738,
0.10912863165140152,
-0.030426843091845512,
-0.022647090256214142,
-0.010818025097250938,
-0.0769936814904213,
-0.02631336823105812,
0.022488581016659737,
0.038832515478134155,
0.0037455090787261724,
-0.05393459275364876,
0.009793360717594624,
0.14062049984931946,
0.03299521654844284,
0.062416426837444305,
-0.11352286487817764,
0.028678039088845253,
0.05611591041088104,
-0.01008602138608694,
-0.044873569160699844,
-0.029836278408765793,
0.07706760615110397,
-0.02541486918926239,
-0.08458670228719711,
-0.005153979174792767,
0.03842736780643463,
0.03064132295548916,
0.05623031035065651,
-0.01902887038886547,
0.02045123092830181,
0.02321731299161911,
0.08460532873868942,
0.018203889951109886,
0.03833858668804169,
0.06413863599300385,
0.008681143634021282,
0.028681863099336624,
-0.07183845341205597,
0.050957273691892624,
-0.05462362989783287,
-0.04696815833449364,
-0.04406338185071945,
-0.04452016204595566,
-0.04065742716193199,
0.029690420255064964,
0.1221516951918602,
-0.007189417723566294,
-0.00849614106118679,
-0.05153112858533859,
-0.0019776609260588884,
-0.0003063056501559913,
0.027746625244617462,
0.003251071320846677,
-0.05142614617943764,
-0.0094322944059968,
0.033103615045547485,
-0.01793859340250492,
0.050318073481321335,
-0.004844386130571365,
0.02051989920437336,
0.05803350359201431,
0.03295103460550308,
-0.037127409130334854,
-0.015513836406171322,
-0.005084488075226545,
0.014883986674249172,
0.037589363753795624,
0.03533169627189636,
-0.032100774347782135,
0.03682045266032219,
0.016935350373387337,
0.08548221737146378,
-0.03985163941979408,
-0.00041474439785815775,
-0.03699284419417381,
0.013427707366645336,
0.05856950581073761,
-0.0798623263835907,
-0.021834077313542366,
0.06868245452642441,
-0.013697638176381588,
0.03605267405509949,
0.031431980431079865,
-0.09487805515527725,
0.013627872802317142,
-1.3802406711515673e-33,
0.038707394152879715,
0.053553368896245956,
0.05654830485582352,
0.03269605711102486,
0.06587045639753342,
0.03847814351320267,
-0.09052640944719315,
-0.008850687183439732,
-0.06314270943403244,
-0.04771754518151283,
0.017843078821897507,
-0.06435326486825943,
-0.05452299863100052,
0.007413477636873722,
0.05062197893857956,
-0.03605934605002403,
-0.014929589815437794,
-0.021985353901982307,
-0.07192906737327576,
-0.033560365438461304,
-0.012052600271999836,
0.00919529888778925,
0.04970459267497063,
-0.05014214292168617,
0.036201056092977524,
-0.0017932119080796838,
0.06568995118141174,
-0.02734842710196972,
0.015781912952661514,
0.037744276225566864,
-0.07960549741983414,
0.04990293085575104,
-0.02313731051981449,
0.05384261906147003,
-0.02712581306695938,
-0.041995204985141754,
-0.0410275012254715,
0.02077461965382099,
-0.008546778000891209,
-0.04245595633983612,
-0.016195138916373253,
-0.00655067153275013,
-0.07692217826843262,
0.02134147845208645,
0.05971620976924896,
0.061162956058979034,
0.14703533053398132,
-0.004680718760937452,
-0.015027042478322983,
0.011438743211328983,
-0.061579156666994095,
0.006537110079079866,
0.05365283414721489,
0.04506197199225426,
-0.15273667871952057,
0.02873169630765915,
-0.02733917348086834,
-0.02530246414244175,
-0.028714090585708618,
0.017502592876553535,
0.0924777165055275,
0.04088379442691803,
-0.05419293791055679,
-0.06671541184186935,
-0.017629755660891533,
0.008675724267959595,
-0.03555982932448387,
-0.02986779995262623,
-0.04408600181341171,
0.05127769336104393,
-0.044972505420446396,
0.02194906957447529,
-0.03809986263513565,
-0.043889500200748444,
-0.05869556963443756,
0.05363323166966438,
-0.04144955053925514,
0.024703212082386017,
0.0713028684258461,
-0.0034817892592400312,
-0.05684899911284447,
-0.01818576455116272,
-0.02430049702525139,
0.029062697663903236,
0.03334813565015793,
-0.013753239996731281,
-0.008058538660407066,
-0.012278293259441853,
-0.049449529498815536,
0.025981057435274124,
-0.039804719388484955,
0.0009671905427239835,
0.04064643383026123,
0.00901625957340002,
-0.07713491469621658,
-3.40620518479378e-34,
-0.01597948558628559,
-0.011472588405013084,
-0.022878626361489296,
0.11235523223876953,
0.00778659712523222,
-0.05306515842676163,
0.020323103293776512,
0.013089262880384922,
0.0048324717208743095,
0.02950974367558956,
0.0009133030544035137,
-0.01903664320707321,
-0.002089698566123843,
-0.03896958753466606,
0.0920143723487854,
0.13170135021209717,
0.05568377301096916,
0.033521052449941635,
0.04459604248404503,
-0.011177030391991138,
-0.007444838527590036,
0.007409479469060898,
-0.0011459203669801354,
-0.04814533516764641,
0.041902780532836914,
0.037212785333395004,
0.02027128078043461,
0.025311538949608803,
-0.09254608303308487,
0.09128084033727646,
0.08152081072330475,
-0.05570034310221672,
-0.18647031486034393,
-0.036516983062028885,
0.03281416371464729,
-0.045885149389505386,
0.09775584191083908,
0.04221828281879425,
-0.0014713319251313806,
-0.03221617266535759,
-0.058369070291519165,
-0.08699573576450348,
-0.029987121000885963,
0.0803220346570015,
0.03674277290701866,
0.02383173257112503,
0.062236059457063675,
0.0070001487620174885,
-0.0038953078910708427,
0.01583457924425602,
-0.026556311175227165,
-0.07233136892318726,
-0.10559341311454773,
-0.03546207770705223,
-0.11947786808013916,
0.024943972006440163,
0.05805984139442444,
-0.050199154764413834,
0.01867677830159664,
0.05061875656247139,
0.020664772018790245,
-0.007663849275559187,
-0.038183603435754776,
-0.014296557754278183,
0.06832325458526611,
0.021908141672611237,
-0.05897285044193268,
-0.09823604673147202,
-0.015854647383093834,
0.037526313215494156,
0.024937348440289497,
-0.10944933444261551,
-0.0065592010505497456,
-0.03591103479266167,
0.04745304211974144,
0.05244586616754532,
0.009167153388261795,
0.027333389967679977,
-0.03931739181280136,
-0.016188085079193115,
0.031258489936590195,
-0.004447873216122389,
-0.06525366008281708,
0.050516024231910706,
0.07683505117893219,
-0.05251554027199745,
0.04363824427127838,
-0.020114727318286896,
-0.01617758348584175,
0.0741581991314888,
-0.005204674322158098,
-0.03394194319844246,
0.07896667718887329,
-0.0585138276219368,
-0.01709405891597271,
-1.7232421711810275e-8,
0.01961832493543625,
0.047489944845438004,
0.11155830323696136,
-0.003874477231875062,
0.03205963969230652,
0.05724677816033363,
0.012318271212279797,
-0.05134984850883484,
0.03204464167356491,
0.019921783357858658,
0.06488484889268875,
0.06525829434394836,
-0.023941321298480034,
0.0037762129213660955,
0.15895289182662964,
0.05074667930603027,
-0.04918573051691055,
0.07756809890270233,
-0.01991429179906845,
0.006255982909351587,
-0.0725291296839714,
0.016768023371696472,
0.018205178901553154,
-0.11556033045053482,
0.06618789583444595,
0.10497487336397171,
-0.10239069908857346,
0.08106652647256851,
-0.06859824806451797,
0.019253380596637726,
-0.04018433764576912,
0.0192169900983572,
-0.09873009473085403,
-0.026670971885323524,
0.006405653432011604,
-0.10181943327188492,
-0.04218078777194023,
-0.005544518586248159,
0.021536143496632576,
-0.05991652235388756,
-0.04280092939734459,
0.02940615639090538,
0.0393746979534626,
-0.03896937891840935,
-0.09153707325458527,
0.00831229705363512,
0.01916404440999031,
-0.05913450941443443,
0.0024235709570348263,
-0.04160057380795479,
0.009457598440349102,
-0.02469974011182785,
0.05818449333310127,
0.08736849576234818,
0.0860128328204155,
-0.017083361744880676,
-0.0038325281348079443,
-0.01811092160642147,
-0.05314840003848076,
0.006420685909688473,
0.08167154341936111,
-0.08142691850662231,
0.14830604195594788,
-0.007576618809252977
] | p | There we go. | [
"blog",
"blog/fast-embed-models"
] | 15,907 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(24) | [
-0.04576948285102844,
0.049872953444719315,
-0.05353498458862305,
0.053032271564006805,
0.06115882098674774,
0.012141432613134384,
0.004731086548417807,
0.040114279836416245,
-0.11194099485874176,
0.011113284155726433,
0.02452060766518116,
0.06063583865761757,
0.06375660002231598,
0.02641274593770504,
-0.04280770570039749,
0.012673440389335155,
0.05141202732920647,
0.012234012596309185,
-0.002778020454570651,
-0.011494021862745285,
-0.03780461847782135,
0.06131990626454353,
0.04689648374915123,
0.03472048416733742,
-0.05331404507160187,
0.019804932177066803,
-0.08036112785339355,
-0.00023296802828554064,
-0.04530027508735657,
-0.04080459102988243,
-0.024891400709748268,
0.06777854263782501,
-0.03169547766447067,
-0.061948955059051514,
0.012053720653057098,
-0.010202479548752308,
-0.03109256736934185,
0.016450880095362663,
0.056046050041913986,
-0.0456550158560276,
0.019094785675406456,
0.039907973259687424,
0.007243383210152388,
0.005061222705990076,
-0.050919219851493835,
-0.05349420756101608,
0.026434388011693954,
-0.01897335797548294,
0.030457355082035065,
-0.08292469382286072,
-0.014216131530702114,
0.007476722821593285,
0.03807781636714935,
-0.0024316576309502125,
0.06164717301726341,
-0.055298104882240295,
0.015315989963710308,
-0.02713712677359581,
-0.02946934662759304,
0.06808291375637054,
0.07264507561922073,
0.022141512483358383,
-0.0761493369936943,
0.03738611191511154,
0.0660715103149414,
0.02370532974600792,
0.027359304949641228,
0.03374924510717392,
-0.029861651360988617,
-0.024571992456912994,
-0.11102144420146942,
0.023307453840970993,
-0.07270026206970215,
0.0847170501947403,
0.049327269196510315,
0.09503243863582611,
-0.07035500556230545,
-0.04417862743139267,
0.013374563306570053,
-0.00030144056654535234,
-0.04734005406498909,
-0.006060159765183926,
0.02496514655649662,
0.025698242709040642,
0.1190296933054924,
0.010415822267532349,
0.07962995767593384,
0.05967451632022858,
0.03930608555674553,
0.04933548718690872,
0.022436922416090965,
0.022645916789770126,
0.10660482943058014,
0.06211203709244728,
-0.066935233771801,
0.003470342606306076,
0.001472547883167863,
-0.008190803229808807,
-0.09393838047981262,
0.12295848876237869,
-0.006677368655800819,
-0.04459391161799431,
0.07503041625022888,
-0.002736292313784361,
0.0014186777407303452,
-0.004468904808163643,
0.011422494426369667,
0.013938236981630325,
-0.035931941121816635,
-0.0651036947965622,
-0.03288248926401138,
0.01896507665514946,
-0.007720906287431717,
-0.05388449504971504,
0.08452726900577545,
-0.014468430541455746,
-0.03833669051527977,
0.09544706344604492,
-0.044101908802986145,
0.013446585275232792,
0.09909161180257797,
0.02022409439086914,
0.009018335491418839,
0.04232717677950859,
0.06446708738803864,
-0.01539015956223011,
-0.027279740199446678,
-3.3672913626647696e-33,
0.019926676526665688,
0.04568528011441231,
-0.009608249180018902,
0.03836948797106743,
0.04055747762322426,
0.03694949671626091,
-0.10016636550426483,
0.013276760466396809,
0.09367004036903381,
0.017462294548749924,
0.05514683946967125,
0.03375755250453949,
0.038917556405067444,
-0.03920941427350044,
-0.051152508705854416,
0.0566600076854229,
-0.0305002573877573,
0.0764203667640686,
-0.030423982068896294,
0.0014876394998282194,
0.06031190603971481,
-0.17269156873226166,
-0.01725025847554207,
-0.05264544486999512,
0.04869765788316727,
0.09886177629232407,
-0.014966762624680996,
-0.01159281563013792,
-0.004128025844693184,
0.03584911301732063,
-0.04947294294834137,
0.026088275015354156,
0.04724254459142685,
0.0013939794152975082,
-0.03430405631661415,
0.009344903752207756,
-0.047285307198762894,
-0.04291825369000435,
-0.04747479408979416,
-0.054032642394304276,
-0.04698512330651283,
0.06274522840976715,
-0.14377012848854065,
0.03435566648840904,
0.08975379168987274,
-0.044055428355932236,
0.0173490010201931,
-0.014446962624788284,
0.03350859880447388,
-0.018794119358062744,
0.005476656369864941,
0.04002244025468826,
0.11594334244728088,
0.00048342032823711634,
-0.027931513264775276,
0.0009118708549067378,
0.06809958815574646,
-0.1085745245218277,
-0.020282935351133347,
-0.005170369055122137,
0.014008428901433945,
-0.010516778565943241,
-0.0453970767557621,
-0.13741753995418549,
-0.0020085209980607033,
-0.002459543524309993,
0.009797867387533188,
0.050616100430488586,
-0.0030164425261318684,
-0.0602964423596859,
-0.010726263746619225,
0.010043743997812271,
-0.024625016376376152,
-0.00801692996174097,
-0.04130201414227486,
-0.011761086992919445,
-0.006200119387358427,
-0.030209951102733612,
-0.02914426289498806,
-0.020520173013210297,
0.08354521542787552,
-0.08315878361463547,
-0.00021532645041588694,
0.001038976013660431,
-0.018570242449641228,
0.015378361567854881,
0.08681376278400421,
0.014762233011424541,
0.0008473053458146751,
0.07219120115041733,
0.05411922186613083,
0.040167804807424545,
0.06413178145885468,
0.02033340558409691,
-0.018189482390880585,
2.9131510588390794e-33,
-0.17580431699752808,
-0.0037939816247671843,
-0.0678294375538826,
0.04178943485021591,
-0.015344323590397835,
-0.04975919425487518,
-0.04635806381702423,
0.060990191996097565,
-0.023903725668787956,
-0.024833953008055687,
-0.055935852229595184,
-0.03626618534326553,
-0.11531180888414383,
-0.020970964804291725,
0.08489588648080826,
-0.06734662503004074,
-0.009726246818900108,
-0.06630135327577591,
-0.05255892127752304,
0.039062466472387314,
-0.017411736771464348,
0.048024993389844894,
0.006501500960439444,
-0.026120832189917564,
-0.06765634566545486,
0.03663741797208786,
0.07534224539995193,
-0.04988506808876991,
0.03479890897870064,
0.023193255066871643,
0.030790487304329872,
0.08995462208986282,
-0.09343578666448593,
0.03969627246260643,
0.051591482013463974,
-0.01087433472275734,
-0.08281777054071426,
-0.013870774768292904,
0.000959217082709074,
0.07609464973211288,
0.05826054885983467,
0.07534530013799667,
-0.04041368514299393,
0.0019671486224979162,
-0.03227144479751587,
0.009370716288685799,
0.09697681665420532,
0.0006148879183456302,
0.06013564020395279,
0.05515195056796074,
0.01813385635614395,
0.00553659163415432,
-0.02110634185373783,
-0.028436660766601562,
-0.051661472767591476,
-0.019058266654610634,
-0.01382923312485218,
-0.011442440561950207,
-0.00300240283831954,
0.00276016048155725,
-0.08278248459100723,
0.04876040667295456,
-0.1108802780508995,
-0.012171356938779354,
0.019682856276631355,
-0.04408986121416092,
0.0005818602512590587,
0.06810258328914642,
-0.017466822639107704,
0.01836661994457245,
0.007147686555981636,
-0.04799346625804901,
-0.05210902541875839,
-0.10236908495426178,
0.07219087332487106,
0.035979632288217545,
-0.041443295776844025,
-0.043107062578201294,
-0.08517007529735565,
0.027561884373426437,
-0.0325927771627903,
0.021824588999152184,
0.0043042670004069805,
-0.07357732206583023,
-0.031471025198698044,
-0.036267563700675964,
-0.061080124229192734,
0.017309436574578285,
0.02873523160815239,
-0.019399885088205338,
-0.01581452041864395,
0.04418206959962845,
-0.03281358256936073,
0.057339418679475784,
0.05252693220973015,
-1.9672695472650048e-8,
0.0032280362211167812,
0.01614062674343586,
0.05617368966341019,
0.047756753861904144,
0.09498802572488785,
0.03137460723519325,
-0.0407002754509449,
0.11143942922353745,
-0.00840295571833849,
0.04804868623614311,
0.03178470581769943,
-0.06410451978445053,
0.006746456027030945,
0.036819662898778915,
0.06432593613862991,
-0.05030824616551399,
-0.0026034624315798283,
0.06613481044769287,
-0.0916142538189888,
-0.09332598000764847,
-0.032675862312316895,
0.07381660491228104,
0.03817523270845413,
-0.06510582566261292,
-0.04763322323560715,
-0.0800623819231987,
0.02435879409313202,
0.07962272316217422,
0.060543518513441086,
-0.030156662687659264,
0.04296590015292168,
0.057554055005311966,
0.014257527887821198,
-0.0504111610352993,
-0.07826574891805649,
0.016085635870695114,
0.03685746341943741,
0.04308869689702988,
0.05696624517440796,
-0.0012144956272095442,
-0.03364218398928642,
0.025261232629418373,
0.021465057507157326,
0.09077658504247665,
-0.11334683001041412,
0.0037633038591593504,
0.029606282711029053,
-0.05622931942343712,
-0.009539099410176277,
-0.07839938253164291,
0.009670836851000786,
-0.028044119477272034,
0.034118667244911194,
0.03086782619357109,
0.000511690101120621,
0.04698832705616951,
0.015104560181498528,
-0.011212920770049095,
-0.015138090588152409,
-0.04154442995786667,
-0.053108811378479004,
-0.06703747808933258,
-0.07623472064733505,
0.03777198866009712
] | p | Bug reports are good to throw off your mojo. | [
"blog",
"blog/fast-embed-models"
] | 15,908 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(24) | [
-0.04880455508828163,
0.04100539907813072,
-0.009595616720616817,
-0.043103575706481934,
-0.002559325657784939,
-0.03714422136545181,
0.03207692876458168,
-0.05312686413526535,
-0.022118885070085526,
-0.03396717831492424,
-0.08066996186971664,
0.08083944767713547,
0.01032736524939537,
0.024034161120653152,
-0.057528235018253326,
0.05709318071603775,
-0.04900499805808067,
0.037283703684806824,
-0.0070279669016599655,
-0.02162480540573597,
-0.05167954042553902,
0.031913768500089645,
0.01247251033782959,
0.0065607307478785515,
-0.03106217086315155,
0.09493744373321533,
0.05636146664619446,
0.023987408727407455,
-0.014510518871247768,
-0.058381929993629456,
0.009381989948451519,
0.04566303268074989,
-0.04679752141237259,
0.011911538429558277,
0.059894923120737076,
-0.0013553156750276685,
-0.0319780632853508,
0.01909232884645462,
0.07569484412670135,
-0.01675850711762905,
0.034329064190387726,
-0.036424942314624786,
0.030468299984931946,
-0.010693511925637722,
0.05391782149672508,
0.09489419311285019,
0.008897470310330391,
-0.0073266285471618176,
0.0637844055891037,
0.04064487665891647,
-0.02133561670780182,
0.007152350153774023,
-0.02210213430225849,
0.05251600593328476,
-0.007237585727125406,
-0.004541224334388971,
0.09971929341554642,
-0.018025744706392288,
-0.014704775996506214,
0.02772490121424198,
-0.010184126906096935,
0.021349279209971428,
-0.043324265629053116,
0.1566154807806015,
-0.08502747863531113,
0.002031957032158971,
-0.012524198740720749,
-0.013521004468202591,
0.0008953557698987424,
0.14356465637683868,
-0.02904069982469082,
0.02784222923219204,
-0.02705957368016243,
0.05128585919737816,
0.028063122183084488,
-0.019884921610355377,
0.01454943511635065,
-0.08690377324819565,
0.02399284578859806,
0.08642668277025223,
-0.059351205825805664,
-0.036139026284217834,
-0.02260790951550007,
0.05883663520216942,
-0.02874557487666607,
-0.043486252427101135,
0.1243358626961708,
-0.0038965879939496517,
0.016880419105291367,
-0.01726880669593811,
-0.018333813175559044,
0.05106700584292412,
0.08472774922847748,
-0.0005605712649412453,
-0.042211323976516724,
0.05019407346844673,
-0.007784283719956875,
-0.029763860628008842,
-0.10190631449222565,
0.08347681164741516,
-0.022539863362908363,
0.053311917930841446,
-0.015504982322454453,
0.03980325907468796,
-0.036363400518894196,
-0.025478137657046318,
-0.0028926425147801638,
0.036910589784383774,
-0.04360107704997063,
0.012831862084567547,
-0.008222382515668869,
0.12398018687963486,
-0.048375390470027924,
0.10317930579185486,
0.03903661668300629,
0.02820448763668537,
-0.013950471766293049,
0.08069045841693878,
0.017939232289791107,
-0.00014943703718017787,
0.0017897819634526968,
0.01994989812374115,
0.020581204444169998,
0.030868489295244217,
-0.07976967096328735,
-0.11745498329401016,
-0.00036314906901679933,
-8.784067411563767e-33,
-0.05456315353512764,
-0.0245532039552927,
0.009828670881688595,
0.08150260895490646,
-0.009940355084836483,
0.045207805931568146,
-0.03311862051486969,
0.026018710806965828,
-0.018099071457982063,
0.03384532034397125,
0.03513270244002342,
0.04379786178469658,
-0.014023371040821075,
-0.07150841504335403,
0.02349073626101017,
-0.053879979997873306,
-0.09325630217790604,
-0.01797430031001568,
0.007322048302739859,
0.02745141088962555,
0.024880459532141685,
-0.016705747693777084,
0.006819584406912327,
-0.08151192963123322,
-0.06755530089139938,
0.07066026329994202,
0.03642980009317398,
-0.025367852300405502,
0.042982373386621475,
0.03927307203412056,
0.01996424049139023,
0.035570621490478516,
0.007415277883410454,
-0.02894682064652443,
0.008571379818022251,
-0.05448293685913086,
-0.056695614010095596,
-0.012229922227561474,
-0.030875815078616142,
-0.025292234495282173,
-0.053412243723869324,
0.044526707381010056,
-0.061041682958602905,
0.01546103972941637,
0.041569653898477554,
0.021419450640678406,
0.17105194926261902,
0.029310617595911026,
-0.061882827430963516,
0.02567204460501671,
0.0073043047450482845,
0.04619992524385452,
-0.013077902607619762,
-0.03903161361813545,
-0.05231872573494911,
-0.03652101755142212,
0.03062400408089161,
0.02375974878668785,
-0.010103298351168633,
0.003283954691141844,
0.05640963464975357,
-0.054900527000427246,
-0.07407084852457047,
0.005659165326505899,
0.01861095242202282,
0.07522637397050858,
-0.03198304399847984,
0.0687028244137764,
-0.029648277908563614,
-0.013647175393998623,
0.0341307707130909,
-0.033066149801015854,
0.06759417057037354,
-0.025174444541335106,
-0.054190825670957565,
-0.010145516134798527,
0.004186723381280899,
0.036322370171546936,
0.09048014879226685,
-0.08199850469827652,
0.004384322091937065,
-0.03860729560256004,
-0.05679548531770706,
-0.10874754190444946,
0.06438607722520828,
-0.03339799493551254,
-0.02872464992105961,
0.034089379012584686,
-0.08170976489782333,
0.03746623545885086,
-0.0952218696475029,
0.01945594884455204,
0.03477996215224266,
0.07078104466199875,
-0.10337227582931519,
6.0374069440904256e-33,
-0.07082147896289825,
0.026466336101293564,
0.02281283773481846,
0.034415800124406815,
-0.025113875046372414,
-0.025283385068178177,
0.013381139375269413,
0.022682663053274155,
-0.003746792208403349,
-0.013504941016435623,
0.05324924364686012,
-0.03387078642845154,
0.0034951951820403337,
0.056748371571302414,
0.12496796250343323,
0.003010098123922944,
-0.029146971181035042,
0.019005510956048965,
0.008486196398735046,
-0.0038434176240116358,
-0.0015421181451529264,
-0.02681802771985531,
-0.0916987955570221,
0.140263170003891,
-0.03260902315378189,
-0.008575230836868286,
-0.01147872768342495,
0.032123055309057236,
-0.007247567176818848,
-0.05903460457921028,
0.031097030267119408,
-0.10050439834594727,
-0.08477119356393814,
-0.07705068588256836,
0.002547925803810358,
0.013507762923836708,
0.10381434112787247,
-0.0449301116168499,
-0.05822664126753807,
0.040844667702913284,
-0.03105434775352478,
-0.07372918725013733,
-0.08621639758348465,
-0.0015064144972711802,
0.010311954654753208,
0.021830158308148384,
0.00759918475523591,
0.03749224171042442,
-0.011016525328159332,
0.030614836141467094,
-0.020846519619226456,
-0.04580514505505562,
-0.016490023583173752,
-0.05182407796382904,
0.008769598789513111,
0.061676789075136185,
-0.04823017120361328,
0.034587275236845016,
-0.09409623593091965,
-0.06230151653289795,
-0.07748937606811523,
0.09007394313812256,
0.009451787918806076,
0.008515654131770134,
0.025645427405834198,
0.016867542639374733,
-0.003418322652578354,
-0.12982657551765442,
-0.07318755239248276,
0.051728952676057816,
-0.07106593251228333,
0.0054555595852434635,
-0.05571828410029411,
-0.08474918454885483,
-0.018339009955525398,
-0.04283924028277397,
-0.017240578308701515,
-0.07900211215019226,
0.0718202218413353,
0.026158854365348816,
-0.05155958607792854,
-0.012126736342906952,
-0.005145254544913769,
-0.0214297603815794,
0.00007488826668122783,
0.017219265922904015,
0.00868054199963808,
-0.06354326009750366,
0.0531795397400856,
0.08708755671977997,
0.025332195684313774,
0.0303202997893095,
-0.048300717025995255,
-0.05242253839969635,
-0.05121851712465286,
-1.6646012568344304e-8,
0.004041778389364481,
0.04473090544342995,
0.0265415720641613,
0.029827764257788658,
0.025475740432739258,
0.03670933470129967,
0.08548649400472641,
-0.04712146520614624,
0.04868299514055252,
-0.040694136172533035,
0.07694090902805328,
0.05207683891057968,
0.012548386119306087,
0.11531853675842285,
0.03281835839152336,
-0.010396289639174938,
-0.05610569939017296,
0.009366123005747795,
0.011492995545268059,
-0.02386348880827427,
-0.05281844362616539,
0.0007509583956561983,
0.05526171252131462,
-0.05763235315680504,
-0.024681774899363518,
-0.022227320820093155,
0.02929576486349106,
0.10100749880075455,
-0.0036887575406581163,
0.04892631992697716,
0.0202906746417284,
-0.030801311135292053,
-0.045550569891929626,
0.006068637128919363,
-0.10128618031740189,
-0.07389450073242188,
0.02600194700062275,
-0.009520118124783039,
0.07316342741250992,
0.09290039539337158,
-0.008639353327453136,
0.10903187841176987,
-0.0585201196372509,
-0.017121287062764168,
-0.028477855026721954,
-0.001560296630486846,
0.02272788994014263,
-0.0009983867639675736,
-0.040754515677690506,
0.026690155267715454,
0.03799119219183922,
-0.034987498074769974,
0.0481969490647316,
0.12325668334960938,
0.1138262078166008,
-0.017224224284291267,
0.008190383203327656,
0.0171494223177433,
-0.07458128780126572,
0.08728602528572083,
-0.05737162008881569,
-0.08240210264921188,
0.0779179111123085,
0.0965307280421257
] | p | Keep it rolling. | [
"blog",
"blog/fast-embed-models"
] | 15,909 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,910 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.07140608876943588,
0.028303949162364006,
0.02061646059155464,
0.10736924409866333,
0.0017853840254247189,
-0.004673117771744728,
0.028617428615689278,
-0.06668855249881744,
-0.001560702919960022,
-0.04311729595065117,
0.08367954194545746,
0.050110917538404465,
-0.017182685434818268,
0.02091752178966999,
0.049683064222335815,
-0.0634341686964035,
0.09388193488121033,
-0.04048408195376396,
-0.08149516582489014,
0.04856456443667412,
0.059731293469667435,
-0.031795259565114975,
0.010819853283464909,
0.04100365191698074,
0.023273909464478493,
-0.03996533155441284,
-0.07405988872051239,
-0.005067829042673111,
0.07573815435171127,
0.02284400537610054,
-0.01656869798898697,
0.0220449548214674,
-0.012930357828736305,
0.023746389895677567,
-0.0713142603635788,
0.029561858624219894,
0.05135825648903847,
-0.03953782841563225,
0.08331849426031113,
-0.014582892879843712,
0.0088886683806777,
-0.09305024892091751,
0.03455720096826553,
0.08155941963195801,
-0.0457020103931427,
0.05943949893116951,
-0.03287585824728012,
-0.012402302585542202,
-0.03635111823678017,
-0.03251495212316513,
-0.06237511336803436,
0.04754365235567093,
-0.07205293327569962,
-0.059235021471977234,
0.0906790941953659,
0.10216124355792999,
-0.030763497576117516,
-0.007740415632724762,
0.08298788219690323,
-0.05404786393046379,
-0.013215220533311367,
-0.024983953684568405,
0.040856894105672836,
0.05087274685502052,
0.09308402240276337,
-0.013844354078173637,
-0.055082280188798904,
-0.024520771577954292,
-0.047670863568782806,
0.07506254315376282,
0.0012785845901817083,
0.08331122994422913,
0.10720012336969376,
0.019445370882749557,
-0.07167422771453857,
-0.05621902272105217,
0.06613671034574509,
0.005766956601291895,
0.0023361179046332836,
-0.04217062145471573,
0.0260578952729702,
-0.1299535483121872,
-0.0676659345626831,
0.030565673485398293,
0.023467473685741425,
-0.014070315286517143,
0.02136094868183136,
0.041885338723659515,
-0.12681511044502258,
-0.07073846459388733,
-0.005786852445453405,
-0.028534559532999992,
0.024020180106163025,
0.02280122973024845,
0.03152354061603546,
-0.028311574831604958,
-0.010667350143194199,
-0.0603606179356575,
-0.07367395609617233,
0.04240621626377106,
0.061954908072948456,
0.09149778634309769,
-0.03725184127688408,
0.06600058823823929,
-0.007383368909358978,
-0.05517956241965294,
0.03311274200677872,
0.060506150126457214,
-0.047062285244464874,
0.058555107563734055,
0.05434031039476395,
-0.02552078664302826,
-0.05125756934285164,
0.029233183711767197,
-0.021955979987978935,
-0.05529677867889404,
-0.01708308979868889,
0.044365014880895615,
-0.01744852401316166,
0.006205921061336994,
-0.0252543892711401,
0.0831165686249733,
-0.02285374142229557,
0.03533331677317619,
0.060839615762233734,
-0.07269525527954102,
0.16083978116512299,
-6.065103427705722e-33,
0.001971233170479536,
0.04660181328654289,
0.01788419857621193,
-0.029381953179836273,
-0.045764949172735214,
-0.023699123412370682,
0.0020902161486446857,
-0.029111668467521667,
-0.04766645282506943,
-0.07252560555934906,
0.022316496819257736,
-0.11423121392726898,
0.037891730666160583,
0.0839378610253334,
0.029358752071857452,
-0.10667259246110916,
0.0231974758207798,
0.013062436133623123,
0.05273860692977905,
-0.06566369533538818,
-0.004638215992599726,
-0.04101777449250221,
-0.01600531116127968,
-0.04273175448179245,
0.037426237016916275,
-0.016803137958049774,
-0.005817809607833624,
-0.019412823021411896,
-0.00705640809610486,
0.03668994829058647,
-0.08608407527208328,
0.07548683136701584,
0.04028220474720001,
0.0035771287512034178,
0.034669309854507446,
-0.03718239441514015,
-0.004722095560282469,
-0.044654835015535355,
-0.02178514376282692,
0.028227493166923523,
-0.0418040007352829,
0.014756651595234871,
-0.07390331476926804,
-0.07104697078466415,
0.0587129183113575,
0.07500538975000381,
-0.03937067463994026,
0.08251246064901352,
-0.09034030884504318,
0.008423767983913422,
0.017994249239563942,
0.0324992910027504,
-0.016776928678154945,
-0.014442751184105873,
0.03521662950515747,
0.0652286559343338,
0.036490753293037415,
0.07093065232038498,
-0.022339409217238426,
0.07564171403646469,
-0.017629344016313553,
0.04642898961901665,
0.035522956401109695,
-0.01731656678020954,
-0.054291982203722,
-0.05472121760249138,
-0.02066706120967865,
0.05386031046509743,
-0.0348728783428669,
-0.042582929134368896,
-0.032866209745407104,
0.014705181121826172,
0.02002527192234993,
0.015647023916244507,
0.04119909927248955,
0.008040179498493671,
0.09131366014480591,
-0.009068777784705162,
-0.025367753580212593,
-0.011818512342870235,
-0.07085501402616501,
-0.03105170652270317,
-0.09023110568523407,
-0.04924715310335159,
0.048095885664224625,
0.0414486825466156,
0.01603020913898945,
-0.014896986074745655,
-0.024216296151280403,
-0.038028888404369354,
-0.01771155744791031,
0.05192846059799194,
0.04893450066447258,
-0.08792883902788162,
-0.10169052332639694,
3.466294068284915e-33,
0.012714354321360588,
-0.016777414828538895,
-0.03437880054116249,
0.06640330702066422,
0.13302771747112274,
0.019028177484869957,
-0.09341156482696533,
-0.027983620762825012,
0.004624938126653433,
0.11606976389884949,
0.028332045301795006,
-0.019775891676545143,
-0.11926697194576263,
-0.05038316547870636,
0.09031374007463455,
-0.026401188224554062,
0.0767894834280014,
-0.011248133145272732,
0.0304978396743536,
0.004337864462286234,
0.0312094334512949,
0.03839164599776268,
-0.0323747843503952,
0.05845487490296364,
-0.04096044972538948,
0.05613148957490921,
0.03575391694903374,
-0.000021752632164862007,
-0.12782685458660126,
-0.0026741407345980406,
-0.07532501965761185,
0.004383598919957876,
-0.09200754761695862,
0.041372284293174744,
0.0287928469479084,
0.051874496042728424,
0.032952792942523956,
-0.11269655078649521,
-0.06899124383926392,
0.016235176473855972,
-0.008180124685168266,
-0.022540677338838577,
-0.023602597415447235,
0.014408684335649014,
-0.09828192740678787,
-0.009937972761690617,
0.02289056032896042,
0.029771864414215088,
-0.028949011117219925,
0.0660601332783699,
0.044611383229494095,
-0.06036471948027611,
-0.07963284105062485,
0.005423450842499733,
-0.008945138193666935,
-0.0571359284222126,
-0.01775987073779106,
-0.018052788451313972,
0.0005837276112288237,
0.060955483466386795,
0.008531367406249046,
-0.004080341197550297,
-0.0045350082218647,
0.06812970340251923,
0.04020627588033676,
-0.03424156829714775,
-0.013681884855031967,
-0.011085559614002705,
0.041627783328294754,
0.03244905173778534,
0.0581342987716198,
-0.045183733105659485,
-0.060706086456775665,
0.05698472261428833,
-0.0217723548412323,
-0.07780288904905319,
-0.007773662451654673,
-0.00691439351066947,
-0.010559813119471073,
0.018382934853434563,
0.01785998046398163,
0.021019676700234413,
-0.00903413724154234,
-0.018695153295993805,
-0.07335280627012253,
-0.044851552695035934,
-0.04112878441810608,
-0.11321710050106049,
-0.015229864045977592,
0.006048916839063168,
0.0025310118217021227,
-0.018896717578172684,
0.09772022813558578,
-0.006367578636854887,
-0.047948915511369705,
-1.824680673223611e-8,
0.021569402888417244,
0.021331466734409332,
0.054553404450416565,
0.05491172894835472,
0.029163306578993797,
0.10610257834196091,
0.021189391613006592,
0.08056486397981644,
-0.017653336748480797,
-0.04271646589040756,
0.02830292098224163,
-0.030153930187225342,
0.0018549672095105052,
0.059939391911029816,
0.08354122191667557,
0.008913742378354073,
-0.04034760966897011,
-0.05248187482357025,
-0.02597905695438385,
0.008227738551795483,
-0.031075701117515564,
0.09942901879549026,
0.01006805058568716,
-0.011233539320528507,
-0.014949909411370754,
0.0843062549829483,
-0.03274686262011528,
0.054875414818525314,
0.045486077666282654,
0.038424763828516006,
0.00036795702180825174,
-0.024506650865077972,
-0.07880423218011856,
-0.013939565047621727,
0.0052968282252550125,
-0.08261332660913467,
-0.04057401418685913,
0.06840496510267258,
0.0830632746219635,
0.004122609738260508,
-0.07876130193471909,
0.06541342288255692,
0.013668234460055828,
0.02296365238726139,
-5.8593826679498306e-8,
-0.013267051428556442,
-0.07054015249013901,
0.0019506210228428245,
-0.06527780741453171,
0.021199941635131836,
-0.011168970726430416,
0.024713873863220215,
-0.021492499858140945,
0.01297475304454565,
-0.00264531746506691,
0.03466420993208885,
-0.06424775719642639,
-0.03410232812166214,
-0.06950581818819046,
-0.027067894116044044,
0.09463974088430405,
-0.05997471138834953,
0.06095804646611214,
0.028515007346868515
] | p | So we said fast and light. | [
"blog",
"blog/fast-embed-models"
] | 15,911 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.021170811727643013,
0.005391612648963928,
-0.011193211190402508,
0.13969095051288605,
-0.035049621015787125,
-0.023207753896713257,
0.07021500170230865,
-0.004797156434506178,
0.06753619760274887,
0.008135193958878517,
0.11039134860038757,
-0.03002813085913658,
-0.019122622907161713,
-0.025009725242853165,
0.0259968563914299,
0.048509564250707626,
0.054016608744859695,
-0.04749954119324684,
-0.08438491076231003,
-0.024163104593753815,
0.11614743620157242,
-0.06077757850289345,
-0.05270397663116455,
-0.017696300521492958,
-0.031441476196050644,
0.08276885002851486,
-0.03688057139515877,
0.0007361334282904863,
0.017970748245716095,
0.06140906736254692,
0.03251460939645767,
0.04356420412659645,
-0.029463836923241615,
0.04374213144183159,
-0.0032886448316276073,
0.023535726591944695,
0.04755808040499687,
-0.03600376844406128,
0.01942935585975647,
0.029749684035778046,
-0.047193463891744614,
-0.08001136034727097,
0.00703399395570159,
0.010951212607324123,
-0.008708100765943527,
0.0774010643362999,
0.020547017455101013,
-0.04093069210648537,
-0.032495249062776566,
-0.03036552295088768,
0.017797166481614113,
-0.02446754276752472,
-0.06832031160593033,
0.029102569445967674,
0.06163277104496956,
0.030711133033037186,
-0.027798842638731003,
-0.026796692982316017,
0.08970927447080612,
-0.03859701380133629,
0.023839101195335388,
0.04162634536623955,
0.03447038307785988,
0.04594241827726364,
0.05126328393816948,
-0.01057672780007124,
-0.09401419758796692,
-0.02407531999051571,
-0.07564951479434967,
-0.03901293873786926,
0.0028773723170161247,
0.027312543243169785,
0.09056948870420456,
0.030353186652064323,
-0.036142922937870026,
-0.08840038627386093,
0.03922126069664955,
0.017000125721096992,
-0.012304114177823067,
0.027199339121580124,
-0.0005450517637655139,
0.03339666500687599,
-0.0733393207192421,
0.08233422785997391,
0.049034591764211655,
0.006160694640129805,
0.09167346358299255,
0.023732472211122513,
-0.11422958225011826,
0.012974790297448635,
-0.08525115996599197,
-0.05520911142230034,
-0.06844930350780487,
0.015562980435788631,
-0.005099109839648008,
-0.035491302609443665,
0.024420835077762604,
-0.04909991845488548,
-0.046453431248664856,
-0.005049743223935366,
0.06762737035751343,
0.06113777309656143,
-0.014625496231019497,
0.036705419421195984,
-0.03438488021492958,
-0.056177135556936264,
0.030877090990543365,
0.053725533187389374,
-0.010565588250756264,
0.0014975303784012794,
0.014712140895426273,
-0.044476915150880814,
-0.09572754055261612,
0.00675708195194602,
-0.023456651717424393,
0.024335211142897606,
0.017124904319643974,
0.08319111168384552,
-0.04624493792653084,
0.050160109996795654,
0.009912343695759773,
0.05086684972047806,
-0.017237793654203415,
0.015121876262128353,
0.043256014585494995,
-0.05337274447083473,
0.06041073799133301,
-6.823926173463787e-33,
0.022695429623126984,
-0.01712302304804325,
-0.020570723339915276,
-0.0016124251997098327,
0.030995164066553116,
-0.0950431302189827,
0.06536830216646194,
-0.016836855560541153,
-0.027615323662757874,
0.0003410503559280187,
0.07017184793949127,
0.006676984950900078,
0.06305406987667084,
0.054954707622528076,
0.02940213680267334,
0.026000579819083214,
0.023144716396927834,
0.012331676669418812,
0.04711902141571045,
0.006478134077042341,
-0.06041472777724266,
0.027646174654364586,
0.05164844170212746,
-0.08058609813451767,
-0.031018780544400215,
-0.012357495725154877,
-0.04299301281571388,
-0.047464240342378616,
-0.02891653962433338,
-0.018658345565199852,
-0.04041004553437233,
0.14623501896858215,
0.06481945514678955,
0.052952103316783905,
-0.03587232530117035,
0.030516257509589195,
0.04326891899108887,
-0.062418874353170395,
-0.04699031263589859,
-0.06365349888801575,
-0.04230954498052597,
0.016216427087783813,
-0.05915234610438347,
-0.015841349959373474,
0.026457620784640312,
0.06979696452617645,
-0.014331304468214512,
-0.010882497765123844,
-0.12239458411931992,
0.04113440215587616,
-0.015430147759616375,
-0.11563346534967422,
0.015958378091454506,
0.027331259101629257,
0.007378497160971165,
0.02951069362461567,
-0.04896079748868942,
0.035196784883737564,
-0.042270950973033905,
-0.06412382423877716,
-0.006295509170740843,
0.0036255118902772665,
0.03464917093515396,
0.019634082913398743,
-0.00950978510081768,
-0.09170668572187424,
-0.02576059103012085,
0.06081750616431236,
0.010570906102657318,
-0.020103076472878456,
-0.0358012430369854,
-0.02074015885591507,
0.024742938578128815,
0.06078720465302467,
0.040280114859342575,
0.020467570051550865,
0.0074305604211986065,
-0.016388848423957825,
-0.021417049691081047,
0.10913977026939392,
-0.04813144728541374,
-0.08470184355974197,
-0.05796358734369278,
-0.11150681227445602,
-0.02163437195122242,
0.08292736858129501,
-0.06620027124881744,
-0.022382576018571854,
-0.11172503232955933,
-0.10659638047218323,
0.014820470474660397,
0.052458375692367554,
-0.010192377492785454,
-0.10033022612333298,
-0.10429726541042328,
2.135961397520408e-33,
0.009121709503233433,
-0.03479607775807381,
-0.1161729097366333,
0.06152412295341492,
0.11874327808618546,
-0.03093884512782097,
-0.057492468506097794,
-0.058674156665802,
0.005172086413949728,
0.07156411558389664,
0.025460701435804367,
-0.009441527538001537,
-0.10097198933362961,
-0.008669679053127766,
-0.0002994247479364276,
-0.04536176845431328,
-0.008675276301801205,
0.00852254405617714,
-0.0013806811766698956,
0.02613079734146595,
-0.03226030617952347,
0.016968727111816406,
-0.008735954761505127,
-0.03919791057705879,
-0.03377816453576088,
0.05670607462525368,
0.08700206875801086,
-0.02523554116487503,
-0.09347972273826599,
-0.0055140540935099125,
0.000889446644578129,
-0.042611051350831985,
-0.03538418561220169,
0.06441334635019302,
0.019051246345043182,
0.042751431465148926,
0.13503393530845642,
-0.08590343594551086,
-0.06735772639513016,
-0.004522351082414389,
0.005628642626106739,
0.02816678397357464,
0.04695051908493042,
0.017633255571126938,
-0.1002093106508255,
0.018810372799634933,
0.027994494885206223,
0.0059591298922896385,
-0.03778217360377312,
-0.032081399112939835,
0.024382315576076508,
-0.033076610416173935,
-0.03711012005805969,
0.02368629164993763,
-0.048291441053152084,
-0.0334094762802124,
-0.024231301620602608,
0.029025159776210785,
-0.039090562611818314,
0.08967731893062592,
0.0882030576467514,
-0.016465308144688606,
-0.011521256528794765,
0.09604950994253159,
-0.026329606771469116,
0.02870255894958973,
-0.0584460012614727,
0.019868044182658195,
0.04160673916339874,
-0.008610169403254986,
0.08962904661893845,
-0.07884064316749573,
-0.04531928524374962,
0.0054192622192204,
0.011933116242289543,
-0.022858355194330215,
-0.0013978359056636691,
-0.025407955050468445,
-0.06879124045372009,
0.02459537796676159,
-0.03054138459265232,
-0.052604757249355316,
0.010303400456905365,
-0.0172282624989748,
-0.03199685737490654,
-0.1401289850473404,
-0.027285199612379074,
-0.00021770379680674523,
-0.08154278993606567,
-0.017401937395334244,
0.009080909192562103,
0.042656462639570236,
-0.02633741870522499,
0.009527509100735188,
-0.04254491627216339,
-1.7877560765100498e-8,
-0.003965053707361221,
-0.00404003169387579,
0.0021096605341881514,
-0.027293529361486435,
0.07555738836526871,
0.030299315229058266,
0.06697593629360199,
0.020969878882169724,
-0.026961158961057663,
-0.03027932532131672,
0.056936461478471756,
-0.07903196662664413,
-0.03051827661693096,
0.031206965446472168,
0.06659059226512909,
0.07517404109239578,
-0.044285278767347336,
-0.06698594987392426,
0.03070322424173355,
0.055034637451171875,
-0.02998555451631546,
-0.028836363926529884,
-0.0038888794369995594,
0.012503495439887047,
0.07567527145147324,
0.06602545827627182,
0.056158240884542465,
0.11679623275995255,
0.06571658700704575,
0.010492674075067043,
0.11340483278036118,
0.014757361263036728,
0.02594047598540783,
-0.08254405111074448,
-0.04789959639310837,
-0.031252194195985794,
-0.036930304020643234,
-0.04349549114704132,
0.04257802292704582,
0.017695004120469093,
-0.08530048280954361,
0.1123073622584343,
-0.035883206874132156,
0.02419808879494667,
-0.014441577717661858,
0.031973764300346375,
0.014113263227045536,
-0.013953193090856075,
-0.09984811395406723,
0.04988448694348335,
0.025050921365618706,
0.057581402361392975,
-0.00346449576318264,
-0.01733546517789364,
-0.06769901514053345,
-0.027111584320664406,
-0.001992244040593505,
0.037977952510118484,
-0.03903588652610779,
-0.04489775002002716,
0.10841391235589981,
-0.03056636080145836,
0.07230852544307709,
0.030079040676355362
] | p | So what does light mean? | [
"blog",
"blog/fast-embed-models"
] | 15,912 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.031393006443977356,
-0.0790369063615799,
0.057833943516016006,
-0.02701626531779766,
0.07204434275627136,
-0.05110056325793266,
-0.13871775567531586,
0.021236656233668327,
0.058102771639823914,
0.017801789566874504,
0.026169484481215477,
0.13171961903572083,
0.027962807565927505,
0.038774844259023666,
-0.03691358491778374,
0.008101767860352993,
0.06480731815099716,
-0.013832087628543377,
-0.035524267703294754,
-0.01863112859427929,
-0.044949498027563095,
-0.1482926607131958,
-0.01317302230745554,
-0.1385488361120224,
0.017096124589443207,
-0.00009374416549690068,
-0.08379633724689484,
0.009413893334567547,
0.03203735500574112,
-0.08040479570627213,
0.01535560842603445,
-0.004110872745513916,
-0.004795975983142853,
0.03554322570562363,
0.0030543524771928787,
0.052950117737054825,
-0.014737379737198353,
-0.01624094694852829,
-0.07681771367788315,
-0.033560141921043396,
0.07980455458164215,
0.03746369481086731,
0.043582312762737274,
0.05507151037454605,
-0.0021657359320670366,
-0.03601544350385666,
-0.053937654942274094,
-0.048119667917490005,
-0.0072407228872179985,
-0.040494099259376526,
-0.042959053069353104,
-0.017153214663267136,
-0.05395021289587021,
0.04980712756514549,
-0.03004789538681507,
-0.1474010944366455,
-0.06920032948255539,
-0.0331047922372818,
-0.016308646649122238,
0.1072004958987236,
-0.008290626108646393,
-0.03583095595240593,
0.01855572685599327,
0.047035180032253265,
0.06569938361644745,
-0.006662057247012854,
0.06271908432245255,
-0.028542906045913696,
-0.023031575605273247,
-0.06680060923099518,
-0.066841721534729,
-0.00964086689054966,
-0.07605620473623276,
0.03306550160050392,
-0.03227023035287857,
-0.019174210727214813,
0.009391820058226585,
0.006430333014577627,
0.03493204712867737,
-0.019470861181616783,
0.020228512585163116,
0.03188420087099075,
0.048391904681921005,
-0.019939880818128586,
0.046260010451078415,
-0.025649916380643845,
0.009160994552075863,
-0.08383861929178238,
-0.08982186764478683,
0.003453186945989728,
0.004981483332812786,
0.0014316104352474213,
0.004815736785531044,
0.09058447182178497,
-0.01977527141571045,
-0.026213012635707855,
-0.015672003850340843,
0.008744925260543823,
-0.02039537951350212,
0.02612215466797352,
0.005911361426115036,
0.02057258039712906,
0.129766583442688,
0.01201455108821392,
0.007515333127230406,
-0.07321281731128693,
0.08232150226831436,
0.06708267331123352,
0.029112227261066437,
-0.025558410212397575,
-0.0706324651837349,
0.02155698463320732,
-0.02202015183866024,
0.05361897498369217,
0.03136240690946579,
-0.05118338018655777,
-0.031260233372449875,
0.02226405218243599,
0.020136432722210884,
-0.007995390333235264,
0.01677483506500721,
0.015379868447780609,
-0.036648135632276535,
-0.04397233948111534,
0.004120595287531614,
-0.00488629937171936,
-0.07139894366264343,
1.8042943807389534e-33,
0.02321513183414936,
0.037425555288791656,
0.012922979891300201,
0.029595350846648216,
0.053700365126132965,
0.03912865370512009,
-0.048402562737464905,
0.06977081298828125,
-0.06231287494301796,
-0.024724185466766357,
-0.05126655474305153,
0.038689617067575455,
0.007105542346835136,
0.16502360999584198,
0.07892832159996033,
-0.005330073181539774,
0.02383805252611637,
0.08388171344995499,
0.01555440854281187,
-0.04063843563199043,
-0.02405269630253315,
-0.10076107829809189,
0.015042657032608986,
-0.012413510121405125,
-0.029326181858778,
-0.003572677494958043,
0.06103414297103882,
-0.012822928838431835,
0.024525288492441177,
0.00006772763299522921,
-0.058586373925209045,
-0.09186619520187378,
-0.014168664813041687,
-0.008405037224292755,
0.07065989822149277,
0.05648525431752205,
-0.0033517442643642426,
-0.059048738330602646,
-0.017855344340205193,
-0.011591463349759579,
0.02176266349852085,
0.001119266264140606,
-0.07173606753349304,
-0.036079391837120056,
-0.07885536551475525,
0.012654189020395279,
0.011523529887199402,
-0.06902094185352325,
-0.036809276789426804,
-0.008202779106795788,
0.09123717993497849,
0.015237316489219666,
-0.008163807913661003,
0.019697299227118492,
0.11196602135896683,
0.0017371722497045994,
0.027911705896258354,
0.005997888278216124,
0.07716494053602219,
0.057010047137737274,
-0.0804511085152626,
-0.08512246608734131,
-0.02453690953552723,
0.05404401198029518,
-0.0354364737868309,
0.04007815942168236,
0.041134726256132126,
0.02406899817287922,
-0.04675872623920441,
0.09080959856510162,
0.0021373198833316565,
0.04579413682222366,
0.051980502903461456,
-0.01975070685148239,
-0.04317431151866913,
-0.00014475543866865337,
-0.08170408010482788,
-0.06472398340702057,
-0.01588468626141548,
0.0952816978096962,
-0.05010099709033966,
-0.0514143705368042,
-0.01151994802057743,
-0.018482398241758347,
-0.03430316597223282,
-0.09855592250823975,
0.055744122713804245,
-0.010462330654263496,
-0.010445000603795052,
0.02233591116964817,
0.046951811760663986,
0.005875548347830772,
0.009710838086903095,
0.03929159790277481,
-0.0020445433910936117,
-9.24100741232533e-34,
-0.04726396128535271,
-0.018243879079818726,
-0.08280675113201141,
0.017869772389531136,
-0.02888549491763115,
-0.007835403084754944,
0.020476479083299637,
0.11635256558656693,
-0.06038663163781166,
-0.018099475651979446,
0.026296358555555344,
-0.008827334269881248,
-0.030345231294631958,
-0.019761383533477783,
-0.03842931240797043,
-0.05407702550292015,
0.029782816767692566,
-0.04926873371005058,
-0.012919056229293346,
0.0009212031727656722,
-0.023103341460227966,
0.03580666333436966,
0.08760083466768265,
0.1104208305478096,
0.07916471362113953,
0.12380094081163406,
-0.004411287605762482,
0.007971576415002346,
-0.0651344507932663,
-0.0010545530822128057,
0.035164572298526764,
-0.13937941193580627,
-0.0398300364613533,
-0.0065203942358493805,
0.03341639041900635,
0.0021921182051301003,
0.08164316415786743,
0.06209312751889229,
-0.04760832339525223,
-0.027647627517580986,
0.04987942427396774,
-0.01748238503932953,
-0.09225063025951385,
-0.049673035740852356,
-0.0023353591095656157,
0.009506615810096264,
-0.005513631738722324,
-0.010824425145983696,
0.08157790452241898,
0.006111972499638796,
-0.02677171491086483,
-0.032421812415122986,
0.039997950196266174,
-0.017338983714580536,
0.020577887073159218,
-0.04032272845506668,
-0.07441486418247223,
0.09164919704198837,
0.06392736732959747,
0.00286104460246861,
0.043808408081531525,
-0.055969834327697754,
-0.044579677283763885,
-0.04221668466925621,
-0.028061000630259514,
-0.003568106098100543,
-0.03851490467786789,
0.055666666477918625,
-0.10176127403974533,
0.09445728361606598,
0.031993042677640915,
-0.038387052714824677,
-0.031699083745479584,
0.04676269739866257,
-0.0481400229036808,
0.015319764614105225,
0.09309852868318558,
0.059866782277822495,
0.10135895758867264,
-0.0012123938649892807,
-0.02999686263501644,
0.029643654823303223,
0.040249649435281754,
0.029237601906061172,
0.07192688435316086,
0.04437799006700516,
0.0033530560322105885,
-0.011763712391257286,
-0.02764882519841194,
0.0067239850759506226,
-0.03264274448156357,
0.05457926541566849,
-0.013417599722743034,
0.0699179619550705,
0.057578593492507935,
-2.1579758424650208e-8,
-0.0002683047205209732,
-0.016017919406294823,
0.08874937146902084,
-0.024448659271001816,
-0.03057505190372467,
-0.06207109987735748,
0.023402679711580276,
0.08240930736064911,
0.053002193570137024,
0.05182119086384773,
0.07042194902896881,
-0.09388700127601624,
-0.06524738669395447,
-0.013295468874275684,
0.09570657461881638,
0.03829794377088547,
-0.00004829646786674857,
-0.06385929882526398,
0.01291043683886528,
0.02526583895087242,
-0.07393255084753036,
0.016432587057352066,
0.04175134003162384,
-0.01624690555036068,
-0.016527757048606873,
-0.010368593968451023,
-0.024167148396372795,
0.05553501099348068,
-0.036183685064315796,
-0.050695739686489105,
0.01738211326301098,
0.032706279307603836,
-0.009310749359428883,
-0.06939429044723511,
0.03311968594789505,
0.03955031931400299,
-0.10728322714567184,
-0.022088658064603806,
0.0017367753898724914,
-0.07576028257608414,
-0.003264408791437745,
-0.058524079620838165,
0.10188734531402588,
-0.026876311749219894,
0.10688568651676178,
-0.012842291034758091,
0.04719514772295952,
0.0779142677783966,
-0.05569997429847717,
0.029610881581902504,
0.0010706421453505754,
-0.04317386820912361,
-0.008221467956900597,
0.031538400799036026,
0.058719370514154434,
-0.04470089077949524,
0.05925459414720535,
-0.028931809589266777,
0.0602128729224205,
0.08534729480743408,
0.030711069703102112,
-0.04295468330383301,
-0.008641636930406094,
0.008048360235989094
] | p | So you will see a lot of these Embedding servers have really large image sizes. | [
"blog",
"blog/fast-embed-models"
] | 15,913 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.025127986446022987,
0.048493240028619766,
0.0073408703319728374,
-0.06778173893690109,
0.034627337008714676,
-0.08891750127077103,
0.000611059193033725,
0.010955683887004852,
0.03488453850150108,
0.01683785207569599,
0.040098678320646286,
0.06844013184309006,
0.04624374955892563,
0.049282390624284744,
-0.015205430798232555,
-0.043040286749601364,
0.04304041713476181,
0.027429508045315742,
0.05365888029336929,
0.01910172589123249,
-0.024372436106204987,
-0.01236000843346119,
-0.0033634041901677847,
-0.0311045553535223,
-0.0312824584543705,
0.045109473168849945,
0.0014362878864631057,
-0.012009290978312492,
0.007530183997005224,
-0.046420902013778687,
-0.11374099552631378,
0.016818339005112648,
0.014106967486441135,
-0.004879040643572807,
-0.008625634014606476,
0.1339385062456131,
-0.011232292279601097,
-0.021551985293626785,
-0.03262212872505188,
-0.05812659114599228,
0.04395477473735809,
-0.022141261026263237,
0.06534133851528168,
0.018766431137919426,
0.035818349570035934,
0.01417258195579052,
0.040228910744190216,
-0.056420281529426575,
0.06523065268993378,
0.018832160159945488,
-0.06613893806934357,
-0.05718294903635979,
-0.13404995203018188,
0.012484035454690456,
0.005351358093321323,
0.002952073235064745,
-0.030996961519122124,
0.004460292402654886,
0.02445654198527336,
0.04373783618211746,
0.052628565579652786,
0.022942742332816124,
-0.05111235752701759,
0.03427817299962044,
0.05021970346570015,
-0.013111899606883526,
-0.04105360433459282,
-0.06561927497386932,
0.01563342474400997,
-0.10518351942300797,
0.008356289006769657,
0.01738063246011734,
-0.0036466061137616634,
-0.05314277485013008,
-0.06940925121307373,
-0.028826063498854637,
0.00899829063564539,
0.04422270506620407,
0.015449393540620804,
-0.00991781149059534,
0.021984297782182693,
0.034682754427194595,
0.018924253061413765,
-0.019712239503860474,
0.013536147773265839,
-0.0329458974301815,
-0.020296214148402214,
-0.0058054449036717415,
0.020565753802657127,
-0.08653915673494339,
-0.035688403993844986,
-0.04720265790820122,
0.004579356871545315,
-0.0008489458123221993,
0.04026985168457031,
-0.040467482060194016,
-0.013890542089939117,
-0.050614506006240845,
-0.0008176499395631254,
0.018462184816598892,
0.06322711706161499,
0.020861294120550156,
0.07865013927221298,
0.038425277918577194,
0.044177524745464325,
-0.03140238672494888,
0.01334976963698864,
-0.019581623375415802,
-0.010262906551361084,
0.016148723661899567,
-0.07532095164060593,
-0.06057871878147125,
-0.0810222178697586,
-0.03314199298620224,
-0.13347284495830536,
-0.06342031806707382,
-0.13617344200611115,
0.013305582106113434,
0.03185509517788887,
-0.014634463004767895,
-0.01929643377661705,
-0.044881246984004974,
0.10078397393226624,
-0.03161580488085747,
-0.014352700673043728,
-0.0066259815357625484,
-0.004887214861810207,
-2.5169648305608357e-33,
-0.014696821570396423,
0.014893597923219204,
0.012020952068269253,
0.012946760281920433,
0.041609007865190506,
0.04745039716362953,
-0.07142922282218933,
-0.05177858844399452,
0.029493842273950577,
0.007075859233736992,
-0.005581972189247608,
-0.008873781189322472,
-0.049987245351076126,
0.131320059299469,
0.12606161832809448,
-0.06569897383451462,
-0.06382685899734497,
0.05171854421496391,
-0.03432977944612503,
-0.005066691432148218,
-0.044985707849264145,
-0.062185052782297134,
-0.03122747875750065,
-0.036259185522794724,
0.12321135401725769,
0.023705700412392616,
0.0348476842045784,
-0.002503085881471634,
0.0017278656596317887,
0.015935972332954407,
-0.001554130925796926,
-0.0256072785705328,
-0.004937860183417797,
-0.02512672170996666,
0.035048507153987885,
0.007529537193477154,
-0.07969813048839569,
-0.014451876282691956,
-0.025989308953285217,
0.059054117649793625,
0.0385325625538826,
-0.023991508409380913,
-0.06993665546178818,
0.016005786135792732,
0.03257406875491142,
-0.04706105217337608,
-0.012522009201347828,
-0.023591306060552597,
-0.041021592915058136,
0.09016416221857071,
0.06395291537046432,
-0.0667637288570404,
-0.09020043164491653,
-0.04335295036435127,
-0.04688823223114014,
-0.02417435683310032,
-0.00038253917591646314,
-0.010363517329096794,
-0.0022281715646386147,
0.04468919709324837,
-0.04380209371447563,
0.016477564349770546,
0.051391951739788055,
0.009728536941111088,
0.049937233328819275,
0.038725368678569794,
0.020111719146370888,
0.046146295964717865,
-0.033085305243730545,
0.059174031019210815,
0.008133996278047562,
0.016091179102659225,
0.059474095702171326,
-0.0027659409679472446,
-0.009272179566323757,
-0.016451818868517876,
-0.03465944901108742,
-0.0104558439925313,
-0.08608882874250412,
0.06756361573934555,
-0.12477438151836395,
-0.02567961812019348,
-0.03789966553449631,
0.07082932442426682,
-0.030068835243582726,
-0.01298784464597702,
-0.004401925951242447,
0.004068455193191767,
-0.020291224122047424,
0.009490611031651497,
-0.03638937324285507,
0.10744946449995041,
-0.11088114231824875,
0.02594316005706787,
-0.07396713644266129,
-1.5822642986085031e-34,
-0.025185778737068176,
-0.04913529381155968,
0.01883835904300213,
0.051776912063360214,
-0.03363484889268875,
-0.036176566034555435,
0.16485825181007385,
0.03129986301064491,
0.007477945648133755,
0.038029734045267105,
-0.10236482322216034,
0.05064413323998451,
-0.0045024859718978405,
0.003397904569283128,
-0.11504094302654266,
0.02022850327193737,
0.02005659230053425,
-0.1130608543753624,
-0.05589040741324425,
0.07304313033819199,
-0.027470475062727928,
-0.012915373779833317,
0.07696367055177689,
0.04001549631357193,
0.02325204387307167,
0.0867663100361824,
0.12145481258630753,
-0.050723232328891754,
-0.017824197188019753,
-0.018601534888148308,
-0.018513983115553856,
-0.08110564202070236,
0.048215076327323914,
0.0011161004658788443,
0.04754585027694702,
0.07079798728227615,
0.06796126067638397,
0.004011370241641998,
-0.09930716454982758,
0.0004938649944961071,
0.027358505874872208,
0.0011626527411863208,
0.04155481234192848,
0.061199817806482315,
0.001991084311157465,
-0.0455489419400692,
0.022472970187664032,
0.04769843816757202,
-0.01924356259405613,
0.016366319730877876,
-0.041028041392564774,
-0.07524614036083221,
-0.018590150400996208,
0.07907912880182266,
-0.006348429247736931,
-0.028668047860264778,
-0.06596093624830246,
0.04277467727661133,
0.0044988845475018024,
-0.006328817456960678,
0.09851688146591187,
-0.0972781628370285,
-0.05798011273145676,
0.0028469995595514774,
-0.06730508804321289,
-0.0058118910528719425,
-0.04291044548153877,
0.0038746290374547243,
-0.17346051335334778,
0.12225023657083511,
0.049714621156454086,
-0.04725469648838043,
0.06583910435438156,
0.011527174152433872,
-0.009376795031130314,
-0.03872004896402359,
0.06499268859624863,
0.04654855653643608,
0.05332140624523163,
-0.11133495718240738,
0.019568052142858505,
-0.012390268966555595,
-0.030300322920084,
-0.008920950815081596,
0.06132293492555618,
0.019869370386004448,
-0.053207989782094955,
-0.10328423231840134,
0.03277546167373657,
-0.020314684137701988,
-0.01292912196367979,
0.017356641590595245,
-0.10190831869840622,
0.0697970911860466,
-0.06937003135681152,
-2.8416465625014098e-8,
0.022490352392196655,
0.05328255519270897,
0.11987124383449554,
-0.03226952999830246,
-0.0009148569079115987,
-0.03629002720117569,
0.08217223733663559,
0.005185926333069801,
0.05612707883119583,
-0.051248323172330856,
0.012765499763190746,
-0.07699094712734222,
-0.0946221649646759,
-0.009916781447827816,
0.0862894207239151,
0.06397446244955063,
0.01344779971987009,
0.0014542860444635153,
0.018821721896529198,
0.010682363063097,
-0.0941077396273613,
0.011598300188779831,
0.0304464902728796,
-0.036521684378385544,
0.009967979043722153,
-0.01603933796286583,
0.0016985731199383736,
0.010491624474525452,
0.055998653173446655,
-0.08056700229644775,
0.07731320708990097,
0.02601945400238037,
0.030416229739785194,
0.004779907409101725,
0.02275616116821766,
0.021517420187592506,
-0.03821849450469017,
0.0044058626517653465,
-0.021775903180241585,
-0.06656678020954132,
-0.007926463149487972,
-0.007527342531830072,
0.00868867989629507,
-0.017282282933592796,
0.036046769469976425,
0.030732136219739914,
0.07311339676380157,
-0.02632223442196846,
-0.06506767868995667,
0.030393211171030998,
-0.005878116469830275,
-0.03199053555727005,
-0.0061036343686282635,
0.05714525282382965,
0.08759146183729172,
0.027416840195655823,
0.08973675966262817,
-0.10233341157436371,
0.04325852170586586,
0.10013528168201447,
-0.025757553055882454,
0.044459182769060135,
-0.009312722831964493,
0.028881963342428207
] | p | When I say image, I mean typically or docker image that can typically go to a few GPS. | [
"blog",
"blog/fast-embed-models"
] | 15,914 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
-0.03174467012286186,
0.03352494537830353,
-0.03293902054429054,
-0.014152373187243938,
0.08290206640958786,
-0.08316164463758469,
-0.055094681680202484,
0.05301295593380928,
0.04305022582411766,
0.030809400603175163,
-0.017823485657572746,
0.031908147037029266,
-0.005781255196779966,
0.02372807264328003,
-0.04463212564587593,
-0.005601061973720789,
0.00651978887617588,
0.06041558459401131,
-0.04294997453689575,
-0.037346892058849335,
-0.020696427673101425,
-0.043415457010269165,
-0.0006455766852013767,
-0.08096387982368469,
0.009769090451300144,
0.05175073817372322,
-0.04271862283349037,
-0.07737229764461517,
0.03369944170117378,
-0.04977237433195114,
-0.030772963538765907,
0.04409625381231308,
0.034890394657850266,
0.008672737516462803,
0.10667908191680908,
0.07897546887397766,
0.01267656497657299,
-0.025399386882781982,
-0.004895963240414858,
-0.10597547143697739,
0.034699395298957825,
0.016642848029732704,
0.007314406801015139,
0.04634574055671692,
0.01844485104084015,
-0.004403321072459221,
0.025819115340709686,
-0.06771361827850342,
-0.02302926778793335,
-0.015866553410887718,
-0.05761655420064926,
-0.0007670567720197141,
-0.057030558586120605,
0.11082661151885986,
0.011474864557385445,
-0.004056951496750116,
0.029911894351243973,
0.034722328186035156,
-0.07079542428255081,
0.09796278178691864,
-0.10517292469739914,
-0.05485805869102478,
-0.031146176159381866,
0.0035124437417834997,
0.009880311787128448,
0.03434227034449577,
0.015099563635885715,
-0.06082375347614288,
0.01918310672044754,
-0.09811244159936905,
-0.015650028362870216,
-0.012448557652533054,
-0.02745712362229824,
-0.00459174532443285,
-0.06705153733491898,
-0.016587967053055763,
0.09867023676633835,
0.06266766786575317,
0.003024281235411763,
-0.009776425547897816,
-0.0004634142969734967,
0.00538847129791975,
0.02945062145590782,
-0.04482906311750412,
-0.009529562667012215,
-0.004804686643183231,
-0.013643168844282627,
0.011521273292601109,
-0.05008847638964653,
-0.08456642925739288,
0.0034429363440722227,
-0.0683305636048317,
0.024910883978009224,
0.046690985560417175,
-0.023870859295129776,
-0.037455033510923386,
-0.04881436750292778,
-0.04877274110913277,
-0.019610734656453133,
0.002216140739619732,
0.0458623506128788,
0.0035559681709855795,
0.1313733607530594,
-0.04836586117744446,
0.028890132904052734,
-0.08597396314144135,
0.030301546677947044,
0.04080228880047798,
-0.035207346081733704,
0.0513383112847805,
-0.012821405194699764,
-0.03739721328020096,
-0.03641318529844284,
0.01688847877085209,
0.03495720401406288,
-0.07994123548269272,
-0.07838142663240433,
-0.014587168581783772,
0.04070236161351204,
-0.0069951280020177364,
0.05763392522931099,
-0.023950977250933647,
0.05758543685078621,
-0.050731170922517776,
-0.07232354581356049,
-0.000007341592208831571,
-0.061414800584316254,
6.3281696043636455e-34,
-0.04607846960425377,
-0.028768526390194893,
0.028213202953338623,
0.03161238133907318,
0.028569452464580536,
-0.005256333388388157,
0.04221784323453903,
0.034142740070819855,
0.011331500485539436,
-0.004682173952460289,
-0.07142602652311325,
0.052281931042671204,
-0.05137522146105766,
0.10836321115493774,
0.056750036776065826,
-0.03602995723485947,
-0.10776851326227188,
0.08776725083589554,
-0.010829838924109936,
-0.02778514288365841,
0.00014441160601563752,
-0.013289179652929306,
-0.0248922947794199,
-0.024803446605801582,
0.025932667776942253,
-0.07870825380086899,
0.06368204206228256,
-0.07754549384117126,
0.049605488777160645,
0.0009314229828305542,
-0.07680699229240417,
-0.006083178799599409,
0.06534356623888016,
-0.064334437251091,
0.07546573132276535,
0.002055535325780511,
-0.028369558975100517,
-0.015295459888875484,
-0.04371083900332451,
-0.0024561332538723946,
0.03749968484044075,
-0.01274214219301939,
-0.0018042634474113584,
-0.015024565160274506,
-0.03906220570206642,
-0.08137073367834091,
0.016040436923503876,
-0.027076685801148415,
-0.03534065932035446,
0.04216042906045914,
0.09340330958366394,
-0.01110672578215599,
-0.0750221237540245,
0.09052514284849167,
0.046857740730047226,
-0.040311992168426514,
0.033643677830696106,
-0.009848346002399921,
0.12966090440750122,
0.11216381192207336,
-0.11285710334777832,
-0.008299279026687145,
0.059443067759275436,
0.04404532536864281,
0.03179200738668442,
0.052526287734508514,
0.046301621943712234,
0.0628601536154747,
-0.07812710106372833,
0.11109437793493271,
-0.03195378929376602,
0.019769636914134026,
0.027130402624607086,
-0.049803413450717926,
0.01637178286910057,
-0.007228235248476267,
-0.011231668293476105,
-0.03496051952242851,
-0.07462301105260849,
0.04919470474123955,
-0.09471765905618668,
-0.021404094994068146,
0.042514968663454056,
0.0443417988717556,
-0.041006334125995636,
-0.045749664306640625,
0.0573766715824604,
0.02023974247276783,
-0.050080928951501846,
0.005998860113322735,
0.02529619075357914,
0.04833998158574104,
-0.07054243981838226,
-0.04518212750554085,
-0.036918558180332184,
-1.9789072707268886e-33,
-0.03503065183758736,
0.0030813454650342464,
-0.09742588549852371,
0.08186144381761551,
-0.02663794532418251,
-0.012099352665245533,
0.0596267506480217,
0.0588044598698616,
-0.01451768260449171,
-0.029497036710381508,
-0.062958262860775,
0.032958585768938065,
0.05058937147259712,
0.008458591066300869,
-0.05401002988219261,
0.009527191519737244,
0.00842921994626522,
-0.06136828288435936,
0.03743639960885048,
0.0601547434926033,
-0.030923500657081604,
0.02123761549592018,
0.07676645368337631,
0.029053160920739174,
-0.056581370532512665,
0.05054793879389763,
-0.01917407102882862,
-0.07619470357894897,
0.0010678963735699654,
0.007844177074730396,
0.01629609614610672,
-0.07128768414258957,
-0.023962795734405518,
-0.03210648149251938,
0.001054174150340259,
-0.02167634293437004,
0.06368712335824966,
0.051894184201955795,
-0.029750417917966843,
0.0355856828391552,
0.001780614722520113,
-0.0039054511580616236,
-0.026664603501558304,
0.05720187723636627,
-0.021737318485975266,
-0.09629996865987778,
-0.07207390666007996,
-0.046105291694402695,
0.03170306608080864,
0.014127942733466625,
0.0073745371773839,
0.014968286268413067,
0.0045239729806780815,
0.0008934259531088173,
-0.0025571435689926147,
-0.0809379443526268,
-0.026645036414265633,
0.05310286581516266,
0.04834601655602455,
-0.03295190632343292,
0.035750385373830795,
-0.06635595858097076,
-0.04564175009727478,
-0.10281818360090256,
-0.013594978488981724,
0.0028925954829901457,
-0.01834513433277607,
-0.019066588953137398,
-0.08715683221817017,
0.10519944131374359,
0.0970311239361763,
-0.00715950271114707,
0.061409398913383484,
0.03772182762622833,
-0.029053499922156334,
0.024956760928034782,
0.05617990344762802,
0.007458718493580818,
0.12622030079364777,
-0.012451485730707645,
-0.01739213988184929,
0.052250590175390244,
0.11365101486444473,
-0.06998023390769958,
0.0341150164604187,
-0.02531857043504715,
-0.021745646372437477,
-0.04505176097154617,
0.02385171316564083,
0.0016564190154895186,
0.0004839400062337518,
0.0050310855731368065,
-0.08072865754365921,
0.08265405893325806,
0.03989890217781067,
-3.4533250925505854e-8,
0.02427556738257408,
0.04418312385678291,
0.02888943813741207,
-0.011572501622140408,
-0.01325889304280281,
-0.05867323279380798,
0.07044672966003418,
0.1811470240354538,
0.026233308017253876,
-0.017928283661603928,
0.018615426495671272,
-0.08659006655216217,
-0.1422334909439087,
-0.026638822630047798,
0.09340006858110428,
0.11152400821447372,
0.021701142191886902,
-0.05508445203304291,
0.004690804984420538,
-0.05531966686248779,
-0.04560267552733421,
0.036304909735918045,
0.03958079218864441,
-0.04022024944424629,
-0.030307654291391373,
0.005356354173272848,
0.04202507063746452,
0.014559639617800713,
0.012820438481867313,
-0.06586454063653946,
0.09124857187271118,
-0.018704434856772423,
-0.0230699609965086,
-0.025179294869303703,
0.09484626352787018,
0.03212817758321762,
-0.05992589890956879,
-0.014451210387051105,
0.014240849763154984,
0.017364347353577614,
-0.08212397247552872,
-0.082071952521801,
-0.0019653374329209328,
-0.025895921513438225,
0.014635303057730198,
0.014606942422688007,
-0.08719989657402039,
-0.03053974360227585,
-0.07147561758756638,
0.10141251236200333,
0.08062916249036789,
-0.00793907605111599,
-0.021002819761633873,
0.052475083619356155,
0.04425108805298805,
0.021350834518671036,
0.02862142026424408,
-0.05476703494787216,
-0.005608553998172283,
0.06922081857919693,
-0.015887681394815445,
0.06368955969810486,
0.049875907599925995,
0.06108136847615242
] | p | For instance, in case of sentence transformers, which somebody’s checked out with Transformers the package and PyTorch, you get a docker image of roughly five GB. | [
"blog",
"blog/fast-embed-models"
] | 15,915 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.11510680615901947,
0.03286803886294365,
-0.046597111970186234,
-0.010499909520149231,
0.001074945437721908,
-0.05034162849187851,
-0.02584771439433098,
0.03935454040765762,
0.023792320862412453,
0.021767716854810715,
0.03657322749495506,
0.12083300948143005,
-0.031167712062597275,
0.019225452095270157,
0.051323872059583664,
0.019542351365089417,
0.046532463282346725,
-0.10420902073383331,
0.011129464954137802,
-0.012846177443861961,
0.08257582038640976,
-0.042024292051792145,
-0.008238929323852062,
0.007188806775957346,
0.03570599481463432,
0.005770939402282238,
0.007497359998524189,
-0.024810485541820526,
0.03715573623776436,
0.014641215093433857,
-0.017927760258316994,
0.0924597978591919,
-0.01943984627723694,
0.0077182939276099205,
0.03942776843905449,
0.00764870410785079,
-0.03557763621211052,
-0.014093850739300251,
0.01016580406576395,
-0.04464668035507202,
-0.007463938090950251,
0.06368593871593475,
0.03376391902565956,
0.04705171659588814,
0.05348442122340202,
0.06542685627937317,
-0.06188865751028061,
-0.007567815016955137,
0.03854312002658844,
-0.05045675113797188,
0.000266585178906098,
0.05658784136176109,
-0.013120180927217007,
-0.033978238701820374,
-0.0594077967107296,
0.0218734759837389,
0.02011457271873951,
-0.03906070441007614,
0.016985991969704628,
0.030710099264979362,
-0.04865828529000282,
0.004554293118417263,
-0.008368031121790409,
-0.021182548254728317,
-0.00557864410802722,
-0.046376749873161316,
0.02318727783858776,
-0.031398992985486984,
-0.042416688054800034,
0.07985738664865494,
-0.035563088953495026,
-0.0027162530459463596,
-0.0075715831480920315,
-0.013939345255494118,
-0.08240950852632523,
-0.050258636474609375,
0.017338307574391365,
-0.006011419929563999,
0.036102309823036194,
-0.05339894816279411,
-0.00041482714004814625,
-0.0266916174441576,
0.030575940385460854,
-0.007993010804057121,
0.08803761750459671,
0.009088876657187939,
0.008047849871218204,
-0.08807490766048431,
-0.0817713588476181,
-0.01716787740588188,
-0.011602817103266716,
0.029400354251265526,
0.016470978036522865,
0.06543702632188797,
0.004303271416574717,
0.014807013794779778,
0.01990991272032261,
-0.026479113847017288,
-0.051107436418533325,
0.007862255908548832,
0.012085790745913982,
0.09205588698387146,
0.03888791427016258,
0.047159697860479355,
-0.043274328112602234,
0.0013935682363808155,
-0.0019021143671125174,
0.09053069353103638,
-0.042789388447999954,
0.009857787750661373,
0.00914525892585516,
0.03488493338227272,
0.0242084339261055,
0.04510211572051048,
0.051666129380464554,
0.0007409394020214677,
-0.11083804816007614,
-0.0061052106320858,
-0.00516304187476635,
0.09385069459676743,
0.0040490347892045975,
-0.03814896196126938,
-0.021454138681292534,
-0.027525857090950012,
-0.06417319178581238,
-0.059181977063417435,
-0.03714803233742714,
-1.1059364929932941e-33,
0.02386687509715557,
-0.025081543251872063,
-0.028318792581558228,
-0.09937460720539093,
-0.06160178780555725,
-0.033185817301273346,
-0.07271399348974228,
0.0003831411595456302,
-0.011722047813236713,
0.021323179826140404,
-0.018387533724308014,
-0.06255502998828888,
-0.03514363244175911,
0.025791998952627182,
0.10028474777936935,
-0.07329271733760834,
0.008905962109565735,
0.06099791079759598,
0.023037489503622055,
-0.027684327214956284,
0.03471463546156883,
-0.09689692407846451,
-0.021443907171487808,
-0.07167578488588333,
0.06168507784605026,
0.00985734537243843,
0.051543183624744415,
0.007822249084711075,
0.023304684087634087,
0.024215595796704292,
0.006813484709709883,
-0.11397680640220642,
-0.016979942098259926,
-0.04846556857228279,
0.06383194774389267,
-0.01874212548136711,
0.0492425411939621,
-0.017977140843868256,
0.005850644316524267,
-0.0019009162206202745,
-0.01915856823325157,
0.04685619845986366,
0.030429964885115623,
-0.12396999448537827,
-0.11033803224563599,
0.01027916744351387,
0.04436938092112541,
-0.05906927213072777,
-0.07339770346879959,
0.06339036673307419,
-0.039794087409973145,
-0.013126658275723457,
0.005199979990720749,
0.08594702929258347,
0.03456193581223488,
-0.011638227850198746,
0.09172132611274719,
0.06969171017408371,
0.10672379285097122,
0.13907967507839203,
-0.057918719947338104,
-0.022678587585687637,
-0.004540066700428724,
0.010521378368139267,
0.0006393062067218125,
0.06434068083763123,
0.10024847090244293,
0.10383079946041107,
-0.07338129729032516,
0.07566989958286285,
-0.03281703218817711,
-0.06644220650196075,
0.08384915441274643,
0.042991895228624344,
-0.06334195286035538,
0.015363424085080624,
-0.025884924456477165,
-0.045382339507341385,
-0.0978701263666153,
0.0034039465244859457,
0.004560085479170084,
-0.047226596623659134,
0.06127172335982323,
0.010266238823533058,
-0.0031504679936915636,
0.034992292523384094,
0.004879198502749205,
0.023643502965569496,
-0.02666959911584854,
0.07008142024278641,
0.003485120600089431,
0.023716719821095467,
0.08116080611944199,
-0.020639242604374886,
-0.05938410758972168,
1.802528200476843e-33,
-0.06586172431707382,
-0.0020376730244606733,
-0.011103940196335316,
0.03249572589993477,
-0.017327964305877686,
-0.012576894834637642,
0.01914367824792862,
0.013496006838977337,
-0.10341187566518784,
-0.032124947756528854,
0.00695832958444953,
0.04495866224169731,
-0.04911062493920326,
0.010434894822537899,
0.09654883295297623,
-0.01115992572158575,
0.029878508299589157,
-0.007120268419384956,
0.02417515590786934,
0.005066181067377329,
-0.04884704202413559,
0.08539111167192459,
0.02928665280342102,
-0.03729114681482315,
-0.06354200094938278,
0.04494330659508705,
-0.13856706023216248,
0.08283224701881409,
-0.0146328154951334,
0.03861067071557045,
0.04347449541091919,
-0.023269690573215485,
-0.0031650823075324297,
-0.01933664083480835,
-0.0020250536035746336,
-0.06369990855455399,
0.01355261541903019,
-0.014114727266132832,
0.008590295910835266,
-0.007586081512272358,
0.0631868988275528,
0.08025167137384415,
-0.04420429840683937,
-0.06507977843284607,
0.03980906680226326,
0.00851354282349348,
-0.03752943128347397,
-0.0741884708404541,
0.1088261529803276,
-0.00899775605648756,
0.02342895045876503,
-0.058369215577840805,
0.06422454863786697,
0.03213200345635414,
0.0020614175591617823,
-0.07910621166229248,
0.07285857200622559,
0.057978563010692596,
0.08445876836776733,
-0.12388153374195099,
0.12803040444850922,
-0.025918137282133102,
-0.060742419213056564,
-0.07546480745077133,
0.08546663075685501,
-0.016551975160837173,
0.04446336627006531,
0.06856846064329147,
0.009018526412546635,
0.022771932184696198,
0.004399251192808151,
-0.0026953669730573893,
0.03685315325856209,
0.030042657628655434,
-0.0422905869781971,
0.015444764867424965,
0.008830495178699493,
0.0467987097799778,
0.03841685503721237,
-0.056566983461380005,
-0.007791266776621342,
0.05593901500105858,
0.010325239039957523,
-0.06276282668113708,
-0.04484543204307556,
-0.05672748014330864,
-0.1070808470249176,
-0.0823444128036499,
-0.06506842374801636,
-0.001965269912034273,
-0.0984567254781723,
-0.03897562623023987,
-0.059608299285173416,
0.06593114882707596,
-0.06359820812940598,
-1.8696699299880493e-8,
0.023915087804198265,
-0.1024785190820694,
0.0768798440694809,
0.06894346326589584,
0.022673342376947403,
-0.06109613925218582,
0.03718266636133194,
0.09518725425004959,
0.10158155113458633,
-0.0005844220868311822,
0.11634206771850586,
-0.0871187075972557,
-0.07262854278087616,
-0.031782254576683044,
0.04897359013557434,
-0.03305015340447426,
-0.05811377242207527,
-0.03586163371801376,
0.004015961196273565,
-0.05279354006052017,
0.012116452679038048,
0.036061786115169525,
0.03236020728945732,
0.038145072758197784,
0.07606809586286545,
0.02581777423620224,
0.009503711014986038,
0.045993197709321976,
0.03478948771953583,
-0.07537021487951279,
-0.0510353222489357,
-0.014363782480359077,
0.016339341178536415,
-0.06019413098692894,
0.06713798642158508,
0.03642372414469719,
-0.000355253170710057,
0.05581134185194969,
0.09709402918815613,
-0.011263852939009666,
-0.03169086575508118,
-0.1088581383228302,
0.0077791414223611355,
0.05999254435300827,
0.04518041014671326,
-0.02435947023332119,
-0.03536418080329895,
0.02250794880092144,
0.027431746944785118,
-0.048751529306173325,
0.005840233527123928,
0.006802542135119438,
0.04170192405581474,
-0.034208375960588455,
0.01285549346357584,
-0.06939035654067993,
-0.04626533016562462,
0.06333757191896439,
-0.06835941970348358,
0.02433529496192932,
0.05402285233139992,
-0.02187558263540268,
-0.00418689614161849,
0.06983944773674011
] | p | The Ram consumption is not that high by the way. | [
"blog",
"blog/fast-embed-models"
] | 15,916 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
-0.09608615189790726,
0.07705479860305786,
-0.06058966740965843,
-0.004495898727327585,
0.006069875322282314,
-0.00243276241235435,
0.042605191469192505,
-0.06587164849042892,
-0.08426521718502045,
-0.06351704895496368,
-0.04755546525120735,
0.031753186136484146,
0.001425979076884687,
0.06783382594585419,
0.04069909080862999,
0.043122049421072006,
-0.0063277301378548145,
-0.11767116189002991,
-0.040259771049022675,
0.02035977691411972,
-0.07428281754255295,
0.12972363829612732,
0.061408113688230515,
-0.047299813479185104,
0.022473711520433426,
-0.03849375247955322,
0.04065592959523201,
0.02138730324804783,
0.04063704237341881,
0.03223388269543648,
0.03406446427106857,
0.0433238223195076,
-0.007152420002967119,
-0.011649209074676037,
-0.05172154679894447,
-0.00034060681355185807,
-0.07445261627435684,
-0.02454368770122528,
0.018568992614746094,
-0.0054581123404204845,
-0.04030611738562584,
-0.0639592707157135,
-0.02294427528977394,
0.045448850840330124,
-0.06230279058218002,
-0.0220811665058136,
-0.04945698380470276,
-0.03376325964927673,
0.08488573879003525,
-0.017058908939361572,
-0.0002763142401818186,
-0.010720623657107353,
-0.002331528812646866,
-0.0021298895590007305,
0.06874918192625046,
-0.017445718869566917,
-0.052630625665187836,
-0.06425328552722931,
0.03465887904167175,
0.043235644698143005,
-0.04409350827336311,
0.022071342915296555,
-0.14439187943935394,
0.15357694029808044,
-0.059287626296281815,
-0.05712216719985008,
0.042680591344833374,
-0.023943666368722916,
0.02303049899637699,
0.07119253277778625,
0.08096552640199661,
-0.03760678321123123,
0.08979614078998566,
-0.051660362631082535,
0.07950326800346375,
0.04928296431899071,
0.03450063616037369,
0.01771726831793785,
0.07409143447875977,
0.04643784463405609,
0.017709968611598015,
-0.0010046456009149551,
-0.03853686898946762,
-0.052829816937446594,
0.04627639055252075,
-0.004125945270061493,
0.05354026332497597,
0.029910456389188766,
0.036915238946676254,
0.04099172353744507,
-0.12140734493732452,
-0.08487001061439514,
0.06065794825553894,
0.03567102551460266,
-0.04647315293550491,
-0.06132563203573227,
-0.002422502264380455,
0.043281227350234985,
-0.048456888645887375,
0.06379614770412445,
0.02459440752863884,
0.04912307485938072,
-0.026008637621998787,
0.12065800279378891,
0.03909233957529068,
-0.0314524881541729,
0.06756226718425751,
-0.019919676706194878,
-0.0018345052376389503,
-0.03412133455276489,
-0.021540360525250435,
-0.06707749515771866,
-0.05067981407046318,
0.09058823436498642,
-0.032850589603185654,
0.09184633940458298,
-0.04220364987850189,
0.03444929048418999,
-0.023717083036899567,
0.007874773815274239,
0.012697257101535797,
0.054128848016262054,
0.011644501239061356,
0.012435504235327244,
0.03108629584312439,
-0.08204914629459381,
0.012202472425997257,
-5.2584777348035296e-33,
-0.0035855723544955254,
-0.043069988489151,
0.04555206000804901,
-0.006206473335623741,
0.03162982687354088,
-0.0072344508953392506,
-0.04984169080853462,
-0.02778642065823078,
-0.03544039651751518,
0.05697733536362648,
0.06240890175104141,
-0.05011367425322533,
-0.040795501321554184,
0.012778952717781067,
0.029968244954943657,
0.05100781098008156,
0.007875929586589336,
0.0074793086387217045,
0.0426393523812294,
-0.02001873031258583,
0.03292745724320412,
0.06573592126369476,
-0.005368492100387812,
-0.005542651750147343,
-0.0906781256198883,
-0.0034438481088727713,
0.030040865764021873,
-0.06879808008670807,
0.011304344981908798,
0.020725315436720848,
-0.03704848885536194,
0.015116405673325062,
0.007932300679385662,
-0.02353896014392376,
0.06293193250894547,
-0.0273714829236269,
-0.012435518205165863,
-0.04603446274995804,
-0.018705107271671295,
0.024815427139401436,
-0.028360441327095032,
-0.0261630080640316,
-0.016978666186332703,
0.02357030101120472,
0.03510601073503494,
0.08207979053258896,
0.03983546793460846,
0.007841547019779682,
-0.05858910083770752,
0.041998036205768585,
0.016817918047308922,
0.0027443270664662123,
0.019355282187461853,
0.0681072324514389,
-0.02660737745463848,
-0.01983877457678318,
0.0030482527799904346,
-0.012663652189075947,
0.06568946689367294,
0.036999352276325226,
-0.01842568628489971,
0.026663577184081078,
0.047268789261579514,
-0.07035177201032639,
-0.0835350900888443,
0.004636651370674372,
-0.05955309048295021,
-0.006966561544686556,
0.0506606251001358,
-0.003602713579311967,
-0.038411784917116165,
0.04465210810303688,
0.04251004382967949,
-0.0228990837931633,
-0.024625366553664207,
0.01362474076449871,
0.0033033345825970173,
-0.045176442712545395,
0.040754977613687515,
-0.0396546795964241,
0.007964623160660267,
-0.02767101675271988,
0.030936168506741524,
-0.02281899005174637,
0.05530227720737457,
0.0299999937415123,
0.041464678943157196,
0.036219652742147446,
0.02730572037398815,
-0.09261471778154373,
-0.19285781681537628,
-0.005878035444766283,
-0.055583421140909195,
0.03351850435137749,
-0.04735063388943672,
2.2435777216671962e-33,
-0.13032390177249908,
-0.04163330793380737,
-0.012140101753175259,
0.06869930773973465,
0.005632171407341957,
-0.011470352299511433,
0.06198807805776596,
0.013794300146400928,
-0.07828322052955627,
0.08218890428543091,
0.11451499909162521,
-0.06556778401136398,
-0.02440144494175911,
0.02071608044207096,
-0.03286674991250038,
0.06329343467950821,
0.08100933581590652,
-0.08748959749937057,
-0.01779884286224842,
-0.07110422104597092,
0.024705374613404274,
0.011085927486419678,
-0.029069876298308372,
0.0741928443312645,
-0.025394346565008163,
0.11165411025285721,
-0.06639079749584198,
0.013409796170890331,
-0.07190027832984924,
0.02852637879550457,
0.018312662839889526,
-0.07371430844068527,
-0.01456760335713625,
-0.022826319560408592,
0.006025156006217003,
0.002463580807670951,
-0.04792628064751625,
0.0008722641505300999,
-0.0061736684292554855,
-0.02372204326093197,
0.06347106397151947,
-0.035902369767427444,
-0.005971813108772039,
0.14023743569850922,
-0.02913314290344715,
-0.043211229145526886,
0.07742208987474442,
0.00033954469836317003,
0.014564904384315014,
-0.005648409947752953,
-0.10551576316356659,
-0.005527622066438198,
-0.017379146069288254,
0.025973286479711533,
-0.060880981385707855,
0.024344686418771744,
-0.020887991413474083,
-0.021770350635051727,
0.0005056238733232021,
-0.026598606258630753,
-0.005400420632213354,
-0.02170931175351143,
-0.024273483082652092,
0.05506284162402153,
-0.029238326475024223,
0.020995814353227615,
-0.028173217549920082,
0.003927160520106554,
-0.010210209526121616,
0.03433264419436455,
0.13798826932907104,
-0.014872425235807896,
-0.11516658961772919,
-0.0033222143538296223,
-0.01529727317392826,
-0.0631701648235321,
-0.02940472960472107,
-0.045579541474580765,
0.045826561748981476,
-0.10567183047533035,
-0.02289741300046444,
-0.006045594345778227,
-0.0045415316708385944,
0.04166721925139427,
-0.008402793668210506,
0.005230947397649288,
0.025521360337734222,
-0.13501743972301483,
-0.016423923894762993,
0.12433578073978424,
-0.0009692680323496461,
0.0422782339155674,
0.06602733582258224,
-0.001522596227005124,
0.04344356805086136,
-1.7489028891759517e-8,
-0.0012532157124951482,
0.0228909719735384,
-0.0447872132062912,
0.018137289211153984,
0.0055790189653635025,
0.0763963982462883,
-0.0540090948343277,
0.019442010670900345,
0.015227782540023327,
0.028552282601594925,
0.07202352583408356,
-0.027320679277181625,
-0.0032012953888624907,
0.03287829831242561,
0.06696619093418121,
0.05711786076426506,
-0.06106662005186081,
-0.11068598181009293,
-0.03839239478111267,
0.0869179368019104,
-0.024904746562242508,
0.009542257525026798,
-0.022916464135050774,
0.008548594079911709,
0.02574651874601841,
-0.011381368152797222,
0.0035941540263593197,
0.006004800088703632,
0.05069098621606827,
0.041004251688718796,
0.08499940484762192,
-0.0692061334848404,
-0.06370262056589127,
-0.03072068840265274,
0.06435170769691467,
-0.06458564847707748,
-0.0467657670378685,
0.01573592610657215,
-0.021703358739614487,
-0.05269991606473923,
-0.02893238142132759,
0.04170418903231621,
0.006992009934037924,
0.02521686814725399,
-0.04107377678155899,
-0.004283412825316191,
-0.016300763934850693,
-0.1327134668827057,
-0.023482736200094223,
-0.07066339254379272,
0.003552340669557452,
0.03388965129852295,
-0.024716030806303024,
0.013885620050132275,
0.08792070299386978,
0.0011201740708202124,
-0.022033385932445526,
-0.003472311422228813,
0.0375668928027153,
0.012050976045429707,
0.131529301404953,
0.03593770042061806,
0.09522761404514313,
0.09288692474365234
] | p | Right. | [
"blog",
"blog/fast-embed-models"
] | 15,917 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.02505006454885006,
-0.004332598298788071,
0.008296865969896317,
-0.01152191311120987,
0.04528661444783211,
-0.02815861441195011,
-0.10920131206512451,
0.08240273594856262,
0.014080025255680084,
0.028612257912755013,
0.03438785299658775,
0.045528411865234375,
0.018597494810819626,
-0.014156568795442581,
-0.08602073788642883,
-0.02360783889889717,
0.04644779860973358,
-0.10045604407787323,
-0.01110672578215599,
0.02728188782930374,
0.0519462488591671,
0.009612747468054295,
-0.02287895418703556,
-0.021579476073384285,
-0.036758679896593094,
0.0440322607755661,
0.043191682547330856,
0.040949854999780655,
0.03278845548629761,
-0.03971245512366295,
-0.01179140992462635,
0.050711750984191895,
0.04627841338515282,
0.043718159198760986,
0.06478362530469894,
-0.023814085870981216,
-0.022536633536219597,
-0.030647939071059227,
0.059080787003040314,
-0.07814119756221771,
0.07309640198945999,
0.09932810068130493,
0.054906658828258514,
0.04378320276737213,
0.04652027413249016,
-0.020430313423275948,
0.018814008682966232,
-0.031070543453097343,
0.0396120585501194,
-0.07549217343330383,
0.007133160717785358,
-0.0014884955016896129,
-0.06774003803730011,
0.022611571475863457,
-0.03256761282682419,
-0.09690278768539429,
0.00023153949587140232,
-0.00849579181522131,
-0.01446393970400095,
0.07587156444787979,
-0.036860786378383636,
-0.07257483899593353,
-0.06894440203905106,
0.042894382029771805,
0.011421446688473225,
0.04274239391088486,
-0.027050267904996872,
-0.09008534252643585,
0.007479006424546242,
-0.028444351628422737,
-0.009280418045818806,
0.001443036599084735,
-0.03723522648215294,
0.08290737122297287,
-0.024770844727754593,
-0.058907054364681244,
0.05771661177277565,
0.11211778223514557,
0.048696938902139664,
0.0688382238149643,
-0.061856709420681,
-0.04400893300771713,
-0.012016703374683857,
-0.05872683227062225,
0.016839684918522835,
0.031795378774404526,
0.012320391833782196,
-0.08259566128253937,
-0.03405125066637993,
-0.12788788974285126,
-0.03089538775384426,
0.01019470114260912,
-0.030585844069719315,
0.019122282043099403,
-0.06828028708696365,
-0.010039124637842178,
-0.017128635197877884,
-0.009658909402787685,
0.04520655423402786,
0.05313136801123619,
0.04949048161506653,
0.07321608066558838,
0.12684136629104614,
-0.02146126702427864,
-0.00002956394018838182,
-0.0964086651802063,
0.05418279394507408,
0.11673566699028015,
-0.051749251782894135,
-0.014602091163396835,
-0.002044821158051491,
0.0007216816884465516,
-0.07871723175048828,
0.05211503431200981,
0.12338904291391373,
-0.05645754933357239,
-0.09365835785865784,
0.04112125560641289,
0.01831459440290928,
0.01867496222257614,
0.028667006641626358,
-0.010043013840913773,
-0.017017357051372528,
-0.061104364693164825,
-0.03682464733719826,
-0.011984745971858501,
0.01610107347369194,
-2.3993937223015137e-33,
0.04154421389102936,
0.10734421014785767,
-0.009731972590088844,
-0.022684702649712563,
0.036804065108299255,
0.0540141835808754,
0.059271249920129776,
0.0962410494685173,
-0.004087742418050766,
0.059769704937934875,
-0.09528787434101105,
0.011701693758368492,
-0.06464189291000366,
0.07697539776563644,
0.06360127031803131,
-0.038208212703466415,
-0.06478781998157501,
0.05130118131637573,
-0.030254216864705086,
-0.01378850918263197,
0.06763244420289993,
-0.04326226934790611,
0.07511191070079803,
-0.027549542486667633,
0.05669262632727623,
0.027637172490358353,
0.0878572091460228,
-0.039831310510635376,
0.0192444808781147,
0.04760769382119179,
-0.016711678355932236,
-0.08411014825105667,
-0.009555905126035213,
-0.09706392884254456,
0.04194079339504242,
-0.009623042307794094,
-0.03185544162988663,
-0.10745284706354141,
-0.0029181900899857283,
0.0007868374814279377,
0.004412857815623283,
-0.004498341120779514,
-0.0733613446354866,
-0.057263895869255066,
-0.09911929070949554,
-0.024901581928133965,
0.033170413225889206,
-0.08378560096025467,
0.02559673599898815,
0.03780556842684746,
0.03460162505507469,
-0.02856394089758396,
0.027980340644717216,
0.0211458932608366,
0.019360754638910294,
0.0060518295504152775,
0.1054939404129982,
0.040630653500556946,
0.06218797340989113,
0.10320857912302017,
-0.047752272337675095,
-0.036576852202415466,
0.05434676632285118,
0.07044223695993423,
0.08651968836784363,
0.04812498763203621,
0.011500304564833641,
-0.00695020379498601,
-0.010979514569044113,
0.028632408007979393,
0.008336132392287254,
-0.07384205609560013,
0.05843701958656311,
-0.03988685831427574,
-0.029012251645326614,
-0.07747110724449158,
-0.07063915580511093,
-0.03772098198533058,
-0.11859329789876938,
0.08218182623386383,
-0.08959092199802399,
-0.09076926112174988,
-0.003293260931968689,
0.012456943280994892,
-0.03423291817307472,
0.030275965109467506,
0.05279101803898811,
0.003904166631400585,
-0.042731720954179764,
0.0069791534915566444,
0.014257524162530899,
0.11918750405311584,
-0.008654017001390457,
-0.007290347944945097,
0.01139438059180975,
1.4723075927598767e-33,
-0.005595935508608818,
-0.009649453684687614,
0.011597833596169949,
-0.004702375736087561,
-0.046580489724874496,
-0.05174535512924194,
-0.006822381634265184,
0.13714945316314697,
-0.14221526682376862,
-0.005050868261605501,
-0.0069024465046823025,
-0.008542848750948906,
0.09389594942331314,
-0.026379160583019257,
-0.02064107358455658,
0.03149346262216568,
0.026816612109541893,
-0.11415418237447739,
0.040139179676771164,
0.007855921052396297,
-0.0611707828938961,
0.037489358335733414,
0.05617731809616089,
-0.02958057075738907,
-0.0008448868175037205,
-0.026328306645154953,
-0.04725756123661995,
0.06887893378734589,
0.0377369225025177,
-0.010792717337608337,
-0.03431961312890053,
-0.0889427661895752,
0.021597260609269142,
0.022314144298434258,
-0.009600715711712837,
-0.015220855362713337,
0.057808808982372284,
0.020069550722837448,
0.020798539742827415,
0.03810419142246246,
0.020374445244669914,
-0.02625156007707119,
-0.07334112375974655,
-0.09476402401924133,
0.06507645547389984,
-0.04102431982755661,
0.031155841425061226,
-0.03912682086229324,
0.057174503803253174,
-0.03026466816663742,
0.060513779520988464,
0.021232379600405693,
0.04725286364555359,
0.02066976949572563,
-0.00388123607262969,
-0.027828535065054893,
0.030088409781455994,
0.005754570476710796,
0.05844669044017792,
-0.09133084863424301,
0.014102143235504627,
-0.046574950218200684,
-0.02833547070622444,
0.028889140114188194,
-0.03614768758416176,
-0.052766069769859314,
0.048187606036663055,
-0.05976459011435509,
-0.027100224047899246,
0.05662760138511658,
-0.030347775667905807,
-0.035385310649871826,
0.02878379635512829,
0.08520521968603134,
-0.05782996490597725,
0.009540264494717121,
0.01314751710742712,
0.0388038232922554,
0.11035701632499695,
-0.020009269937872887,
0.007257962599396706,
0.11063897609710693,
0.058601684868335724,
-0.00868862122297287,
0.04442765936255455,
0.011471162550151348,
-0.009690704755485058,
-0.017583288252353668,
-0.0970696210861206,
0.012215590104460716,
-0.04342788830399513,
0.050487663596868515,
0.0036930774804204702,
-0.0028921891935169697,
-0.00038091489113867283,
-2.7198748142609475e-8,
0.012124168686568737,
0.009998616762459278,
0.050108928233385086,
0.03439145162701607,
-0.003104217816144228,
-0.0992109626531601,
0.011170098558068275,
0.012493211776018143,
0.06946723163127899,
0.06567864120006561,
0.026122769340872765,
-0.0685819536447525,
-0.10319337248802185,
0.03871830925345421,
-0.006444419268518686,
-0.02525654435157776,
-0.03688257932662964,
-0.03903483226895332,
-0.022511513903737068,
0.00038864233647473156,
0.04463902860879898,
0.00897227879613638,
0.013723382726311684,
-0.03963497653603554,
0.10781783610582352,
-0.013742412440478802,
-0.056415390223264694,
0.05067862942814827,
0.0006780861876904964,
-0.07581265270709991,
-0.008259349502623081,
-0.021510250866413116,
-0.024758463725447655,
0.02694728411734104,
0.0192143302410841,
-0.010609635151922703,
-0.03537536412477493,
0.06198412925004959,
0.061306681483983994,
-0.05000514164566994,
0.05879577621817589,
-0.08800064772367477,
-0.011619044467806816,
-0.0044912490993738174,
0.06107308343052864,
0.00007797440775902942,
-0.04842057079076767,
-0.035386111587285995,
-0.032486893236637115,
0.08845822513103485,
-0.003768418449908495,
0.030638767406344414,
-0.056659869849681854,
-0.0011181130539625883,
-0.06296569854021072,
-0.03773471713066101,
0.01203210186213255,
-0.060234420001506805,
-0.04763852432370186,
0.03282720968127251,
0.021947909146547318,
0.01295531913638115,
-0.019426673650741577,
0.04064330458641052
] | p | The size is quite large and of that the model is just 400 MB. | [
"blog",
"blog/fast-embed-models"
] | 15,918 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(25) | [
0.010279940441250801,
-0.07672532647848129,
0.011208271607756615,
-0.043846677988767624,
0.051498159766197205,
-0.06520445644855499,
-0.06552130728960037,
0.030049722641706467,
-0.025950102135539055,
0.031265802681446075,
0.0743844136595726,
0.03756846487522125,
-0.07807112485170364,
0.004384991247206926,
0.03385902941226959,
0.047194141894578934,
0.057581670582294464,
-0.13535107672214508,
-0.07426979392766953,
0.030605392530560493,
-0.02879732847213745,
-0.05146423727273941,
-0.02211344800889492,
-0.013795520178973675,
0.006496308371424675,
-0.012617433443665504,
-0.06596037745475769,
0.010822784155607224,
0.002934589982032776,
-0.07736559957265854,
0.03541592136025429,
0.0887075886130333,
0.014912467449903488,
-0.030466783791780472,
0.026894662529230118,
0.11321824043989182,
0.00809489656239748,
-0.029635440558195114,
-0.011848118156194687,
-0.007886640727519989,
0.013826492242515087,
0.14226055145263672,
0.10397632420063019,
0.04991601034998894,
-0.043404076248407364,
-0.07179685682058334,
-0.03427595645189285,
-0.03286675736308098,
0.04598593711853027,
-0.07412534207105637,
-0.03809255361557007,
0.037696823477745056,
-0.029928257688879967,
-0.03338427469134331,
0.06141955405473709,
-0.051509272307157516,
0.009997471235692501,
0.029474155977368355,
-0.05433652177453041,
0.06569808721542358,
-0.07306179404258728,
0.035431839525699615,
-0.022861799225211143,
-0.004704667720943689,
0.013052265159785748,
0.0017769407713785768,
0.035642676055431366,
-0.08793164789676666,
-0.03333393856883049,
0.006879300344735384,
-0.08122403919696808,
0.009261203929781914,
0.02680061198771,
0.08144482970237732,
-0.0004130326269660145,
-0.0028805513866245747,
0.019280916079878807,
0.008451608009636402,
-0.00010500173812033609,
-0.06123162806034088,
-0.08930119127035141,
-0.017339546233415604,
0.014152104035019875,
0.006240101996809244,
0.05509548261761665,
0.003582953941076994,
0.06206626072525978,
-0.1274770051240921,
-0.025738628581166267,
0.009715530090034008,
0.07360974699258804,
-0.07188118249177933,
0.07231387495994568,
0.05000746250152588,
-0.010137425735592842,
0.03305615112185478,
-0.0013284629676491022,
-0.011566477827727795,
-0.062476955354213715,
0.08529678732156754,
-0.027535976842045784,
0.010567349381744862,
0.09898573160171509,
0.06109887361526489,
-0.04702481999993324,
0.005821925587952137,
-0.03528860583901405,
0.0327591598033905,
-0.013518467545509338,
-0.007110730744898319,
0.012756898999214172,
-0.022474614903330803,
-0.007184256333857775,
-0.0024880438577383757,
0.002631566021591425,
-0.01910281740128994,
-0.006084217689931393,
-0.05363626405596733,
-0.0658586174249649,
0.048068027943372726,
0.042427338659763336,
0.008952940814197063,
-0.018473435193300247,
-0.010319581255316734,
-0.03793466463685036,
-0.011917106807231903,
0.03715378791093826,
-1.3544764982109314e-33,
0.0711950957775116,
0.00910118967294693,
-0.00970226526260376,
0.09374909102916718,
0.00139451096765697,
0.006760685238987207,
-0.02723945677280426,
0.0679621770977974,
-0.10122700780630112,
-0.03726761415600777,
-0.03502139821648598,
0.046889521181583405,
-0.03799047693610191,
0.05540712550282478,
0.10271389037370682,
-0.025605859234929085,
0.0338558554649353,
0.11444611102342606,
0.011541927233338356,
-0.05562800541520119,
0.01718328334391117,
-0.09151189774274826,
-0.01770327053964138,
-0.047621168196201324,
0.010858090594410896,
0.018957361578941345,
0.10006462782621384,
0.028764473274350166,
-0.030027732253074646,
-0.0030943185556679964,
-0.00723566859960556,
-0.021615823730826378,
0.019306981936097145,
-0.010792553424835205,
0.04496610164642334,
-0.025947969406843185,
-0.0595938116312027,
-0.034602124243974686,
-0.05567038059234619,
-0.08183646947145462,
0.00564437685534358,
0.04981457442045212,
-0.005704319104552269,
-0.0431891605257988,
0.03017578087747097,
-0.04358457401394844,
0.036089666187763214,
-0.03396947309374809,
0.0021579365711659193,
0.008637897670269012,
0.039403799921274185,
0.011502393521368504,
0.032168325036764145,
0.07184724509716034,
0.03608091175556183,
-0.00596494460478425,
0.0572839118540287,
0.060224711894989014,
0.1001444011926651,
0.007243673782795668,
-0.05570819973945618,
-0.03631124272942543,
0.0008436469361186028,
0.062082577496767044,
0.1000133827328682,
0.08495889604091644,
-0.08196868747472763,
0.019590113312005997,
0.038870591670274734,
0.0768517255783081,
-0.01587727852165699,
-0.043492641299963,
0.08556830137968063,
0.04404980689287186,
0.03575655072927475,
-0.020370468497276306,
-0.043845389038324356,
-0.08631753921508789,
-0.06663679331541061,
0.038015514612197876,
-0.06085696071386337,
-0.019797638058662415,
0.03385256230831146,
-0.04040078446269035,
-0.04448191449046135,
-0.07899150252342224,
0.0334949791431427,
0.03692593798041344,
-0.024154266342520714,
0.04231635108590126,
0.03273184597492218,
0.028484303504228592,
0.05285922437906265,
-0.07063755393028259,
-0.07974496483802795,
9.538950230865662e-34,
-0.07425850629806519,
0.004411503206938505,
0.04025701433420181,
0.004627797286957502,
0.05943003296852112,
0.02159493789076805,
-0.07180202007293701,
0.01521721575409174,
-0.05783563479781151,
0.07213194668292999,
-0.006133209448307753,
-0.03028707206249237,
0.05733527988195419,
-0.028268326073884964,
0.04105141758918762,
0.045378271490335464,
0.020402563735842705,
-0.03171158581972122,
0.08393757790327072,
-0.01791517250239849,
-0.031952351331710815,
0.11636292934417725,
0.046449895948171616,
0.0033380589447915554,
0.012109236791729927,
0.029844537377357483,
-0.07186322659254074,
-0.002721334807574749,
-0.018490375950932503,
0.05801457539200783,
0.03616293519735336,
0.026941219344735146,
-0.16772834956645966,
-0.05991116166114807,
-0.013162298128008842,
-0.030337752774357796,
-0.035723570734262466,
0.06030948832631111,
-0.08943131566047668,
-0.04905402660369873,
-0.0008382004452869296,
-0.03471942991018295,
-0.12953612208366394,
-0.048454657196998596,
-0.048521194607019424,
-0.07087069004774094,
0.040644582360982895,
-0.0027513655368238688,
0.04350676015019417,
-0.010305767878890038,
-0.012416176497936249,
-0.0071585229597985744,
0.05531054735183716,
-0.005651548970490694,
-0.000005239949132374022,
0.03592146188020706,
0.061122409999370575,
0.09769701957702637,
0.10994432121515274,
-0.06140018627047539,
0.009959927760064602,
-0.017009036615490913,
0.015350217930972576,
-0.10172557085752487,
0.02957339771091938,
-0.04296545311808586,
-0.05633172020316124,
0.07634931802749634,
0.03598006069660187,
0.046255044639110565,
-0.026424206793308258,
0.04791168496012688,
0.06715548038482666,
0.005999920889735222,
-0.04724652320146561,
0.02028200961649418,
0.017750656232237816,
0.05176786333322525,
0.0736449733376503,
0.011125373654067516,
0.008125449530780315,
0.023049652576446533,
0.10969466716051102,
0.01743251085281372,
0.010654314421117306,
-0.02354569546878338,
0.04800869897007942,
-0.023422975093126297,
0.00011867782450281084,
0.07302089780569077,
0.019086360931396484,
0.059974055737257004,
0.06807558238506317,
0.06125231459736824,
0.020847221836447716,
-1.732153087630195e-8,
0.07200340926647186,
-0.0034439247101545334,
-0.020854482427239418,
0.03913688287138939,
0.06406808644533157,
-0.055062249302864075,
0.02626459300518036,
0.11585275828838348,
-0.01465835515409708,
0.0891563668847084,
0.015102799981832504,
0.045001737773418427,
-0.061931461095809937,
0.06346677988767624,
0.04174469783902168,
-0.06485321372747421,
-0.08869925886392593,
-0.0175087358802557,
-0.0796128511428833,
-0.04464821144938469,
-0.043687883764505386,
-0.04021267592906952,
-0.01855069398880005,
0.012053332291543484,
0.021353213116526604,
-0.05742596089839935,
0.042683765292167664,
0.03772110491991043,
-0.012185352854430676,
0.002118935575708747,
0.023871343582868576,
-0.02533733658492565,
-0.07818492501974106,
-0.07712358981370926,
0.07365602254867554,
0.033907532691955566,
-0.0917138010263443,
-0.007663092575967312,
0.13108789920806885,
-0.06217304244637489,
-0.05569390207529068,
-0.0047542923130095005,
0.020646030083298683,
0.06917336583137512,
0.0039972346276044846,
-0.05436281859874725,
-0.11447376012802124,
-0.016376368701457977,
-0.028886182233691216,
-0.014523552730679512,
0.0011479236418381333,
0.02685730904340744,
-0.0910210832953453,
-0.044034313410520554,
0.029034916311502457,
-0.0009667357080616057,
0.026133466511964798,
-0.000029483828257070854,
-0.021651528775691986,
-0.04284655675292015,
-0.003516019321978092,
-0.021866753697395325,
0.051723942160606384,
-0.05015130341053009
] | p | So your dependencies are very large. | [
"blog",
"blog/fast-embed-models"
] | 15,919 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,920 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
-0.038389842957258224,
-0.030876515433192253,
-0.021631063893437386,
0.04897046089172363,
-0.012995023280382156,
-0.03172329440712929,
-0.05394279211759567,
0.01697603613138199,
0.06658454984426498,
0.010840384289622307,
0.020371992141008377,
0.060869645327329636,
0.023302407935261726,
0.025956040248274803,
0.06389989703893661,
-0.06863197684288025,
-0.03878249228000641,
-0.02422514744102955,
-0.07668580859899521,
-0.04985106736421585,
-0.009691189043223858,
-0.025222349911928177,
-0.1111825704574585,
0.014416567981243134,
-0.02166866324841976,
-0.036623165011405945,
-0.04240718483924866,
0.0036920488346368074,
0.06435229629278183,
-0.013662169687449932,
-0.039483342319726944,
0.01442348025739193,
0.040874212980270386,
0.04450507089495659,
-0.07059476524591446,
0.006826461758464575,
-0.017001541331410408,
-0.04764189571142197,
-0.14227844774723053,
0.05104425922036171,
0.12330949306488037,
-0.0353892482817173,
0.03049701265990734,
-0.021914983168244362,
0.008221562020480633,
0.027375318109989166,
0.001413236721418798,
0.032469697296619415,
0.04625672847032547,
0.0021239654161036015,
-0.010131810791790485,
-0.014340158551931381,
-0.08253946155309677,
0.017965100705623627,
-0.013698164373636246,
0.096527598798275,
0.0338229164481163,
-0.00924007873982191,
0.009456449188292027,
-0.05540629103779793,
-0.04990318417549133,
-0.004913269076496363,
0.006902504246681929,
0.025506891310214996,
0.11076986789703369,
0.03283996134996414,
0.04381440952420235,
-0.061940502375364304,
0.06256772577762604,
0.02135082334280014,
-0.05186544731259346,
-0.021782413125038147,
-0.007975424639880657,
-0.0030516437254846096,
0.0073702530935406685,
-0.016943590715527534,
0.018917107954621315,
-0.04357891529798508,
-0.005231591407209635,
0.01898614503443241,
-0.01081512589007616,
-0.015927907079458237,
0.0017756924498826265,
0.011259282939136028,
-0.009391396306455135,
-0.036005690693855286,
0.08770222216844559,
0.009471379220485687,
0.07190108299255371,
0.01615697331726551,
0.007205026224255562,
0.04549337178468704,
-0.03924308717250824,
0.0026859890203922987,
-0.10619072616100311,
0.036708444356918335,
-0.004698907490819693,
0.03248095512390137,
-0.024698590859770775,
-0.04828368127346039,
-0.00005072597923572175,
-0.07880723476409912,
-0.008244558237493038,
0.11176476627588272,
0.053477462381124496,
-0.0811215341091156,
0.011467051692306995,
-0.017576290294528008,
-0.010414077900350094,
-0.028367584571242332,
0.013634687289595604,
0.008809958584606647,
0.028949221596121788,
-0.002582260873168707,
0.06834548711776733,
-0.003839528188109398,
-0.05395963788032532,
-0.007926877588033676,
0.02277522161602974,
0.03577054291963577,
0.05879528075456619,
0.027794523164629936,
0.005712407641112804,
-0.0455738790333271,
-0.006715848576277494,
0.10812890529632568,
0.006054559722542763,
2.534692065972953e-34,
-0.009699984453618526,
-0.05471771955490112,
0.0467398539185524,
-0.002308136783540249,
0.011362219229340553,
-0.02495984546840191,
-0.09719390422105789,
0.05306539684534073,
-0.012615537270903587,
-0.007065534591674805,
0.05440748482942581,
0.047992538660764694,
-0.03658238425850868,
0.02587088569998741,
0.030090609565377235,
-0.10856983065605164,
0.05062715336680412,
0.03782760351896286,
-0.04673809930682182,
-0.000841118220705539,
0.0512319877743721,
-0.12744063138961792,
0.017213553190231323,
-0.01898246631026268,
0.07608691602945328,
-0.019649140536785126,
0.00021092336100991815,
0.011274599470198154,
-0.02136135660111904,
0.013139800168573856,
0.038116294890642166,
-0.047884583473205566,
-0.17435771226882935,
-0.014531529508531094,
0.031195297837257385,
-0.017957549542188644,
0.019718114286661148,
0.02422960102558136,
0.05727115273475647,
0.009143258444964886,
0.005197448190301657,
0.0029556001536548138,
-0.023758208379149437,
-0.06992960721254349,
-0.021815061569213867,
-0.0028197530191391706,
-0.006044869776815176,
0.02792300097644329,
-0.07280129194259644,
-0.03554268926382065,
0.054097872227430344,
0.06984392553567886,
0.056240372359752655,
-0.061156149953603745,
0.08635203540325165,
0.038775939494371414,
0.03402364253997803,
-0.013936999253928661,
-0.020183715969324112,
0.04555077478289604,
-0.15261997282505035,
-0.09429623186588287,
-0.021614553406834602,
-0.02382572554051876,
0.0010232250206172466,
0.05464621260762215,
0.00966118834912777,
0.0527806356549263,
-0.02221449464559555,
0.021631434559822083,
0.06571002304553986,
0.006720889825373888,
0.05323400720953941,
-0.02601131983101368,
-0.008564645424485207,
-0.04585310444235802,
0.02832673490047455,
0.043497804552316666,
-0.010583528317511082,
0.03467665612697601,
-0.030584972351789474,
0.05914013087749481,
0.04074559733271599,
0.008026985451579094,
-0.036677367985248566,
-0.11307863146066666,
0.024371642619371414,
0.007999714463949203,
-0.08876708149909973,
0.009914004243910313,
-0.04334627464413643,
-0.03238406777381897,
0.13297687470912933,
0.03707198053598404,
-0.05795401707291603,
-2.316933344604307e-34,
-0.0204364862293005,
-0.09139861166477203,
0.01672702468931675,
0.053416308015584946,
0.03137265890836716,
0.0047753844410181046,
0.04840170592069626,
0.126495361328125,
-0.0652654767036438,
0.04807830601930618,
0.04908525571227074,
-0.0228563342243433,
-0.06397475302219391,
-0.12285415083169937,
0.027524448931217194,
0.01863548904657364,
0.013093683868646622,
-0.01377954613417387,
0.03662729635834694,
0.022910254076123238,
0.015508620999753475,
-0.11174826323986053,
-0.04611274600028992,
0.009542123414576054,
0.03594566136598587,
0.010357213206589222,
-0.01735718362033367,
0.03550180047750473,
-0.025082247331738472,
-0.07027137279510498,
-0.07899317145347595,
0.01780226081609726,
0.004706668667495251,
-0.050205718725919724,
-0.08995557576417923,
0.043956756591796875,
-0.043713461607694626,
0.03296589478850365,
0.01728290505707264,
-0.01635051891207695,
0.12047775089740753,
-0.035757940262556076,
0.025627801194787025,
-0.05577441304922104,
0.028287522494792938,
0.032243404537439346,
-0.02368844300508499,
-0.020825061947107315,
-0.06008068844676018,
0.020336536690592766,
-0.01930333487689495,
-0.0001911592116812244,
0.02079647406935692,
0.04684612154960632,
-0.01986130140721798,
-0.0037133791483938694,
-0.007459294982254505,
0.0033961276058107615,
-0.00041120918467640877,
-0.030725259333848953,
0.06867803633213043,
-0.13521452248096466,
0.035809844732284546,
-0.056198105216026306,
-0.042676039040088654,
-0.017829321324825287,
0.059149909764528275,
-0.020995743572711945,
-0.015552673488855362,
-0.007143241818994284,
0.09373945742845535,
0.003480368759483099,
0.01982358656823635,
-0.09764502197504044,
-0.10329390317201614,
-0.1008925661444664,
0.032482847571372986,
-0.0879707932472229,
-0.028654633089900017,
-0.041303712874650955,
-0.05113786831498146,
-0.008578999899327755,
-0.04418562352657318,
0.03679956495761871,
0.020271455869078636,
-0.010652294382452965,
0.0444258451461792,
0.08722266554832458,
0.06232111528515816,
0.08152837306261063,
-0.06439071893692017,
-0.020989714190363884,
-0.03096160851418972,
0.09034717082977295,
-0.015567274764180183,
-3.073737886438721e-8,
-0.02361823432147503,
0.01962869055569172,
0.08621272444725037,
0.10420801490545273,
0.022109750658273697,
0.06958106905221939,
0.03183746337890625,
-0.011845341883599758,
0.008721520192921162,
-0.010151962749660015,
0.08092587441205978,
0.009186520241200924,
0.06525975465774536,
0.05818968266248703,
0.02837880328297615,
-0.029081659391522408,
0.032667018473148346,
-0.03679116815328598,
0.03263977915048599,
-0.07046788930892944,
-0.07306203991174698,
0.0816100463271141,
-0.03824334964156151,
0.010239338502287865,
-0.015618282370269299,
0.07548044621944427,
0.02391035296022892,
0.09047073125839233,
0.10930687189102173,
-0.06867995858192444,
-0.13622204959392548,
0.00652121240273118,
0.03611847013235092,
0.1009259968996048,
-0.006561131216585636,
-0.034126657992601395,
-0.04929676279425621,
0.056573063135147095,
0.02914309874176979,
-0.002549357945099473,
0.029906783252954483,
0.045512840151786804,
-0.03476227447390556,
0.018205739557743073,
-0.017637353390455246,
-0.025904541835188866,
-0.06945674866437912,
0.06792446225881577,
0.041792262345552444,
0.07749342918395996,
0.07184556871652603,
-0.015446392819285393,
-0.02775997295975685,
0.053795021027326584,
0.030446019023656845,
0.03160737082362175,
0.022878022864460945,
-0.09622243791818619,
-0.03203778341412544,
0.05527672544121742,
-0.04255751520395279,
-0.05807509645819664,
-0.15067365765571594,
-0.0015793094644322991
] | p | And every time you do this on, let’s say an AWS Lambda, or let’s say if you want to do horizontal scaling, your cold start times can go in several minutes. | [
"blog",
"blog/fast-embed-models"
] | 15,921 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
-0.0032583747524768114,
-0.04965734854340553,
-0.06354266405105591,
0.018157489597797394,
0.004417099058628082,
-0.059995438903570175,
-0.041421182453632355,
-0.032323483377695084,
0.026480238884687424,
-0.03862821310758591,
0.007109758444130421,
0.09141520410776138,
-0.03623570501804352,
0.03730589896440506,
-0.022485367953777313,
-0.035016853362321854,
0.03094981238245964,
-0.05628342181444168,
-0.024265775457024574,
-0.04723209887742996,
0.05064345896244049,
-0.1564653366804123,
-0.0764400064945221,
-0.09701864421367645,
0.15632981061935425,
-0.03180212900042534,
-0.04302581027150154,
-0.019556012004613876,
0.019260317087173462,
-0.03316574543714523,
-0.08298499137163162,
0.03871271759271622,
-0.02980467490851879,
0.014506487175822258,
-0.060912106186151505,
0.037131164222955704,
-0.037795133888721466,
0.09383273869752884,
-0.019616397097706795,
-0.06747062504291534,
0.029317224398255348,
0.05956706032156944,
0.008337242528796196,
0.024038836359977722,
0.006328738760203123,
-0.013501454144716263,
-0.008035093545913696,
0.013395472429692745,
0.06564915925264359,
-0.0026858386117964983,
-0.07949154824018478,
-0.06601593643426895,
-0.03770371526479721,
0.013674388639628887,
-0.023502610623836517,
0.03645150363445282,
0.05501775071024895,
0.013363895006477833,
-0.016557613387703896,
0.05150528997182846,
-0.03615115210413933,
-0.0374227799475193,
-0.0021196166053414345,
-0.010375211015343666,
0.08071503788232803,
0.03245820477604866,
0.052549075335264206,
-0.05601930618286133,
-0.025817908346652985,
-0.046335719525814056,
-0.10576843470335007,
0.017726833000779152,
-0.07307739555835724,
0.03790266066789627,
-0.02638724446296692,
-0.040265243500471115,
-0.006278664339333773,
0.000016618749214103445,
0.0022193752229213715,
-0.03255268931388855,
0.005927185527980328,
0.013702859170734882,
-0.002537517575547099,
-0.013468003831803799,
0.09582077711820602,
0.011495177634060383,
0.01271913293749094,
-0.0012794194044545293,
-0.007747153285890818,
-0.07817075401544571,
0.0115219596773386,
0.012234576046466827,
0.030824409797787666,
-0.03694004938006401,
-0.05188664793968201,
-0.008213412947952747,
0.061819806694984436,
0.0556538961827755,
-0.010401662439107895,
0.022629817947745323,
0.02322641760110855,
0.005864141043275595,
0.04909919574856758,
0.04032833129167557,
-0.036785565316677094,
-0.0353047177195549,
0.09833637624979019,
0.07320365309715271,
-0.08466797322034836,
0.02778601087629795,
-0.017603371292352676,
0.0030442802235484123,
-0.012226828373968601,
-0.03146018087863922,
-0.0692947655916214,
0.061805542558431625,
-0.09873031824827194,
0.05252987518906593,
0.023382438346743584,
0.11007409542798996,
0.04917824640870094,
0.015822898596525192,
-0.029893377795815468,
-0.06739744544029236,
-0.041856877505779266,
-0.05977032706141472,
0.01978563889861107,
3.0001444366266443e-33,
0.04058370366692543,
-0.03302332013845444,
0.004894556477665901,
-0.016497833654284477,
-0.00011120823182864115,
-0.06543568521738052,
-0.0035583972930908203,
0.05941295251250267,
0.02923453412950039,
0.00757685536518693,
-0.051419563591480255,
0.0015347808366641402,
0.021837282925844193,
0.041697289794683456,
0.03765925019979477,
-0.07581500709056854,
0.012909484095871449,
0.11477986723184586,
0.025508210062980652,
0.0307602621614933,
0.06194794178009033,
-0.1640554964542389,
-0.055472008883953094,
-0.03342393413186073,
0.054535459727048874,
0.03961183503270149,
0.03178315609693527,
-0.02278301678597927,
0.0928061380982399,
0.01739496737718582,
0.0014987264294177294,
-0.018949592486023903,
-0.0778374969959259,
-0.027459533885121346,
0.03226742148399353,
-0.027284877374768257,
-0.01640360616147518,
-0.04899609088897705,
0.11424072831869125,
0.014393980614840984,
-0.05180693417787552,
-0.0057534645311534405,
0.011234729550778866,
-0.08511711657047272,
-0.0857369527220726,
0.02623475342988968,
-0.014883851632475853,
0.022407669574022293,
-0.0023266030475497246,
0.06675344705581665,
0.07771052420139313,
0.020909499377012253,
-0.06225280091166496,
0.011204960756003857,
0.006249882746487856,
0.029972311109304428,
0.08633901923894882,
0.011261429637670517,
0.0840671956539154,
0.10607775300741196,
-0.051198139786720276,
-0.01114497147500515,
-0.04597258195281029,
0.04570550099015236,
-0.030552515760064125,
-0.011753042228519917,
-0.005592115223407745,
0.0766020268201828,
0.02264314703643322,
-0.0006836584070697427,
-0.01311309915035963,
-0.007095939479768276,
0.09257643669843674,
-0.052149802446365356,
0.004161814693361521,
0.0438113696873188,
-0.04818971827626228,
-0.012212103232741356,
-0.15718042850494385,
0.03274910897016525,
-0.03944975137710571,
0.04197695106267929,
-0.03469135984778404,
-0.06631532311439514,
0.11757148802280426,
0.0003828504413831979,
0.01746898703277111,
0.004243613686412573,
-0.024958383291959763,
-0.005184581037610769,
-0.06751715391874313,
0.035477060824632645,
0.00276707555167377,
-0.029677633196115494,
-0.03350917994976044,
-2.8843766101698806e-33,
-0.0462505966424942,
-0.05627164989709854,
0.04724312201142311,
0.10800235718488693,
0.07423074543476105,
0.012352929450571537,
0.12197104096412659,
0.09661046415567398,
-0.05585058405995369,
0.06850504130125046,
-0.023064061999320984,
-0.03494923561811447,
-0.0666070505976677,
-0.025406887754797935,
-0.02052401751279831,
0.01702796295285225,
0.0014048365410417318,
-0.00003824242594419047,
0.0018092312384396791,
0.007509877439588308,
-0.04359562322497368,
0.06265106797218323,
0.05816011130809784,
0.04978431388735771,
0.031107446178793907,
0.004879839718341827,
-0.07204970717430115,
0.0345907136797905,
-0.04161853715777397,
-0.014902723953127861,
-0.05709775537252426,
0.02947000041604042,
-0.10976923257112503,
-0.07950369268655777,
-0.010837514884769917,
0.02575225755572319,
-0.029331739991903305,
0.09535650908946991,
0.047186315059661865,
0.03619315102696419,
0.03169230744242668,
-0.005697715561836958,
-0.0757124274969101,
-0.024861250072717667,
0.0067467233166098595,
-0.043588023632764816,
-0.0187226552516222,
-0.0647069662809372,
-0.05692117661237717,
0.08644570410251617,
0.0297384113073349,
0.03744468092918396,
0.05915724113583565,
-0.017659280449151993,
0.06109412759542465,
-0.05104418471455574,
-0.004085858352482319,
-0.03910866007208824,
0.02177596092224121,
0.01496292557567358,
0.053607113659381866,
-0.07009807974100113,
0.004358205478638411,
-0.023110222071409225,
0.05003925412893295,
-0.023388264700770378,
0.058388639241456985,
0.03543538972735405,
-0.009720983915030956,
0.07654554396867752,
-0.00939597375690937,
0.010412575677037239,
0.07402012497186661,
0.04253764823079109,
-0.031984783709049225,
-0.0988120511174202,
0.14249101281166077,
0.012210700660943985,
-0.016278285533189774,
-0.004437385126948357,
0.009538772515952587,
0.04459434747695923,
0.022758247330784798,
-0.08218836784362793,
-0.07284015417098999,
0.020884178578853607,
-0.03478216007351875,
-0.003476865356788039,
0.02076159417629242,
-0.020783862099051476,
-0.08989172428846359,
0.011528476141393185,
0.06057243421673775,
0.009351196698844433,
-0.003388288663700223,
-3.081062160958936e-8,
-0.0035180312115699053,
0.017793752253055573,
0.08787797391414642,
-0.004281348083168268,
-0.03265791013836861,
-0.06960685551166534,
0.014404580928385258,
0.08322818577289581,
0.04257279261946678,
-0.11751352995634079,
0.10231020301580429,
-0.12021191418170929,
-0.007924055680632591,
0.0153939975425601,
0.0661749616265297,
-0.00808674842119217,
0.08468419313430786,
0.0023904310073703527,
-0.062153495848178864,
-0.1006162092089653,
0.050699397921562195,
0.0557667501270771,
0.015119817107915878,
0.06530839204788208,
0.007235404569655657,
0.022067101672291756,
0.054836541414260864,
0.051899898797273636,
0.03972012549638748,
-0.07838572561740875,
-0.08214027434587479,
-0.007216219790279865,
-0.00890109222382307,
0.004075493663549423,
0.019541705027222633,
-0.005160240456461906,
0.01653236895799637,
0.022616393864154816,
-0.018672281876206398,
0.0006125766085460782,
0.03090590052306652,
-0.02809807099401951,
0.01585211604833603,
0.012772821821272373,
0.022203942760825157,
-0.08626038581132889,
-0.11295431852340698,
-0.07149577140808105,
0.02536664716899395,
-0.039969176054000854,
0.022063473239541054,
0.041400518268346786,
-0.018639331683516502,
0.02843979187309742,
0.003154996084049344,
-0.011236092075705528,
0.06389042735099792,
-0.07325682044029236,
0.024782028049230576,
0.0653018206357956,
0.007040791679173708,
-0.03932660445570946,
-0.0016173411859199405,
0.03316780924797058
] | p | That is very slow and very inefficient if you are working in a workload which is very spiky. | [
"blog",
"blog/fast-embed-models"
] | 15,922 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
0.04828982427716255,
-0.0976460799574852,
-0.026538677513599396,
0.029879532754421234,
-0.008892876096069813,
-0.00445809680968523,
0.08716907352209091,
0.07073593884706497,
0.058377183973789215,
0.021661503240466118,
0.03432049974799156,
0.02378159388899803,
0.050154492259025574,
-0.033005356788635254,
0.04294082522392273,
0.006329478230327368,
0.0178463626652956,
-0.06606464833021164,
-0.028242245316505432,
-0.027206363156437874,
-0.030172819271683693,
0.05430854856967926,
0.06316898763179779,
-0.03626339137554169,
0.026266464963555336,
-0.019897859543561935,
-0.06521663814783096,
-0.08298896998167038,
-0.019723694771528244,
0.031890735030174255,
-0.06929275393486023,
0.0998954102396965,
0.05772294104099274,
0.08505605906248093,
-0.0417691208422184,
-0.07375826686620712,
-0.0038561278488487005,
-0.004679992329329252,
0.001627522986382246,
-0.06485643237829208,
-0.0673673152923584,
-0.033937010914087296,
0.026966651901602745,
0.04463953897356987,
0.009631235152482986,
0.023628629744052887,
-0.07196563482284546,
0.04224848747253418,
0.02190755121409893,
0.030880173668265343,
-0.13683968782424927,
0.009980913251638412,
0.03542992100119591,
0.07669291645288467,
0.0371239073574543,
-0.0044049546122550964,
-0.09769244492053986,
0.08515635877847672,
0.0077058663591742516,
0.05536763370037079,
-0.11008798331022263,
-0.032333873212337494,
-0.032303906977176666,
0.08113458752632141,
0.09442520141601562,
0.022066080942749977,
0.04003226384520531,
0.008861755020916462,
-0.016400139778852463,
0.07253295183181763,
-0.024713890627026558,
0.06819749623537064,
-0.026163365691900253,
0.13039752840995789,
-0.03368299454450607,
0.016909094527363777,
-0.04225950315594673,
-0.01911734603345394,
0.03334645926952362,
0.05018628016114235,
-0.02921999618411064,
0.07884787768125534,
0.030511407181620598,
-0.002635731128975749,
0.061696555465459824,
-0.1131695806980133,
0.0528111569583416,
-0.061415258795022964,
-0.0038463466335088015,
-0.046629950404167175,
-0.009160542860627174,
-0.03130977228283882,
0.053810521960258484,
-0.039393167942762375,
-0.018970303237438202,
0.019231654703617096,
-0.007290062960237265,
0.07211888581514359,
0.0817025676369667,
0.04527547210454941,
0.02541038952767849,
-0.0013278966071084142,
-0.060526035726070404,
-0.019593438133597374,
-0.1002243161201477,
0.013499205000698566,
-0.04577408358454704,
0.01680329255759716,
0.0058285873383283615,
-0.07084379345178604,
-0.0677829310297966,
0.04398226737976074,
0.028308279812335968,
-0.040421199053525925,
0.03223401680588722,
-0.06858205795288086,
0.042784254997968674,
0.04459954425692558,
0.045746151357889175,
0.06870149075984955,
-0.03326612710952759,
0.07474656403064728,
0.01392041239887476,
-0.017835604026913643,
-0.0016528317937627435,
-0.03822584077715874,
-0.032973065972328186,
-1.7877109105137357e-33,
0.0423196479678154,
-0.026923710480332375,
0.00942882988601923,
0.015616321936249733,
-0.08066365867853165,
0.03183018043637276,
-0.06924047321081161,
0.07084609568119049,
-0.017980022355914116,
-0.01407425757497549,
0.021174104884266853,
-0.0006815012311562896,
0.05202949047088623,
0.07135195285081863,
0.05027907341718674,
0.047070857137441635,
-0.03132043033838272,
0.06725212931632996,
-0.0002951356291305274,
0.016026007011532784,
0.06562410295009613,
-0.03353199362754822,
0.0773133933544159,
0.023736024275422096,
0.022906744852662086,
-0.019138285890221596,
-0.024099411442875862,
-0.024778937920928,
0.06248074024915695,
0.02604854479432106,
-0.02628975734114647,
-0.046230901032686234,
-0.02422371134161949,
-0.004303454887121916,
-0.007716445252299309,
0.045606840401887894,
0.08815273642539978,
-0.020475365221500397,
-0.01581740751862526,
-0.04364737495779991,
-0.06969594955444336,
0.022433951497077942,
0.04511691629886627,
-0.014429853297770023,
-0.06359121203422546,
0.049629807472229004,
-0.07655665278434753,
-0.08014018088579178,
-0.07588475197553635,
-0.03589325025677681,
0.017682500183582306,
-0.0007737927953712642,
0.023660972714424133,
0.02763671800494194,
0.10402490943670273,
0.04912275820970535,
-0.0048164259642362595,
0.03694763779640198,
0.04186426103115082,
0.07012850791215897,
-0.0788685753941536,
-0.005392577964812517,
0.033729471266269684,
-0.050326649099588394,
0.07491734623908997,
0.07562081515789032,
-0.0655219554901123,
0.013012013398110867,
0.12138788402080536,
0.030802788212895393,
0.036402929574251175,
-0.035423241555690765,
-0.04703039303421974,
-0.050679728388786316,
0.026866111904382706,
0.018848517909646034,
0.01640901528298855,
0.022191187366843224,
0.015742281451821327,
0.022533446550369263,
0.011104253120720387,
-0.1205751895904541,
0.02763976715505123,
-0.03439236432313919,
0.0006347974995151162,
-0.012364070862531662,
0.0824572890996933,
-0.03772607818245888,
0.02161472477018833,
-0.022823212668299675,
0.006265820935368538,
-0.009520568884909153,
-0.006119309924542904,
-0.02678537368774414,
-0.059742093086242676,
5.011647270305747e-35,
-0.10998990386724472,
-0.04741382226347923,
-0.041158486157655716,
0.07589823007583618,
-0.09220235049724579,
-0.0377504825592041,
0.03236696124076843,
0.02511492185294628,
0.028833748772740364,
0.002948540262877941,
0.005460036918520927,
-0.10719964653253555,
0.020846642553806305,
-0.027451522648334503,
-0.0075286817736923695,
0.004833181854337454,
-0.017251141369342804,
-0.011008688248693943,
-0.04723362997174263,
0.08755533397197723,
-0.12453082203865051,
0.03157293424010277,
-0.05568835139274597,
0.002794482745230198,
0.029161836951971054,
0.012656334787607193,
-0.06521669775247574,
-0.03875945881009102,
-0.05756695941090584,
-0.025570986792445183,
-0.03216148912906647,
-0.0991215929389,
-0.14466701447963715,
-0.07198115438222885,
-0.01785910874605179,
-0.025623580440878868,
-0.020461123436689377,
-0.025684747844934464,
-0.007744741626083851,
0.0820840522646904,
-0.04075300693511963,
0.05520956218242645,
-0.02175944112241268,
-0.031160011887550354,
-0.0956951230764389,
-0.06384379416704178,
-0.09609417617321014,
-0.004721635952591896,
0.013282976113259792,
0.015565000474452972,
-0.004051698837429285,
0.0075757778249681,
-0.007679689209908247,
-0.043779127299785614,
0.008485965430736542,
-0.03747928515076637,
-0.0077564772218465805,
-0.018245510756969452,
-0.03480898588895798,
0.004771700594574213,
-0.04623526334762573,
0.06870105117559433,
-0.043796833604574203,
-0.01866491697728634,
0.0823487788438797,
-0.06495008617639542,
-0.03790305554866791,
0.0034952203277498484,
-0.0290058646351099,
-0.025919580832123756,
0.06062120571732521,
-0.08677934855222702,
-0.04150838777422905,
0.07184658199548721,
-0.010973788797855377,
0.052714280784130096,
0.05179741978645325,
-0.0424821637570858,
-0.05145798251032829,
0.032545704394578934,
0.028351793065667152,
-0.007286478765308857,
0.050641369074583054,
-0.01598110795021057,
-0.01931942254304886,
0.03320669010281563,
-0.024411389604210854,
0.0022760736756026745,
0.0252838097512722,
0.030880844220519066,
-0.006253276020288467,
-0.08334006369113922,
-0.05757816508412361,
-0.0443357452750206,
-0.03488565608859062,
-3.2625916190909265e-8,
-0.07161371409893036,
0.046738285571336746,
0.014559315517544746,
0.018800433725118637,
0.1556674689054489,
-0.0074833151884377,
0.029056135565042496,
0.11626885831356049,
-0.08086729049682617,
-0.018459994345903397,
0.09930683672428131,
0.019368814304471016,
-0.04506269097328186,
-0.04578051716089249,
0.06861641258001328,
0.008336643688380718,
0.029968909919261932,
-0.015546457841992378,
-0.02892577461898327,
-0.07866209000349045,
-0.020852139219641685,
0.08587222546339035,
-0.051135171204805374,
0.00046550651313737035,
-0.05792034789919853,
0.08795906603336334,
-0.019744878634810448,
0.06673147529363632,
-0.005669266916811466,
-0.03358680009841919,
0.004061474464833736,
-0.01802714355289936,
-0.036506690084934235,
0.007269307971000671,
0.09144856780767441,
0.033178359270095825,
-0.02658258192241192,
-0.05986836180090904,
-0.05773406848311424,
-0.021907510235905647,
-0.00903062243014574,
0.01951838843524456,
0.0315125547349453,
0.11224846541881561,
0.10416053235530853,
-0.0028771045617759228,
-0.0015483952593058348,
0.012460611760616302,
0.03862743079662323,
-0.09981107711791992,
0.03368411213159561,
-0.06713667511940002,
0.017872653901576996,
0.019587721675634384,
0.09963119029998779,
0.03965035453438759,
-0.005176303442567587,
0.03327704966068268,
-0.0525955967605114,
-0.03343384712934494,
0.11037452518939972,
0.035095229744911194,
-0.012698917649686337,
-0.010204736143350601
] | p | And if you were to think about it, people have more queries than, let’s say your corpus quite often. | [
"blog",
"blog/fast-embed-models"
] | 15,923 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
-0.026645181700587273,
-0.027114806696772575,
0.0019109336426481605,
-0.0032225882168859243,
-0.02418040856719017,
-0.022372957319021225,
0.005301212891936302,
-0.029624734073877335,
0.05895404890179634,
-0.05476231500506401,
0.05187339335680008,
0.027143994346261024,
-0.0235843937844038,
-0.0024474267847836018,
0.04488963261246681,
-0.1150813177227974,
0.15760283172130585,
-0.045947641134262085,
-0.0937332808971405,
-0.0483257956802845,
0.029359538108110428,
-0.023161642253398895,
-0.03642904385924339,
0.015131965279579163,
0.01189424004405737,
-0.030666988343000412,
-0.02760765142738819,
-0.04864661768078804,
0.019571011886000633,
-0.05997619777917862,
-0.004705902189016342,
0.009205018170177937,
0.08044295758008957,
0.07312527298927307,
-0.024834509938955307,
-0.048116181045770645,
0.01764046587049961,
-0.04324964061379433,
0.00761192524805665,
-0.026593917980790138,
0.04474608600139618,
-0.005386482458561659,
-0.045970648527145386,
0.0568237267434597,
-0.00878557562828064,
-0.024370776489377022,
-0.035866182297468185,
0.04332010820508003,
-0.01626669242978096,
0.094702810049057,
-0.024312283843755722,
-0.020836586132645607,
0.0014478445518761873,
0.0663372054696083,
0.0006954044220037758,
0.09155614674091339,
0.08813744783401489,
-0.04249223321676254,
-0.030826959758996964,
0.08745569735765457,
-0.07669209688901901,
-0.06688582897186279,
-0.008382289670407772,
0.015328255482017994,
0.07143887132406235,
0.04959602653980255,
-0.06957803666591644,
0.0642998069524765,
-0.05892837047576904,
-0.04265781119465828,
0.011648425832390785,
-0.006477844435721636,
0.009736238047480583,
0.06131504848599434,
-0.013804285787045956,
-0.03417276591062546,
0.01723565347492695,
-0.04195091873407364,
-0.05338415130972862,
0.050397999584674835,
-0.05851253122091293,
0.03900397941470146,
-0.03491124510765076,
-0.03327483683824539,
-0.019733851775527,
-0.07559474557638168,
0.05122636258602142,
0.06256221234798431,
-0.00797553826123476,
-0.0083302678540349,
0.0012356712250038981,
0.042506515979766846,
-0.017143655568361282,
-0.014458428137004375,
-0.059030190110206604,
0.01675010286271572,
-0.041735634207725525,
-0.06362462788820267,
0.07913060486316681,
-0.0195121131837368,
-0.016305044293403625,
0.049094609916210175,
0.03979972004890442,
-0.009464585222303867,
-0.022397443652153015,
-0.11146953701972961,
-0.05921227112412453,
0.03506237268447876,
-0.038809578865766525,
0.05814507231116295,
-0.02730480395257473,
0.00822152104228735,
0.10309955477714539,
-0.04873935878276825,
0.0068913851864635944,
0.08525537699460983,
-0.004753768909722567,
0.03496727719902992,
0.06156293302774429,
-0.004678945057094097,
0.003979596309363842,
0.06603743135929108,
0.006487246602773666,
-0.09427782893180847,
0.003577976953238249,
0.03181852772831917,
0.009868203662335873,
3.0069534876537824e-33,
-0.12321372330188751,
-0.06569334864616394,
0.02466040849685669,
-0.015715129673480988,
0.06073197349905968,
-0.07197091728448868,
0.017628327012062073,
0.03855559974908829,
0.09574724733829498,
-0.02947010099887848,
-0.028004314750432968,
0.055924467742443085,
0.04739631712436676,
0.019800323992967606,
-0.04192410036921501,
-0.04809625446796417,
0.020748553797602654,
0.20993125438690186,
0.00921787042170763,
-0.010957115329802036,
-0.015976641327142715,
-0.16797301173210144,
-0.021591125056147575,
0.014901009388267994,
0.06397955119609833,
-0.0017015712801367044,
-0.003395443083718419,
0.0369657464325428,
0.08074522018432617,
-0.00046091622789390385,
0.08304208517074585,
0.021131817251443863,
-0.03583332151174545,
-0.02048032358288765,
0.022641832008957863,
0.03992169350385666,
-0.04467146843671799,
0.001522695180028677,
0.07785264402627945,
-0.03513157740235329,
-0.037767015397548676,
-0.00017971009947359562,
0.002915050135925412,
0.001125586568377912,
-0.14698155224323273,
0.06354299932718277,
-0.03279522806406021,
-0.05441570654511452,
-0.026487523689866066,
0.002493937499821186,
-0.0030923669692128897,
-0.017348282039165497,
0.058175407350063324,
0.007064825855195522,
-0.028845366090536118,
-0.005832907743752003,
0.07885782420635223,
-0.10867474973201752,
0.02684561163187027,
-0.029758164659142494,
-0.025852762162685394,
-0.005834011361002922,
0.0026942214462906122,
0.029670100659132004,
-0.000718080613296479,
0.008489150553941727,
-0.007299123797565699,
-0.06523009389638901,
0.07060142606496811,
0.0014169274363666773,
0.042293448001146317,
0.04270759969949722,
0.052447546273469925,
-0.02584071457386017,
-0.0323556587100029,
-0.019509771838784218,
0.03410681337118149,
-0.022778350859880447,
-0.002779593924060464,
0.0007466662209481001,
0.026195252314209938,
-0.03576387092471123,
0.07809767127037048,
0.02945202961564064,
0.008465869352221489,
0.11298079788684845,
-0.010189427994191647,
0.03849613294005394,
-0.030597861856222153,
0.00024352561740670353,
-0.10713252425193787,
0.02613968588411808,
-0.028811313211917877,
0.014503209851682186,
-0.0035042711533606052,
-2.5827453107618586e-33,
0.012605608440935612,
-0.006262448150664568,
-0.05583752319216728,
0.05086662247776985,
0.09432070702314377,
0.01952143758535385,
-0.04515166953206062,
0.05200190469622612,
0.036860283464193344,
0.028135858476161957,
-0.11841323971748352,
0.02622446045279503,
0.004685078281909227,
-0.05831138789653778,
-0.04573474079370499,
0.042733170092105865,
0.05549425259232521,
-0.06696593016386032,
0.06412625312805176,
0.018526161089539528,
-0.06527813524007797,
-0.08709535747766495,
0.00277829566039145,
0.014987066388130188,
-0.008010179735720158,
0.005342322401702404,
-0.053415656089782715,
-0.00899856723845005,
-0.04067446291446686,
-0.0725381076335907,
-0.01676534302532673,
-0.12067153304815292,
-0.014220585115253925,
-0.03548936918377876,
-0.00076582859037444,
0.022705838084220886,
-0.04031698405742645,
0.08207952231168747,
0.03823093697428703,
0.07337110489606857,
0.059075769037008286,
-0.04418681934475899,
-0.005378000438213348,
-0.02399539388716221,
-0.03715766966342926,
-0.0603388212621212,
0.07633286714553833,
-0.11048346757888794,
-0.016311243176460266,
-0.012683681212365627,
-0.05516825243830681,
0.036050546914339066,
0.07941975444555283,
0.03539784252643585,
0.006852714344859123,
0.09126918762922287,
0.04264048859477043,
-0.03650742024183273,
0.0009813051437959075,
-0.04665052145719528,
0.005116754677146673,
-0.013886489905416965,
0.0732739195227623,
-0.03835199400782585,
-0.03462507575750351,
0.004522806964814663,
0.05660667642951012,
-0.06798447668552399,
0.015086459927260876,
-0.0033155553974211216,
0.013285982422530651,
-0.01651517115533352,
0.07242446392774582,
0.062290437519550323,
-0.1368800550699234,
-0.03060542792081833,
0.026969974860548973,
-0.07921825349330902,
-0.07777631282806396,
-0.013550752773880959,
-0.03804893419146538,
-0.011660372838377953,
0.03575794771313667,
0.0021452007349580526,
-0.0510544627904892,
0.01296710129827261,
0.017551787197589874,
-0.01486205868422985,
0.01668717712163925,
0.06111794710159302,
-0.07546737790107727,
0.030931783840060234,
-0.005394919775426388,
0.02041565254330635,
-0.01703808456659317,
-3.2102683178436564e-8,
0.038498856127262115,
-0.06010729447007179,
0.09121979027986526,
0.014587579295039177,
0.06086841598153114,
-0.09926233440637589,
0.04682189226150513,
0.04715113341808319,
0.038154829293489456,
0.025510089471936226,
-0.0003858449636027217,
-0.05582602322101593,
-0.04745255038142204,
0.006089942529797554,
0.05414815992116928,
0.0406918004155159,
0.0801062360405922,
-0.02928399108350277,
-0.0674174576997757,
-0.018663842231035233,
-0.02970234677195549,
0.0880611464381218,
0.06225823238492012,
-0.03164219856262207,
0.09734290093183517,
0.046397462487220764,
0.021931439638137817,
0.08728888630867004,
0.038993652909994125,
-0.03177440166473389,
0.02006521262228489,
0.0321061797440052,
-0.04180053994059563,
0.01606622152030468,
0.04154476150870323,
-0.0394056998193264,
-0.12144044041633606,
-0.061256807297468185,
-0.012036353349685669,
-0.004359707236289978,
-0.03235588222742081,
-0.06778624653816223,
-0.0043212492018938065,
0.048929378390312195,
0.07992434501647949,
0.05154161527752876,
-0.17219318449497223,
0.0007789698429405689,
0.001857736730016768,
0.012324921786785126,
-0.0027770872693508863,
0.0065012648701667786,
0.01770145259797573,
0.006996200419962406,
0.002348874229937792,
0.07008573412895203,
0.03652222827076912,
-0.05117696896195412,
0.09564746171236038,
0.020170994102954865,
-0.01579599827528,
0.04243047162890434,
-0.014798919670283794,
-0.023504657670855522
] | p | So for instance, let’s say you are in customer support for an ecommerce food delivery app. Bulk of your order volume will be around lunch and dinner timing. | [
"blog",
"blog/fast-embed-models"
] | 15,924 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
-0.04592191427946091,
-0.0076098358258605,
0.01828199252486229,
-0.00013709015911445022,
-0.04779721796512604,
-0.06230998411774635,
0.05170523747801781,
0.013570779003202915,
0.025035986676812172,
-0.06438080221414566,
-0.02756773680448532,
0.11218424886465073,
-0.019174611195921898,
-0.00010740222205640748,
0.0071245343424379826,
0.04236173629760742,
0.002100921468809247,
-0.075463205575943,
0.05963372066617012,
0.04523679241538048,
0.08495770394802094,
-0.07918166369199753,
-0.11234283447265625,
-0.011799686588346958,
0.019928403198719025,
0.03952249139547348,
-0.02298189140856266,
-0.00006217086047399789,
0.04982591047883034,
-0.017303375527262688,
-0.04679861664772034,
0.0688936710357666,
-0.12037630379199982,
-0.03439934179186821,
-0.05221081152558327,
0.012644214555621147,
-0.07602794468402863,
0.02350233867764473,
0.005539285484701395,
0.041352007538080215,
0.041004180908203125,
0.041898827999830246,
0.06687849760055542,
0.023052413016557693,
-0.038344379514455795,
0.03640017285943031,
-0.05187017843127251,
0.06480608880519867,
0.015906978398561478,
0.020701926201581955,
0.026969142258167267,
-0.05382392182946205,
0.05978376418352127,
-0.026036810129880905,
0.03773925453424454,
0.025477124378085136,
0.10361384600400925,
-0.053487952798604965,
0.026195354759693146,
0.015659209340810776,
-0.0020034415647387505,
0.042367469519376755,
-0.0441870391368866,
0.02713916264474392,
0.040935635566711426,
-0.051589202135801315,
0.04110100120306015,
-0.13882678747177124,
-0.007997757755219936,
0.028721662238240242,
0.025280559435486794,
-0.0009144037030637264,
0.003324044169858098,
-0.0026325336657464504,
0.012160610407590866,
-0.058172378689050674,
0.01932522840797901,
-0.04314213991165161,
-0.01985887810587883,
0.013100503012537956,
0.01846119575202465,
-0.0924045741558075,
0.01200550701469183,
0.019907305017113686,
0.026807047426700592,
0.0031300398986786604,
0.0818343311548233,
-0.08405076712369919,
-0.07170604169368744,
0.09684067964553833,
-0.03814980387687683,
0.037130821496248245,
-0.03338925540447235,
-0.0019044833024963737,
0.000720290350727737,
0.06952361017465591,
0.0009503897745162249,
-0.05660773813724518,
-0.10770775377750397,
0.06366686522960663,
-0.0022649026941508055,
0.02156406082212925,
0.11959673464298248,
0.024143578484654427,
-0.027765832841396332,
-0.05693437159061432,
-0.005212379153817892,
0.022719712927937508,
-0.0054742759093642235,
0.08922497928142548,
0.04815909266471863,
-0.014696941711008549,
0.010227620601654053,
-0.02667592279613018,
0.008701381273567677,
-0.014674010686576366,
-0.09308777004480362,
0.1377425640821457,
0.005486674141138792,
0.01182534173130989,
0.08585433661937714,
-0.003404977498576045,
-0.08139999955892563,
0.012246792204678059,
-0.006110855378210545,
-0.0992041528224945,
-0.04134053364396095,
-4.229614916644799e-33,
0.01704157516360283,
0.002285358728840947,
0.04637284204363823,
-0.03412701562047005,
-0.032038312405347824,
-0.019795533269643784,
-0.020560067147016525,
-0.009107882156968117,
0.0036617740988731384,
0.04234500601887703,
-0.0392332449555397,
0.07988417893648148,
-0.023343775421380997,
0.046944890171289444,
-0.010877590626478195,
-0.0234766136854887,
-0.020654384046792984,
-0.009554121643304825,
0.018491217866539955,
0.04842875525355339,
0.01749425008893013,
-0.14828245341777802,
-0.02777085453271866,
-0.02116168476641178,
0.012508893385529518,
0.04344283044338226,
-0.003387854667380452,
-0.05770568922162056,
-0.010333861224353313,
0.029610998928546906,
0.038901593536138535,
0.00568880932405591,
-0.031850848346948624,
-0.05559156462550163,
0.020412476733326912,
-0.10009720921516418,
0.08606889843940735,
-0.0843249186873436,
-0.07449983060359955,
0.02751845493912697,
-0.008738973177969456,
-0.008264105767011642,
0.07270974665880203,
-0.00648665614426136,
-0.10327063500881195,
0.0478556826710701,
0.024851782247424126,
0.03699512407183647,
-0.04211081191897392,
0.030353128910064697,
0.03730287775397301,
-0.03148192539811134,
0.025381596758961678,
0.06800864636898041,
0.011249257251620293,
-0.004374398849904537,
0.01213651429861784,
0.021881069988012314,
0.07965365797281265,
0.04190018028020859,
0.010688661597669125,
-0.04390683397650719,
-0.010437948629260063,
0.03762337192893028,
-0.0023119905963540077,
-0.016007833182811737,
-0.016426408663392067,
0.04143824428319931,
-0.03175972402095795,
0.016378773376345634,
-0.07592763751745224,
-0.033813878893852234,
0.10102065652608871,
0.0322018638253212,
-0.056478243321180344,
0.0021738451905548573,
-0.009768123738467693,
-0.0347604863345623,
0.020993344485759735,
0.06177614629268646,
-0.09415753185749054,
-0.042329512536525726,
0.09068275988101959,
-0.0766821950674057,
-0.004502654541283846,
0.010161226615309715,
-0.006949387490749359,
-0.07407347857952118,
-0.0498366616666317,
-0.006588384509086609,
-0.026990238577127457,
0.007477767299860716,
-0.022315852344036102,
-0.04375205934047699,
-0.01609928533434868,
3.7634458158613426e-33,
-0.08856140822172165,
-0.017132792621850967,
0.00013098778435960412,
0.09942499548196793,
0.06428323686122894,
0.024345586076378822,
0.055479224771261215,
0.07356730103492737,
-0.04073478654026985,
0.06060190498828888,
0.06815165281295776,
0.007330475375056267,
-0.07579853385686874,
0.03691621497273445,
0.10409852117300034,
0.0656047835946083,
0.06060623750090599,
0.006527699530124664,
-0.042911600321531296,
0.04449174180626869,
0.07486303150653839,
-0.002407473511993885,
0.02051164209842682,
0.12007099390029907,
0.014236683025956154,
0.06612525880336761,
-0.09398786723613739,
-0.041214898228645325,
-0.12618176639080048,
0.07962345331907272,
0.01168795395642519,
-0.051309578120708466,
-0.030228257179260254,
-0.012873153202235699,
-0.07597827166318893,
0.03451107069849968,
-0.0009829089976847172,
0.09716473519802094,
0.030224094167351723,
-0.051782846450805664,
-0.03617255762219429,
0.04360538721084595,
0.011173849925398827,
0.12486465275287628,
-0.006800367031246424,
-0.06512535363435745,
0.03788080811500549,
0.024763911962509155,
-0.031610261648893356,
0.1086510717868805,
-0.04874080419540405,
-0.0016469002002850175,
-0.005068519152700901,
-0.004501851741224527,
-0.003050511470064521,
-0.04060765728354454,
-0.06040792167186737,
0.035859182476997375,
0.06447355449199677,
0.007535633165389299,
0.03090311773121357,
0.039158642292022705,
-0.12264685332775116,
-0.08659785985946655,
0.04889789596199989,
-0.02744191698729992,
0.014607347548007965,
-0.0330292172729969,
-0.05484361574053764,
-0.0240867268294096,
-0.03146464005112648,
-0.03466697782278061,
-0.029243934899568558,
0.03476692736148834,
-0.006449826993048191,
-0.06999582052230835,
0.10454332828521729,
-0.04032892733812332,
0.002266465686261654,
0.03938574343919754,
-0.043751657009124756,
-0.03620542585849762,
0.03523788973689079,
-0.00033854859066195786,
0.05831732600927353,
0.07895530760288239,
-0.05737756937742233,
-0.0470094308257103,
0.022847840562462807,
0.064899742603302,
0.027298424392938614,
0.06699548661708832,
0.037483274936676025,
0.012569918297231197,
0.019520968198776245,
-2.5306324147322812e-8,
0.004460570868104696,
0.03934474661946297,
0.08037564903497696,
-0.038009896874427795,
0.03375297039747238,
0.0011223392793908715,
0.06674747169017792,
0.03076702170073986,
-0.03272905945777893,
-0.1000869944691658,
0.07512793689966202,
-0.03955391049385071,
-0.011585285887122154,
0.059907663613557816,
0.07860426604747772,
0.009204201400279999,
-0.058284640312194824,
0.022950351238250732,
-0.07863008230924606,
-0.037039659917354584,
-0.02883695811033249,
0.010708562098443508,
-0.02256501093506813,
0.09965776652097702,
-0.04151202365756035,
0.03822936490178108,
0.018757395446300507,
0.015552669763565063,
0.08089222013950348,
0.0318569615483284,
0.01001169253140688,
-0.04866544529795647,
-0.03797008469700813,
0.03914433345198631,
0.00013086483522783965,
0.10123760253190994,
-0.06222353130578995,
0.025698645040392876,
0.04303492605686188,
0.02068154513835907,
-0.06957176327705383,
-0.08751379698514938,
0.06234646588563919,
0.05898844078183174,
-0.05127193406224251,
-0.011730208992958069,
-0.14779551327228546,
-0.027584005147218704,
0.02766541950404644,
0.018174998462200165,
0.012686931528151035,
-0.04666886106133461,
-0.023779485374689102,
0.053779877722263336,
0.05431840941309929,
-0.03180950507521629,
0.044523581862449646,
-0.01510417740792036,
-0.030999448150396347,
0.08604804426431656,
0.0025388728827238083,
0.018843229860067368,
0.0051403651013970375,
0.03076375275850296
] | p | So that’s a very spiky load. | [
"blog",
"blog/fast-embed-models"
] | 15,925 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
0.01689724065363407,
-0.03372793272137642,
0.029470060020685196,
0.0253413338214159,
0.06757445633411407,
-0.05287458002567291,
0.10478284955024719,
-0.10034362226724625,
0.05423233285546303,
-0.0847894698381424,
0.05563054978847504,
0.12047385424375534,
-0.049721334129571915,
-0.0052130999974906445,
0.013858754187822342,
-0.07559076696634293,
0.054773855954408646,
-0.0737999677658081,
-0.04351041838526726,
-0.03271913155913353,
-0.08861298114061356,
-0.09421876817941666,
-0.004051195457577705,
0.059166211634874344,
-0.054060958325862885,
-0.03604717180132866,
-0.00022970176360104233,
-0.04246406629681587,
-0.04188278317451477,
-0.07812776416540146,
-0.04357409477233887,
0.06836288422346115,
0.0693640187382698,
0.09237725287675858,
-0.03754047304391861,
-0.03146766126155853,
0.04981887713074684,
-0.033039242029190063,
-0.01056679431349039,
-0.05488366261124611,
0.014155767858028412,
-0.04956710711121559,
-0.007442121393978596,
0.022177401930093765,
-0.0030610356479883194,
-0.022532392293214798,
0.026201363652944565,
0.024392321705818176,
0.009731686674058437,
0.0593293122947216,
-0.04092344269156456,
-0.02210960164666176,
0.01501435600221157,
0.022987637668848038,
-0.05491200461983681,
0.0879647508263588,
0.0956234559416771,
-0.05306733772158623,
0.03467143699526787,
0.003295118222013116,
-0.004283251706510782,
-0.05638724938035011,
-0.037321362644433975,
0.012198266573250294,
0.010097009129822254,
0.04535939171910286,
-0.058044932782649994,
0.03153441101312637,
-0.028578177094459534,
-0.04300570860505104,
0.004263041075319052,
-0.0737655833363533,
-0.007927575148642063,
0.13179336488246918,
-0.010447598062455654,
-0.002350676106289029,
0.05372874438762665,
-0.10113915801048279,
-0.031245563179254532,
0.015715423971414566,
-0.08125698566436768,
-0.013424834236502647,
-0.03254065662622452,
0.08754181861877441,
0.00016165304987225682,
-0.02868879772722721,
0.022403622046113014,
0.01610288769006729,
0.07353702932596207,
-0.02337804064154625,
-0.004908084403723478,
0.013947880826890469,
-0.04912286624312401,
-0.05601012334227562,
-0.06136605143547058,
-0.07293257117271423,
0.020062213763594627,
0.05198660492897034,
0.0919978991150856,
-0.0022397900465875864,
0.03254348412156105,
0.041273631155490875,
0.022709466516971588,
0.00593209033831954,
-0.004901217296719551,
-0.04637102037668228,
0.00938846729695797,
0.033526260405778885,
0.06318038702011108,
0.031128156930208206,
-0.10861628502607346,
-0.01452145166695118,
0.09324590116739273,
-0.04188266396522522,
-0.040928978472948074,
0.015154118649661541,
-0.08268039673566818,
0.06492592394351959,
0.04735415801405907,
0.005578103009611368,
0.042433347553014755,
0.0792001485824585,
0.011006278917193413,
-0.14343476295471191,
0.011998096480965614,
0.07078251987695694,
0.06646642088890076,
1.8005974510056173e-33,
-0.033467791974544525,
0.036147117614746094,
0.0020100122783333063,
-0.012510831467807293,
0.04526990279555321,
-0.022398874163627625,
-0.009306454099714756,
0.03574236109852791,
0.01534428633749485,
0.013152418658137321,
-0.03385625407099724,
0.019244400784373283,
-0.0017320432234555483,
0.048651907593011856,
-0.028714457526803017,
0.0004702710430137813,
0.01860114187002182,
0.08503161370754242,
0.0576736144721508,
-0.05104438588023186,
0.018922019749879837,
-0.058994896709918976,
-0.01510568056255579,
0.015458391979336739,
0.0030822467524558306,
-0.04375633969902992,
0.004015293903648853,
0.10575263202190399,
0.11366812884807587,
0.03407903015613556,
0.13522396981716156,
-0.020422978326678276,
-0.006111839320510626,
0.041930556297302246,
-0.037910450249910355,
0.03852047026157379,
-0.03127275034785271,
-0.014869353733956814,
0.05464329570531845,
-0.09948261082172394,
-0.06769499182701111,
-0.011608901433646679,
-0.024854084476828575,
0.03972075134515762,
-0.07201143354177475,
0.05886954069137573,
-0.027495425194501877,
0.0038600722327828407,
0.05998022109270096,
0.06322445720434189,
-0.05668682977557182,
0.02568027377128601,
0.052193187177181244,
0.027048058807849884,
-0.03778135031461716,
-0.02073165401816368,
0.020919034257531166,
-0.1132364496588707,
0.009685477241873741,
-0.07779260724782944,
-0.009698034264147282,
0.0261597391217947,
-0.05706766992807388,
-0.021960237994790077,
-0.014673624187707901,
0.0076976679265499115,
0.022261619567871094,
0.01355445571243763,
-0.00003388692130101845,
0.08723494410514832,
0.0661739930510521,
0.03816945105791092,
0.021618248894810677,
-0.041947588324546814,
-0.03174663707613945,
0.03358541429042816,
-0.040161773562431335,
0.02539731003344059,
0.020952405408024788,
-0.014851625077426434,
0.0764949843287468,
-0.011555062606930733,
0.1084018349647522,
0.02176830545067787,
0.0013829610543325543,
0.03707493096590042,
0.0451737605035305,
0.019502853974699974,
-0.041024595499038696,
0.06858702003955841,
-0.041691020131111145,
-0.03524007648229599,
0.0019346358021721244,
0.06519367545843124,
0.019942590966820717,
-3.439344023582391e-33,
0.00281221279874444,
-0.06415945291519165,
-0.03102109022438526,
0.04930514097213745,
0.008760042488574982,
-0.021374434232711792,
-0.06527955085039139,
-0.033726684749126434,
0.004160954151302576,
0.052949391305446625,
-0.05066049471497536,
0.017371302470564842,
0.019820868968963623,
0.0118095763027668,
0.005758375860750675,
-0.039353206753730774,
0.08437589555978775,
-0.04693193733692169,
-0.000031034342100610957,
0.020374493673443794,
0.014268949627876282,
-0.04622873663902283,
-0.02571788989007473,
-0.005997797939926386,
0.0025662060361355543,
0.0322178415954113,
-0.029602868482470512,
-0.06103616580367088,
-0.07744238525629044,
-0.02951827645301819,
-0.057174164801836014,
0.016427056863904,
0.03270762413740158,
0.10151931643486023,
-0.026227865368127823,
-0.040010545402765274,
-0.1355079561471939,
0.07875373959541321,
0.027433831244707108,
0.1205647736787796,
-0.026638465002179146,
0.0067787691950798035,
0.037728939205408096,
-0.04338368400931358,
-0.11037958413362503,
-0.0016877076122909784,
-0.044658560305833817,
0.021896159276366234,
-0.017341217026114464,
0.01698780059814453,
-0.0735592395067215,
0.09812144935131073,
-0.010546078905463219,
-0.05522381514310837,
-0.09629586338996887,
0.09122284501791,
-0.021055791527032852,
0.035244736820459366,
-0.002714725211262703,
0.06828916817903519,
0.004392746835947037,
-0.038589950650930405,
0.06770055741071701,
0.01822294294834137,
-0.04749663919210434,
-0.01860116422176361,
0.028843849897384644,
0.0013242342974990606,
0.03089222125709057,
-0.03834362328052521,
0.08856340497732162,
-0.06461174041032791,
-0.038331154733896255,
0.012751360423862934,
-0.125080868601799,
-0.01607394590973854,
0.02352059818804264,
-0.03230524808168411,
-0.10496173799037933,
-0.028493503108620644,
0.026663102209568024,
-0.07787385582923889,
0.057010162621736526,
0.039929524064064026,
-0.04668156057596207,
-0.02855103276669979,
-0.09211262315511703,
-0.0076189199462533,
0.015028489753603935,
-0.004624702036380768,
-0.02127087488770485,
-0.02767515927553177,
-0.10786427557468414,
0.024005698040127754,
-0.023035850375890732,
-3.232765166671925e-8,
0.01410334836691618,
-0.09844066202640533,
0.1383890062570572,
0.023583728820085526,
0.10435319691896439,
-0.10126049071550369,
0.0637497529387474,
0.05207512900233269,
-0.014297114685177803,
0.0161169171333313,
0.03066128119826317,
-0.06457198411226273,
-0.055513717234134674,
-0.026167431846261024,
0.05707652494311333,
-0.0005217750440351665,
0.028001485392451286,
-0.09666014462709427,
-0.055289026349782944,
0.003850890789180994,
-0.026796268299221992,
0.025308234617114067,
0.0653054490685463,
0.012973669916391373,
-0.03748044744133949,
0.046588633209466934,
-0.03178843855857849,
0.0039056483656167984,
0.05456839129328728,
0.06242486461997032,
0.02775016985833645,
0.06744580715894699,
0.02654784917831421,
-0.0731143206357956,
-0.007458487059921026,
0.033805716782808304,
-0.018471725285053253,
-0.07295303791761398,
-0.053248509764671326,
-0.03564409166574478,
-0.02885628677904606,
-0.045206498354673386,
-0.04866700991988182,
0.02919345535337925,
0.03849029168486595,
-0.03319544717669487,
-0.050531428307294846,
-0.009729798883199692,
-0.0122681250795722,
-0.007557178381830454,
-0.0010150872403755784,
-0.09098771959543228,
0.08115039765834808,
0.017226513475179672,
-0.020275207236409187,
-0.06430897116661072,
0.04073285683989525,
-0.029999537393450737,
0.026716414839029312,
0.032345000654459,
0.00782268587499857,
-0.047806281596422195,
0.07547367364168167,
-0.03099997714161873
] | p | Similarly, ecommerce companies, which are even in fashion quite often see that people check in on their orders every evening and for instance when they leave from office or when they get home. | [
"blog",
"blog/fast-embed-models"
] | 15,926 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(26) | [
-0.028962574899196625,
-0.06927908957004547,
0.010578261688351631,
-0.0023616491816937923,
-0.03007630445063114,
-0.06996721774339676,
0.0827879011631012,
0.03749639913439751,
0.055307984352111816,
-0.022377751767635345,
-0.006283394526690245,
0.03602027893066406,
0.015567696653306484,
0.040260158479213715,
-0.05817557871341705,
-0.04349003732204437,
0.004087591078132391,
-0.10728966444730759,
0.0032107126899063587,
0.017296703532338142,
0.0813271626830101,
0.029754549264907837,
-0.023834343999624252,
0.015924420207738876,
0.03628377616405487,
0.016025865450501442,
0.009431185200810432,
0.0342705175280571,
0.016275590285658836,
-0.048960182815790176,
0.06105498969554901,
-0.048356346786022186,
-0.09772226214408875,
0.015231819823384285,
0.0061055258847773075,
-0.06536214053630829,
-0.056259043514728546,
0.017095297574996948,
0.04658741131424904,
0.026545843109488487,
0.02798384614288807,
-0.029478557407855988,
-0.011230033822357655,
0.0019593420438468456,
-0.00034357624826952815,
0.015315277501940727,
-0.023232996463775635,
-0.022766904905438423,
0.06705557554960251,
-0.04577302560210228,
0.0679464042186737,
-0.02268017828464508,
0.03295812010765076,
0.0280904583632946,
0.08551255613565445,
0.051782168447971344,
0.020971130579710007,
-0.023669807240366936,
0.08644028007984161,
0.07453060895204544,
-0.007057777140289545,
0.01965232938528061,
-0.05174984782934189,
0.05207806080579758,
-0.07580768316984177,
-0.05067671462893486,
-0.06333652883768082,
0.0399477481842041,
0.07366835325956345,
0.11022104322910309,
0.1192176342010498,
0.06878146529197693,
0.034819480031728745,
-0.03973366692662239,
-0.01082294899970293,
-0.019946562126278877,
0.03789155185222626,
0.033220648765563965,
0.0483212023973465,
-0.059398043900728226,
0.009633747860789299,
-0.057160720229148865,
-0.03970862179994583,
-0.02075076662003994,
0.015691952779889107,
0.020000100135803223,
0.04025789350271225,
-0.023081349208950996,
-0.0538540817797184,
0.04513445869088173,
0.010348358191549778,
-0.0048929238691926,
-0.05000881105661392,
0.04750834032893181,
0.020022891461849213,
-0.0012343742419034243,
0.04644913226366043,
-0.017023518681526184,
-0.042414840310811996,
0.05157306417822838,
-0.026303419843316078,
0.026500118896365166,
0.03418412432074547,
-0.01785716600716114,
0.05049600079655647,
-0.023257605731487274,
0.04099815711379051,
0.015925226733088493,
0.008319562301039696,
-0.05199751257896423,
0.031227590516209602,
0.02227613888680935,
-0.07949743419885635,
0.06958099454641342,
0.030826667323708534,
0.026478266343474388,
0.004826642107218504,
0.060301557183265686,
-0.032706812024116516,
-0.020072132349014282,
0.09242614358663559,
-0.059673551470041275,
-0.02977183274924755,
-0.016968896612524986,
-0.03422629460692406,
0.009330110624432564,
-0.05404799059033394,
-7.900875159436796e-33,
0.035482682287693024,
0.039660532027482986,
-0.07227889448404312,
-0.09663218259811401,
0.040241219103336334,
0.013443621806800365,
-0.08151479810476303,
0.03861602768301964,
0.03226235881447792,
-0.02935590036213398,
-0.13438951969146729,
-0.0445527508854866,
0.012169461697340012,
0.02224159985780716,
-0.06474637985229492,
-0.1289689838886261,
-0.03246904909610748,
-0.0034663190599530935,
-0.02164902165532112,
-0.09036360681056976,
0.01113868784159422,
0.05839252844452858,
-0.05084235221147537,
-0.008775521069765091,
-0.013386638835072517,
0.013590087182819843,
0.05314861610531807,
-0.06415389478206635,
-0.006546962074935436,
0.023274585604667664,
0.07392619550228119,
0.09584147483110428,
0.0414763018488884,
-0.04279289022088051,
-0.005755632650107145,
0.027784591540694237,
0.07290997356176376,
-0.02926711179316044,
-0.07130223512649536,
-0.0019668759778141975,
0.040532905608415604,
-0.03054598905146122,
-0.03034629486501217,
-0.03258034959435463,
-0.05041135847568512,
0.030661825090646744,
0.09919261187314987,
-0.0420825257897377,
0.050787780433893204,
-0.04304569587111473,
0.007871494628489017,
-0.0018536256393417716,
0.15274156630039215,
0.014999511651694775,
0.024356501176953316,
0.05558597296476364,
0.02035699039697647,
-0.040553025901317596,
0.09442955255508423,
0.0014407603302970529,
-0.034176889806985855,
-0.003968500532209873,
-0.029135573655366898,
0.0833345577120781,
-0.04926697537302971,
0.07493013143539429,
0.024208182469010353,
-0.0009398740367032588,
0.0066106244921684265,
0.09732070565223694,
-0.01240715105086565,
-0.03810374066233635,
-0.024382799863815308,
0.0188380628824234,
-0.12145005911588669,
-0.047210175544023514,
0.022214418277144432,
0.04497656971216202,
-0.014514141716063023,
0.006812206003814936,
-0.06946784257888794,
-0.11973753571510315,
0.03467923775315285,
-0.021861914545297623,
0.02389875426888466,
0.060502536594867706,
0.0916522815823555,
-0.0335884727537632,
-0.01003098301589489,
-0.03291193023324013,
-0.1046016737818718,
0.021354330703616142,
0.01917615532875061,
-0.02654208242893219,
0.0015228992560878396,
5.2481392619880476e-33,
-0.09399671852588654,
0.053219884634017944,
0.06479303538799286,
0.03464771807193756,
0.01308813039213419,
0.0184304341673851,
0.052580974996089935,
0.02252556011080742,
-0.1507549285888672,
0.01377412211149931,
-0.022096125409007072,
0.03921665996313095,
-0.033541541546583176,
0.010020125657320023,
0.1374683380126953,
-0.02355094440281391,
-0.01124277338385582,
0.04346376284956932,
0.004904216155409813,
0.010653473436832428,
0.01515712309628725,
0.008255574852228165,
-0.07342875748872757,
0.0643949806690216,
0.008087821304798126,
0.1074616089463234,
-0.04901295155286789,
0.008882381021976471,
-0.11523719131946564,
-0.033725153654813766,
-0.024140816181898117,
0.01456345897167921,
-0.02690105326473713,
-0.07886309176683426,
-0.0107196643948555,
-0.03002329170703888,
0.08985533565282822,
-0.08273565769195557,
-0.037759605795145035,
-0.048088762909173965,
0.03287816420197487,
0.031051672995090485,
0.07068540155887604,
0.13072682917118073,
0.0033954493701457977,
0.02822386845946312,
0.04738781973719597,
0.06674257665872574,
-0.07335590571165085,
0.08561421185731888,
-0.06601688265800476,
-0.052711039781570435,
-0.06713035702705383,
0.0853467658162117,
-0.03833261877298355,
-0.039141107350587845,
0.038582343608140945,
0.023600799962878227,
-0.01508639007806778,
-0.0775359570980072,
-0.02316739596426487,
-0.029864102602005005,
-0.0808599665760994,
0.06112321466207504,
0.13351069390773773,
-0.07796626538038254,
0.004800400231033564,
-0.06107908859848976,
-0.07345617562532425,
0.006706520915031433,
0.047721896320581436,
0.009600646793842316,
-0.07861333340406418,
-0.04372558742761612,
0.01156008243560791,
-0.0577198788523674,
-0.0008583114831708372,
0.010666118934750557,
0.05816742032766342,
-0.007520968094468117,
-0.05932774394750595,
-0.003451965283602476,
0.026959899812936783,
-0.010666378773748875,
0.018820960074663162,
0.038029011338949203,
0.0716865137219429,
0.006389549467712641,
-0.012095690704882145,
0.0018100496381521225,
-0.028816064819693565,
-0.0551769994199276,
-0.02831244468688965,
-0.02600625902414322,
-0.008485526777803898,
-2.1925211868278893e-8,
0.03230908885598183,
-0.0009749950258992612,
-0.011334387585520744,
-0.024859700351953506,
0.06876613944768906,
0.004555374383926392,
0.07982276380062103,
0.07592054456472397,
0.004979828372597694,
-0.01806672103703022,
0.08543048799037933,
0.022679749876260757,
0.013378511182963848,
0.04004461690783501,
-0.04199729487299919,
-0.06587651371955872,
-0.09792271256446838,
-0.043900325894355774,
-0.06442823261022568,
-0.007952827960252762,
-0.05330677330493927,
0.07839268445968628,
-0.009362886659801006,
0.012484013102948666,
-0.06480338424444199,
0.05493360757827759,
0.03023720346391201,
0.08038309216499329,
0.014094165526330471,
-0.08825555443763733,
0.055925846099853516,
-0.017970947548747063,
0.0645851120352745,
-0.008359541185200214,
-0.02173997461795807,
0.10555591434240341,
-0.004391298163682222,
0.028667185455560684,
0.03595061972737312,
-0.024345705285668373,
-0.08434832841157913,
-0.08907456696033478,
0.05143610015511513,
0.010559470392763615,
-0.04419771581888199,
-0.05376722291111946,
-0.048928339034318924,
-0.019382067024707794,
0.05241134762763977,
-0.07820844650268555,
0.03377207741141319,
0.032992877066135406,
-0.002518855966627598,
0.0048582484014332294,
0.01783093996345997,
-0.018153995275497437,
-0.06164376437664032,
-0.002490829676389694,
0.0027363020926713943,
-0.01285949070006609,
0.102341428399086,
-0.06108446046710014,
0.019079042598605156,
0.037827931344509125
] | p | And that’s another spike. | [
"blog",
"blog/fast-embed-models"
] | 15,927 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,928 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
-0.044461414217948914,
-0.03303423151373863,
-0.048626676201820374,
-0.04292987659573555,
-0.042676638811826706,
-0.02202535793185234,
-0.052730537950992584,
0.03889687731862068,
0.010582087561488152,
-0.046134479343891144,
0.05704626813530922,
0.10928182303905487,
-0.06338465958833694,
0.035535089671611786,
0.007360813673585653,
-0.013570521026849747,
-0.05080235376954079,
0.0967942401766777,
-0.00933897402137518,
0.023555129766464233,
0.06744598597288132,
-0.16412769258022308,
-0.08530262112617493,
-0.015609662979841232,
-0.027476416900753975,
0.04185076430439949,
-0.07202255725860596,
0.007103451993316412,
0.05861206725239754,
-0.04186425358057022,
-0.009277076460421085,
0.08089791983366013,
-0.05078744888305664,
0.0016831103712320328,
-0.11816135793924332,
-0.02559746988117695,
-0.08677858114242554,
0.012941942550241947,
-0.06629902869462967,
0.0198682714253664,
0.014185438863933086,
0.051294196397066116,
0.06471414119005203,
-0.0013960532378405333,
-0.023240728303790092,
0.013248731382191181,
-0.04011974111199379,
0.01944413036108017,
-0.03656656667590141,
-0.01431861612945795,
-0.026430029422044754,
-0.06071710214018822,
-0.0098478514701128,
-0.005411227233707905,
0.04840802773833275,
0.04103719815611839,
0.045539941638708115,
0.01173158548772335,
0.058506615459918976,
-0.061022866517305374,
0.05126119405031204,
0.005713437683880329,
0.01773242838680744,
0.007203728426247835,
0.07044100761413574,
-0.04920540377497673,
0.03857184574007988,
-0.09575346112251282,
-0.04213809221982956,
0.01875477284193039,
0.006824865937232971,
-0.04233965277671814,
0.011170027777552605,
0.005691166035830975,
0.040543004870414734,
-0.0889701172709465,
0.009152206592261791,
-0.0029364819638431072,
-0.08529558032751083,
0.014784572646021843,
-0.03238736838102341,
0.03869473189115524,
0.007425691466778517,
0.01406610757112503,
0.056134942919015884,
0.038576576858758926,
-0.02600487321615219,
-0.03421323746442795,
-0.037676017731428146,
0.031840525567531586,
0.032758429646492004,
0.07303184270858765,
-0.08217959105968475,
-0.010243630036711693,
-0.01910277269780636,
-0.035287193953990936,
-0.0725954994559288,
-0.049871623516082764,
-0.07275291532278061,
-0.025971606373786926,
0.08279777318239212,
-0.04025426506996155,
0.12018346041440964,
0.08626745641231537,
0.016122881323099136,
-0.09663144499063492,
0.0020317104645073414,
-0.009695547632873058,
0.010763325728476048,
0.061361391097307205,
0.0473141111433506,
0.03234265372157097,
0.05390176549553871,
0.021823978051543236,
-0.038039229810237885,
-0.05130396783351898,
-0.10583344846963882,
0.02645149454474449,
0.05993190035223961,
-0.01954285427927971,
0.0328892320394516,
0.009867534041404724,
-0.07015855610370636,
-0.03911410644650459,
0.04885690286755562,
0.03948267549276352,
-0.0007265319582074881,
-5.248013263687319e-33,
-0.028985057026147842,
-0.04185059294104576,
0.018990857526659966,
-0.020069513469934464,
-0.006023904774338007,
-0.04216668754816055,
-0.047261565923690796,
0.004253927152603865,
0.01748056337237358,
0.020435860380530357,
0.02547677606344223,
0.046228229999542236,
-0.03388197347521782,
0.11096954345703125,
0.023449912667274475,
-0.08089705556631088,
0.013071062043309212,
0.06327865272760391,
-0.03934219852089882,
0.03216552734375,
0.038269247859716415,
-0.18403619527816772,
-0.004165214952081442,
-0.016221333295106888,
0.018536243587732315,
0.03833134099841118,
-0.0009563048952259123,
-0.010456224903464317,
-0.051831189543008804,
0.019082915037870407,
-0.012755309231579304,
-0.021328747272491455,
-0.09218322485685349,
-0.06872566789388657,
0.04806232079863548,
-0.06095194071531296,
0.04033181443810463,
-0.07973884046077728,
-0.05633949488401413,
-0.018472939729690552,
-0.029078245162963867,
-0.007147845346480608,
-0.004168292973190546,
-0.03630831837654114,
-0.04173765331506729,
0.057231441140174866,
0.021653957664966583,
0.0776059627532959,
-0.030446697026491165,
-0.038429953157901764,
0.06172895431518555,
-0.007359629962593317,
-0.0031026231590658426,
-0.0180953498929739,
0.11873072385787964,
0.009828240610659122,
0.029154498130083084,
0.032494813203811646,
0.03247179090976715,
0.07058138400316238,
-0.09600576758384705,
-0.08391781896352768,
-0.0247215423732996,
0.05677689239382744,
-0.035331424325704575,
-0.02208743989467621,
-0.0051983376033604145,
0.05461554229259491,
0.01813562586903572,
-0.014285251498222351,
-0.01257800031453371,
-0.000027518937713466585,
0.05355401709675789,
0.08900059014558792,
-0.019086338579654694,
-0.004881043918430805,
-0.029408667236566544,
0.011754990555346012,
0.0013743502786383033,
0.03626508638262749,
-0.1308613121509552,
0.0649210661649704,
0.016274042427539825,
-0.07906053215265274,
-0.03232993930578232,
-0.031721845269203186,
0.008525218814611435,
0.006765334401279688,
0.00672684982419014,
-0.02396239899098873,
-0.04996073246002197,
0.0139791090041399,
0.006607408169656992,
0.013924827799201012,
-0.0800538882613182,
3.2487670019553276e-33,
-0.08084558695554733,
-0.044473953545093536,
-0.05323069542646408,
0.05772903561592102,
0.05195269361138344,
0.06667733937501907,
0.08282295614480972,
-0.017598122358322144,
-0.030360424891114235,
0.02997508831322193,
0.0290197916328907,
0.01696562021970749,
-0.11259416490793228,
-0.03049032762646675,
0.06434661149978638,
0.05880851298570633,
-0.07625147700309753,
-0.04546550661325455,
-0.018046926707029343,
0.024963701143860817,
0.0908953845500946,
0.009981377981603146,
-0.06555048376321793,
0.09506245702505112,
0.05178077891469002,
0.0018263551173731685,
-0.04424801096320152,
-0.015857798978686333,
-0.0985250324010849,
0.08184769004583359,
0.01016014814376831,
-0.02467704936861992,
-0.010354898869991302,
-0.010558313690125942,
-0.02369481883943081,
-0.0287486482411623,
-0.07973223179578781,
0.03464851900935173,
0.05768018588423729,
-0.01600273884832859,
-0.04807114973664284,
0.05914239212870598,
0.0835801362991333,
0.022030580788850784,
-0.019220564514398575,
-0.002891178010031581,
0.07001950591802597,
0.03499005362391472,
-0.042433254420757294,
0.10028531402349472,
0.0005372284213081002,
0.08758208900690079,
0.12116758525371552,
-0.05339017137885094,
-0.0219564326107502,
-0.048291243612766266,
-0.14322786033153534,
-0.04557439684867859,
0.01515390258282423,
0.02650023251771927,
0.04536639153957367,
-0.05823167413473129,
-0.04304959252476692,
-0.017696592956781387,
0.016391731798648834,
0.06529485434293747,
0.08942650258541107,
-0.03248303756117821,
-0.013412176631391048,
-0.011039645411074162,
-0.029101625084877014,
0.015049410052597523,
0.059967268258333206,
0.054566942155361176,
-0.06146889179944992,
-0.06740088015794754,
0.07703983038663864,
-0.0014111987547948956,
0.021505970507860184,
0.001807314925827086,
-0.007204876281321049,
0.001969120465219021,
0.019867736846208572,
0.07142192870378494,
-0.023178018629550934,
0.015462357550859451,
-0.07936569303274155,
0.03811495378613472,
0.09612400829792023,
0.019487369805574417,
0.020062265917658806,
0.013055081479251385,
0.024259531870484352,
0.011525065638124943,
0.029369598254561424,
-3.1005232159486695e-8,
-0.041834037750959396,
0.01693153940141201,
0.03897860273718834,
-0.003316034097224474,
-0.027811648324131966,
0.04481834918260574,
0.05348462611436844,
0.013810139149427414,
-0.015904320403933525,
-0.09638707339763641,
0.00874796137213707,
-0.10794789344072342,
-0.011122643947601318,
0.08727362006902695,
0.122918039560318,
0.010010553523898125,
-0.02107708901166916,
0.023900743573904037,
-0.02333262749016285,
-0.02342512644827366,
-0.02444373443722725,
0.005922481883317232,
-0.002577118808403611,
0.06139414757490158,
-0.06561260670423508,
0.06176000088453293,
-0.032644446939229965,
0.07461192458868027,
0.0704740583896637,
-0.037171926349401474,
-0.026755154132843018,
0.012147825211286545,
0.0381682813167572,
0.09150814265012741,
0.022106625139713287,
0.07689093798398972,
-0.0634840652346611,
0.12924963235855103,
0.07752641290426254,
-0.011936920695006847,
-0.03280078247189522,
-0.041323352605104446,
0.05215967446565628,
-0.0034809899516403675,
-0.047530870884656906,
0.01615632139146328,
-0.10148219019174576,
-0.005242663435637951,
0.008813850581645966,
0.047016583383083344,
0.013060051016509533,
-0.02642379142343998,
0.02256060019135475,
0.049769867211580276,
0.07701945304870605,
0.028473112732172012,
0.04286665469408035,
-0.046526890248060226,
-0.0329369455575943,
-0.018483750522136688,
-0.0032321547623723745,
0.018411831930279732,
-0.054396890103816986,
0.010848655365407467
] | p | So whenever you have a spiky load, you want to be able to scale horizontally and you want to be able to do it fast. | [
"blog",
"blog/fast-embed-models"
] | 15,929 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
0.042019132524728775,
0.010485189035534859,
-0.00026398003683425486,
0.11522623896598816,
-0.02522926591336727,
-0.04705797880887985,
-0.03322774916887283,
-0.04812396317720413,
-0.0029781104531139135,
-0.041864506900310516,
0.14228782057762146,
-0.00510898744687438,
-0.03915615379810333,
-0.027091899886727333,
0.016108829528093338,
-0.026518065482378006,
0.10370338708162308,
0.02496500313282013,
-0.05775083601474762,
0.03285466507077217,
0.06477981805801392,
-0.010665356181561947,
0.012586970813572407,
0.024950649589300156,
-0.020868627354502678,
-0.01077445037662983,
-0.10519801080226898,
-0.004018884617835283,
0.0697491243481636,
-0.030772186815738678,
0.004062057472765446,
-0.023802632465958595,
-0.08073821663856506,
0.002209271304309368,
-0.045703187584877014,
-0.01142748910933733,
0.08476953953504562,
-0.0670691505074501,
0.08878514170646667,
-0.0022987695410847664,
0.006081966683268547,
-0.03221463784575462,
0.025457892566919327,
0.08311306685209274,
-0.017949873581528664,
0.01600833237171173,
0.0021022255532443523,
0.010380814783275127,
0.04930439591407776,
-0.04910321161150932,
-0.05453464016318321,
0.026530714705586433,
-0.04305189102888107,
-0.026613928377628326,
0.09922248870134354,
0.02986358292400837,
0.006745920516550541,
0.011430267244577408,
0.04080076888203621,
-0.012228935025632381,
-0.04528122767806053,
-0.03979608416557312,
-0.015329839661717415,
0.009300943464040756,
0.01950044557452202,
-0.05859693884849548,
-0.01688311994075775,
0.02466403692960739,
-0.10424929857254028,
0.06308633834123611,
-0.010719499550759792,
0.0556664764881134,
0.023069873452186584,
0.02601451985538006,
-0.04083436354994774,
-0.07749076187610626,
0.06079255789518356,
0.07204072922468185,
0.04415964335203171,
0.0755850076675415,
-0.0012550598476082087,
-0.02943672053515911,
-0.039187364280223846,
0.01998400129377842,
-0.028349976986646652,
-0.04083684831857681,
0.06606020778417587,
0.030218154191970825,
-0.06554201990365982,
-0.02795986644923687,
-0.044979311525821686,
-0.02975570596754551,
-0.03709462657570839,
-0.07198897004127502,
0.04579927399754524,
-0.03133029118180275,
-0.05752447992563248,
-0.09232792258262634,
-0.030094586312770844,
-0.03875865042209625,
0.012801729142665863,
0.025026272982358932,
-0.020488297566771507,
0.1272052526473999,
-0.03990509361028671,
-0.005031488835811615,
0.0645822063088417,
0.07837986946105957,
-0.031333934515714645,
0.08272629976272583,
0.04203767701983452,
0.030905913561582565,
-0.00683878967538476,
0.05832664668560028,
-0.06550788879394531,
0.019670721143484116,
-0.10198404639959335,
0.07211317121982574,
0.008906986564397812,
0.03578535467386246,
-0.024436602368950844,
0.03298775851726532,
-0.01720627397298813,
0.034457359462976456,
0.06898455321788788,
-0.08116531372070312,
0.08122588694095612,
-3.556783623411215e-33,
-0.02759489044547081,
0.07386721670627594,
0.06615463644266129,
-0.047404587268829346,
0.02606678381562233,
-0.04037196934223175,
-0.03883707895874977,
0.05454558879137039,
0.019564688205718994,
-0.015047707594931126,
-0.12721431255340576,
-0.07580459862947464,
-0.03571756184101105,
0.04385878145694733,
-0.010386234149336815,
-0.042240340262651443,
-0.005930270068347454,
-0.005688306875526905,
0.06083996593952179,
-0.022805795073509216,
0.011342344805598259,
-0.07460742443799973,
0.010697457939386368,
-0.08666551858186722,
0.0009185057133436203,
0.015873074531555176,
0.0010341835441067815,
0.021442260593175888,
-0.02595563605427742,
-0.0004093194438610226,
-0.06446192413568497,
0.04363024979829788,
-0.004803250543773174,
-0.007629913277924061,
-0.04934224486351013,
0.006281752604991198,
-0.0004449684638530016,
-0.06025296077132225,
0.0247427299618721,
0.0877985805273056,
-0.000012628112926904578,
-0.02554532326757908,
-0.06688527762889862,
-0.046857282519340515,
-0.008377090096473694,
0.02999505028128624,
0.025106918066740036,
-0.01786772347986698,
-0.07027770578861237,
0.03602967783808708,
0.019260652363300323,
0.028089798986911774,
-0.015304039232432842,
-0.05655089393258095,
0.1245664656162262,
-0.023302068933844566,
0.0382680669426918,
0.05667313560843468,
-0.04725010320544243,
0.10410729050636292,
-0.10004260390996933,
0.016623057425022125,
0.030666356906294823,
0.053144220262765884,
-0.013254712335765362,
-0.07606286555528641,
0.0026826357934623957,
0.08837135136127472,
-0.07603369653224945,
0.005439788568764925,
-0.02961682714521885,
-0.07893601059913635,
0.03293012082576752,
0.0026002642698585987,
-0.020785849541425705,
0.0062124659307301044,
-0.013636033050715923,
-0.04808187484741211,
-0.002733286703005433,
0.032828014343976974,
-0.0674000084400177,
0.003023984143510461,
-0.05245952308177948,
-0.08195763826370239,
0.06925726681947708,
0.057350218296051025,
0.009080588817596436,
-0.029431577771902084,
-0.055920109152793884,
-0.0616881437599659,
0.09538128972053528,
-0.04035671055316925,
0.0023779580369591713,
-0.07189285755157471,
-0.05212768167257309,
3.529282198389758e-34,
-0.02792634628713131,
-0.07626086473464966,
-0.026755601167678833,
0.03766627237200737,
0.08727224916219711,
0.03891608491539955,
-0.00258599198423326,
0.030475351959466934,
-0.12252917885780334,
0.05106896162033081,
0.055142592638731,
-0.050403445959091187,
-0.0612148642539978,
-0.025561299175024033,
0.05083080753684044,
-0.022631051018834114,
-0.0055588544346392155,
0.05488492548465729,
0.030317017808556557,
-0.011379378847777843,
0.10241901129484177,
0.015997204929590225,
0.015912653878331184,
0.0411185659468174,
-0.031651392579078674,
0.02004650980234146,
-0.036219313740730286,
0.001965279458090663,
-0.0786219909787178,
-0.0019921245984733105,
-0.05526883900165558,
0.013699164614081383,
-0.07970353960990906,
-0.017191408202052116,
-0.046570297330617905,
0.05853205546736717,
-0.00011625936895143241,
-0.02602631226181984,
-0.08023621886968613,
0.025180920958518982,
-0.010547524318099022,
0.049312662333250046,
0.05567168816924095,
-0.012003464624285698,
-0.019343050196766853,
-0.016128018498420715,
0.09590490907430649,
-0.008130799047648907,
-0.03375065699219704,
0.025729946792125702,
0.017052415758371353,
-0.08274446427822113,
0.02653125859797001,
-0.005997675005346537,
-0.014730743132531643,
-0.06110246106982231,
-0.008254516869783401,
-0.022050080820918083,
0.07251792401075363,
-0.005995247978717089,
0.051021602004766464,
-0.03850601613521576,
0.026415199041366577,
0.0690828487277031,
0.08990299701690674,
-0.10228747874498367,
0.003606001380831003,
0.06450877338647842,
-0.0015161599731072783,
0.02659297175705433,
0.06273148953914642,
-0.04595346003770828,
-0.005360880400985479,
0.09145651757717133,
-0.09719043225049973,
-0.06216392666101456,
0.09089119732379913,
0.05208328366279602,
0.043539781123399734,
-0.028919536620378494,
-0.040091194212436676,
0.03352649509906769,
0.05810241028666496,
-0.02825102210044861,
-0.07156969606876373,
-0.11939927190542221,
-0.08696311712265015,
-0.09456244856119156,
0.07753568887710571,
-0.04468845948576927,
-0.034354615956544876,
0.027170462533831596,
0.011504002846777439,
0.03037785179913044,
-0.056083064526319504,
-1.8281435032463378e-8,
0.006528692319989204,
-0.02991366572678089,
0.012903759256005287,
-0.013998701237142086,
0.05049307644367218,
0.0624295249581337,
0.08902992308139801,
0.03593264892697334,
-0.014804108999669552,
0.014661800116300583,
0.025531042367219925,
-0.01678510382771492,
0.043845031410455704,
0.08760460466146469,
0.047798603773117065,
0.028163455426692963,
-0.07483294606208801,
-0.059485144913196564,
0.03837497532367706,
0.08725135028362274,
-0.05483458563685417,
-0.0017593886004760861,
0.048584796488285065,
0.06114202365279198,
-0.005561287049204111,
0.03353297337889671,
-0.03282727301120758,
0.01670907251536846,
0.08948886394500732,
-0.0003028403443749994,
-0.006582031957805157,
-0.07847602665424347,
-0.01840178668498993,
-0.011524930596351624,
-0.04812094569206238,
-0.014981118962168694,
-0.07090041786432266,
0.08440621942281723,
0.06802894175052643,
-0.005734436679631472,
-0.03938470780849457,
0.04874454438686371,
-0.046871740370988846,
0.03493902459740639,
-0.03965179622173309,
-0.020298166200518608,
-0.052795570343732834,
-0.017375001683831215,
-0.10906688123941422,
0.060065168887376785,
0.08977192640304565,
0.084682397544384,
0.012494329363107681,
-0.06133728846907616,
-0.012269590981304646,
0.03631112352013588,
-0.03735463321208954,
-0.038167234510183334,
-0.07220789790153503,
0.01754961907863617,
0.014802765101194382,
0.01983528397977352,
0.11731000989675522,
0.07746177911758423
] | p | And that speed comes from being able to be light. | [
"blog",
"blog/fast-embed-models"
] | 15,930 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
0.10579726099967957,
-0.03585591912269592,
0.036749884486198425,
0.024864980950951576,
0.059953637421131134,
-0.04171323403716087,
-0.056145794689655304,
0.005593392066657543,
0.04957900196313858,
-0.026399511843919754,
0.08379671722650528,
0.09428715705871582,
-0.00019458954920992255,
0.029135029762983322,
-0.040014803409576416,
-0.010862859897315502,
0.17411036789417267,
0.03886178135871887,
-0.060812320560216904,
0.03240193426609039,
-0.006167242303490639,
-0.10381927341222763,
0.03472131863236427,
-0.09888327866792679,
0.055166441947221756,
-0.06871062517166138,
-0.10360080748796463,
0.031946077942848206,
0.06677333265542984,
-0.07836999744176865,
0.0453498475253582,
-0.034154199063777924,
-0.04822033271193504,
0.004858421161770821,
-0.06169603019952774,
0.044089511036872864,
0.05205963924527168,
-0.02838693931698799,
-0.061042312532663345,
0.022595122456550598,
0.04734019935131073,
0.03020630031824112,
0.015110687352716923,
0.056784484535455704,
0.011877468787133694,
-0.041044142097234726,
0.02446386218070984,
-0.04601144790649414,
0.01217743568122387,
-0.05944986641407013,
-0.03165312111377716,
-0.0005997401895001531,
-0.06148016080260277,
-0.033467646688222885,
0.010219741612672806,
0.004580949433147907,
0.0009338486124761403,
-0.03146091476082802,
0.08207611739635468,
-0.006410953123122454,
0.024692323058843613,
0.021579528227448463,
0.05535329505801201,
-0.005051424726843834,
0.06684636324644089,
-0.0244803037494421,
-0.017688050866127014,
-0.026769522577524185,
-0.0418553426861763,
0.038551174104213715,
-0.04660077393054962,
0.0563640221953392,
-0.04798678308725357,
-0.004169171210378408,
-0.07347875088453293,
-0.05442606285214424,
0.023512642830610275,
-0.015055686235427856,
0.0009114090353250504,
0.013108809478580952,
0.05332960560917854,
-0.062458306550979614,
-0.04338529706001282,
0.0022237375378608704,
0.05581091344356537,
0.011372293345630169,
0.06287811696529388,
-0.0180355217307806,
-0.18399442732334137,
-0.018881363794207573,
0.017613761126995087,
-0.009851701557636261,
-0.021129844710230827,
0.013422481715679169,
0.08452492207288742,
-0.05380640923976898,
-0.028823668137192726,
-0.03077981434762478,
-0.07869330793619156,
0.01572069153189659,
0.044470079243183136,
0.05665810406208038,
0.03830527141690254,
0.11463862657546997,
-0.04206288233399391,
-0.1098569929599762,
0.07292249798774719,
0.11208861321210861,
-0.10037452727556229,
0.008108236826956272,
-0.028166310861706734,
-0.014921543188393116,
-0.020397856831550598,
0.04583737626671791,
-0.04851054400205612,
-0.04055292531847954,
-0.0233163945376873,
0.08540435135364532,
-0.0020478996448218822,
0.06941943615674973,
0.0023179163690656424,
0.04486194625496864,
0.023473501205444336,
-0.004409528337419033,
0.06495398283004761,
-0.09352374076843262,
0.07576937228441238,
-5.0703410578158725e-34,
0.006373479962348938,
-0.03225526958703995,
-0.0433599054813385,
-0.04785163700580597,
0.05760432407259941,
-0.03277972713112831,
-0.059528056532144547,
0.10938560217618942,
-0.028960416093468666,
0.01700121909379959,
-0.05138916149735451,
-0.03818638250231743,
0.006178698502480984,
0.14920829236507416,
0.04101298004388809,
-0.12199420481920242,
0.007127944380044937,
0.01745675690472126,
-0.0557381771504879,
0.0006155528826639056,
-0.011331167072057724,
-0.08087822794914246,
0.007057908456772566,
-0.06279553472995758,
-0.03593602403998375,
0.0032870729919523,
0.03871304169297218,
-0.025425493717193604,
-0.03941964730620384,
0.0377686582505703,
-0.12965120375156403,
-0.07162482291460037,
0.03783886879682541,
-0.04943108558654785,
0.024022335186600685,
0.0175916887819767,
0.01965179666876793,
-0.021648207679390907,
-0.02101479098200798,
0.012700418010354042,
-0.04567978158593178,
0.028810812160372734,
-0.023688772693276405,
-0.07360270619392395,
-0.04669468477368355,
0.05717473477125168,
0.02354859746992588,
0.004633611533790827,
-0.0640149861574173,
0.03958956152200699,
0.10339827835559845,
0.027797983959317207,
-0.030376994982361794,
-0.04475000500679016,
0.0806455910205841,
-0.02310805954039097,
0.02626757323741913,
0.042479805648326874,
0.045855019241571426,
0.059364233165979385,
-0.10241614282131195,
0.04332469403743744,
-0.015180802904069424,
0.046318963170051575,
-0.028459075838327408,
-0.010444574058055878,
-0.006845551542937756,
0.05453749746084213,
-0.021564284339547157,
0.024101046845316887,
-0.016390372067689896,
-0.0005812637391500175,
0.02885250933468342,
-0.0691269040107727,
-0.022894253954291344,
-0.0042264158837497234,
-0.034012094140052795,
-0.05173517018556595,
-0.00981118343770504,
0.010429956950247288,
-0.07163771241903305,
-0.020933914929628372,
-0.029597172513604164,
-0.09830300509929657,
0.0137814711779356,
-0.09643416106700897,
-0.00506986491382122,
-0.03925134614109993,
-0.04191410541534424,
-0.03306520730257034,
0.04762868210673332,
0.010706810280680656,
-0.002193199237808585,
-0.04590052366256714,
-0.008033943362534046,
1.271832541356905e-34,
0.025667844340205193,
-0.09496977180242538,
-0.006337891798466444,
0.07751192152500153,
0.07599925994873047,
0.0661032497882843,
-0.01862187683582306,
0.029455671086907387,
-0.09614846855401993,
0.08276732265949249,
-0.014387877658009529,
-0.03719070181250572,
-0.09111352264881134,
-0.033764731138944626,
0.08837761729955673,
0.007578883785754442,
-0.0013811405515298247,
0.002916790544986725,
0.000494442880153656,
-0.004147246014326811,
0.04784134775400162,
0.04786643385887146,
0.10428959131240845,
0.10253851860761642,
0.03755192458629608,
0.10329028218984604,
-0.0008958641556091607,
0.013469348661601543,
-0.08873770385980606,
0.011463738977909088,
-0.05135758966207504,
-0.04020668938755989,
-0.07023108750581741,
-0.022889232262969017,
-0.04806383699178696,
0.03289460390806198,
0.025701649487018585,
0.01766994222998619,
-0.07340802997350693,
-0.04775147885084152,
0.05942879617214203,
0.07487689703702927,
-0.04170387238264084,
0.000039053029468050227,
-0.0576263926923275,
0.023539191111922264,
-0.01090638991445303,
-0.03247395530343056,
0.04165196418762207,
0.045597195625305176,
-0.018800172954797745,
-0.05436471849679947,
0.03554145246744156,
0.03332328423857689,
0.004027280490845442,
-0.04341408610343933,
-0.04114565625786781,
-0.0032284301705658436,
0.021393394097685814,
0.06388387084007263,
0.07383222877979279,
-0.07555326074361801,
-0.016168760135769844,
0.020128872245550156,
0.08884060382843018,
-0.015691781416535378,
0.04849901795387268,
0.03765818476676941,
-0.0770002007484436,
0.06523013859987259,
0.07180609554052353,
-0.017660418525338173,
-0.019973929971456528,
0.041210025548934937,
-0.02430308610200882,
-0.043680205941200256,
0.1046227216720581,
0.07072994858026505,
0.019071077927947044,
-0.06757839769124985,
-0.014338767156004906,
-0.0003919485316146165,
-0.011997763998806477,
-0.05743362009525299,
-0.02890225499868393,
-0.007527432404458523,
-0.06701632589101791,
-0.06700314581394196,
-0.019813237711787224,
0.017817212268710136,
0.026887742802500725,
0.056054551154375076,
0.020324213430285454,
0.06452783942222595,
0.026715733110904694,
-1.9903820813738093e-8,
-0.02003452554345131,
-0.004120335914194584,
0.0843997597694397,
-0.011370631866157055,
-0.018608273938298225,
-0.04867171123623848,
0.0648627057671547,
0.08740350604057312,
0.018055573105812073,
-0.006880939472466707,
0.1072821244597435,
-0.08105447143316269,
0.00836416706442833,
0.07876157015562057,
0.07101734727621078,
0.019151808694005013,
-0.008300448767840862,
-0.06353811919689178,
-0.0195429939776659,
0.047759268432855606,
-0.07517849653959274,
0.05922457575798035,
0.07025866955518723,
0.004104210063815117,
-0.047983307391405106,
0.04835008084774017,
-0.03927998244762421,
0.044652070850133896,
0.09744816273450851,
-0.037019360810518265,
-0.011395059525966644,
-0.010242757387459278,
-0.030300134792923927,
-0.011000510305166245,
-0.0359349362552166,
0.0031521159689873457,
-0.023630209267139435,
0.015593115240335464,
-0.026764409616589546,
-0.009123747237026691,
-0.029435167089104652,
-0.0004975735209882259,
0.02972959168255329,
-0.03827235475182533,
0.06985974311828613,
0.030426310375332832,
-0.025073833763599396,
0.013350470922887325,
-0.07962479442358017,
0.06574832648038864,
0.02888256125152111,
-0.000865669921040535,
-0.04398123919963837,
0.008493414148688316,
0.0100653525441885,
0.007245110347867012,
0.01196377445012331,
-0.011287623085081577,
0.032503195106983185,
-0.010401420295238495,
0.03661612421274185,
-0.06707753986120224,
0.03379267081618309,
0.05281037092208862
] | p | And that is why Fast Embed is very light. | [
"blog",
"blog/fast-embed-models"
] | 15,931 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
0.06287871301174164,
-0.055485475808382034,
0.026178760454058647,
0.012164164334535599,
0.08656055480241776,
-0.010923055931925774,
-0.09481482952833176,
-0.006516707129776478,
0.03803681209683418,
-0.006695698946714401,
0.02922891266644001,
0.08162800967693329,
-0.019947605207562447,
-0.01511814258992672,
-0.057527463883161545,
0.028525304049253464,
0.12420399487018585,
-0.014024412259459496,
-0.0826462134718895,
0.053909070789813995,
0.03317990154027939,
-0.10135500878095627,
-0.03404165804386139,
-0.0647408738732338,
0.05561470985412598,
-0.023785535246133804,
-0.09626835584640503,
0.05720901116728783,
0.025714298710227013,
-0.06484931707382202,
0.02266346476972103,
0.0015950691886246204,
-0.0028380625881254673,
0.001890907296910882,
-0.04822709411382675,
-0.020925449207425117,
0.032425958663225174,
-0.049998752772808075,
-0.05631360039114952,
-0.04387863725423813,
0.03330289199948311,
0.03266419842839241,
-0.05398054048418999,
0.11538337916135788,
-0.0200108140707016,
0.031109323725104332,
-0.012675236910581589,
0.004435427021235228,
-0.04474449157714844,
-0.04216497391462326,
-0.015711655840277672,
0.039900097995996475,
-0.113910973072052,
0.01908874697983265,
-0.03934063762426376,
-0.0850629061460495,
-0.018896708264946938,
0.006419839803129435,
0.012123866938054562,
0.06210126727819443,
-0.017692791298031807,
-0.06616409868001938,
0.054608456790447235,
0.0172785222530365,
0.023518042638897896,
-0.019140560179948807,
0.028026873245835304,
-0.027190284803509712,
-0.06590752303600311,
0.0443766713142395,
-0.04992332309484482,
-0.022073669359087944,
-0.02902371808886528,
0.048100706189870834,
-0.06572014093399048,
-0.026986589655280113,
0.041805509477853775,
0.053955961018800735,
0.03335895761847496,
-0.012527632527053356,
-0.011187988333404064,
0.0031477739103138447,
0.027040204033255577,
-0.07946062088012695,
0.04029136523604393,
-0.0033223892096430063,
-0.006774850655347109,
-0.017170777544379234,
-0.13794419169425964,
-0.0929035097360611,
0.06011207029223442,
0.005842080805450678,
0.057445596903562546,
0.06892583519220352,
0.004373711533844471,
-0.01328266691416502,
-0.06553158909082413,
0.0010776286944746971,
-0.05642019212245941,
-0.015886690467596054,
0.034216318279504776,
0.11337496340274811,
0.029942262917757034,
0.011030801571905613,
-0.05614151060581207,
-0.12961706519126892,
0.05261319875717163,
0.10070157796144485,
-0.0628722608089447,
-0.014124125242233276,
-0.049180157482624054,
0.02775835059583187,
-0.03571993112564087,
0.09301529079675674,
0.01273136492818594,
-0.03992659971117973,
-0.04115694388747215,
0.061218392103910446,
0.09618435800075531,
0.015993967652320862,
-0.022120889276266098,
0.031746841967105865,
0.008479548618197441,
-0.03394369035959244,
-0.0375414714217186,
-0.04640517011284828,
0.03666733205318451,
9.931438611055608e-34,
-0.018960384652018547,
-0.0506645105779171,
-0.03540167212486267,
-0.018033601343631744,
-0.024009160697460175,
-0.007582432124763727,
-0.04611970856785774,
0.12396226823329926,
-0.03443652391433716,
0.03702608495950699,
-0.036943621933460236,
-0.013407423160970211,
0.02257547900080681,
0.11224212497472763,
0.05275612324476242,
-0.025049714371562004,
-0.08749975264072418,
0.018778061494231224,
-0.011895920149981976,
-0.02782130055129528,
0.025891343131661415,
-0.029444372281432152,
-0.009529330767691135,
-0.07306024432182312,
0.01300786528736353,
-0.04733070358633995,
0.06790007650852203,
-0.08115123212337494,
0.0728464126586914,
0.04300457611680031,
-0.16017092764377594,
-0.08934561908245087,
0.017669089138507843,
-0.0996447205543518,
0.10188575834035873,
0.01255623809993267,
0.0580313615500927,
-0.020480874925851822,
-0.05388246476650238,
-0.029028447344899178,
0.015216005966067314,
-0.030716005712747574,
-0.04351215064525604,
-0.09622230380773544,
-0.1053970456123352,
0.0018100265879184008,
0.028718233108520508,
-0.046625442802906036,
-0.03365599736571312,
0.02484777942299843,
0.04546022042632103,
0.047722093760967255,
-0.021153174340724945,
0.017127634957432747,
0.07217322289943695,
-0.02843700721859932,
0.05734887346625328,
0.06516049802303314,
0.10439087450504303,
0.12818603217601776,
-0.10277654230594635,
-0.03588951379060745,
0.025996608659625053,
-0.004120968747884035,
-0.0724601149559021,
0.05965369567275047,
0.06899698823690414,
0.05592759698629379,
-0.0026453982573002577,
0.02960147336125374,
0.0016051357379183173,
-0.021246492862701416,
0.02799980156123638,
0.0015411167405545712,
-0.03568951040506363,
-0.02858319692313671,
-0.0485035702586174,
-0.057570938020944595,
-0.009256415069103241,
0.04006878286600113,
-0.049276795238256454,
-0.084906205534935,
-0.01452595740556717,
-0.011473681777715683,
-0.009501929394900799,
-0.05982450395822525,
0.07319792360067368,
-0.025555141270160675,
-0.019484838470816612,
0.022440936416387558,
0.02478453703224659,
0.011992164887487888,
0.01395179983228445,
-0.0161815844476223,
-0.008072557859122753,
-1.78696814502081e-33,
-0.02425992675125599,
-0.06861045956611633,
0.009789359755814075,
0.10074689984321594,
-0.01694674789905548,
0.018517185002565384,
-0.003809334011748433,
0.06666204333305359,
-0.02905675396323204,
0.06119270622730255,
-0.03470364585518837,
-0.011431161314249039,
-0.013125075027346611,
0.03234855458140373,
0.00839326810091734,
0.0020651500672101974,
-0.014728344976902008,
-0.053065814077854156,
0.053856201469898224,
0.03974160552024841,
0.020905347540974617,
-0.006830297410488129,
0.10643291473388672,
0.06495549529790878,
0.05389532446861267,
0.10097826272249222,
0.04493376240134239,
-0.023341694846749306,
-0.045549821108579636,
-0.008240892551839352,
-0.04596273973584175,
-0.08838938921689987,
-0.08131778985261917,
-0.05925026535987854,
-0.0031153683084994555,
-0.04195278510451317,
0.0381171889603138,
0.039460767060518265,
-0.05181592330336571,
-0.05314172804355621,
0.016539322212338448,
0.060652244836091995,
-0.06237655505537987,
-0.00479393033310771,
-0.01598263345658779,
-0.00885824579745531,
0.008743765763938427,
0.032400842756032944,
0.09474005550146103,
0.012914725579321384,
0.04429003968834877,
0.028243480250239372,
0.012426167726516724,
0.012325664982199669,
-0.005827161483466625,
-0.0690494254231453,
-0.00014017078501638025,
-0.025181906297802925,
0.019515085965394974,
0.039188582450151443,
0.042581308633089066,
-0.06637522578239441,
0.021655209362506866,
-0.06780228763818741,
0.05525270849466324,
-0.007877199910581112,
0.09709726274013519,
-0.0030677488539367914,
-0.07366089522838593,
0.058183640241622925,
0.0003934894048143178,
-0.022849731147289276,
0.012633008882403374,
-0.037814635783433914,
-0.019476471468806267,
0.03779316321015358,
0.11427536606788635,
-0.0012672613374888897,
0.05212796479463577,
0.008741586469113827,
-0.022474922239780426,
0.06880573183298111,
0.059640903025865555,
-0.048995282500982285,
-0.0413995198905468,
-0.030089201405644417,
-0.040512003004550934,
0.009648124687373638,
-0.006858069449663162,
-0.016529928892850876,
-0.017683785408735275,
0.05983693152666092,
-0.042451974004507065,
0.08412860333919525,
0.007155815605074167,
-2.2457861348357255e-8,
0.028126168996095657,
-0.050524722784757614,
0.10108786076307297,
-0.0026166827883571386,
-0.015556255355477333,
-0.04627719148993492,
-0.011131344363093376,
0.10332734882831573,
0.06497208029031754,
0.009902768768370152,
0.10904301702976227,
-0.0877469852566719,
-0.08887650817632675,
-0.005309187341481447,
0.01549969706684351,
0.010563046671450138,
-0.0019086161628365517,
-0.07977251708507538,
0.0238595400005579,
0.026398038491606712,
0.0004412650305312127,
0.0840020477771759,
0.07834218442440033,
-0.010644311085343361,
0.023405997082591057,
0.02590102143585682,
-0.025126196444034576,
0.08081573247909546,
0.04721572622656822,
-0.1216282844543457,
-0.014995204284787178,
0.011188887991011143,
-0.04471246525645256,
-0.002643086714670062,
0.017505260184407234,
0.012011084705591202,
-0.015707645565271378,
0.08911626040935516,
0.006669246591627598,
-0.024866648018360138,
-0.034203965216875076,
-0.08315221220254898,
0.07276469469070435,
-0.02927839569747448,
0.037010133266448975,
-0.030202044174075127,
-0.06574889272451401,
0.04443882033228874,
-0.040856536477804184,
0.03744059056043625,
-0.02589571289718151,
-0.04511718451976776,
-0.0253168735653162,
0.026417961344122887,
0.03441686928272247,
-0.018893606960773468,
-0.007314614485949278,
-0.0732673704624176,
-0.013994703069329262,
0.050629980862140656,
0.01758412830531597,
-0.05502929165959358,
0.050660934299230576,
0.06379624456167221
] | p | So you will see here that we call out that Fast Embed is just half a GB versus five GB. | [
"blog",
"blog/fast-embed-models"
] | 15,932 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
0.043003372848033905,
-0.0014706982765346766,
0.039270851761102676,
-0.031649064272642136,
0.09740136563777924,
-0.03769916668534279,
-0.11739592999219894,
0.0007378786685876548,
0.02604721486568451,
-0.050425246357917786,
0.01100122183561325,
0.06730930507183075,
0.024080296978354454,
-0.003426110139116645,
-0.060086093842983246,
-0.004116217605769634,
0.058032598346471786,
-0.015081715770065784,
-0.04659928008913994,
0.07653666287660599,
-0.11549711972475052,
-0.03977779299020767,
-0.015397278591990471,
-0.05152413994073868,
0.04838729649782181,
0.026714665815234184,
-0.05596539378166199,
-0.0026132194325327873,
0.03273957967758179,
-0.05622027814388275,
0.05785427242517471,
0.05737953260540962,
0.004949194844812155,
-0.030079251155257225,
0.06112568452954292,
0.057441797107458115,
-0.019872739911079407,
-0.04978890344500542,
-0.11839521676301956,
-0.04354451596736908,
0.06208384409546852,
0.011407448910176754,
0.020937088876962662,
0.05142936110496521,
-0.014766988344490528,
-0.023354390636086464,
-0.008793383836746216,
-0.0800810307264328,
-0.0010912313591688871,
0.031534601002931595,
-0.011635190807282925,
-0.008566408418118954,
-0.028401589021086693,
-0.03371191769838333,
-0.03369174525141716,
-0.04121699556708336,
-0.010571480728685856,
0.06787377595901489,
0.005002231802791357,
0.037299878895282745,
0.03019784763455391,
0.0015560457250103354,
0.029406527057290077,
0.0012232036096975207,
0.03030765801668167,
-0.019006282091140747,
-0.006302763242274523,
-0.05133722350001335,
0.009939813055098057,
0.03841333091259003,
0.04046763852238655,
0.01621900126338005,
-0.09637612849473953,
-0.06197883561253548,
-0.051478464156389236,
0.04720384255051613,
0.013009784743189812,
-0.048558663576841354,
-0.0011169521603733301,
-0.01862368732690811,
0.03405826538801193,
-0.005884939339011908,
-0.010728100314736366,
-0.08708522468805313,
0.04262028634548187,
-0.0073546962812542915,
0.07398311048746109,
-0.101764976978302,
-0.08030083775520325,
-0.03277216851711273,
0.07072621583938599,
-0.013155553489923477,
0.08027677237987518,
0.06582093238830566,
0.07921462506055832,
-0.03697221726179123,
-0.009470405988395214,
0.03328070417046547,
-0.0009576557204127312,
0.04484076425433159,
0.002473775763064623,
0.02636522799730301,
0.08709830045700073,
0.04008288308978081,
0.054274581372737885,
-0.03103594109416008,
0.04602104052901268,
0.03154311329126358,
-0.10811980813741684,
-0.016737356781959534,
-0.014139413833618164,
-0.03967250883579254,
-0.07526899129152298,
0.08949968218803406,
-0.022400980815291405,
-0.0482175275683403,
-0.033081233501434326,
-0.04220849648118019,
0.0018164258217439055,
0.03766169771552086,
0.019707363098859787,
-0.0320868082344532,
0.04941015690565109,
-0.04031851515173912,
-0.04487122967839241,
-0.04921352118253708,
-0.11030694842338562,
3.6927523202868595e-33,
0.0036214683204889297,
-0.08383388072252274,
-0.0384327732026577,
0.009374372661113739,
0.11039579659700394,
-0.009650583378970623,
-0.051429737359285355,
0.058259107172489166,
-0.028413375839591026,
0.004328971728682518,
-0.06632597744464874,
0.018400155007839203,
0.0007960546063259244,
0.09898941963911057,
0.06516847759485245,
-0.049178555607795715,
-0.06939652562141418,
0.00801851600408554,
-0.07305867224931717,
0.00885920599102974,
-0.0005294561851769686,
-0.033997971564531326,
-0.010892007499933243,
-0.07244522124528885,
0.0019026502268388867,
-0.003370036371052265,
0.02760036289691925,
-0.024816058576107025,
-0.028212836012244225,
-0.00009150365076493472,
-0.03639721870422363,
-0.09572162479162216,
0.07370270788669586,
-0.058507855981588364,
0.04764869064092636,
0.0294596329331398,
0.1021917387843132,
0.01607023924589157,
-0.04195691645145416,
-0.03916090354323387,
-0.03557781130075455,
-0.020701104775071144,
-0.009415051899850368,
-0.04138801246881485,
-0.0020183383021503687,
-0.03846319019794464,
0.07223688066005707,
-0.05497851222753525,
-0.08567383885383606,
0.0679616779088974,
0.019538920372724533,
0.02413938008248806,
-0.044974662363529205,
0.04095068573951721,
0.011848930269479752,
-0.12258761376142502,
0.005738039501011372,
0.021033748984336853,
0.03170869126915932,
0.03967126086354256,
-0.09855449199676514,
-0.032571885734796524,
0.02095840871334076,
-0.008459669537842274,
0.006454830057919025,
0.07558674365282059,
0.05928193777799606,
0.11905933171510696,
-0.03328228369355202,
0.07964643090963364,
-0.003737133927643299,
0.01779433898627758,
0.06851425021886826,
0.012392979115247726,
0.018216963857412338,
-0.027293117716908455,
-0.0645783394575119,
-0.0746765285730362,
-0.03937689960002899,
0.05908758565783501,
-0.027542700991034508,
0.06158962473273277,
0.009718148037791252,
0.024645719677209854,
-0.09561369568109512,
-0.10133042931556702,
0.05329963564872742,
0.015466357581317425,
-0.008521479554474354,
0.11715282499790192,
0.09251771122217178,
0.0876525267958641,
-0.0007143424008972943,
-0.012398513033986092,
-0.038675639778375626,
-3.9830906087323334e-33,
-0.08143369108438492,
0.03175143152475357,
-0.04056425392627716,
0.04355969280004501,
-0.02539079450070858,
0.013435914181172848,
0.07032036781311035,
0.08088397234678268,
-0.024038946256041527,
-0.05881200358271599,
-0.0006356177618727088,
-0.012161296792328358,
-0.049539972096681595,
0.0022481167688965797,
-0.05118907615542412,
0.019199075177311897,
-0.04170578345656395,
-0.06985179334878922,
0.04743575677275658,
-0.0129513218998909,
0.0622263140976429,
0.06365834176540375,
0.07430220395326614,
0.0443781241774559,
0.027291420847177505,
0.10013256967067719,
0.01390733290463686,
-0.02743551693856716,
-0.019137248396873474,
0.005326008424162865,
0.03902300447225571,
-0.011959545314311981,
-0.012925910763442516,
0.03354261443018913,
0.027938099578022957,
0.020827962085604668,
-0.002359675709158182,
0.0683591216802597,
-0.04969104379415512,
-0.11087117344141006,
0.013396396301686764,
0.024155467748641968,
-0.03690042346715927,
-0.020120879635214806,
0.007065685465931892,
-0.05478869751095772,
-0.05326980724930763,
-0.04327134042978287,
0.04690365120768547,
0.008256426081061363,
-0.015181545168161392,
-0.02093929424881935,
0.037674590945243835,
0.020841162651777267,
-0.014095781370997429,
-0.10472997277975082,
-0.0520796924829483,
0.026385311037302017,
0.010267259553074837,
0.07784385234117508,
0.10200215131044388,
-0.01532101258635521,
-0.04737327620387077,
-0.0963631421327591,
0.041316065937280655,
0.001086641219444573,
-0.004516345448791981,
0.05423254892230034,
-0.06350107491016388,
0.07109192758798599,
0.0484175905585289,
-0.04538237303495407,
-0.03257949650287628,
0.004783818032592535,
-0.011358018033206463,
-0.032373297959566116,
0.026469815522432327,
0.04936908930540085,
0.08368956297636032,
-0.00837747287005186,
-0.015537583269178867,
0.023798109963536263,
0.019794335588812828,
-0.057171400636434555,
-0.00914419163018465,
0.0463937409222126,
0.0037083167117089033,
0.06133829429745674,
0.02822820097208023,
0.012495177797973156,
0.02867310307919979,
0.018993191421031952,
-0.11188094317913055,
0.12437006086111069,
0.045808419585227966,
-3.055322039813291e-8,
0.01573348604142666,
-0.005032894667237997,
0.02037026919424534,
0.028941059485077858,
-0.03734010457992554,
-0.0973801389336586,
-0.02383233606815338,
0.08792222291231155,
0.014547890052199364,
-0.05243285372853279,
0.03920399770140648,
-0.09835086762905121,
-0.12594158947467804,
-0.02480456233024597,
0.08659443259239197,
0.05004658177495003,
-0.04154834896326065,
-0.010114016011357307,
0.004473387263715267,
-0.06802869588136673,
-0.06847704201936722,
0.08672470599412918,
0.09493489563465118,
-0.05396619066596031,
-0.12086840718984604,
0.027841640636324883,
0.0713929608464241,
0.07856523990631104,
0.017789170145988464,
-0.06610620021820068,
-0.0075296442955732346,
0.025099828839302063,
-0.052139606326818466,
-0.05025721341371536,
0.0035622306168079376,
0.05812264606356621,
-0.03505364805459976,
-0.043410416692495346,
0.005742485169321299,
-0.011976370587944984,
-0.06269291788339615,
-0.12821584939956665,
0.06211286038160324,
-0.04182260483503342,
0.025501100346446037,
-0.010538582690060139,
0.050507329404354095,
0.07296991348266602,
-0.007168494630604982,
-0.018832463771104813,
0.03948410972952843,
0.024090878665447235,
-0.032818637788295746,
0.015527757816016674,
0.08804144710302353,
-0.04740890488028526,
0.025395693257451057,
0.019222326576709747,
0.044998813420534134,
0.036318741738796234,
-0.009702571667730808,
-0.046734653413295746,
-0.007354727480560541,
0.0607747845351696
] | p | So on the extreme cases, this could be a ten x difference in your docker, image sizes and even Ram consumptions recall how good or bad are these embeddings? | [
"blog",
"blog/fast-embed-models"
] | 15,933 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
-0.08275911211967468,
0.059012506157159805,
-0.003790589515119791,
-0.0008257649024017155,
-0.0007721789297647774,
-0.05876527354121208,
0.06494014710187912,
-0.03515740483999252,
-0.10611217468976974,
-0.07667292654514313,
-0.07019126415252686,
0.005014984402805567,
0.00968544464558363,
0.07893982529640198,
0.0439140684902668,
-0.00784170813858509,
0.016981909051537514,
-0.1178152933716774,
-0.07848970592021942,
0.008474781177937984,
-0.12112545967102051,
0.08501431345939636,
0.05759701132774353,
-0.005310100503265858,
0.06171252951025963,
-0.048656709492206573,
0.018023120239377022,
0.051299963146448135,
0.024450508877635002,
0.015962202101945877,
0.0008103094296529889,
0.03817162662744522,
0.055653687566518784,
0.014635171741247177,
-0.031005339697003365,
0.005177228711545467,
-0.0903434306383133,
-0.0056238635443151,
0.04497888684272766,
-0.010694872587919235,
-0.06535540521144867,
-0.04903062433004379,
-0.012096610851585865,
-0.005305254366248846,
-0.04023384675383568,
0.035529155284166336,
-0.08379973471164703,
-0.029044203460216522,
0.13153736293315887,
-0.01440326776355505,
0.0056470478884875774,
-0.03450058028101921,
0.038150884211063385,
-0.04223359003663063,
0.04753429442644119,
-0.02602289617061615,
-0.04023221507668495,
-0.019081557169556618,
0.02175753004848957,
0.06671369075775146,
0.009113041684031487,
-0.014869838021695614,
-0.061643507331609726,
0.009768269956111908,
-0.07779776304960251,
-0.007251933217048645,
0.07073892652988434,
-0.025548910722136497,
0.027387240901589394,
0.09090839326381683,
0.0515298992395401,
-0.018673760816454887,
0.10360430926084518,
-0.07624630630016327,
0.07288483530282974,
0.07696571201086044,
0.02034110389649868,
-0.03038339503109455,
0.06724359095096588,
0.07088997960090637,
0.027247287333011627,
0.025100646540522575,
-0.030798722058534622,
-0.0017688177758827806,
0.033425554633140564,
0.0039052285719662905,
0.004974734038114548,
-0.01096427533775568,
0.02905893139541149,
0.0016551302978768945,
-0.09053146839141846,
-0.07303143292665482,
0.09316005557775497,
0.013093819841742516,
-0.05722127482295036,
-0.09525585919618607,
-0.01329831127077341,
0.0051366714760661125,
-0.07275469601154327,
0.1626904308795929,
0.02133115567266941,
0.046938586980104446,
-0.029741907492280006,
0.037773847579956055,
0.0533747673034668,
-0.058049071580171585,
0.05735527351498604,
-0.037153538316488266,
0.030956270173192024,
-0.08261352777481079,
-0.04432283714413643,
-0.06102362275123596,
-0.028784042224287987,
0.061873745173215866,
0.02751786820590496,
0.05664752796292305,
-0.02713564597070217,
0.058830391615629196,
0.01168450154364109,
-0.004815525375306606,
0.007424166891723871,
0.06413836032152176,
0.03804481774568558,
-0.006812724284827709,
0.007299190852791071,
-0.11306918412446976,
0.05947968363761902,
-1.7724076271049604e-33,
-0.000960503879468888,
-0.018013671040534973,
0.039907101541757584,
-0.043811436742544174,
-0.008321134373545647,
0.01641378179192543,
-0.024924729019403458,
-0.033592041581869125,
-0.04012595862150192,
0.0565330907702446,
0.016141854226589203,
-0.07497578859329224,
-0.019817126914858818,
0.041617732495069504,
-0.029535934329032898,
-0.025801002979278564,
-0.015315153636038303,
0.014277576468884945,
0.014981372281908989,
-0.04257022589445114,
-0.013894452713429928,
0.0545475147664547,
0.003309548832476139,
0.00912451185286045,
-0.06385649740695953,
0.047223564237356186,
0.029740557074546814,
-0.11207716166973114,
0.008858682587742805,
0.000780607748311013,
-0.05215892195701599,
-0.037070438265800476,
-0.017148038372397423,
-0.030100243166089058,
0.054361820220947266,
-0.0011524944566190243,
0.006003142334520817,
-0.06132840737700462,
0.030280714854598045,
0.04210664704442024,
0.027334894984960556,
0.021464914083480835,
-0.025636063888669014,
0.039460688829422,
0.0012955502606928349,
0.08140598237514496,
0.06982553750276566,
0.03088800609111786,
0.021580761298537254,
0.032254237681627274,
-0.000177332476596348,
-0.025869220495224,
0.01813514158129692,
0.03704846650362015,
0.016718029975891113,
0.032356150448322296,
-0.0029115721117705107,
-0.024181662127375603,
0.0028343091253191233,
0.038834262639284134,
-0.02750249207019806,
0.018970830366015434,
0.05741273984313011,
-0.034381989389657974,
-0.049753591418266296,
0.03219054639339447,
-0.013017176650464535,
-0.03918980807065964,
0.09787900745868683,
-0.0019561932422220707,
-0.059060536324977875,
0.06889103353023529,
0.006659386213868856,
0.03745187446475029,
-0.01887025497853756,
-0.0030510451178997755,
0.00457841856405139,
-0.046087902039289474,
-0.024653257802128792,
-0.08604578673839569,
0.013610065914690495,
-0.04447852075099945,
0.05650295689702034,
-0.06868468225002289,
0.01991557888686657,
-0.019130291417241096,
0.06415607035160065,
0.023435628041625023,
0.01188918761909008,
-0.07467751204967499,
-0.13416333496570587,
-0.01863165572285652,
0.02801058068871498,
-0.006136175710707903,
-0.03331902623176575,
-2.3691624871567607e-34,
-0.1363210529088974,
-0.10520600527524948,
-0.02886800654232502,
0.03961622714996338,
-0.02102033421397209,
-0.012251178734004498,
0.08272800594568253,
0.07268685847520828,
-0.08137045800685883,
0.07806917279958725,
0.09750229865312576,
-0.03651127964258194,
-0.017455942928791046,
0.043007995933294296,
-0.004233645275235176,
0.04208578169345856,
0.08618184924125671,
-0.06834612041711807,
0.02739083021879196,
-0.08730649948120117,
0.010706339962780476,
-0.010024020448327065,
-0.023093661293387413,
0.0911821648478508,
-0.048605550080537796,
0.0818764939904213,
-0.005029801279306412,
0.04635254293680191,
-0.09319435805082321,
0.04813290759921074,
-0.07321060448884964,
-0.03626982122659683,
-0.028376678004860878,
-0.0063310349360108376,
0.009225782006978989,
-0.04419960081577301,
0.018408115953207016,
0.059697385877370834,
0.015594434924423695,
-0.003195729572325945,
0.06800513714551926,
-0.002657124772667885,
0.04706794023513794,
0.15111088752746582,
-0.042404502630233765,
-0.02581620216369629,
0.05261077359318733,
0.010146023705601692,
0.010543713346123695,
0.0343274287879467,
-0.09286011755466461,
0.013101616874337196,
-0.050225645303726196,
0.052595432847738266,
-0.05515390262007713,
-0.022211192175745964,
-0.03378253057599068,
-0.013356859795749187,
0.004529344849288464,
-0.03309542313218117,
-0.01241211500018835,
0.04574635624885559,
-0.04961210489273071,
0.05872226506471634,
-0.04019325599074364,
0.028547676280140877,
-0.02055658958852291,
0.03196639195084572,
-0.00897412933409214,
0.050603315234184265,
0.13184015452861786,
0.0026924610137939453,
-0.1263016164302826,
0.044405583292245865,
0.011804154142737389,
-0.05161358043551445,
-0.032314836978912354,
-0.05127957835793495,
0.012873045168817043,
-0.08148552477359772,
-0.011798925697803497,
-0.02070201002061367,
0.039526890963315964,
-0.014068467542529106,
0.03910253942012787,
0.041650183498859406,
-0.017779380083084106,
-0.1155003011226654,
0.008292964659631252,
0.11681602150201797,
0.023348679766058922,
0.06505929678678513,
0.05551210418343544,
0.02286289818584919,
0.03164994716644287,
-2.135465138053405e-8,
-0.008418249897658825,
0.06870781630277634,
-0.0730537548661232,
0.006746489554643631,
0.0026251678355038166,
0.06022987887263298,
-0.021822577342391014,
0.02995235286653042,
0.02139173448085785,
0.025698019191622734,
0.04780453443527222,
0.006207124330103397,
0.0034044566564261913,
0.000607516965828836,
0.04849058389663696,
0.026920625939965248,
-0.00511743500828743,
-0.14104728400707245,
-0.015669820830225945,
0.03043692372739315,
-0.05194961652159691,
0.006322761066257954,
-0.02783903107047081,
0.027005067095160484,
0.00014244334306567907,
-0.05802862346172333,
0.02674064040184021,
-0.04148145765066147,
0.06584567576646805,
0.04921449348330498,
0.07356609404087067,
-0.09246718138456345,
-0.06270676106214523,
-0.029173830524086952,
0.02423044666647911,
-0.10049322992563248,
-0.01336977444589138,
0.03087894804775715,
-0.03985121473670006,
-0.07123666256666183,
-0.04256533086299896,
0.0111658601090312,
0.021688127890229225,
0.0643746629357338,
-0.07394172996282578,
0.019038470461964607,
-0.009740941226482391,
-0.06476853042840958,
-0.06945068389177322,
-0.0944773405790329,
-0.0384845957159996,
0.0433657169342041,
-0.034996096044778824,
0.012840848416090012,
0.06856747716665268,
0.011636799201369286,
-0.017179841175675392,
-0.010123424232006073,
0.0457441508769989,
0.051021043211221695,
0.11652544885873795,
-0.019449373707175255,
0.03323987126350403,
0.06677627563476562
] | p | Right? | [
"blog",
"blog/fast-embed-models"
] | 15,934 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
0.025056125596165657,
-0.0012477298732846975,
-0.06096820905804634,
0.0043916404247283936,
-0.010722343809902668,
-0.03644347935914993,
-0.03822338208556175,
-0.07769066840410233,
0.019544515758752823,
-0.022472679615020752,
-0.07785677164793015,
0.06413092464208603,
-0.04422814026474953,
-0.01785343699157238,
0.009112457744777203,
0.000891964475158602,
0.038046885281801224,
-0.021735621616244316,
-0.09840617328882217,
0.042057596147060394,
0.03785554692149162,
-0.0853709802031517,
-0.012310512363910675,
-0.014773831702768803,
0.04367130994796753,
-0.03350113332271576,
-0.09560956805944443,
-0.03326814994215965,
0.033169571310281754,
-0.0436633937060833,
-0.08268571645021439,
-0.06455550342798233,
0.06989578902721405,
-0.05476716533303261,
-0.007322288118302822,
0.0433887280523777,
-0.05052965506911278,
-0.05047426372766495,
0.060483045876026154,
0.023316865786910057,
0.04161657765507698,
-0.05537061020731926,
-0.022403551265597343,
-0.0013327805791050196,
-0.02389664389193058,
0.005183139815926552,
0.001120647881180048,
-0.0313979871571064,
-0.03682298958301544,
0.0007183148409239948,
-0.011944376863539219,
0.05053689703345299,
-0.08300448209047318,
-0.026968127116560936,
0.0394505113363266,
0.07974795252084732,
-0.029137369245290756,
0.013012214563786983,
0.0029923703987151384,
0.020338624715805054,
-0.000989646534435451,
-0.043939512223005295,
0.02608662098646164,
0.005845929961651564,
0.029758917167782784,
-0.10337106883525848,
0.03831026330590248,
-0.009178007021546364,
-0.028609005734324455,
0.0804978534579277,
-0.04740065336227417,
0.04620175063610077,
-0.025140196084976196,
-0.012764500454068184,
-0.00035047836718149483,
0.049964047968387604,
0.025759944692254066,
-0.07984679192304611,
0.004300673957914114,
-0.06726095825433731,
0.02179296500980854,
-0.08078224956989288,
-0.005450578406453133,
-0.08910302817821503,
-0.04507362097501755,
0.04156392812728882,
0.0020274899434298277,
0.07954006642103195,
0.04007624462246895,
-0.061966653913259506,
0.04384501650929451,
-0.0007227108580991626,
0.04526308551430702,
-0.019114825874567032,
-0.02423247881233692,
0.11652719974517822,
0.0071224854327738285,
0.03174383565783501,
-0.03779793530702591,
-0.011684379540383816,
0.03292486071586609,
0.07432959228754044,
0.01393912173807621,
-0.06737269461154938,
-0.019289178773760796,
-0.060146674513816833,
-0.0418432280421257,
0.08584059774875641,
-0.03365236520767212,
0.07581520825624466,
0.03542768210172653,
0.0997065082192421,
-0.03921305015683174,
0.04994207248091698,
-0.045506853610277176,
0.03210580348968506,
-0.0741281509399414,
-0.03026525489985943,
0.05208474397659302,
0.046213727444410324,
-0.0411229245364666,
0.033119261264801025,
0.033659450709819794,
0.011663149110972881,
-0.023162709549069405,
-0.008529365062713623,
-0.06418269872665405,
-2.5740337955963115e-33,
0.002891210373491049,
0.04255075380206108,
0.005642712116241455,
-0.07398421317338943,
-0.09172452986240387,
0.009724320843815804,
0.027867689728736877,
-0.011094357818365097,
0.0204611849039793,
-0.04662333056330681,
-0.03333220258355141,
-0.03873618319630623,
-0.0004787600482814014,
0.08188243210315704,
0.10569287091493607,
-0.131383016705513,
0.055515121668577194,
0.012243135832250118,
0.04512491449713707,
-0.0712907686829567,
0.006584307178854942,
-0.07016626000404358,
-0.013754431158304214,
0.00048486635205335915,
0.04463348165154457,
-0.018483923748135567,
-0.006625859532505274,
-0.008005083538591862,
-0.06737898290157318,
-0.0008759325137361884,
-0.014271251857280731,
0.03368057310581207,
-0.06896264851093292,
0.022992314770817757,
-0.035311099141836166,
0.02444843016564846,
-0.017659595236182213,
0.030622029677033424,
0.03805505484342575,
0.02518932707607746,
-0.03012034296989441,
0.10628753900527954,
-0.06981312483549118,
-0.015159685164690018,
-0.005215711425989866,
0.01907464861869812,
0.03097650036215782,
0.019911516457796097,
-0.10151006281375885,
-0.01903165690600872,
0.07688084244728088,
0.1006433367729187,
-0.047475412487983704,
0.007384676020592451,
0.03682522848248482,
0.03005809895694256,
0.10465586930513382,
-0.08252150565385818,
-0.020702557638287544,
0.011351781897246838,
-0.04544290527701378,
-0.07195305824279785,
-0.07609570026397705,
0.028960131108760834,
-0.08496154099702835,
0.08343959599733353,
0.08778858929872513,
0.0959056168794632,
-0.0867142379283905,
-0.01752813719213009,
-0.004214239306747913,
-0.09411461651325226,
0.00310334051027894,
-0.05882607772946358,
0.09770949184894562,
0.026861872524023056,
0.0887720063328743,
0.02935730665922165,
0.027842791751027107,
-0.03592831268906593,
-0.040721017867326736,
0.061618611216545105,
-0.06423534452915192,
-0.06356237828731537,
0.09298764169216156,
-0.04142621532082558,
0.003363201627507806,
0.05534807965159416,
0.05747978016734123,
-0.01601313427090645,
-0.0611378476023674,
0.06293079257011414,
-0.06863236427307129,
-0.042955782264471054,
-0.07580195367336273,
3.3089712537885113e-35,
-0.013287017121911049,
-0.018054964020848274,
-0.0028325149323791265,
0.09905624389648438,
0.03112369403243065,
0.0028689855244010687,
0.003009938634932041,
-0.03625991940498352,
-0.008652561344206333,
0.03296089917421341,
-0.10043070465326309,
-0.04386317357420921,
-0.046992238610982895,
-0.03732132911682129,
-0.055296458303928375,
-0.11378656327724457,
0.02108248881995678,
-0.010253054089844227,
0.04474491626024246,
-0.12534533441066742,
0.04884610325098038,
0.08164010941982269,
0.029733765870332718,
0.03802774101495743,
-0.019992632791399956,
0.04091614484786987,
-0.02958107925951481,
-0.014310481958091259,
-0.038066741079092026,
-0.009908619336783886,
0.053990092128515244,
-0.05358439311385155,
-0.01259509939700365,
-0.024845050647854805,
0.020514583215117455,
0.03556525707244873,
0.01097380742430687,
0.06357910484075546,
0.019022196531295776,
0.06331919878721237,
0.020128998905420303,
-0.021607235074043274,
-0.11290423572063446,
0.05675767734646797,
-0.02890392579138279,
-0.05525416135787964,
0.07387278974056244,
-0.07063570618629456,
0.0032207921613007784,
0.08628778904676437,
0.12952174246311188,
0.025016335770487785,
-0.1313205361366272,
0.014684749767184258,
-0.04698118939995766,
-0.018200865015387535,
0.004670499358326197,
-0.07459390163421631,
0.040317270904779434,
-0.017853733152151108,
0.011784949339926243,
0.02100689522922039,
0.023839740082621574,
-0.022014014422893524,
0.05768894776701927,
0.04875713586807251,
0.025245608761906624,
-0.02843267098069191,
0.022565828636288643,
0.05969090387225151,
-0.005961359012871981,
-0.023681839928030968,
-0.01833372749388218,
0.05537968501448631,
-0.07477296888828278,
0.01595410704612732,
-0.02000606060028076,
-0.004547087009996176,
0.03642851114273071,
0.052190255373716354,
-0.008474534377455711,
0.03190641850233078,
0.012571957893669605,
0.03246253728866577,
-0.025607772171497345,
-0.029264936223626137,
0.0224891509860754,
-0.001090134377591312,
-0.0038643190637230873,
0.03498443216085434,
0.047062359750270844,
-0.004860319662839174,
0.0926050916314125,
0.03862859308719635,
-0.029329387471079826,
-2.3974312313157498e-8,
0.02400798909366131,
0.03032081201672554,
0.027606263756752014,
0.03668111190199852,
-0.0366673544049263,
0.024377526715397835,
-0.0241005327552557,
0.04777490720152855,
0.05688703432679176,
-0.04939026013016701,
0.194875106215477,
-0.06307133287191391,
0.03937634080648422,
0.01304308045655489,
0.07512210309505463,
0.021285491064190865,
-0.014364623464643955,
-0.005941290874034166,
-0.05206003412604332,
-0.025438480079174042,
0.002248530276119709,
0.11566418409347534,
-0.02737068198621273,
0.012563588097691536,
0.030127713456749916,
-0.016529763117432594,
0.001904781092889607,
0.05322496220469475,
-0.05075931176543236,
-0.0021830510813742876,
-0.043052785098552704,
0.01267010997980833,
0.025033967569470406,
0.012870303355157375,
0.09340842068195343,
-0.06533276289701462,
-0.07586099207401276,
-0.01411278173327446,
0.016808560118079185,
0.053441040217876434,
-0.05597510561347008,
-0.04444222152233124,
0.043785396963357925,
0.05380921810865402,
0.010364355519413948,
-0.0717371255159378,
-0.16031578183174133,
0.043477900326251984,
-0.024796191602945328,
-0.0492311529815197,
-0.022927427664399147,
0.011465855874121189,
0.006501099560409784,
0.01502979639917612,
0.048222582787275314,
0.016970476135611534,
-0.03909079357981682,
-0.005398344714194536,
-0.020401641726493835,
-0.08412494510412216,
-0.0028395478148013353,
-0.1307573765516281,
0.03550669923424721,
-0.0017684214981272817
] | p | So we said we are making them fast but do we sacrifice how much performance do we trade off for that? | [
"blog",
"blog/fast-embed-models"
] | 15,935 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
-0.04875298961997032,
-0.053955912590026855,
0.03143679350614548,
-0.06263259798288345,
0.03812338411808014,
-0.022598959505558014,
-0.12685485184192657,
0.030122600495815277,
-0.05690297111868858,
-0.05099322274327278,
0.048288021236658096,
-0.004918730817735195,
-0.057732246816158295,
0.044618748128414154,
-0.02747812680900097,
-0.0777839794754982,
0.10166016966104507,
0.0001478212943766266,
-0.05935736745595932,
-0.00910565722733736,
-0.027765151113271713,
0.02034514956176281,
0.029553990811109543,
-0.0162984449416399,
0.1221533864736557,
-0.026306964457035065,
-0.025498300790786743,
0.036219533532857895,
0.07206016778945923,
-0.06646649539470673,
0.041842736303806305,
0.061237625777721405,
-0.061604179441928864,
0.0338318832218647,
0.014934571459889412,
0.03189552202820778,
0.04493542015552521,
-0.068461112678051,
-0.007428489159792662,
0.03250197321176529,
-0.013077935203909874,
0.10303555428981781,
0.028169037774205208,
0.04407714307308197,
0.0034540873020887375,
-0.029026569798588753,
-0.062246810644865036,
-0.004445692058652639,
-0.08562453836202621,
-0.04535992443561554,
-0.010987970046699047,
-0.025704236701130867,
-0.046150196343660355,
-0.054537754505872726,
-0.05069728568196297,
-0.05763673037290573,
-0.016375593841075897,
-0.030142981559038162,
0.0777198001742363,
0.02542687952518463,
0.04525730386376381,
-0.038988854736089706,
0.05725203454494476,
0.06144125759601593,
0.0007164023700170219,
0.024128520861268044,
0.10780204087495804,
-0.04204730689525604,
-0.018137700855731964,
0.014439879916608334,
-0.049853675067424774,
0.03936847299337387,
-0.17622825503349304,
0.058900728821754456,
-0.04460890591144562,
0.14692643284797668,
-0.06823248416185379,
-0.0690508559346199,
0.04445863515138626,
-0.09739990532398224,
0.0054746815003454685,
-0.002804070245474577,
0.00969367753714323,
-0.028680328279733658,
0.10446163266897202,
0.035747889429330826,
0.0016704819863662124,
-0.04700995236635208,
-0.025839727371931076,
0.00041119157685898244,
0.02202088013291359,
-0.0338289774954319,
0.03657092899084091,
0.06532025337219238,
0.014609655365347862,
-0.03253499045968056,
0.017453404143452644,
0.07489316165447235,
0.004861586727201939,
0.0017545835580676794,
-0.0017292853444814682,
0.011345882900059223,
0.05505870655179024,
0.07489681988954544,
0.05804279074072838,
0.01974964141845703,
0.16874343156814575,
0.05133352056145668,
0.04755392670631409,
-0.07493799924850464,
-0.043402139097452164,
0.03887886554002762,
0.019990958273410797,
-0.005667838733643293,
-0.011112352833151817,
-0.013913238421082497,
0.07935544103384018,
0.00932965986430645,
0.059957247227430344,
0.020058630034327507,
-0.003945509437471628,
0.02117549441754818,
-0.03823477029800415,
0.025872692465782166,
-0.01441793330013752,
-0.014651390723884106,
-0.016530241817235947,
2.5419558404593175e-33,
-0.0011206838535144925,
0.11368751525878906,
0.04855478182435036,
0.019758032634854317,
-0.04111399129033089,
-0.0045601013116538525,
-0.10881827771663666,
0.06223607435822487,
-0.046577099710702896,
-0.018047427758574486,
-0.07613714039325714,
0.08366167545318604,
-0.009382860735058784,
0.02905670925974846,
0.007837753742933273,
-0.02056328020989895,
-0.04232318699359894,
0.01026108581572771,
-0.0783337950706482,
-0.032301463186740875,
0.013649656437337399,
-0.014048277400434017,
0.0018185534281656146,
-0.04416317492723465,
-0.09673931449651718,
0.0019427023362368345,
-0.01485341414809227,
-0.06337201595306396,
-0.04442805424332619,
0.01236857008188963,
-0.07742831856012344,
-0.04003139212727547,
0.049663349986076355,
0.06530658900737762,
0.011224792338907719,
0.01371811144053936,
0.0005014583002775908,
-0.04056338220834732,
-0.04236765205860138,
-0.01631239801645279,
0.042075831443071365,
0.05220561847090721,
0.011659842915832996,
-0.08971380442380905,
0.0018925870535895228,
-0.024142777547240257,
0.012110483832657337,
-0.026407377794384956,
-0.032008737325668335,
-0.06328677386045456,
0.0010946942493319511,
0.08818094432353973,
-0.0805109515786171,
-0.012201350182294846,
0.031214512884616852,
-0.02004009671509266,
0.09670091420412064,
-0.008665865287184715,
0.032602857798337936,
0.046460095793008804,
0.04533180221915245,
0.025967588648200035,
0.05667866766452789,
-0.06379663944244385,
-0.026369178667664528,
0.02091243490576744,
-0.051595501601696014,
-0.0396287702023983,
-0.0037518085446208715,
0.05869508162140846,
-0.0030759915243834257,
0.06611985713243484,
-0.07249914109706879,
-0.05219124257564545,
0.049634505063295364,
-0.01945982687175274,
0.010677560232579708,
-0.06541100889444351,
-0.006825226359069347,
0.01792040839791298,
-0.07414033263921738,
-0.03235539048910141,
0.03757554292678833,
-0.13513417541980743,
-0.12023815512657166,
-0.15138126909732819,
0.05474179983139038,
-0.0795021504163742,
-0.01602078601717949,
0.011168412864208221,
0.07393752783536911,
0.034822966903448105,
0.03548193722963333,
-0.03282632678747177,
0.0018000896088778973,
-2.1932566452184172e-33,
-0.10644743591547012,
0.061719417572021484,
-0.006453102920204401,
0.07594435662031174,
-0.07642708718776703,
0.04402775689959526,
0.07990191131830215,
0.07857878506183624,
-0.030460573732852936,
-0.05525928735733032,
0.07504944503307343,
-0.044326234608888626,
-0.004674249794334173,
-0.05186936631798744,
0.021294914186000824,
0.007739918772131205,
0.031315822154283524,
-0.02698216401040554,
0.07477527856826782,
0.03821699321269989,
0.07522322982549667,
0.027688315138220787,
-0.046710189431905746,
0.06383595615625381,
0.07297483086585999,
0.1294613629579544,
-0.02398751489818096,
-0.0715750977396965,
-0.044099319726228714,
-0.04730771481990814,
0.008622854948043823,
0.0011515443911775947,
-0.04895147681236267,
-0.014634046703577042,
-0.041527386754751205,
-0.005792429205030203,
0.04801517724990845,
0.015272730961441994,
0.004599521402269602,
-0.08016736060380936,
-0.03215755149722099,
0.10736899822950363,
-0.0762726217508316,
0.028048211708664894,
-0.01995231956243515,
0.016218043863773346,
0.02805303782224655,
-0.03451259434223175,
0.029595157131552696,
0.05999120697379112,
0.003906576428562403,
0.033477962017059326,
-0.05328918993473053,
-0.013852589763700962,
-0.04162569344043732,
-0.01924816146492958,
-0.05491839721798897,
0.015549881383776665,
-0.0458461157977581,
0.02796749584376812,
0.009939889423549175,
0.011118351481854916,
-0.01574038900434971,
-0.06846146285533905,
0.05859992653131485,
-0.01821311190724373,
-0.0014381706714630127,
0.048718731850385666,
0.028673572465777397,
0.003933249972760677,
0.03855925053358078,
0.01886066608130932,
-0.0007710231002420187,
-0.07877614349126816,
0.0078098406083881855,
-0.044510114938020706,
0.0860983282327652,
-0.022370576858520508,
-0.0047194017097353935,
-0.03404367342591286,
-0.03433326259255409,
-0.01535126008093357,
0.02705468237400055,
0.05138370022177696,
0.02423614077270031,
0.07715347409248352,
-0.027707109227776527,
0.024639436975121498,
0.02414271980524063,
0.11587372422218323,
-0.08135718107223511,
0.004421348683536053,
-0.02126942202448845,
0.046111878007650375,
0.05653233453631401,
-2.7425890891663585e-8,
-0.019409770146012306,
-0.01800449565052986,
-0.040634870529174805,
0.012555215507745743,
-0.0384499691426754,
-0.015553319826722145,
-0.05992482230067253,
-0.0018077513668686152,
-0.023247256875038147,
0.03677118569612503,
-0.030003201216459274,
-0.028114426881074905,
-0.04414791613817215,
0.05510263890028,
0.02003692276775837,
-0.01677042245864868,
-0.07970068603754044,
0.03371359780430794,
0.011995997279882431,
0.023412764072418213,
-0.04025503620505333,
0.09422684460878372,
0.04090352728962898,
0.0025516499299556017,
-0.07359123975038528,
0.0317513607442379,
-0.042211078107357025,
0.04396611079573631,
0.05892399698495865,
-0.020740343257784843,
-0.021051228046417236,
0.040401753038167953,
0.026314018294215202,
-0.04509004205465317,
-0.0164540633559227,
0.08660299330949783,
-0.043696772307157516,
0.07425887882709503,
-0.0565035305917263,
0.03758201375603676,
-0.011320896446704865,
-0.012170832604169846,
0.022041749209165573,
-0.011633297428488731,
0.08869098871946335,
0.0419233962893486,
0.14458081126213074,
-0.02700882777571678,
0.001956478226929903,
-0.03871408849954605,
0.005557232070714235,
-0.00538766011595726,
-0.09084456413984299,
0.02790924720466137,
0.030250636860728264,
-0.0666060745716095,
0.03591351956129074,
-0.0064123570919036865,
0.005160772707313299,
-0.07541158050298691,
-0.01532526034861803,
-0.067102812230587,
-0.007764817215502262,
0.015212567523121834
] | p | So we did a cosine similarity test with our default embeddings which was VG small en initially and now 1.5 and they’re pretty robust. | [
"blog",
"blog/fast-embed-models"
] | 15,936 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
0.0630701556801796,
-0.0015551716787740588,
-0.043731216341257095,
-0.032439034432172775,
-0.007537023164331913,
-0.024591712281107903,
-0.006214960478246212,
-0.08286355435848236,
0.06755420565605164,
-0.021449195221066475,
-0.10724826157093048,
0.003827009815722704,
0.007698552217334509,
-0.0013297811383381486,
-0.03178352490067482,
-0.05243156850337982,
0.052495602518320084,
-0.05566651001572609,
-0.028182122856378555,
0.043505530804395676,
0.04059353843331337,
-0.04055563732981682,
0.06209953501820564,
-0.003126608207821846,
0.039061594754457474,
-0.047650374472141266,
-0.02044045180082321,
-0.04650752991437912,
-0.008983506821095943,
-0.05107636749744415,
-0.0002209636732004583,
-0.07256443798542023,
0.01737634278833866,
-0.059277649968862534,
0.016687344759702682,
0.0774620771408081,
-0.041232455521821976,
-0.05383646488189697,
-0.008529259823262691,
0.0009095926070585847,
0.03940848261117935,
-0.02833227813243866,
-0.035143062472343445,
0.053872499614953995,
0.029929431155323982,
-0.025894198566675186,
-0.061639461666345596,
-0.06116783246397972,
-0.046458713710308075,
0.004351528827100992,
0.011375549249351025,
0.06922288984060287,
-0.02691284753382206,
-0.046008262783288956,
0.004823598545044661,
0.0859711617231369,
0.012751832604408264,
-0.022048672661185265,
0.005694445222616196,
-0.0250847227871418,
-0.05165453255176544,
0.013416253961622715,
0.05168461054563522,
0.039983294904232025,
-0.02258681133389473,
-0.10976075381040573,
0.057114966213703156,
0.05683182552456856,
-0.04922964423894882,
0.08243677020072937,
-0.08000429719686508,
-0.010852358303964138,
0.0033362973481416702,
0.010126288048923016,
0.027887001633644104,
0.06704788655042648,
-0.04350283369421959,
-0.08025775104761124,
0.03663104772567749,
-0.029194526374340057,
0.08179580420255661,
-0.12580524384975433,
-0.01268856693059206,
0.01189580000936985,
-0.055285558104515076,
0.04195888340473175,
0.0009627947001717985,
-0.047845106571912766,
0.007760067004710436,
-0.014050742611289024,
0.005236211698502302,
-0.01468491181731224,
-0.00472263852134347,
-0.03139757737517357,
-0.031100984662771225,
0.10129991918802261,
-0.0032527470029890537,
0.047933679074048996,
-0.09575438499450684,
0.10601489990949631,
0.03774089366197586,
0.11102493852376938,
0.01609044335782528,
-0.026693299412727356,
0.0003152502467855811,
-0.03635074943304062,
-0.015873095020651817,
0.04314357042312622,
-0.045878540724515915,
0.026429420337080956,
0.07864630967378616,
0.10102647542953491,
-0.04994392395019531,
0.059568580240011215,
-0.00034150484134443104,
0.01633043773472309,
-0.06457044184207916,
-0.02052680030465126,
0.0038079426158219576,
0.06727801263332367,
-0.016711190342903137,
0.012573267333209515,
-0.0587310865521431,
0.028362171724438667,
-0.008478148840367794,
-0.02828170359134674,
-0.04416435584425926,
-5.252640303325743e-33,
0.08152454346418381,
-0.0571787990629673,
0.009559187106788158,
-0.04583068937063217,
-0.1037435308098793,
0.0149732930585742,
0.04279916360974312,
0.0008923591230995953,
-0.019012603908777237,
-0.013789789751172066,
0.016683155670762062,
-0.0427919402718544,
0.04171668738126755,
-0.026816310361027718,
0.1522706300020218,
-0.015459722839295864,
0.03972723335027695,
0.0734962522983551,
0.07514338940382004,
-0.04602386802434921,
0.061888352036476135,
0.009588970802724361,
-0.024427425116300583,
-0.023726584389805794,
-0.029805177822709084,
-0.00782030913978815,
-0.02997039072215557,
0.0021079941652715206,
-0.08912026882171631,
-0.018539121374487877,
-0.0004031560674775392,
0.009311291389167309,
-0.021352503448724747,
0.03591321408748627,
0.0015928343636915088,
0.002942326245829463,
0.008671151474118233,
0.02207402139902115,
-0.004413529299199581,
0.01556483656167984,
-0.04537839815020561,
0.08919577300548553,
-0.03424797207117081,
0.004480019211769104,
-0.01467460673302412,
0.01190885342657566,
0.07780341058969498,
-0.029743513092398643,
-0.1136857345700264,
0.008942129090428352,
0.10979446023702621,
0.0594596303999424,
-0.0014576835092157125,
0.028684860095381737,
0.018181823194026947,
0.02948589064180851,
0.11979227513074875,
-0.005456983111798763,
-0.03957195207476616,
-0.0009232233860529959,
-0.03747297078371048,
-0.10503319650888443,
-0.08511284738779068,
0.0003913451510015875,
-0.10319223999977112,
0.04886215925216675,
0.058927666395902634,
0.03202883526682854,
-0.09093931317329407,
0.02524304948747158,
-0.06082792207598686,
-0.0610458105802536,
-0.00825122743844986,
-0.02129926159977913,
0.06719648838043213,
0.006909506395459175,
0.08286430686712265,
-0.015843946486711502,
0.017740994691848755,
-0.04313845559954643,
-0.051325298845767975,
-0.03393654525279999,
-0.014020402915775776,
-0.10281992703676224,
0.1236983984708786,
-0.024313336238265038,
0.0627480074763298,
0.02820775657892227,
0.008271276950836182,
-0.006221766583621502,
-0.05511821061372757,
0.08782438188791275,
-0.09363988041877747,
-0.03667247295379639,
-0.007813160307705402,
4.885392358241844e-33,
-0.03551437333226204,
0.002427362836897373,
0.039973050355911255,
0.08230061084032059,
0.03528404235839844,
-0.03196040913462639,
-0.0026672931853681803,
-0.03671307489275932,
-0.023020412772893906,
0.013762502931058407,
-0.028677215799689293,
-0.020911116153001785,
0.00834803655743599,
0.04877109080553055,
-0.012643846683204174,
-0.08355266600847244,
0.0602358877658844,
0.05586701259016991,
-0.011646617203950882,
-0.05578756332397461,
0.03319709375500679,
0.11886852979660034,
0.034556057304143906,
0.02011619135737419,
-0.08137570321559906,
0.04852090775966644,
-0.12826767563819885,
0.06209985539317131,
0.001700564636848867,
-0.04306434094905853,
0.05436193197965622,
-0.014206922613084316,
-0.008877837099134922,
-0.040907908231019974,
-0.026116155087947845,
0.09166669100522995,
0.04630981758236885,
0.10983717441558838,
-0.021628713235259056,
0.028634216636419296,
-0.012762199155986309,
-0.009162508882582188,
-0.09942140430212021,
0.025628892704844475,
0.01201868150383234,
-0.04362581670284271,
0.025628652423620224,
-0.08907178789377213,
0.07155129313468933,
0.08432336151599884,
0.03434623032808304,
-0.0022318607661873102,
-0.15168869495391846,
0.06261737644672394,
-0.009112820029258728,
-0.00044424328370951116,
0.03016209788620472,
-0.04330635070800781,
0.05919760838150978,
0.00031339089036919177,
0.025562891736626625,
0.009655818343162537,
-0.03117225132882595,
-0.0009853288065642118,
0.04579663276672363,
0.07121790945529938,
0.016889937222003937,
0.01300591416656971,
0.008664279244840145,
0.1081778034567833,
-0.05281245335936546,
0.0026748511008918285,
-0.04448316618800163,
0.03848915174603462,
-0.049384914338588715,
0.1176319420337677,
-0.08791236579418182,
0.03763645887374878,
0.01670261099934578,
0.011124197393655777,
0.03752230480313301,
0.011781948618590832,
-0.03773551061749458,
-0.002215486252680421,
-0.026781314983963966,
0.0699257031083107,
0.05059906467795372,
-0.04531537741422653,
-0.05297340825200081,
0.04334525763988495,
0.0071679395623505116,
0.003416018560528755,
0.07218427211046219,
0.013662035576999187,
-0.020306576043367386,
-2.0775550169105372e-8,
-0.03174401819705963,
0.025332290679216385,
0.04356185719370842,
0.038388315588235855,
-0.052992336452007294,
-0.043758708983659744,
0.021713802590966225,
0.005762265995144844,
0.06007944047451019,
0.0480470284819603,
0.14039923250675201,
-0.07529960572719574,
0.02886304073035717,
0.02440434694290161,
0.11084296554327011,
0.05663623288273811,
-0.04894642531871796,
-0.012917524203658104,
-0.06958989799022675,
0.03992721065878868,
-0.061220329254865646,
0.09485884010791779,
-0.08000341802835464,
-0.01231321319937706,
0.04515310376882553,
0.015245284885168076,
-0.013448793441057205,
0.0699649527668953,
-0.013892406597733498,
-0.006720108445733786,
0.009534909389913082,
0.014251125045120716,
-0.013312527909874916,
-0.03456446900963783,
0.02040926367044449,
-0.03783157840371132,
-0.05461716651916504,
-0.05844727158546448,
-0.03876342624425888,
0.07851650565862656,
-0.051774561405181885,
0.01996270939707756,
0.07148655503988266,
0.07687681913375854,
0.06212490797042847,
-0.03297874704003334,
-0.10350997745990753,
0.058951765298843384,
-0.01212704461067915,
-0.06592093408107758,
0.0026721095200628042,
-0.026264123618602753,
-0.0403146967291832,
-0.002374245785176754,
0.08211078494787216,
-0.0045882174745202065,
0.023040002211928368,
0.039379894733428955,
0.023052198812365532,
-0.01876554638147354,
0.06093595549464226,
-0.040651146322488785,
0.017400264739990234,
-0.04964687302708626
] | p | We don’t sacrifice a lot of performance. | [
"blog",
"blog/fast-embed-models"
] | 15,937 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
-0.0006670891307294369,
-0.07262635976076126,
0.015496131032705307,
0.02671871893107891,
0.0903177559375763,
-0.023008408024907112,
0.19553780555725098,
0.0013123506214469671,
0.01708649843931198,
-0.04211549460887909,
0.0022730794735252857,
-0.010549705475568771,
0.00358696305193007,
0.058445874601602554,
0.00679192366078496,
0.05236802622675896,
-0.009500265121459961,
-0.13436926901340485,
-0.17782096564769745,
0.043990444391965866,
-0.23288820683956146,
0.02949245274066925,
-0.03478920832276344,
-0.013566499575972557,
-0.028774265199899673,
0.07932556420564651,
0.00784390140324831,
-0.012446939945220947,
-0.05681077018380165,
-0.02067941427230835,
-0.02585115283727646,
-0.04978831112384796,
0.015480540692806244,
0.01227619219571352,
-0.04529864713549614,
-0.00006765235593775287,
-0.050679247826337814,
-0.05708952993154526,
0.028645368292927742,
0.04719569534063339,
-0.029161890968680382,
0.04260393604636192,
0.012992853298783302,
0.039260342717170715,
-0.018503477796912193,
0.055755916982889175,
-0.023511076346039772,
0.024714400991797447,
0.05127163603901863,
0.01592979207634926,
0.04122638702392578,
0.02104347012937069,
-0.0024315183982253075,
0.06328880786895752,
-0.004320988897234201,
0.006600043270736933,
0.023155396804213524,
-0.027346091344952583,
0.05209711194038391,
0.0054941256530582905,
-0.0638607069849968,
0.05379725620150566,
-0.0029517607763409615,
0.08607121556997299,
0.07766173779964447,
0.05682140961289406,
0.018651017919182777,
0.07416000962257385,
-0.04989973083138466,
0.0670987069606781,
-0.06528957188129425,
0.012538839131593704,
0.03482946380972862,
0.05957891419529915,
0.029838480055332184,
-0.015065894462168217,
0.02377321384847164,
-0.05674519017338753,
0.12627267837524414,
0.03909580409526825,
0.041326142847537994,
0.02681257575750351,
-0.1158675029873848,
-0.004755858797580004,
0.004517536144703627,
-0.02793351747095585,
0.015796570107340813,
0.08369731903076172,
-0.044855497777462006,
-0.04256812855601311,
-0.09706510603427887,
0.00250971014611423,
0.042025674134492874,
-0.012101290747523308,
0.027452733367681503,
-0.01989387907087803,
-0.007726630661636591,
-0.02869984693825245,
-0.07991909980773926,
0.10214798897504807,
0.005946073681116104,
0.03642120212316513,
0.030625570565462112,
0.033602334558963776,
0.04605821147561073,
0.06753581762313843,
-0.00520695187151432,
-0.029514377936720848,
-0.008625227026641369,
-0.08601264655590057,
-0.018593482673168182,
0.0055146003141999245,
-0.03147030621767044,
0.013823107816278934,
-0.012104149907827377,
-0.035617854446172714,
0.028509017080068588,
-0.01819472201168537,
0.07965557277202606,
0.01256888173520565,
-0.051429491490125656,
-0.009742673486471176,
-0.040478575974702835,
0.10142841190099716,
-0.01777154579758644,
0.07142379134893417,
0.02725154347717762,
-6.431375712478438e-33,
0.003176102414727211,
-0.00028954792651347816,
0.042037878185510635,
0.030306506901979446,
-0.04023239016532898,
-0.014223593287169933,
-0.09400302916765213,
0.010616299696266651,
-0.021225498989224434,
-0.053562626242637634,
0.009227323345839977,
0.023334788158535957,
-0.07600030303001404,
0.0615762360394001,
-0.03845074772834778,
0.0630197823047638,
0.10969263315200806,
-0.046041570603847504,
-0.03720727935433388,
0.01802212931215763,
-0.05301664024591446,
-0.03276362642645836,
-0.04270673915743828,
0.07667317986488342,
-0.12084820121526718,
0.006484098732471466,
0.008275553584098816,
-0.08979939669370651,
0.09294220060110092,
0.0008570271311327815,
-0.033649977296590805,
0.04296693205833435,
0.012109840288758278,
0.04395037516951561,
0.006436748430132866,
-0.05774815008044243,
0.028154630213975906,
0.018427236005663872,
-0.026427073404192924,
0.027253463864326477,
-0.016273345798254013,
-0.02053159661591053,
-0.05662637948989868,
-0.02432064712047577,
-0.042839765548706055,
0.08235467970371246,
0.047401607036590576,
0.03966567665338516,
0.02964199148118496,
0.0054883211851119995,
-0.07412806898355484,
0.01214383915066719,
-0.024130521342158318,
0.06224194914102554,
-0.03022599220275879,
-0.04577595740556717,
-0.060136981308460236,
-0.027216913178563118,
0.07820620387792587,
0.01494322344660759,
0.07017121464014053,
0.02684500440955162,
-0.017939435318112373,
-0.03226317837834358,
-0.07194025814533234,
-0.015838485211133957,
0.05257101356983185,
-0.047950685024261475,
0.07345278561115265,
0.0020180733408778906,
-0.036902397871017456,
-0.01672724261879921,
-0.06387348473072052,
0.08302683383226395,
0.03930649533867836,
0.04035259783267975,
0.04772152379155159,
0.04636182263493538,
-0.02557661198079586,
-0.06842979788780212,
0.056674957275390625,
0.0351225808262825,
-0.0012290506856516004,
-0.039302244782447815,
0.04595249891281128,
0.009705862030386925,
-0.03447671979665756,
0.0295870304107666,
-0.02518182434141636,
-0.007764034904539585,
-0.0587715208530426,
0.02336673066020012,
0.14489252865314484,
-0.07073286920785904,
-0.07082172483205795,
3.990424958797495e-33,
-0.00819543469697237,
0.013467395678162575,
0.10381913930177689,
-0.07745584100484848,
0.005668165627866983,
-0.06246539205312729,
-0.0025887798983603716,
-0.1033303514122963,
0.018904469907283783,
0.06986474990844727,
0.07245929539203644,
-0.047875091433525085,
0.1070656031370163,
0.003967272583395243,
0.07578637450933456,
0.027942365035414696,
0.11013171076774597,
-0.030650626868009567,
0.013132021762430668,
0.0015085231279954314,
-0.061222076416015625,
-0.05204988270998001,
0.015239872969686985,
0.0043055894784629345,
-0.019921181723475456,
-0.0012571922270581126,
0.06432712823152542,
-0.012407836504280567,
-0.0320453941822052,
-0.0022135472390800714,
-0.012598246335983276,
-0.05510150268673897,
-0.0009365371661260724,
-0.07177315652370453,
0.0007887965766713023,
-0.02875269018113613,
-0.0992557555437088,
0.052227385342121124,
-0.005845238454639912,
-0.11959291994571686,
-0.07847639173269272,
-0.07899072021245956,
-0.09089791774749756,
0.001178133999928832,
-0.052515774965286255,
0.0156733188778162,
-0.03292277827858925,
-0.004110780544579029,
-0.006528033409267664,
0.08277376741170883,
-0.04404329136013985,
-0.012891526333987713,
0.06178578734397888,
0.013668340630829334,
-0.003080741735175252,
0.03709171712398529,
0.03755936771631241,
0.009668386541306973,
-0.005543631035834551,
-0.03116830252110958,
-0.0835922434926033,
-0.00041256501572206616,
-0.01774654909968376,
-0.019204379990696907,
0.08142193406820297,
-0.043058473616838455,
-0.025556247681379318,
-0.05168777331709862,
-0.02194247767329216,
0.05230029672384262,
-0.10275255888700485,
-0.027869120240211487,
-0.07576297223567963,
0.023845799267292023,
0.006969122681766748,
-0.005606809630990028,
-0.0144362086430192,
-0.04336303845047951,
-0.004667283035814762,
0.010902398265898228,
0.01134741771966219,
0.05813217535614967,
0.04176655784249306,
-0.03158595785498619,
-0.00018009202904067934,
-0.013624109327793121,
0.036905862390995026,
0.0780661553144455,
-0.02644270472228527,
-0.014060229063034058,
0.04217135161161423,
0.03300931304693222,
0.036702774465084076,
-0.0027936019469052553,
0.02866070717573166,
-1.714476205449955e-8,
0.011627365835011005,
0.036306388676166534,
-0.04235772415995598,
0.019687296822667122,
0.025204675272107124,
0.012904285453259945,
-0.004866556264460087,
-0.011509972624480724,
0.0037739495746791363,
0.09314348548650742,
0.009041774086654186,
0.0019413067493587732,
-0.0013303334126248956,
-0.001750204712152481,
0.0030905401799827814,
0.076559878885746,
-0.05288468301296234,
-0.047719474881887436,
-0.03212134167551994,
0.008177051320672035,
-0.07342430204153061,
0.001870196545496583,
0.039566006511449814,
0.015451657585799694,
0.007361522410064936,
0.058120641857385635,
0.04322825372219086,
0.007172307465225458,
-0.017343806102871895,
0.031141702085733414,
0.018539512529969215,
-0.05895906314253807,
-0.0712972953915596,
-0.011523342691361904,
0.020214896649122238,
-0.026190785691142082,
-0.07253478467464447,
-0.0008654820267111063,
-0.02372954785823822,
0.050490524619817734,
0.006449773442000151,
0.05467215180397034,
0.03397823125123978,
-0.008565448224544525,
-0.10676796734333038,
0.02719610556960106,
0.11539696156978607,
-0.08876849710941315,
-0.07015351206064224,
0.05499221011996269,
-0.01493941992521286,
-0.019013598561286926,
0.01976381056010723,
0.042587704956531525,
0.11127017438411713,
0.020328521728515625,
0.032210931181907654,
0.013617961667478085,
-0.0015422856668010354,
-0.02148820273578167,
0.08799878507852554,
-0.04444526508450508,
-0.09634692221879959,
-0.022293588146567345
] | p | Everyone with me? | [
"blog",
"blog/fast-embed-models"
] | 15,938 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(27) | [
-0.05068212002515793,
-0.056196484714746475,
-0.022115398198366165,
-0.03672853112220764,
0.05949048325419426,
0.06253287196159363,
-0.015440655872225761,
-0.04893173277378082,
0.01638285629451275,
-0.017981188371777534,
-0.047722283750772476,
-0.009538336656987667,
-0.0891776829957962,
-0.017090173438191414,
0.024694250896573067,
0.042271777987480164,
0.1181928738951683,
0.0736566111445427,
0.01567428931593895,
0.08326242864131927,
-0.007009357213973999,
0.07623220980167389,
0.022524895146489143,
0.01409330777823925,
-0.008015736937522888,
0.0269653107970953,
-0.04640450328588486,
-0.009119250811636448,
-0.04618217051029205,
-0.03280358761548996,
-0.026244506239891052,
0.012726022861897945,
0.12388737499713898,
-0.017585579305887222,
-0.05655619874596596,
-0.013343828730285168,
0.052146296948194504,
-0.07168354839086533,
0.0514591708779335,
0.03168657422065735,
0.05015461519360542,
-0.044081911444664,
0.04996328055858612,
-0.08600808680057526,
-0.09921425580978394,
-0.06783030182123184,
-0.052138473838567734,
-0.05070288106799126,
0.07695189863443375,
0.05586769059300423,
-0.06570176780223846,
0.006553121376782656,
0.023050988093018532,
0.08474670350551605,
0.022903816774487495,
0.012811468914151192,
0.08624788373708725,
0.05910652130842209,
0.06779362261295319,
-0.0010704180458560586,
-0.0372919887304306,
-0.007725161034613848,
-0.04534535855054855,
0.018209410831332207,
-0.028613056987524033,
-0.07377957552671432,
-0.01557112019509077,
0.08503730595111847,
-0.027953125536441803,
0.09897352010011673,
-0.11145462095737457,
0.05654459819197655,
0.01446538232266903,
-0.02232908084988594,
-0.019563108682632446,
-0.04868888854980469,
0.023495281115174294,
-0.028384076431393623,
0.03664877638220787,
0.022432928904891014,
-0.04427745193243027,
-0.04754030331969261,
-0.03557119891047478,
-0.011919522657990456,
-0.03661547228693962,
-0.006328552961349487,
0.05387359485030174,
0.040431082248687744,
-0.012066876515746117,
-0.022150183096528053,
-0.16065716743469238,
0.029391184449195862,
-0.021190360188484192,
0.007262466941028833,
0.05234307050704956,
-0.0026999283581972122,
-0.03488662466406822,
-0.03868545591831207,
-0.021130861714482307,
0.045084189623594284,
0.04222238063812256,
0.002621688414365053,
0.04189656674861908,
-0.05566573515534401,
-0.0653892382979393,
-0.03371342271566391,
-0.060792528092861176,
0.0310254767537117,
0.0036972262896597385,
0.021234380081295967,
-0.028146661818027496,
-0.013931344263255596,
-0.08442819118499756,
-0.006835848558694124,
0.12827566266059875,
0.04704738035798073,
0.009484781883656979,
0.014734997414052486,
0.04251265898346901,
-0.029512595385313034,
0.04389762505888939,
-0.01809864304959774,
-0.0783812627196312,
0.08955855667591095,
-0.005764809437096119,
-0.06524211168289185,
0.05524752661585808,
-6.868956423307912e-33,
0.059756387025117874,
0.020634856075048447,
0.03377491235733032,
0.09305354952812195,
0.04871378466486931,
-0.024135315790772438,
-0.055518198758363724,
-0.0616503469645977,
-0.03495150804519653,
0.04368408024311066,
-0.048688191920518875,
0.055426325649023056,
-0.04468448832631111,
-0.07480771839618683,
-0.05958127975463867,
-0.019086362794041634,
-0.06143712252378464,
0.031776063144207,
-0.0362585112452507,
-0.008860224857926369,
-0.04498608037829399,
0.026107249781489372,
-0.03196067363023758,
0.00008799349598120898,
0.09193618595600128,
0.0064405654557049274,
0.023714257404208183,
-0.06926707923412323,
0.08171453326940536,
0.034989140927791595,
-0.04886306822299957,
0.021529996767640114,
0.004948596470057964,
-0.01155728567391634,
-0.006042309571057558,
-0.0019524218514561653,
-0.06908712536096573,
0.05791134387254715,
-0.031234174966812134,
-0.036046721041202545,
0.03995806723833084,
-0.007976253516972065,
-0.0224431324750185,
-0.017448626458644867,
0.009390825405716896,
-0.0675879493355751,
0.03945383429527283,
0.06218577176332474,
0.04681692272424698,
0.024669058620929718,
-0.01015437114983797,
0.06974054872989655,
-0.07448621839284897,
-0.016411619260907173,
-0.0544276125729084,
0.016770871356129646,
0.04814327508211136,
0.03411496430635452,
0.08426529169082642,
0.013429963029921055,
0.0034750248305499554,
0.07784777879714966,
0.05572453513741493,
-0.09522031247615814,
-0.04509315639734268,
0.015271631069481373,
-0.0016415853751823306,
0.0051502650603652,
0.0006392101640813053,
-0.08152688294649124,
-0.09336776286363602,
-0.023025650531053543,
0.024430088698863983,
-0.04590209946036339,
-0.05526027828454971,
0.08148210495710373,
0.0011072778142988682,
-0.07486773282289505,
-0.010281126014888287,
0.017039086669683456,
-0.03852216526865959,
-0.008979713544249535,
0.014768344350159168,
0.024204809218645096,
0.04960028827190399,
0.0008397866622544825,
-0.012416361831128597,
-0.0741046816110611,
0.04508937895298004,
-0.02073965035378933,
-0.13762971758842468,
-0.04459534212946892,
-0.01772163063287735,
-0.10149063915014267,
-0.05840960517525673,
5.198566461161964e-33,
0.046868473291397095,
0.08119281381368637,
-0.025603624060750008,
0.0386618934571743,
0.05433687940239906,
0.023186884820461273,
0.1005345955491066,
0.055481065064668655,
0.0038122916594147682,
-0.00029747444204986095,
-0.03351932391524315,
-0.01856161467730999,
0.024835627526044846,
-0.011068243533372879,
-0.008666754700243473,
-0.06323544681072235,
0.05639785900712013,
0.0026328342501074076,
0.08072074502706528,
-0.006339371670037508,
-0.01293172873556614,
0.07639570534229279,
0.0012562982738018036,
0.012528541497886181,
-0.06229411065578461,
0.022617626935243607,
-0.035455141216516495,
0.06009191647171974,
0.012393989600241184,
0.021994439885020256,
-0.0002870203461498022,
-0.06104271486401558,
-0.02735390141606331,
-0.0249103382229805,
0.029204467311501503,
-0.010005678050220013,
0.05143271014094353,
0.055096570402383804,
-0.05611938610672951,
-0.11704546213150024,
-0.03809205815196037,
0.02040376514196396,
0.05597326532006264,
0.10598038882017136,
0.07884807139635086,
-0.014691679738461971,
-0.00043803558219224215,
0.1009187251329422,
-0.04311929643154144,
0.006009001284837723,
0.08739329874515533,
-0.005710590165108442,
0.07191653549671173,
-0.026724230498075485,
-0.06705643981695175,
-0.046058718115091324,
-0.010247374884784222,
0.002009968739002943,
0.042458441108465195,
0.019755227491259575,
-0.08612915873527527,
0.014123175293207169,
-0.08320936560630798,
-0.02623748779296875,
0.008634669706225395,
0.05514540895819664,
0.029076071456074715,
-0.01100878044962883,
0.01955091767013073,
-0.008854047395288944,
-0.029182372614741325,
0.010472852736711502,
-0.08642738312482834,
0.07852070033550262,
0.059018295258283615,
0.024579184129834175,
-0.08564846217632294,
-0.050665225833654404,
-0.02969225123524666,
0.02124597132205963,
0.05371915176510811,
-0.02409442514181137,
0.024623095989227295,
0.027078818529844284,
0.11572153866291046,
0.02578779123723507,
0.0875006690621376,
0.027725568041205406,
-0.02656012773513794,
0.012636383064091206,
-0.05385046824812889,
0.03515777364373207,
0.0009516209247522056,
-0.03895590081810951,
0.04273037984967232,
-1.893445222833634e-8,
-0.010751009918749332,
0.03301626071333885,
0.0626288577914238,
-0.033638473600149155,
0.0033329473808407784,
-0.01030415017157793,
0.032830171287059784,
-0.0902712270617485,
0.040477536618709564,
-0.005059545859694481,
-0.0023125566076487303,
0.07409337908029556,
0.04586487263441086,
0.06710658967494965,
0.0046877870336174965,
0.038217440247535706,
-0.0916721373796463,
-0.00868462584912777,
0.013442586176097393,
-0.10537787526845932,
-0.01305923331528902,
0.024084143340587616,
0.07355134189128876,
-0.009236647747457027,
0.08652020990848541,
0.043753135949373245,
0.0720108225941658,
0.08244269341230392,
-0.016527563333511353,
0.014731807634234428,
-0.014603161253035069,
0.07549269497394562,
-0.07498706877231598,
-0.09851215779781342,
0.03633764758706093,
-0.09596303850412369,
-0.04752190783619881,
-0.04393542557954788,
-0.035989757627248764,
-0.0916193425655365,
0.018561527132987976,
0.0639500841498375,
-0.015888916328549385,
-0.03868832066655159,
-0.02600931189954281,
-0.054932527244091034,
0.05850672721862793,
-0.11747999489307404,
-0.026623079553246498,
0.07965979725122452,
-0.036772966384887695,
0.003182140178978443,
0.0414167195558548,
-0.0010877057211473584,
0.09704122692346573,
0.037695515900850296,
-0.02074548415839672,
-0.011811356991529465,
-0.045335154980421066,
0.03255743533372879,
0.08298145979642868,
0.10808778554201126,
-0.028407998383045197,
-0.0047244057059288025
] | p | I need some audio to you. | [
"blog",
"blog/fast-embed-models"
] | 15,939 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(28) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 15,940 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(28) | [
-0.05037028342485428,
-0.0139795932918787,
-0.0118038235232234,
-0.05380222201347351,
0.04753106087446213,
-0.0743151530623436,
0.07108297199010849,
-0.0017042874824255705,
0.08875223994255066,
-0.05594604089856148,
-0.0325063094496727,
-0.012550960294902325,
-0.014260509982705116,
-0.036656901240348816,
-0.014112409204244614,
0.09258656203746796,
0.0935601070523262,
-0.04982071369886398,
0.01509359572082758,
0.1289147585630417,
-0.10394389182329178,
0.025766314938664436,
0.05487469956278801,
-0.020362613722682,
0.014407145790755749,
0.05661971867084503,
0.002455532317981124,
-0.0008993683150038123,
-0.05137649178504944,
0.049261424690485,
-0.11226392537355423,
-0.011457775719463825,
-0.03936304897069931,
0.029500814154744148,
-0.00795516837388277,
-0.059267930686473846,
-0.008277629502117634,
-0.0338156521320343,
0.07314372807741165,
0.06965147703886032,
0.020889610052108765,
0.02986408956348896,
-0.0017477802466601133,
0.048490770161151886,
-0.02409793622791767,
0.010778221301734447,
-0.022746102884411812,
-0.026113778352737427,
-0.01533972006291151,
-0.0282172579318285,
0.029654420912265778,
0.005877155810594559,
-0.008562426082789898,
0.01515481248497963,
0.022072413936257362,
0.09136833250522614,
0.04487905651330948,
0.001077525783330202,
0.010543976910412312,
0.006954719312489033,
-0.08242492377758026,
0.046412184834480286,
-0.02398308366537094,
0.025326279923319817,
0.011014191433787346,
0.0366089791059494,
-0.015186660923063755,
0.059794843196868896,
-0.04959584400057793,
0.05052266642451286,
0.0054510063491761684,
0.010172237642109394,
0.06483510881662369,
0.1618809849023819,
-0.008567544631659985,
-0.053702738136053085,
0.010148069821298122,
-0.0951896458864212,
0.07394863665103912,
0.11411146819591522,
0.03753435239195824,
-0.003174598328769207,
0.037676699459552765,
-0.04755142703652382,
-0.008995363488793373,
-0.05748209357261658,
-0.0006132073467597365,
0.0065828184597194195,
0.042416881769895554,
-0.00022655415523331612,
-0.036742448806762695,
-0.007824333384633064,
0.06980106979608536,
-0.03693598136305809,
0.05740823224186897,
0.027331780642271042,
-0.007125345524400473,
0.07658659666776657,
-0.11115957051515579,
0.014270336367189884,
-0.025036633014678955,
-0.028146609663963318,
-0.0329892672598362,
0.01158663909882307,
0.06346754729747772,
0.06875887513160706,
0.015060090459883213,
-0.010896820574998856,
0.04429125040769577,
-0.029035931453108788,
-0.020724160596728325,
0.0012904148316010833,
0.0029916733037680387,
0.09960392862558365,
-0.0527024120092392,
0.1048145592212677,
-0.0038191156927496195,
0.009622137062251568,
0.08172778785228729,
-0.019029557704925537,
-0.03405934199690819,
0.05985084921121597,
-0.033833928406238556,
0.06963977217674255,
0.017463333904743195,
-0.0756351575255394,
0.0037998207844793797,
-7.097932437272524e-33,
0.013038340955972672,
0.01457951683551073,
0.07538606971502304,
0.08661644160747528,
0.05438444763422012,
0.011237157508730888,
0.000834616192150861,
0.03801611810922623,
0.038999009877443314,
0.023669123649597168,
0.02803654409945011,
-0.006200353614985943,
-0.09845715761184692,
-0.025316910818219185,
0.1087687537074089,
-0.017226003110408783,
-0.06906534731388092,
-0.014152664691209793,
0.03152459114789963,
-0.00039869730244390666,
-0.020263243466615677,
-0.03343179076910019,
-0.02697848528623581,
0.02559124119579792,
-0.09620661288499832,
0.023913927376270294,
0.02550668828189373,
0.0073905629105865955,
0.04630092903971672,
-0.0037608188576996326,
-0.07204678654670715,
0.00494866818189621,
-0.019078990444540977,
0.09436525404453278,
-0.018040312454104424,
-0.11731221526861191,
-0.0005846628337167203,
-0.010596971958875656,
-0.061996106058359146,
0.02609686367213726,
-0.03638491407036781,
-0.0253777876496315,
-0.05785083770751953,
-0.025798870250582695,
-0.019837895408272743,
0.11122187972068787,
0.11339080333709717,
0.024281948804855347,
-0.0007940266514196992,
-0.037260398268699646,
0.03210530802607536,
0.04105350002646446,
0.09966465085744858,
0.037563618272542953,
-0.07218629121780396,
-0.06292198598384857,
-0.04760320857167244,
0.01278845313936472,
0.07364644855260849,
0.005888714920729399,
0.05257298797369003,
-0.012321311980485916,
-0.04855214059352875,
-0.027027525007724762,
-0.10503225773572922,
-0.031443335115909576,
-0.010961190797388554,
0.030567435547709465,
-0.047818198800086975,
0.0007382849580608308,
-0.015330707654356956,
-0.07062193006277084,
-0.02053203620016575,
0.006029200274497271,
0.02958727814257145,
-0.007493633311241865,
0.05283317714929581,
0.013562030158936977,
0.08242551237344742,
-0.05464348942041397,
-0.005202894564718008,
0.00991422776132822,
0.05355150252580643,
-0.08573111146688461,
0.06787028908729553,
-0.03160782903432846,
0.0011570332571864128,
0.03333638608455658,
-0.043704401701688766,
0.004060226026922464,
-0.04093269631266594,
0.01322486437857151,
-0.0065378756262362,
-0.028709419071674347,
-0.10792148113250732,
5.332335146891648e-33,
0.05810191109776497,
0.06724242866039276,
0.034579940140247345,
0.0007292662630788982,
-0.03544927015900612,
-0.08931580930948257,
-0.0022598339710384607,
0.01985655166208744,
0.02227620966732502,
0.011977968737483025,
0.06686729192733765,
0.006552319508045912,
0.029170352965593338,
-0.02810380980372429,
0.04137933626770973,
-0.007763358298689127,
0.02659681811928749,
-0.031955454498529434,
-0.02053266577422619,
-0.03785846382379532,
-0.022577360272407532,
0.12518544495105743,
-0.010342037305235863,
0.052867766469717026,
-0.01943567581474781,
-0.007519078906625509,
-0.013455173932015896,
0.022215701639652252,
-0.03417779877781868,
0.05736919492483139,
-0.020146029070019722,
-0.04384400695562363,
-0.06376569718122482,
-0.049260493367910385,
-0.02654566802084446,
-0.06449230015277863,
-0.07263040542602539,
0.09367332607507706,
-0.09378405660390854,
-0.1158348098397255,
0.02300853654742241,
-0.08286473155021667,
-0.020102225244045258,
0.0659322664141655,
0.022449495270848274,
-0.010564206168055534,
0.10075536370277405,
0.04741759970784187,
-0.09145389497280121,
0.07383514940738678,
-0.07363061606884003,
-0.05577072501182556,
-0.02529318630695343,
-0.015525244176387787,
-0.0516892708837986,
0.00442899577319622,
0.043451376259326935,
-0.012981629930436611,
-0.07057038694620132,
-0.038145020604133606,
-0.12180348485708237,
-0.03823232650756836,
0.01493246853351593,
-0.07638493925333023,
0.05533428490161896,
0.04359835013747215,
-0.02265302464365959,
-0.07663784176111221,
-0.005937238689512014,
0.0048494962975382805,
-0.10291989147663116,
0.022888636216521263,
-0.029019836336374283,
0.055575497448444366,
-0.0035424777306616306,
0.049787767231464386,
-0.005818449426442385,
0.00009576261800248176,
-0.00806196965277195,
0.008767952211201191,
-0.023845450952649117,
0.007397193927317858,
0.062100086361169815,
0.01831624284386635,
0.016192981973290443,
0.06547747552394867,
-0.047512736171483994,
-0.029361695051193237,
0.016689566895365715,
-0.024896830320358276,
-0.030102059245109558,
-0.057613108307123184,
0.0032225484028458595,
0.022527087479829788,
0.11458243429660797,
-2.4800014486459077e-8,
0.017264408990740776,
0.005939166992902756,
-0.07014063000679016,
-0.007406468037515879,
0.11896184831857681,
0.04247599467635155,
0.008464275859296322,
0.005728947464376688,
-0.04249225929379463,
0.025790223851799965,
0.03737075999379158,
-0.004938981030136347,
-0.12097345292568207,
-0.040255725383758545,
-0.00805603712797165,
0.10613131523132324,
0.006020563654601574,
-0.06837178021669388,
-0.038560617715120316,
0.11691604554653168,
-0.06223937124013901,
0.039450597018003464,
-0.07023973017930984,
0.012051955796778202,
0.06771634519100189,
0.07926792651414871,
-0.041954681277275085,
0.024987533688545227,
0.03894338384270668,
0.003947465680539608,
0.07099132984876633,
-0.08260849863290787,
-0.021301740780472755,
-0.0016601907555013895,
0.022983351722359657,
0.040953509509563446,
0.025534499436616898,
0.012081119231879711,
0.03340771421790123,
0.0365847647190094,
-0.023963695392012596,
0.007947168312966824,
-0.0721256211400032,
0.04633108526468277,
-0.0633234903216362,
-0.0351661816239357,
0.1363285928964615,
-0.055636294186115265,
-0.05132317170500755,
0.004569165874272585,
-0.034911077469587326,
0.006354131735861301,
0.03911576792597771,
0.07171428948640823,
0.06151454150676727,
-0.06230054050683975,
0.033399056643247604,
0.045240163803100586,
-0.08128063380718231,
0.039009686559438705,
0.0783625990152359,
-0.009099170565605164,
-0.01946152374148369,
-0.04551642760634422
] | p | I’m totally with you. | [
"blog",
"blog/fast-embed-models"
] | 15,941 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(28) | [
-0.05803891271352768,
0.05191000923514366,
0.036833107471466064,
0.061597030609846115,
0.018969718366861343,
0.00515607139095664,
0.06609213352203369,
-0.02891373448073864,
-0.007628153078258038,
0.036806266754865646,
-0.004383431747555733,
-0.03992490470409393,
-0.06466697156429291,
0.01593242585659027,
0.11489711701869965,
-0.052888140082359314,
0.043413255363702774,
-0.1459919512271881,
-0.08414021134376526,
0.06513970345258713,
0.07597275078296661,
-0.025974314659833908,
-0.04164693132042885,
-0.01985572837293148,
0.002129981992766261,
-0.019847596064209938,
-0.02409699745476246,
0.08695951104164124,
-0.005365203600376844,
0.03322158753871918,
-0.05070773512125015,
-0.002660449594259262,
0.0660032108426094,
0.05631692335009575,
-0.026843149214982986,
0.004341752268373966,
0.06656217575073242,
0.03484359756112099,
0.0778251439332962,
-0.015578334219753742,
-0.10629275441169739,
-0.026389775797724724,
0.011192894540727139,
0.014595316722989082,
0.02955290675163269,
-0.048164479434490204,
-0.00780670577660203,
0.007447213400155306,
-0.04805794358253479,
0.0009920555166900158,
-0.04759027808904648,
-0.07554949074983597,
0.036710307002067566,
0.11818539351224899,
0.0940738096833229,
0.07610984891653061,
-0.05822107568383217,
0.09843023866415024,
0.03544814512133598,
0.07689803093671799,
-0.08660592138767242,
0.0353148989379406,
-0.014884540811181068,
0.07366669178009033,
0.010003505274653435,
0.03211946040391922,
0.008581751957535744,
-0.003805337008088827,
0.04526557773351669,
-0.07915589213371277,
0.03457446023821831,
-0.02211718261241913,
-0.030820049345493317,
0.06365232169628143,
-0.07725803554058075,
-0.017133306711912155,
0.015856720507144928,
-0.030279045924544334,
-0.03287268057465553,
0.05137183889746666,
-0.026000356301665306,
0.05213057994842529,
0.00611620070412755,
0.05266198143362999,
-0.008816609159111977,
0.09202168136835098,
0.02740202285349369,
0.07640589028596878,
-0.00015387286839541048,
0.006164609454572201,
-0.03242881968617439,
-0.003881721990182996,
-0.028674162924289703,
0.031076114624738693,
0.03041829727590084,
-0.01608387380838394,
-0.05829894170165062,
0.11643128842115402,
-0.03971017524600029,
0.10270639508962631,
-0.0006045963382348418,
-0.04388675466179848,
0.00620590103790164,
-0.053320400416851044,
0.04242246598005295,
0.02735263854265213,
-0.04246804863214493,
0.04018861800432205,
0.02475144900381565,
0.000258559943176806,
-0.10486616939306259,
-0.07411181181669235,
-0.003989456221461296,
0.06391705572605133,
0.05189717561006546,
-0.08692857623100281,
0.020703254267573357,
0.01116747222840786,
0.012540925294160843,
-0.01331257726997137,
0.042236942797899246,
-0.026349365711212158,
-0.002790836151689291,
-0.023204980418086052,
-0.036582671105861664,
-0.005922502838075161,
-0.03249429166316986,
-7.54893508953648e-33,
0.0024831139016896486,
-0.06008755788207054,
0.07281910628080368,
0.08375777304172516,
0.01547245029360056,
-0.029796192422509193,
-0.07855816185474396,
0.00637996569275856,
0.025273531675338745,
-0.0753057599067688,
0.028516186401247978,
-0.0795656070113182,
-0.0638551190495491,
-0.11383186280727386,
0.06088579073548317,
0.008365712128579617,
-0.035045213997364044,
0.027386823669075966,
0.04460176080465317,
0.0035633714869618416,
-0.04341734200716019,
0.004735443275421858,
-0.0025196904316544533,
0.04238799586892128,
0.03976823017001152,
0.0930749699473381,
-0.005784344859421253,
0.004651037976145744,
0.05032580345869064,
0.053094953298568726,
-0.06791757792234421,
-0.04754367470741272,
-0.0841425210237503,
-0.02808234468102455,
0.03845387324690819,
0.006787923164665699,
-0.017241528257727623,
-0.05148739740252495,
-0.02400282770395279,
0.015260170213878155,
-0.05135297402739525,
-0.035676877945661545,
-0.054365333169698715,
-0.028602158650755882,
-0.08735000342130661,
-0.045264631509780884,
0.057913634926080704,
-0.008581513538956642,
-0.09892591834068298,
0.014116336591541767,
-0.005476523190736771,
0.0072133541107177734,
-0.04780980944633484,
-0.004927732516080141,
0.000807246717158705,
-0.036336712539196014,
0.013287542387843132,
-0.009775100275874138,
0.0128749655559659,
0.06423275172710419,
-0.051906928420066833,
0.012594972737133503,
0.09081828594207764,
-0.04468008503317833,
-0.06533408910036087,
-0.0176751259714365,
-0.05622036010026932,
-0.020527569577097893,
-0.015574876219034195,
-0.07527243345975876,
0.04453471675515175,
-0.019130883738398552,
0.034504957497119904,
0.03848477825522423,
-0.03288128972053528,
0.010468781925737858,
-0.058039017021656036,
0.11469510197639465,
0.018545156344771385,
0.042308881878852844,
-0.03790048137307167,
0.04301969334483147,
-0.02510036900639534,
-0.006196724716573954,
-0.030301837250590324,
-0.04895923659205437,
0.04548642784357071,
0.0015204709488898516,
-0.025579985231161118,
0.03728413209319115,
-0.10250834375619888,
-0.011598638258874416,
0.08215589076280594,
-0.0996171310544014,
-0.0005018750671297312,
5.5325236715466065e-33,
0.025268396362662315,
-0.02642679400742054,
-0.08249962329864502,
0.1317041963338852,
0.08720279484987259,
0.013354228809475899,
0.0959147959947586,
0.016386354342103004,
-0.04221726208925247,
0.07400534301996231,
-0.03257942572236061,
0.016356931999325752,
-0.008256546221673489,
0.029825132340192795,
0.14415059983730316,
0.013505314476788044,
0.019646363332867622,
-0.045842841267585754,
0.04056968912482262,
-0.02567771077156067,
-0.030837928876280785,
0.045576199889183044,
0.0005837797070853412,
-0.03477202355861664,
0.037920258939266205,
0.05470918118953705,
0.057295359671115875,
-0.032078471034765244,
-0.11878583580255508,
-0.07914970815181732,
0.08467376977205276,
0.01234403159469366,
-0.13196703791618347,
0.05447482317686081,
0.04094244912266731,
0.0043450831435620785,
0.027489863336086273,
0.04614746570587158,
-0.02125261351466179,
-0.03173264116048813,
0.0024112542159855366,
-0.08646615594625473,
-0.09286630153656006,
0.12244338542222977,
-0.0013230140320956707,
-0.012976936995983124,
0.0428088940680027,
-0.018549107015132904,
0.003767208894714713,
0.05302675813436508,
-0.05720054730772972,
-0.0066892970353364944,
0.1518285572528839,
0.022298352792859077,
-0.04781006649136543,
0.022647511214017868,
0.09095179289579391,
0.02671566605567932,
0.044873543083667755,
0.03261139243841171,
0.03463273495435715,
-0.0021531088277697563,
0.026906583458185196,
-0.056011974811553955,
0.0021608707029372454,
0.0000206467248062836,
-0.05419040843844414,
0.01498646754771471,
-0.0018718879437074065,
-0.06986118853092194,
0.07151717692613602,
-0.08925440907478333,
-0.06697026640176773,
0.007174212019890547,
0.009579330682754517,
0.08280964195728302,
0.07023780792951584,
-0.09389876574277878,
-0.05430096387863159,
-0.07449816912412643,
0.043283216655254364,
-0.06381364166736603,
0.012667526490986347,
0.07285342365503311,
-0.008992297574877739,
0.03609359636902809,
0.03238111734390259,
-0.005265160463750362,
0.057912953197956085,
-0.0670476108789444,
-0.05418938398361206,
0.013249121606349945,
0.006143622566014528,
-0.04020397737622261,
0.023975858464837074,
-3.556472449872672e-8,
-0.050772614777088165,
0.02037469856441021,
0.036696385592222214,
0.05183769762516022,
0.017791690304875374,
0.03947417810559273,
0.029892103746533394,
0.048627931624650955,
0.014944864436984062,
0.0007896278402768075,
-0.010101128369569778,
0.009043056517839432,
-0.02219008095562458,
-0.01653849147260189,
0.09255612641572952,
-0.04334082454442978,
-0.027850162237882614,
-0.08242145925760269,
-0.047132931649684906,
-0.03649664297699928,
0.021811844781041145,
0.0542760044336319,
-0.005539579316973686,
0.028833214193582535,
-0.07301902025938034,
0.005351630039513111,
0.05797446891665459,
0.016396911814808846,
-0.12093907594680786,
0.027887754142284393,
0.033892542123794556,
0.007494283840060234,
-0.04511105641722679,
0.031168995425105095,
0.06460097432136536,
-0.08461987972259521,
-0.019791293889284134,
-0.03623007982969284,
-0.03503689914941788,
-0.0405544713139534,
0.011147036217153072,
0.012433452531695366,
-0.01551840826869011,
0.07752130925655365,
-0.012079602107405663,
0.013768495991826057,
0.007749432697892189,
-0.039088040590286255,
-0.054593488574028015,
-0.07434390485286713,
-0.05031672120094299,
-0.02649020403623581,
-0.04135117679834366,
0.05994950979948044,
-0.027571724727749825,
-0.04661792144179344,
0.036023303866386414,
0.014245664700865746,
-0.018543468788266182,
-0.00430326210334897,
0.054809436202049255,
0.04848792776465416,
0.023321129381656647,
0.04985743388533592
] | p | There is a question that came through the chat if this is the moment to ask it. | [
"blog",
"blog/fast-embed-models"
] | 15,942 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(29) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,943 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(29) | [
-0.08574558794498444,
0.03298621624708176,
-0.0008601151639595628,
-0.0488147959113121,
0.0013490127166733146,
-0.00016202923143282533,
0.04421200975775719,
0.028242450207471848,
-0.08227046579122543,
-0.060131095349788666,
-0.04779293015599251,
-0.03116464428603649,
-0.027968885377049446,
0.052255354821681976,
0.041365303099155426,
0.08590107411146164,
0.02345847524702549,
-0.05020591616630554,
-0.0064679295755922794,
0.05104782432317734,
-0.005676381289958954,
-0.02093295380473137,
-0.004266582429409027,
-0.06058682128787041,
0.04526051506400108,
0.006515313405543566,
0.048208948224782944,
-0.009630164131522179,
-0.12284539639949799,
0.02091260999441147,
-0.037005599588155746,
0.01909678243100643,
-0.05447126924991608,
0.02509029023349285,
0.10856130719184875,
0.04978514835238457,
0.0030684983357787132,
-0.03242047503590584,
-0.012514800764620304,
0.05616796016693115,
-0.037001609802246094,
-0.048591554164886475,
-0.0010559603106230497,
0.005722981411963701,
-0.0516565665602684,
0.013754792511463165,
-0.012403384782373905,
-0.008038784377276897,
0.029156871140003204,
-0.07854578644037247,
0.024965308606624603,
-0.07814174145460129,
0.06538823992013931,
-0.03181047365069389,
0.09421727806329727,
0.031539734452962875,
-0.0067992922849953175,
-0.0547228641808033,
0.0006102679762989283,
-0.01530265063047409,
-0.018720775842666626,
-0.007002560421824455,
0.026315363124012947,
0.09881436079740524,
0.08619815111160278,
-0.013876169919967651,
-0.04875228926539421,
-0.043763771653175354,
0.11753937602043152,
0.039712972939014435,
0.0014039980014786124,
0.023908715695142746,
0.06247410923242569,
0.030728569254279137,
-0.07515779137611389,
-0.03822684660553932,
-0.025084620341658592,
-0.03561050817370415,
-0.031554557383060455,
-0.0499131977558136,
0.03690269961953163,
0.030205760151147842,
-0.04242831841111183,
-0.016604909673333168,
-0.0780101865530014,
-0.04876761883497238,
0.04140348359942436,
-0.00855973456054926,
0.0034853718243539333,
0.002173576969653368,
0.04615037143230438,
0.07476595789194107,
0.04640759155154228,
0.00286507373675704,
-0.02156948484480381,
0.05091198533773422,
-0.07509732246398926,
-0.0744849443435669,
-0.07722378522157669,
0.019624119624495506,
0.03860624134540558,
0.04621811956167221,
-0.0033222653437405825,
0.009706531651318073,
-0.019458221271634102,
0.03081481344997883,
-0.07477317750453949,
0.0008687306544743478,
0.0187494195997715,
-0.03008962981402874,
0.021718842908740044,
0.05959491804242134,
-0.051242854446172714,
-0.03170260414481163,
0.06171632558107376,
-0.031994957476854324,
-0.017058176919817924,
-0.04706529155373573,
0.048285599797964096,
-0.017715351656079292,
0.08221754431724548,
-0.032407041639089584,
-0.046756431460380554,
0.045186251401901245,
-0.027015922591090202,
-0.16507141292095184,
-0.02981085143983364,
-5.567766461552197e-33,
-0.011632503941655159,
0.07617700099945068,
0.03042517974972725,
-0.06618019193410873,
0.06171075999736786,
0.005135934334248304,
0.049296729266643524,
0.01759127341210842,
-0.1002361923456192,
-0.024751298129558563,
0.016497919335961342,
0.019187912344932556,
-0.02692996710538864,
-0.01827203296124935,
-0.009943520650267601,
0.05829644948244095,
0.0586312972009182,
0.00264730560593307,
-0.009165437892079353,
-0.0016271250788122416,
0.015904894098639488,
-0.01915227808058262,
-0.03299395740032196,
0.023071423172950745,
-0.020550046116113663,
-0.02110053040087223,
0.013700941577553749,
-0.038012318313121796,
0.1350688636302948,
0.037393517792224884,
-0.005378099158406258,
-0.021951021626591682,
-0.11071276664733887,
-0.035335738211870193,
0.07500055432319641,
0.1059429943561554,
0.008394269272685051,
0.06610125303268433,
-0.055239662528038025,
-0.003113248385488987,
-0.0984722226858139,
0.05793182551860809,
-0.03054698370397091,
0.03145735338330269,
0.01978663168847561,
0.06329330056905746,
0.136444553732872,
-0.0446135550737381,
0.005577868781983852,
-0.055507611483335495,
-0.016886549070477486,
-0.015303987078368664,
-0.022192735224962234,
-0.01776258647441864,
-0.014716141857206821,
-0.023308342322707176,
0.020054765045642853,
-0.00560405058786273,
0.0368829108774662,
-0.017635725438594818,
-0.047867171466350555,
-0.06492580473423004,
0.03788682445883751,
0.03541993722319603,
-0.047657206654548645,
0.02440919168293476,
-0.019600626081228256,
-0.024401474744081497,
0.05426042526960373,
0.024013839662075043,
0.014385882765054703,
0.027814574539661407,
-0.09026218950748444,
0.020695233717560768,
-0.021093834191560745,
0.04017876088619232,
-0.020705757662653923,
-0.02206810936331749,
0.058242086321115494,
-0.12939044833183289,
0.1015481948852539,
-0.0073897517286241055,
-0.04728059098124504,
0.005378636997193098,
0.04180875048041344,
0.007621064782142639,
0.08744820207357407,
-0.052808500826358795,
0.029736768454313278,
0.0645986944437027,
-0.052674196660518646,
0.05494474619626999,
0.024870971217751503,
-0.027258682996034622,
-0.07462285459041595,
2.8406605262757767e-33,
0.07590046525001526,
0.04211156442761421,
-0.027992602437734604,
-0.01834903471171856,
0.06543032824993134,
0.0045302631333470345,
-0.034818317741155624,
0.005146914627403021,
0.04128716513514519,
0.0733184888958931,
0.028857411816716194,
0.004620149731636047,
0.03603045642375946,
-0.07399527728557587,
0.13175930082798004,
-0.01812540553510189,
-0.013810477219522,
-0.08756174147129059,
0.03750130534172058,
-0.05107017233967781,
-0.04495495930314064,
0.051390502601861954,
-0.04629026725888252,
-0.04078834876418114,
-0.005899180192500353,
0.037129972130060196,
0.0557231679558754,
-0.013415832072496414,
-0.04425230622291565,
0.0032673445530235767,
-0.009057269431650639,
-0.021723775193095207,
-0.037248991429805756,
0.04436511546373367,
0.020397117361426353,
0.0134072694927454,
0.05536109209060669,
-0.0016793491085991263,
0.03379138931632042,
0.004938630387187004,
0.04338298738002777,
-0.06025242432951927,
-0.01071228925138712,
0.039493780583143234,
-0.04938410222530365,
-0.047827646136283875,
0.11528865993022919,
0.033338285982608795,
0.012959719635546207,
0.046218421310186386,
0.001672006561420858,
0.05739527568221092,
0.007491536904126406,
-0.01503715943545103,
0.002886013826355338,
0.005554544273763895,
0.009765447117388248,
0.06925208121538162,
-0.04852236807346344,
-0.007194739766418934,
0.004250437021255493,
0.05497211590409279,
0.02213539369404316,
0.00003539865429047495,
0.053225815296173096,
-0.025503050535917282,
-0.009066153317689896,
-0.08545486629009247,
-0.02749151550233364,
-0.035596366971731186,
-0.01970130018889904,
-0.031914759427309036,
-0.08779419958591461,
0.12174708396196365,
0.07958879321813583,
-0.020281972363591194,
0.10758863389492035,
-0.004456871654838324,
-0.009046358056366444,
0.07084970921278,
-0.02391713112592697,
-0.027283290401101112,
0.006559489760547876,
-0.03174886852502823,
0.09548377990722656,
0.016657959669828415,
-0.0045395903289318085,
0.0017579530831426382,
-0.018544083461165428,
-0.05289497971534729,
-0.05384771525859833,
-0.06724318861961365,
0.12021327763795853,
-0.06530634313821793,
0.019710173830389977,
-2.3250128933227643e-8,
-0.005001293029636145,
-0.012895925901830196,
0.03514746576547623,
0.02111075259745121,
-0.03930347412824631,
0.012440326623618603,
-0.11224354803562164,
-0.06798156350851059,
-0.06722439080476761,
-0.07765773683786392,
0.06516194343566895,
-0.0360514335334301,
0.01513349637389183,
0.110385000705719,
-0.1193760484457016,
0.02276974730193615,
0.06923123449087143,
-0.050042156130075455,
-0.06784796714782715,
0.07603972405195236,
0.01714211516082287,
0.0738278403878212,
0.011262079700827599,
0.03007916361093521,
-0.005728320684283972,
0.01790633611381054,
0.014040719717741013,
0.053626105189323425,
-0.007340117823332548,
-0.11932818591594696,
-0.0393783375620842,
0.025765961036086082,
-0.03980793431401253,
0.05542250722646713,
0.08726876974105835,
-0.14488986134529114,
-0.09695640951395035,
-0.07012054324150085,
-0.010444676503539085,
-0.029827993363142014,
0.05971020460128784,
-0.01617864891886711,
0.05228587985038757,
0.03427199274301529,
0.0013295909157022834,
-0.026479071006178856,
0.08781201392412186,
-0.1319032460451126,
0.02718694508075714,
0.012118243612349033,
-0.10926774144172668,
-0.034155845642089844,
0.00823997799307108,
0.03754737973213196,
0.02283714897930622,
-0.021021893247961998,
-0.053981535136699677,
0.0732220709323883,
-0.0069992439821362495,
0.045331280678510666,
-0.035498008131980896,
-0.08004774153232574,
0.01852676272392273,
-0.06310063600540161
] | p | Yes, please go for it. | [
"blog",
"blog/fast-embed-models"
] | 15,944 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(30) | [
-0.09869501739740372,
0.06445261836051941,
-0.0700313150882721,
-0.021951276808977127,
-0.025799725204706192,
-0.04739833623170853,
0.1027933657169342,
0.09392203390598297,
0.09250365197658539,
0.0175621435046196,
-0.001431716256774962,
-0.06628168374300003,
0.00997555535286665,
0.04084043577313423,
-0.023436948657035828,
0.02193133346736431,
-0.08380930870771408,
0.010890294797718525,
0.008056210353970528,
0.03600181266665459,
-0.07469882816076279,
-0.04406357184052467,
-0.05317161977291107,
0.053817734122276306,
0.028376733884215355,
0.0441967211663723,
0.04563260078430176,
0.0783819630742073,
-0.05284513533115387,
-0.12470140308141708,
-0.013663770630955696,
0.053681109100580215,
0.006437600590288639,
-0.025773905217647552,
-0.05461622774600983,
0.02577187493443489,
0.037272293120622635,
-0.06510455161333084,
-0.01074416097253561,
0.01698511280119419,
-0.039764516055583954,
-0.05816584825515747,
-0.02496187388896942,
0.08176800608634949,
-0.055112071335315704,
0.020101023837924004,
-0.049150921404361725,
0.0759289339184761,
0.04562726244330406,
0.02599106729030609,
-0.010781076736748219,
-0.010713095776736736,
0.018745381385087967,
0.07102734595537186,
0.0301591195166111,
0.06500247120857239,
0.011868458241224289,
0.06955843418836594,
-0.0031935235019773245,
-0.023440580815076828,
0.01802426017820835,
-0.006550197023898363,
-0.11181875318288803,
0.06289980560541153,
-0.12136226892471313,
0.07479490339756012,
-0.016750579699873924,
0.10715030878782272,
-0.11238621920347214,
0.05682803690433502,
0.06656726449728012,
0.01926642470061779,
0.02973317727446556,
-0.03360893949866295,
-0.02554907277226448,
0.060154352337121964,
0.018376193940639496,
-0.04604634270071983,
0.020263930782675743,
-0.12687644362449646,
0.002458849921822548,
-0.03579200059175491,
-0.03206489980220795,
0.03367315232753754,
0.023283345624804497,
0.05621597543358803,
0.0014669898664578795,
-0.013457235880196095,
0.03449198603630066,
0.02068439871072769,
-0.059169452637434006,
-0.0028591579757630825,
0.04693371057510376,
-0.04356779158115387,
-0.005430850200355053,
0.03288966417312622,
0.039160143584012985,
-0.012247654609382153,
-0.05817965045571327,
0.09600836783647537,
0.07269304245710373,
0.014088505879044533,
-0.0026913629844784737,
0.05103950574994087,
-0.02591816522181034,
0.03281301259994507,
0.012838955968618393,
-0.0027253921143710613,
0.04642999544739723,
-0.004236888140439987,
-0.11008544266223907,
-0.03991355374455452,
-0.014665079303085804,
0.06358248740434647,
-0.058387454599142075,
0.0261994618922472,
0.040949027985334396,
-0.0007408967358060181,
0.0015834076330065727,
-0.1477653533220291,
0.052422262728214264,
-0.010157499462366104,
-0.010255670174956322,
-0.10429255664348602,
-0.019700849428772926,
0.01017587911337614,
0.03032734803855419,
-2.469148659105262e-33,
0.04332903400063515,
-0.0014220488956198096,
0.003109969198703766,
0.07754788547754288,
-0.04434176906943321,
-0.011516893282532692,
-0.07696138322353363,
0.018074242398142815,
-0.12933316826820374,
0.05766649171710014,
-0.11362898349761963,
-0.004035167396068573,
-0.04915134236216545,
0.06196114420890808,
0.059740256518125534,
0.001251240842975676,
0.0682704895734787,
-0.02649570070207119,
-0.05915464460849762,
0.01046012993901968,
-0.06209607422351837,
0.054173536598682404,
0.004129149951040745,
-0.04346412047743797,
-0.015585025772452354,
0.029828710481524467,
0.037983238697052,
-0.03967173770070076,
-0.05615121126174927,
0.03715750202536583,
-0.031192203983664513,
0.022007521241903305,
-0.04122935235500336,
0.032883912324905396,
-0.03813037648797035,
0.07928156107664108,
-0.0098976856097579,
-0.03919278457760811,
0.01701829582452774,
-0.07046516984701157,
0.04310959577560425,
-0.015674889087677002,
-0.03931455314159393,
-0.05465143918991089,
0.032776400446891785,
0.015812816098332405,
0.09699387103319168,
-0.010807611979544163,
0.0424911230802536,
0.02183443494141102,
-0.056417517364025116,
0.002320091938599944,
-0.014405675232410431,
-0.020415449514985085,
0.04643961414694786,
-0.0003100441535934806,
-0.05521947517991066,
0.003807120956480503,
0.02748117968440056,
-0.0008295975276269019,
0.09412902593612671,
-0.03346388041973114,
0.030267048627138138,
-0.05754387006163597,
-0.010203806683421135,
0.02648661471903324,
-0.08983998000621796,
0.03774019330739975,
0.06628251820802689,
-0.058238133788108826,
-0.016386479139328003,
-0.03445636108517647,
0.023623831570148468,
0.07921960949897766,
0.00024155549181159586,
0.03765605017542839,
0.03864917531609535,
0.07694759964942932,
0.044542133808135986,
0.0000860311629367061,
-0.013908579014241695,
-0.044860370457172394,
-0.018490679562091827,
-0.023750776425004005,
0.06265094876289368,
0.11122915893793106,
0.04140381142497063,
-0.012242548167705536,
-0.053887881338596344,
0.05046786367893219,
-0.12348563969135284,
-0.01198814157396555,
-0.005988596938550472,
-0.10063864290714264,
-0.08008942008018494,
1.1758635295168426e-33,
-0.07119251042604446,
0.004404006060212851,
-0.0287241842597723,
-0.041186973452568054,
-0.018925584852695465,
-0.028237096965312958,
0.011980891227722168,
0.11584872752428055,
-0.0438716821372509,
-0.04069336876273155,
-0.039646048098802567,
0.017816197127103806,
0.05841432884335518,
-0.07456950843334198,
-0.0427648089826107,
0.04096408560872078,
0.014821847900748253,
-0.15885894000530243,
0.04295935481786728,
-0.0333525650203228,
-0.004574186634272337,
0.05085420981049538,
-0.012918512336909771,
-0.020511161535978317,
-0.03264577314257622,
0.01787138730287552,
0.05980182811617851,
0.07179588079452515,
-0.04101962596178055,
-0.009527124464511871,
-0.020912181586027145,
-0.007447311654686928,
-0.025272667407989502,
-0.018068840727210045,
0.04966430738568306,
-0.005093737039715052,
0.0714421272277832,
0.05822918191552162,
-0.04918225482106209,
-0.03959174081683159,
-0.0444076843559742,
-0.05827545374631882,
0.002822481794282794,
0.10191022604703903,
0.0758720338344574,
-0.013169093988835812,
-0.12389588356018066,
0.00004185879879514687,
-0.004942903760820627,
0.0054290806874632835,
-0.002005157060921192,
0.017842251807451248,
-0.07795773446559906,
0.12609265744686127,
0.015397503040730953,
-0.07920987159013748,
-0.06219116225838661,
0.018062317743897438,
0.01708262972533703,
-0.0467103011906147,
-0.0222731102257967,
0.030889276415109634,
-0.12362468242645264,
0.030252641066908836,
0.12619911134243011,
0.05297687277197838,
-0.05905282497406006,
0.00044052506564185023,
0.03387283533811569,
0.0005049623432569206,
0.11555565893650055,
-0.017287801951169968,
-0.06853249669075012,
-0.026086140424013138,
-0.033106882125139236,
-0.061545480042696,
-0.03679010272026062,
0.040142081677913666,
0.045407261699438095,
0.03055298700928688,
-0.009508936665952206,
-0.01065406110137701,
-0.04798166826367378,
-0.026597056537866592,
-0.05169916898012161,
0.013731725513935089,
0.06893304735422134,
-0.007634959649294615,
0.0023887299466878176,
0.002192156622186303,
0.0019659684039652348,
0.04173200950026512,
0.015577824786305428,
0.033626411110162735,
0.019854877144098282,
-1.591187270832961e-8,
0.0082797696813941,
0.053819313645362854,
-0.04405272752046585,
-0.001609634724445641,
-0.027799835428595543,
-0.05584322661161423,
-0.053420282900333405,
0.030252819880843163,
0.058500032871961594,
0.04822934418916702,
0.05338044837117195,
0.049398135393857956,
0.10141182690858841,
0.009943531826138496,
0.018266618251800537,
0.0019932729192078114,
0.03814907371997833,
0.09880122542381287,
-0.01604943908751011,
0.0037959900218993425,
0.04487485811114311,
0.019351523369550705,
-0.011365141719579697,
0.022335076704621315,
0.03149593994021416,
-0.02783278562128544,
-0.06984730809926987,
-0.07011651992797852,
0.03432229161262512,
0.00007333100802497938,
0.04100913181900978,
0.07423259317874908,
0.030323341488838196,
-0.04863908886909485,
0.05612184852361679,
0.006293061655014753,
-0.12822642922401428,
0.015131622552871704,
0.052704181522130966,
-0.059367381036281586,
0.02154228463768959,
-0.028998946771025658,
0.020838545635342598,
-0.0027341307140886784,
-0.06431449204683304,
-0.04161455109715462,
0.031826797872781754,
0.04527342692017555,
-0.031868062913417816,
-0.0060237497091293335,
-0.051676537841558456,
0.014574969187378883,
0.04470844566822052,
0.006309406831860542,
0.07947362959384918,
-0.01605699397623539,
0.0589464008808136,
0.054612550884485245,
-0.03254062309861183,
0.03357728198170662,
0.052944667637348175,
-0.009778291918337345,
0.0006944375927560031,
0.009491273202002048
] | p | Demetrios: | [
"blog",
"blog/fast-embed-models"
] | 15,945 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(30) | [
-0.07230573147535324,
0.036049503833055496,
-0.030825866386294365,
-0.017307784408330917,
0.044726837426424026,
0.08527351915836334,
-0.010650907643139362,
-0.019282309338450432,
0.027482062578201294,
-0.022943643853068352,
0.044888511300086975,
0.14280734956264496,
-0.01826942153275013,
0.03711165115237236,
-0.05150001868605614,
0.03628600016236305,
0.027825141325592995,
0.048943374305963516,
0.014441576786339283,
0.04674728214740753,
-0.06921572983264923,
0.12825214862823486,
-0.017634907737374306,
0.010110151953995228,
0.016937637701630592,
0.06325624883174896,
0.005277195479720831,
0.019502034410834312,
0.01927073486149311,
0.007956141605973244,
-0.07476112991571426,
-0.003872798988595605,
0.004498657770454884,
0.017003444954752922,
0.04500517249107361,
0.039851099252700806,
-0.057446133345365524,
0.017900679260492325,
0.015501260757446289,
0.08756395429372787,
-0.022483274340629578,
-0.08325023949146271,
0.009607981890439987,
-0.03704311326146126,
-0.014698775485157967,
0.04976879432797432,
-0.017864396795630455,
-0.041295185685157776,
0.06354464590549469,
0.043084774166345596,
-0.006689116824418306,
-0.05257948860526085,
0.02225729636847973,
-0.002786423545330763,
0.07744346559047699,
0.06326664239168167,
0.014068533666431904,
0.0014953580684959888,
0.03669518604874611,
-0.0027968487702310085,
-0.006275855470448732,
0.05446819216012955,
-0.06881062686443329,
0.07487759739160538,
0.020252536982297897,
-0.02017339877784252,
-0.026543764397501945,
-0.039587050676345825,
-0.01184814516454935,
-0.0458160899579525,
-0.008605160750448704,
0.0008722138591110706,
0.06011023372411728,
-0.04695868119597435,
-0.033452894538640976,
0.018716491758823395,
0.02061443030834198,
0.012345160357654095,
-0.023164505138993263,
-0.05191025882959366,
0.07843570411205292,
-0.004977894481271505,
-0.017041372135281563,
-0.03296172618865967,
-0.05960309877991676,
0.017627349123358727,
-0.005937101319432259,
0.0001970036537386477,
0.03401435166597366,
-0.028254665434360504,
-0.09115457534790039,
0.03115268051624298,
-0.005102057009935379,
0.04345642775297165,
0.0395788811147213,
-0.047160640358924866,
-0.09073203057050705,
-0.024545611813664436,
0.03062901273369789,
0.054831258952617645,
0.010580033995211124,
0.005579186603426933,
0.09741854667663574,
0.04976246505975723,
-0.05439253896474838,
-0.014701816253364086,
0.002534425351768732,
0.10843178629875183,
0.007991564460098743,
0.09201400727033615,
-0.023593362420797348,
0.006622799672186375,
-0.04404659569263458,
-0.006196856033056974,
0.004062147811055183,
-0.1262131929397583,
-0.06663136929273605,
-0.015866508707404137,
-0.006643976550549269,
-0.026561224833130836,
0.028250930830836296,
0.010382605716586113,
0.012818004935979843,
-0.00017433048924431205,
-0.10377702116966248,
-0.07909029722213745,
-0.033543169498443604,
-5.596706765127457e-33,
-0.010610735043883324,
-0.04609791934490204,
0.04899875447154045,
-0.04778818041086197,
0.03461403772234917,
-0.033807381987571716,
-0.0030676850583404303,
-0.06131930276751518,
-0.05982024222612381,
0.03890596330165863,
0.07419118285179138,
-0.05134037137031555,
-0.05207011476159096,
-0.014347819611430168,
-0.04682410508394241,
-0.004913820419460535,
-0.01646106317639351,
0.035846538841724396,
0.13455867767333984,
0.0340297594666481,
-0.03523741289973259,
0.0546698234975338,
-0.05304645374417305,
-0.04751639440655708,
-0.02646421082317829,
0.09253334999084473,
0.04642324522137642,
0.02980557456612587,
0.014312135055661201,
0.02610791102051735,
-0.03903935104608536,
0.010303100571036339,
0.016038039699196815,
-0.1262417733669281,
0.11884385347366333,
0.058314450085163116,
-0.007790682837367058,
-0.08481478691101074,
-0.010188775137066841,
-0.04000142961740494,
0.052148014307022095,
0.023779477924108505,
0.010356754995882511,
-0.03192349895834923,
-0.05823156610131264,
0.029220443218946457,
0.030498523265123367,
0.02629851922392845,
0.047483671456575394,
0.028540480881929398,
-0.007305704988539219,
0.05639299377799034,
-0.019760331138968468,
-0.0480712428689003,
-0.02684624493122101,
-0.057824909687042236,
-0.0017486137803643942,
0.11391555517911911,
0.04524729773402214,
0.023642556741833687,
0.04760930687189102,
0.09275154024362564,
0.0022395469713956118,
-0.12790492177009583,
-0.009307279251515865,
0.05365502089262009,
-0.07314331829547882,
0.017607882618904114,
0.009838293306529522,
-0.004147086292505264,
-0.05029479041695595,
-0.047911033034324646,
-0.025253839790821075,
-0.07433909922838211,
0.0817725658416748,
0.031951528042554855,
0.04235110059380531,
0.018881410360336304,
-0.012208527885377407,
-0.037952300161123276,
-0.12139248847961426,
-0.06819265335798264,
0.06490927189588547,
-0.04539364203810692,
-0.09396740049123764,
0.014477306045591831,
0.05756819248199463,
0.0005039949319325387,
0.03107219748198986,
0.076748326420784,
-0.10513386130332947,
-0.020074045285582542,
0.004783174954354763,
0.01936418190598488,
-0.05107959732413292,
3.574737830252087e-33,
-0.09293030202388763,
0.052760232239961624,
-0.004210582468658686,
0.04079754650592804,
0.007366153411567211,
0.03402717411518097,
0.010965529829263687,
0.13210619986057281,
-0.006096141878515482,
0.03903500363230705,
0.04654823616147041,
-0.01257072389125824,
0.010987398214638233,
-0.09701352566480637,
0.015103017911314964,
0.06833718717098236,
0.061719171702861786,
-0.015254721976816654,
0.0016486799577251077,
0.0257879551500082,
0.0017358541954308748,
0.0555754080414772,
-0.015432898886501789,
-0.011740864254534245,
0.002982598263770342,
0.07575498521327972,
0.0912649929523468,
0.013133586384356022,
-0.04377131164073944,
-0.04477745667099953,
-0.0962894931435585,
-0.06236380338668823,
-0.09740156680345535,
0.025860335677862167,
-0.08080532401800156,
0.010250139981508255,
-0.03713536262512207,
-0.07185503095388412,
0.017450669780373573,
-0.05251973867416382,
0.009296054020524025,
-0.01550546009093523,
-0.022861072793602943,
0.08968402445316315,
-0.0035809269174933434,
0.025823289528489113,
0.06782442331314087,
0.08706419914960861,
0.06894314289093018,
-0.004924335516989231,
-0.04082726687192917,
-0.017343830317258835,
0.035362277179956436,
-0.0612860806286335,
-0.0662769302725792,
-0.0750061497092247,
-0.005550318397581577,
-0.04206365719437599,
0.04769548773765564,
-0.08831366896629333,
0.0011856037890538573,
0.013238288462162018,
-0.018400752916932106,
-0.13326910138130188,
0.007867621257901192,
0.015399039722979069,
-0.012891056016087532,
-0.04214324429631233,
-0.07416510581970215,
0.0014463388361036777,
0.026353973895311356,
0.006053808145225048,
-0.07182643562555313,
-0.043038416653871536,
0.014486096799373627,
-0.00597259821370244,
-0.018001439049839973,
0.0026455516926944256,
0.011484757997095585,
-0.013098480179905891,
-0.011471008881926537,
-0.004182979464530945,
0.012588147073984146,
0.07459468394517899,
0.07478693127632141,
0.040969036519527435,
-0.07275452464818954,
-0.05801323428750038,
-0.013726538047194481,
0.08601080626249313,
-0.04732437804341316,
0.02103445492684841,
0.04011416807770729,
-0.028579149395227432,
0.02098124660551548,
-2.998140402610261e-8,
0.060554444789886475,
0.07894223928451538,
-0.028271425515413284,
-0.057496510446071625,
0.0040551405400037766,
0.018630994483828545,
-0.0032175849191844463,
0.05322928726673126,
-0.03575115650892258,
-0.04231365770101547,
0.08019257336854935,
-0.010429250076413155,
0.008338907733559608,
-0.014727328903973103,
0.023401686921715736,
0.028523240238428116,
-0.058343157172203064,
-0.04479004442691803,
0.0178005900233984,
-0.014163422398269176,
-0.011418896727263927,
-0.0118173249065876,
0.1325947791337967,
0.025255760177969933,
-0.008388316258788109,
0.04372222349047661,
-0.06723852455615997,
0.005834018345922232,
-0.057435330003499985,
-0.11789345741271973,
0.043650247156620026,
-0.0021244206000119448,
0.01652175933122635,
-0.06104753911495209,
0.05568796768784523,
0.0816149190068245,
0.005037137772887945,
0.02332960069179535,
-0.002750476822257042,
-0.032113026827573776,
-0.012995311990380287,
-0.030279353260993958,
0.0788085088133812,
0.10423065721988678,
-0.08557282388210297,
0.006103345658630133,
0.047794464975595474,
-0.00005997739572194405,
-0.013375400565564632,
-0.11575496941804886,
-0.004566703457385302,
-0.04987044632434845,
-0.02113882265985012,
-0.017709214240312576,
0.10318665951490402,
-0.03677372634410858,
-0.018415410071611404,
-0.07706204056739807,
0.006551284808665514,
0.030529998242855072,
0.03326110541820526,
0.14615607261657715,
0.07017185539007187,
0.11642594635486603
] | p | All right it’s from a little bit back like a few slides ago. | [
"blog",
"blog/fast-embed-models"
] | 15,946 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(30) | [
0.06779541075229645,
-0.041480258107185364,
0.004346380941569805,
0.016218621283769608,
0.1385132521390915,
0.01824232004582882,
0.003908274695277214,
-0.03377601131796837,
0.011589490808546543,
-0.025959055870771408,
-0.07283437252044678,
-0.04926571995019913,
0.05218825489282608,
0.006273321341723204,
-0.05415644496679306,
-0.029101401567459106,
0.05525306612253189,
-0.08713386207818985,
-0.00014718562306370586,
0.02041447162628174,
0.06575945764780045,
0.08403560519218445,
-0.01017551589757204,
0.008144397288560867,
-0.02240418829023838,
-0.05891216918826103,
0.03396439179778099,
0.03258070349693298,
-0.028926121070981026,
0.004454993177205324,
-0.04382932931184769,
0.009074901230633259,
-0.012132822535932064,
0.001576911541633308,
-0.12060921639204025,
0.00009159483306575567,
0.09666414558887482,
0.012277094647288322,
0.05317089334130287,
-0.027331585064530373,
0.06137371063232422,
-0.01601850986480713,
0.048026811331510544,
0.07354605942964554,
-0.06254556030035019,
-0.04531904682517052,
-0.06598030775785446,
-0.06940260529518127,
-0.017870424315333366,
-0.06631306558847427,
-0.0030149281956255436,
-0.05700918287038803,
0.03521407023072243,
-0.02688565105199814,
0.03338176757097244,
0.07025271654129028,
0.0012190049747005105,
-0.054561715573072433,
0.007825423032045364,
0.04645382985472679,
-0.02282809093594551,
-0.03356821835041046,
-0.10299872606992722,
0.009189033880829811,
-0.018107565119862556,
0.03706221282482147,
-0.020000513643026352,
0.012062262743711472,
-0.007976974360644817,
0.05927767977118492,
0.046443499624729156,
-0.038565248250961304,
0.03126240149140358,
0.10006227344274521,
-0.04851173982024193,
-0.018628442659974098,
0.048435114324092865,
-0.030988607555627823,
0.06460180878639221,
0.09163273125886917,
-0.02859535440802574,
-0.1423397809267044,
0.0664859488606453,
-0.02710549905896187,
0.004800107795745134,
0.07479819655418396,
0.05992416664958,
0.000914936070330441,
-0.007346823811531067,
0.016239773482084274,
-0.008293280377984047,
-0.019795779138803482,
-0.05128040537238121,
0.06973408907651901,
0.02231600321829319,
-0.060537662357091904,
-0.04900532215833664,
-0.022983001545071602,
-0.0696764886379242,
0.0743367075920105,
-0.03576574847102165,
0.030874542891979218,
0.06031421571969986,
-0.010185039602220058,
0.034294214099645615,
-0.025475073605775833,
-0.06761931627988815,
0.03133469447493553,
0.0033756443299353123,
-0.06404148042201996,
-0.0543123297393322,
0.00874239020049572,
-0.032743990421295166,
-0.043487902730703354,
0.01450403407216072,
0.07340043783187866,
0.017219653353095055,
0.10460862517356873,
0.07263080030679703,
0.0580608956515789,
0.04559812694787979,
-0.03240808844566345,
-0.01758512854576111,
0.08204997330904007,
-0.04269283637404442,
-0.049878764897584915,
0.06978195160627365,
-9.057974493036653e-33,
0.028270747512578964,
0.009954121895134449,
0.028405895456671715,
0.040680963546037674,
-0.06549480557441711,
-0.0038634431548416615,
-0.0682554617524147,
-0.04513845220208168,
0.0027657581958919764,
-0.06177067384123802,
0.09616957604885101,
-0.024142233654856682,
-0.05064234137535095,
0.06545335799455643,
-0.025161050260066986,
0.08217377960681915,
0.0038936452474445105,
0.06330742686986923,
0.014808249659836292,
-0.03678038343787193,
-0.013187585398554802,
-0.07267056405544281,
0.03358526527881622,
-0.026914039626717567,
-0.049838267266750336,
0.029491424560546875,
-0.022283921018242836,
0.023775672540068626,
0.07505107671022415,
0.008985732682049274,
-0.11578629910945892,
0.04209926351904869,
0.024230577051639557,
-0.062211036682128906,
0.03601234778761864,
0.0573914498090744,
-0.07467072457075119,
-0.030748767778277397,
-0.049695611000061035,
-0.023218363523483276,
0.05298909917473793,
-0.014545515179634094,
0.017861317843198776,
0.1138804480433464,
0.07334262132644653,
0.062169261276721954,
0.028986399993300438,
-0.009942809119820595,
-0.09474154561758041,
0.0393817313015461,
0.015348372980952263,
-0.011588899418711662,
0.05679216980934143,
0.1191127672791481,
-0.052203234285116196,
-0.0015186674427241087,
-0.028265438973903656,
0.00732639292255044,
0.03308704122900963,
0.007094880566000938,
-0.04066240042448044,
0.017143409699201584,
-0.06675344705581665,
-0.04892084747552872,
-0.08471700549125671,
-0.04085281118750572,
0.02625017799437046,
0.08741950243711472,
-0.050079990178346634,
-0.032987672835588455,
-0.0477922260761261,
-0.11515430361032486,
-0.023245684802532196,
0.02385633997619152,
-0.03886571526527405,
-0.04195718839764595,
-0.04599890112876892,
-0.04597415030002594,
0.07163344323635101,
-0.05183277279138565,
0.015942677855491638,
0.043506521731615067,
-0.03479146584868431,
-0.07015044242143631,
0.024389421567320824,
0.030509229749441147,
0.011600804515182972,
0.0318324975669384,
-0.08097604662179947,
0.04944894090294838,
-0.07311470806598663,
0.021567268297076225,
0.07719741761684418,
-0.01169653795659542,
-0.10547886043787003,
5.965472567291856e-33,
-0.0690077543258667,
0.029504993930459023,
-0.02736465260386467,
0.01895023323595524,
-0.006641721352934837,
-0.07034265249967575,
0.022663911804556847,
0.034160252660512924,
0.0021349855232983828,
0.06097671762108803,
0.007907193154096603,
0.008465240709483624,
0.04324101284146309,
0.05592795088887215,
0.05822979286313057,
0.029818570241332054,
0.05799480527639389,
-0.0006509515806101263,
-0.0350792296230793,
-0.05508827418088913,
-0.0746438130736351,
0.07918304949998856,
-0.0485835000872612,
-0.0011331000132486224,
0.015623894520103931,
0.01825118623673916,
0.008870063349604607,
0.060461994260549545,
-0.0029583985451608896,
0.060616400092840195,
0.04122867062687874,
-0.04060849919915199,
-0.007251963019371033,
0.08602411299943924,
0.026109490543603897,
-0.09784169495105743,
-0.009366798214614391,
-0.13339859247207642,
0.014615762047469616,
-0.01703614369034767,
-0.05025671795010567,
0.04241147264838219,
-0.030625393614172935,
0.023176971822977066,
-0.012933699414134026,
-0.046747107058763504,
0.1471143513917923,
0.06413650512695312,
-0.005467955023050308,
0.06971045583486557,
-0.06001337617635727,
0.011013098992407322,
0.012297878973186016,
-0.06746622920036316,
-0.02722768485546112,
-0.025682685896754265,
0.011083679273724556,
-0.03127986565232277,
-0.039885569363832474,
0.03741656243801117,
-0.04006091505289078,
0.05417153611779213,
-0.1331387758255005,
-0.004971861373633146,
-0.05685920640826225,
-0.002358507364988327,
0.012795521877706051,
0.04083880037069321,
0.03395387530326843,
0.06354950368404388,
0.035210054367780685,
-0.019055243581533432,
-0.0968884825706482,
-0.06552845984697342,
-0.018248923122882843,
-0.07131928205490112,
0.0189060028642416,
-0.04414946958422661,
-0.017769955098628998,
-0.06525347381830215,
-0.011738089844584465,
0.014840135350823402,
0.07362351566553116,
-0.004632614552974701,
0.00959234032779932,
0.02286607027053833,
0.06337987631559372,
-0.024301033467054367,
-0.017612434923648834,
0.014699120074510574,
-0.021004019305109978,
0.03794873133301735,
0.006330982316285372,
-0.014516080729663372,
0.0023432737216353416,
-2.515897534749456e-8,
0.04691607505083084,
0.02087271586060524,
0.0923674926161766,
-0.02738100290298462,
0.012452162802219391,
0.05573625862598419,
-0.03928253799676895,
-0.014356209896504879,
0.03884867951273918,
0.020546231418848038,
0.03485952690243721,
0.011263170279562473,
0.0018763863481581211,
-0.07644560933113098,
0.07655747979879379,
-0.0010743715101853013,
-0.04738786071538925,
-0.05870388075709343,
-0.008830462582409382,
0.0454314723610878,
0.014907313510775566,
-0.0008431735914200544,
-0.07992291450500488,
0.037965379655361176,
0.058089207857847214,
0.05473131313920021,
0.07079528272151947,
0.04341741278767586,
0.06683608144521713,
0.09950987249612808,
0.046135373413562775,
-0.07368117570877075,
-0.002270518336445093,
0.032248400151729584,
0.08610034734010696,
0.0023598375264555216,
0.0729420930147171,
0.003653330495581031,
0.04907044768333435,
0.0798431932926178,
0.003546016989275813,
0.0041282279416918755,
0.06428109109401703,
0.09428951889276505,
-0.029652567580342293,
-0.06994150578975677,
0.0074727702885866165,
-0.07335863262414932,
0.00005977402543067001,
0.0016499904450029135,
-0.040573809295892715,
-0.03133548051118851,
0.09730313718318939,
0.04945588484406471,
-0.00013129817671142519,
-0.041456438601017,
-0.08865877985954285,
0.017448509112000465,
0.06072845682501793,
0.03575710207223892,
0.1039648950099945,
-0.07462044805288315,
0.04856955260038376,
-0.07671336829662323
] | p | So I’m just warning you. | [
"blog",
"blog/fast-embed-models"
] | 15,947 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(30) | [
-0.014633780345320702,
-0.11722432076931,
0.01817798987030983,
-0.029715441167354584,
0.10846360772848129,
0.06708071380853653,
-0.13044042885303497,
-0.09574965387582779,
-0.029577070847153664,
-0.04339800402522087,
0.003588224295526743,
0.045945387333631516,
-0.006978987250477076,
0.019560644403100014,
0.009793631732463837,
-0.0005868704756721854,
0.12639416754245758,
0.07593107968568802,
0.011669307015836239,
0.005333711858838797,
-0.1081291139125824,
-0.10867948830127716,
0.024127792567014694,
-0.09285059571266174,
0.07952910661697388,
-0.055741362273693085,
-0.04315303638577461,
-0.011820701882243156,
0.03570205345749855,
-0.05195946991443634,
0.03631378337740898,
-0.05010484531521797,
0.045342911034822464,
-0.004696054849773645,
-0.06697957217693329,
0.0355803556740284,
0.03409631550312042,
-0.05765317380428314,
-0.036330923438072205,
0.016540521755814552,
0.04260530322790146,
0.034065358340740204,
-0.00766154145821929,
0.017771925777196884,
-0.029596319422125816,
-0.08062712848186493,
0.030697597190737724,
-0.043561987578868866,
-0.05941891670227051,
-0.010182959958910942,
-0.0852111428976059,
-0.023076871410012245,
0.008015977218747139,
0.03004147671163082,
-0.02342691458761692,
-0.07395129650831223,
-0.0014688735827803612,
0.007598306052386761,
0.012291589751839638,
0.05907630920410156,
0.01525807660073042,
-0.07588129490613937,
0.05852556973695755,
-0.0002702741476241499,
0.05476332828402519,
0.020807355642318726,
0.052415259182453156,
0.05773760378360748,
0.009177994914352894,
-0.05197122320532799,
-0.11683901399374008,
0.020594807341694832,
-0.0293766800314188,
-0.0007257938268594444,
-0.019911309704184532,
0.02029390260577202,
0.057789839804172516,
-0.016578486189246178,
0.04304095357656479,
-0.06402070820331573,
0.018450258299708366,
-0.04044348746538162,
0.015289328061044216,
-0.08906801789999008,
0.030933605507016182,
-0.003099995432421565,
-0.013088159263134003,
0.026690155267715454,
-0.09991660714149475,
-0.043827448040246964,
-0.0119089987128973,
-0.02893681637942791,
0.07303380221128464,
0.005598955322057009,
0.09405948221683502,
0.006575359962880611,
0.00988296139985323,
-0.059376224875450134,
-0.02953365445137024,
0.0026296251453459263,
0.02601100131869316,
0.05320778861641884,
0.01228367630392313,
0.011423218995332718,
-0.03300575911998749,
-0.1306014209985733,
0.06854252517223358,
0.11658744513988495,
-0.013580979779362679,
0.03405729681253433,
-0.07011179625988007,
0.019925432279706,
-0.026137007400393486,
-0.026930270716547966,
0.029064683243632317,
-0.021369852125644684,
0.00418076291680336,
-0.05825141444802284,
0.07836072146892548,
-0.030830876901745796,
-0.06358348578214645,
0.04237125441431999,
-0.01897934079170227,
-0.03803608939051628,
0.07889439910650253,
-0.006848207209259272,
-0.08343402296304703,
-1.459183841181419e-33,
0.007113627158105373,
0.004917121026664972,
0.012753362767398357,
-0.03271300345659256,
0.0019327923655509949,
-0.04830773547291756,
-0.04660036042332649,
0.051145076751708984,
-0.06011798977851868,
-0.02060066908597946,
-0.024831172078847885,
0.030327927321195602,
-0.03930126503109932,
0.11478464305400848,
-0.03159957379102707,
-0.08710835129022598,
-0.07548122853040695,
0.06706654280424118,
0.002447071485221386,
-0.007789342198520899,
-0.034936707466840744,
-0.10298357158899307,
0.019161345437169075,
-0.006969325244426727,
0.05316748842597008,
-0.03917592763900757,
0.07837911695241928,
-0.045744482427835464,
0.06903410702943802,
0.011784887872636318,
-0.15052106976509094,
-0.051647331565618515,
0.004901377949863672,
-0.10949206352233887,
0.041055746376514435,
-0.022833479568362236,
-0.07253167778253555,
0.030018987134099007,
-0.01279060635715723,
-0.02430127002298832,
0.018975861370563507,
-0.0008734089788049459,
-0.03912544623017311,
-0.08412580192089081,
-0.08155766129493713,
0.007407143712043762,
-0.02704443968832493,
0.06149258837103844,
0.008100622333586216,
-0.0009219066123478115,
0.07527431845664978,
0.04530453309416771,
-0.12307703495025635,
-0.019670410081744194,
0.07158274948596954,
-0.018468402326107025,
0.010406291112303734,
0.04384719207882881,
0.10061908513307571,
0.03010645881295204,
-0.02060670778155327,
0.02009456604719162,
-0.0346708744764328,
-0.01864968053996563,
-0.05460266396403313,
0.025888748466968536,
0.06288270652294159,
0.0123070627450943,
-0.013911318965256214,
0.005898078437894583,
-0.0013989873696118593,
0.02695421129465103,
-0.016680244356393814,
-0.059309493750333786,
-0.04053379222750664,
0.025095198303461075,
-0.05614370480179787,
-0.053221333771944046,
0.01393527165055275,
0.1162104532122612,
-0.04461125656962395,
0.01181828510016203,
-0.002512844279408455,
0.009403046220541,
0.026164785027503967,
-0.02425166219472885,
-0.020100610330700874,
-0.07684575766324997,
-0.008233044296503067,
-0.0342126339673996,
0.0028605726547539234,
0.031316857784986496,
-0.039016008377075195,
-0.015642434358596802,
-0.0023120639380067587,
4.429388069350635e-34,
0.013042688369750977,
-0.04853960499167442,
-0.007377210538834333,
0.033737972378730774,
0.056515250355005264,
0.028282813727855682,
0.05687114596366882,
0.05578562617301941,
0.027172287926077843,
-0.013178187422454357,
-0.010829082690179348,
-0.06575576215982437,
-0.0021373333875089884,
-0.023911617696285248,
-0.055914998054504395,
-0.09090980887413025,
-0.01788332127034664,
-0.08115378022193909,
0.0021453513763844967,
0.026017876341938972,
0.007825786247849464,
-0.02282676286995411,
0.08327966928482056,
0.09446751326322556,
0.0188469048589468,
0.09804119914770126,
0.03214128315448761,
0.003375452943146229,
-0.09009324014186859,
-0.031182024627923965,
-0.015889590606093407,
-0.039021871984004974,
-0.06887540966272354,
-0.0724254846572876,
0.0647873803973198,
0.01846489869058132,
0.06218120828270912,
0.05005480349063873,
-0.07795917242765427,
-0.05584629625082016,
0.11564990133047104,
0.059130631387233734,
0.02170756831765175,
-0.0014607807388529181,
0.016161933541297913,
0.006569336634129286,
-0.06115609407424927,
0.009584352374076843,
0.07261992245912552,
0.046829842031002045,
0.04634743928909302,
-0.026040520519018173,
0.05473272129893303,
0.00843854807317257,
0.04868752509355545,
-0.05713190883398056,
-0.07510849088430405,
0.013165931217372417,
0.054039936512708664,
0.0754133090376854,
-0.048856038600206375,
-0.07402661442756653,
-0.01724637672305107,
-0.08570487797260284,
0.047074344009160995,
0.01848103478550911,
0.009443108923733234,
0.02998635172843933,
0.008708246983587742,
0.06485594063997269,
0.08621292561292648,
-0.04988427832722664,
0.04741217568516731,
0.08828055113554001,
-0.039719291031360626,
0.020292850211262703,
0.04131687059998512,
0.013446977362036705,
0.01314267236739397,
-0.04562319815158844,
-0.007690108381211758,
0.06485793739557266,
0.05825279280543327,
0.0025946968235075474,
0.06628558039665222,
0.04207140579819679,
-0.014707157388329506,
-0.07086461782455444,
0.03970051556825638,
-0.009314079768955708,
-0.01854153722524643,
0.07104478031396866,
0.016698792576789856,
0.08870384842157364,
0.03522932901978493,
-1.8558999670403864e-8,
0.009531590156257153,
0.03477796912193298,
0.054771728813648224,
-0.05497495457530022,
-0.03971144184470177,
-0.05665518343448639,
0.002129281172528863,
0.00998682714998722,
0.08280409127473831,
0.013930927962064743,
0.04458250477910042,
-0.0498666912317276,
0.045238789170980453,
0.022559456527233124,
0.04770606383681297,
0.00589715177193284,
0.042062945663928986,
-0.013861376792192459,
0.002944025443866849,
-0.08710967749357224,
-0.01907172054052353,
0.09152799844741821,
0.0881161019206047,
-0.024436645209789276,
0.006924089044332504,
0.020109664648771286,
0.0343753956258297,
0.013901207596063614,
0.03674345836043358,
-0.06135322153568268,
-0.09309989959001541,
0.07080481201410294,
-0.04303126409649849,
-0.11582508683204651,
0.028703410178422928,
-0.02393324114382267,
-0.041842393577098846,
-0.0038486868143081665,
-0.02673957124352455,
-0.04273344948887825,
-0.01029537059366703,
0.01438998058438301,
0.03227634355425835,
-0.10123102366924286,
0.03622567281126976,
0.03633648902177811,
0.0066230930387973785,
0.019035054370760918,
-0.03617901727557182,
0.07308974117040634,
-0.08404222875833511,
0.0016244782600551844,
-0.003175731748342514,
0.045069433748722076,
0.04127610847353935,
0.035864003002643585,
0.06285004317760468,
-0.035787712782621384,
0.06127650663256645,
0.021543582901358604,
0.043464384973049164,
-0.045285701751708984,
0.09022485464811325,
0.08023373782634735
] | p | Are there any plans to support audio or image sources in fast embed? | [
"blog",
"blog/fast-embed-models"
] | 15,948 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,949 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.043307505548000336,
-0.15720507502555847,
0.027306800708174706,
-0.07499494403600693,
0.11176302284002304,
-0.01174568198621273,
-0.14077897369861603,
-0.02371518313884735,
-0.006099034566432238,
-0.017476052045822144,
-0.05159936845302582,
0.0052215540781617165,
0.0005955150700174272,
0.09317638725042343,
0.07209400087594986,
-0.036065660417079926,
-0.014662384055554867,
0.07767705619335175,
-0.06194567680358887,
0.076235331594944,
0.027281731367111206,
-0.027750350534915924,
0.10170439630746841,
-0.13945837318897247,
0.0173846073448658,
-0.04142960533499718,
-0.01992635801434517,
-0.03137103468179703,
0.028046708554029465,
-0.025151193141937256,
0.046307653188705444,
0.02801063284277916,
-0.005813433323055506,
0.05383073538541794,
-0.009348864667117596,
0.05146263539791107,
-0.044149380177259445,
-0.004214791115373373,
-0.08258897811174393,
-0.00031812957604415715,
-0.03808655962347984,
0.06172175332903862,
-0.0550505705177784,
0.030550312250852585,
-0.01220344752073288,
-0.04976048693060875,
-0.06501869112253189,
-0.08093789219856262,
-0.022758707404136658,
0.020360901951789856,
-0.08773644268512726,
-0.11539514362812042,
0.05355548486113548,
0.025277510285377502,
-0.01938672736287117,
-0.11175061762332916,
-0.0008285387884825468,
-0.07086577266454697,
0.023423539474606514,
0.005230159033089876,
-0.014089472591876984,
-0.01681176945567131,
0.02807002328336239,
0.014400777406990528,
0.10639070719480515,
0.021770581603050232,
0.022344794124364853,
0.03126669302582741,
-0.004082066472619772,
-0.047858573496341705,
-0.09104351699352264,
-0.029075874015688896,
-0.016301454976201057,
-0.003205512650310993,
-0.02380937896668911,
0.01214971486479044,
-0.004131700377911329,
-0.03875080868601799,
0.01803090237081051,
-0.13700810074806213,
0.06941943615674973,
0.028659366071224213,
0.02135876752436161,
-0.04346084222197533,
0.061495162546634674,
0.018794402480125427,
-0.07111965864896774,
0.03609584644436836,
-0.07396002113819122,
0.02992137521505356,
-0.06960008293390274,
-0.009347427636384964,
0.015779927372932434,
0.01177031546831131,
-0.06527505815029144,
0.01190800778567791,
0.02935854159295559,
-0.031498201191425323,
0.0070319161750376225,
0.012811877764761448,
-0.006727525033056736,
-0.05992509797215462,
0.035956550389528275,
-0.009858042933046818,
0.02070353552699089,
-0.10595597326755524,
0.036433447152376175,
-0.003318409901112318,
-0.007462261710315943,
-0.033845748752355576,
-0.03943751007318497,
0.006533827167004347,
0.015277617610991001,
0.02942841313779354,
0.03868677467107773,
-0.018840592354536057,
0.04807271435856819,
0.023515865206718445,
0.1377352923154831,
-0.0120150838047266,
-0.03686786815524101,
-0.028186673298478127,
0.014071601442992687,
-0.037056419998407364,
0.08570465445518494,
-0.07968251407146454,
-0.05766233801841736,
-2.6807989883647074e-33,
0.047016143798828125,
0.018182825297117233,
0.03910739719867706,
0.06381901353597641,
0.061442095786333084,
-0.02152915857732296,
-0.07625853270292282,
0.04080885276198387,
-0.05191662907600403,
-0.09195461869239807,
0.009052670560777187,
0.02341916412115097,
-0.01888703927397728,
0.16879834234714508,
-0.047541286796331406,
-0.04600375518202782,
-0.03737352788448334,
0.024315476417541504,
0.03061155416071415,
0.026189783588051796,
0.023739919066429138,
-0.023461805656552315,
-0.0010398788144811988,
0.012392631731927395,
-0.04757579416036606,
0.04406093806028366,
0.07420177012681961,
-0.09377922117710114,
0.06425344944000244,
0.022765200585126877,
-0.13965508341789246,
-0.012310497462749481,
-0.07000337541103363,
-0.03423171117901802,
0.045673076063394547,
-0.012462272308766842,
-0.06530008465051651,
0.0070166755467653275,
-0.05568629875779152,
-0.006696049589663744,
0.02012847363948822,
-0.0600166916847229,
-0.060456469655036926,
-0.054371532052755356,
-0.03092699684202671,
-0.006923336070030928,
0.03327884525060654,
-0.0014753019204363227,
-0.04165666550397873,
-0.059844523668289185,
0.04814226180315018,
0.05254387483000755,
-0.05524669960141182,
-0.09784213453531265,
0.07313180714845657,
-0.028079528361558914,
-0.033800289034843445,
-0.05207701027393341,
0.10238815099000931,
-0.03605194762349129,
-0.04180918261408806,
0.004344623070210218,
0.0220984797924757,
-0.01899363100528717,
-0.040139175951480865,
0.04326498135924339,
0.031186355277895927,
-0.016291091218590736,
0.02997198887169361,
0.0141864949837327,
-0.02968420460820198,
0.0558902733027935,
-0.004427346866577864,
-0.06906047463417053,
-0.1165914386510849,
0.04444378241896629,
-0.029766570776700974,
-0.0004987247521057725,
0.10645189136266708,
0.10445321351289749,
-0.042216911911964417,
-0.05308140814304352,
0.013591534458100796,
-0.014052532613277435,
0.0999244898557663,
-0.04146294295787811,
0.05285758152604103,
-0.062025874853134155,
-0.024903321638703346,
-0.013889404945075512,
0.00991478469222784,
0.02631586231291294,
-0.10030224919319153,
-0.004645000211894512,
-0.0006805728771723807,
1.931567266318894e-34,
0.03490021452307701,
0.00197920692153275,
-0.045034006237983704,
0.040057916194200516,
0.051953695714473724,
-0.011574883945286274,
0.025580359622836113,
0.013146314769983292,
0.03228765353560448,
0.0007420842302963138,
-0.03257279470562935,
-0.0368928425014019,
-0.00319653213955462,
-0.03400995209813118,
-0.02625732123851776,
-0.023629385977983475,
0.013699367642402649,
0.0019012243719771504,
0.02513369359076023,
-0.005269517190754414,
-0.03085416369140148,
-0.01967507414519787,
-0.0031659703236073256,
0.056658193469047546,
0.01468570251017809,
0.11956245452165604,
-0.025557035580277443,
-0.05847049131989479,
-0.05761604383587837,
-0.017550434917211533,
0.009760312736034393,
-0.10436509549617767,
-0.037073202431201935,
-0.039208754897117615,
0.05650651082396507,
-0.007919111289083958,
0.09313677996397018,
0.07099940627813339,
-0.06829092651605606,
0.047479305416345596,
0.10521981865167618,
0.009923914447426796,
-0.030313028022646904,
0.02419883944094181,
0.00035959543311037123,
-0.04985915869474411,
-0.06345205754041672,
0.018546676263213158,
0.04645306244492531,
0.05096379667520523,
0.005394297651946545,
-0.012887994758784771,
-0.018686210736632347,
-0.08302704244852066,
0.002086845925077796,
-0.06934656202793121,
0.03754245117306709,
-0.027077754959464073,
0.07374580204486847,
0.06375515460968018,
-0.024761853739619255,
-0.05929885059595108,
-0.05646499618887901,
-0.0640711635351181,
0.07308449596166611,
0.0206022746860981,
0.03368799388408661,
-0.026960257440805435,
-0.018653875216841698,
0.007543689571321011,
0.06489488482475281,
-0.021118272095918655,
-0.014240800403058529,
0.05047275871038437,
0.07737560570240021,
0.04298556596040726,
0.10244245827198029,
-0.022181781008839607,
0.04221472889184952,
-0.05139141157269478,
0.04574603587388992,
-0.04333523288369179,
0.05039409548044205,
0.04504397511482239,
0.09464415162801743,
0.03775056079030037,
-0.035387687385082245,
0.04959260672330856,
0.054922234266996384,
-0.011369292624294758,
0.014028928242623806,
0.06514271348714828,
0.02842181921005249,
0.05452936515212059,
0.06375850737094879,
-2.3834704876435353e-8,
-0.039181262254714966,
0.029199281707406044,
0.08224205672740936,
-0.060385774821043015,
-0.026772331446409225,
-0.02765834517776966,
0.037252772599458694,
-0.05421224981546402,
0.05698361620306969,
0.012608127668499947,
0.043926749378442764,
-0.03380167856812477,
0.02387787401676178,
0.06269931048154831,
0.0466243252158165,
-0.010747214779257774,
-0.014306529425084591,
0.016056500375270844,
-0.018700776621699333,
-0.018894221633672714,
-0.03128328174352646,
0.06268966197967529,
0.0227876715362072,
-0.00955987349152565,
-0.05351412668824196,
0.04732174798846245,
-0.060703493654727936,
0.01210749987512827,
-0.03696134686470032,
-0.07279473543167114,
-0.07490452378988266,
0.047419268637895584,
0.0009987413650378585,
-0.04742283374071121,
0.0038004324305802584,
-0.02634231373667717,
-0.05021962895989418,
-0.024085504934191704,
-0.06630197167396545,
-0.05346352607011795,
0.03001389652490616,
0.034887444227933884,
0.02187008038163185,
0.008982991799712181,
0.11561932414770126,
0.02710389345884323,
0.00699281319975853,
-0.061491459608078,
-0.019330132752656937,
-0.007667602971196175,
-0.04402218386530876,
-0.04249919578433037,
0.05760236456990242,
0.11415167152881622,
0.0704721063375473,
0.010129684582352638,
0.04777068644762039,
0.03972454369068146,
0.07464230805635452,
0.027182644233107567,
0.041643526405096054,
0.015456209890544415,
-0.02563386783003807,
0.0405397042632103
] | p | If there is a request for that we do have a plan to support multimodal embedding. | [
"blog",
"blog/fast-embed-models"
] | 15,950 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.08529024571180344,
-0.029503310099244118,
-0.03905216231942177,
-0.021757451817393303,
-0.02472618967294693,
-0.047565486282110214,
-0.08770295977592468,
-0.09427754580974579,
-0.02775132656097412,
0.07908979803323746,
-0.041233185678720474,
-0.005644987337291241,
-0.01371537335216999,
0.07078003138303757,
0.09105390310287476,
-0.034686096012592316,
-0.014797376468777657,
-0.016236282885074615,
-0.08027806878089905,
0.11311556398868561,
0.04609834775328636,
0.003882857970893383,
0.03571867197751999,
-0.03353188931941986,
-0.022314835339784622,
-0.05100046098232269,
-0.0022889049723744392,
0.020471634343266487,
-0.07803969085216522,
-0.018166497349739075,
-0.012494150549173355,
-0.04306401312351227,
0.04009696841239929,
0.0023908517323434353,
0.004471452906727791,
0.032177843153476715,
0.028252456337213516,
0.0034461352042853832,
0.02806495502591133,
-0.03000514768064022,
0.04103458300232887,
-0.07391217350959778,
-0.049565184861421585,
0.11191810667514801,
-0.12215123325586319,
0.06353969126939774,
-0.059397436678409576,
0.008141596801578999,
0.024288469925522804,
0.05490287020802498,
0.04335528612136841,
-0.04633361101150513,
0.014017315581440926,
-0.04952901974320412,
0.014566902071237564,
-0.012486036866903305,
0.041467949748039246,
-0.041760027408599854,
0.00781683623790741,
0.03496786579489708,
-0.0015086706262081861,
0.05712815001606941,
-0.015800070017576218,
0.06586164236068726,
-0.009646334685385227,
-0.04157274588942528,
0.043917763978242874,
0.16624534130096436,
0.03331703692674637,
-0.06499533355236053,
-0.06568547338247299,
0.025045886635780334,
0.007323718164116144,
-0.015504041686654091,
0.008133476600050926,
-0.013375154696404934,
0.017769092693924904,
-0.016124362125992775,
-0.012964138761162758,
-0.07306043803691864,
0.061030030250549316,
-0.03569601848721504,
0.03343600407242775,
0.0018802343402057886,
-0.03580673038959503,
0.04109180346131325,
0.006748782470822334,
-0.00426818709820509,
-0.013177276588976383,
-0.06660990417003632,
-0.08683604747056961,
-0.028008554130792618,
0.03285292163491249,
0.024469465017318726,
-0.10157262533903122,
0.0021509879734367132,
0.0028495118021965027,
-0.03270885720849037,
-0.00044882288784720004,
0.06965190172195435,
-0.022446701303124428,
0.06679925322532654,
-0.04433378949761391,
-0.05604289099574089,
-0.08900528401136398,
0.03711427003145218,
0.027197718620300293,
0.05078248307108879,
-0.007333911955356598,
-0.07643114030361176,
0.002560027875006199,
0.01830904185771942,
0.011745276860892773,
0.01883620396256447,
-0.02558339387178421,
-0.0569441057741642,
-0.03966066613793373,
0.0051372358575463295,
0.08622638136148453,
-0.10534529387950897,
0.024331944063305855,
0.028862623497843742,
-0.04796168580651283,
-0.05378580093383789,
0.08326291292905807,
-0.04203614965081215,
-0.025836685672402382,
-7.077529528762095e-33,
0.08516617864370346,
0.061300259083509445,
0.060780078172683716,
-0.04647865891456604,
0.04099860042333603,
0.01088731735944748,
-0.009696869179606438,
-0.03484824672341347,
-0.037533313035964966,
-0.03375733271241188,
0.06137256324291229,
0.024389252066612244,
0.058227285742759705,
0.014350800774991512,
-0.006054952275007963,
-0.07792144268751144,
0.04031744599342346,
0.007102604489773512,
0.02214275673031807,
-0.03661327436566353,
-0.007170167285948992,
-0.07196851074695587,
-0.02786366455256939,
0.04293674975633621,
0.019843367859721184,
0.0397656112909317,
-0.02209622599184513,
-0.03898775577545166,
0.09581583738327026,
0.024377217516303062,
-0.02866809442639351,
0.011178761720657349,
-0.05738814175128937,
0.038110725581645966,
-0.02124324068427086,
-0.010275565087795258,
0.005605717655271292,
0.020653817802667618,
-0.010626438073813915,
0.01328131090849638,
0.022746194154024124,
-0.02355244942009449,
-0.08011901378631592,
0.01004244014620781,
-0.04100089892745018,
-0.0412302240729332,
0.10856492072343826,
0.027548858895897865,
0.07249302417039871,
-0.040925461798906326,
0.11052465438842773,
0.01697891391813755,
-0.05329348146915436,
-0.061484940350055695,
0.0021024460438638926,
0.03472108766436577,
0.0309293232858181,
-0.12494195997714996,
0.07833542674779892,
-0.020735420286655426,
-0.014654533937573433,
-0.008582065813243389,
0.016406225040555,
-0.0031573737505823374,
-0.08339335769414902,
-0.019693849608302116,
0.04188359156250954,
0.01901589334011078,
-0.04489890858530998,
-0.08696339279413223,
-0.04592102766036987,
-0.018901661038398743,
-0.049615129828453064,
0.024339646100997925,
-0.004111465532332659,
0.023115718737244606,
0.06689051538705826,
0.034510038793087006,
0.04622367396950722,
-0.01871301978826523,
-0.04695695638656616,
-0.031525325030088425,
0.023671941831707954,
0.022052979096770287,
0.20322264730930328,
0.028009334579110146,
0.02601565048098564,
-0.030435169115662575,
-0.1329854279756546,
0.047531794756650925,
-0.03411531075835228,
-0.004471438936889172,
-0.0011341110803186893,
0.023339593783020973,
-0.059947870671749115,
2.4489595436298893e-33,
-0.013006883673369884,
-0.08822596818208694,
-0.07154125720262527,
0.08082310855388641,
0.05953961983323097,
-0.005278514698147774,
0.008534274995326996,
-0.00103079155087471,
0.010821709409356117,
0.07234781235456467,
-0.05920358747243881,
-0.034675899893045425,
0.019993890076875687,
0.04345517233014107,
-0.04666820541024208,
-0.03758062794804573,
0.09034931659698486,
0.005638051778078079,
-0.013920397497713566,
0.026134969666600227,
0.004986292216926813,
0.05660542845726013,
-0.025848757475614548,
0.08459924906492233,
0.0396873764693737,
0.06429948657751083,
0.04267295077443123,
0.008066423237323761,
-0.011071660555899143,
0.055191945284605026,
-0.013828215189278126,
-0.04351164400577545,
-0.11820763349533081,
0.020823176950216293,
0.026031166315078735,
0.023981532081961632,
0.030079983174800873,
0.028948036953806877,
-0.04818158224225044,
0.06511061638593674,
0.07110320031642914,
-0.07969623059034348,
-0.057884734123945236,
0.09978549182415009,
0.030086342245340347,
0.007069322280585766,
0.020033959299325943,
-0.008616874925792217,
-0.08804605156183243,
0.024056050926446915,
0.01896488480269909,
-0.006043697707355022,
-0.10864217579364777,
-0.03164763003587723,
-0.02096322365105152,
0.05804552137851715,
0.12721407413482666,
-0.0037029352970421314,
0.07727865129709244,
-0.02254064939916134,
0.042694248259067535,
0.006565354764461517,
0.004493870306760073,
-0.06048852577805519,
0.10217519104480743,
-0.04318608343601227,
0.036112770438194275,
0.027025360614061356,
-0.06623634696006775,
0.08561063557863235,
0.03078983537852764,
0.00860190112143755,
0.03135081008076668,
0.04607710614800453,
0.06927990168333054,
-0.03764950856566429,
0.0742875188589096,
-0.05241488292813301,
0.014177391305565834,
0.0160240326076746,
0.03783416375517845,
-0.04281340911984444,
-0.0028118740301579237,
0.06125383451581001,
0.08778514713048935,
-0.04015208035707474,
0.052810441702604294,
0.039924558252096176,
0.03636380657553673,
-0.0909382775425911,
-0.027010122314095497,
-0.04957733303308487,
0.1203160509467125,
-0.11656580865383148,
0.02788633294403553,
-2.042780877786754e-8,
-0.028507081791758537,
-0.021158963441848755,
0.03363339975476265,
0.05240233987569809,
-0.0517592653632164,
0.05003167316317558,
0.040242623537778854,
-0.06814946979284286,
0.07720917463302612,
-0.024284230545163155,
-0.02040502056479454,
-0.004340321756899357,
0.013979761861264706,
0.0651286244392395,
0.032876502722501755,
0.03719306364655495,
-0.06828581541776657,
0.008137340657413006,
-0.08657585829496384,
0.0002664042403921485,
-0.0741332545876503,
0.06872212886810303,
0.04998898506164551,
0.02229098416864872,
-0.023409469053149223,
0.006066197529435158,
-0.054309550672769547,
0.0013410960091277957,
0.03547735512256622,
-0.04471467435359955,
-0.02369607426226139,
-0.005726995877921581,
-0.030438611283898354,
0.016884366050362587,
0.019142579287290573,
-0.11000678688287735,
-0.12306823581457138,
-0.032934803515672684,
-0.05043148249387741,
-0.0006267877761274576,
-0.04500420019030571,
0.044636983424425125,
-0.03301602602005005,
0.08241833001375198,
0.0013739531859755516,
-0.06845823675394058,
-0.0588398203253746,
-0.025731662288308144,
0.008623388595879078,
0.021383918821811676,
-0.025670126080513,
-0.06716597080230713,
0.01873055286705494,
0.07310160249471664,
0.037255771458148956,
0.07167744636535645,
-0.010707520879805088,
-0.06277701258659363,
0.014238712377846241,
0.004392021801322699,
0.016815878450870514,
0.008454171009361744,
-0.0550285242497921,
-0.07001645117998123
] | p | We would love to do that. | [
"blog",
"blog/fast-embed-models"
] | 15,951 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.06625095009803772,
-0.12536261975765228,
-0.02156807854771614,
-0.0893276035785675,
0.04411669448018074,
0.04517817124724388,
-0.06727728992700577,
0.023522883653640747,
0.03551545739173889,
-0.06985413283109665,
0.03855825215578079,
-0.028185401111841202,
-0.04865511879324913,
-0.007956573739647865,
0.024624889716506004,
-0.04280753806233406,
0.09898816794157028,
0.05996536836028099,
0.046083834022283554,
-0.02751024253666401,
0.05228721350431442,
-0.00908639095723629,
-0.012391614727675915,
0.02892715483903885,
0.017718596383929253,
-0.04351941868662834,
0.033413637429475784,
0.04769960418343544,
0.029337983578443527,
-0.0739477127790451,
0.053690504282712936,
-0.025854652747511864,
0.11679711192846298,
0.014516325667500496,
-0.04812019318342209,
-0.05428151786327362,
0.005175294354557991,
-0.030911585316061974,
-0.01716582663357258,
-0.03924013301730156,
-0.0425989031791687,
0.03478844836354256,
-0.014647559262812138,
-0.03843414783477783,
-0.03465934842824936,
-0.1446142941713333,
-0.04388625919818878,
-0.05199592560529709,
-0.04562293365597725,
0.09465281665325165,
-0.03627848997712135,
-0.13343602418899536,
-0.03222446143627167,
0.11251272261142731,
-0.01129322312772274,
-0.03460972011089325,
-0.020472491160035133,
-0.018337124958634377,
0.05445485934615135,
-0.007068898528814316,
0.002404342405498028,
-0.033154018223285675,
-0.05016770958900452,
0.02387482114136219,
0.05726425349712372,
0.03897429630160332,
-0.004551173187792301,
0.08805882185697556,
0.02739475481212139,
-0.03139837831258774,
-0.11263281852006912,
-0.05394143611192703,
-0.04819304868578911,
-0.028704382479190826,
-0.04630512744188309,
-0.009627019055187702,
0.0655687227845192,
0.010696569457650185,
-0.08180385082960129,
-0.029631376266479492,
-0.0012778608361259103,
-0.03445194289088249,
-0.0032563561107963324,
-0.06420423090457916,
0.02457156777381897,
0.06711238622665405,
0.021405508741736412,
-0.010986010544002056,
-0.05475940927863121,
-0.022611694410443306,
-0.0749952420592308,
0.0215442031621933,
0.07715557515621185,
-0.05479815602302551,
-0.011791592463850975,
0.057068128138780594,
-0.04063006117939949,
-0.057711828500032425,
0.07705163210630417,
0.03823290765285492,
-0.026045646518468857,
0.004120406229048967,
0.03173782303929329,
0.01208537071943283,
0.0028589500579982996,
-0.0490715466439724,
-0.0067423866130411625,
0.007409957237541676,
0.038803402334451675,
-0.031898871064186096,
-0.03725859895348549,
0.058535441756248474,
-0.002168770879507065,
-0.07978757470846176,
0.13615761697292328,
-0.004320829175412655,
0.002503454452380538,
0.017827432602643967,
0.08229919523000717,
-0.016273191198706627,
-0.022049151360988617,
-0.006436314433813095,
-0.03785184398293495,
0.04115058854222298,
0.008597402833402157,
0.035529326647520065,
-0.10735555738210678,
1.2219669689690697e-33,
0.09204777330160141,
0.0846901461482048,
-0.031847890466451645,
0.02154814824461937,
0.11218729615211487,
-0.027457058429718018,
-0.04068220034241676,
0.027040373533964157,
-0.04622960463166237,
-0.02551105245947838,
-0.03651057183742523,
-0.03175485134124756,
-0.002408267930150032,
0.0033921380527317524,
-0.01602163165807724,
-0.047523412853479385,
-0.07962191104888916,
0.07235640287399292,
-0.01476661954075098,
-0.00858103297650814,
-0.015125490725040436,
-0.045429717749357224,
-0.02089221589267254,
0.0821898877620697,
0.16604629158973694,
0.0750596895813942,
0.0283050574362278,
0.0025387518107891083,
0.012263008393347263,
0.03322376683354378,
-0.029191194102168083,
-0.01366126537322998,
0.0015212642028927803,
-0.04171963036060333,
0.04631635174155235,
0.04342598095536232,
-0.09032674133777618,
-0.028661740943789482,
0.005242092534899712,
-0.07041429728269577,
0.04198083281517029,
0.022708339616656303,
-0.08870730549097061,
-0.06863784044981003,
-0.042074497789144516,
-0.06745831668376923,
0.021596863865852356,
0.07043758034706116,
0.03977397829294205,
-0.012834585271775723,
0.07371720671653748,
0.03476148843765259,
-0.02274763397872448,
-0.012945590540766716,
-0.013874954544007778,
-0.09705515205860138,
0.0024789501912891865,
-0.021321846172213554,
0.07797198742628098,
0.0624871626496315,
0.015822656452655792,
0.0480896420776844,
0.047778595238924026,
-0.09438150376081467,
0.02738727442920208,
0.09501489251852036,
-0.03425003960728645,
-0.026635073125362396,
0.06597735732793808,
-0.01726028509438038,
-0.09185326844453812,
0.05116652324795723,
-0.04458678513765335,
-0.013990196399390697,
-0.04674540087580681,
-0.06581886857748032,
-0.08146665245294571,
-0.06169942766427994,
0.03993061184883118,
0.07471664994955063,
-0.10618357360363007,
0.009806811809539795,
-0.044252388179302216,
-0.06092729791998863,
0.002000786131247878,
-0.005403710994869471,
0.06280530989170074,
-0.04764416813850403,
-0.030575765296816826,
-0.0555804967880249,
-0.06606419384479523,
0.02914499305188656,
-0.027930833399295807,
0.01578756421804428,
0.030881164595484734,
-1.7470771932126786e-33,
0.03186298534274101,
-0.0111438799649477,
0.028086571022868156,
0.07493280619382858,
0.08174929022789001,
0.052344538271427155,
0.05799653008580208,
0.02603968419134617,
-0.004630604293197393,
0.0072302366606891155,
0.02008846588432789,
-0.04183278605341911,
0.0009099229355342686,
-0.05796032026410103,
-0.013688218779861927,
-0.04648451507091522,
-0.02719988487660885,
-0.16383767127990723,
0.011942993849515915,
-0.0012763527920469642,
0.042336322367191315,
-0.021322693675756454,
0.03548034280538559,
0.05269714072346687,
-0.03782925382256508,
0.062297966331243515,
-0.01363281812518835,
-0.027184979990124702,
0.03274781256914139,
-0.02570669911801815,
-0.02959616109728813,
0.013694352470338345,
-0.08276040107011795,
-0.034174710512161255,
-0.03468899801373482,
0.03695039823651314,
0.05280352756381035,
0.14125944674015045,
0.02068409137427807,
-0.037147246301174164,
0.0532536506652832,
0.05999629199504852,
-0.017593057826161385,
0.05942416191101074,
-0.04220562428236008,
-0.056715499609708786,
0.0004092190647497773,
0.10800938308238983,
-0.0627562627196312,
-0.0348142571747303,
-0.014494365081191063,
-0.03584814816713333,
0.012576197274029255,
0.020943420007824898,
-0.0688231959939003,
0.04076147451996803,
-0.019823584705591202,
-0.0356876514852047,
0.02301325462758541,
0.02083391137421131,
-0.0557127483189106,
-0.009740331210196018,
-0.0420939102768898,
-0.044967327266931534,
0.014458561316132545,
-0.02644604630768299,
-0.0021170126274228096,
0.054121870547533035,
-0.045129355043172836,
-0.011988138779997826,
0.06287136673927307,
0.029700584709644318,
0.07879471033811569,
0.014343957416713238,
-0.035054776817560196,
-0.06887700408697128,
0.007777256425470114,
-0.020781176164746284,
0.005738513544201851,
0.017623022198677063,
-0.024076394736766815,
0.06510420143604279,
0.0636766254901886,
0.048031508922576904,
0.06743617355823517,
0.06985297054052353,
-0.010402067564427853,
0.037105217576026917,
-0.004642966203391552,
-0.005846667103469372,
-0.05820966139435768,
0.05352916941046715,
0.08711124211549759,
0.03643923997879028,
0.03497140854597092,
-3.668067094508842e-8,
-0.005129544530063868,
0.0839899554848671,
0.07200871407985687,
0.007092894054949284,
-0.05309639871120453,
-0.004708271939307451,
-0.02017604559659958,
-0.08784116059541702,
0.0675685852766037,
0.01703445240855217,
0.03178934380412102,
-0.011243694461882114,
-0.0034318137913942337,
0.09515716135501862,
-0.012152247130870819,
-0.019937191158533096,
0.02917461283504963,
0.12675005197525024,
-0.025852100923657417,
-0.030063791200518608,
0.014812822453677654,
0.047150012105703354,
0.07936003804206848,
0.004927684552967548,
0.04049849137663841,
-0.009613284841179848,
-0.036867495626211166,
0.025827696546912193,
0.005217909812927246,
0.004262158181518316,
-0.04468833655118942,
0.06570912152528763,
-0.007854975759983063,
-0.03040129505097866,
0.04279720410704613,
-0.004177217837423086,
-0.09683786332607269,
-0.017832506448030472,
-0.016921482980251312,
0.0452202633023262,
0.08198735862970352,
-0.04807007312774658,
-0.009900510311126709,
0.012589150108397007,
0.016852591186761856,
0.003301953198388219,
0.06492214649915695,
-0.14924705028533936,
-0.053795427083969116,
0.06699404120445251,
-0.06772627681493759,
-0.064140684902668,
-0.029296744614839554,
0.06972280889749527,
0.03366392105817795,
0.047580424696207047,
0.020118961110711098,
-0.009188304655253887,
0.04715902730822563,
-0.02828686498105526,
0.034821704030036926,
-0.020756850019097328,
0.015809843316674232,
0.02291695587337017
] | p | If there’s specific model within those, let’s say you want Clip or Seglip or a specific audio model, please mention that either on that discord or our GitHub so that we can plan accordingly. | [
"blog",
"blog/fast-embed-models"
] | 15,952 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.07562492787837982,
-0.0012059708824381232,
-0.012911743484437466,
0.014240102842450142,
-0.005937008652836084,
0.035427793860435486,
-0.00937323272228241,
0.007046172395348549,
-0.024077074602246284,
-0.0635627806186676,
-0.03979320824146271,
0.018367676064372063,
0.008130667731165886,
0.03434518724679947,
0.02587076835334301,
-0.04460199922323227,
0.04291486367583275,
0.01614801585674286,
0.05264999717473984,
-0.0030279383063316345,
0.04645973816514015,
0.002017844468355179,
-0.014368565753102303,
0.00217698747292161,
-0.04594282805919647,
-0.03964729979634285,
-0.024188583716750145,
0.04519820585846901,
-0.02158346213400364,
0.004771510139107704,
0.025440959259867668,
0.070064976811409,
-0.03166833147406578,
0.022409290075302124,
-0.01855402998626232,
-0.02384556643664837,
-0.00986705906689167,
0.09038986265659332,
-0.033394455909729004,
-0.007806105073541403,
0.01908821612596512,
0.02818438410758972,
0.012418916448950768,
0.04234258085489273,
-0.08573520928621292,
-0.0388239324092865,
-0.011247508227825165,
0.02461458183825016,
0.0652400404214859,
0.039539046585559845,
0.10115808993577957,
-0.012745426967740059,
-0.020534582436084747,
-0.021756697446107864,
0.08065890520811081,
-0.0008591848891228437,
0.029201317578554153,
-0.07358816266059875,
0.015450166538357735,
0.0013696859823539853,
-0.0715290904045105,
0.022137653082609177,
-0.0497654527425766,
0.07562432438135147,
0.03687587007880211,
0.06360303610563278,
0.07902845740318298,
0.07578206807374954,
0.06626639515161514,
0.04635612294077873,
0.05518883839249611,
0.08211684972047806,
0.04986732080578804,
0.006637370679527521,
-0.02501794509589672,
0.04309796914458275,
-0.04725724086165428,
0.024998994544148445,
0.02271558716893196,
0.024968571960926056,
0.0601595900952816,
-0.004338201135396957,
0.008769859559834003,
-0.016408052295446396,
0.02109472267329693,
0.05389527603983879,
0.02877381443977356,
-0.03904692456126213,
0.015163700096309185,
-0.05506904050707817,
-0.09381414949893951,
-0.0372447706758976,
0.04848533496260643,
0.007420235779136419,
0.016827480867505074,
-0.017356611788272858,
-0.041957128793001175,
0.0319836400449276,
-0.037450890988111496,
0.04952508956193924,
-0.025362053886055946,
-0.003319884417578578,
0.03458329290151596,
-0.049314580857753754,
-0.0004964600666426122,
-0.10243237018585205,
-0.07948627322912216,
-0.038119226694107056,
0.003613312728703022,
-0.08083828538656235,
-0.06191157549619675,
-0.008929507806897163,
0.03788227587938309,
-0.016814030706882477,
0.027095424011349678,
0.06637371331453323,
0.02809269353747368,
0.05570176988840103,
0.09203668683767319,
0.014072864316403866,
0.07587305456399918,
-0.0011239680461585522,
-0.054563913494348526,
-0.00797192845493555,
0.005491080228239298,
0.006283826194703579,
-0.05343809351325035,
-5.21899214487544e-33,
0.06642016768455505,
0.03887263685464859,
0.03803516551852226,
-0.018867041915655136,
0.11492498219013214,
-0.023662162944674492,
-0.00953670497983694,
0.006477699615061283,
0.0021082251332700253,
-0.004622383043169975,
0.02892882190644741,
-0.02877243608236313,
-0.002340343315154314,
0.007515768986195326,
0.05397294461727142,
-0.018396921455860138,
-0.003972537349909544,
0.02581535093486309,
-0.004227207042276859,
0.007701360620558262,
0.0011843338143080473,
-0.08464059978723526,
0.04105927422642708,
-0.021835006773471832,
0.0373736135661602,
-0.028343772515654564,
0.06596475094556808,
-0.023946091532707214,
0.08869341760873795,
0.016905320808291435,
0.021875744685530663,
0.14388318359851837,
-0.0981215313076973,
0.015508458018302917,
-0.031167780980467796,
0.019413776695728302,
0.034162022173404694,
0.016015872359275818,
0.008162707090377808,
0.016591692343354225,
-0.02732480876147747,
0.007389237638562918,
-0.03132978454232216,
0.016030877828598022,
-0.014198494143784046,
0.03102056309580803,
0.06976323574781418,
0.022238995879888535,
-0.06583552062511444,
0.027728408575057983,
0.007083612959831953,
-0.054687026888132095,
0.0021443450823426247,
-0.03872203081846237,
-0.02945750765502453,
-0.00827025342732668,
-0.018499260768294334,
-0.05887138098478317,
0.06512349843978882,
-0.08248820900917053,
-0.027167433872818947,
-0.02751939557492733,
0.09214575588703156,
0.12077739089727402,
-0.07071111351251602,
-0.0011696331202983856,
0.015674665570259094,
-0.0548354871571064,
-0.0067343697883188725,
-0.009510125033557415,
0.028222735971212387,
-0.008485496044158936,
-0.10564757138490677,
-0.005468880757689476,
-0.12484981119632721,
0.03614671900868416,
-0.04856380075216293,
-0.005971042905002832,
0.06031942367553711,
-0.019012268632650375,
0.07387172430753708,
0.028795083984732628,
-0.026307210326194763,
-0.020921122282743454,
-0.04807252809405327,
-0.061298668384552,
0.09621831029653549,
-0.01152089610695839,
-0.15563207864761353,
-0.09612559527158737,
-0.04229193925857544,
0.01200929842889309,
-0.003879698459059,
-0.03566627576947212,
-0.08613410592079163,
2.7226122407784177e-33,
-0.06697557866573334,
-0.08730581402778625,
-0.027149304747581482,
-0.006926361937075853,
0.09773257374763489,
-0.017460301518440247,
-0.01750066876411438,
0.011145984753966331,
-0.0734419897198677,
0.12834392488002777,
-0.04947710037231445,
-0.05232880264520645,
-0.03784269839525223,
0.0064545986242592335,
0.06510774791240692,
-0.0027441864367574453,
-0.010955363512039185,
-0.031418271362781525,
-0.017787758260965347,
-0.040183790028095245,
-0.013940091244876385,
0.02214387245476246,
-0.03045825846493244,
0.12053070962429047,
-0.016993049532175064,
0.04733961075544357,
-0.020187245681881905,
-0.03156165033578873,
-0.012458101846277714,
0.05731929466128349,
0.016499733552336693,
-0.11381269246339798,
-0.14086070656776428,
-0.03481288254261017,
-0.047780249267816544,
0.06325659155845642,
-0.05015523359179497,
-0.02546818181872368,
-0.018953079357743263,
-0.06523507833480835,
-0.010402752086520195,
-0.08189132064580917,
-0.10796939581632614,
0.043286338448524475,
-0.04708811268210411,
-0.0012907205382362008,
0.017686903476715088,
0.0779048278927803,
0.04346046224236488,
0.04590727388858795,
-0.0031635554041713476,
0.07119858264923096,
-0.04175138100981712,
-0.04665517061948776,
-0.08076903969049454,
-0.07222536951303482,
0.07542084902524948,
-0.06406018882989883,
0.009027045220136642,
0.03322453051805496,
0.0773148462176323,
-0.0006183180958032608,
0.11340469121932983,
-0.06830130517482758,
0.019637994468212128,
-0.08011189103126526,
0.006557507440447807,
0.043381646275520325,
0.02919139713048935,
0.09832952916622162,
-0.001470695249736309,
-0.016562065109610558,
-0.015315747819840908,
0.04619409516453743,
0.004910833202302456,
-0.054561011493206024,
0.04535616561770439,
-0.056015804409980774,
-0.035345058888196945,
-0.07241246104240417,
-0.08201436698436737,
-0.12763313949108124,
0.016465548425912857,
0.05791227146983147,
0.07811140269041061,
-0.054009146988391876,
-0.12619806826114655,
-0.03364919126033783,
0.014674000442028046,
0.0028782617300748825,
-0.02946074679493904,
0.004963553976267576,
0.022414129227399826,
0.028620678931474686,
-0.05706141144037247,
-3.1486859342066964e-8,
-0.010536035522818565,
0.04674132168292999,
0.00170263578183949,
0.06239382550120354,
-0.058138325810432434,
0.14847832918167114,
0.010428561829030514,
0.026460053399205208,
0.008510449901223183,
0.013140678405761719,
0.10179547220468521,
-0.029167773202061653,
0.04853793978691101,
-0.015666713938117027,
0.0401223786175251,
-0.0014640267472714186,
0.008269221521914005,
-0.035204172134399414,
-0.06627563387155533,
0.06494294106960297,
-0.061922427266836166,
0.12356186658143997,
0.02181291952729225,
0.020185410976409912,
-0.032768286764621735,
-0.030023889616131783,
0.09411851316690445,
0.054436564445495605,
0.08654217422008514,
-0.01140332780778408,
-0.025165580213069916,
-0.01115446537733078,
0.06429053097963333,
0.10016999393701553,
0.07028180360794067,
0.04309462755918503,
-0.0645684152841568,
0.047735560685396194,
0.005902999546378851,
-0.06317559629678726,
-0.060641009360551834,
-0.053034186363220215,
0.07082296162843704,
0.09460607916116714,
0.054033271968364716,
-0.002447088249027729,
-0.04876798391342163,
-0.039658498018980026,
-0.029833214357495308,
0.004101467784494162,
-0.04608878120779991,
0.018808316439390182,
-0.03160381689667702,
0.007112889084964991,
0.05226382985711098,
-0.042431529611349106,
0.03210429847240448,
-0.014062369242310524,
-0.0708240270614624,
0.08068015426397324,
-0.015016925521194935,
0.02989622950553894,
0.05378977581858635,
0.012592518702149391
] | p | So yeah, that’s the idea. | [
"blog",
"blog/fast-embed-models"
] | 15,953 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.08741883933544159,
-0.03923296928405762,
-0.027378283441066742,
0.02162657119333744,
0.056569796055555344,
0.04752802103757858,
0.04984544590115547,
0.0326305627822876,
-0.044711921364068985,
-0.0071067907847464085,
-0.0643029510974884,
-0.0019234966021031141,
-0.05152926221489906,
0.03750651329755783,
0.03410308063030243,
0.009755457751452923,
0.03066323883831501,
-0.029818912968039513,
0.044163886457681656,
-0.1098809689283371,
0.017386725172400475,
0.026766572147607803,
0.0711166113615036,
0.05696512386202812,
-0.06494887173175812,
-0.013087017461657524,
0.020364928990602493,
0.013715680688619614,
-0.025545215234160423,
-0.061453092843294144,
0.00029669248033314943,
0.05744275450706482,
0.020059734582901,
-0.011014967225492,
-0.11568940430879593,
-0.011521914042532444,
-0.04079223424196243,
0.08229301869869232,
0.029862597584724426,
-0.040742840617895126,
-0.07961402088403702,
-0.0984417125582695,
0.0063599287532269955,
0.10357929021120071,
-0.019624976441264153,
-0.03261719271540642,
0.005039992276579142,
-0.05222788080573082,
0.06553668528795242,
0.09701405465602875,
-0.01665446162223816,
-0.09481105953454971,
-0.048813339322805405,
-0.019553260877728462,
0.019084081053733826,
-0.03494825214147568,
-0.015377930365502834,
-0.0017776322783902287,
0.0481080487370491,
-0.07362895458936691,
0.03271540626883507,
0.07643537223339081,
-0.0599096454679966,
0.012604178860783577,
0.01359851285815239,
-0.011737327091395855,
-0.021587640047073364,
0.12341295927762985,
0.013138491660356522,
0.07505054771900177,
-0.015807783231139183,
0.052484773099422455,
-0.07066261768341064,
0.06628764420747757,
-0.05418824031949043,
0.006433755625039339,
-0.0330917127430439,
-0.07301489263772964,
0.041530486196279526,
0.002828070893883705,
-0.0388556607067585,
0.028212489560246468,
-0.028082113713026047,
0.029157379642128944,
0.05134047940373421,
0.0864962562918663,
0.004160716664046049,
0.02343003824353218,
-0.027528556063771248,
-0.040628012269735336,
-0.031475938856601715,
0.013870945200324059,
0.048912182450294495,
-0.06567075848579407,
-0.01989702880382538,
0.09754259139299393,
-0.02958757057785988,
-0.09626229852437973,
-0.07658787816762924,
0.049609359353780746,
-0.0384218730032444,
-0.00732311001047492,
-0.017912058159708977,
-0.027406787499785423,
0.023345084860920906,
-0.02847740426659584,
0.05748559534549713,
0.03547791764140129,
0.05037027597427368,
0.03476602956652641,
-0.019593987613916397,
0.050330035388469696,
-0.061781447380781174,
-0.04489507898688316,
0.03256622701883316,
-0.022371191531419754,
0.08641011267900467,
-0.0174298956990242,
0.03379778936505318,
0.01838086172938347,
0.034856706857681274,
0.04985584318637848,
-0.05630137771368027,
-0.04008536785840988,
0.01275309082120657,
0.05563778802752495,
-0.08714713901281357,
-4.3329742982026794e-33,
-0.007811788469552994,
0.06714554876089096,
0.03432702645659447,
0.07841242104768753,
0.08661225438117981,
-0.014399323612451553,
-0.06967022269964218,
0.034152477979660034,
-0.08678267151117325,
-0.05834203585982323,
0.04431464895606041,
0.037247247993946075,
-0.044364266097545624,
0.07792583107948303,
0.05594903975725174,
-0.09936897456645966,
-0.001083671348169446,
0.10256774723529816,
0.024317221716046333,
-0.04952069744467735,
-0.023024801164865494,
0.02032593823969364,
0.005891803186386824,
0.02901049703359604,
0.018274107947945595,
0.018583906814455986,
0.048844434320926666,
0.031578969210386276,
0.01735801436007023,
-0.005243970081210136,
0.02941742353141308,
0.00045142287854105234,
-0.0491659939289093,
-0.02229619398713112,
-0.012441740371286869,
-0.04409646987915039,
-0.06414426863193512,
-0.10552838444709778,
0.04499141871929169,
-0.003685972886160016,
-0.029911112040281296,
0.014371728524565697,
-0.08561646193265915,
0.009363042190670967,
0.11369325965642929,
0.0224444679915905,
0.07358609139919281,
-0.02809157408773899,
-0.0052619026973843575,
0.024285687133669853,
0.026667742058634758,
0.022670840844511986,
-0.003787751542404294,
0.036445215344429016,
-0.1158757358789444,
-0.008253179490566254,
-0.021110018715262413,
-0.06719513982534409,
0.02288992330431938,
-0.08708878606557846,
-0.004699146840721369,
-0.003308818442746997,
0.03433156758546829,
-0.07931865751743317,
-0.025966571643948555,
0.04208454117178917,
0.0005362056544981897,
-0.0021213863510638475,
-0.04130195453763008,
-0.07497183978557587,
-0.06327136605978012,
0.0018083215691149235,
0.050908226519823074,
0.011048005893826485,
-0.052497055381536484,
-0.055713050067424774,
-0.01159578561782837,
-0.03896482661366463,
-0.019505612552165985,
-0.066892609000206,
-0.06897026300430298,
-0.10666075348854065,
-0.032813504338264465,
-0.04658535495400429,
0.06366222351789474,
-0.033876724541187286,
0.06849208474159241,
-0.01047535426914692,
-0.06850294768810272,
-0.028708070516586304,
-0.05375044420361519,
-0.00028213506448082626,
0.02946406975388527,
0.046205781400203705,
-0.019338343292474747,
2.5124347692063543e-33,
-0.011528128758072853,
-0.11874943226575851,
-0.033735599368810654,
0.0634453147649765,
0.07916463166475296,
0.037341177463531494,
0.00012684949615504593,
-0.008337998762726784,
0.09573812037706375,
-0.04645489156246185,
-0.045948222279548645,
-0.034701377153396606,
0.0005645964993163943,
0.031346503645181656,
-0.05106918886303902,
0.03494085371494293,
-0.03916855901479721,
-0.0010806480422616005,
-0.03605179861187935,
0.07331809401512146,
-0.013313868083059788,
0.06760948896408081,
-0.03986608609557152,
0.054776087403297424,
0.07321629673242569,
0.06202161684632301,
-0.04642735421657562,
-0.004675477277487516,
-0.04747111350297928,
-0.04519038647413254,
-0.1128743514418602,
-0.002846361603587866,
-0.021991224959492683,
-0.09747582674026489,
0.03969698026776314,
-0.007315230090171099,
0.09575183689594269,
-0.03705473244190216,
-0.05165949836373329,
0.13043689727783203,
0.06147729977965355,
-0.03762923553586006,
0.015989571809768677,
0.07343404740095139,
-0.027027135714888573,
-0.011806261725723743,
-0.04565805941820145,
0.045501891523599625,
-0.08393430709838867,
0.07387293130159378,
0.011337787844240665,
-0.10225724428892136,
-0.13503417372703552,
-0.044801365584135056,
0.006573176477104425,
0.05841393023729324,
0.007754925172775984,
0.02028074488043785,
0.09289274364709854,
0.0010305162286385894,
-0.0760028138756752,
0.02775903232395649,
-0.00918298028409481,
0.018805798143148422,
-0.00009807957394514233,
-0.06622587889432907,
0.011662806384265423,
-0.016485853120684624,
-0.10501489043235779,
0.03594624623656273,
-0.02887650765478611,
0.01783829927444458,
-0.04818296432495117,
0.018853524699807167,
-0.01491195522248745,
0.022081313654780388,
0.10603729635477066,
-0.04547855257987976,
0.01782504841685295,
0.05351705104112625,
0.035954251885414124,
0.023358197882771492,
-0.026420852169394493,
0.022296171635389328,
0.0029080023523420095,
0.007571560330688953,
-0.04330917447805405,
0.1294991374015808,
-0.006089452654123306,
0.005557547323405743,
-0.14845439791679382,
-0.03360873460769653,
-0.019460614770650864,
-0.021933171898126602,
-0.011315764859318733,
-2.389454500928423e-8,
0.0046869684010744095,
0.024353740736842155,
0.030802996829152107,
0.05336373299360275,
0.07720743119716644,
-0.012084650807082653,
0.026097169145941734,
0.00005374104148359038,
0.03909870237112045,
-0.052811380475759506,
0.06323954463005066,
0.025482460856437683,
-0.055728018283843994,
0.059599943459033966,
0.03370341286063194,
-0.03649289533495903,
-0.04586467519402504,
0.07252533733844757,
-0.047551050782203674,
-0.0900791585445404,
-0.012436065822839737,
0.11460375785827637,
0.06185612827539444,
-0.026590144261717796,
0.013326074928045273,
0.0648493841290474,
0.006562080699950457,
0.033982161432504654,
0.009540408849716187,
0.02045481838285923,
0.06627929955720901,
0.0032672579400241375,
-0.01922367885708809,
0.020184500142931938,
-0.018586130812764168,
0.04889995604753494,
-0.05895678699016571,
-0.0017017618520185351,
-0.01482206117361784,
-0.009486534632742405,
0.06448069959878922,
0.07750044018030167,
0.02471533976495266,
0.02176463045179844,
0.03679771348834038,
0.020268432796001434,
0.014816079288721085,
-0.014023173600435257,
-0.023448582738637924,
-0.015021724626421928,
-0.06689188629388809,
-0.06714297831058502,
0.06656695902347565,
0.04197731241583824,
0.05534590035676956,
0.11213178932666779,
0.002482815645635128,
0.04563996195793152,
0.013491564430296421,
0.02579139731824398,
0.07760480046272278,
0.022892601788043976,
-0.014846475794911385,
0.07367298752069473
] | p | We need specific suggestions so that we keep adding it. | [
"blog",
"blog/fast-embed-models"
] | 15,954 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
0.06254372745752335,
-0.10230697691440582,
0.012788067571818829,
-0.037578191608190536,
-0.018567027524113655,
0.04436253011226654,
-0.05729002133011818,
0.047784142196178436,
0.15525098145008087,
0.005785287357866764,
0.0019834525883197784,
0.02728111855685711,
-0.03172323852777481,
-0.0013207618612796068,
0.06037117540836334,
-0.057724129408597946,
0.08941826224327087,
-0.048338502645492554,
-0.032785579562187195,
0.05739531293511391,
0.03233665972948074,
0.0628114715218544,
0.026058610528707504,
0.029397448524832726,
-0.10931269824504852,
-0.11371918022632599,
-0.034162916243076324,
-0.031187502667307854,
0.03723824769258499,
-0.05375899374485016,
0.013000637292861938,
0.043991051614284515,
0.06224631518125534,
0.02903919108211994,
-0.026274586096405983,
-0.07130363583564758,
0.01020028069615364,
0.0005596124101430178,
-0.033344194293022156,
-0.017555832862854004,
-0.041841525584459305,
0.05225275456905365,
-0.04701228812336922,
-0.006214401684701443,
0.06499628722667694,
-0.07281294465065002,
-0.04397587850689888,
-0.08176660537719727,
0.015569782815873623,
0.01872061751782894,
-0.08700595051050186,
-0.0805027037858963,
-0.01918449066579342,
-0.027462130412459373,
0.0267336368560791,
-0.009904027916491032,
-0.06927837431430817,
-0.08468085527420044,
0.01538835372775793,
-0.006395681761205196,
-0.021612780168652534,
0.0022972198203206062,
-0.06784655898809433,
0.0248896311968565,
0.00943772867321968,
-0.007191821467131376,
0.0007885266677476466,
0.044110435992479324,
-0.03805099055171013,
0.04735267907381058,
-0.02537211775779724,
-0.04152960702776909,
0.07858159393072128,
-0.036469556391239166,
0.01478736661374569,
-0.044508617371320724,
0.07416950911283493,
-0.0889478549361229,
0.024949535727500916,
-0.012562554329633713,
-0.02056598849594593,
-0.029934199526906013,
-0.008906976319849491,
-0.0665859580039978,
0.042689163237810135,
0.017763318493962288,
-0.08657775074243546,
-0.012951460666954517,
-0.0516216941177845,
-0.02935287170112133,
-0.07682669162750244,
-0.030249282717704773,
0.0986177921295166,
-0.020792899653315544,
-0.002120023826137185,
0.05021558701992035,
-0.013099627569317818,
0.016894882544875145,
-0.0037395316176116467,
0.050670646131038666,
-0.09265722334384918,
0.03276432305574417,
0.07542143017053604,
0.06642087548971176,
-0.024915356189012527,
-0.10762769728899002,
0.001895956345833838,
-0.00037240199162624776,
0.008670247159898281,
-0.03953181207180023,
0.04011264815926552,
0.006174426060169935,
0.019772909581661224,
0.026852423325181007,
0.08532692492008209,
0.004977820441126823,
-0.019460592418909073,
0.039714016020298004,
0.04716277867555618,
0.048667628318071365,
-0.06544103473424911,
-0.02261204645037651,
0.01974216289818287,
0.051090676337480545,
0.03895539790391922,
-0.08221238106489182,
-0.09322541207075119,
-1.0416040748956904e-33,
0.0451674684882164,
0.052810873836278915,
0.12030006945133209,
0.032388582825660706,
0.08174094557762146,
0.06580428034067154,
-0.07269316166639328,
0.027458306401968002,
0.06757107377052307,
0.012293826788663864,
-0.029503602534532547,
-0.005379192065447569,
-0.0180655624717474,
0.09686311334371567,
0.07380854338407516,
-0.016573511064052582,
-0.11534052342176437,
0.05378332734107971,
-0.0811082273721695,
0.014967834576964378,
0.10048016905784607,
-0.06307759881019592,
-0.0283075999468565,
-0.005595268681645393,
-0.036376118659973145,
0.0704621896147728,
0.06694009900093079,
0.04116318002343178,
-0.07061665505170822,
0.0465267039835453,
-0.014012771658599377,
-0.0013835836434736848,
-0.006177378352731466,
-0.05664002150297165,
0.09606708586215973,
0.00843267235904932,
0.025274425745010376,
0.0008306080708280206,
0.043397340923547745,
-0.07050509750843048,
-0.03741776570677757,
0.04728684201836586,
-0.10617443174123764,
-0.004450927954167128,
-0.02110862173140049,
0.05837990343570709,
0.09853877872228622,
-0.020509475842118263,
-0.05357867851853371,
0.04209944233298302,
0.05294577032327652,
-0.0007569995941594243,
0.05013794079422951,
-0.03465019538998604,
0.008631118573248386,
-0.040699269622564316,
-0.056589990854263306,
-0.0007367361686192453,
0.07504952698945999,
0.025702251121401787,
-0.0296560637652874,
0.011407902464270592,
0.03186296299099922,
-0.048889197409152985,
0.040560245513916016,
0.10345570743083954,
0.010081467218697071,
0.0005375308683142066,
0.03502855449914932,
-0.011273522861301899,
-0.06674393266439438,
-0.00981036014854908,
-0.10541790723800659,
-0.016728395596146584,
0.012303771451115608,
-0.04692741483449936,
-0.03413677215576172,
0.018058786168694496,
0.04947478324174881,
-0.0020459441002458334,
0.047625601291656494,
0.00156113738194108,
-0.033913712948560715,
0.023658020421862602,
0.04713969677686691,
-0.093304842710495,
0.05128386244177818,
0.032138776034116745,
-0.03073076158761978,
0.027885006740689278,
-0.006727487314492464,
-0.01168281864374876,
0.02424871176481247,
0.010321496985852718,
0.0059265317395329475,
-5.316669687244899e-35,
-0.06907577067613602,
-0.08735330402851105,
-0.0804913118481636,
-0.025712260976433754,
0.017859451472759247,
-0.06026917323470116,
0.044887181371450424,
-0.00755311967805028,
-0.021863596513867378,
-0.03438791632652283,
0.04442467540502548,
-0.011085144244134426,
0.03614457696676254,
0.0036562480963766575,
0.012966163456439972,
-0.059218086302280426,
-0.014510076493024826,
-0.15010134875774384,
-0.007591080851852894,
0.03899785503745079,
0.044295672327280045,
-0.0011667353101074696,
-0.10609517246484756,
-0.0033667979296296835,
0.00411703297868371,
0.11405166983604431,
-0.1341136395931244,
-0.0009046805207617581,
0.01988130807876587,
-0.01730167306959629,
-0.07541096955537796,
0.0032828664407134056,
0.03864755481481552,
-0.038604024797677994,
-0.055145394057035446,
0.035379808396101,
-0.06770011782646179,
0.05031934008002281,
0.010352243669331074,
0.0455603301525116,
0.00045009623863734305,
-0.05633523315191269,
-0.02458053268492222,
0.017028074711561203,
-0.03595247119665146,
-0.03459300845861435,
0.06299904733896255,
0.04117053002119064,
-0.00023257796419784427,
-0.04946337640285492,
-0.09709789603948593,
-0.031107984483242035,
-0.031648389995098114,
-0.1219574362039566,
-0.07511729747056961,
-0.03266577050089836,
0.01876913011074066,
-0.03406538814306259,
-0.0007127128774300218,
0.04467730224132538,
0.03350161015987396,
0.02173015847802162,
0.007137691136449575,
0.010032120160758495,
0.05605926364660263,
-0.020229915156960487,
0.046871040016412735,
-0.034886229783296585,
-0.056144390255212784,
-0.014584420248866081,
-0.04599335417151451,
-0.021882599219679832,
-0.07573036849498749,
-0.0005613422836177051,
-0.02087228000164032,
-0.06407331675291061,
-0.048076920211315155,
-0.04920418933033943,
0.021807663142681122,
0.009575458243489265,
-0.047515854239463806,
-0.08169800043106079,
0.07442794740200043,
0.04417511448264122,
0.08119965344667435,
-0.01839522458612919,
-0.0312667042016983,
0.05153453350067139,
-0.006316709332168102,
0.07273191213607788,
-0.020344940945506096,
0.02753482386469841,
0.06993477791547775,
0.09278131276369095,
-0.04775378853082657,
-3.5595210334804506e-8,
-0.043500788509845734,
0.04888491332530975,
0.1419212818145752,
0.03504759445786476,
0.015147170051932335,
-0.00048378712381236255,
-0.01855676807463169,
0.019092220813035965,
0.02541079744696617,
0.03312073275446892,
0.026941491290926933,
0.048329632729291916,
-0.05745045468211174,
0.07028543949127197,
0.06130676716566086,
0.01522849127650261,
-0.016717955470085144,
0.024908078834414482,
-0.027914103120565414,
0.01713927648961544,
0.049148499965667725,
0.029902903363108635,
0.005228865891695023,
-0.011949666775763035,
0.09713104367256165,
0.0418735109269619,
-0.11479493975639343,
0.0076168011873960495,
-0.0026080713141709566,
0.006231316830962896,
0.07961299270391464,
0.04675469920039177,
-0.027455849573016167,
0.06364606320858002,
0.000568242568988353,
-0.01625188998878002,
-0.03656445071101189,
0.033325329422950745,
0.013368556275963783,
-0.06952333450317383,
0.049758441746234894,
0.008721199817955494,
-0.012982124462723732,
0.0639275312423706,
0.035533033311367035,
0.10640629380941391,
0.04808525741100311,
-0.09509757906198502,
-0.027899133041501045,
0.051320478320121765,
-0.054164204746484756,
-0.060338038951158524,
-0.014427720569074154,
0.06832274794578552,
-0.005702897906303406,
0.044493891298770905,
0.017537232488393784,
-0.05285290256142616,
-0.012286558747291565,
-0.024251258000731468,
0.09863182157278061,
-0.03956054151058197,
-0.04968273267149925,
0.05479627847671509
] | p | We don’t want to have too many models because then that creates confusion for our end users and that is why we take opinated stance and that is actually a good segue. | [
"blog",
"blog/fast-embed-models"
] | 15,955 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
0.033197034150362015,
-0.01878531090915203,
0.04069321230053902,
-0.006889645010232925,
0.042711757123470306,
0.05243609845638275,
0.03633953258395195,
-0.0005356845213100314,
0.17142929136753082,
0.06257772445678711,
-0.013029164634644985,
0.08480006456375122,
-0.05472436174750328,
0.042877908796072006,
0.021608421579003334,
-0.06011694297194481,
0.058144375681877136,
-0.06161061301827431,
-0.0945264995098114,
-0.018303275108337402,
-0.020318862050771713,
-0.0012383778812363744,
0.034433264285326004,
-0.03398023918271065,
-0.03532897308468819,
-0.02615085244178772,
-0.06591980904340744,
0.0067113772965967655,
0.043571289628744125,
-0.057493530213832855,
0.023543480783700943,
0.020485470071434975,
0.11204806715250015,
-0.018369058147072792,
-0.1557893455028534,
0.03168393671512604,
-0.040290042757987976,
-0.08308297395706177,
0.05769027769565582,
-0.004244606476277113,
-0.06297727674245834,
0.018571631982922554,
-0.031004557386040688,
0.013558011502027512,
-0.07061297446489334,
-0.01652272418141365,
-0.008115510456264019,
-0.022735578939318657,
0.01987798884510994,
-0.035754136741161346,
-0.03466857597231865,
0.06571689248085022,
-0.08521378040313721,
-0.0031286447774618864,
0.06721702218055725,
0.03282850235700607,
-0.007798490580171347,
0.007560884114354849,
0.012694860808551311,
-0.0395016185939312,
-0.05375625193119049,
-0.06965143978595734,
-0.017169639468193054,
0.05466322973370552,
0.10166265815496445,
-0.11991911381483078,
0.11797677725553513,
0.07739400118589401,
-0.05408066138625145,
0.06260335445404053,
0.008047902025282383,
0.04100630804896355,
0.04010704904794693,
0.0454477034509182,
0.016600552946329117,
-0.016055921092629433,
0.03449992835521698,
-0.05134153366088867,
0.009936587885022163,
-0.03520055115222931,
0.058806322515010834,
-0.03648502007126808,
0.027499644085764885,
0.057094935327768326,
0.11513394117355347,
0.023176198825240135,
-0.03419686481356621,
-0.06156216189265251,
-0.0037632181774824858,
-0.010815479792654514,
0.018041443079710007,
-0.0689503625035286,
0.012831956148147583,
0.03446841984987259,
-0.05370716750621796,
0.09843958914279938,
-0.03138900548219681,
-0.00747466878965497,
0.004658456891775131,
0.0765344575047493,
0.02449921891093254,
-0.018891289830207825,
0.02161555364727974,
0.05239721015095711,
0.03178338706493378,
-0.15605901181697845,
-0.028497055172920227,
-0.004647527821362019,
0.017834985628724098,
0.0012948887888342142,
0.012773685157299042,
0.020600242540240288,
0.012501165270805359,
0.02404761128127575,
-0.034364186227321625,
-0.0628121942281723,
0.07630079239606857,
0.005376861896365881,
0.06754988431930542,
-0.05102512612938881,
-0.046949706971645355,
0.013379140757024288,
0.02680307626724243,
0.00019008488743565977,
0.004762808792293072,
-0.011850076727569103,
-0.022380147129297256,
-2.818156237942261e-33,
-0.014421417377889156,
-0.06863772869110107,
0.06853527575731277,
-0.07198415696620941,
-0.08633890002965927,
0.028748121112585068,
-0.03297686576843262,
-0.06320728361606598,
0.04797130823135376,
-0.0800693929195404,
-0.06321971863508224,
0.021413477137684822,
0.0260000117123127,
0.030139314010739326,
0.002452715765684843,
-0.033553194254636765,
-0.10008542239665985,
0.12059475481510162,
-0.019641809165477753,
-0.034060295671224594,
0.06446633487939835,
-0.07576362043619156,
0.03430182859301567,
-0.04895181953907013,
-0.01757369190454483,
0.030329693108797073,
0.03316052258014679,
-0.011942137964069843,
-0.021079082041978836,
0.024882115423679352,
-0.03326621651649475,
0.02170402929186821,
-0.05043158680200577,
0.004935534670948982,
-0.011841093190014362,
0.014191413298249245,
-0.03478005528450012,
-0.027715668082237244,
0.00264413352124393,
-0.06343433260917664,
-0.011892472393810749,
0.06038746237754822,
-0.034964434802532196,
0.020354997366666794,
0.07079432159662247,
-0.02471734769642353,
0.004362612497061491,
0.02207270637154579,
-0.04515312239527702,
-0.02397884987294674,
0.05573122575879097,
0.03734013810753822,
0.0850798487663269,
-0.05706699192523956,
-0.009858762845396996,
-0.00659498805180192,
0.010136086493730545,
-0.09114381670951843,
-0.08147749304771423,
0.010872258804738522,
-0.06136142835021019,
-0.053969960659742355,
-0.018330641090869904,
0.05175008252263069,
0.015725068747997284,
0.047150496393442154,
0.0272738728672266,
0.019170710816979408,
-0.0640641376376152,
-0.019053908064961433,
0.010864767245948315,
0.019827207550406456,
-0.06648768484592438,
-0.03791680186986923,
0.0018520900048315525,
0.060630328953266144,
0.10121598839759827,
0.02073899284005165,
0.03551752120256424,
-0.10024514049291611,
-0.040551744401454926,
0.05255868658423424,
-0.029048442840576172,
0.024484332650899887,
0.03855915740132332,
-0.06696120649576187,
0.08541151136159897,
0.02933875471353531,
-0.03331231325864792,
0.021027283743023872,
-0.0013454946456477046,
0.007119595538824797,
0.030171656981110573,
0.07998552918434143,
-0.04966447129845619,
6.470266667568905e-34,
-0.01350252702832222,
-0.09160084277391434,
0.043942734599113464,
0.060899071395397186,
0.01063165906816721,
-0.016563190147280693,
-0.028071975335478783,
-0.2046615332365036,
-0.04118850827217102,
0.03147237375378609,
0.005393731873482466,
-0.05593118816614151,
0.009489539079368114,
-0.05435950681567192,
0.04524598270654678,
0.013621381483972073,
0.04147479310631752,
-0.08411579579114914,
0.023317163810133934,
-0.056135326623916626,
0.033148445188999176,
0.06886152178049088,
-0.07488612085580826,
0.10490523278713226,
-0.02241855300962925,
0.0201165359467268,
-0.07372570037841797,
-0.03981742635369301,
0.04182708263397217,
-0.005394746549427509,
-0.06874158978462219,
-0.017220260575413704,
-0.06797764450311661,
-0.05954049900174141,
-0.00316711887717247,
0.08062003552913666,
-0.03216704726219177,
0.06418992578983307,
-0.005367890000343323,
0.14302513003349304,
0.00805575679987669,
0.04132729396224022,
-0.10489194095134735,
0.013114170171320438,
-0.019191721454262733,
0.031330663710832596,
0.09339263290166855,
0.02748059295117855,
-0.022133711725473404,
0.011711063794791698,
0.03086109086871147,
0.02192421816289425,
-0.03278184309601784,
-0.02123759500682354,
-0.019887765869498253,
0.03538759797811508,
-0.011228651739656925,
-0.0005435622879303992,
0.03470734506845474,
0.0750662311911583,
0.06898847967386246,
0.06061353161931038,
-0.019849786534905434,
-0.00012842654541600496,
-0.06809733062982559,
0.05168355256319046,
0.012415473349392414,
0.033281274139881134,
0.005323614925146103,
-0.06267444044351578,
0.013679279014468193,
-0.022997789084911346,
0.004554152023047209,
-0.011399214155972004,
-0.10928404331207275,
0.05251752957701683,
0.08346255123615265,
-0.0015808999305590987,
0.028510041534900665,
0.03219205513596535,
-0.03501102328300476,
-0.0321461483836174,
-0.009697466157376766,
0.032356154173612595,
-0.07105288654565811,
0.03610910847783089,
0.06003446877002716,
-0.029831739142537117,
0.05954601243138313,
-0.03652269020676613,
-0.07844672352075577,
-0.06646597385406494,
-0.02337971143424511,
-0.044858887791633606,
-0.13538500666618347,
-2.1148368389845018e-8,
-0.041336871683597565,
-0.02575618401169777,
0.022521788254380226,
0.01924712583422661,
0.049300506711006165,
-0.04585616663098335,
0.02293471060693264,
0.04367221146821976,
0.006642527412623167,
-0.011144989170134068,
0.06605084985494614,
0.03368055075407028,
0.016678383573889732,
0.017161082476377487,
0.04661880061030388,
-0.03414326161146164,
-0.018449692055583,
-0.07003512233495712,
-0.0695769339799881,
-0.034935206174850464,
0.030312374234199524,
0.002482952317222953,
-0.05146673694252968,
-0.03680824488401413,
0.07164615392684937,
0.005768532864749432,
0.021570708602666855,
0.07672679424285889,
0.010272892192006111,
0.06551859527826309,
0.004886721260845661,
0.044879090040922165,
-0.06411286443471909,
0.034799519926309586,
0.023104475811123848,
0.027855752035975456,
-0.05172959342598915,
0.018803076818585396,
-0.0006691354792565107,
-0.1197018176317215,
-0.02557666040956974,
0.03259781748056412,
0.04556363821029663,
0.05627508461475372,
-0.01894286274909973,
-0.03583648055791855,
-0.1018713191151619,
0.055721744894981384,
-0.00031404587207362056,
-0.004808550234884024,
-0.046432629227638245,
-0.053244154900312424,
0.033308275043964386,
0.04770529270172119,
0.08737799525260925,
0.046532295644283295,
0.05306636914610863,
-0.06911667436361313,
-0.05375196784734726,
0.011752491816878319,
0.04755760356783867,
0.008490575477480888,
0.011469762772321701,
-0.0014487477019429207
] | p | Why do we prioritize that? | [
"blog",
"blog/fast-embed-models"
] | 15,956 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.088497593998909,
-0.02965041622519493,
-0.015191221609711647,
-0.0007661041454412043,
0.056175000965595245,
0.01730147935450077,
-0.005066255107522011,
0.04082286357879639,
-0.026390140876173973,
0.03820660710334778,
0.05171041935682297,
0.030764449387788773,
-0.08705317229032516,
0.09522224962711334,
0.08218042552471161,
0.004575490485876799,
0.03243193030357361,
-0.07117148488759995,
0.011825368739664555,
0.05338523909449577,
-0.03307916224002838,
-0.06198277696967125,
0.04057352617383003,
-0.052873577922582626,
-0.0449010469019413,
-0.008322139270603657,
-0.02763976715505123,
0.017912732437253,
0.04206182062625885,
-0.10297698527574539,
-0.02476414665579796,
0.03636334836483002,
0.06837203353643417,
-0.031204931437969208,
-0.016502320766448975,
-0.023136401548981667,
-0.010254856199026108,
-0.047244179993867874,
0.0010668266331776977,
-0.001391995931044221,
-0.028097841888666153,
-0.03602609038352966,
0.04795469343662262,
0.024523140862584114,
-0.10626206547021866,
-0.038637351244688034,
0.003223699051886797,
-0.02856115810573101,
0.08034024387598038,
0.021883677691221237,
0.044681474566459656,
-0.008202469907701015,
-0.07044033706188202,
-0.04781738668680191,
0.07252645492553711,
0.09462928771972656,
-0.050586555153131485,
0.014506646431982517,
-0.03605835139751434,
0.047066476196050644,
-0.04567334055900574,
-0.05096377804875374,
-0.05618307739496231,
0.08895888179540634,
0.032109055668115616,
0.06540928781032562,
-0.005072612315416336,
0.018830936402082443,
0.005686616990715265,
-0.03075030818581581,
-0.21007174253463745,
0.06303714215755463,
-0.0009025636245496571,
0.00007553883915534243,
-0.00525342533364892,
0.019109617918729782,
-0.0091916648671031,
-0.037381019443273544,
-0.028992703184485435,
0.007990766316652298,
-0.02534133940935135,
0.03360258415341377,
-0.049025051295757294,
0.06734834611415863,
0.055088333785533905,
0.04762079939246178,
-0.043153513222932816,
0.00019346809131093323,
0.056261129677295685,
-0.0251291636377573,
0.042984701693058014,
-0.00979500263929367,
0.05976547673344612,
0.041072405874729156,
-0.11135395616292953,
0.06713201105594635,
-0.012614746578037739,
-0.012353057973086834,
-0.12785948812961578,
0.016415322199463844,
-0.013838468119502068,
-0.07967056334018707,
0.06197579577565193,
0.02863791026175022,
0.001468114904128015,
-0.08910518884658813,
0.02895897999405861,
-0.07233162224292755,
0.05547349154949188,
0.05752551183104515,
-0.05126953125,
-0.023880142718553543,
-0.008993457071483135,
-0.09532319009304047,
-0.08498375862836838,
0.018116241320967674,
-0.013694340363144875,
0.005756791215389967,
0.033997680991888046,
-0.01931948773562908,
-0.027141043916344643,
0.056109413504600525,
0.018618764355778694,
-0.015564803034067154,
-0.046683695167303085,
0.051021408289670944,
0.0538206472992897,
-4.152286490143893e-33,
0.030045010149478912,
0.05269847810268402,
-0.008955983445048332,
0.033077772706747055,
-0.026758648455142975,
-0.027449484914541245,
-0.05682353302836418,
0.0024699850473552942,
-0.07319934666156769,
-0.014613250270485878,
0.028054388239979744,
0.00206576706841588,
-0.06894464790821075,
0.13747276365756989,
0.03519781306385994,
0.015108558349311352,
-0.08546872437000275,
0.13875696063041687,
0.0047579603269696236,
-0.05380631983280182,
-0.024423614144325256,
0.019361162558197975,
-0.002081354847177863,
-0.033452510833740234,
0.05182100459933281,
0.023876942694187164,
0.07941558212041855,
0.0026912223547697067,
-0.013783333823084831,
0.006750459782779217,
-0.018450027331709862,
-0.05252329632639885,
-0.0016263934085145593,
0.023496881127357483,
-0.008023388683795929,
0.0713660717010498,
-0.14330454170703888,
0.00867750495672226,
0.0010679932311177254,
-0.014486509375274181,
0.033417604863643646,
0.0469546839594841,
0.027373334392905235,
0.07934262603521347,
0.07293850928544998,
0.02821243368089199,
0.0691324919462204,
0.02375386282801628,
0.07900500297546387,
-0.07804037630558014,
-0.011893152259290218,
0.004794359672814608,
-0.01322183944284916,
0.09228300303220749,
-0.044390968978405,
-0.013294520787894726,
0.06799732148647308,
-0.0063713728450238705,
0.0559372752904892,
-0.010316736996173859,
-0.04155246540904045,
0.008140020072460175,
-0.005161226261407137,
-0.039148300886154175,
0.03958269581198692,
0.05603542551398277,
-0.03957545757293701,
-0.030838824808597565,
-0.03297979384660721,
-0.0493331104516983,
-0.01657024212181568,
-0.010292602702975273,
0.011866187676787376,
0.019217636436223984,
-0.0026018195785582066,
0.05143590271472931,
0.076043039560318,
-0.04644324257969856,
0.0684899166226387,
-0.050648756325244904,
-0.025516031309962273,
0.014591076411306858,
-0.0015139818424358964,
0.011712715029716492,
0.03756717965006828,
-0.03897176310420036,
0.08546855300664902,
-0.08129111677408218,
-0.02656206674873829,
0.01894093118607998,
0.06440457701683044,
-0.024465765804052353,
0.054359763860702515,
0.054018761962652206,
-0.014020486734807491,
2.8946638387785065e-33,
0.04525630921125412,
-0.018356703221797943,
-0.006680360063910484,
0.13522346317768097,
0.030076511204242706,
0.059185270220041275,
0.06770217418670654,
0.02449866384267807,
0.10601281374692917,
0.06922578811645508,
0.03689177706837654,
0.01942751742899418,
0.034610994160175323,
-0.02639266848564148,
0.04309850558638573,
0.05454345792531967,
-0.08058379590511322,
-0.08981393277645111,
0.000001281832055610721,
-0.04937579482793808,
-0.06292470544576645,
0.1150306835770607,
-0.09774664044380188,
-0.0031006501521915197,
0.028795644640922546,
-0.025551076978445053,
-0.004755288828164339,
-0.0189383402466774,
-0.077959343791008,
-0.045050401240587234,
-0.03278506174683571,
-0.007342019118368626,
-0.1304943561553955,
-0.05651133507490158,
0.040719158947467804,
0.05008746683597565,
-0.023631000891327858,
0.09498035907745361,
0.02715415507555008,
0.08190762251615524,
-0.05276384949684143,
0.00006911956734256819,
-0.07974427938461304,
0.03196946904063225,
-0.061185043305158615,
-0.052367184311151505,
0.07765316218137741,
-0.020964277908205986,
-0.02643449418246746,
0.010180090554058552,
-0.060119956731796265,
-0.05523883178830147,
0.006517309229820967,
-0.06655941903591156,
0.0208709966391325,
0.11203139275312424,
0.030346626415848732,
0.020441647619009018,
0.03944960609078407,
0.02155897580087185,
-0.026859261095523834,
0.01991572417318821,
-0.03378124535083771,
-0.09109073132276535,
-0.006837484892457724,
-0.02085276134312153,
0.022450998425483704,
0.06224815174937248,
-0.1075645387172699,
0.03690261393785477,
-0.02589774690568447,
0.007301943376660347,
0.031754009425640106,
-0.04803406074643135,
-0.002464819233864546,
-0.03055522032082081,
0.1313437670469284,
-0.03466558828949928,
0.004162733443081379,
-0.002707882784307003,
0.008406024426221848,
0.04194807633757591,
0.021855304017663002,
0.011870289221405983,
0.019086910411715508,
-0.033278562128543854,
0.017326805740594864,
-0.016898395493626595,
0.043380726128816605,
0.03800249844789505,
-0.08887878060340881,
0.039983656257390976,
0.02922612428665161,
0.05250047147274017,
-0.02646075375378132,
-3.227260947369359e-8,
-0.03726102039217949,
-0.05325033515691757,
-0.0003212717710994184,
0.014041232876479626,
0.054065264761447906,
0.008059235289692879,
0.013494388200342655,
0.04537709057331085,
-0.05801808089017868,
-0.0518018864095211,
0.024156320840120316,
0.0058942814357578754,
-0.1051049456000328,
0.06991826742887497,
-0.012530728243291378,
0.039856284856796265,
-0.025731034576892853,
0.08262375742197037,
-0.08524101227521896,
-0.08484190702438354,
-0.08483445644378662,
0.046451814472675323,
0.07158204913139343,
-0.007414102088660002,
0.007510605733841658,
0.005289796274155378,
-0.007653320673853159,
0.05513651669025421,
0.04634327068924904,
0.014294484630227089,
-0.016181236132979393,
0.031946003437042236,
-0.025802740827202797,
0.00044151442125439644,
-0.0380793921649456,
0.046985410153865814,
-0.10799838602542877,
0.01826721988618374,
0.01791677623987198,
0.02458834834396839,
0.0005283360951580107,
-0.021928640082478523,
-0.07482659816741943,
0.010763777419924736,
-0.14925077557563782,
0.001770860981196165,
0.010264525189995766,
-0.031632199883461,
-0.021880103275179863,
-0.004744313657283783,
-0.026816312223672867,
-0.06710909307003021,
0.009886295534670353,
0.06295327842235565,
0.06248096376657486,
0.04964464530348778,
-0.00864378921687603,
-0.024104325100779533,
0.06529996544122696,
-0.015568174421787262,
0.03388775885105133,
0.08013834804296494,
0.021002333611249924,
0.01084118615835905
] | p | We want this package to be easy to use so we’re always going to try and make the best default choice for you. | [
"blog",
"blog/fast-embed-models"
] | 15,957 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(31) | [
-0.01626679114997387,
-0.010961622931063175,
-0.0519220232963562,
-0.05435236543416977,
0.048492856323719025,
-0.09332707524299622,
0.0017832631710916758,
0.02030326798558235,
-0.007075762376189232,
-0.03799743577837944,
0.010124878026545048,
0.0869840607047081,
-0.019830530509352684,
-0.035227879881858826,
0.039753083139657974,
-0.0655832439661026,
-0.058906957507133484,
-0.054755475372076035,
-0.009190800599753857,
-0.010679278522729874,
-0.021533923223614693,
-0.006840159185230732,
0.04167462885379791,
-0.01567915827035904,
-0.001483421539887786,
-0.00678096292540431,
-0.04256809502840042,
-0.07609036564826965,
0.04926589876413345,
-0.044233277440071106,
0.002503727562725544,
0.1248268261551857,
-0.018717380240559578,
0.009644516743719578,
-0.08559370040893555,
0.1562366634607315,
0.026919197291135788,
-0.07024869322776794,
-0.07392485439777374,
-0.07917259633541107,
-0.015897849574685097,
-0.03889894858002663,
-0.006049036048352718,
0.028939176350831985,
-0.10652413964271545,
0.0010448001557961106,
-0.07998520880937576,
-0.04064246267080307,
0.06531360745429993,
-0.0305243618786335,
-0.03255635127425194,
0.032228246331214905,
0.010809156112372875,
-0.021495239809155464,
0.015058465301990509,
-0.001086252392269671,
-0.027003493160009384,
0.026545921340584755,
0.012725758366286755,
-0.011676204390823841,
0.017827171832323074,
0.04953520745038986,
-0.02888398803770542,
0.09993807971477509,
0.04819142818450928,
0.003954618703573942,
0.021904055029153824,
-0.015114511363208294,
-0.07201725244522095,
-0.06614271551370621,
-0.07244807481765747,
-0.06608971208333969,
0.02224639803171158,
0.11088722944259644,
-0.07529860734939575,
0.0052574025467038155,
-0.00223118020221591,
0.011121725663542747,
0.00853804312646389,
0.04051962494850159,
-0.012426024302840233,
0.029223700985312462,
-0.00986378826200962,
-0.004689923487603664,
0.01919533684849739,
0.10477275401353836,
-0.026091430336236954,
-0.02254796400666237,
0.045848969370126724,
-0.058997511863708496,
-0.01151223387569189,
-0.04580588638782501,
0.10407953709363937,
-0.013186655938625336,
-0.08457975834608078,
0.0023619215935468674,
0.04048655182123184,
0.04418404400348663,
-0.02206704393029213,
0.06684327870607376,
-0.07416108250617981,
0.0638122633099556,
-0.03463243320584297,
-0.037713177502155304,
-0.03467578440904617,
-0.04008009284734726,
0.0350966714322567,
0.0024436679668724537,
-0.0014451980823650956,
-0.05568729341030121,
-0.0496397502720356,
-0.09096882492303848,
0.020704323425889015,
0.0003572808054741472,
0.048049602657556534,
-0.007099044509232044,
-0.04387824609875679,
0.07796993106603622,
0.050130173563957214,
-0.0017095156945288181,
-0.0063300952315330505,
0.009228167124092579,
-0.0488867461681366,
0.017396770417690277,
0.06093508377671242,
-0.06001982092857361,
0.05496104061603546,
-3.3567163216111846e-33,
0.10313742607831955,
0.021952837705612183,
0.04150620847940445,
0.008947409689426422,
-0.01425416860729456,
-0.005902458447962999,
-0.04191093519330025,
-0.009099109098315239,
-0.05529150739312172,
0.060241617262363434,
0.10487256199121475,
-0.02497553639113903,
0.07898695766925812,
0.01321542076766491,
0.06285346299409866,
-0.07398230582475662,
-0.03987056016921997,
0.008028308860957623,
0.03479672968387604,
-0.011725892312824726,
0.03966968506574631,
-0.03290797397494316,
-0.023989306762814522,
-0.018588962033391,
0.08771106600761414,
-0.020023152232170105,
0.012250935658812523,
-0.04417271167039871,
0.06454908102750778,
-0.0026451272424310446,
-0.10159560292959213,
0.03279516100883484,
-0.12958350777626038,
0.007211647927761078,
-0.08393159508705139,
-0.025687122717499733,
-0.047729067504405975,
-0.0208431463688612,
0.029326576739549637,
-0.01534529309719801,
-0.047596026211977005,
0.0013944236561655998,
-0.03833647072315216,
-0.08308912068605423,
0.09546783566474915,
-0.0004210765764582902,
-0.00012141617480665445,
-0.0015364834107458591,
-0.04500254616141319,
-0.03715740516781807,
0.0180894173681736,
0.0487455278635025,
0.073541060090065,
-0.01042505819350481,
-0.0054551418870687485,
-0.005220693536102772,
0.02300291135907173,
0.0038914333563297987,
0.031320393085479736,
0.10783939063549042,
-0.007633826229721308,
-0.041244566440582275,
-0.06608730554580688,
-0.032248690724372864,
-0.08537822961807251,
-0.03972623497247696,
0.0018477889243513346,
0.01676245965063572,
-0.003031031461432576,
0.08346227556467056,
-0.05572574958205223,
-0.012707485817372799,
-0.03962565213441849,
0.04580359160900116,
-0.05658906698226929,
0.022934120148420334,
0.04035083204507828,
-0.08009428530931473,
0.02638942003250122,
0.0034187762066721916,
-0.05399005115032196,
-0.0121931666508317,
-0.006592161487787962,
0.023248881101608276,
0.08018597960472107,
0.03190339356660843,
-0.04800697788596153,
-0.07406733930110931,
-0.10371236503124237,
0.03548440709710121,
0.02248988300561905,
0.05461933836340904,
0.0376385934650898,
0.013561218045651913,
-0.02485068142414093,
-5.646091762363898e-34,
-0.05352060869336128,
-0.03802063688635826,
-0.010125036351382732,
0.04942625015974045,
-0.01216595247387886,
0.055703479796648026,
-0.02132478542625904,
-0.09921850264072418,
-0.028622165322303772,
0.064592644572258,
-0.026801710948348045,
0.037838760763406754,
-0.043730538338422775,
-0.04324263706803322,
0.055796705186367035,
-0.038652148097753525,
0.042439643293619156,
-0.018632397055625916,
-0.02763841673731804,
0.01016867533326149,
-0.12718504667282104,
0.14102968573570251,
0.02347632870078087,
0.028974292799830437,
0.018656769767403603,
0.043135371059179306,
-0.021618211641907692,
0.04401048645377159,
-0.021059732884168625,
0.008701358921825886,
0.06600264459848404,
-0.11450504511594772,
-0.1016576811671257,
-0.026875535026192665,
0.14725379645824432,
0.022437304258346558,
0.06206907331943512,
0.0646543875336647,
-0.029089229181408882,
0.020541083067655563,
0.040452610701322556,
-0.017630048096179962,
-0.09544332325458527,
0.002470682142302394,
0.0065628052689135075,
-0.033804379403591156,
-0.02681831829249859,
-0.004988995846360922,
-0.12323258072137833,
-0.048551786690950394,
0.04464561492204666,
-0.07845748960971832,
0.01665187068283558,
-0.08080478757619858,
-0.03080110438168049,
-0.011013389565050602,
0.06839033216238022,
0.05652367323637009,
0.01219791267067194,
0.0023903511464595795,
0.02921358309686184,
-0.03711201250553131,
0.0007780301966704428,
0.07748240232467651,
-0.033193983137607574,
-0.07040135562419891,
-0.05712347477674484,
0.03393043205142021,
-0.0381944365799427,
0.08548284322023392,
0.10404607653617859,
0.03513877093791962,
-0.02615261636674404,
0.029690712690353394,
-0.0014987812610343099,
-0.021205736324191093,
0.07305046170949936,
-0.1647711992263794,
-0.046268269419670105,
0.007198977284133434,
0.03411320596933365,
0.02421708218753338,
-0.001792772440239787,
0.031820230185985565,
-0.013623801060020924,
-0.048156172037124634,
0.027894416823983192,
0.04948639124631882,
0.017346216365695,
-0.035433173179626465,
-0.02256488800048828,
0.03785782307386398,
-0.008392374962568283,
0.030496746301651,
-0.013932743109762669,
-2.9020451819405935e-8,
0.05622762814164162,
-0.06315317004919052,
0.05231258273124695,
0.062082696706056595,
0.02533433400094509,
0.00982203520834446,
0.08414078503847122,
-0.05139535292983055,
-0.0252816341817379,
-0.04812972992658615,
0.05013684555888176,
-0.03687862306833267,
-0.02279815822839737,
0.030780544504523277,
0.15623719990253448,
0.00944464560598135,
0.02659030444920063,
0.05020526051521301,
-0.060359787195920944,
0.010434809140861034,
0.07582178711891174,
-0.03679301217198372,
0.02655079960823059,
0.026644926518201828,
-0.009867141954600811,
0.019858509302139282,
0.09755993634462357,
0.05635413900017738,
0.008916330523788929,
0.002448362996801734,
-0.01593639701604843,
-0.05242972820997238,
-0.01614293083548546,
0.04804551601409912,
0.07418481260538101,
-0.016893619671463966,
-0.04167455434799194,
0.0021506070625036955,
0.06110173463821411,
-0.050907932221889496,
-0.0859551802277565,
0.014897361397743225,
0.01205366849899292,
0.12479780614376068,
-0.09400805085897446,
-0.0037767556495964527,
-0.07263384014368057,
-0.00555675383657217,
0.007674107328057289,
-0.015878964215517044,
0.014076503925025463,
-0.042641013860702515,
0.018375949934124947,
0.0641384869813919,
0.0943121537566185,
-0.0499989315867424,
-0.03341749310493469,
-0.030381718650460243,
0.024998430162668228,
0.000842505891341716,
0.007950641214847565,
0.04205532744526863,
0.038259658962488174,
0.023743461817502975
] | p | So this is a very Linux way of saying that we do one thing and we try to do that one thing really well. | [
"blog",
"blog/fast-embed-models"
] | 15,958 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,959 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.06355641037225723,
-0.000492881634272635,
-0.035280000418424606,
-0.03406015411019325,
-0.04033437743782997,
-0.009597757831215858,
-0.007198781706392765,
0.025421032682061195,
0.09701500833034515,
-0.011060159653425217,
0.019925322383642197,
0.048443809151649475,
0.01845344714820385,
0.044588252902030945,
0.012116357684135437,
-0.0047085885889828205,
0.04653824865818024,
-0.0196614358574152,
0.04074286296963692,
-0.04033004492521286,
-0.09583745896816254,
-0.03502805903553963,
-0.05092586576938629,
-0.043676093220710754,
0.0033427425660192966,
-0.05253533273935318,
-0.037699852138757706,
-0.038741741329431534,
0.03197108209133148,
-0.014355162158608437,
-0.034530989825725555,
0.05086176469922066,
-0.06379928439855576,
0.0569821298122406,
-0.11514534801244736,
0.09216493368148804,
-0.024024005979299545,
0.009870230220258236,
-0.08177081495523453,
-0.013327695429325104,
0.03995813429355621,
0.062339238822460175,
-0.09113359451293945,
0.09799058735370636,
0.06776156276464462,
-0.02855200506746769,
-0.0302168820053339,
0.050042055547237396,
-0.03252563253045082,
-0.06329867243766785,
-0.1259329915046692,
-0.06698936223983765,
-0.04404660686850548,
0.08316586911678314,
-0.012253738939762115,
0.01995958387851715,
-0.024143828079104424,
0.03991968557238579,
-0.022327234968543053,
0.08156754821538925,
-0.043823856860399246,
0.012774430215358734,
-0.0291697196662426,
0.05050063878297806,
0.07244979590177536,
0.05693667754530907,
-0.02046947553753853,
0.07077910751104355,
-0.007846630178391933,
0.01602637767791748,
-0.05257418751716614,
-0.025590643286705017,
-0.07365894317626953,
-0.00339307589456439,
0.03899377956986427,
-0.030095858499407768,
-0.04390960559248924,
0.0011409936705604196,
-0.03766655549407005,
-0.022548601031303406,
0.008198954164981842,
-0.002891190815716982,
-0.010515282861888409,
0.009347637183964252,
0.07527869194746017,
0.08612671494483948,
-0.026099642738699913,
-0.041511885821819305,
0.05330706387758255,
-0.04414001479744911,
0.04824778437614441,
-0.05997918173670769,
-0.03335307165980339,
-0.052466973662376404,
-0.012416448444128036,
-0.04254690930247307,
0.06707983464002609,
-0.01694519631564617,
-0.02040557935833931,
0.020666969940066338,
0.004965226165950298,
0.013241142965853214,
0.0040970235131680965,
-0.0039667775854468346,
0.004667887929826975,
-0.00463315611705184,
0.07216734439134598,
-0.00851766113191843,
-0.022066060453653336,
-0.02645564265549183,
-0.14395737648010254,
0.0504741333425045,
0.018247824162244797,
-0.04010379686951637,
-0.03897692635655403,
0.03960162028670311,
-0.006727050989866257,
0.1055048331618309,
-0.026586752384901047,
0.04439361020922661,
-0.02987005189061165,
0.055340301245450974,
0.015635183081030846,
0.044033218175172806,
-0.021854611113667488,
0.030786732211709023,
-0.006239267531782389,
-6.649636544422328e-34,
0.00029710933449678123,
0.016692835837602615,
0.02724885381758213,
0.017985481768846512,
-0.04020117223262787,
-0.015494734048843384,
0.04132448136806488,
-0.02916751429438591,
0.013085628859698772,
-0.0538344644010067,
0.04962916672229767,
-0.04525677487254143,
0.06573013216257095,
0.07842519879341125,
0.05026647448539734,
0.01381721906363964,
-0.13641944527626038,
0.058181408792734146,
0.06806402653455734,
-0.05683358386158943,
0.02962251752614975,
-0.08230599761009216,
-0.014530304819345474,
0.005446248687803745,
0.04230574890971184,
0.021279575303196907,
0.0606197789311409,
0.10851790755987167,
0.020350219681859016,
0.012755101546645164,
-0.08112737536430359,
0.030942723155021667,
-0.10023431479930878,
-0.007296834606677294,
-0.079666368663311,
0.09385624527931213,
-0.046613167971372604,
-0.07213907688856125,
0.04674558714032173,
-0.06180049851536751,
-0.06889756768941879,
-0.006795881316065788,
-0.0037976366002112627,
-0.03273655101656914,
-0.0678437352180481,
0.002164374338462949,
-0.033889345824718475,
-0.03472195193171501,
-0.05798645690083504,
0.020500069484114647,
-0.03979552909731865,
0.040794264525175095,
0.001192046096548438,
0.03746496140956879,
0.01907714456319809,
0.027044497430324554,
0.08609543740749359,
0.03157689422369003,
-0.055331479758024216,
0.08806551992893219,
0.07508216798305511,
-0.025280311703681946,
-0.04153919219970703,
0.030307820066809654,
-0.07037381827831268,
0.06469833850860596,
-0.042485713958740234,
-0.012240694835782051,
0.03057773970067501,
0.08577661961317062,
-0.026003535836935043,
0.04715799540281296,
0.019160183146595955,
0.04912090674042702,
0.01935799978673458,
-0.04646841436624527,
-0.08857660740613937,
0.0024924937169998884,
0.09910780191421509,
-0.03248094394803047,
-0.03730342909693718,
-0.004627428948879242,
0.01953081227838993,
0.07577996701002121,
0.0234039518982172,
-0.05587613582611084,
0.11704627424478531,
-0.07118023931980133,
-0.11245202273130417,
0.019144298508763313,
0.0362665094435215,
0.025541877374053,
-0.013089790008962154,
0.03726308047771454,
0.021644702181220055,
1.2663513397687153e-33,
-0.1145704910159111,
-0.04713744297623634,
0.006172567140311003,
0.10457602143287659,
-0.06931652128696442,
-0.06941878795623779,
0.0039149620570242405,
-0.05952974781394005,
0.06875535845756531,
0.14652509987354279,
-0.03391328081488609,
0.050390660762786865,
-0.08031798899173737,
-0.009172544814646244,
0.004008630756288767,
-0.0075002447701990604,
-0.02898005023598671,
-0.1046016588807106,
-0.035955000668764114,
-0.05501941964030266,
-0.029884960502386093,
0.044799938797950745,
0.03804114833474159,
-0.03861645609140396,
0.0025597724597901106,
0.050760675221681595,
0.00035924362600781024,
-0.012549965642392635,
0.005296261515468359,
-0.0918775349855423,
-0.008055147714912891,
-0.11042631417512894,
-0.11601671576499939,
-0.05096207186579704,
-0.016831304877996445,
0.02100466378033161,
0.05512400344014168,
0.11435357481241226,
-0.0394928865134716,
0.023794684559106827,
0.007903696969151497,
-0.040416836738586426,
-0.06296195089817047,
0.02273399941623211,
-0.04753651097416878,
0.027203306555747986,
-0.011945873498916626,
-0.028435388579964638,
-0.0037515510339289904,
-0.016842948272824287,
0.0212384220212698,
0.07264428585767746,
0.031209958717226982,
0.013459253124892712,
-0.0741591528058052,
0.08381055295467377,
0.04629401117563248,
0.0699305608868599,
0.06050332635641098,
-0.030316930264234543,
0.08096190541982651,
-0.05957391858100891,
-0.047880083322525024,
0.038119107484817505,
-0.00165071792434901,
-0.027918580919504166,
0.056016288697719574,
0.06180335208773613,
0.02145538106560707,
-0.015928786247968674,
0.055775560438632965,
-0.06499435752630234,
-0.014845605939626694,
-0.01941532827913761,
0.0036767644342035055,
0.006170417182147503,
0.042039766907691956,
-0.016526950523257256,
-0.01529727317392826,
-0.05689607188105583,
0.03297180309891701,
-0.0718604251742363,
0.039663977921009064,
0.07838314771652222,
0.015232888050377369,
-0.0405145063996315,
0.030573202297091484,
-0.0037706918083131313,
-0.03616099804639816,
-0.03258776292204857,
-0.0009911218658089638,
0.051638513803482056,
-0.006689449306577444,
0.06457522511482239,
0.005381825380027294,
-3.337365228617273e-8,
-0.020003562793135643,
-0.0702895000576973,
0.02130093052983284,
0.053990770131349564,
0.021370382979512215,
-0.02344195358455181,
0.004297510255128145,
0.09420888125896454,
-0.07171757519245148,
0.08778254687786102,
-0.012771072797477245,
-0.013275050558149815,
-0.05282259359955788,
0.06629300117492676,
0.08263151347637177,
0.019381506368517876,
-0.0035150416661053896,
-0.026336515322327614,
-0.062258366495370865,
0.02346678264439106,
-0.02459535375237465,
0.11432239413261414,
-0.04686790332198143,
-0.011188730597496033,
0.017018068581819534,
0.03275007754564285,
-0.006806001532822847,
0.1001005694270134,
0.06678418070077896,
-0.016753241419792175,
0.048650629818439484,
0.0012140105245634913,
0.04155021160840988,
0.0522661991417408,
-0.04832763969898224,
0.09382568299770355,
-0.046857357025146484,
-0.02007136680185795,
0.02918422594666481,
0.09158221632242203,
-0.09319119155406952,
-0.06473778188228607,
0.016429612413048744,
0.11487767845392227,
0.030805813148617744,
0.008270004764199257,
-0.07110995799303055,
-0.005618621129542589,
0.037331536412239075,
-0.007876461371779442,
0.0247116070240736,
-0.03554858639836311,
0.0696699395775795,
-0.020957712084054947,
0.0060050091706216335,
0.010665846057236195,
0.0071991002187132835,
-0.08247330039739609,
0.037213172763586044,
0.023546794429421425,
0.023378564044833183,
0.00870863813906908,
0.034997157752513885,
0.07204648852348328
] | p | And here, let’s say for instance, if you were to look at Qdrant client it’s just passing everything as you would. | [
"blog",
"blog/fast-embed-models"
] | 15,960 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.0793408453464508,
0.11311414837837219,
-0.04632303863763809,
-0.006617833394557238,
-0.00930082518607378,
0.011955534107983112,
0.016996821388602257,
0.08056002855300903,
0.10660376399755478,
0.009480428881943226,
-0.016774384304881096,
0.050262145698070526,
0.07556738704442978,
-0.0027114844415336847,
-0.0732932984828949,
0.01607934571802616,
-0.06005682051181793,
-0.05433962494134903,
0.022212931886315346,
0.008766591548919678,
0.002114734146744013,
0.13819020986557007,
-0.0077726030722260475,
-0.016564907506108284,
-0.03372815251350403,
0.053675029426813126,
-0.07732052356004715,
-0.013722174800932407,
-0.013332076370716095,
0.035031430423259735,
0.09161707758903503,
0.07692205905914307,
-0.003945198841392994,
-0.04576326906681061,
0.013520997017621994,
0.05250227451324463,
0.10079488158226013,
-0.05186382681131363,
-0.0003081596805714071,
0.02256758138537407,
-0.052452102303504944,
-0.00995240081101656,
-0.10470377653837204,
0.06530565023422241,
0.020243005827069283,
0.021934088319540024,
-0.07549767196178436,
0.02927921526134014,
-0.056262362748384476,
0.02010233700275421,
-0.11545667052268982,
-0.018296224996447563,
-0.03629595786333084,
0.10082527250051498,
0.051997411996126175,
0.04982423037290573,
-0.05593578517436981,
0.030683448538184166,
-0.08680851012468338,
-0.020108724012970924,
0.01909150928258896,
0.012923931702971458,
0.015463505871593952,
0.054724812507629395,
0.05801905691623688,
0.04295256361365318,
-0.07284016907215118,
-0.02394350990653038,
0.021006163209676743,
-0.11261668801307678,
-0.0038368229288607836,
0.0073790159076452255,
-0.0038684376049786806,
-0.0221500713378191,
0.038802746683359146,
0.008242799900472164,
-0.0023782839998602867,
0.014079160057008266,
-0.011991462670266628,
-0.1292145848274231,
-0.0031168009154498577,
0.09261400252580643,
0.021380942314863205,
-0.02451886050403118,
-0.03755035251379013,
-0.018732473254203796,
0.009177874773740768,
0.019509796053171158,
-0.04119134694337845,
0.05976802855730057,
0.049041301012039185,
-0.12258905917406082,
0.04728277400135994,
-0.01947254315018654,
0.03979961946606636,
-0.0120792705565691,
0.08214721083641052,
0.013724093325436115,
0.07819245755672455,
-0.029614612460136414,
-0.015792762860655785,
0.0021661543287336826,
-0.01648138463497162,
-0.025281352922320366,
-0.039600685238838196,
-0.016866421326994896,
-0.052015434950590134,
-0.044477272778749466,
-0.046482425183057785,
-0.06816700845956802,
-0.07089787721633911,
0.029365433380007744,
-0.11066381633281708,
-0.06828409433364868,
-0.04513263702392578,
0.0361119769513607,
-0.02939087152481079,
0.07775741815567017,
0.00746961822733283,
-0.02892768383026123,
-0.03258046507835388,
-0.004057087004184723,
0.03964957594871521,
-0.02106047049164772,
-0.052427127957344055,
0.03435157239437103,
-0.04164668917655945,
-2.7509722358534555e-34,
0.026472341269254684,
-0.016474202275276184,
-0.034767474979162216,
0.011097302660346031,
0.009261644445359707,
-0.04652657359838486,
0.032651688903570175,
-0.008430933579802513,
-0.0650789812207222,
-0.03637121617794037,
-0.0026853971648961306,
0.03798067942261696,
-0.0308049488812685,
0.01583857089281082,
0.022413693368434906,
0.08495726436376572,
-0.08538849651813507,
0.06939137727022171,
-0.01877528242766857,
-0.056365374475717545,
-0.024820400401949883,
-0.030252797529101372,
0.015152925625443459,
0.003344733500853181,
0.08494511246681213,
0.07560712099075317,
0.02203415334224701,
-0.01682387851178646,
-0.01499989628791809,
-0.00457094656303525,
-0.06567512452602386,
-0.018758870661258698,
0.021528765559196472,
-0.051666710525751114,
-0.09227587282657623,
0.10411110520362854,
-0.03950386494398117,
-0.04798530042171478,
-0.027494274079799652,
-0.0711461529135704,
-0.0072053601033985615,
0.012973804958164692,
0.03518319129943848,
-0.02044813707470894,
-0.028343606740236282,
0.029559142887592316,
-0.031120432540774345,
-0.022457068786025047,
0.07832812517881393,
0.06165214255452156,
0.027529729530215263,
-0.024110235273838043,
0.002867162460461259,
0.036385513842105865,
0.046940878033638,
-0.04665270447731018,
0.02259066142141819,
0.02268103137612343,
-0.11656682938337326,
0.013332144357264042,
0.05681754648685455,
-0.004719179589301348,
-0.0022811663802713156,
0.023625435307621956,
-0.024865245446562767,
0.010699673555791378,
0.022244052961468697,
0.049897823482751846,
0.04395609721541405,
0.10567235946655273,
-0.004338233731687069,
0.016505418345332146,
-0.010786859318614006,
0.046275313943624496,
0.04711226001381874,
-0.05338069796562195,
0.037906888872385025,
-0.08389142900705338,
-0.06816311925649643,
0.04868018254637718,
-0.07731092721223831,
0.0395691953599453,
-0.05083299055695534,
0.03647793084383011,
-0.05706429481506348,
0.007869935594499111,
0.023308701813220978,
0.016180332750082016,
0.0012069563381373882,
-0.020771149545907974,
0.039050087332725525,
0.053380899131298065,
-0.1296413093805313,
0.006909056566655636,
-0.015241259709000587,
-3.5884940528925845e-33,
-0.010833573527634144,
-0.03528512641787529,
-0.043385572731494904,
-0.00013876956654712558,
-0.05254105478525162,
-0.015446152538061142,
0.002746733371168375,
0.056866250932216644,
0.018477875739336014,
-0.008973061107099056,
0.04674249887466431,
-0.0005014037014916539,
-0.10442602634429932,
-0.01894197054207325,
0.02098008431494236,
-0.05399531126022339,
-0.08748320490121841,
-0.07861759513616562,
0.026251450181007385,
0.09380877763032913,
-0.008783746510744095,
0.007325952872633934,
0.028127742931246758,
0.029709581285715103,
0.04206043481826782,
-0.03738577663898468,
-0.0343792699277401,
-0.0662495419383049,
0.01817856915295124,
-0.057850535959005356,
0.10175527632236481,
-0.07994232326745987,
-0.08420444279909134,
0.006374509073793888,
0.013983461074531078,
-0.015182634815573692,
0.043873995542526245,
0.01089168805629015,
-0.04992344602942467,
0.026450959965586662,
0.0202366653829813,
0.08072565495967865,
-0.026986444368958473,
0.05853210389614105,
-0.0946023166179657,
-0.03640541434288025,
-0.04280409589409828,
0.019855324178934097,
0.047364674508571625,
-0.06725596636533737,
0.076779305934906,
-0.0018980071181431413,
0.031443819403648376,
-0.02789408341050148,
-0.009476449340581894,
-0.02979210764169693,
-0.08434613794088364,
0.02422492206096649,
-0.04381879046559334,
0.04136298596858978,
0.09228061139583588,
0.03565392643213272,
-0.11140605062246323,
0.0872916430234909,
-0.04083985835313797,
-0.08447777479887009,
-0.107095867395401,
-0.06168510764837265,
-0.04828377813100815,
-0.010875333100557327,
0.02160109393298626,
-0.06933227181434631,
-0.037907619029283524,
-0.014377092942595482,
0.018400123342871666,
-0.05574405565857887,
-0.02226411923766136,
-0.0492483526468277,
-0.015158478170633316,
-0.043595440685749054,
0.08004128187894821,
0.030697878450155258,
0.08250591903924942,
0.06337767839431763,
-0.01710384711623192,
-0.047882549464702606,
0.06521765887737274,
0.09163261204957962,
-0.057300109416246414,
0.04503777250647545,
0.0369037427008152,
0.0581497959792614,
-0.006792878266423941,
0.07799475640058517,
-0.0016263800207525492,
-3.130766046410827e-8,
-0.07255177199840546,
0.004535095766186714,
-0.04947961866855621,
-0.029355794191360474,
-0.03365865349769592,
0.013245289213955402,
-0.05045166611671448,
0.07186248898506165,
0.02086292952299118,
-0.02363920398056507,
0.009389779530465603,
-0.04683813825249672,
-0.09299983084201813,
-0.028858575969934464,
0.021581603214144707,
-0.00011689775419654325,
0.02035343274474144,
0.02733181230723858,
0.016809778288006783,
0.08297590166330338,
0.0017672221874818206,
0.0063158245757222176,
-0.04568185284733772,
-0.08148112893104553,
0.05065900459885597,
0.02372005395591259,
0.052850380539894104,
0.035055454820394516,
0.044930871576070786,
-0.024336891248822212,
0.007058552000671625,
-0.00203326647169888,
-0.02787330187857151,
0.05013197287917137,
0.0937412679195404,
0.0293433777987957,
0.0013562969397753477,
-0.044589437544345856,
0.0010594349587336183,
0.01637631095945835,
-0.03782141953706741,
-0.056616686284542084,
-0.05424591898918152,
0.039013855159282684,
-0.000672681606374681,
0.04905157908797264,
-0.08652231842279434,
0.039117515087127686,
-0.021329965442419052,
-0.01070560235530138,
-0.04947161674499512,
-0.10472983866930008,
0.10439999401569366,
-0.05395573750138283,
-0.068636454641819,
0.07934495806694031,
0.048320747911930084,
0.01687776669859886,
0.06571540981531143,
-0.11095419526100159,
0.04201958328485489,
0.03472060337662697,
0.12694114446640015,
0.05155952274799347
] | p | So docs is a list of strings, metadata is a list of dictionaries and IDs again is a list of IDs valid IDs as per the Qdrant Client spec. | [
"blog",
"blog/fast-embed-models"
] | 15,961 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.028130851686000824,
-0.002779952948912978,
-0.025050217285752296,
-0.017733557149767876,
0.0433112308382988,
-0.011790048331022263,
-0.11152532696723938,
0.031215181574225426,
-0.022574761882424355,
-0.01661842130124569,
0.03520164266228676,
0.03493297100067139,
0.025366753339767456,
-0.013849100098013878,
-0.00936188269406557,
-0.07125037908554077,
-0.025508100166916847,
-0.04262884333729744,
0.09192391484975815,
-0.04430525749921799,
0.044226035475730896,
-0.006862354930490255,
0.012204719707369804,
-0.09558577835559845,
0.03721421957015991,
-0.03077760338783264,
-0.03605375438928604,
-0.04032714664936066,
0.08400794863700867,
0.023050425574183464,
0.002255668630823493,
0.04714768007397652,
0.09392552822828293,
0.07091023027896881,
-0.0218055322766304,
-0.024759899824857712,
-0.04487680643796921,
0.06218794360756874,
0.017878806218504906,
-0.009074383415281773,
-0.058491792529821396,
-0.02224786765873432,
0.02515903301537037,
0.04754535108804703,
0.007678873836994171,
-0.012783363461494446,
-0.03793611377477646,
0.00876827072352171,
0.0771133303642273,
-0.06472476571798325,
-0.09390199929475784,
-0.05483178794384003,
-0.059193626046180725,
-0.029202278703451157,
0.024614544585347176,
0.022579114884138107,
-0.0027231494896113873,
0.011934839189052582,
0.028765521943569183,
0.059027038514614105,
-0.00783657655119896,
-0.07230516523122787,
-0.07924751192331314,
0.0861215740442276,
0.07733508199453354,
-0.03799084201455116,
0.022064076736569405,
-0.04643760621547699,
0.03315417841076851,
-0.047081392258405685,
-0.032868653535842896,
0.055322129279375076,
-0.0630553811788559,
0.06273959577083588,
-0.005811360664665699,
0.024601034820079803,
0.01230078935623169,
0.019715195521712303,
-0.04867202043533325,
0.047587715089321136,
-0.04921893775463104,
-0.04305441677570343,
-0.011442199349403381,
0.04867714270949364,
0.029719624668359756,
-0.057083528488874435,
-0.016856161877512932,
-0.10320157557725906,
0.044476885348558426,
0.001564499456435442,
-0.017006300389766693,
-0.03622381016612053,
-0.05731852352619171,
-0.02826426550745964,
0.030719362199306488,
0.0423128642141819,
0.0657874345779419,
0.0226494912058115,
0.010839012451469898,
0.020509719848632812,
-0.03903750702738762,
-0.001999522326514125,
0.014906268566846848,
-0.02925289422273636,
-0.05460244417190552,
0.01788819581270218,
0.039820071309804916,
0.035129159688949585,
0.07073080539703369,
-0.06758422404527664,
-0.07618024945259094,
-0.009888670407235622,
0.09015773981809616,
-0.021636972203850746,
0.023380883038043976,
0.024936584755778313,
0.00017697377188596874,
0.04236214607954025,
0.02359022945165634,
0.08376894146203995,
0.015943070873618126,
0.01720570959150791,
-0.010385085828602314,
-0.016154393553733826,
-0.030019966885447502,
0.02237876132130623,
-0.048411983996629715,
-4.275132996644515e-33,
0.011414971202611923,
0.13547123968601227,
0.040760111063718796,
0.11437726020812988,
-0.09207773208618164,
-0.03592153638601303,
0.007805271074175835,
0.04643835499882698,
-0.05445539951324463,
0.03710050880908966,
-0.03420427814126015,
0.023357657715678215,
0.008075455203652382,
-0.0016671032644808292,
0.009951326996088028,
-0.007899297401309013,
-0.0037391080986708403,
0.09320910274982452,
-0.056030742824077606,
-0.021698635071516037,
0.010829274542629719,
0.021023599430918694,
0.06751187890768051,
-0.08658755570650101,
0.09365899860858917,
-0.06468865275382996,
0.07465941458940506,
-0.09481608122587204,
0.11143955588340759,
0.016365930438041687,
-0.05658695101737976,
-0.024176472797989845,
-0.09749393165111542,
0.011916076764464378,
0.052138835191726685,
0.05494614318013191,
-0.04833454266190529,
-0.06397691369056702,
-0.03707033023238182,
0.003903219010680914,
-0.08286843448877335,
-0.04624945670366287,
-0.027584586292505264,
-0.021198095753788948,
-0.00957406498491764,
0.030350439250469208,
-0.06249815598130226,
-0.07349928468465805,
0.03768472746014595,
0.07388360053300858,
-0.030199192464351654,
0.07217510789632797,
-0.008081411942839622,
0.033476538956165314,
0.04472160339355469,
0.11584585160017014,
0.04755660146474838,
0.06958259642124176,
0.003275607479736209,
0.0331881083548069,
-0.007797830738127232,
0.04255855828523636,
-0.00617310730740428,
0.043891556560993195,
-0.012702382169663906,
-0.019181668758392334,
-0.016349725425243378,
0.0017370092682540417,
0.03317417576909065,
0.08059657365083694,
-0.042394187301397324,
-0.003040566574782133,
0.1868606060743332,
-0.07007256150245667,
-0.00561500946059823,
-0.014516683295369148,
0.06096309795975685,
-0.020792702212929726,
-0.02883756160736084,
-0.031389616429805756,
-0.007887979969382286,
-0.021651601418852806,
0.012058064341545105,
0.024558471515774727,
-0.03568490222096443,
-0.040021128952503204,
0.07312662899494171,
-0.097751185297966,
-0.02907589077949524,
-0.03365395590662956,
-0.0726475864648819,
0.039422210305929184,
-0.03047950379550457,
-0.06811107695102692,
0.019990356639027596,
3.7707022894257624e-33,
-0.053419046103954315,
-0.14394710958003998,
0.011657746508717537,
0.025928553193807602,
0.01056660246104002,
-0.0267169252038002,
0.026493512094020844,
-0.008240819908678532,
0.028628412634134293,
0.10700565576553345,
-0.0076870787888765335,
0.037981752306222916,
-0.033046919852495193,
-0.018059141933918,
-0.01876021735370159,
0.09701141715049744,
0.016607971861958504,
0.06437521427869797,
-0.01977228932082653,
0.07391052693128586,
-0.033391695469617844,
0.0969047024846077,
-0.10656857490539551,
-0.004404276609420776,
-0.008458348922431469,
0.04921136051416397,
0.02799133211374283,
-0.030879512429237366,
-0.08729884028434753,
-0.020294493064284325,
-0.03588408976793289,
-0.026988519355654716,
-0.2151608169078827,
-0.009825210087001324,
-0.14847557246685028,
0.05657656490802765,
0.008996919728815556,
0.006121667567640543,
-0.039413921535015106,
0.029020441696047783,
-0.042944181710481644,
0.041404012590646744,
-0.0025903454516083,
-0.03996497020125389,
0.0033030526246875525,
-0.041699569672346115,
0.025524048134684563,
0.0621260367333889,
0.0037465791683644056,
0.06059746816754341,
0.07294601947069168,
-0.03053254447877407,
0.032899968326091766,
-0.03260427713394165,
0.00805975403636694,
0.06679835170507431,
-0.006740082986652851,
0.04622277989983559,
0.03455091640353203,
0.01830119453370571,
-0.06186190992593765,
0.021957993507385254,
-0.0432354137301445,
0.09474395215511322,
0.008550032041966915,
-0.018229473382234573,
-0.0020070087630301714,
0.019314352422952652,
-0.05060960724949837,
-0.03303445130586624,
0.015348312444984913,
-0.037080321460962296,
-0.0276495311409235,
-0.014504464343190193,
0.004105390980839729,
0.007906666025519371,
0.04491305723786354,
0.01338566280901432,
-0.009095028974115849,
-0.08942931145429611,
0.06588529050350189,
0.011325209401547909,
0.032920364290475845,
0.009090629406273365,
-0.048211004585027695,
0.08923424035310745,
-0.06127495691180229,
-0.049684908241033554,
0.010604307055473328,
-0.012512484565377235,
-0.08550147712230682,
-0.039469584822654724,
0.06448757648468018,
0.004568892996758223,
0.00022893330606166273,
-2.11852650977562e-8,
-0.0011149757774546742,
-0.054466474801301956,
0.062006764113903046,
-0.024980047717690468,
0.11535398662090302,
0.0814133808016777,
0.0870141014456749,
0.1210874691605568,
-0.0640837624669075,
-0.015257461927831173,
0.04659368842840195,
-0.01677665300667286,
-0.07105379551649094,
0.10263112187385559,
0.010059758089482784,
-0.0062986393459141254,
-0.03867146000266075,
-0.014223352074623108,
-0.05698218196630478,
0.04510940611362457,
-0.007855185307562351,
0.07779225707054138,
0.03332998976111412,
0.03545447066426277,
0.0055105555802583694,
0.0752389207482338,
-0.08570467680692673,
0.0462583526968956,
0.0030696624889969826,
0.029938336461782455,
-0.015027282759547234,
-0.03665313869714737,
-0.02974356710910797,
-0.010523752309381962,
0.06927726417779922,
0.07141702622175217,
-0.021723084151744843,
-0.022550545632839203,
-0.08192010968923569,
-0.045626141130924225,
0.041472483426332474,
0.05472999066114426,
0.009853996336460114,
0.04117203131318092,
0.032509688287973404,
0.00663998257368803,
0.043535780161619186,
-0.06690502166748047,
0.02393113262951374,
-0.07602528482675552,
-0.000239504937781021,
-0.016547024250030518,
0.0031597204506397247,
-0.014344432391226292,
0.01948719285428524,
0.02435905858874321,
-0.023525599390268326,
-0.03511575236916542,
-0.017070192843675613,
0.05186069384217262,
0.0993308275938034,
0.04787392541766167,
0.0696055069565773,
-0.014129332266747952
] | p | And the search is also very straightforward. | [
"blog",
"blog/fast-embed-models"
] | 15,962 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
0.022776788100600243,
-0.0000638111523585394,
-0.03537147119641304,
0.06815779209136963,
-0.01245804037898779,
0.04155389219522476,
-0.0414748452603817,
0.00641458248719573,
0.009415587410330772,
-0.029130108654499054,
0.0514020211994648,
-0.01847441866993904,
0.060091253370046616,
-0.06522109359502792,
-0.05250672623515129,
0.0008531259372830391,
-0.043397508561611176,
-0.023537298664450645,
-0.03628174215555191,
-0.03560320660471916,
0.09946035593748093,
0.05337828770279884,
0.02238713763654232,
-0.07347910106182098,
-0.03911927714943886,
-0.03582477942109108,
-0.0297368336468935,
-0.07800804823637009,
0.06408851593732834,
0.015075384639203548,
-0.033563755452632904,
0.05872108042240143,
-0.027846820652484894,
0.17092327773571014,
0.024018026888370514,
-0.04951063171029091,
-0.006113124080002308,
0.004182844422757626,
-0.005004964303225279,
-0.04043487831950188,
0.022142548114061356,
0.02572774514555931,
-0.02094508521258831,
0.004753972869366407,
-0.007615898735821247,
0.03081158734858036,
-0.04354843124747276,
-0.046886712312698364,
0.058386579155921936,
-0.02838660404086113,
-0.11221443861722946,
-0.018748408183455467,
-0.052511490881443024,
0.052074022591114044,
0.07367636263370514,
0.027294892817735672,
-0.12982355058193207,
0.014152060262858868,
0.021884115412831306,
-0.014198542572557926,
-0.003982216119766235,
-0.04522516205906868,
-0.033711161464452744,
0.05176562815904617,
0.044784657657146454,
-0.11027860641479492,
0.0022229275200515985,
-0.06854675710201263,
0.05085751414299011,
-0.04989875480532646,
0.0019840809982270002,
-0.03452290594577789,
-0.05796639621257782,
0.004592932760715485,
0.05837205797433853,
0.07215878367424011,
-0.030233226716518402,
-0.04233907163143158,
-0.00866859033703804,
-0.010647175833582878,
0.0001574795023771003,
-0.07408367097377777,
-0.028241636231541634,
-0.010688007809221745,
0.09939069300889969,
-0.020078331232070923,
-0.005386121105402708,
-0.160091370344162,
0.10000327229499817,
0.00960003025829792,
0.0475778691470623,
-0.07440987974405289,
-0.018177073448896408,
-0.04622943326830864,
-0.03989092633128166,
0.022722959518432617,
-0.006238045636564493,
0.03406558185815811,
0.048522453755140305,
0.0011391895823180676,
-0.011538942344486713,
-0.011543810367584229,
0.026926076039671898,
-0.04669034481048584,
-0.09875087440013885,
-0.03519188612699509,
0.0020629402715712786,
0.05246406048536301,
0.016433516517281532,
-0.006735095288604498,
-0.09374116361141205,
0.06239181384444237,
0.06796053797006607,
-0.09641735255718231,
-0.023138385266065598,
0.04835182800889015,
0.0317312516272068,
0.0009055144037120044,
0.04814012721180916,
-0.005571472458541393,
-0.020884927362203598,
0.030743282288312912,
-0.03092171810567379,
-0.0186319500207901,
-0.048106275498867035,
-0.023846447467803955,
-0.058438777923583984,
-1.4433162745665008e-34,
0.08631250262260437,
0.04178048297762871,
0.011873573064804077,
-0.01692139357328415,
-0.11505945026874542,
0.0853252112865448,
0.04433414712548256,
0.08930067718029022,
0.02157691679894924,
0.04218973591923714,
-0.06036289781332016,
-0.01769525744020939,
-0.03860476240515709,
0.026643304154276848,
0.026079708710312843,
0.018180469051003456,
0.006063577253371477,
0.04916458949446678,
-0.029192233458161354,
0.015864349901676178,
0.04495809227228165,
0.01374296098947525,
0.04862959310412407,
-0.01297493651509285,
0.06121949478983879,
0.004310246556997299,
0.011145695112645626,
-0.03170997276902199,
-0.013346820138394833,
0.027306009083986282,
-0.08149934560060501,
0.0019409646047279239,
-0.13022594153881073,
0.020664816722273827,
0.07657278329133987,
0.09959293156862259,
0.01180930994451046,
0.05403871461749077,
-0.05465921014547348,
0.008897761814296246,
-0.1250925362110138,
0.009349851869046688,
0.05728984251618385,
-0.046604909002780914,
-0.06498835235834122,
-0.10869278758764267,
-0.0741804838180542,
-0.038754746317863464,
0.020272187888622284,
0.03869111090898514,
-0.01997031457722187,
0.04919208958745003,
0.053480107337236404,
-0.03518946096301079,
0.12174716591835022,
0.012791386805474758,
0.0020618396811187267,
0.07696916908025742,
-0.05512596294283867,
0.07616002857685089,
0.008560800924897194,
-0.07363681495189667,
0.002933741081506014,
-0.059357382357120514,
0.0277581624686718,
0.04528282955288887,
0.002892129123210907,
0.06713437288999557,
0.09041596949100494,
0.08763483166694641,
0.06574562937021255,
-0.008619622327387333,
0.09452883899211884,
-0.06133555248379707,
0.019758420065045357,
-0.07466381043195724,
0.009258240461349487,
0.002257122192531824,
0.06947788596153259,
0.007847461849451065,
-0.01539942342787981,
-0.0712578222155571,
0.006591049488633871,
0.08654134720563889,
0.013796928338706493,
-0.021264448761940002,
0.04763680696487427,
-0.04581368714570999,
-0.028143292292952538,
-0.08697435259819031,
0.008657746016979218,
0.0828833058476448,
-0.10206151008605957,
-0.01827794685959816,
-0.006250132340937853,
-2.823149999675718e-35,
-0.03539121523499489,
-0.09880394488573074,
-0.01769617386162281,
0.06647112220525742,
0.0011961557902395725,
-0.05387626215815544,
0.030733056366443634,
-0.03755958005785942,
-0.0005714231519959867,
0.054414715617895126,
0.04443696513772011,
-0.017055204138159752,
0.005621020216494799,
-0.046643149107694626,
0.002713484689593315,
0.10185795277357101,
-0.014212473295629025,
-0.00011110751802334562,
-0.06268680095672607,
0.02314036712050438,
-0.09850002825260162,
0.10576654225587845,
-0.09748730808496475,
0.013152098283171654,
-0.0442938469350338,
0.005170352756977081,
0.007682350464165211,
0.04433322325348854,
-0.009713679552078247,
0.08855979889631271,
0.027801671996712685,
-0.05582607164978981,
-0.13444305956363678,
0.020398104563355446,
-0.07799257338047028,
0.017411770299077034,
-0.022298257797956467,
0.025922220200300217,
0.027805164456367493,
0.06273619830608368,
-0.022597085684537888,
0.019287951290607452,
0.014814547263085842,
0.061508286744356155,
0.02092738077044487,
-0.020371800288558006,
0.028599195182323456,
0.03476672247052193,
0.03576960042119026,
-0.010404200293123722,
0.01898989826440811,
0.03133193030953407,
-0.0347098633646965,
0.0039005507715046406,
0.012657294049859047,
-0.036391936242580414,
-0.08285539597272873,
0.02569533698260784,
-0.004366868641227484,
-0.04821095988154411,
0.03796234726905823,
0.11598862707614899,
-0.04456914961338043,
0.0013910102425143123,
-0.01900993287563324,
-0.010299205780029297,
0.01992187090218067,
-0.03877492621541023,
-0.10303648561239243,
-0.05088779330253601,
-0.023627223446965218,
-0.06287099421024323,
0.04474819824099541,
-0.023905090987682343,
-0.025349706411361694,
0.018022743985056877,
0.03476282209157944,
0.02099229022860527,
0.02432682365179062,
-0.0026097509544342756,
0.011166270822286606,
-0.012339779175817966,
0.0462474524974823,
0.0755201056599617,
-0.03866007551550865,
0.02848820947110653,
-0.04442175477743149,
0.11036509275436401,
-0.026902932673692703,
0.012127522379159927,
0.012212704867124557,
-0.06802194565534592,
-0.0290127731859684,
0.05029924586415291,
0.018795913085341454,
-1.8921467059840325e-8,
-0.0390150286257267,
0.0712556466460228,
-0.032231129705905914,
0.021691691130399704,
0.08417916297912598,
0.05154113471508026,
0.04343700036406517,
0.14374634623527527,
-0.06445612013339996,
0.008384868502616882,
0.021458547562360764,
0.03672036901116371,
-0.015214969404041767,
0.005608296487480402,
0.03168661519885063,
-0.05430528149008751,
-0.02089611068367958,
-0.01200932264328003,
-0.057490505278110504,
-0.020246976986527443,
-0.02280122973024845,
0.047691743820905685,
-0.06036172807216644,
-0.010286674834787846,
0.09510160237550735,
0.053502924740314484,
-0.034684814512729645,
0.059443678706884384,
-0.018473783507943153,
0.020943142473697662,
-0.014913196675479412,
0.014352289028465748,
-0.05503751337528229,
-0.004779305309057236,
0.037381138652563095,
0.020854920148849487,
-0.007084966637194157,
-0.012180512771010399,
-0.10849572718143463,
0.014260832220315933,
0.02992953546345234,
-0.03402736037969589,
0.042147260159254074,
0.09580739587545395,
-0.027042001485824585,
0.01635320857167244,
0.08074458688497543,
-0.08169952034950256,
0.045314110815525055,
-0.04685554280877113,
0.029934115707874298,
-0.07645971328020096,
0.030746273696422577,
-0.017513612285256386,
-0.019360579550266266,
-0.0023777815513312817,
0.03312302008271217,
0.001402932801283896,
0.06105978041887283,
-0.04697947949171066,
0.06779434531927109,
-0.0004905254463665187,
-0.01716710813343525,
0.08118368685245514
] | p | The entire search query is basically just two params. | [
"blog",
"blog/fast-embed-models"
] | 15,963 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.06418304145336151,
-0.06541001796722412,
-0.01863769069314003,
-0.0405040867626667,
-0.05546727031469345,
-0.03639225661754608,
-0.050865259021520615,
0.031040692701935768,
0.05250868573784828,
-0.045175839215517044,
0.05655856803059578,
0.030273431912064552,
-0.001859652460552752,
0.08724290877580643,
0.009680514223873615,
-0.03878413140773773,
-0.0027846458833664656,
0.11254222691059113,
-0.005581546109169722,
-0.08122017979621887,
-0.016684621572494507,
-0.013015187345445156,
0.03594529256224632,
-0.0008391544106416404,
0.05757014825940132,
-0.06578721851110458,
0.05195125192403793,
0.013617223128676414,
0.058443158864974976,
-0.062197886407375336,
0.0327225998044014,
0.04379703477025032,
-0.0596744678914547,
0.0252989511936903,
-0.09617843478918076,
0.08129178732633591,
0.007661082781851292,
0.010851418599486351,
0.0017376308096572757,
-0.08564634621143341,
-0.01136551983654499,
0.01091950573027134,
0.031026186421513557,
-0.015119461342692375,
-0.006222670432180166,
-0.07816696912050247,
-0.07002469152212143,
-0.003540649311617017,
-0.07447467744350433,
0.002983848564326763,
-0.030644165351986885,
-0.08065930753946304,
0.029210053384304047,
0.014041307382285595,
-0.0006890959339216352,
0.03897721320390701,
-0.0510416254401207,
0.03857923299074173,
-0.002120556076988578,
0.022163929417729378,
-0.010362762957811356,
0.06333383917808533,
-0.021950678899884224,
0.07035019993782043,
0.02198110893368721,
0.04853101074695587,
0.04317459836602211,
0.05696124956011772,
-0.000617792597040534,
0.012788819149136543,
-0.0216286052018404,
-0.011545736342668533,
-0.041934628039598465,
-0.05968519300222397,
0.0062570334412157536,
-0.01947387494146824,
-0.031927336007356644,
0.023738589137792587,
-0.05719461664557457,
-0.03961862623691559,
0.053660981357097626,
0.15175673365592957,
-0.04592623934149742,
0.008571239188313484,
0.04333997145295143,
0.07458709180355072,
0.001883209915831685,
0.027220841497182846,
-0.0015262446831911802,
-0.01420629769563675,
-0.014253842644393444,
-0.06278151273727417,
-0.004677117802202702,
-0.10612160712480545,
0.002074926160275936,
-0.012978523038327694,
0.018209131434559822,
0.0289810448884964,
-0.04500190168619156,
0.03876718506217003,
-0.013395057059824467,
-0.019905520603060722,
0.014950069598853588,
-0.024525539949536324,
-0.04426165297627449,
-0.037589509040117264,
0.017272042110562325,
-0.00605398416519165,
0.06327345967292786,
-0.021868569776415825,
-0.07749495655298233,
-0.00826660543680191,
-0.00329102436080575,
0.007573504466563463,
-0.1171983927488327,
0.04311903193593025,
0.016344338655471802,
-0.047176506370306015,
0.04694361239671707,
0.07654868066310883,
0.04358185827732086,
0.007398501504212618,
-0.05129445344209671,
0.07308996468782425,
0.03455561771988869,
0.05976206064224243,
0.03080775961279869,
-2.896654464993227e-33,
-0.0026728452648967505,
0.007744856644421816,
0.04812372475862503,
0.03364698216319084,
0.09184802323579788,
-0.07626785337924957,
-0.015403608791530132,
-0.08521225303411484,
-0.027844753116369247,
-0.09596265107393265,
-0.0002686411316972226,
0.07503671944141388,
-0.02647969499230385,
0.0644567608833313,
-0.0005650555831380188,
0.03346320986747742,
-0.07658519595861435,
0.085306316614151,
0.0868677943944931,
-0.010062244720757008,
0.012690901756286621,
0.055688098073005676,
0.033464718610048294,
-0.07587853819131851,
0.05301579460501671,
0.051822956651449203,
0.10017596930265427,
-0.01703907549381256,
0.12049367278814316,
0.02246106043457985,
-0.028541304171085358,
0.021354075521230698,
-0.06793012470006943,
0.033820003271102905,
0.029306253418326378,
-0.009913599118590355,
-0.007053179666399956,
-0.10114046186208725,
0.010369525291025639,
-0.02430143393576145,
0.01875978335738182,
0.012873332016170025,
-0.06759108603000641,
-0.03988673910498619,
0.009746785275638103,
-0.044370248913764954,
0.09700017422437668,
-0.027110610157251358,
-0.007385983131825924,
-0.0062099359929561615,
0.018128514289855957,
0.029060669243335724,
-0.0509018748998642,
-0.035537753254175186,
0.05804275721311569,
0.08086615800857544,
0.004395132418721914,
-0.008593026548624039,
-0.03638368099927902,
0.09823230654001236,
-0.06011504307389259,
0.028781592845916748,
-0.0024508147034794092,
0.05429133400321007,
-0.020354172214865685,
0.05281822383403778,
-0.053573351353406906,
-0.00932671781629324,
-0.010149550624191761,
-0.04218077287077904,
-0.06460854411125183,
-0.06601820141077042,
-0.05803631246089935,
0.024085592478513718,
-0.006959405727684498,
-0.022798174992203712,
-0.05195096135139465,
-0.008780790492892265,
0.06877902150154114,
0.011607419699430466,
-0.042444173246622086,
-0.1648131161928177,
-0.008714362047612667,
0.06392110139131546,
0.01515643484890461,
0.00019693124340847135,
0.03545273467898369,
-0.04679040238261223,
-0.05838555097579956,
-0.05895913764834404,
0.0015081216115504503,
-0.006533060222864151,
0.06371546536684036,
-0.04862270876765251,
-0.03380440175533295,
4.669907529675818e-34,
-0.09297215193510056,
-0.10186713188886642,
0.04199197143316269,
0.035376232117414474,
-0.05641094967722893,
-0.00020997259707655758,
0.01939677819609642,
0.040609847754240036,
0.03476176783442497,
0.06474915891885757,
0.05181196704506874,
0.04856174439191818,
-0.039233725517988205,
0.0328182652592659,
-0.00011823426029877737,
0.006937002297490835,
0.058618899434804916,
0.03755183517932892,
0.0450141541659832,
0.08811649680137634,
0.028402630239725113,
0.021967485547065735,
0.0025536995381116867,
0.026166103780269623,
0.010084995068609715,
0.045979034155607224,
-0.03784753382205963,
0.011910192668437958,
-0.1259431540966034,
0.035775963217020035,
-0.04728775471448898,
-0.05684478580951691,
-0.0715811476111412,
-0.03062482737004757,
-0.04902293533086777,
-0.012224108912050724,
0.07042893767356873,
0.0014799232594668865,
-0.08890196681022644,
0.0035953354090452194,
-0.0004187442536931485,
-0.0046518342569470406,
-0.0170182716101408,
-0.02168930135667324,
-0.08559731394052505,
-0.014161177910864353,
-0.11345954239368439,
0.04119361564517021,
-0.05475902929902077,
0.014248318038880825,
0.0054605077020823956,
0.036392223089933395,
-0.0034164737444370985,
-0.09585662931203842,
-0.10544303059577942,
0.062072109431028366,
0.06375938653945923,
-0.016010094434022903,
0.006043869536370039,
-0.027493519708514214,
0.04041185975074768,
-0.033869922161102295,
0.0007388772792182863,
-0.04592673107981682,
0.04574405401945114,
-0.031850315630435944,
-0.04397881031036377,
0.014596330933272839,
-0.0058508459478616714,
-0.03960878401994705,
0.20177829265594482,
-0.050403594970703125,
-0.05809440463781357,
0.027141699567437172,
0.04223724082112312,
-0.03770696371793747,
0.07938937842845917,
-0.08186639845371246,
-0.015902265906333923,
-0.07288629561662674,
0.01429215632379055,
-0.013930431567132473,
0.057201776653528214,
-0.06680005043745041,
0.11755117774009705,
0.03515486419200897,
-0.11773031204938889,
0.044503893703222275,
0.07544658333063126,
0.01320215966552496,
-0.06854627281427383,
0.10813005268573761,
-0.05734061822295189,
0.06678735464811325,
0.0124964052811265,
-2.3775132973469226e-8,
-0.04253275319933891,
-0.04157320037484169,
0.030552970245480537,
-0.04210978373885155,
-0.06929955631494522,
-0.06671985983848572,
-0.014395867474377155,
-0.02779470942914486,
-0.08516456931829453,
0.011890637688338757,
-0.009185931645333767,
0.04692533612251282,
-0.054308295249938965,
-0.014986840076744556,
0.02483111247420311,
0.051723334938287735,
0.05290664732456207,
0.018403872847557068,
-0.09516146034002304,
0.028024259954690933,
-0.0037789440248161554,
0.13483615219593048,
0.03182174637913704,
0.02344111166894436,
-0.04085037112236023,
0.026541830971837044,
-0.06500554084777832,
0.05768159031867981,
0.027537494897842407,
0.0016017003217712045,
0.03334502503275871,
0.002798834815621376,
-0.016857322305440903,
0.0034598021302372217,
-0.004973387811332941,
0.07307082414627075,
-0.0687180906534195,
-0.02914634346961975,
0.020846517756581306,
-0.010402081534266472,
-0.0020502330735325813,
0.05706338584423065,
0.025837574154138565,
0.07346764206886292,
0.056685544550418854,
-0.021799931302666664,
0.009142303839325905,
-0.04940563440322876,
0.04180806875228882,
0.04223976284265518,
0.0329551063477993,
0.05516856163740158,
-0.06597738713026047,
-0.016806993633508682,
0.08918003737926483,
-0.01959613896906376,
-0.006272847764194012,
-0.002137623494490981,
-0.03134477138519287,
0.02776980586349964,
0.06839579343795776,
0.03809252008795738,
0.10069498419761658,
0.0433373861014843
] | p | You could even see a very familiar integration which is let’s say langchain. | [
"blog",
"blog/fast-embed-models"
] | 15,964 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.11299561709165573,
0.025409329682588577,
-0.010707891546189785,
0.006924113258719444,
-0.02280566655099392,
-0.01690487004816532,
-0.04776459559798241,
0.06469928473234177,
-0.049286648631095886,
0.05401929095387459,
0.01962508074939251,
0.06875945627689362,
-0.024284956976771355,
0.03580266609787941,
0.011743352748453617,
-0.047742683440446854,
-0.03445647656917572,
-0.054085873067379,
0.02936905436217785,
0.029047714546322823,
-0.003423758316785097,
0.07440264523029327,
0.010388186201453209,
-0.009635076858103275,
0.02538570947945118,
0.09632807970046997,
-0.0019523189403116703,
0.06352537870407104,
0.016214247792959213,
-0.003974570892751217,
-0.041391920298337936,
0.03235238417983055,
0.048520527780056,
0.04495847970247269,
-0.02030283957719803,
-0.049137286841869354,
0.038751550018787384,
0.14941580593585968,
-0.020852815359830856,
-0.018819110468029976,
-0.0753244087100029,
-0.0579109750688076,
0.0031545471865683794,
0.04140065982937813,
-0.041714299470186234,
0.014428013935685158,
-0.016631577163934708,
-0.05172822251915932,
0.021409638226032257,
-0.05496350675821304,
-0.01963406428694725,
-0.0921371728181839,
0.022868897765874863,
-0.06370089203119278,
-0.03441305458545685,
-0.03390127792954445,
-0.07853847742080688,
-0.09955820441246033,
0.024198150262236595,
0.03465820848941803,
0.003310815431177616,
0.051592160016298294,
0.05557076260447502,
0.0141456862911582,
0.0035596690140664577,
0.021266542375087738,
0.017791902646422386,
-0.01308486144989729,
0.031745705753564835,
-0.06248527392745018,
0.07582230120897293,
0.021537454798817635,
-0.057783786207437515,
-0.06755689531564713,
-0.05246821790933609,
-0.0545540452003479,
0.0442063994705677,
0.012202461250126362,
-0.039694055914878845,
0.029715148732066154,
0.018932819366455078,
0.16849513351917267,
0.0016003528144210577,
0.01350931916385889,
-0.03376074507832527,
0.08961272239685059,
-0.059850819408893585,
-0.12830331921577454,
-0.021048737689852715,
-0.05238403379917145,
-0.023958247154951096,
0.06596821546554565,
-0.037290334701538086,
0.03838920220732689,
-0.021986480802297592,
0.0003415773971937597,
-0.051261164247989655,
0.044688936322927475,
0.053089968860149384,
0.06138106808066368,
0.02500833570957184,
0.005276806652545929,
0.04966498166322708,
0.011358106508851051,
0.043437547981739044,
-0.046455707401037216,
0.04521558806300163,
0.04076455533504486,
0.05755031853914261,
0.041634898632764816,
-0.06332188844680786,
-0.03604025021195412,
-0.06030172109603882,
0.05469294637441635,
-0.07183187454938889,
-0.07839096337556839,
-0.04911666736006737,
-0.02611238695681095,
-0.057889971882104874,
0.01723041571676731,
0.06292874366044998,
0.042270269244909286,
-0.04044501110911369,
-0.0263969749212265,
0.03760666772723198,
0.0005833375034853816,
-0.13441050052642822,
-1.658501306155319e-33,
0.033962853252887726,
0.054785870015621185,
0.013815708458423615,
-0.0020512170158326626,
-0.01592583954334259,
-0.041859615594148636,
-0.02114466391503811,
0.02056153491139412,
0.03498665243387222,
-0.009195985272526741,
-0.0032464691903442144,
-0.11411304771900177,
-0.04706496372818947,
0.07401077449321747,
-0.06301219016313553,
0.011411551386117935,
-0.038219939917325974,
0.07843531668186188,
-0.057951074093580246,
-0.018967606127262115,
-0.032609496265649796,
-0.020109284669160843,
0.04385789856314659,
-0.08929014950990677,
-0.02883804403245449,
0.1253514587879181,
0.021265216171741486,
-0.002759653842076659,
0.06801802664995193,
0.020195774734020233,
-0.007434930186718702,
-0.040293265134096146,
-0.0801197960972786,
-0.03304881602525711,
0.0034948016982525587,
0.05764780566096306,
0.10644523054361343,
-0.06022624671459198,
-0.04230645298957825,
0.0034247166477143764,
0.04042376950383186,
0.0013176285428926349,
-0.014326364733278751,
-0.015640130266547203,
-0.12560640275478363,
0.03614521399140358,
0.026643354445695877,
0.06341923028230667,
-0.04399240389466286,
0.01664983108639717,
0.07938054949045181,
0.050488051027059555,
0.06608416140079498,
-0.0010463917860761285,
-0.0014845728874206543,
0.04861035197973251,
-0.057733189314603806,
-0.01200119499117136,
-0.07251453399658203,
0.06002924218773842,
0.04128983989357948,
0.05151445418596268,
-0.004976694006472826,
-0.027541935443878174,
-0.1403416246175766,
-0.004794815555214882,
-0.01587398536503315,
0.013140070252120495,
-0.041956763714551926,
0.052851174026727676,
-0.03801879659295082,
0.015616205520927906,
-0.1095435842871666,
-0.03864636644721031,
0.05036890134215355,
-0.034117139875888824,
-0.015428557991981506,
0.06695592403411865,
0.05303708463907242,
-0.04803822934627533,
0.009303659200668335,
-0.07499872148036957,
-0.0035566561855375767,
-0.05955755338072777,
0.004613947588950396,
-0.01655888371169567,
0.07231160253286362,
-0.0184435173869133,
-0.037537671625614166,
-0.0235606599599123,
-0.05736635997891426,
-0.03179476037621498,
0.032369647175073624,
-0.03149114549160004,
-0.04851122945547104,
-6.393975247490616e-34,
-0.10338003188371658,
-0.08370652794837952,
0.036382004618644714,
0.028051290661096573,
0.008693662472069263,
0.016058214008808136,
0.04516969248652458,
0.05547969788312912,
0.04741073027253151,
0.07618780434131622,
0.05097860097885132,
-0.005030981730669737,
0.03217955306172371,
-0.03307398781180382,
0.017555342987179756,
0.023730063810944557,
0.018122795969247818,
-0.052569542080163956,
0.07601258903741837,
0.0001362719340249896,
0.008891434408724308,
0.01181759499013424,
-0.025183290243148804,
0.003060354385524988,
-0.02610214240849018,
0.07799401879310608,
0.04956093430519104,
-0.05190358683466911,
-0.059976931661367416,
0.01941712573170662,
-0.06209291145205498,
-0.04674237594008446,
0.013044350780546665,
0.038800857961177826,
-0.05912359058856964,
0.06286924332380295,
-0.009263541549444199,
-0.0007172098848968744,
0.04155854880809784,
-0.07187490165233612,
-0.05928543582558632,
0.026888778433203697,
0.051193710416555405,
0.0024947973433882,
-0.0851675420999527,
-0.037209171801805496,
0.023857180029153824,
0.04014905169606209,
-0.020065464079380035,
0.05261923372745514,
-0.05877145379781723,
-0.024362562224268913,
-0.03979535400867462,
0.007936099544167519,
-0.0633966401219368,
0.053227826952934265,
-0.0198277048766613,
-0.030126210302114487,
0.03046552464365959,
0.06488994508981705,
-0.004106075502932072,
-0.0012581039918586612,
-0.06383039802312851,
-0.10752621293067932,
0.07288926839828491,
-0.032883502542972565,
-0.0345454104244709,
-0.057674769312143326,
-0.13610726594924927,
0.012961311265826225,
0.10602450370788574,
-0.0922580435872078,
-0.09738442301750183,
0.04317706450819969,
0.06386515498161316,
-0.01916404254734516,
0.07300609350204468,
0.0658828616142273,
-0.026243457570672035,
0.031298037618398666,
0.004522059578448534,
-0.0934610590338707,
-0.010938812047243118,
0.027980413287878036,
0.06351576745510101,
0.022947756573557854,
-0.0786934420466423,
0.008306819945573807,
0.017729025334119797,
0.07549210637807846,
-0.08912520110607147,
-0.005140430759638548,
-0.010967787355184555,
0.053381435573101044,
0.0479598343372345,
-2.9674177781657818e-8,
0.004233913961797953,
0.01345571968704462,
0.039115533232688904,
0.03401698172092438,
0.061395179480314255,
0.00881974771618843,
0.12575748562812805,
0.04314301162958145,
-0.033402375876903534,
-0.03100830502808094,
-0.04318751022219658,
0.10812904685735703,
0.007409040350466967,
-0.03269868344068527,
0.0032727085053920746,
0.017951758578419685,
-0.07692977041006088,
-0.03356609866023064,
-0.07637333124876022,
0.05312732234597206,
0.025326984003186226,
0.056563131511211395,
-0.007011799607425928,
-0.040417786687612534,
-0.022627169266343117,
0.009322013705968857,
-0.14650392532348633,
-0.003291166154667735,
0.006996788550168276,
0.016901494935154915,
0.026000767946243286,
0.08600930124521255,
-0.002812999999150634,
-0.0093870609998703,
0.014288256876170635,
0.02575576677918434,
-0.011042581871151924,
0.01630125381052494,
-0.012191345915198326,
0.03140160068869591,
-0.04272448644042015,
-0.030618567019701004,
0.06260724365711212,
0.08541863411664963,
0.08553508669137955,
0.047549568116664886,
-0.06354472786188126,
0.015578463673591614,
-0.06435545533895493,
-0.019874516874551773,
-0.013218752108514309,
-0.0009512433898635209,
0.03451472148299217,
0.08501486480236053,
0.007258854806423187,
-0.0010878890752792358,
0.006751907989382744,
-0.04642389342188835,
-0.056271374225616455,
0.02993076667189598,
0.027311453595757484,
-0.02655520662665367,
0.030604666098952293,
0.10500585287809372
] | p | I think most people here would have looked at this in some shape or form earlier. | [
"blog",
"blog/fast-embed-models"
] | 15,965 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.032796893268823624,
0.01465111505240202,
-0.05597974732518196,
0.01599438302218914,
-0.014328491874039173,
-0.004945593886077404,
-0.027164340019226074,
0.03247394040226936,
-0.07844758778810501,
-0.03154875710606575,
-0.020206855610013008,
-0.002025974215939641,
-0.03947959095239639,
-0.01474650390446186,
-0.05352066829800606,
-0.021265186369419098,
0.007339732255786657,
-0.0303502194583416,
0.06436298787593842,
-0.0035813094582408667,
0.06689689308404922,
-0.010416069068014622,
-0.019148267805576324,
-0.036814115941524506,
-0.0008373765740543604,
0.05812907963991165,
0.02723388373851776,
0.07056864351034164,
0.13919658958911896,
-0.009071233682334423,
0.036105211824178696,
0.06950643658638,
0.005316922906786203,
0.01926993951201439,
-0.0796135738492012,
0.06500823050737381,
-0.04148523136973381,
0.06492137163877487,
0.011606060899794102,
0.00971912406384945,
-0.026705842465162277,
-0.01625220477581024,
0.00942289736121893,
-0.0058902655728161335,
0.010797561146318913,
0.025628725066781044,
-0.08368782699108124,
0.05863148346543312,
-0.008337081409990788,
-0.055484339594841,
-0.07609068602323532,
-0.07326371222734451,
-0.07919884473085403,
-0.03330332413315773,
0.023966602981090546,
0.02039046585559845,
-0.031521864235401154,
0.004039904102683067,
0.0017506395233795047,
0.015505350194871426,
-0.04963727295398712,
-0.06063345447182655,
-0.03975530341267586,
0.048713479191064835,
0.049741510301828384,
-0.01393080409616232,
0.013451584614813328,
-0.05032021552324295,
0.003305359510704875,
-0.03998877853155136,
-0.08979567140340805,
0.03058364987373352,
-0.03470690920948982,
-0.018226586282253265,
-0.03656073659658432,
-0.03526923432946205,
-0.019668372347950935,
0.019455648958683014,
-0.0881572961807251,
0.024507131427526474,
-0.04434087127447128,
0.08459313958883286,
-0.07292839139699936,
0.004885504487901926,
-0.027749357745051384,
-0.006138410419225693,
-0.04212002456188202,
-0.021503206342458725,
0.0523013100028038,
0.0021205246448516846,
-0.0444246344268322,
-0.025147518143057823,
0.027491293847560883,
-0.04886483773589134,
0.09172870218753815,
0.04845373332500458,
0.05230468511581421,
-0.004112639464437962,
-0.04070296883583069,
0.04166301339864731,
-0.0431659035384655,
0.0058162398636341095,
-0.04611336067318916,
-0.014837951399385929,
-0.00531873619183898,
-0.05618321895599365,
-0.06086188182234764,
-0.014947091229259968,
0.03504624590277672,
-0.036659251898527145,
-0.10182059556245804,
-0.02371525950729847,
0.039336998015642166,
0.039394620805978775,
-0.02174498327076435,
0.07627201825380325,
-0.018345393240451813,
-0.029826071113348007,
0.007189433090388775,
0.07969390600919724,
0.06877410411834717,
0.01883895881474018,
-0.0330483578145504,
0.017815884202718735,
-0.011448283679783344,
-0.020601555705070496,
0.008429997600615025,
-5.7546127579833384e-33,
0.010767058469355106,
0.03460926562547684,
0.0369277149438858,
0.15670804679393768,
0.027160894125699997,
-0.020861998200416565,
-0.08611562103033066,
-0.02662297524511814,
-0.044098272919654846,
0.046794962137937546,
0.025957688689231873,
0.01393404882401228,
0.020409757271409035,
0.018409118056297302,
-0.10393625497817993,
-0.007779412902891636,
-0.040990620851516724,
0.08728735148906708,
0.010125591419637203,
0.012584414333105087,
-0.00533473351970315,
0.12712369859218597,
0.03537296876311302,
-0.14376778900623322,
0.07179972529411316,
-0.05046141892671585,
0.07144425064325333,
0.002388485474511981,
0.10771811008453369,
0.028823141008615494,
0.037295687943696976,
-0.011130256578326225,
-0.07470288127660751,
-0.005470516160130501,
0.024167831987142563,
0.05534900724887848,
0.027678783982992172,
-0.12988246977329254,
-0.020616240799427032,
-0.0005630693631246686,
-0.04404935613274574,
-0.057063668966293335,
-0.07016529887914658,
-0.01698695868253708,
-0.012392962351441383,
0.014194986782968044,
-0.00975794903934002,
-0.09553229063749313,
-0.0032276506535708904,
-0.0008092517964541912,
-0.06472168862819672,
-0.0015396263916045427,
0.06077957525849342,
0.008854559622704983,
-0.021295027807354927,
0.06744744628667831,
0.000007149091288738418,
0.06315106898546219,
-0.03324192017316818,
0.029616905376315117,
-0.006819234695285559,
0.030772803351283073,
-0.0610855370759964,
0.1013711616396904,
-0.048041798174381256,
0.04180976003408432,
-0.03764093294739723,
0.006832834333181381,
0.027333449572324753,
-0.008845987729728222,
-0.0704733207821846,
0.037992145866155624,
0.10280643403530121,
-0.04218599572777748,
0.04647502303123474,
0.02878429926931858,
0.08811932802200317,
-0.03718678280711174,
0.0056475079618394375,
0.021824894472956657,
-0.10629420727491379,
-0.01810838095843792,
0.03349776938557625,
-0.01959317922592163,
-0.09009124338626862,
0.0028821018058806658,
0.09486670792102814,
-0.050822664052248,
-0.13050460815429688,
0.000009243674867320806,
0.016863388940691948,
-0.022478612139821053,
0.031253278255462646,
-0.07738317549228668,
0.05566916987299919,
2.3369169322392783e-33,
0.02149381674826145,
-0.027749592438340187,
0.02397729456424713,
0.07747844606637955,
0.030358409509062767,
0.012663342989981174,
-0.03788421303033829,
0.005619709845632315,
0.036537107080221176,
0.04505208507180214,
-0.07692164182662964,
-0.02215202897787094,
-0.0377788320183754,
0.004018588922917843,
0.03487594425678253,
0.033709246665239334,
-0.011091218329966068,
0.07254831492900848,
0.05080655589699745,
0.07769959419965744,
-0.0015379784163087606,
0.044903650879859924,
-0.059773996472358704,
-0.06485389173030853,
0.01005091518163681,
0.049348555505275726,
0.06976451724767685,
-0.005519324913620949,
-0.1592147797346115,
-0.029613519087433815,
-0.07990782707929611,
-0.061306826770305634,
-0.037248026579618454,
-0.026946477591991425,
-0.0925557017326355,
0.06651853024959564,
0.03538136184215546,
-0.05901087820529938,
-0.025655472651124,
-0.08041942864656448,
-0.006775288842618465,
-0.0028487832751125097,
-0.017622854560613632,
-0.06010635569691658,
-0.04416042938828468,
-0.08788450807332993,
0.0033817265648394823,
0.0783892497420311,
-0.008951159194111824,
0.0668877363204956,
0.03980574756860733,
-0.007604237180203199,
-0.013751273043453693,
-0.04224596545100212,
-0.04105677455663681,
0.05615190044045448,
0.058435987681150436,
-0.03854023292660713,
0.019011376425623894,
0.01868101954460144,
-0.040207527577877045,
-0.02737276814877987,
-0.03794874995946884,
0.08765450865030289,
0.003647040342912078,
-0.019500216469168663,
-0.03128866106271744,
-0.012488779611885548,
0.002877773717045784,
-0.007667385041713715,
-0.010740308091044426,
-0.034132882952690125,
-0.09791036695241928,
-0.07728298008441925,
0.08068697899580002,
-0.053532492369413376,
0.03454897552728653,
-0.047850966453552246,
-0.035048406571149826,
-0.08773671835660934,
0.0633581280708313,
-0.03797627240419388,
0.011258679442107677,
0.022967657074332237,
0.02626931108534336,
0.06415901333093643,
-0.04688224568963051,
-0.00511710112914443,
0.04775230959057808,
0.022007688879966736,
-0.12477710843086243,
0.009657722897827625,
0.10931913554668427,
-0.0006146338419057429,
-0.004114882089197636,
-2.522221365097721e-8,
0.0024116600397974253,
-0.07856346666812897,
0.03835771232843399,
-0.029829517006874084,
0.07867210358381271,
-0.03588764742016792,
0.060736626386642456,
0.014107138849794865,
-0.08224659413099289,
-0.023660775274038315,
0.05376927927136421,
0.09285058826208115,
0.013188354671001434,
0.024426337331533432,
0.0035359752364456654,
0.08677737414836884,
-0.015304410830140114,
0.04035888612270355,
-0.053211845457553864,
0.06411129981279373,
0.0028404740151017904,
0.03144104406237602,
0.07416766881942749,
0.03939322754740715,
0.0011605562176555395,
0.04883476719260216,
-0.03750041499733925,
0.07114023715257645,
0.05267534777522087,
0.04856535419821739,
-0.03240533173084259,
0.02298877201974392,
-0.005203136242926121,
-0.028118254616856575,
-0.000731018662918359,
0.10985089093446732,
0.05832479149103165,
-0.04467123746871948,
0.016148069873452187,
-0.08594802021980286,
0.008649053983390331,
-0.018954472616314888,
-0.05086588114500046,
0.07045108079910278,
0.07752037793397903,
0.026799246668815613,
0.02796703390777111,
0.020752806216478348,
0.007951810024678707,
-0.062231142073869705,
0.02426646463572979,
0.10368859022855759,
0.039591021835803986,
-0.005667518824338913,
0.06350191682577133,
0.015860365703701973,
-0.05164474993944168,
-0.014320997521281242,
0.021349206566810608,
0.13000458478927612,
0.07041692733764648,
0.1298576295375824,
0.07119195908308029,
0.02841755375266075
] | p | This is also very familiar and very straightforward. | [
"blog",
"blog/fast-embed-models"
] | 15,966 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(32) | [
-0.08914270251989365,
0.07407011836767197,
0.015296000055968761,
0.04996299371123314,
0.0739763155579567,
-0.025836754590272903,
0.08101154863834381,
-0.07584727555513382,
0.04843468964099884,
-0.038381949067115784,
-0.0055861445143818855,
0.020121200010180473,
-0.01059792935848236,
-0.07009405642747879,
0.0282971803098917,
-0.02157452516257763,
0.0012153746793046594,
-0.06804361194372177,
-0.07909107953310013,
0.005521813407540321,
0.04769670590758324,
0.04516138508915901,
0.011905672959983349,
0.059673335403203964,
-0.011065220460295677,
-0.022194478660821915,
-0.030216798186302185,
0.042922280728816986,
-0.02112562581896782,
-0.006882901769131422,
0.02165895327925682,
-0.030997661873698235,
0.039750318974256516,
0.03538097068667412,
-0.011573907919228077,
0.08875814825296402,
0.1206963062286377,
-0.0017747293459251523,
-0.0002847778087016195,
-0.02087313123047352,
0.04266836866736412,
-0.12174042314291,
-0.07757943123579025,
0.05024541914463043,
-0.014055836945772171,
-0.01876753382384777,
-0.037813689559698105,
-0.06388628482818604,
0.06261410564184189,
-0.021936554461717606,
0.02826826088130474,
0.05149297043681145,
-0.01918279193341732,
-0.007079412695020437,
0.02621316723525524,
0.03350350633263588,
0.06494233757257462,
0.008212773129343987,
0.05764665827155113,
-0.014351906254887581,
0.0012093704426661134,
-0.007257669698446989,
-0.014780867844820023,
0.09861613810062408,
0.008088846690952778,
-0.12220494449138641,
-0.02934865653514862,
0.08186999708414078,
-0.06730487197637558,
0.037964560091495514,
0.01612147130072117,
-0.03388027474284172,
-0.03782876208424568,
0.01198964286595583,
-0.019620381295681,
-0.03673655539751053,
-0.005653394386172295,
-0.022151632234454155,
0.029856912791728973,
-0.0030245878733694553,
0.06245781481266022,
-0.007888611406087875,
0.01528929267078638,
0.021564451977610588,
-0.01821688376367092,
0.0032939498778432608,
-0.03497238829731941,
-0.05498088523745537,
0.08476188778877258,
-0.034453459084033966,
-0.0881548821926117,
-0.06877809762954712,
0.03389117866754532,
0.06354673206806183,
-0.054634153842926025,
-0.00864455010741949,
-0.03383951634168625,
-0.011793318204581738,
-0.08343787491321564,
0.10678301751613617,
-0.027589645236730576,
0.04271606355905533,
0.027125651016831398,
-0.02793661318719387,
-0.05970192328095436,
0.00871625542640686,
0.0839977115392685,
0.0022598793730139732,
-0.03349163010716438,
-0.05279573053121567,
-0.011898058466613293,
-0.0799805298447609,
-0.05625962093472481,
0.05433862656354904,
0.08934952318668365,
-0.03988051414489746,
0.08168824017047882,
0.0013263035798445344,
-0.0141440499573946,
0.08230539411306381,
-0.034480106085538864,
0.04217309132218361,
-0.04672345891594887,
0.042504094541072845,
0.07207667827606201,
-0.030207976698875427,
0.026902109384536743,
-5.152444470939513e-33,
0.03110295720398426,
0.02029215171933174,
0.08600760251283646,
0.07778716087341309,
0.0409356914460659,
0.07024933397769928,
-0.05712715908885002,
-0.009906169027090073,
-0.031811829656362534,
0.1310899406671524,
0.07056616991758347,
-0.09817876666784286,
-0.007661736570298672,
0.06267064809799194,
0.012582489289343357,
-0.1052253469824791,
-0.0047472701407969,
0.019961504265666008,
0.01904865726828575,
0.0020379109773784876,
-0.08423632383346558,
-0.03498755395412445,
-0.019788535311818123,
-0.005319094285368919,
0.06521188467741013,
-0.03541446104645729,
-0.019458996132016182,
-0.011229190975427628,
-0.05705113336443901,
0.024696245789527893,
-0.052946582436561584,
0.0059127202257514,
-0.018167059868574142,
0.0019793971441686153,
-0.07414489984512329,
0.017752058804035187,
-0.053672295063734055,
-0.037188418209552765,
-0.007567452732473612,
0.04623391851782799,
-0.019324271008372307,
0.022217152640223503,
-0.015126906335353851,
-0.049173612147569656,
0.004891582764685154,
0.06554315984249115,
-0.01711449585855007,
0.06451527029275894,
-0.11520534008741379,
0.037075337022542953,
-0.000892012205440551,
0.032737113535404205,
0.04786638915538788,
-0.025149596855044365,
0.04763537272810936,
0.07580640912055969,
-0.01376225333660841,
-0.055387843400239944,
0.013749592937529087,
-0.04116090014576912,
0.04497024044394493,
0.06492563337087631,
-0.11438494175672531,
-0.040061332285404205,
0.04692571610212326,
-0.014142635278403759,
0.0005623368779197335,
0.027897348627448082,
-0.00784078799188137,
0.02984548732638359,
-0.06952109187841415,
-0.0023760106414556503,
-0.044980842620134354,
0.09715460240840912,
-0.00400546845048666,
0.018404250964522362,
0.012783940881490707,
-0.016502613201737404,
0.11915025115013123,
-0.028698286041617393,
-0.00904324185103178,
0.012795060873031616,
0.052134495228528976,
0.004227780271321535,
0.045745886862277985,
0.0330464243888855,
0.036143284291028976,
-0.026258016005158424,
-0.02535131387412548,
0.1045568436384201,
-0.06829128414392471,
-0.00440217973664403,
0.0017841006629168987,
-0.0057705058716237545,
-0.024192355573177338,
1.2880502308009255e-33,
-0.014897272922098637,
-0.00541423074901104,
0.022425314411520958,
-0.014263736084103584,
0.012046846561133862,
0.022519052028656006,
0.0005757173057645559,
-0.07210617512464523,
0.034758251160383224,
0.15286841988563538,
-0.061680469661951065,
0.02086656168103218,
-0.11511128395795822,
0.05225500464439392,
0.09191002696752548,
-0.044634539633989334,
0.007053660694509745,
-0.007809921633452177,
0.049205951392650604,
-0.008298788219690323,
0.006293351296335459,
-0.010364793241024017,
-0.017773913219571114,
0.0718434676527977,
-0.06869345158338547,
-0.03801169618964195,
0.019598929211497307,
0.09013195335865021,
-0.05725635960698128,
0.016362348571419716,
-0.06698565930128098,
-0.040888842195272446,
-0.0885368213057518,
0.011196734383702278,
-0.04123148322105408,
0.009056352078914642,
0.011621922254562378,
-0.0035267791245132685,
-0.017324991524219513,
-0.034263283014297485,
-0.033496368676424026,
-0.023678569123148918,
-0.10496874153614044,
-0.0477113239467144,
-0.017900848761200905,
-0.027492960914969444,
-0.047247420996427536,
0.031247427687048912,
-0.15890340507030487,
0.003108944045379758,
-0.09296499937772751,
-0.04106999188661575,
-0.06013105437159538,
0.10202804207801819,
-0.10329750180244446,
0.04434104636311531,
-0.037745654582977295,
0.04476847127079964,
0.018576141446828842,
-0.02186114899814129,
0.061818137764930725,
0.02837061695754528,
-0.06011677160859108,
-0.030084211379289627,
0.034119460731744766,
-0.029165400192141533,
0.03351866081357002,
0.006958452519029379,
0.01661049574613571,
0.05173269286751747,
0.04633324593305588,
-0.034101299941539764,
-0.13079595565795898,
-0.07944142073392868,
-0.012651622295379639,
0.05544139817357063,
0.0017730578547343612,
-0.15690399706363678,
0.002680337056517601,
-0.01909564808011055,
0.038466230034828186,
-0.0716077908873558,
-0.07229319959878922,
0.03416026756167412,
-0.001927695469930768,
-0.02967517077922821,
0.022488461807370186,
0.07641420513391495,
0.020582810044288635,
-0.011382668279111385,
-0.0306711308658123,
-0.042794857174158096,
-0.07532689720392227,
-0.013542006723582745,
-0.03884584829211235,
-2.433893442344015e-8,
0.006327251438051462,
-0.0005128626362420619,
0.030624330043792725,
-0.08902265131473541,
0.021349694579839706,
0.10726974904537201,
0.028960930183529854,
-0.07544031739234924,
0.03336608037352562,
-0.024585628882050514,
0.002960220444947481,
0.05011764168739319,
0.03522390127182007,
0.03932006657123566,
0.047046881169080734,
0.08089592307806015,
-0.08364429324865341,
-0.02854904718697071,
-0.03127192705869675,
0.0019876130390912294,
-0.0029984258580952883,
0.07581377774477005,
0.006911600008606911,
0.07291218638420105,
-0.009332366287708282,
0.053986046463251114,
-0.007637431379407644,
0.13003197312355042,
0.01731705665588379,
0.08106313645839691,
0.03912060335278511,
-0.0033327655401080847,
-0.05426434427499771,
0.05653736740350723,
0.058346040546894073,
-0.09859461337327957,
0.012174916453659534,
0.00712599465623498,
0.027546456083655357,
-0.02431136928498745,
-0.05570180341601372,
0.023148201406002045,
0.04522978514432907,
0.020729688927531242,
-0.025526560842990875,
0.035930078476667404,
-0.03850109130144119,
0.03482186049222946,
-0.08868109434843063,
-0.021955261006951332,
-0.04407709464430809,
-0.05797355994582176,
0.02240361087024212,
0.030561987310647964,
0.02870883233845234,
-0.011919242329895496,
0.022406021133065224,
-0.007850517518818378,
-0.07317569106817245,
0.03787733241915703,
-0.0018645623931661248,
-0.039671652019023895,
0.07085905969142914,
-0.06764784455299377
] | p | And under the hood what are we doing is just this one line. | [
"blog",
"blog/fast-embed-models"
] | 15,967 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(33) | [
-0.07068775594234467,
0.10394103825092316,
-0.032273970544338226,
0.008267688564956188,
-0.04559528827667236,
-0.0004329704097472131,
0.04587487131357193,
-0.041867148131132126,
0.000811785866972059,
-0.06371096521615982,
0.04983411356806755,
-0.18026813864707947,
-0.018794164061546326,
-0.039112940430641174,
0.00018304963305126876,
-0.08386178314685822,
-0.027695834636688232,
0.026668086647987366,
-0.010040225461125374,
-0.10622676461935043,
-0.099820576608181,
0.0040987590327858925,
-0.024684645235538483,
-0.053897786885499954,
-0.027138832956552505,
-0.0014770107809454203,
0.04932659864425659,
-0.021017003804445267,
0.06485504657030106,
-0.056955114006996155,
0.02565472573041916,
0.050222381949424744,
-0.055834244936704636,
0.006442325655370951,
0.024624360725283623,
0.010866050608456135,
-0.11144094914197922,
0.06123407930135727,
0.058808885514736176,
-0.016405116766691208,
0.029392285272479057,
-0.0977497398853302,
-0.00015348783927038312,
-0.051837675273418427,
0.03870869800448418,
-0.011100987903773785,
-0.05021699517965317,
0.03524097427725792,
-0.06421039253473282,
0.03628423064947128,
-0.12701556086540222,
-0.014285646378993988,
0.04741724207997322,
-0.030110830441117287,
0.12650896608829498,
-0.11083002388477325,
-0.03181149810552597,
-0.054958559572696686,
0.02013329230248928,
0.04824584349989891,
0.08594918251037598,
0.02103479951620102,
-0.055323660373687744,
0.002080952050164342,
-0.023726485669612885,
-0.04035935923457146,
0.007595332805067301,
-0.049308665096759796,
-0.0022003387566655874,
0.023260854184627533,
0.050495658069849014,
-0.01366446539759636,
0.001573912682943046,
0.015814168378710747,
-0.017103558406233788,
-0.07771310210227966,
-0.012339871376752853,
-0.004139802418649197,
-0.02992989309132099,
-0.015274051576852798,
0.06513717770576477,
0.056913528591394424,
0.007358583156019449,
-0.03506247326731682,
0.0008929661707952619,
-0.07185610383749008,
0.02243306301534176,
0.002056086203083396,
-0.019975455477833748,
0.004933557473123074,
0.04855538532137871,
0.0818604826927185,
-0.08270714432001114,
-0.02287595346570015,
-0.005614920053631067,
-0.07434341311454773,
-0.05708927661180496,
-0.0273688193410635,
-0.056723564863204956,
0.09749575704336166,
-0.02480403147637844,
0.039316464215517044,
-0.0024050783831626177,
0.1016547828912735,
-0.13643276691436768,
-0.046753089874982834,
-0.041039686650037766,
-0.06982844322919846,
-0.007715950254350901,
0.03550608828663826,
-0.021551549434661865,
-0.03815723955631256,
-0.10206186026334763,
-0.05955369025468826,
0.03969781845808029,
0.045870136469602585,
0.01739412732422352,
-0.011080645024776459,
-0.028875986114144325,
0.015031000599265099,
-0.012232995592057705,
0.0042800516821444035,
-0.09139235317707062,
0.015455805696547031,
-0.0563923716545105,
0.00544072687625885,
0.05155967175960541,
-5.820976852762445e-34,
-0.04166588932275772,
0.013514574617147446,
0.0006108566303737462,
0.021234335377812386,
0.020014658570289612,
-0.1131228655576706,
-0.08195053040981293,
-0.07391707599163055,
-0.03752712905406952,
-0.07056131213903427,
0.09279415011405945,
-0.025820063427090645,
-0.05103582516312599,
-0.03303706273436546,
0.03623439744114876,
0.05275561287999153,
-0.006699723657220602,
-0.00992574729025364,
0.029194412752985954,
0.021893702447414398,
0.06431981921195984,
0.006571618840098381,
-0.01311112754046917,
0.006589963566511869,
0.03745206445455551,
0.005738172680139542,
0.1107761412858963,
-0.029643936082720757,
0.04679110646247864,
0.0031198947690427303,
0.11188853532075882,
-0.038264255970716476,
-0.025741029530763626,
-0.026690183207392693,
-0.03333727642893791,
0.00956655666232109,
-0.012149951420724392,
-0.01647823676466942,
-0.049891144037246704,
-0.03596041351556778,
-0.07448608428239822,
0.03711322695016861,
0.06959652900695801,
-0.021047264337539673,
-0.05245525389909744,
0.0397026501595974,
0.04060634225606918,
0.000622553110588342,
0.11922502517700195,
-0.022605204954743385,
-0.010133876465260983,
0.0290971826761961,
-0.030443435534834862,
0.011534971185028553,
0.03423738852143288,
0.07074528932571411,
0.025608766824007034,
-0.011826049536466599,
0.02436809055507183,
-0.02699776366353035,
-0.04960807040333748,
-0.07658786326646805,
-0.06206924095749855,
-0.004235155880451202,
0.006675313226878643,
-0.02995873987674713,
-0.01918862573802471,
-0.057671014219522476,
0.0640057623386383,
-0.005079754628241062,
-0.09377079457044601,
0.024907222017645836,
0.01504012756049633,
0.021807892248034477,
-0.06859384477138519,
0.013223842717707157,
0.023214593529701233,
0.06807181239128113,
-0.034662339836359024,
0.08211280405521393,
-0.034077342599630356,
0.12938563525676727,
0.05578674003481865,
-0.06000180169939995,
0.056992463767528534,
-0.02903018519282341,
-0.04511989280581474,
0.019331488758325577,
0.027741631492972374,
-0.004302895627915859,
-0.011466762982308865,
0.026648476719856262,
0.013622675091028214,
-0.010173131711781025,
-0.0038356445729732513,
-2.0472517979806426e-33,
0.08065681159496307,
-0.016770852729678154,
-0.03447897359728813,
0.0472111701965332,
0.028989393264055252,
0.06383007764816284,
0.007946689613163471,
0.0593193918466568,
0.03551793470978737,
0.0535566508769989,
0.0226060152053833,
0.0608404278755188,
0.07048070430755615,
0.07261376082897186,
0.03326888754963875,
0.0067984722554683685,
0.07568950206041336,
0.09278085827827454,
-0.06134680658578873,
-0.028954017907381058,
-0.039069272577762604,
0.06460077315568924,
-0.03899623826146126,
-0.0639052465558052,
-0.03902856633067131,
0.06075809895992279,
-0.00287012942135334,
0.021769873797893524,
-0.15225118398666382,
-0.020739758387207985,
0.015766600146889687,
-0.09263232350349426,
-0.11146822571754456,
0.015105975791811943,
0.016986340284347534,
-0.03377431631088257,
0.05593981221318245,
0.05165562033653259,
-0.08589161187410355,
0.10529367625713348,
0.01635226607322693,
0.11517208814620972,
0.04698754847049713,
0.04921049252152443,
-0.0446074940264225,
-0.05599527060985565,
-0.005142670124769211,
0.03745724633336067,
-0.024698061868548393,
-0.03633743152022362,
0.061830732971429825,
0.06906186044216156,
-0.01641569472849369,
-0.041297659277915955,
0.05945596098899841,
0.06623156368732452,
0.03618892654776573,
0.02242373302578926,
0.010248703882098198,
-0.015547323040664196,
-0.031165987253189087,
0.014842984266579151,
0.05610073357820511,
-0.0347207635641098,
-0.005509680137038231,
0.0054843006655573845,
0.0038424308877438307,
-0.008775779977440834,
0.0906047374010086,
-0.034864895045757294,
0.014720596373081207,
0.011749574914574623,
-0.047957971692085266,
-0.0038633516523987055,
0.006355015095323324,
0.04139116406440735,
0.027079086750745773,
0.12975548207759857,
0.04956136643886566,
-0.023331860080361366,
0.015095432288944721,
-0.036630723625421524,
-0.06790219992399216,
-0.01433450449258089,
0.02518315054476261,
-0.04520081356167793,
0.0763431191444397,
-0.026742514222860336,
0.13408009707927704,
-0.051036227494478226,
0.007757691200822592,
0.034139759838581085,
-0.0256732776761055,
-0.02824524976313114,
-0.016818111762404442,
-1.8069028939748932e-8,
-0.016450917348265648,
-0.07143577933311462,
-0.11094323545694351,
-0.007817811332643032,
-0.009186509996652603,
-0.021776895970106125,
-0.017809027805924416,
-0.049035243690013885,
0.0049819741398096085,
-0.015159492380917072,
0.060278214514255524,
0.027656201273202896,
-0.029738182201981544,
-0.015590880066156387,
-0.023340361192822456,
-0.030438460409641266,
-0.007235548924654722,
0.0231041107326746,
-0.005107253789901733,
-0.007690038066357374,
0.01792915165424347,
0.03596647083759308,
-0.030666319653391838,
-0.004600928630679846,
-0.04288889095187187,
0.07763905823230743,
0.020379183813929558,
-0.02855442650616169,
-0.01900249347090721,
0.050212834030389786,
0.018175482749938965,
0.09026622027158737,
-0.007369706407189369,
-0.04591996967792511,
0.03711714595556259,
0.011690162122249603,
0.04356744512915611,
0.04943389073014259,
0.007953883148729801,
0.019525371491909027,
0.009648839011788368,
-0.03486694395542145,
0.018437381833791733,
-0.010564640164375305,
-0.06982678920030594,
0.049094196408987045,
-0.010607065632939339,
0.003308218438178301,
-0.0009807032765820622,
0.01210919301956892,
-0.13703741133213043,
-0.012378084473311901,
0.04326265677809715,
0.0610773079097271,
-0.015495088882744312,
0.018981438130140305,
0.027429498732089996,
-0.03161482885479927,
-0.05719099938869476,
0.016342893242836,
0.13294604420661926,
-0.05916442722082138,
-0.0066912854090332985,
0.12679894268512726
] | p | Nirant Kasliwal: | [
"blog",
"blog/fast-embed-models"
] | 15,968 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(33) | [
-0.0886065661907196,
-0.06174185499548912,
-0.0542270690202713,
0.031238475814461708,
0.07558336108922958,
0.044077105820178986,
-0.01962507888674736,
0.0016117456834763288,
-0.02577725052833557,
-0.0764048770070076,
0.02026813104748726,
0.013980750925838947,
0.08367577195167542,
-0.015498967841267586,
-0.07076801359653473,
0.03742315620183945,
-0.005671607796102762,
0.06549068540334702,
0.07589148730039597,
-0.12037348002195358,
0.03792707249522209,
0.04791788011789322,
0.01260556373745203,
-0.0715789645910263,
0.08772023767232895,
0.019826263189315796,
-0.07385068386793137,
0.009897895157337189,
0.057387370616197586,
-0.04453028365969658,
0.057957492768764496,
-0.000430548214353621,
-0.01581665873527527,
0.0417889840900898,
0.026669776067137718,
0.10984271764755249,
-0.010603319853544235,
0.06630329042673111,
-0.05110437795519829,
0.027674444019794464,
0.0422789566218853,
0.06540019065141678,
-0.00746694952249527,
0.03303058072924614,
0.020739013329148293,
0.012317150831222534,
-0.0903627797961235,
-0.04514627531170845,
-0.06149844825267792,
0.018072202801704407,
-0.06515055149793625,
-0.03994607552886009,
-0.05685614421963692,
-0.0033278241753578186,
-0.02758963406085968,
-0.04342636093497276,
0.00886751152575016,
-0.020609768107533455,
0.007270381785929203,
-0.020638320595026016,
-0.010807763785123825,
-0.033912647515535355,
0.052672337740659714,
-0.023822057992219925,
-0.05409582331776619,
-0.05432527884840965,
0.007375639863312244,
0.09034481644630432,
-0.018375925719738007,
-0.04789188131690025,
-0.050423383712768555,
0.009827114641666412,
-0.09369784593582153,
0.016529878601431847,
-0.022858697921037674,
0.06291759014129639,
0.04642606899142265,
-0.06691519170999527,
0.03129642456769943,
-0.08149182051420212,
-0.018499497324228287,
0.02112940140068531,
0.049289923161268234,
-0.03262444958090782,
0.05441000685095787,
0.04272016882896423,
0.025890255346894264,
0.01001876313239336,
-0.04640694707632065,
0.058409012854099274,
-0.10151682794094086,
-0.05604195222258568,
0.04950612410902977,
0.07526109367609024,
0.03857088088989258,
0.05124868080019951,
0.08572633564472198,
0.011956868693232536,
-0.025720760226249695,
0.022211333736777306,
-0.03663460165262222,
-0.007017223164439201,
0.017546314746141434,
0.012283343821763992,
-0.04830225557088852,
-0.05016356706619263,
-0.02360564097762108,
-0.03648500144481659,
-0.01311359740793705,
-0.09686419367790222,
-0.03304282948374748,
0.023869676515460014,
-0.02680145762860775,
-0.03597061336040497,
0.007387845776975155,
-0.12406042963266373,
-0.0368104912340641,
0.001593380467966199,
0.14349229633808136,
0.053353335708379745,
0.06611432135105133,
0.011538093909621239,
0.009946988895535469,
0.020926449447870255,
-0.0023041926324367523,
-0.010789803229272366,
-0.048109885305166245,
-4.9606339149280554e-33,
0.013684323988854885,
-0.037971723824739456,
0.04944600537419319,
0.05242841690778732,
0.009526316076517105,
-0.007148291915655136,
-0.031775716692209244,
0.09944714605808258,
-0.05328511819243431,
-0.004459111951291561,
-0.00614927988499403,
0.02884666435420513,
0.02327064424753189,
0.17512007057666779,
0.06988375633955002,
-0.05382649973034859,
0.018919147551059723,
0.02628760226070881,
-0.04909636080265045,
-0.08239790052175522,
-0.06434127688407898,
0.01748090796172619,
-0.05894714593887329,
-0.03139571473002434,
-0.06579385697841644,
0.05697759985923767,
-0.023486316204071045,
-0.07394231110811234,
-0.05093306675553322,
0.021289486438035965,
-0.08761710673570633,
-0.03575669601559639,
0.05161627009510994,
0.02442248910665512,
0.02444537542760372,
-0.0034731721971184015,
-0.021788083016872406,
-0.049181945621967316,
-0.02858700230717659,
-0.059309810400009155,
0.06530749797821045,
-0.024558724835515022,
-0.04694906622171402,
0.012371348217129707,
-0.04469979554414749,
-0.019524134695529938,
0.017591306939721107,
0.03078674152493477,
-0.034159593284130096,
-0.005153645761311054,
0.018587734550237656,
0.053668465465307236,
-0.0956130176782608,
-0.058514777570962906,
0.04900210723280907,
-0.06637442111968994,
-0.061672382056713104,
0.0382368303835392,
0.06163141876459122,
0.014681736007332802,
-0.037448909133672714,
0.06988898664712906,
0.01669398508965969,
0.02148463763296604,
-0.014751003123819828,
-0.030000410974025726,
-0.0029430408030748367,
-0.05871151387691498,
0.04125552996993065,
0.10022438317537308,
0.02045060135424137,
0.06959337741136551,
-0.031014511361718178,
-0.013698436319828033,
-0.0486408993601799,
0.008289063349366188,
-0.03028147853910923,
-0.09158243238925934,
-0.04128720611333847,
0.009773196652531624,
-0.03354246914386749,
-0.09428440779447556,
-0.07043351978063583,
-0.038592878729104996,
0.04701853543519974,
-0.1314864158630371,
0.04330756887793541,
-0.08301423490047455,
0.020521968603134155,
-0.11970920860767365,
-0.023134246468544006,
-0.06144314259290695,
-0.03891575336456299,
-0.007038170006126165,
-0.05853421986103058,
4.119474493886108e-34,
0.044707391411066055,
0.06481438130140305,
0.0012783826095983386,
0.003719909815117717,
0.01086844876408577,
-0.0008698395686224103,
0.009955238550901413,
0.004107537213712931,
-0.07122146338224411,
0.03731425479054451,
-0.0988881066441536,
0.006124826148152351,
0.04151443764567375,
-0.05158152058720589,
0.023942166939377785,
0.0023629958741366863,
-0.07935410737991333,
-0.019895263016223907,
0.0005320712807588279,
0.035165976732969284,
-0.040425680577754974,
0.011450706981122494,
0.05301608517765999,
0.07215745747089386,
0.09710530936717987,
0.030586056411266327,
-0.0076615894213318825,
-0.04563809186220169,
-0.03375125303864479,
0.01273370161652565,
0.01829889789223671,
-0.034597575664520264,
0.015527687035501003,
0.02721714973449707,
-0.04010428488254547,
0.012064860202372074,
0.10080379247665405,
0.027763700112700462,
-0.019820114597678185,
-0.047304023057222366,
0.010366437025368214,
0.058415062725543976,
-0.02341451309621334,
0.056818459182977676,
-0.015963474288582802,
-0.027024971321225166,
-0.053874582052230835,
0.0857957974076271,
0.08312585204839706,
0.03638828173279762,
-0.013098801486194134,
-0.008912281133234501,
-0.022787874564528465,
-0.029539884999394417,
-0.03713076561689377,
-0.03613172471523285,
-0.06141424924135208,
0.04496139660477638,
0.054733507335186005,
-0.003931485116481781,
-0.02198227122426033,
-0.12648117542266846,
0.010638738051056862,
-0.006133966147899628,
0.051167987287044525,
-0.03575127571821213,
-0.052683379501104355,
0.020126331597566605,
-0.0768047571182251,
0.0015586982481181622,
0.08525975048542023,
0.036400340497493744,
-0.019228344783186913,
-0.043309807777404785,
0.0051530832424759865,
-0.021941928192973137,
0.0709713026881218,
-0.009970728307962418,
0.009284742176532745,
-0.0629768818616867,
0.005035181995481253,
-0.019306300207972527,
0.10822151601314545,
-0.015800559893250465,
0.02161679044365883,
-0.053438711911439896,
0.020664824172854424,
0.06683836132287979,
0.0686638355255127,
0.03957359492778778,
-0.008025867864489555,
0.023962661623954773,
-0.0015433963853865862,
0.15669941902160645,
0.08242744207382202,
-2.8199108825788244e-8,
-0.09559839963912964,
-0.031781017780303955,
0.036795470863580704,
-0.0676739364862442,
0.04704038426280022,
0.006574057973921299,
-0.0036147248465567827,
0.007812211290001869,
0.00739195104688406,
-0.04832232743501663,
0.04067299887537956,
-0.08548799902200699,
-0.007405170239508152,
-0.0172406118363142,
0.13197706639766693,
0.037784233689308167,
0.01812918670475483,
0.049768492579460144,
0.026372097432613373,
0.0641666054725647,
-0.07306816428899765,
0.03261994943022728,
0.03197602555155754,
0.022075651213526726,
-0.08813581615686417,
-0.031614650040864944,
-0.0441824346780777,
-0.02786511927843094,
0.10476565361022949,
0.014184887520968914,
0.0010366863571107388,
0.041563812643289566,
0.05501388758420944,
-0.08944885432720184,
-0.003870222484692931,
0.0731651559472084,
-0.07893430441617966,
-0.07823923230171204,
0.0011352677829563618,
0.008867057040333748,
0.01681399904191494,
-0.04025012254714966,
0.014845809899270535,
0.013273072429001331,
0.06762656569480896,
0.03110285848379135,
-0.0176258385181427,
-0.07344374805688858,
-0.024721408262848854,
-0.037077415734529495,
-0.011228902265429497,
-0.048355914652347565,
-0.024715088307857513,
-0.03558359295129776,
-0.0025798825081437826,
0.02289612777531147,
0.0016739250859245658,
-0.036885302513837814,
0.09396134316921234,
-0.032154738903045654,
-0.07457933574914932,
0.06038122624158859,
0.10845842957496643,
0.05036524310708046
] | p | We have a dot embed which is a generator and we call a list on that so that we actually get a list of embeddings. | [
"blog",
"blog/fast-embed-models"
] | 15,969 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(33) | [
-0.018534617498517036,
0.014477819204330444,
0.008407617919147015,
0.07464642077684402,
0.025484353303909302,
0.08021128177642822,
0.07887471467256546,
-0.01661175861954689,
0.06521034985780716,
-0.0747261792421341,
-0.024335108697414398,
-0.03417956456542015,
0.03187323734164238,
-0.00628944206982851,
-0.0016852079425007105,
0.013207811862230301,
0.0732802227139473,
-0.019531777128577232,
-0.06025002896785736,
-0.036758240312337875,
0.02446070872247219,
0.07098078727722168,
0.059429530054330826,
0.009777979925274849,
-0.06899372488260269,
0.010507292114198208,
-0.012918991036713123,
-0.018339255824685097,
0.043471112847328186,
0.014031642116606236,
0.028867723420262337,
0.06398547440767288,
-0.009003130719065666,
0.11737606674432755,
-0.053200848400592804,
0.01576017402112484,
0.007024222519248724,
-0.02913551591336727,
0.005519376136362553,
-0.08909989148378372,
-0.02922823466360569,
0.025432219728827477,
0.011051394045352936,
0.024498535320162773,
0.07313906401395798,
-0.07311774790287018,
-0.0721496120095253,
-0.01837979443371296,
0.03522426635026932,
0.008474931120872498,
-0.1557154655456543,
0.016343535855412483,
-0.05182984471321106,
-0.003039563074707985,
-0.04234917461872101,
0.04350810870528221,
-0.06935311108827591,
-0.006480499170720577,
-0.04082132503390312,
-0.02552633546292782,
-0.05507412180304527,
-0.08012761920690536,
-0.11023431271314621,
0.05647541210055351,
0.021932601928710938,
-0.0922883003950119,
-0.010569264180958271,
-0.040790803730487823,
-0.0029338416643440723,
-0.04271409288048744,
-0.048725396394729614,
0.009413329884409904,
0.03947768360376358,
-0.02715730108320713,
0.022883450612425804,
0.06463780254125595,
-0.029765304177999496,
-0.03750002756714821,
0.011231010779738426,
-0.004249551333487034,
-0.027180496603250504,
-0.06054519861936569,
0.07496095448732376,
0.033562127500772476,
0.09632154554128647,
-0.022046582773327827,
0.03528343141078949,
-0.07935582846403122,
-0.0025200608652085066,
-0.033400192856788635,
-0.02742912992835045,
-0.08772782981395721,
0.03300238028168678,
-0.020115884020924568,
0.050810590386390686,
0.04783274978399277,
0.06089689955115318,
0.033730797469615936,
0.017696810886263847,
0.06324809044599533,
0.06134834513068199,
0.05670924112200737,
-0.013931330293416977,
-0.01715138554573059,
-0.042961448431015015,
-0.01670657843351364,
-0.03421441838145256,
0.023237980902194977,
0.03541107475757599,
-0.07282868027687073,
0.015380123630166054,
0.06317649781703949,
0.00917745754122734,
-0.04470232129096985,
-0.03733978047966957,
-0.01407710649073124,
0.02773609198629856,
-0.0034827596973627806,
-0.026754120364785194,
0.018063899129629135,
-0.08000658452510834,
0.04339022934436798,
-0.01904500089585781,
-0.038301266729831696,
-0.012203958816826344,
-0.09434417635202408,
-0.03818649798631668,
-7.964276365603358e-34,
0.101293183863163,
-0.013501638546586037,
0.03065703995525837,
-0.011829118244349957,
-0.023656027391552925,
0.06649477779865265,
-0.009278438985347748,
0.07522964477539062,
0.03757571801543236,
-0.044944267719984055,
-0.01286343578249216,
0.013065949082374573,
0.032409053295850754,
0.019569991156458855,
-0.04690694436430931,
0.05603295564651489,
-0.11086208373308182,
0.06565037369728088,
-0.036679480224847794,
-0.0021735019981861115,
0.06635399162769318,
-0.02677064575254917,
0.055470969527959824,
0.0177732165902853,
-0.004452356602996588,
0.044022589921951294,
0.02383004128932953,
-0.01709670014679432,
-0.13137564063072205,
0.018981920555233955,
-0.10949888825416565,
-0.032519713044166565,
-0.0304305050522089,
-0.021715248003602028,
0.055125873535871506,
0.06545202434062958,
0.0604143962264061,
0.001568639068864286,
-0.025023454800248146,
-0.062090154737234116,
-0.032596368342638016,
0.0012462754966691136,
0.0758257731795311,
-0.07995690405368805,
-0.14423221349716187,
-0.047980401664972305,
-0.0420001782476902,
-0.011374900117516518,
0.01785857230424881,
0.030826153233647346,
0.010189525783061981,
-0.0257440023124218,
-0.026203690096735954,
-0.08934387564659119,
0.06574506312608719,
0.033860787749290466,
-0.012785269878804684,
0.09303052723407745,
0.006598346401005983,
0.048248786479234695,
0.026960883289575577,
-0.04943803697824478,
0.05483002960681915,
0.052210696041584015,
0.0830129012465477,
0.03149186819791794,
-0.020614515990018845,
0.04796696826815605,
0.1154865175485611,
0.0016365391202270985,
-0.012215189635753632,
-0.04202646017074585,
-0.04800102487206459,
-0.003566023660823703,
0.04517146199941635,
-0.028885284438729286,
-0.035869888961315155,
-0.015290029346942902,
0.05716703459620476,
0.014277108013629913,
0.028162838891148567,
-0.042482417076826096,
-0.014801893383264542,
0.015347928740084171,
-0.04588664695620537,
0.018181635066866875,
0.07100676000118256,
-0.08806959539651871,
-0.005014881957322359,
-0.046565718948841095,
0.035700369626283646,
-0.023100120946764946,
-0.031234517693519592,
-0.010878581553697586,
0.09600697457790375,
-9.942127344453437e-34,
0.021827176213264465,
-0.045093435794115067,
-0.11164538562297821,
-0.03666755557060242,
0.009553717449307442,
-0.034613337367773056,
0.0609358586370945,
0.04917147010564804,
-0.019029242917895317,
0.04563312605023384,
0.009824379347264767,
-0.04568716883659363,
0.002841046778485179,
-0.013005932793021202,
-0.0049612983129918575,
-0.001957767875865102,
0.022900063544511795,
-0.046756912022829056,
0.008150733076035976,
0.07526038587093353,
-0.06432746350765228,
0.04132937639951706,
-0.1058206781744957,
-0.004991189576685429,
0.016226859763264656,
0.0051491837948560715,
-0.019788606092333794,
0.050823140889406204,
-0.04358235001564026,
0.02084454335272312,
-0.0028033212292939425,
-0.030294423922896385,
-0.05760645493865013,
-0.06023376062512398,
-0.09208042919635773,
0.029757991433143616,
0.05350995436310768,
-0.07642348110675812,
-0.02313104271888733,
0.10375833511352539,
-0.004303099121898413,
-0.00923657976090908,
-0.028994986787438393,
0.05918605998158455,
-0.025349553674459457,
0.006230643950402737,
-0.010621370747685432,
-0.000355525262420997,
0.010049470700323582,
0.005251459777355194,
0.016812501475214958,
-0.034217845648527145,
-0.061970844864845276,
-0.08610935509204865,
-0.10234606266021729,
0.015994325280189514,
-0.038083042949438095,
-0.000608910049777478,
0.051129404455423355,
-0.01965693011879921,
-0.00299783400259912,
0.07409606128931046,
0.00331674050539732,
0.030685141682624817,
0.10847426950931549,
-0.04289418086409569,
0.03452499955892563,
-0.009786438196897507,
-0.019007476046681404,
-0.06201153248548508,
-0.07178110629320145,
-0.04472120478749275,
0.09219784289598465,
0.015645772218704224,
0.11333361268043518,
0.023563988506793976,
0.013454058207571507,
-0.026400692760944366,
-0.04334345459938049,
-0.08308196067810059,
-0.050964049994945526,
-0.057807691395282745,
0.010492603294551373,
0.154366597533226,
0.06276115775108337,
-0.005483544897288084,
-0.006252853199839592,
0.06710415333509445,
-0.027098575606942177,
0.048089463263750076,
0.05664828419685364,
-0.05585436895489693,
-0.06390047073364258,
0.07107376307249069,
-0.0393783375620842,
-3.676681714637198e-8,
-0.11494114249944687,
0.11870454996824265,
-0.07479510456323624,
0.11360113322734833,
0.00024226238019764423,
0.007386750541627407,
0.029886778444051743,
0.12399058789014816,
-0.07943430542945862,
0.010506601072847843,
0.00025687666493467987,
0.01413910835981369,
-0.045834701508283615,
-0.04264238849282265,
0.03298628330230713,
0.028010781854391098,
-0.0010398547165095806,
0.0061055622063577175,
-0.057566989213228226,
-0.08788581937551498,
0.08924934267997742,
-0.01893778145313263,
0.00876949168741703,
0.07809942960739136,
0.031117377802729607,
0.07916571199893951,
-0.0655275210738182,
0.10243403166532516,
0.06283704191446304,
-0.019609320908784866,
0.044122956693172455,
0.0007684366428293288,
-0.051946401596069336,
0.0354122556746006,
0.003718696068972349,
-0.004698871169239283,
0.024545401334762573,
-0.07847170531749725,
-0.004721736069768667,
-0.03877001628279686,
0.014384104870259762,
0.0023838086053729057,
-0.03845001757144928,
0.04810589551925659,
-0.00003243722312618047,
0.1050042062997818,
0.008191811852157116,
-0.0042483010329306126,
0.028063422068953514,
-0.014573218300938606,
-0.0638766661286354,
-0.08510513603687286,
0.014099681749939919,
0.002255405066534877,
0.051843028515577316,
-0.009525026194751263,
0.1026124358177185,
-0.04882996529340744,
0.004410557448863983,
-0.05554839223623276,
0.06994741410017014,
0.022252120077610016,
-0.04380986467003822,
0.0037197202909737825
] | p | You will notice that we have a passage and query keys here which means that our retrieval model which we have used as default here, takes these into account that if there is a passage and a query they need to be mapped together and a question and answer context is captured in the model training itself. | [
"blog",
"blog/fast-embed-models"
] | 15,970 |
[
"FastEmbed: Fast & Lightweight Embedding Generation - Nirant Kasliwal | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/fast-embed-models/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(33) | [
-0.03342815488576889,
-0.10374315828084946,
0.03048555925488472,
-0.0003896368434652686,
0.05952173098921776,
0.040645770728588104,
-0.040937118232250214,
0.028197675943374634,
0.05554547160863876,
-0.03194018080830574,
-0.009086396545171738,
-0.0170262660831213,
0.05811559408903122,
0.051673196256160736,
0.05998500809073448,
0.029834335669875145,
0.0853533074259758,
0.07926613092422485,
-0.09526147693395615,
-0.0078098657540977,
0.050821103155612946,
-0.023264389485120773,
0.0003185065579600632,
-0.05856170132756233,
0.015211101621389389,
-0.05638282746076584,
-0.05116007477045059,
-0.04402550309896469,
0.11905956268310547,
0.022406013682484627,
0.03361659124493599,
-0.02196372114121914,
-0.01846037432551384,
0.0613294392824173,
0.020009096711874008,
0.025185175240039825,
0.03250199183821678,
-0.04307140037417412,
-0.006552939303219318,
-0.06967728585004807,
0.023379238322377205,
0.055070266127586365,
-0.07496804744005203,
0.08759379386901855,
0.0605219304561615,
-0.03815130889415741,
0.03268645331263542,
-0.07639772444963455,
-0.09983492642641068,
-0.0037273771595209837,
-0.06725549697875977,
0.008812339045107365,
0.006371446885168552,
-0.026065699756145477,
-0.0761462077498436,
-0.13596054911613464,
-0.03946969285607338,
-0.019263220950961113,
0.041463520377874374,
0.046188145875930786,
-0.07755238562822342,
-0.08963333815336227,
0.0012458134442567825,
0.020058879628777504,
0.04905249923467636,
-0.030922498553991318,
-0.053915638476610184,
0.025740254670381546,
0.001999049913138151,
0.052530862390995026,
-0.04575575143098831,
-0.0057303402572870255,
-0.08908332139253616,
0.015470926649868488,
0.014538535848259926,
0.050634633749723434,
0.03500843048095703,
-0.02348988875746727,
0.06277043372392654,
-0.11655109375715256,
0.03953855112195015,
0.006850752513855696,
0.058562614023685455,
-0.07186325639486313,
0.07155106961727142,
0.03360490873456001,
-0.016837825998663902,
-0.006627240683883429,
-0.021820249035954475,
0.060103338211774826,
-0.010631116107106209,
-0.11479887366294861,
0.09665442258119583,
0.06957029551267624,
0.057396285235881805,
-0.04194769263267517,
-0.040770791471004486,
0.03136414662003517,
-0.03830578550696373,
0.024907121434807777,
-0.07092774659395218,
0.03488501161336899,
0.06702330708503723,
0.04388616234064102,
0.06570564955472946,
-0.04898959770798683,
-0.013304346241056919,
0.014582796953618526,
-0.001582197961397469,
-0.06429977715015411,
0.0020246950443834066,
0.06883139908313751,
0.026024891063570976,
-0.00527556985616684,
0.010498491115868092,
-0.05214656889438629,
0.030786829069256783,
-0.04246117174625397,
0.10359824448823929,
0.07166040688753128,
-0.02068805880844593,
-0.0011218433501198888,
-0.0247116070240736,
-0.010047856718301773,
-0.06967354565858841,
-0.061918955296278,
-0.040044866502285004,
1.4584441062598663e-33,
-0.0023463100660592318,
0.030687039718031883,
0.022287579253315926,
0.012513070367276669,
0.073935866355896,
0.05378272384405136,
-0.06185322627425194,
0.06073560565710068,
-0.0018017861293628812,
-0.013415752910077572,
0.016095353290438652,
0.018570108339190483,
0.016521524637937546,
0.07058265805244446,
0.06707901507616043,
-0.000858793209772557,
-0.07033208757638931,
0.06886012107133865,
-0.008858020417392254,
-0.017896229401230812,
0.019404565915465355,
-0.05512426793575287,
-0.07378372550010681,
-0.004289514850825071,
-0.07775847613811493,
0.023368844762444496,
0.07602129131555557,
-0.027004424482584,
-0.025806814432144165,
0.038353726267814636,
-0.1551201492547989,
-0.029363581910729408,
0.024196747690439224,
0.06149088218808174,
0.01909877546131611,
0.04612600430846214,
0.037487585097551346,
-0.028634261339902878,
0.001914140535518527,
-0.08277622610330582,
-0.009608701802790165,
-0.00331683992408216,
-0.01091763935983181,
0.015869200229644775,
-0.11364808678627014,
-0.058819014579057693,
0.06384987384080887,
0.015151642262935638,
-0.06586261093616486,
-0.010117406025528908,
0.0722159817814827,
0.08789580315351486,
-0.05946550518274307,
-0.06097126007080078,
0.08534091711044312,
-0.06956101208925247,
-0.03557064011693001,
-0.008146614767611027,
0.052224643528461456,
0.014860814437270164,
-0.06198161840438843,
-0.01059000100940466,
0.06990236043930054,
0.052529435604810715,
0.0019509167177602649,
0.05252157896757126,
-0.028058160096406937,
-0.04115748405456543,
0.018164116889238358,
0.030288124457001686,
-0.033834099769592285,
0.08389830589294434,
-0.12445655465126038,
-0.005903385579586029,
-0.07761260867118835,
-0.09285201877355576,
0.06302911043167114,
-0.03945210203528404,
0.041897933930158615,
0.08287391811609268,
0.0034834265243262053,
-0.03713768720626831,
-0.028046634048223495,
0.004605565685778856,
-0.044549088925123215,
-0.11479798704385757,
-0.009196808561682701,
-0.041632071137428284,
-0.037696756422519684,
-0.07335951924324036,
0.05648181959986687,
-0.07436330616474152,
0.029269086197018623,
0.028056547045707703,
-0.04642913118004799,
-1.787004879219273e-33,
-0.029560158029198647,
-0.04371136054396629,
-0.04344726353883743,
-0.014790412038564682,
-0.0011331381974741817,
-0.023948555812239647,
0.039426106959581375,
0.06237209960818291,
-0.06388320028781891,
-0.02300095185637474,
-0.011363586410880089,
-0.01551047246903181,
0.0234513096511364,
0.02415630780160427,
-0.023962298408150673,
-0.06752654910087585,
-0.024026649072766304,
-0.06414128839969635,
0.054606303572654724,
0.022096669301390648,
0.02207106165587902,
-0.009225484915077686,
-0.060447029769420624,
0.11233386397361755,
0.05552006885409355,
0.069921113550663,
-0.10536032170057297,
0.021964170038700104,
-0.0128530478104949,
-0.04117167368531227,
-0.0012177755124866962,
-0.022873764857649803,
-0.08414184302091599,
-0.07052277773618698,
-0.04779800400137901,
-0.035187821835279465,
0.03486960008740425,
0.07805795967578888,
-0.0057578375563025475,
0.04714115709066391,
0.06777691841125488,
0.003884837031364441,
-0.08194299787282944,
0.07247696816921234,
0.002857654821127653,
0.01564270816743374,
0.04560763016343117,
-0.05662037804722786,
0.06324931234121323,
-0.005165848881006241,
0.01413650531321764,
-0.03732535243034363,
-0.01918397843837738,
-0.013810282573103905,
-0.07412189990282059,
-0.04036162048578262,
0.08682592958211899,
-0.047127678990364075,
0.01865130104124546,
-0.018396131694316864,
0.05270448327064514,
-0.01555874478071928,
0.020458688959479332,
-0.03523711860179901,
0.006890465971082449,
-0.02144399844110012,
0.0020885386038571596,
0.0677206888794899,
-0.050766926258802414,
-0.0253556240350008,
0.01192431803792715,
-0.04604041203856468,
-0.06463181972503662,
0.03998318314552307,
-0.003448974806815386,
0.05350320413708687,
0.10530509799718857,
-0.08118121325969696,
0.023193780332803726,
-0.05999886989593506,
-0.022854244336485863,
-0.05326956510543823,
0.11952540278434753,
0.05561136081814766,
0.11820950359106064,
-0.013926967047154903,
-0.02183312177658081,
0.04409834370017052,
-0.008747871965169907,
0.06266666948795319,
-0.05278204753994942,
0.009231885895133018,
-0.039525385946035385,
0.13323841989040375,
-0.01619446650147438,
-2.6713859568872067e-8,
-0.09638933837413788,
0.0793207511305809,
0.03015282191336155,
-0.014863640069961548,
-0.04124540463089943,
0.01936076022684574,
-0.0010292812949046493,
0.010273734107613564,
-0.02132442407310009,
0.042831070721149445,
-0.00891092699021101,
0.0007330194348469377,
-0.069303959608078,
-0.014413824304938316,
0.06454062461853027,
0.04485219717025757,
0.001101108849979937,
-0.009594136849045753,
0.010425948537886143,
0.045929912477731705,
-0.004742025397717953,
0.10197940468788147,
0.01595289260149002,
0.0003630385617725551,
-0.03696621581912041,
-0.00955248437821865,
-0.014327550306916237,
0.08634843677282333,
0.038722068071365356,
-0.0186977069824934,
-0.03410033509135246,
0.0678388699889183,
-0.04097481817007065,
0.009750944562256336,
-0.09177041798830032,
0.04403926059603691,
-0.016718421131372452,
-0.07597150653600693,
-0.0804651528596878,
-0.0023598368279635906,
0.054190587252378464,
-0.021142806857824326,
-0.008439676836133003,
0.004330998286604881,
0.06465066224336624,
0.11521415412425995,
0.022114980965852737,
0.009004386141896248,
-0.007311117369681597,
0.04142528772354126,
0.0035065901465713978,
-0.01019272767007351,
-0.043367110192775726,
0.07436883449554443,
0.015734396874904633,
0.01322092954069376,
-0.011104626581072807,
0.04318510368466377,
0.04153299704194069,
0.010803312063217163,
0.003353068372234702,
-0.01988937146961689,
0.00839686207473278,
0.023226168006658554
] | p | The other caveat is that we pass on the token limits or context windows from the embedding model creators themselves. | [
"blog",
"blog/fast-embed-models"
] | 15,971 |
Subsets and Splits
No saved queries yet
Save your SQL queries to embed, download, and access them later. Queries will appear here once saved.