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
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,800
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.05550071597099304, 0.04902908205986023, -0.000755919492803514, -0.06967489421367645, -0.05081149563193321, -0.05332908406853676, 0.025059130042791367, -0.0017483591800555587, 0.050606098026037216, 0.00446994649246335, 0.011123904027044773, 0.14561694860458374, 0.08607055246829987, 0.01880287192761898, 0.025308286771178246, -0.04541364312171936, 0.0614425465464592, -0.06878089904785156, 0.042623233050107956, 0.03663109242916107, -0.09948159009218216, 0.022103702649474144, -0.03311672434210777, -0.002441881690174341, 0.014254541136324406, -0.05272283777594566, 0.02561795711517334, -0.0185026153922081, -0.02190067432820797, 0.08342009782791138, -0.022742779925465584, 0.060099441558122635, -0.00841465499252081, -0.03292788192629814, -0.009130957536399364, -0.01824212074279785, -0.06983678042888641, 0.054619450122117996, -0.0598677359521389, 0.03785477951169014, 0.00228672381490469, 0.037284281104803085, 0.03644810616970062, 0.06098204851150513, 0.046890728175640106, -0.02259979210793972, 0.007973894476890564, 0.0018897206755355, -0.04113249480724335, 0.07179434597492218, -0.027060698717832565, -0.06786992400884628, -0.050103381276130676, 0.004796609748154879, -0.01609545759856701, 0.0016389016527682543, 0.003999765031039715, 0.013377191498875618, -0.03077632188796997, 0.06453299522399902, -0.08691961318254471, -0.01509244553744793, -0.00577523373067379, 0.07967427372932434, 0.05217418447136879, 0.07704170793294907, -0.07291590422391891, -0.02263672836124897, -0.02563023567199707, -0.02093540132045746, 0.03540496528148651, -0.054425012320280075, 0.024371372535824776, 0.04160428047180176, -0.021985424682497978, 0.0042121256701648235, 0.0025362202432006598, 0.057989537715911865, 0.04263269528746605, -0.01879742555320263, -0.018667137250304222, 0.06432414799928665, -0.03602110221982002, -0.003055317560210824, -0.0436239093542099, -0.007945286110043526, 0.060751788318157196, -0.04791688919067383, 0.052253734320402145, -0.030802486464381218, 0.05246521905064583, -0.06547486037015915, 0.013553478755056858, -0.03730309009552002, -0.04043752700090408, -0.06386411190032959, 0.004380746278911829, 0.07891598343849182, -0.0350513756275177, 0.025075973942875862, -0.03983575105667114, 0.004578389227390289, -0.00442125741392374, 0.011201237328350544, 0.008469514548778534, 0.003511938266456127, -0.00805287342518568, -0.039151113480329514, -0.03917008638381958, 0.007410733960568905, -0.07826046645641327, 0.02925862930715084, 0.022324584424495697, -0.01614774391055107, -0.004242829978466034, 0.056797370314598083, -0.07609936594963074, 0.1044728010892868, 0.018111981451511383, 0.0019003290217369795, -0.005227742716670036, 0.10053606331348419, -0.014015083201229572, -0.005080298986285925, -0.09481986612081528, -0.04052380099892616, 0.0795782059431076, -8.457036801641345e-33, -0.03496486693620682, 0.09698671847581863, -0.03445000946521759, 0.025527101010084152, 0.0799449011683464, -0.027387013658881187, 0.03451092913746834, 0.06380162388086319, -0.05672239139676094, 0.01484956219792366, 0.11435920745134354, 0.00007847121014492586, 0.04737032577395439, -0.024632219225168228, -0.0398436076939106, 0.006570717785507441, -0.024106670171022415, 0.04853036254644394, 0.02839021384716034, -0.0733264610171318, -0.026662256568670273, -0.05862713232636452, 0.05146317929029465, -0.028258275240659714, -0.026874717324972153, 0.052983175963163376, -0.03401269018650055, 0.04977600648999214, 0.04934941977262497, 0.01501209195703268, 0.018866052851080894, 0.06449096649885178, 0.030078699812293053, 0.0021097015123814344, -0.04970454052090645, 0.026042990386486053, -0.01962781511247158, -0.14930105209350586, 0.0054403385147452354, 0.0300776157528162, -0.05476765334606171, -0.003656049259006977, 0.04388352110981941, -0.035492729395627975, -0.06065607815980911, -0.0012470793444663286, -0.041518792510032654, 0.0027589404489845037, -0.07532279193401337, 0.040128692984580994, -0.05149269476532936, 0.0222847368568182, 0.08451392501592636, 0.08302013576030731, 0.018719224259257317, -0.016697974875569344, 0.06775299459695816, 0.016011111438274384, 0.035143736749887466, 0.01390192098915577, -0.021560953930020332, 0.030249174684286118, 0.014522342011332512, -0.026824522763490677, -0.04875009134411812, -0.002636499237269163, -0.01776847615838051, 0.0066253808327019215, 0.06936277449131012, -0.0754055380821228, 0.044307634234428406, 0.05365731567144394, -0.024792585521936417, -0.045117300003767014, -0.08522148430347443, -0.001339430222287774, -0.11143295466899872, 0.04774074628949165, 0.025223789736628532, -0.056722886860370636, 0.020915986970067024, -0.002516890875995159, 0.005015919916331768, 0.08653414249420166, -0.019997773692011833, 0.010938337072730064, 0.112667016685009, -0.05403874069452286, -0.08127182722091675, 0.03580418974161148, -0.004763381090015173, 0.06174163892865181, -0.010501301847398281, -0.03187187388539314, 0.02865975722670555, 5.585973032336511e-33, -0.13604192435741425, -0.07464568316936493, -0.003927953541278839, -0.07416961342096329, 0.11895693093538284, -0.09849272668361664, -0.0033656652085483074, -0.0319722518324852, -0.08307423442602158, 0.13557548820972443, 0.05765886977314949, -0.045775484293699265, -0.12904563546180725, -0.01308008935302496, -0.014975771307945251, -0.023595022037625313, -0.08303934335708618, -0.04791697859764099, 0.04234941676259041, -0.06422441452741623, 0.023382505401968956, 0.036011453717947006, 0.02745768614113331, 0.03556892275810242, 0.07347851991653442, 0.002595165278762579, -0.06137770414352417, -0.035060759633779526, 0.0013371227541938424, -0.00384482997469604, -0.00044390338007360697, 0.01669178158044815, -0.1628858596086502, -0.013540664687752724, 0.011267371475696564, 0.07337383925914764, 0.01239399891346693, 0.05961158499121666, -0.018102822825312614, -0.033903010189533234, -0.0332559272646904, -0.09146406501531601, -0.008466808125376701, 0.08497219532728195, -0.046182915568351746, -0.06275052577257156, 0.03032759763300419, -0.009686484932899475, 0.10834064334630966, 0.017906909808516502, -0.054721735417842865, 0.03097698464989662, 0.04210098087787628, -0.032673273235559464, -0.06253986805677414, -0.028274131938815117, 0.09597764909267426, -0.049076978117227554, 0.06975383311510086, -0.025679176673293114, 0.06409342586994171, -0.04007304087281227, -0.009720848873257637, -0.042974501848220825, 0.028313903138041496, -0.0036335212644189596, -0.0017797001637518406, 0.11253075301647186, 0.015356708317995071, -0.004705361090600491, 0.01939251273870468, -0.03669436648488045, -0.013450462371110916, 0.07746341079473495, 0.004134071059525013, -0.08391820639371872, 0.014653735794126987, -0.05637703090906143, -0.047098711133003235, -0.02242664247751236, -0.02510884404182434, -0.10351386666297913, 0.0520508773624897, 0.045691002160310745, 0.007909406907856464, -0.12111274898052216, -0.055409226566553116, -0.08727533370256424, -0.020513692870736122, 0.1019299179315567, 0.003321061609312892, 0.037772152572870255, 0.0058311400935053825, 0.10215017944574356, 0.030101321637630463, -2.7438680660907266e-8, -0.07306694239377975, 0.031778812408447266, 0.03733135759830475, 0.06426078081130981, 0.026147017255425453, -0.008175699971616268, 0.015398945659399033, 0.05072946846485138, -0.0302134919911623, 0.03741936758160591, 0.0036504422314465046, -0.06741086393594742, 0.009528578259050846, 0.09329557418823242, 0.034164782613515854, -0.024363171309232712, 0.035466909408569336, -0.009172768332064152, -0.031151756644248962, 0.08129329234361649, -0.032145898789167404, 0.10970707982778549, -0.024896401911973953, -0.08539491891860962, -0.03190462663769722, -0.036232005804777145, -0.01424445677548647, 0.08141861855983734, 0.038645703345537186, -0.03935089334845543, -0.027606472373008728, -0.012241977266967297, 0.008499952964484692, -0.036345306783914566, -0.06792391091585159, 0.031889982521533966, 0.0037293152417987585, -0.006548553239554167, 0.016211658716201782, 0.020698638632893562, -0.028822749853134155, -0.008996723219752312, 0.027311358600854874, 0.11323058605194092, 0.10127667337656021, 0.08739477396011353, -0.02735118381679058, 0.002114284783601761, 0.04627746716141701, 0.013370665721595287, -0.04243142157793045, -0.023501908406615257, -0.005259051453322172, -0.02194327861070633, 0.106351837515831, -0.03336009010672569, -0.00043412783998064697, -0.03608063980937004, -0.010671432130038738, 0.016965052112936974, 0.0030753896571695805, 0.020970311015844345, -0.04729840159416199, 0.09475899487733841 ]
p
Yeah, so to be fair, it was the idea of my client.
[ "tags", "tags/vector-image-search" ]
10,801
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.039760980755090714, -0.08630559593439102, 0.009965983219444752, 0.007569963112473488, 0.1012970432639122, -0.03823886439204216, 0.0006897603743709624, -0.04681692272424698, -0.024456670507788658, -0.10110501199960709, 0.041285257786512375, 0.03231872245669365, 0.0251518115401268, 0.029691094532608986, 0.029323767870664597, -0.010072923265397549, 0.05385639891028404, 0.052349742501974106, -0.052978403866291046, -0.014584420248866081, 0.09198127686977386, -0.02699359692633152, -0.0640207976102829, -0.03454779461026192, 0.08744519203901291, -0.04928762465715408, -0.013023997657001019, 0.07491131126880646, 0.04097567871212959, -0.001365390606224537, -0.013475032523274422, 0.05829254537820816, 0.1274784505367279, 0.0012697289930656552, -0.03217384219169617, -0.013370603322982788, -0.061182837933301926, 0.07182978838682175, 0.010016513988375664, 0.006429886445403099, 0.042548444122076035, 0.02269831672310829, -0.0006638864288106561, -0.04049339517951012, -0.027674829587340355, -0.0475260391831398, -0.020300045609474182, 0.0316590890288353, 0.014324348419904709, 0.014437329024076462, -0.0037008316721767187, 0.039230961352586746, -0.06881602853536606, 0.019173167645931244, 0.00218808650970459, -0.028110863640904427, -0.07020345330238342, 0.0032911712769418955, -0.027139773592352867, -0.007997891865670681, 0.0516008622944355, -0.006676372140645981, -0.09636224806308746, 0.08857674896717072, 0.0894872397184372, 0.03675786778330803, -0.011953690089285374, 0.08332978188991547, -0.030551616102457047, 0.06603782624006271, -0.005450436379760504, 0.03115718811750412, -0.014069050550460815, 0.08886116743087769, -0.004878154490143061, 0.06497795879840851, -0.050503235310316086, -0.01969197206199169, -0.006277859676629305, -0.03488234430551529, -0.007214485201984644, -0.03495337441563606, -0.03679966926574707, -0.015314302407205105, 0.09636607766151428, -0.06091224029660225, 0.005930166691541672, -0.07212276756763458, 0.0052621630020439625, 0.0028264843858778477, -0.08222562819719315, 0.039626672863960266, 0.0583563856780529, -0.0027761373203247786, 0.0024974835105240345, 0.0077629066072404385, -0.04753177985548973, -0.005822221748530865, 0.10390254110097885, 0.06321410089731216, -0.043885450810194016, 0.026112789288163185, -0.004767712205648422, -0.06613495200872421, -0.043871115893125534, -0.07854016125202179, -0.0627504363656044, 0.0872465968132019, -0.027563810348510742, 0.00015781723777763546, -0.07342725992202759, 0.07367424666881561, 0.047350816428661346, -0.00032333171111531556, 0.058586109429597855, 0.05212103947997093, 0.05612888187170029, 0.033928245306015015, 0.11537209898233414, -0.05873832479119301, 0.04578620567917824, 0.036256689578294754, 0.031880367547273636, 0.010692983865737915, 0.04914318397641182, 0.032297905534505844, -0.02344805747270584, 1.6386449795591489e-34, 0.042670655995607376, 0.0095865149050951, 0.036608170717954636, 0.08953336626291275, -0.002049692440778017, 0.048703428357839584, -0.10587368905544281, 0.023467855527997017, 0.020125556737184525, 0.07388380914926529, 0.09414659440517426, 0.03455880284309387, 0.0319889560341835, 0.049634091556072235, 0.04339402914047241, -0.003917975816875696, -0.001720286556519568, 0.055951185524463654, -0.03007502667605877, 0.012516580522060394, 0.06737707555294037, -0.030756767839193344, -0.053793080151081085, 0.06961829215288162, 0.03490866720676422, 0.026820702478289604, 0.04189477488398552, -0.004365771077573299, 0.03334488347172737, 0.057575955986976624, -0.015292923897504807, -0.02765559032559395, -0.08133292198181152, 0.02349572256207466, 0.04535156115889549, 0.10779029875993729, 0.03485450521111488, -0.08831874281167984, -0.0019516367465257645, 0.015872063115239143, -0.04335435479879379, -0.04112420976161957, -0.04195309057831764, -0.034270577132701874, -0.02084488980472088, 0.054002728313207626, -0.03142606467008591, -0.009456699714064598, -0.06292706727981567, 0.09122813493013382, 0.021746749058365822, -0.0284094400703907, -0.03252653777599335, -0.026736147701740265, -0.04701428860425949, -0.06021038070321083, -0.05414078012108803, -0.12604263424873352, 0.06600150465965271, 0.06613139063119888, -0.012033458799123764, 0.01151549443602562, -0.07035902142524719, -0.040446288883686066, -0.08790244162082672, 0.030364995822310448, 0.04787774011492729, -0.013635150156915188, -0.0017615227261558175, -0.02610398270189762, 0.05572528764605522, 0.003340129740536213, -0.046608686447143555, -0.01408324483782053, -0.024571672081947327, 0.011843145824968815, 0.01871582120656967, 0.07187340408563614, 0.028048668056726456, 0.019426420331001282, 0.004250917583703995, -0.05076634883880615, 0.012649593874812126, -0.06297805160284042, -0.057420019060373306, -0.004166046157479286, 0.06605412811040878, 0.002708259504288435, -0.0031694581266492605, -0.06510436534881592, -0.06930921971797943, 0.1038968488574028, -0.1097707748413086, 0.022598598152399063, 0.008662835694849491, -1.4943504077251985e-33, -0.11488593369722366, 0.0504843145608902, 0.053071413189172745, 0.030558928847312927, -0.03428543731570244, -0.005048578605055809, 0.012013455852866173, 0.02696499228477478, 0.061836641281843185, 0.013594025745987892, -0.06850463896989822, -0.06590665876865387, -0.023074692115187645, -0.043083228170871735, -0.013701644726097584, 0.02012927085161209, 0.013731753453612328, -0.04548986256122589, -0.02308879978954792, 0.005623694509267807, -0.030125098302960396, 0.13011300563812256, -0.006723449565470219, 0.011970403604209423, 0.03055795654654503, -0.027103789150714874, -0.0010301212314516306, 0.028289394453167915, -0.0028022497426718473, -0.009944741614162922, 0.036138709634542465, -0.07558683305978775, -0.06997475028038025, -0.09407156705856323, -0.03965325281023979, 0.0478438064455986, 0.04739196598529816, -0.05838179588317871, 0.013543270528316498, -0.04924957826733589, -0.013036499731242657, -0.10958446562290192, -0.11192035675048828, -0.022415457293391228, -0.01128997839987278, -0.10941994190216064, 0.04524378851056099, -0.008947020396590233, -0.012461312115192413, 0.08637534081935883, 0.017973605543375015, -0.0012906327610835433, -0.013750378973782063, -0.03305916115641594, -0.0893738642334938, -0.0058825658634305, 0.1294274628162384, -0.0010868760291486979, -0.026415619999170303, -0.018431181088089943, 0.019694553688168526, 0.0392535999417305, -0.00499706668779254, -0.06287892162799835, -0.026626670733094215, -0.10231504589319229, 0.07422683387994766, -0.04595254734158516, -0.028931960463523865, -0.02985702082514763, 0.08097274601459503, 0.04811306297779083, -0.043617453426122665, -0.07180356234312057, -0.03281698375940323, -0.04169011861085892, 0.06850092858076096, 0.0006800804985687137, -0.01053655706346035, -0.03580112382769585, 0.018532611429691315, -0.03661059960722923, 0.11088251322507858, -0.004113613627851009, -0.06790503859519958, -0.005375443492084742, -0.028012104332447052, 0.015001028776168823, 0.010602360591292381, 0.032945092767477036, -0.10870393365621567, -0.05029580742120743, 0.03128959611058235, 0.041505713015794754, 0.01181004662066698, -3.125329683939526e-8, -0.028905434533953667, 0.053688060492277145, 0.07174985855817795, 0.0427163802087307, -0.04518106207251549, 0.03190125897526741, -0.00979296863079071, 0.08032593131065369, 0.014574950560927391, -0.10262525081634521, 0.03836436942219734, 0.022798247635364532, -0.1138586476445198, 0.01846608705818653, 0.0008308159303851426, -0.0705726370215416, 0.005743355955928564, -0.036809392273426056, -0.03521158546209335, -0.011365874670445919, 0.015047915279865265, 0.10388180613517761, 0.017316410318017006, 0.0031792635563760996, 0.03199493885040283, -0.009757835417985916, 0.02995283156633377, 0.030476482585072517, 0.044732119888067245, -0.10569268465042114, -0.05838285759091377, 0.05393179878592491, -0.12225238233804703, 0.024694085121154785, 0.028345104306936264, 0.022316157817840576, -0.025892462581396103, -0.04858333617448807, -0.031927160918712616, -0.03428269922733307, -0.06292083859443665, -0.08813750743865967, 0.048619844019412994, 0.09535772353410721, 0.06468021869659424, -0.006737133953720331, -0.06171579286456108, -0.13409973680973053, 0.05961255356669426, -0.01918601803481579, -0.054735664278268814, -0.0038227965123951435, 0.02888312377035618, 0.026714159175753593, 0.04366135224699974, -0.04732297360897064, -0.007268659304827452, -0.027983881533145905, 0.086389921605587, 0.027356546372175217, 0.022723030298948288, -0.007955064065754414, -0.02724379301071167, 0.037327371537685394 ]
p
So basically I talk about it a bit later with aggregating all the adverts and trying to deduplicate them.
[ "tags", "tags/vector-image-search" ]
10,802
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.07674343138933182, -0.03238349035382271, -0.022106865420937538, -0.022529320791363716, 0.01573701575398445, 0.015200676396489143, 0.008613820187747478, 0.04997030645608902, -0.002209348138421774, -0.04185239598155022, 0.004380105063319206, 0.09578844904899597, 0.015496671199798584, 0.03441791236400604, -0.05189843103289604, -0.008142574690282345, -0.024196133017539978, -0.031219135969877243, 0.01989649049937725, 0.02256820537149906, 0.04968736320734024, 0.07671810686588287, 0.06714515388011932, 0.011926237493753433, -0.02424645982682705, 0.12940789759159088, -0.04402685537934303, -0.07488282024860382, 0.023567304015159607, 0.0008988662739284337, 0.01922372356057167, 0.15755267441272736, -0.042100220918655396, -0.010014005936682224, -0.00578218512237072, 0.04704635962843895, -0.09443732351064682, 0.11249716579914093, -0.021900741383433342, -0.032406311482191086, -0.05064282938838005, -0.11077169328927994, -0.012272177264094353, 0.012050538323819637, 0.06832597404718399, -0.1404067873954773, -0.05998937413096428, -0.04700124263763428, 0.05221081152558327, -0.0069848308339715, -0.03348309546709061, -0.10962694883346558, -0.0008432148606516421, 0.02293037250638008, -0.008244173601269722, -0.010679462924599648, -0.049912143498659134, 0.009003308601677418, -0.05673021450638771, 0.00556139275431633, 0.02105424366891384, 0.026146160438656807, -0.08450403064489365, 0.03192921355366707, 0.08747657388448715, 0.047458697110414505, 0.018877411261200905, 0.02148066647350788, -0.0010908739641308784, -0.004358400125056505, -0.059857770800590515, -0.030388889834284782, -0.03712291270494461, 0.04464125260710716, 0.07788218557834625, 0.07704014331102371, -0.037918176501989365, -0.005150889977812767, 0.013279842212796211, -0.0611010417342186, 0.05595872551202774, -0.04766932874917984, 0.0014778486220166087, 0.0369868241250515, -0.013936140574514866, 0.043823786079883575, -0.03522295132279396, -0.02220902219414711, -0.044322866946458817, -0.05582883208990097, 0.022584134712815285, -0.0161431897431612, 0.025248205289244652, 0.004918570164591074, -0.04762251675128937, -0.06694959104061127, -0.013216234743595123, -0.008060557767748833, -0.003274432849138975, 0.05178051069378853, -0.035041771829128265, -0.021659960970282555, 0.06604252755641937, -0.043012864887714386, -0.02081434428691864, -0.06895364820957184, 0.057151298969984055, -0.04299939051270485, 0.06673768162727356, 0.009663731791079044, -0.03895803540945053, -0.01583275757730007, 0.043593257665634155, 0.014224469661712646, 0.0539892204105854, 0.09579367190599442, 0.00649130018427968, 0.028980471193790436, 0.09049179404973984, -0.02421633154153824, -0.05214845389127731, -0.037153974175453186, 0.03091077134013176, -0.049825605005025864, -0.03724931180477142, -0.0396948866546154, -0.04138980060815811, -4.458755132476541e-33, -0.040245961397886276, 0.021022101864218712, 0.05500417947769165, 0.12361326068639755, 0.061586685478687286, -0.02691515162587166, 0.049651823937892914, 0.03523467108607292, -0.006945324130356312, -0.06915099918842316, -0.07129916548728943, 0.07507730275392532, -0.04372361674904823, 0.11362584680318832, 0.030745184049010277, -0.08103592693805695, -0.034512050449848175, 0.08255099505186081, 0.03206884488463402, -0.006942105945199728, -0.03725997358560562, -0.008494311012327671, 0.003373910905793309, 0.004197122063487768, 0.03547269478440285, 0.08875227719545364, 0.03584498167037964, 0.010812308639287949, 0.03507206588983536, 0.008780923672020435, -0.04492415487766266, 0.14829236268997192, -0.0169785525649786, -0.039436258375644684, -0.08232471346855164, 0.10304021835327148, 0.037540171295404434, -0.09531214833259583, 0.011537110432982445, 0.025919238105416298, 0.0010361074237152934, 0.10638659447431564, 0.05434228107333183, -0.050863977521657944, 0.031062345951795578, 0.004788219928741455, 0.015362054109573364, 0.030569013208150864, -0.004212860018014908, 0.024578634649515152, 0.01589054800570011, 0.060442812740802765, -0.10314271599054337, -0.07326292991638184, 0.02553134225308895, 0.030908755958080292, -0.10466644912958145, 0.008559690788388252, 0.0701746791601181, 0.017257023602724075, 0.05856633931398392, 0.08113855123519897, -0.02557232230901718, 0.025274284183979034, -0.009587579406797886, 0.11326974630355835, 0.026334958150982857, -0.07323478162288666, 0.06065116450190544, 0.09887751191854477, -0.11235076189041138, -0.034389376640319824, 0.0033957103732973337, -0.04493755102157593, 0.05069265142083168, 0.0041517289355397224, -0.021933121606707573, -0.024372465908527374, -0.00723894452676177, 0.005350121296942234, -0.03591199219226837, -0.0669989064335823, -0.00306987133808434, 0.026273488998413086, -0.034758154302835464, -0.05905801057815552, 0.08804840594530106, -0.06661433726549149, -0.0655851662158966, -0.014982291497290134, -0.04336130619049072, 0.023399822413921356, -0.06982281804084778, 0.037706006318330765, 0.013068742118775845, 2.166975530269908e-33, 0.012538601644337177, -0.08812820911407471, -0.030442412942647934, 0.0010704993037506938, 0.09608401358127594, -0.0023120788391679525, -0.02986850216984749, -0.06948485225439072, 0.04136113077402115, 0.06396133452653885, 0.02013416588306427, -0.024170346558094025, 0.020929040387272835, -0.008636744692921638, -0.03411569818854332, -0.03245142474770546, 0.00025979019119404256, -0.09510484337806702, -0.08004015684127808, 0.047626882791519165, 0.020107440650463104, 0.08783464133739471, -0.03355172649025917, -0.0018809785833582282, -0.0016907325480133295, 0.03972332179546356, 0.01518215425312519, -0.07258892059326172, -0.052097342908382416, -0.04148165509104729, -0.021962672472000122, -0.03731455281376839, -0.08953084796667099, -0.026113362982869148, -0.09382657706737518, 0.09070421010255814, 0.030912140384316444, -0.08126772195100784, -0.08383838087320328, -0.06367659568786621, 0.06167108193039894, -0.014174271374940872, -0.030456462875008583, 0.03899496793746948, -0.0056741624139249325, -0.016789281740784645, -0.03832860291004181, 0.10165564715862274, -0.012386162765324116, -0.02148395963013172, 0.04311642423272133, 0.016405198723077774, -0.0334770604968071, -0.09241718798875809, -0.010181915946304798, -0.028731096535921097, 0.04209689050912857, -0.11994493752717972, 0.03317473828792572, 0.038389597088098526, -0.05689407140016556, -0.008229685947299004, -0.07057564705610275, -0.0025158473290503025, -0.003492270829156041, -0.05865649878978729, 0.06631030887365341, 0.1055510863661766, -0.021730288863182068, -0.006159369833767414, 0.04152354970574379, 0.03956770524382591, 0.05093822628259659, 0.02065655216574669, -0.02747417241334915, -0.0016592299798503518, -0.011688824743032455, -0.0020645172335207462, -0.006962137296795845, -0.10828109830617905, -0.02417961321771145, -0.09470409154891968, 0.016334669664502144, 0.09314703196287155, -0.04032084718346596, 0.03499707952141762, 0.03597015142440796, -0.021316807717084885, -0.021115705370903015, 0.021338211372494698, -0.06008188799023628, -0.03657211735844612, -0.03507639840245247, 0.05311357602477074, 0.025131065398454666, -1.881846323215086e-8, 0.08454030752182007, 0.03549397736787796, 0.04562593623995781, -0.007102711126208305, -0.012324046343564987, 0.03183896094560623, -0.08582621812820435, 0.1374252438545227, -0.015170355327427387, -0.00917848851531744, -0.02910780906677246, 0.08811528235673904, -0.02821626327931881, 0.10836189985275269, -0.012219344265758991, -0.01034905668348074, 0.05522258207201958, 0.025563137605786324, -0.04280073568224907, -0.008783652447164059, -0.014649461023509502, 0.058135323226451874, 0.05755132809281349, -0.045162513852119446, 0.015078111551702023, 0.013802632689476013, 0.02195735089480877, 0.00971937645226717, 0.03141574189066887, 0.01906445622444153, 0.022635115310549736, 0.002964084967970848, 0.012881363742053509, 0.004193238914012909, 0.03165168687701225, -0.019615737721323967, -0.025167346000671387, -0.0045305839739739895, -0.027953028678894043, -0.01482411939650774, -0.05526366084814072, 0.01235711295157671, -0.020246174186468124, 0.05154358968138695, 0.014290466904640198, -0.05135055631399155, -0.00381846004165709, -0.029057757928967476, 0.014935888350009918, -0.06729058921337128, -0.06362501531839371, -0.02382344752550125, 0.03634359687566757, -0.02854028157889843, 0.07644770294427872, 0.0435253269970417, -0.004123516380786896, -0.03226279094815254, -0.0253918394446373, -0.05151935666799545, 0.10984709113836288, 0.021280009299516678, 0.01063529122620821, 0.05929911509156227 ]
p
And then the last two projects are about drugs retrieval, augmented generation.
[ "tags", "tags/vector-image-search" ]
10,803
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.07653442025184631, 0.05863519757986069, 0.005276258569210768, 0.006338430102914572, 0.03153091296553612, 0.011445075273513794, -0.0032049778383225203, 0.11260821670293808, 0.06543763726949692, -0.004800403956323862, -0.018585670739412308, 0.07822968810796738, 0.012525861151516438, 0.007794119883328676, 0.07847130298614502, -0.008804802782833576, -0.012235866859555244, -0.09078511595726013, -0.008811570703983307, 0.036465104669332504, 0.03860171511769295, 0.04557095840573311, 0.021166512742638588, 0.01904192566871643, -0.05334266275167465, -0.013788030482828617, -0.08883540332317352, -0.027705688029527664, 0.05423795431852341, 0.030253808945417404, -0.010086117312312126, 0.06701720505952835, 0.01945984736084938, 0.0364379845559597, -0.00019256315135862678, -0.021564271301031113, 0.055716436356306076, 0.001397628802806139, -0.030373351648449898, -0.055843204259872437, -0.08883077651262283, -0.05312928929924965, -0.048979371786117554, 0.013354504480957985, -0.06849386543035507, -0.016296343877911568, -0.015559119172394276, -0.039724625647068024, 0.005298812408000231, 0.054420072585344315, -0.0830095037817955, -0.05347883328795433, -0.03198230639100075, -0.04390854015946388, 0.01585875079035759, 0.023444069549441338, -0.026916148141026497, -0.028208527714014053, -0.030676105991005898, -0.02049432322382927, -0.013920160941779613, -0.03333768621087074, -0.0871114507317543, 0.12870356440544128, 0.06319784373044968, 0.023590371012687683, 0.03192220255732536, 0.06164231151342392, -0.013684962876141071, -0.06042833626270294, -0.08246727287769318, -0.006107902619987726, 0.008714609779417515, -0.027278371155261993, 0.05783024802803993, -0.04607866331934929, -0.03497778996825218, 0.05026063695549965, 0.0041109188459813595, -0.04920344054698944, 0.027182551100850105, 0.07631441950798035, 0.01592404954135418, 0.060396887362003326, -0.02196422778069973, 0.032514918595552444, 0.09448597580194473, -0.045943617820739746, 0.03278670832514763, 0.018500931560993195, 0.06281650066375732, -0.1257372349500656, -0.017585061490535736, -0.03802046552300453, -0.058568116277456284, 0.07113377004861832, 0.03480808064341545, -0.05510422959923744, 0.05179167538881302, 0.04785766452550888, 0.05959942564368248, -0.028757166117429733, 0.0782916247844696, -0.01913168840110302, -0.06354740262031555, -0.032928839325904846, -0.025470299646258354, -0.02369404397904873, 0.0584581233561039, -0.01349047664552927, -0.0019095024326816201, -0.016518618911504745, -0.07195255905389786, -0.0031678155064582825, -0.05561722069978714, 0.049337275326251984, -0.025994718074798584, 0.04178103059530258, 0.06991367042064667, -0.04434046894311905, -0.012342719361186028, 0.0547991506755352, -0.04951047897338867, -0.03431069105863571, -0.005314446520060301, -0.0038969614543020725, -0.06558530032634735, -5.318951409023567e-33, 0.05704255402088165, 0.05244294926524162, -0.018427575007081032, 0.007806171663105488, 0.010340933687984943, 0.003692587139084935, -0.03703523799777031, -0.00022300200362224132, -0.028683383017778397, -0.08060716837644577, 0.047417882829904556, 0.03294961526989937, 0.08929073065519333, 0.018194498494267464, -0.04994087293744087, 0.04204509034752846, -0.10301528126001358, 0.09148308634757996, 0.032459404319524765, -0.033812396228313446, 0.06271196901798248, -0.09640014916658401, 0.07065801322460175, 0.033889226615428925, 0.07175317406654358, 0.05047985538840294, 0.023642713204026222, -0.013584207743406296, 0.030893974006175995, -0.0013264379231259227, -0.0059557040221989155, -0.02152746543288231, -0.056606732308864594, -0.05467519164085388, 0.031318966299295425, 0.07817117124795914, -0.00994083657860756, -0.08485233038663864, 0.057136453688144684, -0.06485531479120255, -0.030343642458319664, -0.037896040827035904, -0.02069215103983879, 0.00379704381339252, 0.01915828511118889, -0.0002716765447985381, -0.0006346241571009159, -0.03799591585993767, 0.06923457980155945, 0.0068997787311673164, -0.015362739562988281, -0.02464027889072895, -0.0003856312541756779, -0.028808318078517914, 0.09391821920871735, -0.014236511662602425, -0.016697119921445847, 0.002683789236471057, -0.01652706041932106, -0.0012942879693582654, -0.025924500077962875, 0.022463317960500717, 0.014918943867087364, 0.04313647747039795, -0.10215264558792114, -0.017006104812026024, -0.03486814349889755, 0.04329301044344902, 0.1543245166540146, -0.03538893908262253, -0.06270397454500198, -0.0016195845091715455, -0.04740495607256889, 0.0007969787693582475, -0.030906641855835915, 0.025168897584080696, -0.058343544602394104, -0.035706132650375366, 0.005620674230158329, 0.034701116383075714, -0.043875157833099365, -0.02672554925084114, 0.025860194116830826, 0.07503506541252136, 0.041140586137771606, 0.002648476744070649, 0.1082768589258194, 0.021284906193614006, -0.04703117161989212, -0.026132866740226746, 0.016097143292427063, 0.03482164815068245, -0.08040749281644821, 0.017264410853385925, 0.0036724668461829424, 2.305846045153153e-33, -0.02481113001704216, -0.12048817425966263, -0.06959372758865356, 0.044324956834316254, -0.014398288913071156, 0.04511060565710068, 0.04111448675394058, 0.01925146020948887, 0.019552066922187805, 0.06797313690185547, 0.0027617046143859625, 0.001324562937952578, -0.08003514260053635, 0.0059898230247199535, -0.03292088583111763, -0.025467678904533386, -0.10295441001653671, -0.07320675998926163, -0.005227311048656702, 0.015360982157289982, -0.08939182013273239, 0.09287441521883011, -0.010477191768586636, 0.07851998507976532, 0.011813143268227577, -0.0003990660479757935, -0.06144854798913002, -0.05643719807267189, -0.0017755470471456647, -0.006732717622071505, 0.0015572361880913377, -0.06927613168954849, -0.16310791671276093, 0.014349223114550114, 0.012278425507247448, -0.03501737117767334, 0.009619605727493763, 0.08023775368928909, -0.03476804122328758, 0.043568965047597885, 0.03917688876390457, -0.008153782226145267, -0.017144493758678436, -0.04098084568977356, -0.10804033279418945, -0.006985585205256939, 0.06715421378612518, -0.018566157668828964, 0.03212036192417145, -0.01147885899990797, 0.03191656991839409, -0.026775289326906204, 0.08143779635429382, -0.0872567817568779, -0.08258812129497528, 0.033956512808799744, 0.013447478413581848, -0.018287189304828644, 0.005958908703178167, 0.054560586810112, 0.09318283945322037, 0.0911010131239891, 0.044145356863737106, 0.008376306854188442, 0.043703481554985046, -0.08613074570894241, -0.022325653582811356, 0.04898516461253166, -0.07373599708080292, 0.05808085948228836, 0.017930254340171814, -0.07510542869567871, -0.042816419154405594, 0.02628982998430729, 0.07822851091623306, -0.0016332482919096947, 0.030456647276878357, -0.13196806609630585, -0.09320580959320068, -0.07915222644805908, -0.03358731046319008, -0.000962544756475836, 0.015289271250367165, 0.07633735984563828, 0.06040646508336067, -0.06284881383180618, -0.02679584175348282, 0.03751641511917114, 0.05671196058392525, -0.004541780799627304, -0.020047495141625404, 0.012038594111800194, -0.008067931048572063, 0.12564435601234436, -0.09909477084875107, -2.2408904953863384e-8, -0.02044008858501911, 0.025453416630625725, 0.02305055782198906, 0.05137810483574867, -0.05864591896533966, 0.008874240331351757, 0.0037011292297393084, 0.028350647538900375, 0.0012434981763362885, -0.016513926908373833, 0.02179027535021305, -0.10000783205032349, -0.09435861557722092, 0.0566520169377327, 0.06537557393312454, 0.023752106353640556, -0.03523467108607292, 0.010549783706665039, -0.06136305257678032, -0.03321302309632301, -0.025392914190888405, -0.02950378507375717, -0.03871062025427818, 0.050994329154491425, 0.04767170920968056, 0.04738059639930725, 0.025470098480582237, 0.15157769620418549, -0.0019973386079072952, -0.06862878054380417, -0.014265528880059719, 0.00896627176553011, -0.02736079692840576, 0.06263036280870438, 0.04123372957110405, 0.06300326436758041, -0.059774916619062424, -0.015920035541057587, 0.019362637773156166, -0.07920300960540771, -0.061150506138801575, 0.03216737136244774, 0.01733085699379444, 0.04013879597187042, 0.05731518566608429, 0.02782261185348034, -0.03746259957551956, -0.013518630526959896, -0.04491337388753891, 0.006773917470127344, -0.0561605803668499, -0.06298908591270447, 0.12694832682609558, 0.06161316856741905, -0.017828654497861862, 0.0605047233402729, 0.04879054054617882, 0.01608571782708168, 0.025410188362002373, -0.026794856414198875, 0.07768011838197708, 0.07768687605857849, 0.06762146204710007, 0.054768845438957214 ]
p
So the idea to be able to ask questions to your documentation.
[ "tags", "tags/vector-image-search" ]
10,804
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.10541129857301712, 0.06331144273281097, -0.006817684508860111, -0.02713203802704811, 0.04958422854542732, 0.012591579928994179, 0.010260469280183315, 0.08247744292020798, 0.07004518061876297, -0.0985218733549118, 0.05691545084118843, 0.06064550206065178, 0.007762146648019552, -0.020499955862760544, -0.049057599157094955, -0.033899322152137756, -0.046573806554079056, -0.036896560341119766, 0.0489192008972168, 0.016406238079071045, 0.06260328739881516, 0.07725497335195541, -0.02316838875412941, 0.02336251363158226, 0.032464347779750824, 0.022707127034664154, -0.03714500740170479, 0.07717284560203552, 0.01766182854771614, 0.0029617403633892536, 0.008678441867232323, -0.004670646972954273, 0.04464844614267349, -0.020066024735569954, 0.047077443450689316, -0.012785379774868488, 0.023495716974139214, 0.0429607555270195, -0.031804487109184265, 0.011198232881724834, -0.01922408863902092, -0.08617425709962845, 0.017192400991916656, 0.03074660152196884, 0.008452433161437511, 0.009065271355211735, -0.028264300897717476, -0.020953506231307983, -0.011249090544879436, 0.07500911504030228, -0.057619497179985046, -0.034642986953258514, -0.038207728415727615, 0.04939284548163414, 0.0324515737593174, 0.010371720418334007, -0.06004856154322624, 0.017095742747187614, -0.08984190970659256, 0.0009589677792973816, -0.01832074485719204, 0.014366580173373222, -0.016832927241921425, 0.10511397570371628, 0.08221673220396042, -0.0005618822178803384, 0.0015391303459182382, -0.029826216399669647, 0.0054123131558299065, -0.04955734312534332, -0.08477424085140228, -0.07858218252658844, -0.011911418288946152, 0.060788143426179886, -0.024247270077466965, 0.008691742084920406, -0.007413413375616074, 0.010642713867127895, -0.06423693150281906, -0.13432486355304718, -0.012479495257139206, 0.052668243646621704, 0.0047284020110964775, 0.024936599656939507, -0.07201094180345535, 0.029290901497006416, 0.045951277017593384, -0.020797042176127434, 0.028301814571022987, -0.0040864055044949055, 0.12913094460964203, -0.07828286290168762, 0.09386985749006271, 0.012597579509019852, -0.07092544436454773, 0.0023811515420675278, -0.057438287883996964, 0.011146210134029388, 0.08329737931489944, 0.018990533426404, 0.016145821660757065, -0.061783768236637115, 0.07337775081396103, 0.036068934947252274, -0.004403230268508196, -0.0631847232580185, -0.06498061865568161, -0.06080394983291626, 0.08003532886505127, 0.03511732816696167, -0.01660628616809845, 0.06057404354214668, -0.069833904504776, -0.007629789877682924, -0.05449475347995758, 0.050885941833257675, -0.05731447413563728, 0.059524230659008026, 0.13219189643859863, 0.023716263473033905, -0.028040777891874313, -0.010817073285579681, -0.011599655263125896, -0.08133764564990997, -0.09957128018140793, -0.099301777780056, -0.04774990305304527, -4.876627211146541e-33, 0.01260905247181654, 0.051952753216028214, -0.01859692670404911, 0.06500447541475296, 0.0926685780286789, 0.030608465895056725, -0.014348517172038555, 0.03898708149790764, -0.025309428572654724, 0.019531287252902985, -0.027257908135652542, 0.10685558617115021, 0.02032247930765152, 0.009243986569344997, -0.09935203939676285, 0.04728034883737564, -0.05869311839342117, 0.10525447130203247, -0.003450338263064623, 0.033958759158849716, 0.004758061841130257, 0.051074281334877014, 0.03505650535225868, 0.0919685959815979, 0.07958988100290298, 0.03235837072134018, 0.023489350453019142, 0.014037393033504486, 0.016566099599003792, -0.008128184825181961, 0.072902612388134, -0.02709084190428257, 0.055339280515909195, -0.08138831704854965, 0.060008153319358826, 0.06788760423660278, -0.025051619857549667, -0.12936647236347198, -0.0022871815599501133, -0.03477735444903374, -0.06469724327325821, 0.014762488193809986, 0.0792245864868164, -0.002944563515484333, 0.0791105180978775, -0.007440473884344101, -0.09722001105546951, 0.051926981657743454, 0.12000729888677597, 0.02251429297029972, -0.057298000901937485, -0.017364026978611946, 0.0522550493478775, -0.04402966797351837, 0.03617768734693527, -0.04724130034446716, 0.01900731585919857, -0.026812167838215828, -0.04723675176501274, -0.01606057584285736, -0.008785780519247055, 0.06932394951581955, 0.0346720814704895, -0.04513118416070938, -0.026080120354890823, -0.016212664544582367, -0.041369084268808365, -0.06474582850933075, 0.0943865105509758, -0.025208108127117157, -0.06799358129501343, 0.032773181796073914, 0.025749044492840767, -0.003979278728365898, -0.005243933293968439, -0.044550150632858276, -0.05918841063976288, 0.0038090115413069725, -0.09745143353939056, -0.01858541928231716, -0.06897532194852829, 0.031110629439353943, -0.03724024444818497, 0.09848150610923767, -0.007581526413559914, 0.05640353262424469, 0.06135600432753563, -0.0116807846352458, -0.022364193573594093, 0.024213390424847603, -0.055926211178302765, 0.09715702384710312, -0.047022655606269836, 0.008088940754532814, -0.00024690275313332677, 1.760156588246492e-33, -0.041782259941101074, -0.02527921088039875, 0.01739378459751606, 0.014034193940460682, 0.028706230223178864, 0.04487115144729614, 0.057763997465372086, -0.03291686996817589, 0.031133580952882767, 0.0638398602604866, 0.07518139481544495, 0.00012804355355910957, -0.08056209981441498, -0.08693718910217285, -0.060254987329244614, -0.03171129897236824, -0.01930229924619198, -0.07386916130781174, -0.030209291726350784, 0.042247261852025986, -0.055488862097263336, 0.09626861661672592, -0.013145423494279385, 0.08337511867284775, 0.01262253150343895, 0.016026681289076805, -0.0019780765287578106, -0.064470574259758, -0.01669931784272194, -0.01737557351589203, -0.00319381314329803, 0.038157105445861816, -0.09316898137331009, 0.048268985003232956, -0.04971826821565628, -0.05275464057922363, -0.024149401113390923, -0.028344621881842613, 0.028303751721978188, -0.02422497794032097, 0.05314960703253746, 0.026392659172415733, 0.09473728388547897, 0.028355726972222328, -0.0727202296257019, -0.06886598467826843, -0.049332477152347565, -0.11179909855127335, 0.02647186443209648, -0.04957347735762596, -0.0664297342300415, -0.03974912315607071, -0.03767573833465576, -0.0031450025271624327, -0.09011967480182648, 0.014997926540672779, 0.017755091190338135, -0.049224916845560074, -0.0036489826161414385, -0.013287209905683994, 0.011990160681307316, 0.05925150215625763, -0.050361428409814835, 0.09295634925365448, -0.08832687884569168, -0.0770019143819809, 0.07847858220338821, -0.014572139829397202, -0.0736590251326561, -0.007979685440659523, -0.08908025175333023, -0.013890847563743591, -0.0016896193847060204, -0.029250051826238632, 0.010628357529640198, -0.044108495116233826, 0.04324943572282791, -0.027665503323078156, -0.09734727442264557, -0.051814060658216476, -0.003973432816565037, -0.022727040573954582, -0.005644524935632944, 0.15513278543949127, -0.05557367205619812, 0.005797164048999548, 0.0277000293135643, -0.025451114401221275, 0.013699970208108425, 0.031357597559690475, -0.01576300337910652, 0.033907048404216766, -0.042598504573106766, 0.07302787899971008, -0.03177769482135773, -2.1996406474045216e-8, -0.014411957003176212, 0.022739628329873085, 0.03845204785466194, -0.061478715389966965, -0.03114916756749153, -0.06112055853009224, -0.07479775696992874, 0.05235111713409424, -0.02241531014442444, -0.00987928919494152, -0.03369174897670746, 0.04343493655323982, -0.09931302070617676, -0.03219369798898697, 0.026167552918195724, 0.016341187059879303, -0.04847386106848717, 0.0141403554007411, -0.016051193699240685, -0.0022073902655392885, -0.021311884745955467, 0.03472209349274635, 0.01327873207628727, -0.0398862287402153, 0.00440991809591651, 0.04502684995532036, 0.06271101534366608, 0.11591313034296036, -0.0008792896405793726, -0.05719679221510887, 0.02864181250333786, 0.08488690853118896, 0.07046061754226685, -0.020935678854584694, 0.014318536035716534, -0.0352013036608696, 0.00805610790848732, -0.030270544812083244, 0.048461463302373886, 0.018601177260279655, 0.029479026794433594, -0.03980854153633118, 0.009851153939962387, 0.061213135719299316, 0.06534641981124878, 0.011140169575810432, -0.06350831687450409, -0.002929994836449623, -0.01570841856300831, -0.05895059555768967, -0.02036449871957302, -0.02290625125169754, 0.0781477615237236, 0.04424270987510681, -0.0870252475142479, 0.0026748115196824074, 0.03718346729874611, -0.03941059112548828, 0.0058327047154307365, -0.01052927691489458, 0.049585971981287, 0.0514649860560894, 0.022432364523410797, 0.014392600394785404 ]
p
The first one was for my company’s documentation and the second one was for a medical company.
[ "tags", "tags/vector-image-search" ]
10,805
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.009704090654850006, -0.00180855393409729, -0.008673842996358871, 0.052835267037153244, -0.057977061718702316, -0.05596240982413292, -0.054983142763376236, -0.06527350097894669, 0.11508625745773315, -0.006745317485183477, 0.08902056515216827, 0.028761738911271095, -0.049644868820905685, 0.06652112305164337, 0.056184183806180954, -0.12396996468305588, -0.03506934642791748, -0.05271058529615402, -0.11558010429143906, 0.0982162207365036, 0.05925750359892845, 0.009255444630980492, -0.02527804858982563, 0.005473923869431019, -0.036637142300605774, 0.025407172739505768, -0.009946383535861969, 0.033045265823602676, 0.07427514344453812, -0.09969188272953033, 0.045966099947690964, 0.10709431022405624, -0.0575224794447422, -0.010969026014208794, -0.018710816279053688, 0.08432212471961975, 0.0313989520072937, 0.04522529989480972, 0.03169748932123184, -0.026884719729423523, 0.049643173813819885, -0.013088519684970379, -0.0025654828641563654, 0.0283461082726717, 0.008206495083868504, -0.018066376447677612, -0.06492798775434494, 0.007004877086728811, 0.005805451888591051, -0.045561302453279495, -0.06540464609861374, 0.040697697550058365, -0.0728258490562439, 0.020406503230333328, 0.07331456989049911, 0.04025176540017128, -0.0456828698515892, 0.08061625063419342, 0.0199106577783823, -0.02878863736987114, 0.03970807418227196, -0.06211429461836815, 0.03561681509017944, 0.01361051294952631, 0.0929717943072319, -0.012087239883840084, -0.0034180772490799427, -0.014573540538549423, -0.011408211663365364, 0.02783769555389881, -0.040606483817100525, 0.05395684763789177, -0.06214197352528572, 0.059820160269737244, 0.0584176629781723, -0.022109255194664, 0.0046095517463982105, 0.042057279497385025, -0.008959884755313396, 0.042088959366083145, -0.012703917920589447, -0.00992081593722105, 0.042352475225925446, 0.009906959719955921, 0.03067474626004696, 0.008891478180885315, 0.02623535692691803, -0.0634845420718193, 0.03269198536872864, 0.02760646678507328, -0.07089102268218994, 0.001326121506281197, 0.04807088151574135, -0.05891139432787895, 0.042942821979522705, 0.03871980682015419, 0.0160966906696558, 0.02499506250023842, 0.08387457579374313, 0.09783653169870377, -0.027154898270964622, 0.026324765756726265, 0.03401220589876175, -0.04462846741080284, 0.006752118933945894, -0.005245900247246027, 0.060822710394859314, -0.05514289811253548, -0.026048598811030388, -0.031086457893252373, -0.07641593366861343, -0.023882122710347176, 0.050685107707977295, -0.07437387853860855, 0.01355771068483591, 0.0013303939485922456, 0.059127919375896454, 0.06916332989931107, 0.056550152599811554, 0.052427440881729126, 0.03344111517071724, -0.020803144201636314, -0.06017342209815979, 0.0508488193154335, 0.018867475911974907, -0.01965154893696308, -0.00691427243873477, -3.520239340754073e-33, -0.06023598834872246, 0.012391305528581142, -0.051898881793022156, 0.0237815510481596, 0.035775553435087204, -0.019434913992881775, -0.054496169090270996, 0.037316545844078064, 0.056495681405067444, 0.07084037363529205, 0.013685564510524273, 0.11135128140449524, 0.01262182928621769, 0.007937024347484112, 0.0594504289329052, 0.033418118953704834, -0.05333956703543663, 0.03486333042383194, 0.051286306232213974, 0.016388211399316788, 0.0982573851943016, 0.03215029090642929, -0.03946763649582863, -0.015559178777039051, 0.052234601229429245, -0.022558297961950302, 0.10590960830450058, -0.0037477922160178423, -0.0623650886118412, -0.02265787497162819, 0.05961141735315323, 0.05798222869634628, -0.04042133688926697, -0.02206738106906414, 0.06564852595329285, 0.07402891665697098, 0.0039601679891347885, -0.10592302680015564, 0.0023544561117887497, -0.06357099115848541, -0.05017692968249321, -0.005735935177654028, -0.045552417635917664, 0.05085761845111847, 0.006997877266258001, 0.0325067974627018, 0.08588582277297974, -0.015002627857029438, -0.08674369752407074, -0.04291199520230293, -0.06092848628759384, 0.02124779112637043, 0.016497215256094933, 0.023441243916749954, 0.041805099695920944, 0.047194529324769974, -0.013794232159852982, 0.04612052068114281, -0.019185004755854607, 0.053685009479522705, -0.037152573466300964, 0.009753185324370861, -0.009650765918195248, 0.017750782892107964, -0.07289251685142517, 0.022368762642145157, -0.07609555870294571, -0.0007951755542308092, -0.0007031483692117035, 0.01386306993663311, -0.019139103591442108, 0.03423783928155899, -0.04578150063753128, -0.004289670847356319, -0.05324554070830345, -0.021457267925143242, -0.041055623441934586, -0.09303058683872223, -0.045114919543266296, 0.007878205738961697, -0.08181002736091614, 0.015607256442308426, 0.05111462622880936, -0.0073289331048727036, -0.027928153052926064, -0.019086776301264763, 0.06304070353507996, 0.006256138440221548, 0.02951476350426674, -0.07511702179908752, -0.05891932174563408, 0.03618980944156647, 0.08794878423213959, -0.1259790062904358, -0.01299822423607111, 1.3025517903282416e-33, -0.1689481884241104, -0.0429786741733551, -0.03496312350034714, 0.0020003505051136017, -0.0016996824415400624, 0.03932853415608406, -0.042190100997686386, -0.06350769102573395, -0.07216311246156693, 0.059754516929388046, 0.020937837660312653, -0.002100897254422307, -0.0369471050798893, 0.005553032271564007, -0.010388354770839214, 0.00713665597140789, 0.06641258299350739, 0.00774302426725626, 0.001596083864569664, -0.014897244051098824, -0.009904973208904266, 0.09693595767021179, -0.024022191762924194, 0.04832001030445099, -0.05849429965019226, 0.11865749955177307, -0.10478098690509796, -0.0373336598277092, -0.006867783144116402, 0.05863441154360771, -0.024157006293535233, -0.09782114624977112, -0.08096113801002502, -0.03447059169411659, -0.07463332265615463, 0.02580888569355011, -0.05426366627216339, -0.013151911087334156, -0.008179523050785065, -0.06902607530355453, -0.0527232326567173, -0.07697751373052597, -0.0038716550916433334, 0.05102229863405228, 0.06397946178913116, -0.028158076107501984, 0.0583617202937603, 0.07943412661552429, -0.018270622938871384, 0.007726623211055994, -0.06438038498163223, -0.09095806628465652, -0.03317159786820412, -0.1069289892911911, -0.030948884785175323, -0.03662079945206642, 0.11848738044500351, -0.08804634213447571, -0.06050731986761093, 0.008998977020382881, -0.03374435007572174, -0.04032892361283302, 0.035559214651584625, 0.02508036606013775, -0.028888151049613953, -0.02698792889714241, -0.02301930822432041, -0.0616116002202034, -0.03028707206249237, -0.012836185283958912, 0.09547998756170273, -0.08857802301645279, -0.0662696361541748, -0.005150194745510817, -0.0037726538721472025, -0.020538857206702232, 0.047973643988370895, 0.04836469888687134, -0.02333620749413967, 0.005684480536729097, 0.036944832652807236, -0.08971208333969116, 0.04569243639707565, -0.05531174689531326, 0.010396050289273262, 0.04742031916975975, -0.0946139246225357, 0.011332203634083271, 0.05288916826248169, 0.02342470921576023, -0.027621598914265633, 0.06130843237042427, -0.03379850834608078, 0.013313773088157177, -0.013460378162562847, -2.0453972737755066e-8, 0.02258678339421749, -0.05170717090368271, 0.01915103569626808, -0.056432247161865234, 0.002884642221033573, 0.03138605132699013, -0.027813207358121872, -0.006195208057761192, -0.0808020532131195, 0.07164420187473297, -0.017332427203655243, 0.06906058639287949, -0.012936104089021683, 0.044966500252485275, 0.10251134634017944, 0.052440185099840164, -0.06191391497850418, -0.044648632407188416, -0.02230018377304077, 0.05429936945438385, -0.006595748011022806, 0.050293371081352234, -0.03929535299539566, -0.01772923581302166, -0.01624928042292595, 0.0063526867888867855, -0.04626007750630379, -0.026685388758778572, -0.03668533265590668, 0.08464686572551727, 0.05300550535321236, 0.05413893237709999, -0.05992230400443077, 0.06152462959289551, 0.01761917769908905, -0.011424236930906773, -0.00001277572209801292, -0.004140461795032024, 0.014941208064556122, -0.05150023102760315, -0.06022538244724274, -0.0370841883122921, 0.039886653423309326, 0.06780064851045609, 0.07481572777032852, 0.018126796931028366, 0.001227542874403298, -0.0021842550486326218, 0.04371572658419609, 0.06444289535284042, -0.011519262567162514, 0.07179629802703857, -0.007356787100434303, 0.015955742448568344, 0.12196814268827438, 0.02854776754975319, -0.011874547228217125, -0.054591432213783264, 0.01858316920697689, 0.08424095064401627, 0.1129503846168518, -0.05143137276172638, 0.12105607986450195, -0.05317224562168121 ]
p
So different kind of complexities.
[ "tags", "tags/vector-image-search" ]
10,806
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.08050071448087692, 0.0309735219925642, 0.004554989747703075, -0.03242744132876396, 0.043981362134218216, -0.016210302710533142, 0.013463608920574188, -0.02987723983824253, -0.07011520117521286, -0.006882892455905676, -0.04861669987440109, -0.005439537577331066, -0.04383208975195885, 0.0010265555465593934, -0.014006335288286209, 0.00893502775579691, -0.007128716912120581, -0.0479198656976223, -0.03714415803551674, 0.055103786289691925, 0.06163585186004639, 0.0028960900381207466, 0.023646896705031395, -0.0064079007133841515, -0.0391438864171505, 0.08877754956483841, 0.04151294007897377, 0.01310206763446331, -0.015114111825823784, -0.04551345109939575, 0.0028996625915169716, 0.12089904397726059, 0.018176469951868057, 0.0100821852684021, 0.03990301489830017, 0.10866019129753113, 0.03333255648612976, -0.009132090955972672, -0.01988053135573864, -0.044022027403116226, 0.001387577853165567, -0.03998607024550438, 0.023234881460666656, 0.04837976023554802, 0.021479763090610504, -0.0035375782754272223, -0.06832309812307358, -0.051360756158828735, 0.03708764910697937, -0.035005632787942886, 0.0012867640471085906, -0.10044776648283005, 0.04097621887922287, -0.06255701929330826, 0.008964750915765762, 0.04563886299729347, -0.05553222820162773, -0.055609848350286484, 0.015032626688480377, 0.018024418503046036, 0.06014774367213249, -0.04350223019719124, -0.039979591965675354, 0.04174891114234924, -0.013678748160600662, 0.023894350975751877, -0.03553181514143944, 0.09569640457630157, -0.015495825558900833, -0.032451141625642776, -0.04605771228671074, 0.006937156897038221, 0.00811130553483963, -0.012336368672549725, -0.006370497401803732, 0.015796838328242302, -0.047850802540779114, -0.023950207978487015, 0.06418228149414062, -0.09404994547367096, 0.10041109472513199, -0.0543312206864357, -0.043187905102968216, 0.0554763525724411, 0.02127092517912388, 0.04509599134325981, 0.01985127292573452, 0.01865827478468418, -0.0356140099465847, -0.03643377125263214, -0.029045345261693, -0.12401250004768372, 0.06864134967327118, 0.043852172791957855, 0.02657490223646164, -0.0025907414965331554, -0.0002691317058634013, 0.04310554638504982, -0.03221086785197258, 0.05564555525779724, -0.0767580196261406, 0.0066926851868629456, 0.003543563187122345, -0.08865547180175781, -0.01611030101776123, -0.017751367762684822, -0.0014919580426067114, 0.019486749544739723, 0.07458525896072388, -0.006557147949934006, 0.0055282264947891235, 0.005329242441803217, 0.015424855053424835, 0.010897831059992313, 0.03803158923983574, -0.06868579238653183, 0.008932270109653473, 0.029392287135124207, -0.022838443517684937, 0.018737606704235077, -0.017412332817912102, 0.07348432391881943, -0.002752114785835147, 0.05830959230661392, -0.02204405888915062, -0.0333075113594532, -0.1376233547925949, -5.186077935710431e-33, 0.00917265098541975, 0.07970359921455383, 0.04418497160077095, 0.09301136434078217, -0.012978444807231426, -0.03760531172156334, 0.026168398559093475, 0.016566172242164612, -0.03709307312965393, -0.0049799904227256775, 0.03261478990316391, 0.015549379400908947, -0.0029863002710044384, -0.029200386255979538, -0.007522640284150839, -0.07449738681316376, -0.0325457826256752, 0.020053712651133537, -0.01997637189924717, -0.07540462911128998, -0.031442102044820786, 0.02692093327641487, 0.020968610420823097, -0.02652999758720398, 0.09978681057691574, 0.050957661122083664, 0.008778557181358337, -0.011874943040311337, 0.04988289996981621, 0.05005411431193352, -0.006480589974671602, 0.05785301327705383, -0.06032762676477432, 0.00005403589238994755, -0.02803068794310093, 0.13255038857460022, -0.024017492309212685, -0.08104995638132095, -0.03964591026306152, 0.03989015892148018, -0.03135908022522926, 0.018844330683350563, -0.0854698121547699, 0.0028587188571691513, -0.027909016236662865, -0.0038549513556063175, 0.058388177305459976, 0.021331721916794777, 0.10034580528736115, 0.012835446745157242, 0.017136327922344208, 0.09798793494701385, -0.12569774687290192, -0.0014688140945509076, 0.06875374913215637, 0.017536260187625885, 0.0034205231349915266, -0.03312533721327782, -0.00261339801363647, 0.06802161782979965, -0.018390322104096413, 0.04828140139579773, -0.05566879361867905, -0.05471993610262871, -0.003409838303923607, 0.1952352225780487, -0.0036623755004256964, 0.02611307054758072, 0.043166618794202805, -0.06068868935108185, -0.10267502069473267, -0.019846001639962196, 0.009860183112323284, -0.03758843243122101, -0.11461000889539719, 0.03665167838335037, -0.00971551425755024, 0.013678777031600475, 0.04633568227291107, 0.05206793546676636, 0.011947612278163433, -0.03099084459245205, 0.004384616389870644, -0.06762007623910904, -0.023345233872532845, -0.03064458817243576, 0.099631667137146, -0.07141614705324173, -0.13250817358493805, -0.002447495935484767, -0.03841409087181091, 0.029468733817338943, -0.016330629587173462, -0.021906159818172455, 0.0261702798306942, 1.1542685962662833e-33, -0.012612051330506802, -0.016205111518502235, -0.08496297150850296, 0.02120755799114704, 0.11514797061681747, -0.04178829863667488, -0.06307928264141083, -0.004655159078538418, 0.022246576845645905, 0.08440785855054855, -0.091439388692379, 0.017670391127467155, -0.04884115979075432, -0.04389246553182602, 0.023885030299425125, 0.021104266867041588, 0.12070015072822571, -0.08021429181098938, -0.045141980051994324, -0.01576223596930504, -0.0443456694483757, 0.14283519983291626, 0.0034163575619459152, 0.01084174681454897, -0.00746717257425189, 0.09500646591186523, 0.06860259920358658, -0.07940425723791122, 0.02709723450243473, -0.04312007874250412, 0.002960816491395235, -0.07177453488111496, -0.089029461145401, 0.00518198823556304, -0.0003947864752262831, 0.047265712171792984, 0.024348337203264236, -0.011211058124899864, -0.000013997003406984732, -0.07359478622674942, 0.03670951724052429, 0.01023341529071331, -0.050211500376462936, 0.011165984906256199, -0.03210677579045296, -0.06500948965549469, 0.012075287289917469, 0.044947300106287, -0.06121725216507912, -0.01606287620961666, 0.03756009787321091, -0.033357586711645126, 0.0006220918730832636, -0.10763736069202423, 0.0005228600348345935, -0.038948334753513336, 0.0042293802835047245, -0.021770570427179337, 0.05521264672279358, 0.024078262969851494, 0.012690615840256214, -0.06791803240776062, -0.02463098056614399, 0.06085176393389702, -0.042435575276613235, -0.0070463381707668304, -0.05057453736662865, 0.06386503577232361, -0.0017104576108977199, -0.05643344298005104, 0.0362425297498703, -0.022516705095767975, -0.07607729732990265, -0.0070064314641058445, -0.06429152190685272, -0.04156168922781944, -0.022975469008088112, 0.03365141898393631, 0.00941440835595131, -0.019937193021178246, 0.008270888589322567, -0.01709381677210331, 0.0656885877251625, 0.06977450847625732, 0.1180805042386055, 0.12312833219766617, 0.015050443820655346, -0.06573748588562012, 0.027837902307510376, 0.0007728757918812335, -0.10735609382390976, -0.04141566902399063, 0.08628755062818527, 0.025981362909078598, 0.010461556725203991, -3.031457040947316e-8, 0.0377640575170517, 0.013624115847051144, -0.061549488455057144, 0.04119709134101868, -0.022093703970313072, 0.03976833075284958, -0.08970234543085098, 0.07103026658296585, -0.068504199385643, 0.04497889429330826, 0.04856997728347778, 0.07501911371946335, 0.003819700563326478, 0.11726764589548111, 0.07308531552553177, 0.018512846902012825, 0.07378384470939636, 0.04257844015955925, -0.014743062667548656, 0.026698241010308266, -0.013352666981518269, 0.06538670510053635, 0.039260853081941605, -0.019392240792512894, -0.046755142509937286, -0.014752618968486786, -0.09849987179040909, -0.0423581525683403, 0.07050751894712448, 0.04520139470696449, -0.07564780116081238, 0.0016009574756026268, -0.06494947522878647, 0.0036002255510538816, 0.03322222828865051, -0.030819064006209373, -0.02166661247611046, -0.06085843965411186, -0.009146260097622871, -0.045900095254182816, -0.10126553475856781, -0.009098069742321968, -0.005535873118788004, 0.07004636526107788, -0.05112218111753464, 0.02570515125989914, 0.008037909865379333, -0.0363142155110836, -0.017720822244882584, 0.05250876396894455, -0.019737081602215767, 0.01834780164062977, 0.03921153023838997, 0.043901048600673676, 0.0937419980764389, 0.08102018386125565, -0.08044946938753128, -0.0007839946774765849, -0.012998326681554317, 0.00018407986499369144, -0.04319119453430176, -0.029759999364614487, 0.05603238567709923, 0.0912569910287857 ]
p
So now we know all about this project, let’s dive into them.
[ "tags", "tags/vector-image-search" ]
10,807
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
[ -0.07132468372583389, -0.03638628497719765, -0.021933136507868767, -0.036666303873062134, 0.040246713906526566, -0.025462903082370758, -0.09973236918449402, 0.04848654195666313, -0.046058107167482376, -0.038170237094163895, -0.07609722763299942, 0.006959327030926943, 0.05269476771354675, 0.1252499371767044, -0.05851450562477112, 0.005307955201715231, 0.045495036989450455, 0.047403573989868164, 0.0464579202234745, -0.026263300329446793, -0.00878879614174366, -0.040199071168899536, 0.06305903941392899, -0.10290651023387909, 0.071198470890522, 0.011230376549065113, -0.008126644417643547, -0.02153066173195839, 0.02847384475171566, -0.05938541516661644, -0.06960220634937286, -0.025788001716136932, 0.05431235209107399, 0.028716260567307472, -0.023416701704263687, 0.03050743043422699, -0.03274330124258995, -0.05217192322015762, -0.019679341465234756, -0.029480012133717537, -0.05714186280965805, 0.07210290431976318, 0.03538241609930992, -0.043118178844451904, 0.09738463908433914, 0.05082037299871445, 0.07055260241031647, -0.05854673683643341, -0.00438469834625721, -0.03637170419096947, -0.09147946536540985, -0.0395498126745224, -0.09729336202144623, 0.016176413744688034, -0.006979208439588547, 0.03647520765662193, 0.002952832030132413, -0.11821576207876205, -0.03106108494102955, -0.036329008638858795, 0.041972436010837555, -0.02322029322385788, -0.07002176344394684, 0.03216804191470146, 0.07529938220977783, 0.025460556149482727, 0.03927702456712723, -0.097163625061512, 0.08991734683513641, -0.12269935011863708, -0.019607331603765488, 0.07660811394453049, 0.06335099041461945, -0.026390139013528824, -0.026582250371575356, 0.04279954731464386, 0.06303313374519348, -0.013935771770775318, 0.045801691710948944, -0.09632915258407593, 0.07607530057430267, -0.03029715083539486, -0.03777575120329857, -0.05222485214471817, 0.10233432054519653, -0.011920813471078873, -0.03554647043347359, 0.03587213158607483, 0.008929440751671791, -0.03469414263963699, 0.046956613659858704, 0.0182932298630476, -0.002561708679422736, -0.018872356042265892, 0.009248748421669006, -0.008261272683739662, 0.0997295156121254, 0.007320269010961056, 0.026943694800138474, 0.031179770827293396, -0.024937639012932777, -0.017680024728178978, 0.06005152314901352, -0.06857684254646301, 0.12645672261714935, 0.040101051330566406, 0.0959395095705986, 0.015498765744268894, 0.03813482075929642, -0.03358813375234604, -0.014431050978600979, -0.0186604131013155, -0.055454760789871216, 0.013858192600309849, 0.021603519096970558, -0.051162078976631165, -0.032976314425468445, 0.01000200305134058, 0.037035323679447174, 0.04040789604187012, -0.05172542482614517, -0.02287900075316429, -0.013176240026950836, -0.017289232462644577, -0.027375180274248123, -0.012784249149262905, -0.11978425830602646, -1.840383343006144e-33, -0.07087196409702301, 0.05931135639548302, 0.08928968757390976, -0.01043953001499176, -0.021197762340307236, -0.039876099675893784, -0.021976850926876068, 0.015952644869685173, -0.06731013208627701, -0.015817690640687943, -0.14781223237514496, -0.03598691150546074, -0.041138652712106705, 0.10567193478345871, 0.04607028886675835, -0.03785869479179382, -0.04920836538076401, 0.04832533746957779, -0.04507859796285629, 0.07861930876970291, 0.015458465553820133, 0.009504823945462704, 0.021432874724268913, -0.03287509083747864, 0.009453797712922096, 0.030693313106894493, 0.036142442375421524, -0.06864554435014725, 0.0037972985301166773, 0.024672163650393486, -0.0066336458548903465, -0.020125698298215866, -0.08487269282341003, 0.04809952527284622, 0.03090408258140087, -0.030682949349284172, -0.03103683888912201, -0.03681938350200653, -0.010048674419522285, 0.00765607412904501, 0.006024700589478016, 0.10362314432859421, 0.0032927042338997126, -0.015238584019243717, -0.03264033421874046, -0.005680158734321594, 0.0036717585753649473, 0.03718730807304382, 0.020852280780673027, 0.027985312044620514, 0.008607389405369759, 0.016672346740961075, -0.10411400347948074, -0.0018245377577841282, -0.002678913762792945, 0.012445411644876003, 0.06903233379125595, 0.02870897203683853, 0.006310086231678724, 0.04913349449634552, 0.01878744550049305, 0.008903306908905506, 0.01023604441434145, -0.018258677795529366, -0.01880752667784691, 0.01703670620918274, -0.001549822511151433, 0.010051995515823364, 0.022595886141061783, 0.07576621323823929, 0.01649375446140766, -0.011508218012750149, 0.06783967465162277, -0.11035113781690598, 0.10604365915060043, -0.015789059922099113, 0.015806635841727257, -0.05057542771100998, -0.08104578405618668, 0.05814647674560547, -0.09201129525899887, 0.047463539987802505, -0.0011110001942142844, -0.08251811563968658, 0.005174069665372372, 0.050389934331178665, 0.029096469283103943, -0.040239907801151276, 0.002811997663229704, 0.046477820724248886, 0.027447588741779327, 0.03695935010910034, -0.029137399047613144, -0.01028177049010992, -0.012406074441969395, 3.6025136597360634e-33, 0.022300241515040398, 0.0031112958677113056, 0.04815009981393814, 0.07530147582292557, 0.01762864924967289, -0.08168083429336548, -0.06445605307817459, 0.0025285857263952494, -0.03736063838005066, 0.0146838603541255, 0.08874239027500153, -0.0005915604415349662, 0.014549393206834793, -0.02110627479851246, -0.07378063350915909, 0.016779670491814613, 0.007981138303875923, -0.18634551763534546, -0.00952910352498293, -0.012063895352184772, -0.016274454072117805, 0.07679687440395355, -0.024813467636704445, -0.008438803255558014, -0.06378547102212906, 0.08817438781261444, 0.005713482387363911, -0.04999280348420143, 0.028096158057451248, -0.02439945563673973, -0.0745541900396347, -0.024625033140182495, -0.008138651959598064, -0.02339804358780384, 0.020295344293117523, 0.032553624361753464, 0.02575727365911007, -0.03978957608342171, -0.02806260623037815, 0.06489646434783936, 0.03788943961262703, 0.07051876932382584, -0.028404485434293747, 0.04924830049276352, -0.020360121503472328, -0.02557511441409588, -0.028315212577581406, 0.05784449353814125, 0.06624121218919754, 0.02825937606394291, -0.011579453013837337, -0.012555669993162155, -0.04553821682929993, -0.035663314163684845, 0.040773797780275345, -0.013670346699655056, -0.08942483365535736, 0.005136918742209673, 0.057802751660346985, 0.060713037848472595, -0.01170805748552084, -0.0719771757721901, -0.06562177836894989, 0.009114428423345089, -0.03536956384778023, 0.04915152117609978, -0.0842522457242012, 0.021107710897922516, -0.015334231778979301, 0.07758032530546188, 0.004487692378461361, 0.009998954832553864, 0.04455581679940224, 0.07599136233329773, -0.059610869735479355, -0.039233215153217316, 0.05992715060710907, 0.040853019803762436, 0.10578543692827225, -0.038162875920534134, 0.04032600298523903, -0.03828363120555878, -0.008053760975599289, 0.09946173429489136, 0.009458736516535282, 0.07602386176586151, -0.013515372760593891, -0.06837742775678635, -0.016942311078310013, 0.010506217367947102, -0.0026883804239332676, 0.027119465172290802, 0.027970079332590103, 0.03750036656856537, -0.005481095984578133, -2.683223776500654e-8, 0.05503419414162636, 0.015133569948375225, 0.11590311676263809, -0.07172972708940506, 0.012905008159577847, 0.013961589895188808, -0.026687510311603546, 0.10307352989912033, -0.013729274272918701, 0.0026697705034166574, 0.0780300423502922, -0.027000026777386665, -0.047519758343696594, 0.05264662951231003, 0.04125829413533211, 0.04434729740023613, 0.0892142504453659, 0.02949434705078602, -0.011192080564796925, -0.004777032881975174, -0.011607687920331955, 0.047375764697790146, 0.016538474708795547, -0.042414698749780655, -0.060617391020059586, 0.02349880523979664, -0.024078724905848503, -0.01107329037040472, 0.0336611270904541, -0.07427746057510376, 0.005233622621744871, 0.08190420269966125, 0.01699901930987835, -0.05342574045062065, 0.11157581955194473, 0.037087325006723404, -0.07395115494728088, 0.0009419614216312766, -0.11254844814538956, 0.006204694043844938, 0.1089545488357544, 0.03862830251455307, 0.025835957378149033, 0.014601176604628563, 0.08693739771842957, 0.0833759605884552, 0.10587644577026367, -0.030957631766796112, -0.025070101022720337, 0.00999542511999607, -0.02500176802277565, -0.03170047327876091, -0.09420976042747498, 0.04855266958475113, -0.011772952042520046, 0.013588422909379005, 0.04626046493649483, -0.07618067413568497, 0.03513184189796448, 0.06938241422176361, 0.053838156163692474, -0.023317132145166397, -0.05157780647277832, 0.041502099484205246 ]
p
So regarding the image search project, to compute representations of the images, the best performing model from the benchmark, and also from my experience, is currently Dino V two.
[ "tags", "tags/vector-image-search" ]
10,808
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,809
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ -0.04406222328543663, -0.02500186674296856, -0.03917654976248741, 0.0018637693719938397, 0.06661269813776016, -0.024836836382746696, -0.08504599332809448, 0.07450795918703079, 0.028212981298565865, -0.010268335230648518, 0.019334638491272926, 0.039709318429231644, 0.02606651932001114, 0.04032888635993004, -0.02905843034386635, -0.029823031276464462, 0.026907730847597122, 0.021769661456346512, -0.0777151808142662, -0.026945196092128754, 0.0943133533000946, 0.0035508691798895597, -0.05241447687149048, -0.036978159099817276, 0.02395964413881302, 0.02698766440153122, -0.009528176859021187, 0.02321821264922619, 0.023755472153425217, -0.059672556817531586, -0.03414684161543846, 0.0568191334605217, -0.06967685371637344, 0.05417880043387413, -0.11849498748779297, -0.010190180502831936, 0.009411491453647614, 0.06183457002043724, -0.07123032957315445, -0.03276726230978966, -0.0271257683634758, -0.03412812575697899, 0.023204337805509567, -0.07394477725028992, 0.04532425478100777, -0.004204613156616688, -0.014247708022594452, -0.04587521776556969, -0.034890756011009216, -0.036028072237968445, -0.09291725605726242, -0.05271643400192261, -0.058322034776210785, 0.09652595221996307, -0.0016894852742552757, 0.09404875338077545, 0.042964957654476166, -0.11319507658481598, -0.019903047010302544, 0.008103355765342712, -0.00395087618380785, 0.08616472780704498, -0.05044721066951752, 0.04123540222644806, 0.03800429776310921, 0.08557548373937607, -0.006318680476397276, -0.0717163160443306, 0.024702057242393494, -0.1421300172805786, -0.0598711296916008, -0.012442448176443577, -0.01389881782233715, -0.039199668914079666, 0.07466351240873337, 0.00243074307218194, 0.013933438807725906, 0.046415749937295914, 0.11211810261011124, -0.03980792686343193, 0.07132025808095932, 0.07313292473554611, -0.0648801177740097, 0.03784697875380516, 0.05024486035108566, 0.013092237524688244, -0.024660633876919746, -0.04987766221165657, 0.00805163849145174, -0.003960954025387764, -0.08530129492282867, -0.018661852926015854, 0.003385808551684022, -0.00329368538223207, -0.03045104630291462, -0.02270413562655449, -0.011957524344325066, -0.024511974304914474, 0.04195268824696541, 0.0401967316865921, 0.006263790186494589, -0.07157744467258453, 0.07963169366121292, 0.004708918277174234, 0.013241907581686974, -0.06840438395738602, 0.07144911587238312, 0.06420048326253891, -0.05592646822333336, -0.02991837076842785, 0.002833335427567363, -0.01362481527030468, -0.03264020383358002, -0.09202282130718231, 0.03649644926190376, -0.00343412347137928, -0.022904954850673676, 0.044243570417165756, 0.022860722616314888, 0.015006287023425102, 0.06050342693924904, -0.0017038396326825023, -0.04753229022026062, 0.005599741358309984, 0.07705052942037582, -0.0018131042597815394, -0.08620190620422363, -3.1018823706643594e-33, -0.03829013183712959, 0.04184260591864586, 0.07940701395273209, 0.03581305965781212, 0.08929823338985443, 0.0224745012819767, -0.0316973440349102, 0.006979217752814293, 0.05473577603697777, -0.029303422197699547, 0.006912530865520239, 0.05534476041793823, -0.036255139857530594, 0.10746113955974579, 0.023448431864380836, -0.10875792801380157, -0.02697894722223282, 0.09332452714443207, -0.04306488111615181, -0.006571730133146048, 0.051332782953977585, 0.022893330082297325, 0.026744097471237183, -0.0774892270565033, -0.022075358778238297, 0.06775793433189392, -0.04600774124264717, 0.041606705635786057, -0.00268407235853374, 0.016643105074763298, -0.01956349052488804, 0.09249000996351242, -0.009427541866898537, -0.05066414549946785, -0.019604390487074852, -0.0030764653347432613, 0.03246045857667923, -0.07854051142930984, 0.036910902708768845, 0.01152142882347107, -0.004774046130478382, 0.010198123753070831, -0.0515165776014328, -0.02245006337761879, -0.03572791814804077, 0.018180033192038536, 0.01093607023358345, -0.0015721326926723123, -0.06856118887662888, 0.04914182797074318, 0.03255387023091316, 0.0013759881258010864, -0.09175129234790802, -0.012098640203475952, 0.06248459219932556, 0.07431317120790482, 0.022922994568943977, 0.05493243411183357, -0.002341833896934986, 0.048902660608291626, -0.020026104524731636, 0.04361078888177872, -0.04627592861652374, 0.013358009979128838, 0.04520180821418762, -0.035881198942661285, 0.0341663658618927, -0.0852230116724968, -0.01902006007730961, 0.05133618414402008, -0.046410106122493744, 0.06864338368177414, -0.04652570188045502, -0.039033837616443634, -0.05442541092634201, -0.04081827774643898, -0.026336265727877617, 0.026668772101402283, -0.02337769605219364, 0.011711342260241508, -0.14275813102722168, -0.014552700333297253, -0.008584699593484402, -0.04704846441745758, -0.016894958913326263, 0.04828129708766937, -0.004791627638041973, -0.020813262090086937, -0.061088886111974716, -0.13093693554401398, 0.025592269375920296, 0.020043794065713882, 0.006841323338449001, -0.008050424046814442, 0.01597048155963421, 8.757965559503758e-34, -0.10346746444702148, 0.0422627255320549, -0.02568022720515728, 0.08615604788064957, 0.011105586774647236, -0.02549516037106514, 0.04899901896715164, 0.04187793657183647, -0.048035454005002975, 0.031082259491086006, 0.03929326310753822, 0.01743553765118122, -0.02684316597878933, 0.048078589141368866, 0.04684034734964371, -0.0037226679269224405, 0.06133854761719704, -0.1537950187921524, -0.08918710798025131, 0.04047427698969841, 0.054266735911369324, 0.13144411146640778, -0.07080681622028351, -0.030192626640200615, -0.08878325670957565, 0.023592112585902214, -0.0786607414484024, 0.024406857788562775, 0.017017625272274017, 0.028050342574715614, 0.010670174844563007, -0.03663332387804985, 0.029734790325164795, -0.0640263482928276, 0.00035149152972735465, 0.03196883574128151, 0.01991516910493374, -0.07830329239368439, -0.020023953169584274, 0.008071755059063435, -0.05015609785914421, -0.0073573170229792595, -0.05766373500227928, 0.03538380563259125, -0.07262203097343445, 0.01328965649008751, 0.03893882408738136, -0.001582208788022399, 0.04370533674955368, -0.014327608980238438, 0.0017691743560135365, -0.0031498672906309366, -0.062211908400058746, -0.0679645836353302, -0.060169558972120285, -0.036727435886859894, -0.0181831493973732, -0.037061333656311035, 0.047872163355350494, 0.023918667808175087, 0.023991860449314117, -0.0583040714263916, -0.030782602727413177, -0.16257938742637634, -0.009245784021914005, 0.06537402421236038, 0.011748806573450565, -0.08592887967824936, 0.042016442865133286, 0.06300497055053711, 0.14707905054092407, 0.024264434352517128, -0.015252838842570782, -0.04824521392583847, 0.06241970509290695, -0.06671425700187683, 0.03375419229269028, 0.025330528616905212, -0.04937223345041275, 0.01614781841635704, -0.0017749459948390722, -0.06833066046237946, 0.1079024076461792, -0.013629692606627941, -0.010852867737412453, -0.010137432254850864, -0.06948716938495636, 0.019234400242567062, 0.01712309569120407, 0.05501335859298706, -0.08332843333482742, 0.042964253574609756, -0.03402535617351532, 0.08300905674695969, -0.02850945293903351, -2.326360970528185e-8, -0.05100777745246887, 0.025247763842344284, 0.04338114708662033, -0.016985278576612473, -0.02878877893090248, -0.016662469133734703, 0.10241890698671341, 0.0037897860165685415, -0.023092562332749367, -0.03559669852256775, -0.012800884433090687, -0.015329740941524506, 0.0356733575463295, 0.06815668195486069, 0.10641752183437347, 0.05691136047244072, 0.043753787875175476, 0.06564617902040482, -0.05142537131905556, -0.008054564706981182, 0.014248190447688103, 0.04859750717878342, 0.02302735671401024, -0.012815863825380802, 0.023448452353477478, 0.0032555062789469957, -0.0848940908908844, 0.05007854476571083, 0.0026640407741069794, 0.04813038930296898, 0.05022432655096054, 0.08995550870895386, 0.01300168689340353, 0.04723966866731644, 0.03147714585065842, 0.04658294469118118, -0.024956023320555687, -0.010741020552814007, -0.0544426292181015, -0.06372703611850739, 0.010018665343523026, 0.007010256871581078, -0.04383368045091629, 0.10739576071500778, 0.05540584400296211, 0.07758795469999313, 0.02168741449713707, -0.1331859678030014, -0.04521596431732178, 0.02333679236471653, 0.008496030233800411, 0.018877601251006126, -0.044149842113256454, 0.058116648346185684, -0.01606852002441883, -0.00934893824160099, 0.0659051164984703, -0.045190468430519104, -0.006922910455614328, 0.011512610130012035, 0.020011309534311295, 0.05763813480734825, 0.04102552682161331, 0.0566394105553627 ]
p
So a model developed by meta that you may have seen, which is using visual transformer.
[ "tags", "tags/vector-image-search" ]
10,810
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ 0.10869665443897247, 0.060517776757478714, -0.01077071763575077, -0.0485936775803566, 0.08860704302787781, 0.030847443267703056, 0.003538487944751978, -0.004749131854623556, -0.0022925848606973886, -0.021438099443912506, 0.035698018968105316, 0.051143258810043335, -0.020917784422636032, 0.005413990467786789, -0.0038339593447744846, -0.0034486751537770033, 0.03284449130296707, -0.03028273582458496, -0.11184610426425934, -0.07244979590177536, 0.024071775376796722, -0.05330248549580574, 0.09142828732728958, -0.043692391365766525, -0.011363350786268711, 0.060595832765102386, -0.03016582876443863, 0.014732426032423973, -0.015601224265992641, -0.052956100553274155, -0.008847200311720371, 0.04849007725715637, 0.13869191706180573, 0.066787488758564, -0.13967715203762054, 0.07187702506780624, 0.008241190575063229, 0.016661547124385834, 0.007580118719488382, -0.08964677155017853, -0.015131372027099133, 0.035203542560338974, 0.006823331117630005, 0.05674154683947563, 0.06891341507434845, -0.018444404006004333, 0.021540086716413498, -0.0408821739256382, 0.01660541258752346, -0.030844582244753838, -0.07430164515972137, -0.11496583372354507, -0.05384806916117668, -0.0028707270976155996, 0.04742254316806793, 0.11396367102861404, -0.005748162046074867, -0.06010664999485016, 0.014072107151150703, 0.008400307036936283, -0.009477663785219193, 0.020706500858068466, 0.048722051084041595, 0.022359298542141914, 0.07471274584531784, -0.044051721692085266, 0.003923933021724224, -0.060629066079854965, -0.0359870120882988, -0.004789094440639019, -0.001245190855115652, 0.03838086500763893, 0.08891831338405609, -0.10732998698949814, 0.007995512336492538, 0.03522169589996338, -0.045645423233509064, -0.019846955314278603, 0.017604075372219086, -0.042867641896009445, 0.04146021232008934, -0.05101555213332176, 0.01594051904976368, 0.07390916347503662, 0.0749739333987236, 0.019702497869729996, -0.027242373675107956, -0.11532033979892731, -0.04620853438973427, 0.031392283737659454, -0.025319142267107964, -0.1460520476102829, 0.01116725243628025, -0.01909334771335125, 0.007860444486141205, -0.04190201312303543, -0.03951893001794815, -0.07914663851261139, -0.06554316729307175, 0.018470361828804016, 0.030510524287819862, -0.07711808383464813, 0.03550003096461296, -0.026831768453121185, 0.05966319888830185, -0.05177158862352371, 0.01945962943136692, -0.01156850066035986, -0.038629256188869476, -0.02182677760720253, -0.008111679926514626, -0.011220239102840424, 0.004381265491247177, -0.0347403883934021, -0.0021997089497745037, -0.0469740554690361, 0.01146692130714655, 0.03544437140226364, 0.07883241772651672, 0.030092064291238785, 0.012782604433596134, -0.024115703999996185, -0.04433209076523781, 0.031571462750434875, -0.010295247659087181, -0.04899768903851509, -0.04453866556286812, -3.7343258820555975e-33, 0.012468148954212666, -0.03467487916350365, 0.05754571408033371, 0.04265573248267174, 0.015870440751314163, 0.023465493693947792, -0.04879510775208473, -0.05701602250337601, -0.007616501301527023, 0.030417446047067642, 0.05337328091263771, 0.0370599702000618, 0.0415462963283062, 0.11799275875091553, 0.029995599761605263, -0.031517237424850464, -0.06154319643974304, 0.08639418333768845, -0.10671606659889221, -0.004581945948302746, -0.04924764484167099, -0.0065491413697600365, -0.02886606752872467, -0.03476298227906227, 0.05964580550789833, 0.06455030292272568, 0.040165141224861145, 0.005150480195879936, -0.005371284205466509, 0.02976231649518013, -0.097599558532238, 0.0814177468419075, -0.015057219192385674, -0.06941103935241699, 0.03576669842004776, 0.008238201029598713, -0.022325456142425537, -0.049876272678375244, 0.035451021045446396, -0.0035647195763885975, 0.02659057453274727, 0.01915692910552025, -0.07856708019971848, 0.012554580345749855, -0.07020507752895355, 0.054021600633859634, 0.02253658138215542, 0.054013971239328384, -0.062368642538785934, 0.04347504302859306, 0.07918252050876617, -0.0362607017159462, -0.015802187845110893, -0.09110129624605179, -0.028298692777752876, 0.005570052657276392, 0.03884854167699814, 0.020787455141544342, -0.011983191594481468, 0.03759436681866646, -0.04332321137189865, -0.00876613985747099, 0.035444192588329315, 0.0278432946652174, 0.011824231594800949, 0.07206391543149948, -0.04602798819541931, 0.08152683079242706, 0.014006217941641808, 0.0686069130897522, -0.07231096923351288, 0.06042243912816048, 0.004069146234542131, 0.03990989178419113, -0.04175601899623871, 0.05015042424201965, -0.006231130566447973, -0.02921457216143608, 0.02624582313001156, 0.016577275469899178, -0.045529402792453766, -0.03166842833161354, 0.015658216550946236, -0.047836922109127045, -0.07305437326431274, -0.043551020324230194, 0.1245269626379013, -0.04698878526687622, -0.039888229221105576, -0.035824116319417953, -0.014968164265155792, 0.037167441099882126, -0.035117797553539276, 0.05355475842952728, -0.035209011286497116, 2.591411642863296e-33, -0.03510047122836113, 0.025983430445194244, 0.001884118770249188, -0.005083088297396898, -0.054374150931835175, -0.01102578453719616, 0.04699999466538429, 0.00986882671713829, -0.02915268763899803, 0.10040734708309174, -0.002295802114531398, -0.015809107571840286, -0.07241009920835495, -0.050746165215969086, -0.0145921241492033, -0.04489106684923172, -0.02487928420305252, -0.0024258664343506098, -0.09668588638305664, 0.03113607130944729, 0.00900222361087799, 0.02324693091213703, -0.00858638808131218, -0.03201265260577202, -0.03152785822749138, 0.0778605192899704, -0.023709360510110855, -0.06252787262201309, -0.010875281877815723, -0.07432089745998383, -0.03408105671405792, -0.05828507989645004, -0.02798093669116497, -0.0626453310251236, -0.026737866923213005, 0.026148596778512, 0.015123169869184494, -0.05093587562441826, 0.004942566622048616, 0.023071568459272385, 0.01772487536072731, 0.008050174452364445, -0.04762736335396767, -0.051581114530563354, -0.05628560855984688, 0.0036777618806809187, 0.09474259614944458, 0.05288032069802284, -0.10104872286319733, 0.11087560653686523, -0.02493330091238022, 0.0020507508888840675, -0.0037154967430979013, -0.05391859635710716, -0.04024706408381462, 0.07354285567998886, -0.0523892343044281, -0.001468077884055674, 0.10076864808797836, -0.04105924069881439, -0.0027785897254943848, 0.008200141601264477, -0.06458337604999542, -0.0007067224942147732, 0.07172420620918274, -0.030025597661733627, 0.008573487401008606, -0.07061474025249481, 0.02358412556350231, -0.02142239548265934, 0.02512655034661293, -0.006140891928225756, -0.01772521808743477, 0.0035645244643092155, -0.023025570437312126, 0.044059235602617264, 0.046616777777671814, 0.017180683091282845, 0.008299442939460278, -0.04836578667163849, 0.044429711997509, -0.0616750568151474, 0.04745592176914215, 0.06634977459907532, 0.09710363298654556, 0.17431330680847168, 0.005563819780945778, -0.03435029089450836, 0.028660332784056664, -0.026853423565626144, -0.06588036566972733, 0.04818946495652199, -0.10139692574739456, 0.061853159219026566, 0.00667213462293148, -3.4389685765745526e-8, -0.061877667903900146, 0.003703478490933776, -0.009964564815163612, -0.008320865221321583, 0.03631782904267311, -0.08877874910831451, 0.019851963967084885, 0.14042755961418152, -0.05991179123520851, 0.02352958172559738, 0.03630908578634262, 0.026531945914030075, -0.14387111365795135, -0.003729963442310691, 0.0717378780245781, -0.029559263959527016, 0.0993562713265419, 0.0320502445101738, -0.015565023757517338, -0.023101672530174255, -0.04814905300736427, -0.0014955064980313182, 0.001060426002368331, -0.004501590970903635, -0.033298857510089874, 0.03035489283502102, -0.0022983273956924677, 0.08470364660024643, 0.007061854936182499, -0.06697996705770493, 0.09253714978694916, -0.026036493480205536, 0.06328427791595459, 0.05852431431412697, 0.022896384820342064, 0.00926545076072216, -0.03897023946046829, -0.0249636247754097, -0.022871041670441628, 0.012339519336819649, 0.04172733426094055, -0.007585371378809214, 0.08815211057662964, 0.10724174976348877, -0.01355013158172369, 0.07904855906963348, 0.07932792603969574, -0.023686634376645088, 0.004471722058951855, -0.04505924880504608, -0.0382707379758358, 0.003007537918165326, 0.02580052614212036, 0.041357263922691345, -0.009771401062607765, 0.004826331045478582, 0.11342926323413849, -0.006738733500242233, -0.017721805721521378, 0.0422954298555851, 0.08770618587732315, 0.08433438837528229, -0.11450384557247162, 0.0029964190907776356 ]
p
And what’s amazing about it is that using the attention map, you can actually segment what’s important in the picture, although you haven’t told it specifically what’s important.
[ "tags", "tags/vector-image-search" ]
10,811
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ 0.06794027984142303, -0.03196979686617851, 0.07781212031841278, 0.018234964460134506, 0.0440279059112072, -0.04152075946331024, 0.05353143811225891, -0.08761490881443024, 0.051946718245744705, -0.06647560000419617, 0.017354076728224754, -0.007876903750002384, 0.03498491272330284, 0.013760444708168507, -0.047896597534418106, 0.01176768634468317, 0.05163326859474182, -0.0015414169756695628, -0.020178522914648056, -0.002255341736599803, -0.040307894349098206, -0.011701119132339954, 0.1077500656247139, -0.023411590605974197, -0.0804307758808136, -0.016895653679966927, 0.008640902116894722, -0.07458476722240448, 0.0599292628467083, -0.00009473538375459611, -0.015739409253001213, -0.024695632979273796, 0.05947962775826454, 0.006777800153940916, -0.07205796241760254, -0.06930524110794067, 0.016105351969599724, 0.07256247103214264, 0.06250355392694473, 0.0464409664273262, -0.04028862342238426, 0.01336281094700098, 0.013262486085295677, -0.05273459479212761, -0.018432317301630974, -0.007296766620129347, -0.021379223093390465, -0.10868986696004868, 0.03685746714472771, -0.03623960539698601, -0.07535126060247421, -0.06650193780660629, 0.02607635036110878, -0.012742666527628899, 0.008942113257944584, 0.04460838809609413, -0.018307484686374664, 0.04954247549176216, 0.03303786739706993, 0.011025489307940006, 0.0011930220061913133, 0.0779939517378807, 0.00845787487924099, 0.02485254965722561, 0.07160874456167221, -0.0007633790373802185, -0.021510442718863487, -0.04996487870812416, 0.0008673176635056734, -0.06073010340332985, 0.02877439372241497, 0.09222249686717987, 0.07544361799955368, -0.0697116106748581, -0.0174571480602026, -0.026817500591278076, -0.02584705501794815, -0.06412496417760849, 0.11182386428117752, -0.015573208220303059, 0.04382571578025818, -0.06868433952331543, -0.015050551854074001, -0.02213146537542343, 0.036893635988235474, 0.0336223803460598, -0.009070591069757938, -0.03769117593765259, -0.17956873774528503, 0.010380477644503117, -0.07214853912591934, -0.13517670333385468, -0.057800643146038055, -0.006829930003732443, -0.037310048937797546, 0.04970640689134598, -0.046899620443582535, -0.02050989307463169, 0.03497260808944702, 0.011796041391789913, -0.002869724528864026, -0.03448048233985901, 0.02572067640721798, 0.02341633103787899, 0.07784054428339005, -0.0090245446190238, -0.009840174578130245, 0.0069717043079435825, -0.024663683027029037, -0.008943728171288967, -0.05831228569149971, -0.021772682666778564, -0.016073407605290413, 0.11061250418424606, 0.017415979877114296, 0.038750242441892624, -0.041037119925022125, -0.08538070321083069, -0.014647168107330799, -0.10074815154075623, 0.11671504378318787, -0.018122565001249313, -0.07081137597560883, -0.00911526195704937, 0.09517553448677063, -0.17390601336956024, -0.03627994656562805, -3.9822152327829554e-33, 0.028844092041254044, 0.03195943683385849, 0.017891444265842438, -0.07360837608575821, 0.0403524786233902, 0.02616482973098755, 0.005212841089814901, -0.09736824780702591, 0.023391276597976685, 0.044745367020368576, 0.006389240734279156, -0.033849555999040604, -0.009189634583890438, 0.04471501708030701, 0.04227302968502045, -0.04724195972084999, -0.027492351830005646, 0.07701592892408371, -0.0007246764726005495, 0.03107016533613205, -0.006577618420124054, 0.005031655076891184, -0.022970052435994148, 0.018998071551322937, 0.05068451166152954, -0.010964281857013702, 0.039037711918354034, -0.05359157547354698, -0.05131159722805023, 0.020803814753890038, -0.09554946422576904, 0.05113280192017555, -0.05669097229838371, -0.02534780465066433, -0.07535705715417862, -0.01152158621698618, 0.005037687253206968, -0.0223088338971138, -0.017491508275270462, 0.026880092918872833, 0.07339423894882202, 0.04040062427520752, -0.025961458683013916, 0.07222413271665573, 0.03282129392027855, 0.07969764620065689, 0.028412338346242905, -0.0031931258272379637, -0.07658786326646805, 0.060703981667757034, 0.03842863813042641, 0.007967931218445301, 0.049835119396448135, -0.10801224410533905, 0.013620288111269474, 0.04748108983039856, 0.09947549551725388, -0.07323966175317764, -0.006053855177015066, 0.026924503967165947, 0.07018660753965378, -0.036424100399017334, 0.028911449015140533, 0.01493329182267189, 0.07820692658424377, 0.0024615535512566566, -0.07025013118982315, -0.000363289873348549, -0.0770401805639267, 0.03854147344827652, -0.0018343410920351744, 0.04540818929672241, 0.0038606843445450068, -0.01905667781829834, 0.015683045610785484, -0.04321460425853729, 0.023550398647785187, 0.029152575880289078, 0.030763262882828712, -0.07130471616983414, 0.008800695650279522, 0.05537255480885506, -0.049767158925533295, -0.020336931571364403, -0.03529560565948486, 0.08163166046142578, 0.012404542416334152, -0.017982112243771553, -0.07666508108377457, 0.01786818727850914, 0.030353451147675514, -0.008223979733884335, -0.01737222820520401, 0.010679679922759533, -0.04413563758134842, 1.2074806541341158e-33, -0.05546445772051811, 0.061689361929893494, 0.0047759609296917915, 0.04646138846874237, -0.05496964231133461, 0.0792660340666771, 0.01346020121127367, 0.06959997117519379, 0.010397762060165405, 0.11088617146015167, 0.004294879734516144, 0.022922221571207047, -0.09157182276248932, 0.019607340916991234, 0.0077649629674851894, -0.040286317467689514, -0.039274632930755615, 0.024627268314361572, -0.06182185932993889, 0.00784978736191988, -0.05771762132644653, 0.008826209232211113, 0.014497442170977592, 0.030736157670617104, -0.04224580153822899, 0.07831446081399918, -0.06918605417013168, -0.02991984225809574, 0.009794824756681919, -0.09484568238258362, -0.08657574653625488, -0.06202763691544533, -0.007587184198200703, -0.04405268654227257, 0.021390216425061226, 0.06340152025222778, 0.00829277839511633, -0.08154568821191788, -0.04029296338558197, 0.014794712886214256, 0.02571779116988182, 0.003506426000967622, -0.049749862402677536, -0.0349738746881485, -0.02534659393131733, 0.02438304014503956, 0.027069704607129097, -0.0692429468035698, -0.0324116125702858, 0.06272072345018387, 0.007166705094277859, 0.0464131236076355, 0.016269993036985397, -0.021995851770043373, -0.0018042452866211534, 0.09650517255067825, -0.01813437230885029, -0.009102626703679562, 0.09812615811824799, 0.033747702836990356, -0.03863679617643356, 0.050262801349163055, -0.07630275189876556, -0.005561442114412785, -0.09353164583444595, -0.0876632034778595, -0.0851709246635437, 0.04021691158413887, 0.053013209253549576, -0.02691853977739811, 0.032996125519275665, 0.020249199122190475, -0.04166237264871597, 0.03561612591147423, -0.037509918212890625, 0.02607341855764389, 0.044543616473674774, -0.04394222050905228, 0.03286260366439819, 0.013737164437770844, -0.0022070095874369144, -0.08130094408988953, -0.023903271183371544, 0.031302761286497116, 0.006274003069847822, 0.06858214735984802, -0.08005793392658234, -0.06446629017591476, -0.016746673732995987, -0.012162295170128345, -0.01951068639755249, 0.08114705979824066, 0.048966869711875916, -0.09161100536584854, -0.0025836052373051643, -3.059503583813239e-8, -0.12427771091461182, -0.02808823622763157, 0.04737980291247368, -0.04616187512874603, 0.08959030359983444, -0.03137407824397087, -0.003708945121616125, -0.03150181844830513, -0.07538741827011108, -0.012577023357152939, 0.014161257073283195, -0.05952364206314087, -0.054570384323596954, 0.05483190715312958, -0.003720191540196538, 0.12523671984672546, 0.019034139811992645, 0.048984892666339874, 0.02580847218632698, 0.10886190831661224, -0.011006851680576801, 0.005490053910762072, -0.056720998138189316, -0.0072226268239319324, -0.0457998625934124, -0.019067857414484024, -0.04085753485560417, 0.06832312792539597, -0.07866086065769196, 0.05238708481192589, 0.03925247862935066, 0.053383514285087585, -0.020463727414608, -0.03789271041750908, -0.014892461709678173, -0.05018707364797592, 0.048870790749788284, -0.050441496074199677, -0.046455830335617065, 0.02911963313817978, -0.005493001081049442, 0.027957752346992493, -0.005322122480720282, 0.06420090794563293, 0.02320954203605652, 0.031093977391719818, 0.1027119979262352, -0.12853975594043732, -0.0348736047744751, 0.03014916367828846, -0.038113635033369064, -0.03272049501538277, 0.06557947397232056, -0.0060679190792143345, 0.05334021523594856, 0.03187865391373634, 0.035565078258514404, -0.04813450202345848, 0.014677577652037144, 0.08459775894880295, 0.03336228430271149, 0.08468946814537048, -0.03518534451723099, 0.08054528385400772 ]
p
And as a human, it will learn to focus on the dog, on this picture and do not take into consideration the noisy background.
[ "tags", "tags/vector-image-search" ]
10,812
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ 0.01663936860859394, -0.0777624174952507, -0.042263198643922806, -0.023489128798246384, -0.014659751206636429, -0.024955620989203453, -0.05656877160072327, 0.06088775768876076, 0.01576247811317444, -0.011853143572807312, -0.07821467518806458, 0.0706254169344902, 0.026399819180369377, 0.05777844414114952, -0.014999893493950367, -0.04475605860352516, 0.17297331988811493, 0.0059815929271280766, -0.010959568433463573, -0.071291983127594, 0.014500872232019901, -0.012540608644485474, -0.02162192016839981, -0.05464281886816025, 0.0002430109743727371, -0.026729239150881767, -0.05181574076414108, 0.023795023560523987, 0.008927879855036736, -0.003746912581846118, -0.02289123833179474, -0.023231757804751396, -0.060898903757333755, 0.09244603663682938, -0.05134737119078636, -0.007640921976417303, 0.004435623995959759, -0.0646686926484108, 0.02316104620695114, -0.041785549372434616, 0.014677817933261395, 0.03742680698633194, -0.007828469388186932, -0.04560231789946556, 0.04693112522363663, -0.044098202139139175, -0.035934172570705414, 0.0274361539632082, -0.03538668155670166, -0.046018995344638824, -0.06599876284599304, -0.051309987902641296, 0.02952294610440731, 0.01014036126434803, 0.017327019944787025, 0.0943843200802803, -0.08420581370592117, -0.05204242095351219, -0.09604627639055252, -0.02866913378238678, 0.022536160424351692, -0.01976156421005726, -0.05631231516599655, 0.03261401131749153, 0.025387795642018318, 0.08928561210632324, 0.02916785702109337, 0.03652125597000122, 0.042018719017505646, -0.013686701655387878, -0.005861248355358839, 0.019850896671414375, -0.04105577617883682, 0.05031628534197807, 0.0034085309598594904, 0.024927306920289993, 0.13334865868091583, 0.03667739778757095, -0.010188381187617779, -0.02901138737797737, 0.016072412952780724, 0.043850284069776535, -0.014527501538395882, -0.03263844549655914, 0.05352640897035599, -0.03627040609717369, -0.03120809979736805, -0.05233602970838547, 0.0171036534011364, -0.06919189542531967, -0.017349693924188614, 0.10726486891508102, 0.04873974248766899, -0.03755622357130051, 0.08728640526533127, 0.08462823927402496, 0.03934943303465843, -0.058839961886405945, -0.031129339709877968, 0.03807986527681351, 0.020354751497507095, -0.0038089558947831392, -0.006124986335635185, -0.11273247748613358, 0.08192016184329987, 0.03993803635239601, 0.08773090690374374, 0.025679809972643852, 0.009374539367854595, -0.06356333196163177, -0.040083155035972595, 0.02124982886016369, 0.008447770029306412, 0.011495479382574558, 0.07205335050821304, -0.05402245745062828, 0.0032197795808315277, 0.03760852664709091, 0.06039610505104065, 0.06759609282016754, -0.0865619108080864, -0.0010721845319494605, 0.04186265170574188, -0.0030864370055496693, -0.003461322980001569, 0.03232663497328758, -0.07969706505537033, 1.900296017139026e-34, -0.06651993840932846, 0.014980071224272251, 0.03960193693637848, -0.06197381764650345, 0.050310730934143066, -0.03709785267710686, 0.04303475841879845, 0.02727287821471691, 0.009749236516654491, -0.022971779108047485, -0.09492585808038712, -0.00886999350041151, -0.02965855412185192, -0.015135971829295158, 0.12358850985765457, -0.03751184418797493, -0.0672040730714798, 0.07298525422811508, 0.030910858884453773, 0.03214363753795624, 0.0031629244331270456, -0.057838283479213715, 0.03171253204345703, -0.027859197929501534, 0.10871614515781403, -0.042074382305145264, 0.030198073014616966, 0.02775437757372856, -0.05238911882042885, 0.012218257412314415, 0.01568206213414669, -0.012827220372855663, -0.016924485564231873, 0.025063296779990196, -0.045895129442214966, 0.002190599450841546, -0.06577785313129425, -0.0016890380065888166, 0.03190145641565323, -0.051091209053993225, -0.05712052807211876, 0.05382520332932472, -0.04889610409736633, -0.006263520568609238, -0.047428663820028305, -0.012524035759270191, -0.10349871218204498, -0.002059630351141095, -0.04104763641953468, -0.04788097366690636, 0.12095814198255539, 0.015504528768360615, -0.042627524584531784, -0.006154058035463095, -0.03287963569164276, -0.05169238895177841, 0.09762293845415115, 0.10495015233755112, 0.027775799855589867, 0.18466998636722565, -0.05855536088347435, -0.0688830241560936, -0.11542227864265442, 0.0012664595851674676, 0.09988104552030563, -0.003526784246787429, -0.004232475068420172, -0.006331436801701784, 0.04204034432768822, -0.01310900878161192, 0.00023885874543339014, -0.004207491409033537, 0.02066546492278576, -0.01711886003613472, 0.02681669220328331, -0.07314766943454742, -0.05439572036266327, -0.052304718643426895, -0.012195657938718796, 0.07748987525701523, -0.04585478454828262, 0.12907564640045166, -0.04384161904454231, -0.03567390516400337, -0.009539063088595867, 0.0009273845935240388, 0.04651898145675659, -0.01228055264800787, 0.0366489477455616, 0.05196099355816841, 0.018349919468164444, 0.06322219222784042, 0.0458625853061676, 0.03144999220967293, 0.02310391142964363, 1.1727151332020582e-33, -0.00864189863204956, 0.0131410863250494, 0.031029757112264633, 0.11489676684141159, -0.02382439188659191, -0.08735109865665436, 0.005789036396890879, -0.04264814406633377, -0.04788464680314064, -0.01720772497355938, 0.05224664509296417, -0.04589685797691345, 0.06326713413000107, -0.0014409007271751761, 0.019865848124027252, -0.039840999990701675, -0.03946675360202789, -0.19681860506534576, 0.10943330824375153, 0.008298813365399837, 0.00325796939432621, 0.06304187327623367, -0.04466090351343155, -0.0778617337346077, -0.05010053515434265, 0.006405236199498177, -0.08695219457149506, 0.053749267011880875, -0.034939855337142944, -0.08010461926460266, 0.002035770332440734, -0.02779972553253174, 0.03789600357413292, -0.05575518682599068, -0.0007691746577620506, 0.08261781185865402, 0.029861586168408394, -0.052463848143815994, 0.059246744960546494, 0.0876770094037056, 0.021994322538375854, -0.017774688079953194, -0.08067324757575989, 0.002317276084795594, -0.009635519236326218, 0.019647466018795967, -0.08108523488044739, 0.005080292467027903, -0.028773732483386993, -0.030137907713651657, 0.011205221526324749, -0.03195218741893768, -0.08335452526807785, -0.010081760585308075, 0.021106569096446037, 0.006536591798067093, 0.0011803425149992108, -0.008731052279472351, 0.055223770439624786, 0.03802858293056488, -0.0166179072111845, -0.07201111316680908, -0.012100252322852612, 0.1350020170211792, 0.045159269124269485, 0.03460948169231415, 0.016516175121068954, 0.003939082380384207, -0.005526604596525431, 0.014760207384824753, -0.006016988772898912, 0.0023502132389694452, -0.023777155205607414, 0.0978972390294075, -0.03545406088232994, -0.05943962186574936, 0.07338078320026398, 0.03028707578778267, -0.021819431334733963, 0.03493290767073631, -0.11512400954961777, 0.06100853532552719, -0.07827934622764587, -0.03581969067454338, 0.006971392780542374, 0.052859943360090256, 0.05627216398715973, -0.056934062391519547, -0.04054182767868042, 0.008057868108153343, -0.01573891192674637, -0.011821510270237923, 0.02576621063053608, 0.01486278884112835, 0.015780886635184288, -3.270049120374097e-8, -0.018681280314922333, 0.019336652010679245, 0.06884104013442993, 0.041274555027484894, -0.03054923005402088, 0.005559747107326984, -0.006876444444060326, 0.05312009155750275, 0.043232958763837814, 0.0037099176552146673, -0.055548761039972305, -0.03915802389383316, -0.02794279344379902, 0.018041104078292847, 0.040089551359415054, 0.03251985087990761, 0.047823965549468994, -0.01627446338534355, 0.0006795696099288762, -0.023265106603503227, 0.06971971690654755, 0.09990140795707703, 0.042559538036584854, 0.012932198122143745, 0.01387839112430811, -0.020942727103829384, -0.01050471980124712, -0.005278830416500568, -0.038723647594451904, 0.0853196531534195, -0.039988625794649124, 0.029553702101111412, 0.0569547638297081, -0.019869152456521988, 0.0830710232257843, 0.0800350159406662, -0.02033999375998974, 0.036267127841711044, -0.03406102955341339, 0.055463001132011414, 0.026741858571767807, 0.0379582904279232, -0.07348328083753586, 0.015050538815557957, 0.13728022575378418, -0.06447841972112656, 0.004109533969312906, -0.004805819597095251, 0.08065323531627655, -0.038739897310733795, -0.00196790206246078, 0.0011053887428715825, -0.03997122496366501, -0.03775857761502266, -0.020402271300554276, -0.033900875598192215, 0.012905147857964039, -0.07193413376808167, 0.04326291009783745, 0.06313279271125793, 0.044434819370508194, -0.026976903900504112, -0.008257326669991016, 0.03041120618581772 ]
p
So when I say best performing model, I’m talking about comparing to other architecture like Resnet efficient nets models, an approach I haven’t tried, which also seems interesting.
[ "tags", "tags/vector-image-search" ]
10,813
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ -0.13039349019527435, 0.012271001935005188, 0.004536295775324106, -0.005983509588986635, -0.038633089512586594, -0.06537254899740219, -0.13558849692344666, 0.017312519252300262, -0.08132170885801315, -0.04284967482089996, -0.046881530433893204, 0.04832221195101738, 0.0009166378295049071, 0.017275115475058556, 0.005382698494940996, 0.0009911608649417758, 0.023109590634703636, 0.04763740301132202, -0.022538289427757263, 0.04979252070188522, 0.028450528159737587, -0.07737483084201813, 0.07252481579780579, -0.030116014182567596, 0.0468515045940876, -0.034759845584630966, 0.013469194993376732, 0.05057914927601814, -0.034338075667619705, -0.050322651863098145, -0.0022523372899740934, 0.02015680819749832, 0.010388492606580257, -0.04331551492214203, 0.00333287101238966, 0.06587759405374527, 0.019158711656928062, 0.01436410378664732, -0.05336739122867584, 0.022458037361502647, -0.04246595874428749, 0.023924289271235466, 0.050215303897857666, 0.018287859857082367, 0.04371283948421478, 0.021118979901075363, -0.02932163141667843, 0.01944304257631302, 0.03451218828558922, -0.050671372562646866, -0.01284281350672245, -0.05184005945920944, 0.031085042282938957, -0.03651616349816322, -0.031461797654628754, 0.002389198401942849, -0.08081459254026413, -0.011752067133784294, -0.04701770097017288, -0.061717208474874496, 0.028347088024020195, 0.040155600756406784, -0.09197504818439484, -0.0020981396082788706, 0.07034964859485626, 0.04549248516559601, 0.015336942858994007, 0.02600637823343277, 0.022382361814379692, -0.052802447229623795, -0.028809331357479095, -0.017698466777801514, -0.0071054259315133095, 0.01298459805548191, -0.03114834614098072, -0.0292693842202425, -0.012137651443481445, -0.03427029773592949, -0.038327667862176895, 0.027257973328232765, -0.02112780138850212, 0.06850671023130417, -0.014532368630170822, 0.07910770177841187, -0.022793009877204895, 0.039544831961393356, 0.06482594460248947, 0.08570032566785812, -0.009962395764887333, -0.033109623938798904, 0.03758230432868004, 0.0806141123175621, -0.06528045982122421, -0.0557124949991703, -0.04105836898088455, -0.033263541758060455, 0.04303460195660591, -0.029050813987851143, -0.04755287244915962, 0.02852003276348114, -0.055421166121959686, -0.003878589952364564, 0.0017077618977054954, -0.11602102965116501, -0.041899632662534714, 0.02500276453793049, -0.05763530731201172, 0.048303477466106415, -0.006934431381523609, -0.005951959639787674, -0.08617115020751953, 0.010427878238260746, -0.03314706310629845, -0.014053735882043839, 0.07679352164268494, 0.01608380302786827, -0.008295929059386253, 0.001090698759071529, -0.004608933348208666, 0.025406360626220703, 0.07158882170915604, -0.013717231340706348, -0.00035143987042829394, 0.014015219174325466, 0.06515568494796753, 0.04192814603447914, -0.03629495948553085, -2.4604110626588062e-33, 0.0018784789135679603, -0.0039102621376514435, 0.033553820103406906, 0.08619900047779083, 0.05198201164603233, -0.09373405575752258, -0.034308332949876785, 0.022228188812732697, -0.06826820224523544, 0.02196090668439865, -0.017923859879374504, -0.024768341332674026, -0.006605286151170731, 0.07155118882656097, 0.01464036013931036, -0.07102478295564651, 0.044536031782627106, 0.023983042687177658, -0.02186649851500988, -0.02003444917500019, 0.0025533963926136494, -0.06000886857509613, 0.03900923952460289, -0.03869792819023132, 0.04167743772268295, 0.16492392122745514, 0.007897628471255302, -0.024509534239768982, 0.14381080865859985, 0.029782231897115707, 0.042851801961660385, 0.0050001186318695545, -0.16428537666797638, 0.013688143342733383, -0.055159855633974075, 0.10300444066524506, 0.01360724214464426, -0.03826677426695824, 0.018670884892344475, -0.014848104678094387, -0.027354776859283447, 0.05361444130539894, 0.06437996029853821, -0.013215265236794949, -0.0006791481864638627, -0.025104206055402756, -0.00582505390048027, 0.028905723243951797, 0.07643318921327591, 0.023402322083711624, 0.023420248180627823, 0.10612495988607407, -0.1052575334906578, -0.01712522841989994, 0.07775215804576874, 0.002732302062213421, -0.007215272169560194, -0.049107395112514496, 0.019977973774075508, 0.05922889709472656, 0.005212817806750536, 0.08112454414367676, 0.03647758066654205, -0.029840413480997086, -0.05061580613255501, 0.04465958848595619, -0.08738449215888977, -0.05883985385298729, -0.00478262547403574, 0.019217271357774734, -0.024844003841280937, -0.04076916724443436, 0.06561864912509918, -0.09586605429649353, -0.0247998908162117, 0.07252951711416245, -0.09887358546257019, -0.020252332091331482, -0.029744351282715797, -0.016020480543375015, -0.03664243966341019, -0.06108088418841362, 0.014786186628043652, -0.1037200391292572, 0.015316588804125786, 0.056262534111738205, 0.01583675481379032, -0.03377320244908333, -0.08306769281625748, -0.008273369632661343, 0.006652649957686663, 0.028080575168132782, 0.03188588470220566, -0.003656720509752631, -0.05114616081118584, 6.907494087244659e-34, -0.04641758278012276, -0.024801284074783325, -0.019101077690720558, 0.025111377239227295, 0.10432888567447662, -0.000002893812279580743, -0.045015837997198105, 0.01980571448802948, -0.012154300697147846, 0.04773292317986488, -0.013917976059019566, 0.009879622608423233, 0.07105066627264023, -0.004635046701878309, -0.001282964483834803, 0.0023633174132555723, 0.05559477210044861, 0.015833204612135887, -0.042352352291345596, -0.006355099845677614, 0.0009320616372860968, 0.06198286637663841, -0.01438887882977724, -0.06223587319254875, 0.014378149062395096, 0.03413015604019165, 0.04059506952762604, -0.01436650287359953, -0.019810793921351433, -0.01045788824558258, 0.05596175044775009, -0.025658922269940376, -0.05603775754570961, -0.0908547192811966, -0.03818782791495323, 0.09124782681465149, 0.10931955277919769, -0.018087949603796005, 0.01313592866063118, -0.11956406384706497, 0.06026991084218025, -0.020991135388612747, 0.019207222387194633, -0.09145412594079971, -0.029267484322190285, 0.023784123361110687, 0.02482077293097973, 0.0235610231757164, -0.031567059457302094, 0.10524263978004456, 0.06150481849908829, -0.010980181396007538, 0.0405978187918663, -0.055982086807489395, 0.003979144152253866, -0.07097553461790085, 0.03563017025589943, -0.07462824136018753, 0.00559892738237977, 0.001601052121259272, -0.06524203717708588, -0.028152093291282654, 0.016446243971586227, -0.021487189456820488, 0.055308353155851364, -0.03232496604323387, -0.03945931792259216, 0.09411012381315231, -0.01158200204372406, 0.004399376921355724, 0.09124353528022766, 0.004652330186218023, -0.0014533784706145525, 0.07099080830812454, 0.129686638712883, -0.036030203104019165, 0.014320939779281616, 0.03074013441801071, -0.038985252380371094, 0.04357818514108658, 0.0011895449133589864, -0.06718790531158447, 0.04855536296963692, 0.010032794438302517, 0.025454258546233177, 0.02378583513200283, -0.01971655711531639, 0.0166447963565588, -0.011292627081274986, 0.07478303462266922, -0.0812949538230896, 0.027037151157855988, 0.1111985519528389, -0.0015029965434223413, 0.17714466154575348, -2.4523082231553417e-8, 0.0327536016702652, 0.05427774414420128, 0.048520661890506744, 0.06275634467601776, -0.11262867599725723, -0.047854743897914886, 0.026325648650527, -0.04412585869431496, -0.07983393967151642, -0.02541188709437847, -0.073517344892025, 0.07164208590984344, 0.006939959712326527, 0.10462971776723862, -0.07521028071641922, -0.08519654721021652, 0.11234099417924881, 0.0053514898754656315, -0.044427111744880676, -0.03777066990733147, 0.038396868854761124, 0.0716574564576149, 0.0027424709405750036, -0.09191854298114777, -0.040880270302295685, 0.0734320804476738, -0.036639101803302765, 0.039039596915245056, -0.017459455877542496, -0.11328010261058807, -0.06885884702205658, 0.049805089831352234, -0.010820329189300537, 0.03241107612848282, -0.013324826955795288, 0.0033804429695010185, -0.013505646958947182, 0.00925672147423029, -0.07270829379558563, 0.026517942547798157, 0.02321333810687065, -0.05123031884431839, -0.02668014168739319, 0.05220234394073486, 0.10555269569158554, 0.02548169158399105, 0.0006453226669691503, -0.09504105895757675, -0.016566278412938118, 0.06621601432561874, 0.005614312831312418, 0.03483255207538605, 0.03794875741004944, -0.01485330332070589, 0.07957315444946289, 0.013766258955001831, 0.0019447203958407044, -0.020581012591719627, -0.031133195385336876, 0.0521419458091259, 0.060491736978292465, -0.02656577154994011, -0.050384484231472015, 0.03781808167695999 ]
p
If anyone tried it for similar project, please reach out afterwards.
[ "tags", "tags/vector-image-search" ]
10,814
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ -0.05463012680411339, 0.05205545201897621, 0.010378177277743816, 0.02278815396130085, 0.0739581510424614, -0.06809134036302567, 0.03886435180902481, -0.013174296356737614, -0.024652846157550812, -0.07460238039493561, -0.07025468349456787, 0.07255526632070541, 0.007941115647554398, 0.07075243443250656, 0.055918656289577484, -0.020781107246875763, 0.027100402861833572, -0.0009043854079209268, -0.0016351353842765093, 0.06590404361486435, 0.013968011364340782, 0.04480624571442604, 0.07349395751953125, -0.016728129237890244, 0.017289817333221436, -0.059289827942848206, 0.007130983751267195, -0.03749212622642517, -0.0923599898815155, -0.004506351426243782, -0.04504545405507088, -0.03876559063792229, 0.01956053264439106, 0.04321814328432083, -0.015765966847538948, -0.022991014644503593, -0.013247530907392502, -0.06882056593894958, 0.04942302405834198, -0.03687547147274017, -0.0024869837798178196, -0.08117171376943588, -0.01175643689930439, 0.06578768789768219, 0.04212164506316185, -0.008393962867558002, 0.011076150462031364, 0.036308735609054565, -0.006911595351994038, -0.027404943481087685, 0.0521421954035759, -0.043001122772693634, 0.061192844063043594, -0.029226431623101234, 0.029503842815756798, -0.021569592878222466, 0.028953203931450844, -0.03815736249089241, -0.018310876563191414, -0.014728105627000332, 0.022934764623641968, 0.05829505994915962, -0.045851100236177444, 0.06227952614426613, 0.0018562987679615617, 0.032185278832912445, 0.021744996309280396, 0.08397752046585083, 0.029004650190472603, 0.016451481729745865, -0.042047593742609024, 0.048342738300561905, 0.0438530296087265, 0.07533905655145645, 0.019512441009283066, 0.005402002949267626, 0.01693078689277172, -0.011259658262133598, 0.04140404984354973, 0.06133134290575981, 0.03043985739350319, -0.05254945904016495, -0.059833209961652756, -0.02193758264183998, -0.04253246635198593, -0.08733107894659042, 0.05593881756067276, 0.01232963614165783, -0.014469115063548088, 0.01724940538406372, -0.03239655867218971, 0.03410040959715843, 0.05222935602068901, -0.02948060818016529, 0.026018762961030006, 0.010146169923245907, -0.09128831326961517, 0.021820906549692154, -0.09323306381702423, 0.03873543441295624, -0.010864322073757648, 0.005041913129389286, 0.07912281155586243, -0.04889020323753357, -0.00912864226847887, 0.047858644276857376, -0.06282088160514832, 0.08446677029132843, -0.04637961462140083, -0.10798387229442596, -0.0016055291052907705, 0.11051847785711288, 0.04495708644390106, 0.10082754492759705, 0.05611617490649223, 0.09270034730434418, 0.011387137696146965, 0.040266796946525574, 0.08074060827493668, -0.011454231105744839, 0.032712049782276154, -0.01842454820871353, -0.002271829405799508, 0.009473486803472042, -0.04156889021396637, -0.007742010056972504, 0.0344812348484993, -8.721933718915178e-33, 0.0448567196726799, -0.002566845854744315, 0.034845270216464996, 0.04298543557524681, -0.011319256387650967, -0.019524099305272102, 0.008097105659544468, -0.007226616144180298, -0.07795904576778412, 0.07140841335058212, 0.09480348229408264, 0.03361805900931358, -0.009505730122327805, -0.04512759670615196, -0.020080922171473503, -0.1054607406258583, -0.08127441257238388, -0.02843456156551838, -0.046574193984270096, 0.07983849197626114, 0.0015213562874123454, 0.06611558794975281, -0.08557555824518204, 0.05996328219771385, 0.035778310149908066, 0.10207687318325043, 0.006927965208888054, -0.07892145216464996, 0.04324023798108101, 0.05206963047385216, -0.08003829419612885, 0.05885947868227959, -0.009161239489912987, 0.013484150171279907, -0.017204515635967255, 0.08945820480585098, 0.012467648833990097, -0.0317157618701458, -0.09965696185827255, 0.0382876917719841, -0.008337115868926048, -0.04694528505206108, -0.026205478236079216, -0.04087492451071739, 0.014933744445443153, 0.0005904486170038581, 0.05061100423336029, -0.04308519512414932, -0.03673786297440529, -0.09250597655773163, 0.002019967185333371, 0.038431648164987564, -0.02497762255370617, -0.043987661600112915, -0.0266393031924963, -0.05863133817911148, -0.05753812938928604, -0.09910890460014343, 0.09407727420330048, 0.09323519468307495, 0.03410688042640686, 0.06368833035230637, -0.04796173796057701, -0.024263275787234306, -0.06780491769313812, 0.0449410118162632, -0.031125767156481743, 0.0045110974460840225, -0.03688473254442215, -0.05073294788599014, -0.004231244791299105, -0.031444475054740906, -0.05109677463769913, 0.04026274383068085, 0.01508198119699955, 0.06400793790817261, -0.029575521126389503, 0.039488065987825394, -0.001436438295058906, 0.00446768244728446, -0.0063830772414803505, 0.01015897374600172, -0.036602411419153214, -0.03960725665092468, -0.005936569534242153, 0.044118136167526245, 0.03420168533921242, -0.0313626267015934, -0.06507860869169235, -0.015246929600834846, 0.05788449943065643, -0.023260731250047684, 0.03832857310771942, 0.03033156879246235, -0.03741854429244995, 5.490363831970396e-33, -0.014044751413166523, 0.0506303496658802, -0.04377910867333412, 0.008682076819241047, 0.0016784458421170712, -0.02428489178419113, 0.00460112513974309, 0.1837252676486969, -0.006874397397041321, -0.06446259468793869, 0.029428238049149513, -0.055961232632398605, -0.03551078215241432, 0.035257067531347275, 0.09926264733076096, -0.032747700810432434, 0.017969179898500443, -0.08295074105262756, 0.03234804421663284, 0.07146365940570831, 0.002339967992156744, 0.13389410078525543, -0.07475724816322327, 0.034612592309713364, 0.03530150279402733, -0.006399151869118214, 0.06554926931858063, -0.044667232781648636, 0.01651149056851864, 0.011102703399956226, -0.015945956110954285, 0.015177760273218155, -0.09144546091556549, 0.00035625521559268236, 0.048678770661354065, -0.020661894232034683, 0.032802268862724304, -0.058548454195261, -0.04942457750439644, -0.12076807767152786, 0.06491533666849136, -0.10626696050167084, -0.026108717545866966, 0.07881169766187668, 0.027273209765553474, -0.07857655733823776, 0.10853681713342667, 0.05392593890428543, 0.024100931361317635, 0.135204017162323, 0.005845782812684774, 0.007405524607747793, 0.003875989932566881, -0.031591013073921204, -0.050304967910051346, -0.03962133452296257, 0.06723307073116302, -0.0651060938835144, -0.05010604113340378, -0.029418468475341797, -0.1334494948387146, 0.05841721594333649, 0.011695202440023422, -0.07742675393819809, 0.04868987202644348, -0.0546475425362587, -0.0078884931281209, -0.06324587017297745, 0.10061785578727722, 0.04707842320203781, -0.0033102643210440874, 0.0002677041629794985, -0.073029525578022, 0.05679033696651459, 0.05919061228632927, 0.004518111236393452, 0.07613598555326462, -0.028245531022548676, 0.01174141000956297, 0.01326618529856205, -0.00933235976845026, -0.007405386306345463, 0.08110668510198593, 0.07206322997808456, 0.07801924645900726, -0.022854654118418694, 0.009722675196826458, 0.044509511440992355, 0.016591984778642654, -0.05061584711074829, -0.16077549755573273, -0.12179308384656906, -0.024497682228684425, -0.11929955333471298, 0.07854198664426804, -2.6138859965385564e-8, -0.008797602728009224, -0.04718460515141487, 0.012467171996831894, 0.0026891627348959446, 0.06856036931276321, 0.01294267550110817, 0.009002279490232468, 0.05600651726126671, -0.056031208485364914, 0.005208069924265146, -0.05999651551246643, 0.06496654450893402, -0.05263236165046692, -0.04408726096153259, 0.055687107145786285, -0.012023699469864368, 0.05841820687055588, -0.028568845242261887, -0.03124055825173855, 0.030478380620479584, -0.013139604590833187, 0.013749305158853531, 0.05509959161281586, -0.00778342317789793, -0.059453826397657394, 0.004589475691318512, -0.03304833918809891, 0.012704160995781422, -0.010713987983763218, 0.014262789860367775, -0.00015486657503060997, 0.04141274467110634, -0.06983926147222519, 0.04511893540620804, -0.07313593477010727, -0.010907821357250214, -0.04587789997458458, -0.04448497295379639, 0.04364480450749397, -0.008021682500839233, -0.007396781351417303, -0.02543487586081028, 0.001575469970703125, 0.09511798620223999, -0.015804357826709747, -0.04497218504548073, -0.036858782172203064, -0.04944511875510216, 0.03750159591436386, 0.03054252825677395, -0.06060809642076492, -0.005232682451605797, 0.008961656130850315, 0.06634020805358887, 0.03281761705875397, 0.05286180600523949, -0.0450458824634552, -0.023250272497534752, 0.07707571238279343, 0.02105763927102089, 0.051902879029512405, 0.034010667353868484, -0.04032847285270691, -0.012481007725000381 ]
p
I’ll be happy to talk about it.
[ "tags", "tags/vector-image-search" ]
10,815
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ -0.007141225505620241, -0.000016770434740465134, 0.013986846432089806, -0.044855304062366486, 0.10262061655521393, 0.011112874373793602, 0.03255447372794151, 0.021967586129903793, 0.006683229934424162, -0.08437273651361465, -0.01759774424135685, 0.04829012602567673, -0.034040626138448715, -0.0005243037594482303, -0.0129022728651762, -0.007014790084213018, -0.026890559121966362, 0.1123141348361969, -0.04530872404575348, -0.04529816284775734, 0.04756112024188042, -0.022132154554128647, -0.0894434005022049, -0.007408449426293373, 0.01649666763842106, 0.024896834045648575, -0.04637580364942551, -0.05498320609331131, -0.007949350401759148, 0.0033349506556987762, -0.07079034298658371, 0.10018518567085266, -0.028551146388053894, -0.0014730211114510894, -0.03246955946087837, -0.004585674032568932, 0.020446252077817917, 0.02370615303516388, -0.12470123916864395, -0.04247044399380684, -0.022044219076633453, -0.08789590001106262, -0.019501520320773125, 0.013536445796489716, 0.056214287877082825, 0.050274018198251724, 0.0012657378101721406, -0.01753195933997631, -0.03325383737683296, -0.011435968801379204, -0.04378588870167732, -0.0008412550669163465, -0.00668796943500638, 0.05018608644604683, -0.03805636987090111, 0.0198777224868536, 0.06410406529903412, -0.03286585956811905, 0.038100164383649826, 0.05461057275533676, 0.041928380727767944, 0.004602491389960051, 0.007241816725581884, 0.0663532242178917, 0.08822111040353775, -0.03507773578166962, 0.0429464690387249, -0.12496680021286011, 0.03514379635453224, -0.1249833032488823, -0.03688422217965126, -0.015223756432533264, 0.008165876381099224, 0.07465335726737976, 0.05041040480136871, -0.05618177726864815, 0.025492636486887932, 0.04275685176253319, 0.0919308066368103, 0.05254732444882393, -0.0045303963124752045, 0.10337284207344055, 0.012345138937234879, -0.057474035769701004, 0.08467110246419907, 0.017603544518351555, -0.10581673681735992, -0.00631981436163187, -0.13347430527210236, -0.05375561863183975, -0.016663072630763054, -0.07602041214704514, -0.014105701819062233, -0.08615348488092422, 0.035842765122652054, -0.044791169464588165, -0.045495714992284775, -0.06923839449882507, 0.06387864053249359, -0.03162426874041557, -0.041820358484983444, 0.019069131463766098, 0.01740611344575882, -0.03595668077468872, 0.02230357937514782, -0.012649201788008213, 0.03456524759531021, 0.040900811553001404, 0.021009530872106552, 0.005966788623481989, 0.03909390792250633, -0.041479501873254776, 0.0685693770647049, -0.06887263804674149, 0.04316508397459984, 0.02109767124056816, -0.04883955046534538, 0.06471223384141922, 0.007196881342679262, 0.055609285831451416, -0.0012121571926400065, -0.03807905316352844, -0.05033538118004799, 0.010846912860870361, 0.021914562210440636, 0.057836443185806274, -0.0220143124461174, -1.348206705217233e-33, -0.003685822943225503, 0.051070041954517365, -0.0626244843006134, -0.014776408672332764, -0.04123494401574135, -0.01886308379471302, -0.018412917852401733, -0.024804972112178802, -0.0013856197474524379, 0.04797321557998657, -0.06330956518650055, 0.08653020113706589, 0.00347121967934072, 0.05032157897949219, 0.006650999188423157, -0.03596770763397217, 0.029621800407767296, 0.06640812754631042, 0.05408816039562225, -0.03972040116786957, 0.02426634542644024, -0.009723027236759663, 0.004800144582986832, -0.03930427134037018, -0.009730055928230286, 0.010278319008648396, -0.1306345909833908, 0.027317030355334282, -0.019746005535125732, 0.019731609150767326, -0.08587472140789032, 0.047674283385276794, -0.09253951907157898, -0.05052979663014412, 0.022401465103030205, -0.09296997636556625, 0.03667033091187477, -0.09603492170572281, 0.044240038841962814, -0.0066872104071080685, 0.016903502866625786, 0.028211453929543495, -0.04237472265958786, -0.08918323367834091, -0.028583098202943802, 0.11558172106742859, 0.05985649302601814, -0.015755698084831238, -0.05640634894371033, -0.021451333537697792, 0.02218129113316536, -0.045048847794532776, -0.12950466573238373, -0.04033646732568741, 0.06169462949037552, 0.057060327380895615, 0.038026001304388046, -0.051178883761167526, -0.00095308234449476, 0.02619936689734459, -0.03784163296222687, -0.009784515015780926, -0.02560725249350071, 0.01740613393485546, 0.028540266677737236, -0.08609744906425476, 0.06393744051456451, 0.06912479549646378, 0.02232051081955433, 0.026974137872457504, -0.008601406589150429, 0.04920542612671852, -0.017084022983908653, -0.019559135660529137, -0.013893025927245617, -0.022937921807169914, 0.007871397770941257, 0.011403809301555157, 0.022799547761678696, 0.04584558680653572, -0.09726769477128983, 0.03592419996857643, 0.020182017236948013, -0.0432928130030632, 0.027390284463763237, 0.06721499562263489, 0.004622232168912888, 0.007026713341474533, -0.04170979559421539, -0.07689035683870316, -0.021716894581913948, 0.049740009009838104, 0.005402569193392992, 0.016360227018594742, -0.06302803009748459, -1.2147768924683721e-33, -0.0551624670624733, 0.006267068441957235, 0.014400663785636425, 0.022228630259633064, 0.0055924286134541035, 0.01505452860146761, 0.048674777150154114, -0.06927267462015152, -0.030295878648757935, 0.0021610569674521685, -0.014424698427319527, -0.08492612093687057, -0.05889512971043587, -0.09594891965389252, -0.024202078580856323, 0.0050277975387871265, -0.021784033626317978, -0.12284284085035324, -0.07189098000526428, 0.027405669912695885, -0.029442988336086273, -0.017614049836993217, -0.08327081799507141, -0.022630296647548676, -0.06496571004390717, -0.04616555571556091, -0.05086366832256317, -0.05356110632419586, -0.07725133001804352, 0.04110335931181908, 0.019255463033914566, -0.09680905938148499, -0.03467675670981407, -0.006877410225570202, 0.025129619985818863, -0.06762655079364777, 0.02872242033481598, -0.00899389199912548, 0.01484762318432331, 0.01720162108540535, 0.001177957863546908, 0.05862833186984062, 0.031346868723630905, 0.05483124405145645, -0.034118011593818665, -0.014889761805534363, 0.07042012363672256, 0.035087015479803085, 0.05817519873380661, 0.02236107736825943, 0.031513821333646774, 0.03508481755852699, 0.031527917832136154, -0.014562233351171017, -0.07858797907829285, 0.10284209996461868, -0.046377893537282944, -0.03823266923427582, -0.05496857687830925, 0.01524579618126154, -0.03508217632770538, -0.02487797662615776, 0.02518012560904026, -0.056310877203941345, 0.09617249667644501, 0.1018422320485115, 0.009534843266010284, 0.002432060893625021, 0.01342530082911253, -0.007915093563497066, 0.060252703726291656, -0.060173846781253815, 0.03419385105371475, 0.04247028008103371, -0.05841517820954323, -0.15668435394763947, 0.08573607355356216, -0.05092485994100571, -0.01953709125518799, 0.027330251410603523, -0.0033179335296154022, -0.07115522772073746, 0.0061012739315629005, 0.048785630613565445, 0.024238651618361473, 0.05170448496937752, -0.004269784782081842, -0.008294237777590752, 0.060969699174165726, 0.00038892077282071114, -0.03939216583967209, 0.08936239778995514, -0.04651341214776039, -0.0057835932821035385, 0.0416678786277771, -1.884957079312244e-8, -0.08110758662223816, 0.03447555750608444, -0.0010512316366657615, -0.07677152007818222, -0.023751629516482353, -0.01596248149871826, 0.08400239795446396, 0.09184478223323822, -0.027363203465938568, -0.016206352040171623, -0.04648260027170181, 0.00791193451732397, -0.05860003083944321, 0.047303277999162674, 0.13328644633293152, -0.00574873574078083, 0.12677432596683502, 0.0026178620755672455, -0.015098731964826584, 0.03178273141384125, 0.017732789739966393, 0.04054928198456764, -0.03354617580771446, -0.017418550327420235, -0.06420745700597763, -0.04652859643101692, -0.003573767840862274, 0.06385216861963272, 0.06775878369808197, 0.049167271703481674, -0.044910840690135956, 0.059635210782289505, 0.008612655103206635, 0.043825145810842514, 0.1141972541809082, 0.012766778469085693, 0.10497421771287918, -0.03461815044283867, -0.0038987856823951006, -0.047285888344049454, 0.028015103191137314, 0.13322511315345764, 0.009010841138660908, 0.06351657211780548, -0.03382212296128273, 0.0368119478225708, 0.061356138437986374, -0.07711966335773468, -0.033743035048246384, 0.04235612973570824, 0.046005405485630035, 0.023988043889403343, -0.022199517115950584, 0.1077909767627716, 0.02413526363670826, 0.06122051924467087, -0.000465488585177809, -0.021449126303195953, 0.03347618505358696, 0.059253185987472534, 0.0479169636964798, 0.012437332421541214, 0.049278851598501205, -0.026753807440400124 ]
p
Is sift for feature transform something about feature transform.
[ "tags", "tags/vector-image-search" ]
10,816
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(21)
[ -0.018568115308880806, -0.009452824480831623, -0.01554018072783947, 0.0595327764749527, 0.04122325778007507, 0.017290886491537094, -0.09468235075473785, 0.012643899768590927, -0.0020917404908686876, -0.005738651845604181, -0.00332821742631495, 0.0857597067952156, 0.030325524508953094, -0.030770285055041313, -0.050405051559209824, -0.024825431406497955, 0.019721979275345802, -0.04570592939853668, -0.013279776088893414, -0.03647198900580406, -0.0008263172931037843, -0.011796037666499615, -0.012083502486348152, 0.01249962579458952, 0.00682162307202816, 0.008136624470353127, -0.023496504873037338, 0.033827852457761765, 0.02385004051029682, 0.015398846007883549, 0.017636556178331375, 0.1061081662774086, 0.0002995130780618638, -0.00772470235824585, -0.1716538518667221, 0.00749986944720149, -0.01723041944205761, 0.05310940742492676, -0.04335811361670494, -0.035837698727846146, -0.04195019230246544, -0.031034639105200768, -0.040703900158405304, 0.0027562654577195644, 0.12189245969057083, 0.08678196370601654, -0.04996734857559204, -0.09187953919172287, -0.020488973706960678, -0.03665539622306824, -0.08254188299179077, -0.06600262969732285, -0.01620197296142578, -0.0001725974289001897, 0.01895303465425968, 0.018745889887213707, -0.0023101866245269775, -0.012385725975036621, -0.004982880782335997, 0.0010903780348598957, 0.026729166507720947, -0.05072575435042381, -0.10612747073173523, 0.06465557217597961, 0.06335599720478058, -0.07559677213430405, -0.03518658131361008, 0.0009748563170433044, 0.07215553522109985, -0.11903539299964905, -0.008538522757589817, 0.058114226907491684, 0.0172092467546463, 0.02427988499403, 0.061624836176633835, -0.026606233790516853, 0.0734889879822731, 0.015355144627392292, 0.04106229543685913, 0.03767847642302513, -0.040706176310777664, 0.034534454345703125, 0.04145166277885437, 0.009167598560452461, 0.06780628114938736, 0.05592178925871849, -0.060586944222450256, -0.039088498800992966, -0.0490337498486042, -0.02913518436253071, 0.017607200890779495, -0.030713027343153954, -0.018249595537781715, -0.08001130819320679, -0.06181567907333374, 0.020603368058800697, 0.011422410607337952, 0.04486764594912529, -0.06512217968702316, 0.03212997317314148, -0.011371194384992123, 0.02905726432800293, 0.03498707711696625, -0.029515424743294716, 0.021565036848187447, -0.0904565304517746, 0.051472023129463196, -0.014088303782045841, 0.0965205729007721, -0.12266255170106888, -0.03780074045062065, 0.03978640213608742, -0.06367816030979156, -0.0678396001458168, -0.040828559547662735, 0.04271465167403221, -0.036191247403621674, -0.03520409017801285, 0.04762880131602287, 0.084666408598423, -0.01854357309639454, -0.016589302569627762, -0.01067961473017931, 0.02233135513961315, -0.021316902711987495, -0.019213059917092323, -0.098802849650383, -4.535942958832829e-34, 0.07113155722618103, 0.017845703288912773, 0.03519710898399353, -0.05591268464922905, 0.019442521035671234, -0.025658421218395233, -0.03897356986999512, -0.036838140338659286, 0.048433370888233185, 0.01109782513231039, 0.0022532104048877954, -0.02534477226436138, 0.014960523694753647, 0.09150885790586472, 0.09727364033460617, -0.01328234001994133, -0.1036430150270462, 0.013964548707008362, 0.028932733461260796, 0.00079816032666713, 0.09194456040859222, 0.002540757181122899, 0.09079881012439728, -0.03952815383672714, -0.00874453503638506, 0.10242462903261185, 0.0777227059006691, 0.03358163684606552, -0.017605330795049667, 0.0601407028734684, -0.004869846627116203, 0.07075593620538712, -0.08281408250331879, 0.01750321127474308, 0.03206813707947731, 0.03400884196162224, 0.04533090442419052, -0.0542195700109005, 0.06929842382669449, -0.03476366400718689, -0.02249651402235031, -0.06709236651659012, -0.01195179671049118, -0.05864763632416725, -0.04101060330867767, 0.05662553757429123, 0.045360859483480453, -0.08867403864860535, -0.05281347408890724, 0.058491628617048264, 0.0726320743560791, -0.013154739513993263, 0.008147628977894783, -0.034340910613536835, -0.0331549271941185, 0.09201154857873917, 0.021942932158708572, -0.04771280288696289, -0.04634559899568558, -0.021532073616981506, -0.0050658416002988815, -0.03416246175765991, 0.01234701182693243, 0.09416840970516205, -0.009744650684297085, 0.06635253876447678, -0.0018568173982203007, -0.024253297597169876, 0.085454061627388, 0.009857135824859142, 0.012459582649171352, -0.007569363806396723, -0.09293654561042786, -0.04454320669174194, 0.04432772472500801, -0.08054597675800323, 0.05995062366127968, 0.01486719399690628, 0.09684949368238449, 0.010693540796637535, -0.034919437021017075, 0.028810497373342514, -0.027702439576387405, -0.05286655202507973, -0.0036645885556936264, 0.037452276796102524, 0.00007648392056580633, -0.0008589791250415146, -0.017686789855360985, -0.03857830911874771, -0.054423071444034576, -0.002612542128190398, -0.06445596367120743, 0.053619418293237686, 0.04504784569144249, -6.339486492555195e-34, -0.04567132890224457, 0.020558202639222145, -0.07328826934099197, 0.04211990907788277, -0.025373023003339767, -0.027398571372032166, 0.0015968343941494823, -0.015031070448458195, 0.01012236438691616, 0.011159499175846577, 0.005618111230432987, -0.018195129930973053, -0.043097250163555145, 0.008078038692474365, 0.04349842295050621, 0.004840361885726452, -0.1488877385854721, -0.04117661714553833, -0.0595121905207634, 0.028467124328017235, -0.03766300901770592, 0.04465723782777786, -0.0424247607588768, -0.04879914969205856, -0.057196203619241714, -0.01922665163874626, -0.08163569867610931, 0.07373850792646408, 0.03967156261205673, 0.014573995023965836, -0.004171736538410187, -0.04808153957128525, -0.02845747023820877, -0.07640296965837479, -0.06895934045314789, 0.07627177238464355, 0.007921433076262474, -0.006410222500562668, 0.00972691923379898, 0.007832702249288559, -0.01207744237035513, 0.04438406601548195, -0.05872153118252754, -0.04178730398416519, -0.01740984432399273, 0.04405619204044342, 0.013935210183262825, 0.019612133502960205, 0.032309357076883316, -0.006938468664884567, 0.09246288239955902, -0.021983571350574493, -0.04607117548584938, -0.05138026177883148, -0.06814665347337723, -0.002465600147843361, 0.007426093798130751, 0.02913442999124527, -0.03851858153939247, 0.018910091370344162, -0.023681258782744408, -0.035054873675107956, 0.03363299369812012, 0.0023192157968878746, -0.017228856682777405, 0.025236234068870544, -0.029007280245423317, 0.0436980314552784, -0.032690972089767456, -0.007625658996403217, 0.009449551813304424, 0.052570443600416183, 0.006050568539649248, 0.04352546110749245, -0.051337070763111115, -0.06185314431786537, -0.026732251048088074, -0.08306089788675308, -0.09382180124521255, -0.0752568393945694, -0.00494624488055706, -0.11691059917211533, 0.05177919194102287, 0.07673615217208862, 0.08462437987327576, 0.031680889427661896, -0.00391383608803153, 0.00043440048466436565, -0.0672960951924324, -0.01705203391611576, -0.014917251653969288, 0.05440976843237877, -0.001617495552636683, 0.12515772879123688, -0.05708926543593407, -3.353385480409088e-8, -0.06392622739076614, -0.05392776057124138, 0.11869475990533829, -0.030839841812849045, 0.03340013325214386, 0.055494524538517, 0.04209800064563751, 0.08648516982793808, -0.027387676760554314, -0.04634847491979599, -0.022882891818881035, 0.007271614857017994, -0.042091675102710724, 0.043525680899620056, 0.09110959619283676, 0.0806666761636734, 0.12005244195461273, 0.03839796036481857, -0.02896285243332386, 0.04052587226033211, 0.059169042855501175, -0.043593134731054306, -0.0022443344350904226, -0.005974256433546543, 0.08127778023481369, -0.045632682740688324, -0.01944146677851677, 0.09985187649726868, 0.04059508442878723, -0.008578486740589142, -0.029527999460697174, 0.07681617140769958, 0.056909509003162384, 0.06330294162034988, 0.053562115877866745, 0.14520789682865143, 0.08993613719940186, -0.06869779527187347, -0.11032525449991226, -0.056982606649398804, -0.044753849506378174, 0.047831643372774124, 0.0031715515069663525, 0.05202566832304001, -0.011310174129903316, 0.05784028396010399, 0.014421551488339901, -0.07788174599409103, -0.008100954815745354, 0.06713065505027771, 0.03491707146167755, 0.04243806004524231, -0.018879704177379608, 0.030648062005639076, 0.03767005354166031, 0.039731401950120926, 0.0698261708021164, -0.0944395512342453, 0.00848759151995182, 0.033473312854766846, -0.012158975936472416, -0.013397975824773312, 0.09061688929796219, 0.03695690631866455 ]
p
It’s basically a more traditional method without learned features through machine learning, as in you don’t train the model, but it’s more traditional methods.
[ "tags", "tags/vector-image-search" ]
10,817
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,818
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.015547061339020729, -0.03752855211496353, -0.03665643185377121, -0.027465708553791046, 0.07853725552558899, -0.03411520645022392, -0.04643271863460541, -0.11657536774873734, 0.006293869111686945, -0.10305444151163101, 0.041465360671281815, 0.0008299979963339865, 0.12384747713804245, 0.0498223751783371, -0.023423267528414726, -0.016217106953263283, -0.04842834174633026, 0.04174673184752464, -0.02386515587568283, -0.08824243396520615, 0.004704042803496122, -0.11750957369804382, -0.021000361070036888, -0.0032528850715607405, 0.005287774372845888, 0.061928827315568924, -0.002120998688042164, 0.0452062264084816, 0.00649573840200901, -0.04847932234406471, 0.014626935124397278, -0.010102775879204273, 0.015096443705260754, 0.04157158359885216, -0.03360068425536156, 0.07311447709798813, -0.06759417057037354, -0.03942444548010826, -0.01990318112075329, -0.07573901861906052, -0.03217114135622978, -0.02354651689529419, -0.028118012472987175, -0.017563797533512115, 0.045877158641815186, 0.10115688294172287, -0.04767577722668648, 0.034172747284173965, 0.034061770886182785, -0.0037663746625185013, -0.04216872900724411, -0.05453416705131531, -0.12537698447704315, 0.03158039599657059, 0.038426611572504044, 0.045614488422870636, 0.0001469287381041795, 0.011519539169967175, 0.07069985568523407, -0.03495264798402786, 0.09501999616622925, 0.02092920057475567, 0.014551375061273575, 0.08329565823078156, 0.13145992159843445, 0.003850047942250967, -0.009252534247934818, -0.09455429017543793, 0.007237338460981846, -0.13583123683929443, -0.001969720236957073, 0.04485533386468887, 0.09109962731599808, 0.05577448382973671, -0.030127622187137604, 0.049093157052993774, -0.04255257174372673, 0.020352277904748917, -0.04099049046635628, 0.009694112464785576, -0.01786760799586773, -0.015585152432322502, 0.034230466932058334, 0.009775114245712757, 0.1702248454093933, -0.005230126436799765, 0.012037805281579494, -0.04105675220489502, -0.0549914725124836, -0.008034761063754559, -0.03523891419172287, -0.04161500930786133, -0.0236553642898798, -0.031625788658857346, -0.019792279228568077, -0.013343253172934055, 0.025070179253816605, 0.04053012654185295, 0.03588792681694031, 0.037948183715343475, -0.04473566263914108, -0.08645583689212799, -0.019123254343867302, 0.01127127930521965, 0.09960272908210754, 0.010299443267285824, 0.007685777731239796, -0.07003051042556763, 0.09312690049409866, -0.03886996582150459, 0.004021401517093182, -0.01604856178164482, -0.02817276120185852, -0.00817093625664711, 0.03956747427582741, -0.0027293197344988585, 0.019847260788083076, 0.06622111052274704, -0.019524550065398216, -0.07014132291078568, 0.032905641943216324, -0.035026922821998596, 0.00024857401149347425, -0.06340819597244263, 0.04567093402147293, -0.04088451713323593, -0.048936065286397934, -4.0846816059761957e-33, 0.05936475843191147, -0.06260073930025101, 0.07692768424749374, -0.04909440502524376, -0.043582674115896225, -0.03825069218873978, -0.044008467346429825, 0.07318717986345291, 0.03894221782684326, -0.00019229693862143904, -0.03745054826140404, -0.019824586808681488, 0.022299032658338547, 0.08510400354862213, 0.030910352244973183, -0.02157251536846161, -0.06618417054414749, 0.030717438086867332, 0.007962613366544247, -0.029575198888778687, 0.006807762663811445, -0.07795298099517822, -0.013541942462325096, -0.026086771860718727, -0.002104006474837661, -0.02770286239683628, 0.030284825712442398, -0.007080755662173033, -0.003472506068646908, 0.005583162419497967, -0.021210508421063423, 0.029789244756102562, -0.04851822927594185, 0.05458344146609306, 0.02257213555276394, -0.049903396517038345, 0.010276474058628082, -0.005563214421272278, 0.0043323892168700695, 0.001646856195293367, 0.04572093114256859, -0.029262375086545944, -0.06282193213701248, -0.051292095333337784, 0.009821416810154915, 0.08922575414180756, -0.07209170609712601, -0.03039410151541233, -0.017079200595617294, 0.0022679793182760477, 0.07320237159729004, 0.019106529653072357, -0.0506412647664547, -0.03953799977898598, -0.035484474152326584, -0.01813093200325966, -0.009015986695885658, -0.004722546320408583, 0.047863252460956573, 0.03745018318295479, 0.0776444748044014, -0.011808117851614952, -0.05083373934030533, 0.04663953557610512, 0.026165125891566277, 0.027746090665459633, 0.007118908688426018, 0.06804218888282776, 0.005738184321671724, 0.03838680312037468, 0.013606887310743332, -0.02548750676214695, -0.025620846077799797, -0.054214853793382645, -0.030607808381319046, -0.09538804739713669, -0.02657327800989151, 0.0015906618209555745, -0.01605943776667118, -0.0029589575715363026, -0.08381378650665283, -0.056134454905986786, -0.014043264091014862, -0.07943098992109299, -0.06721752136945724, 0.041394010186195374, 0.05782925337553024, -0.05620404705405235, -0.01905343495309353, 0.024561550468206406, 0.011638144962489605, 0.09719535708427429, -0.01324088592082262, -0.020753392949700356, 0.10491645336151123, 1.4978914926215545e-33, -0.06499405950307846, 0.04603053629398346, 0.030175667256116867, 0.03824461251497269, 0.005082097370177507, -0.009927998296916485, 0.011244208551943302, -0.002319473074749112, 0.0050429049879312515, 0.045152824372053146, -0.023377887904644012, 0.01085114385932684, -0.12029118090867996, -0.02628174237906933, -0.13518504798412323, 0.03384649381041527, -0.08353778719902039, 0.027079200372099876, -0.0685664713382721, 0.13973304629325867, -0.07343143969774246, 0.04381951317191124, -0.019422052428126335, 0.021004555746912956, -0.03306421637535095, 0.043377835303545, 0.09874136745929718, -0.021145014092326164, 0.039071764796972275, -0.032745636999607086, 0.03101801685988903, 0.01215713657438755, -0.05896761640906334, -0.03490480035543442, -0.01016392931342125, -0.025610988959670067, 0.027563568204641342, -0.03935956582427025, 0.034270014613866806, 0.11079315841197968, 0.026065019890666008, -0.007137485779821873, -0.08355000615119934, -0.0018930875230580568, 0.01082164142280817, -0.05757395178079605, 0.005035019479691982, 0.05205636844038963, 0.049913037568330765, 0.08837275952100754, -0.002458761679008603, -0.02445843257009983, -0.06422740966081619, -0.015254732221364975, -0.02195197157561779, 0.006725219544023275, -0.029339304193854332, 0.04575692117214203, 0.0624997541308403, 0.04972466081380844, -0.03701373562216759, -0.07597984373569489, 0.013211987912654877, 0.01979685202240944, 0.08432822674512863, -0.06883897632360458, -0.01997227780520916, -0.043870266526937485, -0.04520810395479202, 0.101832814514637, 0.023345736786723137, 0.007395245134830475, 0.0354728177189827, -0.03602491691708565, 0.05094723030924797, -0.10243656486272812, 0.03478195518255234, 0.007637066300958395, 0.010885341092944145, -0.0862010046839714, 0.01822536252439022, -0.07225850224494934, 0.0420224592089653, 0.06235760822892189, -0.05173609405755997, 0.14101473987102509, -0.03440628945827484, -0.08028719574213028, 0.0355011485517025, 0.0011364895617589355, -0.054068926721811295, 0.054841477423906326, -0.010618803091347218, -0.005098323337733746, -0.011276850476861, -2.6160334343217073e-8, 0.009190602228045464, -0.07233944535255432, 0.014584594406187534, 0.03819485008716583, -0.027032237499952316, 0.021181747317314148, 0.003146445844322443, -0.009305781684815884, 0.04474575072526932, -0.09790099412202835, -0.02951819635927677, 0.014688418246805668, 0.0015524447662755847, 0.00014119163097348064, 0.030182190239429474, -0.09125997871160507, -0.04292414337396622, -0.0022293743677437305, -0.014394109137356281, 0.004167826380580664, 0.01407470740377903, -0.04718581587076187, 0.04368765652179718, 0.07182785123586655, 0.014511224813759327, -0.019988207146525383, -0.04582493007183075, 0.045187681913375854, 0.029435133561491966, -0.02574632503092289, 0.04036063328385353, -0.019664647057652473, 0.05196473374962807, -0.017733003944158554, 0.14995047450065613, 0.03806588798761368, -0.008195106871426105, -0.027060534805059433, -0.06295455992221832, -0.00789736770093441, 0.0256421510130167, -0.03412726894021034, 0.002686599502339959, -0.005721546709537506, 0.06477323174476624, 0.06675321608781815, 0.15102776885032654, -0.1378404051065445, -0.04356202483177185, 0.027271052822470665, 0.007935804314911366, 0.007941431365907192, -0.019016427919268608, 0.05155494809150696, 0.028067415580153465, -0.036091212183237076, 0.07434675097465515, -0.04134340211749077, 0.15803256630897522, 0.06601723283529282, 0.03234720975160599, 0.04421750828623772, 0.058855317533016205, -0.03679853677749634 ]
p
And you basically detect the different features in an image and then try to find the same features in an image which is supposed to post to be the same.
[ "tags", "tags/vector-image-search" ]
10,819
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.059728484600782394, -0.02383405901491642, 0.07680916041135788, -0.038887474685907364, 0.06429177522659302, 0.007474252488464117, 0.0027756867930293083, -0.05889306962490082, -0.019990786910057068, -0.07124465703964233, 0.004219697322696447, 0.01343575119972229, -0.027709435671567917, -0.008447516709566116, -0.02764263190329075, 0.09599129855632782, -0.008210313506424427, -0.10346803814172745, -0.05543127655982971, -0.012008649297058582, -0.020180638879537582, -0.008587378077208996, -0.04159432649612427, 0.06463390588760376, -0.09104719758033752, 0.06679842621088028, 0.030017009004950523, 0.047723837196826935, 0.00760209234431386, -0.07129639387130737, -0.09880325198173523, 0.0756821408867836, 0.04384370520710945, 0.023408105596899986, -0.006009201519191265, -0.09254126250743866, -0.002195497741922736, 0.026919202879071236, -0.05000482127070427, -0.052029676735401154, -0.05108435079455376, -0.0636497214436531, -0.03368745371699333, 0.040248677134513855, 0.05367700010538101, 0.0014380236389115453, -0.02761693485081196, -0.02639007568359375, 0.05725241079926491, 0.0010071381693705916, -0.0003027371712960303, -0.012874174863100052, -0.0782594159245491, 0.0381598100066185, 0.050490379333496094, 0.0659904032945633, -0.009862340986728668, 0.030982187017798424, 0.1198277696967125, 0.0083609102293849, 0.016269255429506302, 0.006734360940754414, -0.03018328733742237, 0.11172671616077423, 0.07514683157205582, -0.04166333004832268, -0.03779921308159828, -0.02992764115333557, -0.057990629225969315, -0.03971985727548599, -0.013034740462899208, -0.021173888817429543, -0.004593559540808201, 0.04483016952872276, 0.08115270733833313, 0.05554201081395149, 0.003768777009099722, -0.03318163380026817, -0.01573897898197174, -0.07296638935804367, -0.04561464861035347, -0.08981820940971375, -0.03855019062757492, 0.03585110232234001, 0.0996440127491951, 0.053449444472789764, -0.041655391454696655, -0.09734200686216354, -0.024175209924578667, 0.024456949904561043, -0.04047886282205582, -0.00842162873595953, -0.009281566366553307, -0.05186331272125244, -0.102834053337574, 0.025350801646709442, 0.04622197896242142, -0.07725689560174942, 0.05760473385453224, 0.0921783447265625, -0.011800349690020084, -0.044427212327718735, 0.0628184974193573, -0.006114366464316845, 0.010460526682436466, -0.02283497154712677, 0.08716541528701782, -0.013035459443926811, 0.03742516413331032, -0.030071765184402466, 0.030808132141828537, -0.11087833344936371, -0.018406568095088005, -0.014812640845775604, -0.018999947234988213, -0.024888642132282257, -0.0842447578907013, 0.044043030589818954, 0.02782721258699894, 0.0752367377281189, -0.011037065647542477, -0.06759561598300934, -0.07813845574855804, 0.0008092807838693261, 0.012368246912956238, 0.08572933822870255, -0.08161281049251556, -3.8606294439735906e-33, 0.11043068766593933, -0.008280637674033642, 0.034148942679166794, 0.008640335872769356, 0.004486961755901575, 0.014873683452606201, -0.05940088629722595, 0.020390905439853668, -0.027559267356991768, 0.09825728833675385, -0.022619647905230522, -0.001925522810779512, -0.059087883681058884, 0.05936628580093384, 0.08658061921596527, -0.07465066015720367, -0.06925663352012634, 0.01928306370973587, -0.12934349477291107, 0.07592323422431946, -0.049576934427022934, 0.03555820509791374, -0.026265928521752357, -0.041770853102207184, 0.05786048620939255, 0.023567205294966698, 0.017045781016349792, 0.049043238162994385, -0.01892607845366001, 0.02308511547744274, -0.004427990410476923, 0.04504259303212166, -0.014521114528179169, 0.026495100930333138, -0.016577299684286118, -0.011338853277266026, -0.006984872277826071, -0.11077326536178589, -0.04408526420593262, 0.018932977691292763, -0.031047580763697624, 0.01627911813557148, -0.153228759765625, -0.0016883640782907605, 0.006838734727352858, 0.09242042899131775, 0.025941362604498863, 0.011290163733065128, -0.056879572570323944, 0.10474979877471924, -0.07968299835920334, 0.062457598745822906, 0.029557131230831146, -0.024064069613814354, 0.038399651646614075, -0.011744723655283451, -0.04961603134870529, 0.004060184583067894, 0.004542311653494835, 0.08168349415063858, 0.041115906089544296, 0.009442347101867199, -0.050039492547512054, -0.04635420814156532, 0.05200395733118057, 0.010808124206960201, 0.07400273531675339, 0.046960484236478806, 0.0023597986437380314, -0.02170906960964203, -0.05891367048025131, 0.0020137052051723003, 0.051705460995435715, -0.026988159865140915, -0.02797548659145832, -0.07792054861783981, -0.0336875282227993, 0.04470319673418999, -0.011751474812626839, -0.05832996591925621, -0.06123701483011246, 0.044214747846126556, 0.03330531343817711, -0.0062960474751889706, -0.0060461899265646935, -0.03106406144797802, 0.05287235975265503, -0.0678192600607872, 0.00669902516528964, -0.02556142583489418, 0.0063482956029474735, 0.06202586367726326, 0.006559355650097132, 0.01691046543419361, -0.04881930723786354, 2.985066150183456e-33, -0.10783039033412933, -0.034295227378606796, -0.007313197944313288, 0.032877303659915924, -0.010388152673840523, -0.0324343703687191, 0.05260658264160156, 0.04746204987168312, 0.09785439819097519, 0.14658679068088531, 0.1080893948674202, 0.07390734553337097, -0.025777574628591537, -0.05426996946334839, -0.026398280635476112, 0.03524591028690338, 0.033301644027233124, 0.007442311849445105, 0.03432357683777809, 0.04789341613650322, 0.025927776470780373, 0.02230209857225418, -0.023490559309720993, 0.030912179499864578, -0.0164734348654747, 0.0822659507393837, -0.00240227859467268, -0.026364369317889214, -0.007344063837081194, -0.0462854765355587, 0.04283086955547333, 0.027712088078260422, -0.10980501770973206, 0.0579470656812191, 0.038881074637174606, 0.007523039821535349, -0.04531904309988022, 0.04358045384287834, 0.02438090182840824, 0.05348807945847511, -0.010144392028450966, -0.006156488787382841, -0.04228615388274193, -0.009122434072196484, -0.054172396659851074, -0.020113062113523483, 0.029963303357362747, 0.04048262536525726, -0.02696864679455757, 0.015206408686935902, -0.0072647035121917725, 0.01312725804746151, 0.03401702642440796, 0.027666470035910606, -0.07109049707651138, -0.018194563686847687, -0.014459125697612762, 0.09402994811534882, 0.02260228432714939, 0.06481040269136429, 0.0326540544629097, -0.0006841063150204718, -0.034146666526794434, -0.0006011403747834265, 0.021787524223327637, 0.010681938380002975, 0.07695430517196655, -0.03914964944124222, -0.015806512907147408, 0.016455259174108505, -0.018817638978362083, -0.09887552261352539, -0.09922590106725693, -0.008043509908020496, -0.025169100612401962, -0.03242860361933708, -0.016184041276574135, -0.09832020103931427, -0.07832467555999756, 0.05736541748046875, -0.01204871665686369, -0.021539289504289627, 0.0661662220954895, 0.10203409194946289, 0.03880894556641579, 0.11668648570775986, -0.09011495858430862, 0.023909689858555794, 0.025137675926089287, -0.05895189195871353, 0.026896005496382713, 0.05764784291386604, -0.0701739639043808, 0.141534224152565, -0.05038099363446236, -2.1010352568850976e-8, -0.027385009452700615, -0.034597158432006836, -0.003072049468755722, 0.007606007624417543, 0.028692500665783882, -0.06107233092188835, -0.02765696309506893, 0.024626746773719788, 0.000541240384336561, 0.01792922616004944, -0.005387486889958382, 0.003911389969289303, -0.09716496616601944, 0.06948412209749222, 0.12117787450551987, -0.01089564897119999, -0.13810135424137115, 0.012448424473404884, -0.061451468616724014, -0.007296092342585325, -0.031097084283828735, -0.00804896466434002, -0.0014847767306491733, -0.02032325230538845, -0.017767371609807014, -0.005716863088309765, -0.01280937623232603, 0.10113798826932907, 0.0731750875711441, 0.03628626838326454, 0.03448483347892761, 0.023445086553692818, 0.0530860610306263, -0.07249034196138382, 0.052692960947752, 0.01535249873995781, -0.036876264959573746, 0.10560091584920883, 0.005607386585325003, -0.013741819187998772, -0.000785884156357497, -0.030356407165527344, 0.010121841914951801, 0.02400646172463894, 0.011538167484104633, -0.008067065849900246, 0.007589465007185936, -0.05583864450454712, -0.006183374673128128, -0.04476189240813255, -0.002674328861758113, -0.02429785393178463, 0.005470609292387962, -0.0023547355085611343, 0.051057860255241394, -0.05288757383823395, 0.05900825932621956, 0.016050193458795547, 0.07570227235555649, 0.04624860733747482, 0.0676078349351883, 0.006005922798067331, 0.04110875353217125, 0.010752934031188488 ]
p
All the blue line trying to match the different features.
[ "tags", "tags/vector-image-search" ]
10,820
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.11454653739929199, 0.02536800689995289, 0.022454949095845222, -0.06030988693237305, 0.09990451484918594, -0.07660172134637833, -0.0471038892865181, -0.09938228130340576, 0.03664327785372734, -0.06496039032936096, 0.03229982405900955, 0.07145138084888458, 0.07467725872993469, 0.08419909328222275, 0.028502538800239563, -0.02300683595240116, 0.025649825111031532, 0.13353171944618225, 0.001406996976584196, 0.014501091092824936, 0.012308147735893726, -0.0573534294962883, 0.004355995450168848, -0.09547033160924911, -0.003604469122365117, 0.05547549948096275, 0.022036680951714516, 0.046033088117837906, -0.01651645265519619, -0.09136766940355301, 0.05585750564932823, 0.017600513994693756, -0.01740589737892151, 0.02604307048022747, -0.027950629591941833, 0.06483013182878494, -0.045549213886260986, 0.003270331770181656, 0.014858554117381573, -0.01583101414144039, 0.0024762835819274187, 0.0033187486696988344, 0.00020530293113552034, 0.014378364197909832, 0.012616664171218872, 0.08143480867147446, -0.003149756696075201, 0.040875453501939774, -0.006032865960150957, -0.0015619725454598665, -0.03557698056101799, -0.034268833696842194, -0.09980904310941696, -0.019628865644335747, 0.055361926555633545, 0.10246184468269348, -0.020575517788529396, -0.029394276440143585, 0.04319849982857704, 0.054205272346735, 0.039042938500642776, 0.04847300797700882, 0.0025293610524386168, 0.05524037405848503, 0.13472609221935272, -0.03210003674030304, -0.04657559096813202, -0.09447003901004791, -0.03411277011036873, -0.08127599209547043, 0.019717948511242867, -0.06535904109477997, 0.08716295659542084, 0.013718751259148121, -0.06739745289087296, 0.02969915233552456, -0.04882485419511795, -0.029109254479408264, -0.02774149738252163, -0.018801426514983177, -0.01796797290444374, -0.047804784029722214, 0.06393230706453323, -0.0353846438229084, 0.05771687999367714, 0.05241531878709793, -0.043652165681123734, -0.11052881926298141, 0.001615213113836944, -0.04005366191267967, -0.036372508853673935, 0.0016027588862925768, 0.08717650175094604, -0.011856180615723133, -0.03492039069533348, -0.0035107263829559088, 0.002084575593471527, 0.027861127629876137, 0.03481031581759453, 0.04232650622725487, -0.01309219654649496, -0.000013606362699647434, -0.0467279814183712, -0.01429225504398346, 0.04741869494318962, -0.020244218409061432, -0.04039779677987099, 0.01654002070426941, 0.014087802730500698, -0.02866317145526409, -0.031876709312200546, -0.024445930495858192, 0.00310887536033988, 0.05558278039097786, -0.014600700698792934, -0.06245877221226692, 0.006668515037745237, -0.03293519839644432, -0.07923544198274612, -0.010038086213171482, 0.03973172977566719, -0.006101768929511309, -0.004219495691359043, -0.043823905289173126, -0.00003803690560744144, -0.02180580422282219, -0.04758743196725845, -2.0930378539581476e-33, 0.031829990446567535, -0.021086696535348892, 0.05696204677224159, -0.02673226222395897, 0.06946577876806259, -0.021739909425377846, -0.06998664140701294, -0.016770442947745323, 0.014828110113739967, 0.010172226466238499, -0.024195630103349686, 0.004334726836532354, -0.015404493547976017, 0.10106965154409409, -0.03796312212944031, 0.10024280101060867, -0.0300799161195755, 0.038272034376859665, 0.0019197186920791864, -0.0047690123319625854, -0.017535829916596413, -0.0979226604104042, -0.04939119145274162, -0.06376167386770248, -0.03296169638633728, 0.02239491231739521, 0.02858622558414936, -0.01280710194259882, 0.13512612879276276, -0.027766164392232895, -0.047589272260665894, -0.018691256642341614, -0.01969054341316223, 0.015218202024698257, 0.024580221623182297, 0.048383478075265884, 0.04415066912770271, -0.05291834473609924, -0.0009977653389796615, 0.027035873383283615, 0.03535430505871773, 0.011496726423501968, 0.02950153313577175, -0.03479495272040367, -0.01270234677940607, 0.027976134791970253, 0.003636560868471861, 0.004381339997053146, -0.02048340067267418, 0.014176249504089355, 0.10062582045793533, 0.006174683570861816, -0.05864069610834122, -0.07811962068080902, -0.03091459348797798, -0.012595104053616524, -0.036231815814971924, -0.04938529059290886, 0.10370095074176788, 0.03743361309170723, 0.023949816823005676, -0.04644414782524109, -0.004758080467581749, 0.052291374653577805, 0.03228982165455818, 0.07991287857294083, 0.04894192889332771, -0.007589478977024555, -0.05939121171832085, -0.004855114500969648, 0.06290612369775772, 0.02525525912642479, -0.04371035471558571, -0.02450297214090824, -0.011465121991932392, -0.058798350393772125, -0.04347580298781395, 0.030267314985394478, 0.029953647404909134, 0.018412631005048752, -0.03967446833848953, 0.007201022934168577, 0.02245081029832363, -0.08343703299760818, -0.049528252333402634, 0.009803617373108864, 0.054955389350652695, -0.08654849231243134, -0.018991073593497276, -0.030368879437446594, 0.07279545068740845, 0.03553399443626404, -0.08682765811681747, -0.02535109780728817, 0.0757199227809906, 1.9377258465267452e-33, -0.04837869480252266, -0.018886955454945564, 0.014639310538768768, 0.041708722710609436, 0.03152088820934296, 0.03254135325551033, 0.09078053385019302, -0.02155551314353943, 0.02078944444656372, 0.08590914309024811, 0.061233580112457275, 0.015486739575862885, -0.1001000925898552, -0.10830966383218765, -0.0907047688961029, -0.044997986406087875, 0.018915599212050438, 0.03238958492875099, -0.09559118747711182, 0.11005435138940811, 0.00070659612538293, -0.00919767003506422, -0.03797106444835663, 0.056816112250089645, 0.028490159660577774, 0.07263622432947159, 0.08199764788150787, -0.03049278073012829, 0.019169967621564865, 0.025161316618323326, 0.07145919650793076, -0.05985257774591446, -0.032432470470666885, -0.05505086109042168, 0.05288735404610634, -0.028419271111488342, -0.039257168769836426, -0.0013501928187906742, 0.0026177815161645412, -0.03194137662649155, 0.0725116953253746, -0.04237287491559982, -0.07474350929260254, -0.0027015251107513905, -0.033786363899707794, -0.07074008136987686, 0.09707103669643402, -0.026029342785477638, 0.07753513753414154, 0.07264628261327744, 0.036840420216321945, -0.050067391246557236, 0.024637185037136078, -0.009572678245604038, 0.0017945076106116176, 0.015492777340114117, -0.06423833966255188, 0.03883086517453194, -0.014903775416314602, -0.012148906476795673, 0.04790513589978218, -0.03491209074854851, -0.015132303349673748, -0.07126256823539734, 0.07112488895654678, -0.01782289333641529, 0.00994191411882639, 0.0424860380589962, -0.057127777487039566, 0.08483683317899704, 0.11543677747249603, -0.025053411722183228, 0.06928548961877823, 0.04180930554866791, 0.03999844193458557, -0.0800408348441124, 0.1393183469772339, 0.05598317086696625, 0.0023169987834990025, 0.02620106004178524, -0.049957096576690674, -0.057271044701337814, -0.0167952012270689, 0.03947034105658531, 0.09214955568313599, 0.04206511005759239, -0.1018255352973938, 0.003767564659938216, 0.0008797955815680325, -0.012349872849881649, -0.030360175296664238, 0.0568275973200798, 0.06702040880918503, -0.007281463593244553, 0.03428971767425537, -3.003900772569068e-8, 0.004268411546945572, -0.022141670808196068, -0.03173895552754402, 0.011977765709161758, -0.13397888839244843, 0.012622448615729809, 0.01353565976023674, -0.14341624081134796, 0.004014758858829737, -0.016336528584361076, -0.03769624978303909, -0.023661935701966286, -0.01370315346866846, 0.02442942187190056, -0.0708642527461052, -0.02392195723950863, 0.01842598058283329, -0.013653484173119068, -0.0028878289740532637, 0.044818177819252014, -0.10505050420761108, 0.04429078847169876, -0.02512999251484871, 0.014425608329474926, -0.061908937990665436, 0.08611840754747391, -0.058330561965703964, -0.01167085487395525, -0.020749421790242195, -0.02927291952073574, 0.027132822200655937, -0.00989383552223444, 0.003230979200452566, 0.023209890350699425, 0.0640035942196846, -0.05766166001558304, -0.018281864002346992, -0.020572077482938766, -0.05630307272076607, -0.01962217502295971, 0.03197123482823372, -0.0442659854888916, 0.0435713492333889, 0.044432613998651505, 0.09267822653055191, 0.013103307224810123, 0.10674920678138733, -0.1079786941409111, -0.04104532301425934, 0.03538382798433304, 0.043817199766635895, -0.018878834322094917, -0.007150144781917334, -0.02509278431534767, 0.05594983324408531, -0.08966822922229767, 0.11034293472766876, 0.04911382496356964, 0.05763550475239754, 0.09503331035375595, 0.07274635136127472, -0.03668756037950516, 0.07585170865058899, -0.0049560763873159885 ]
p
Of course it’s made to match image with exactly the same content, so it wouldn’t really work.
[ "tags", "tags/vector-image-search" ]
10,821
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.13458916544914246, -0.0044066645205020905, 0.02314932830631733, -0.006888495292514563, 0.030601490288972855, -0.03246500715613365, 0.0012583103962242603, -0.07694370299577713, -0.05742999166250229, -0.08013305068016052, 0.10331118106842041, 0.04905753210186958, 0.02979627065360546, 0.08368536084890366, 0.1266002506017685, 0.04919019341468811, 0.09462736546993256, 0.09732980281114578, -0.020822674036026, 0.04299408569931984, 0.03497485816478729, -0.11010900884866714, 0.022841250523924828, -0.005423961207270622, -0.07572370767593384, -0.06132209300994873, -0.0005366858677007258, 0.04152940958738327, 0.024505725130438805, -0.06624968349933624, 0.0582510344684124, 0.05012005567550659, -0.039879512041807175, 0.05474402382969856, -0.033416613936424255, 0.025427289307117462, -0.013083819299936295, -0.0070386058650910854, -0.041833147406578064, 0.019305670633912086, -0.047086045145988464, -0.004272598773241043, -0.06139751151204109, 0.005883706267923117, 0.009752380661666393, 0.011630306951701641, 0.03653730824589729, 0.12318532168865204, -0.031121868640184402, 0.015444261021912098, 0.033763427287340164, -0.02372039295732975, 0.013620559126138687, 0.019602369517087936, 0.0351659320294857, 0.07175137847661972, -0.005553402006626129, -0.006764491554349661, 0.013904260471463203, -0.008305246941745281, -0.03380122408270836, 0.013853421434760094, -0.045254889875650406, 0.026742510497570038, 0.11986276507377625, -0.043246202170848846, -0.020052745938301086, 0.00501105235889554, -0.06966700404882431, -0.025608697906136513, -0.028860002756118774, -0.026576785370707512, -0.003749182680621743, 0.08928310126066208, -0.029111340641975403, 0.08969133347272873, -0.020926479250192642, -0.04503348469734192, -0.07718133181333542, -0.023375045508146286, -0.10461600124835968, -0.04326169192790985, 0.02404683269560337, -0.008687751367688179, 0.0019787189085036516, 0.05511034280061722, -0.08711741864681244, -0.10554134100675583, -0.03717448562383652, -0.08708988130092621, 0.01475192978978157, 0.012921489775180817, 0.045480720698833466, -0.06263323128223419, -0.006154279690235853, 0.00003634897802839987, -0.045078348368406296, 0.14661423861980438, 0.04909975081682205, 0.05158691108226776, -0.0344257652759552, 0.001100574852898717, -0.007155006751418114, 0.04309716820716858, 0.03084663860499859, -0.0937914028763771, -0.010711449198424816, -0.0033993260003626347, 0.019033357501029968, -0.015418660826981068, 0.015648409724235535, -0.055786192417144775, 0.03945481777191162, 0.06398127228021622, -0.016321729868650436, -0.05205686390399933, 0.08379453420639038, 0.06841344386339188, -0.016062555834650993, 0.06026782467961311, 0.012647971510887146, 0.008134469389915466, -0.015478424727916718, -0.0757710337638855, -0.10904017835855484, 0.021129606291651726, 0.005795733071863651, -3.706548583203682e-34, 0.02372422255575657, -0.003610816551372409, 0.009977939538657665, 0.07596777379512787, 0.052686214447021484, -0.02098209783434868, -0.0925728976726532, 0.028491325676441193, -0.025222904980182648, 0.006914141122251749, 0.00944135244935751, 0.0436532236635685, -0.025641649961471558, 0.051431890577077866, -0.004817751701921225, 0.08154762536287308, 0.01150221936404705, -0.010458179749548435, -0.004951809532940388, 0.01372619066387415, -0.008552475832402706, -0.04111690819263458, 0.009792439639568329, 0.0006698580109514296, 0.003098270623013377, 0.018104206770658493, 0.07746195048093796, 0.025456808507442474, 0.06105919927358627, -0.019141949713230133, 0.022937007248401642, -0.024436011910438538, -0.030101899057626724, 0.04313487932085991, -0.05802474543452263, 0.05943787097930908, 0.04792989045381546, -0.010633374564349651, -0.017260126769542694, -0.0222771018743515, 0.06380033493041992, 0.04175395891070366, 0.0846504420042038, -0.017492156475782394, -0.07615028321743011, -0.02476157806813717, 0.05771590769290924, 0.06706445664167404, 0.010084894485771656, 0.0066148522309958935, 0.040234632790088654, 0.03879086300730705, -0.06842099875211716, -0.04384913668036461, -0.01162787526845932, -0.01761184073984623, -0.00480263214558363, -0.06276823580265045, 0.08899200707674026, 0.005737468600273132, 0.026157839223742485, 0.026081793010234833, 0.039208170026540756, -0.0049001253210008144, 0.0503268800675869, 0.028602931648492813, 0.10317712277173996, -0.0500444658100605, -0.03832196816802025, -0.05830013379454613, 0.031121209263801575, 0.03863723948597908, -0.03077140636742115, 0.007452248129993677, 0.09477852284908295, -0.03354743868112564, -0.00211168359965086, 0.0037113544531166553, 0.040279898792505264, -0.10399685055017471, -0.03664173185825348, -0.01378493383526802, -0.03579079732298851, 0.053049951791763306, -0.07110176980495453, -0.006261968985199928, 0.08076832443475723, -0.0690925270318985, -0.041071318089962006, -0.014878492802381516, 0.11180859804153442, 0.04506128281354904, -0.022222312167286873, -0.028608717024326324, 0.07179450243711472, -3.502802351427563e-34, 0.07617474347352982, -0.01973606087267399, 0.07419765740633011, 0.02504168264567852, 0.07628988474607468, -0.014799683354794979, 0.05243639275431633, -0.015306931920349598, -0.025224382057785988, 0.09729789197444916, 0.061675190925598145, -0.02698627859354019, -0.06859128177165985, -0.08510832488536835, 0.05197814851999283, 0.0489153116941452, 0.01689876616001129, -0.019453223794698715, -0.03559340536594391, -0.008973779156804085, -0.006892113015055656, 0.0025664062704890966, -0.07767678052186966, -0.008942541666328907, -0.0787157341837883, 0.00878981500864029, 0.001054911408573389, -0.018847964704036713, -0.04640091955661774, -0.01823563687503338, -0.009429390542209148, -0.04916369169950485, -0.040101002901792526, 0.029819075018167496, 0.013108382932841778, -0.03285861015319824, -0.07137291133403778, 0.015598305501043797, 0.046709947288036346, -0.05622847378253937, 0.013724062591791153, -0.04071154072880745, -0.08410806953907013, 0.015424617566168308, -0.045970138162374496, -0.10162106901407242, -0.003090607700869441, -0.054967958480119705, 0.0027391156181693077, -0.014334713108837605, 0.013964281417429447, 0.009592579677700996, -0.05494358018040657, -0.10689861327409744, -0.03103104792535305, 0.03427886590361595, -0.0032257591374218464, -0.019400417804718018, -0.11336711794137955, 0.05860156938433647, 0.01632041297852993, -0.0008491261978633702, 0.004471151623874903, 0.030925100669264793, 0.02384268119931221, -0.04570213705301285, -0.02135062776505947, 0.027713319286704063, 0.0011862589744850993, 0.05302736908197403, 0.058524440973997116, -0.009082239121198654, 0.07600028067827225, -0.04176630452275276, 0.00513869384303689, -0.10158055275678635, 0.10975836962461472, 0.056541807949543, -0.004064141307026148, 0.03671900928020477, -0.045593004673719406, -0.05726082623004913, -0.03816092759370804, 0.0018440053099766374, 0.050583165138959885, 0.09524250775575638, -0.04186224564909935, 0.0746014341711998, -0.04113360866904259, -0.01763206720352173, -0.07695457339286804, 0.05473984032869339, 0.07107960432767868, 0.03286689147353172, 0.01975834183394909, -3.146682914234589e-8, -0.03990933671593666, -0.018544690683484077, 0.06178179755806923, 0.0351828895509243, -0.10243634134531021, 0.036194588989019394, -0.09880495816469193, -0.039861492812633514, -0.033121149986982346, 0.020820526406168938, -0.08236955106258392, 0.053868312388658524, -0.0014711751136928797, 0.08176460862159729, -0.09790091961622238, -0.010088442824780941, 0.04269345849752426, -0.02475479245185852, -0.05686411261558533, 0.054658763110637665, -0.06967387348413467, 0.09856240451335907, -0.02089313045144081, 0.07499147206544876, -0.03624320030212402, 0.040770769119262695, -0.028838161379098892, 0.02010735124349594, -0.035250090062618256, 0.043554507195949554, -0.005849979352205992, 0.02844470925629139, -0.029999729245901108, 0.02857116237282753, -0.011966756545007229, -0.07817432284355164, -0.0570484884083271, 0.017832443118095398, 0.041940171271562576, -0.024164775386452675, 0.0480043850839138, -0.09733379632234573, -0.015597421675920486, 0.0445445291697979, 0.07646509259939194, -0.08457814902067184, 0.07119676470756531, -0.0858645960688591, -0.051484737545251846, 0.04993676766753197, -0.016034182161092758, -0.045585621148347855, -0.02836775779724121, 0.013132371939718723, 0.03449399024248123, -0.09218420088291168, 0.04089606553316116, 0.056805115193128586, 0.027228286489844322, 0.06732504069805145, 0.05178680643439293, -0.118301622569561, 0.028352001681923866, -0.004108593799173832 ]
p
Probably not work in the first use case, because we are trying to match similar clothes, but which are not exactly the same one.
[ "tags", "tags/vector-image-search" ]
10,822
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ 0.024149782955646515, 0.015056115575134754, -0.019307607784867287, 0.005680367350578308, -0.010890020988881588, -0.0118353720754385, -0.0713946744799614, 0.059952590614557266, 0.028346946462988853, 0.046042051166296005, 0.04027489572763443, 0.10185546427965164, 0.02371845953166485, 0.016827896237373352, -0.009229528717696667, -0.07915537059307098, -0.0056340014562010765, 0.03702410310506821, -0.08062748610973358, 0.08723239600658417, 0.01333905290812254, -0.010829657316207886, -0.031417664140462875, 0.008341442793607712, -0.025967668741941452, 0.0019001869950443506, -0.0157899372279644, -0.015295806340873241, 0.039190854877233505, -0.1124708279967308, -0.06741999089717865, 0.059624116867780685, -0.048969678580760956, -0.006353054195642471, -0.11089523136615753, 0.05072377249598503, -0.04264412447810173, 0.005550591740757227, 0.0004922526422888041, -0.010855047963559628, -0.06955044716596603, 0.0758877769112587, -0.002066246932372451, -0.0300743468105793, -0.0057325162924826145, 0.03439508005976677, 0.0018934239633381367, 0.0033619189634919167, -0.02351391315460205, -0.08645902574062347, -0.05091454088687897, -0.056142657995224, -0.057317886501550674, -0.017965761944651604, 0.009074165485799313, 0.03772120922803879, 0.031636230647563934, 0.03190642222762108, 0.035203736275434494, 0.061433095484972, 0.11994370818138123, 0.005907130427658558, -0.022624865174293518, 0.03466670587658882, 0.023814106360077858, -0.010945513844490051, 0.02485780604183674, -0.06808701157569885, -0.07891488075256348, 0.08856795728206635, -0.04841294884681702, 0.03530877083539963, -0.08306010812520981, -0.0474572591483593, 0.03138136491179466, -0.027785759419202805, -0.0037340375129133463, 0.020001476630568504, 0.0034160567447543144, 0.025716889649629593, 0.007104611024260521, 0.06542471796274185, -0.06540871411561966, -0.008440603502094746, 0.04056982323527336, -0.005247132387012243, -0.01902708411216736, -0.09996683895587921, 0.06972713023424149, -0.0004054605378769338, -0.004210053477436304, 0.07537201792001724, 0.02171659655869007, -0.04564788565039635, 0.02902691625058651, 0.02332896925508976, -0.05855654925107956, -0.005467367358505726, -0.06799906492233276, 0.0028221372049301863, -0.032398492097854614, 0.021726397797465324, -0.02622891589999199, 0.08115456253290176, -0.004914652556180954, -0.07429575175046921, 0.06882468611001968, -0.048145096749067307, -0.0452624075114727, 0.0632849708199501, -0.026150643825531006, 0.04407196491956711, 0.0709163248538971, -0.012796863913536072, -0.04315955191850662, -0.02149488776922226, -0.1130472794175148, -0.027755387127399445, -0.031858574599027634, 0.0544455423951149, 0.08071759343147278, -0.009986314922571182, 0.050098638981580734, 0.03219841420650482, 0.032269202172756195, -0.012290497310459614, -0.0405380018055439, -1.8896664946773452e-33, 0.061187490820884705, 0.09035778045654297, 0.01206865906715393, 0.03712020814418793, 0.013368946500122547, -0.0297405868768692, -0.09103482216596603, -0.0005250214016996324, 0.06785892695188522, -0.05274607613682747, 0.0017211658414453268, 0.00410517817363143, 0.010884140618145466, -0.01804487220942974, 0.05276189371943474, 0.00017400539945811033, -0.0043317279778420925, 0.08232776075601578, -0.02252289280295372, -0.01187452394515276, -0.05759679526090622, 0.015913723036646843, -0.00368960527703166, -0.12333997339010239, -0.03247271105647087, 0.06636227667331696, 0.07652733474969864, 0.06211553141474724, -0.12869876623153687, 0.028960157185792923, 0.013168498873710632, -0.0024731711018830538, -0.04831761494278908, 0.009985021315515041, -0.032236579805612564, 0.03615859895944595, -0.03545142337679863, -0.0023244076874107122, -0.04227064922451973, 0.055047836154699326, -0.04052361845970154, 0.09828659892082214, -0.009186234325170517, -0.039428260177373886, 0.12126250565052032, 0.02410387061536312, 0.014247406274080276, 0.002566579030826688, -0.14965388178825378, -0.01485113799571991, 0.021511323750019073, 0.0796830952167511, 0.031040236353874207, -0.013900808058679104, 0.03650466352701187, 0.05011715367436409, -0.0014281485928222537, 0.0004946203553117812, -0.07470162957906723, 0.04347504675388336, -0.017359258607029915, 0.042268432676792145, -0.006271057762205601, 0.008819043636322021, 0.06128813698887825, 0.0727929025888443, -0.03504630923271179, 0.02228325419127941, -0.06365347653627396, 0.027472082525491714, -0.02812163159251213, -0.013334988616406918, -0.02622053399682045, 0.05138153210282326, -0.07579038292169571, -0.060114871710538864, -0.0010440298356115818, 0.026001492515206337, 0.07118312269449234, -0.009341275319457054, -0.10363980382680893, 0.032101407647132874, 0.02138766087591648, -0.060560207813978195, -0.024919990450143814, -0.046877410262823105, 0.08657985925674438, -0.038184333592653275, -0.0879041776061058, 0.00776714226230979, 0.02788587659597397, -0.043027687817811966, 0.02578556537628174, -0.007948359474539757, 0.002565514063462615, -7.608889985038721e-34, -0.1634947806596756, -0.10039322078227997, -0.08429070562124252, 0.08640635013580322, -0.04618354141712189, 0.050543513149023056, -0.01124266441911459, 0.13309448957443237, -0.06967533379793167, -0.08079599589109421, 0.013951311819255352, -0.06325814127922058, -0.05552969127893448, 0.015657002106308937, 0.048588842153549194, 0.01683391071856022, -0.057942625135183334, -0.007197066210210323, -0.06463216245174408, 0.039992187172174454, 0.09838718920946121, 0.04195384681224823, -0.014038102701306343, 0.056505799293518066, 0.02267472632229328, 0.02536964975297451, -0.09229402244091034, -0.04093007370829582, -0.05465013161301613, -0.03743315115571022, -0.041753269731998444, -0.021554794162511826, -0.1214367151260376, 0.013245091773569584, -0.054532814770936966, 0.0702313631772995, -0.03658273071050644, -0.03193430230021477, -0.09723325818777084, -0.013460648246109486, 0.010288842022418976, 0.1048097014427185, 0.060608234256505966, -0.060203392058610916, 0.003809574292972684, -0.017117584124207497, 0.10496507585048676, 0.010330656543374062, -0.0005552669172175229, 0.03254030644893646, 0.026289617642760277, -0.09239766746759415, -0.008000969886779785, 0.023509465157985687, 0.06792335957288742, 0.02972785383462906, 0.005622112192213535, 0.04731929302215576, 0.01098879985511303, -0.01193669717758894, -0.029560454189777374, -0.028956705704331398, -0.013899674639105797, 0.03957144916057587, 0.058918144553899765, 0.056431226432323456, -0.046145692467689514, 0.005499946419149637, 0.0213608480989933, 0.008314225822687149, 0.1148858293890953, -0.013581418432295322, -0.0787266194820404, -0.07424557209014893, -0.05867845565080643, -0.0432056300342083, 0.044921860098838806, -0.039491206407547, -0.11232797801494598, -0.04405419901013374, 0.002664939733222127, -0.012810545973479748, 0.0068379417061805725, -0.034512005746364594, 0.013064311817288399, -0.013448369689285755, -0.10707353055477142, -0.0189767275005579, 0.06370285898447037, 0.07245709747076035, -0.11422667652368546, 0.009028184227645397, -0.06951454281806946, -0.013954248279333115, 0.015747373923659325, -3.120549862956068e-8, -0.04024764895439148, 0.05439646169543266, -0.018840664997696877, 0.02585652470588684, 0.022904593497514725, -0.00258266506716609, 0.05878151208162308, 0.037697337567806244, -0.07534793764352798, -0.03628868982195854, 0.010400942526757717, 0.06816154718399048, 0.0661434754729271, 0.07135020941495895, -0.024760009720921516, 0.04417502507567406, -0.027778595685958862, -0.010884309187531471, -0.021846957504749298, 0.010315601713955402, 0.002101019024848938, -0.02179599553346634, 0.07273636013269424, -0.014638743363320827, -0.0674222782254219, 0.0006786127341911197, -0.023656276986002922, -0.013773812912404537, -0.03546060994267464, 0.01916654035449028, 0.021505722776055336, -0.06519243121147156, 0.08853230625391006, 0.04567780718207359, 0.012042582035064697, 0.015518942847847939, 0.010812118649482727, 0.024250030517578125, 0.03727137669920921, 0.0036161085590720177, -0.05467455834150314, 0.03429940715432167, -0.017674144357442856, 0.13063769042491913, 0.07443736493587494, 0.03231985494494438, 0.05079682171344757, 0.02991473115980625, -0.04297168180346489, -0.06569279730319977, 0.012962906621396542, 0.09478843957185745, 0.06369706243276596, -0.017163649201393127, 0.04481392726302147, 0.051112741231918335, 0.04924383759498596, 0.013745167292654514, 0.037968263030052185, -0.01923452503979206, 0.0601230263710022, -0.020608142018318176, 0.04204520583152771, 0.023166991770267487 ]
p
And also it’s known to be not very resilient with the changes of angles when it changes too much, et cetera.
[ "tags", "tags/vector-image-search" ]
10,823
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.028590083122253418, 0.01609252206981182, -0.004411625675857067, 0.007926136255264282, 0.027543630450963974, -0.018457811325788498, -0.00019125615654047579, 0.04223548248410225, -0.003791754599660635, -0.056413616985082626, 0.10877984762191772, 0.17673534154891968, 0.020633861422538757, 0.026149673387408257, 0.0382697731256485, 0.020672790706157684, 0.05721127614378929, -0.012883438728749752, 0.030707424506545067, 0.04510060325264931, -0.01767084188759327, -0.09913583099842072, -0.006584190297871828, -0.09034577012062073, -0.030998973175883293, -0.006211061496287584, 0.0058653345331549644, 0.0510193333029747, 0.03924354165792465, -0.027634840458631516, 0.012828320264816284, 0.07953140884637833, -0.09355540573596954, 0.0007929803687147796, -0.044446542859077454, -0.021738560870289803, -0.02882545068860054, 0.05096929520368576, -0.028245022520422935, -0.049558062106370926, -0.041776061058044434, 0.056870561093091965, 0.03462344780564308, -0.010447349399328232, -0.03983752802014351, -0.02766495756804943, 0.047821901738643646, 0.004986951127648354, 0.11600751429796219, 0.043126776814460754, 0.05402601510286331, -0.07963529974222183, -0.0029549524188041687, 0.030059533193707466, -0.005489676259458065, 0.07567637413740158, 0.05217146500945091, 0.0279165618121624, 0.009129688143730164, -0.0033815980423241854, 0.05688241124153137, 0.004479772411286831, -0.006032138131558895, 0.010878571309149265, 0.10482247173786163, -0.08441264927387238, -0.0006202241638675332, -0.06616184860467911, -0.03206278383731842, 0.10267368704080582, 0.014131065458059311, -0.019121317192912102, 0.004004372283816338, -0.09620893001556396, 0.01715264469385147, -0.018690645694732666, -0.016833322122693062, -0.00006912745448062196, -0.0537092499434948, 0.0114260483533144, 0.06653094291687012, 0.02646792307496071, -0.028100473806262016, -0.01955176517367363, -0.06363152712583542, 0.005869440734386444, -0.044718071818351746, -0.11113351583480835, 0.0024553523398935795, -0.048766203224658966, 0.09099510312080383, 0.08873476833105087, 0.06482186913490295, -0.012793388217687607, -0.023653293028473854, -0.07577057927846909, -0.045211538672447205, 0.1007438600063324, -0.04646068811416626, -0.016658402979373932, -0.01577172428369522, -0.0006686119013465941, -0.023513298481702805, 0.04313329979777336, 0.03715936839580536, -0.07054755091667175, -0.014466932974755764, -0.05551369860768318, -0.027240196242928505, 0.03392936661839485, 0.03780258074402809, 0.12348847836256027, 0.01824800856411457, 0.02463095262646675, -0.009062515571713448, 0.06758777797222137, 0.022906828671693802, 0.09247300773859024, -0.0115510243922472, 0.05660191550850868, 0.01418273150920868, 0.01128000020980835, 0.007468734867870808, -0.060952603816986084, -0.02462579868733883, -0.038356609642505646, -0.0001153623015852645, -2.401699895281033e-33, 0.011993730440735817, -0.04490003362298012, -0.030075963586568832, -0.013003929518163204, 0.023125609382987022, -0.018008215352892876, -0.034686438739299774, 0.0673351138830185, -0.013744732365012169, -0.029636038467288017, 0.06480150669813156, -0.026381827890872955, -0.010391072370111942, -0.014705052599310875, 0.022602275013923645, -0.007156394887715578, -0.010250173509120941, 0.03944830223917961, -0.05719373747706413, 0.01844346523284912, 0.007340438198298216, -0.09599089622497559, 0.00503356521949172, -0.01786687783896923, -0.0027587744407355785, 0.053152065724134445, 0.1160406693816185, -0.06286423653364182, 0.08692442625761032, 0.03888828679919243, -0.07463982701301575, -0.04302264377474785, -0.11740143597126007, 0.04208086431026459, 0.06048410013318062, 0.13189542293548584, 0.020990625023841858, 0.06470970809459686, 0.06030791997909546, 0.013209435157477856, -0.07631272822618484, -0.003220771672204137, 0.07967717945575714, -0.06743258982896805, -0.008225376717746258, -0.07127008587121964, -0.0269700288772583, -0.004820026457309723, -0.023802779614925385, -0.052689678966999054, 0.031109018251299858, -0.028921015560626984, -0.008095650933682919, 0.030227884650230408, -0.011913979426026344, -0.014216029085218906, -0.001398305525071919, -0.027112605050206184, 0.0909629836678505, 0.024884380400180817, -0.060531873255968094, 0.05064276233315468, 0.0007381088798865676, 0.0025045794900506735, -0.07182981073856354, 0.08317933231592178, 0.0014981202548369765, -0.017860572785139084, 0.004764235112816095, -0.04002932086586952, -0.022683100774884224, -0.004121033940464258, -0.006219260860234499, 0.009793953038752079, -0.029764775186777115, -0.034991033375263214, -0.00430326396599412, -0.03881680592894554, 0.0894545316696167, -0.10055802017450333, -0.027883946895599365, -0.04583636671304703, -0.02739556133747101, 0.06826799362897873, -0.036941248923540115, -0.062081001698970795, -0.014485729858279228, -0.1311090737581253, -0.059264082461595535, 0.060236137360334396, -0.050163183361291885, 0.04127522185444832, 0.017584653571248055, 0.02237951196730137, -0.01452838908880949, 1.5358698783866995e-33, -0.037660520523786545, -0.11500393599271774, 0.009328381158411503, 0.02835279144346714, -0.0591302216053009, -0.001182326814159751, 0.11613142490386963, 0.0556928850710392, -0.05934843420982361, 0.074146568775177, -0.020059242844581604, 0.0295842457562685, -0.04059998318552971, 0.026396971195936203, 0.08129993081092834, 0.06312279403209686, -0.07171068340539932, -0.027503320947289467, -0.011767406947910786, -0.04820677265524864, 0.02468821220099926, 0.0019093143055215478, 0.010763001628220081, 0.027622273191809654, -0.03380190581083298, 0.02257651276886463, -0.08018092811107635, -0.08227284252643585, -0.013418612070381641, 0.00249452400021255, -0.0074539026245474815, -0.047087665647268295, -0.03632887452840805, -0.030104799196124077, -0.00936388224363327, 0.02362677827477455, 0.017791811376810074, -0.025927137583494186, 0.005937416572123766, -0.0012352950870990753, -0.019621558487415314, 0.0567697249352932, -0.008547940291464329, 0.033350277692079544, -0.01976631209254265, 0.0011839367216452956, 0.09652471542358398, 0.024830268695950508, 0.06341060996055603, 0.048102863132953644, 0.015501940622925758, -0.05522291734814644, 0.01384122297167778, 0.007343079894781113, -0.04695304483175278, -0.004779438488185406, 0.0286333616822958, -0.05259047448635101, -0.015659764409065247, -0.025482846423983574, 0.11209291219711304, -0.0007813466945663095, -0.0037263843696564436, -0.07671234011650085, 0.022225424647331238, -0.056015510112047195, 0.01945861242711544, 0.06896910071372986, -0.02044801414012909, 0.02708577923476696, -0.030231988057494164, -0.0003105474170297384, 0.0312655083835125, -0.07569456845521927, 0.023576583713293076, 0.08882413804531097, 0.11601189523935318, -0.05036197230219841, -0.05884271860122681, 0.03089294396340847, -0.07386215031147003, -0.03557472303509712, -0.05335323512554169, -0.033302899450063705, 0.00898791290819645, -0.06313960254192352, 0.0274715144187212, -0.007129226345568895, -0.07734806090593338, -0.03551320359110832, -0.06775468587875366, 0.02315736934542656, 0.03580343350768089, 0.06986157596111298, 0.04577214643359184, -3.59544465311501e-8, -0.06096508353948593, -0.04616011306643486, 0.14484980702400208, 0.015064927749335766, -0.09899348765611649, -0.03610982000827789, -0.005409653298556805, 0.02311333455145359, -0.001440462307073176, -0.07751434296369553, -0.04574042186141014, 0.024438343942165375, -0.11618369072675705, 0.030502868816256523, -0.08701738715171814, 0.05537267029285431, 0.009236251935362816, -0.06772924959659576, -0.03187061846256256, 0.02578059211373329, -0.013363739475607872, 0.059138234704732895, 0.0203497763723135, -0.007546909153461456, -0.10153402388095856, 0.09499610215425491, 0.01454958226531744, -0.04461674764752388, -0.021678144112229347, -0.048000238835811615, -0.07959170639514923, 0.023304983973503113, 0.02741558663547039, 0.06570514291524887, -0.017805930227041245, -0.05079735442996025, -0.04117268696427345, 0.0718512162566185, 0.010103079490363598, -0.019186118617653847, 0.029854588210582733, -0.07524202764034271, -0.004530447535216808, 0.10452849417924881, 0.06928499042987823, -0.05047605559229851, 0.13007822632789612, 0.011421158909797668, 0.008184129372239113, 0.05528225004673004, -0.051997363567352295, -0.06962722539901733, 0.0464831106364727, 0.005306951701641083, 0.08050405979156494, 0.05839743837714195, 0.025678735226392746, 0.04739387333393097, -0.022212699055671692, -0.008279246278107166, -0.032575760036706924, -0.0022447165101766586, 0.030991584062576294, 0.10305141657590866 ]
p
So it may not be very good as well for the second use case, but again, I haven’t tried it, so just leaving it here on the side.
[ "tags", "tags/vector-image-search" ]
10,824
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.05965420976281166, 0.021782435476779938, 0.020403143018484116, 0.013004984706640244, 0.051306355744600296, -0.046811364591121674, 0.07044405490159988, 0.03984120488166809, -0.0994134396314621, 0.04202510043978691, -0.03194625675678253, -0.02753777988255024, -0.08873692154884338, 0.026981377974152565, -0.013685209676623344, 0.027728769928216934, 0.02558962069451809, 0.05552082881331444, -0.04185604304075241, 0.06265442818403244, 0.03147166222333908, 0.003745927708223462, 0.01976383477449417, 0.0033154161646962166, -0.006361505016684532, -0.02767537161707878, 0.0051169628277421, 0.06162911653518677, 0.03859027102589607, -0.02360471524298191, -0.047111626714468, 0.07013650983572006, 0.08430216461420059, -0.0319160558283329, -0.03007226251065731, 0.058760784566402435, -0.0020407121628522873, -0.012736072763800621, -0.07433266192674637, -0.02211093343794346, -0.030480198562145233, -0.005453169811517, 0.0020972636993974447, 0.04444053769111633, -0.05735849589109421, 0.009641304612159729, -0.019618744030594826, -0.0021038700360804796, -0.04577136039733887, -0.0410722941160202, -0.10584819316864014, -0.08886437863111496, -0.032897550612688065, 0.0009525705827400088, -0.004755731206387281, 0.04355696961283684, -0.06239169463515282, -0.043970853090286255, -0.011743003502488136, -0.11396428942680359, 0.04342256858944893, -0.027423715218901634, 0.010045508854091167, 0.03576724976301193, 0.0917094349861145, -0.011281760409474373, -0.03166963532567024, -0.01928275264799595, -0.0028891735710203648, -0.09411170333623886, 0.06378664076328278, 0.012863466516137123, 0.03193794935941696, -0.020686475560069084, -0.08476171642541885, -0.06042633578181267, 0.06108865886926651, -0.0790172666311264, -0.007472855504602194, 0.05747978389263153, -0.002285565249621868, 0.014782702550292015, -0.006563646253198385, -0.10604129731655121, 0.08988235145807266, 0.07201292365789413, 0.05105483531951904, -0.02073625847697258, -0.058759838342666626, 0.09222015738487244, 0.044527553021907806, -0.02331593446433544, 0.06058545038104057, -0.08564314246177673, -0.03811492770910263, 0.03817856311798096, 0.04633618891239166, 0.03056780807673931, -0.004152866546064615, 0.03947337716817856, 0.024923477321863174, -0.04099062457680702, 0.010736736468970776, -0.04751599580049515, 0.020773697644472122, -0.01384638249874115, -0.03318997099995613, -0.03731724992394447, -0.006047094706445932, 0.05667218565940857, -0.12679389119148254, 0.05038001388311386, -0.019847534596920013, 0.05793460085988045, -0.0793926790356636, 0.012712573632597923, -0.06855518370866776, 0.06546742469072342, 0.015264812856912613, 0.039149098098278046, 0.003634951077401638, 0.03219590708613396, -0.039289381355047226, 0.0530429407954216, 0.02646627463400364, -0.022301817312836647, 0.00992179661989212, -4.180871574020014e-33, 0.014384789392352104, -0.03405631706118584, 0.011036479845643044, 0.04243854060769081, 0.030980708077549934, 0.011405364610254765, -0.07220713049173355, 0.034158095717430115, -0.020528221502900124, 0.08156812936067581, -0.04194500297307968, 0.015457039698958397, 0.03313275799155235, 0.04103974625468254, -0.09196413308382034, -0.01791580207645893, -0.12700359523296356, 0.05066579207777977, -0.015031247399747372, 0.05066593736410141, 0.007021700032055378, 0.044764965772628784, -0.04154853895306587, -0.007145740557461977, -0.007776051294058561, 0.04191770777106285, -0.04601006582379341, -0.08153880387544632, 0.08909036964178085, 0.029460130259394646, -0.023714596405625343, -0.06154080480337143, -0.1284848302602768, 0.0028152232989668846, 0.04500364139676094, -0.019266648218035698, 0.0036634921561926603, -0.13947634398937225, -0.023605575785040855, 0.04573269933462143, -0.04527846723794937, 0.03414258733391762, -0.053761325776576996, 0.03378644213080406, -0.062374573200941086, -0.07563979178667068, 0.0998922809958458, 0.0442480705678463, -0.03790188208222389, 0.0071177431382238865, -0.005760296247899532, -0.01966768130660057, -0.03892994672060013, -0.03192218393087387, -0.02253623865544796, 0.006579813081771135, 0.029520781710743904, -0.024171218276023865, 0.0035552612971514463, 0.04569077119231224, 0.03999277204275131, -0.004631099756807089, 0.020021190866827965, -0.051109202206134796, 0.015928136184811592, -0.019933361560106277, -0.004028945229947567, 0.009678804315626621, 0.09523311257362366, -0.09255356341600418, 0.012664610520005226, -0.14149782061576843, 0.009178048931062222, -0.016853511333465576, -0.025296958163380623, 0.005351317580789328, 0.009511933661997318, -0.04459355026483536, -0.018467072397470474, 0.04797990247607231, 0.023369191214442253, -0.07436630874872208, 0.016382558271288872, -0.021981917321681976, -0.015123209916055202, 0.08138787001371384, 0.06850550323724747, -0.07562942057847977, 0.08301007002592087, -0.009449259378015995, 0.019280387088656425, -0.061708156019449234, -0.016846230253577232, -0.08602380007505417, 0.037856508046388626, 1.791945077899596e-33, -0.012252142652869225, -0.028454408049583435, 0.0025843202602118254, 0.04624001309275627, -0.011765065602958202, -0.028371687978506088, -0.10850086808204651, 0.06752777099609375, 0.03668217733502388, 0.02101496048271656, -0.02396286465227604, 0.0024607388768345118, 0.008776674047112465, -0.07832365483045578, -0.013039568439126015, 0.007977134548127651, 0.03154144436120987, -0.05000712722539902, 0.009802456945180893, 0.02364709973335266, -0.03845797851681709, -0.009516567923128605, -0.05534154176712036, 0.0046608117409050465, -0.04198096692562103, 0.0487813875079155, -0.014423361979424953, -0.04811670631170273, 0.003673294559121132, 0.06380094587802887, -0.09320686012506485, -0.05037499964237213, -0.08059784024953842, 0.00403305608779192, 0.05457098037004471, -0.007865590043365955, -0.014664149843156338, -0.026244407519698143, -0.03594827279448509, -0.047546859830617905, 0.04530582204461098, -0.00727501604706049, 0.019486326724290848, 0.08496057242155075, -0.05987246707081795, -0.026487287133932114, 0.018073106184601784, 0.1516733020544052, 0.04575522243976593, -0.007275594398379326, 0.04559067264199257, 0.05824395641684532, 0.04652455076575279, -0.08351582288742065, 0.02438804879784584, -0.019363336265087128, -0.014926287345588207, -0.08913236111402512, 0.00011415117478463799, 0.07885807752609253, 0.025302553549408913, -0.07812322676181793, -0.0163899976760149, 0.04151838272809982, -0.013825809583067894, 0.11815401166677475, -0.07917743921279907, 0.01850236766040325, -0.03020997904241085, -0.012026716955006123, 0.03509131819009781, 0.007715600077062845, 0.049460336565971375, -0.043953217566013336, -0.036581818014383316, 0.04535728320479393, 0.03591420501470566, -0.12706373631954193, 0.014611010439693928, -0.02628983184695244, -0.020793771371245384, -0.06040646508336067, 0.01863076351583004, -0.010103993117809296, 0.006050772499293089, -0.016836246475577354, -0.03192304074764252, -0.013586875051259995, -0.014389857649803162, -0.04891175404191017, -0.049121249467134476, 0.014191119000315666, 0.07524126023054123, 0.02677798829972744, 0.01451171189546585, -2.20303952858103e-8, 0.06548959016799927, -0.014118188060820103, 0.13099871575832367, -0.011401188559830189, 0.06245218217372894, 0.07857631891965866, -0.013438563793897629, 0.013757172040641308, -0.04734491929411888, 0.03018326871097088, 0.03381994739174843, 0.09160654991865158, 0.031775519251823425, 0.008572615683078766, 0.16630925238132477, 0.08908229321241379, 0.046170055866241455, 0.002137015573680401, -0.04393355920910835, 0.06671996414661407, -0.023292237892746925, 0.05464687570929527, -0.02199053019285202, -0.029950376600027084, -0.047698572278022766, 0.14232684671878815, 0.11499128490686417, 0.11185235530138016, 0.07493660598993301, -0.028857503086328506, 0.01672237738966942, 0.04669066146016121, -0.08180134743452072, 0.025630278512835503, 0.05816952884197235, 0.03991932421922684, -0.07487218827009201, -0.01662137545645237, -0.02612917497754097, -0.09619773179292679, 0.017569709569215775, 0.05659405142068863, 0.004667550325393677, 0.10131025314331055, -0.01806659623980522, 0.056560080498456955, 0.0071766572073102, -0.07704569399356842, -0.0299985371530056, 0.0429721362888813, 0.04166549816727638, 0.014772763475775719, 0.02386314794421196, -0.018023815006017685, -0.015052076429128647, -0.0319288894534111, 0.014107323251664639, 0.022560670971870422, -0.07914181798696518, 0.008652076125144958, -0.01535467803478241, -0.003623753320425749, 0.0647558867931366, 0.04423635080456734 ]
p
Just a quick word about how Dino works in case you’re interested.
[ "tags", "tags/vector-image-search" ]
10,825
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
[ -0.0791327953338623, 0.020252687856554985, -0.059320319443941116, -0.026930231600999832, 0.10996223986148834, -0.03926979377865791, -0.006226208992302418, 0.008787550963461399, -0.0340707004070282, -0.01357488427311182, 0.0861467644572258, -0.01657116785645485, -0.01771918497979641, -0.027989279478788376, -0.09125682711601257, 0.005145316943526268, 0.003211853327229619, 0.028702760115265846, -0.10459344834089279, -0.0946774110198021, 0.00781907420605421, 0.009935076348483562, -0.02353263832628727, -0.05589320883154869, 0.026339905336499214, 0.04412694275379181, -0.06554678827524185, -0.03591880947351456, 0.0003559795150067657, -0.09112933278083801, -0.041326854377985, 0.11484695971012115, 0.018122132867574692, 0.07386694848537445, -0.041341718286275864, 0.06493107974529266, 0.033267322927713394, 0.008881117217242718, -0.01786276325583458, -0.013544813729822636, 0.06823641061782837, -0.09009537100791931, 0.02015257626771927, -0.03360917419195175, -0.029616836458444595, 0.05104668065905571, 0.030041171237826347, -0.016330093145370483, 0.04250049591064453, -0.09260749816894531, -0.0012538224691525102, -0.04263635352253914, -0.09501530975103378, 0.00997082982212305, -0.014283078722655773, 0.09121108800172806, 0.021373234689235687, -0.08293896913528442, 0.02683003805577755, -0.01169607974588871, 0.038127508014440536, 0.01697823405265808, -0.02342241443693638, 0.05555256828665733, 0.022586066275835037, -0.059878312051296234, -0.03883551433682442, -0.08095316588878632, 0.01590428501367569, -0.16603019833564758, 0.005255652591586113, -0.007395635824650526, 0.003504085121676326, -0.003138949628919363, -0.022337615489959717, -0.08788236975669861, 0.058180999010801315, 0.002958850469440222, 0.0766400545835495, -0.006583509501069784, 0.0562896654009819, 0.02617492899298668, 0.03997623920440674, 0.03520656377077103, 0.042225852608680725, 0.03617172688245773, -0.04279840737581253, 0.015849707648158073, 0.04965400695800781, 0.005522692110389471, -0.035973455756902695, -0.07394545525312424, -0.07265888154506683, 0.008154735900461674, -0.060311123728752136, -0.02397390827536583, -0.05038459599018097, -0.08713090419769287, -0.011260314844548702, 0.018501393496990204, 0.03193245083093643, -0.08340764790773392, 0.033770255744457245, -0.05578446760773659, -0.09774214029312134, -0.04735463112592697, -0.06774701178073883, 0.017573228105902672, 0.04697149619460106, 0.009332663379609585, -0.03277451545000076, 0.0729900524020195, -0.053208477795124054, -0.023522866889834404, -0.04276655241847038, 0.02226787991821766, -0.057784128934144974, -0.027286063879728317, -0.00946774985641241, -0.05122537165880203, 0.031593240797519684, -0.011661499738693237, -0.03772209957242012, -0.004389731213450432, 0.014189188368618488, 0.04878779500722885, -0.022483058273792267, -2.701413485858284e-33, -0.06377607583999634, 0.03643166273832321, 0.01400506030768156, -0.008615431375801563, 0.012670218013226986, 0.01985316537320614, 0.0028781688306480646, -0.015273294411599636, 0.007709405850619078, 0.0005437760846689343, 0.00431209709495306, 0.05863352119922638, -0.05225055292248726, 0.1814918965101242, 0.02229144237935543, -0.10435116291046143, -0.013368493877351284, 0.04644632339477539, 0.04569113999605179, 0.0013714672531932592, -0.05894225090742111, -0.05212714150547981, -0.016880301758646965, 0.0017384311649948359, 0.03900133818387985, 0.05427904799580574, 0.0458233617246151, -0.018486225977540016, 0.09877870231866837, 0.012832370586693287, 0.028570743277668953, 0.09835787117481232, -0.024924153462052345, -0.05033405125141144, 0.014010715298354626, 0.018557673320174217, -0.003994391765445471, -0.08876802027225494, 0.003209182294085622, 0.04170895740389824, 0.015270260162651539, 0.08575648814439774, -0.005781634245067835, -0.03047700971364975, 0.019103560596704483, 0.05599887669086456, 0.056970108300447464, 0.06681602448225021, -0.02598249725997448, 0.06264419108629227, 0.08861365914344788, -0.017323588952422142, -0.045814160257577896, -0.05266552045941353, 0.057675451040267944, 0.07983039319515228, 0.02259952761232853, -0.038363877683877945, -0.0026683686301112175, -0.02212936244904995, -0.03406870737671852, 0.04408776015043259, -0.038591139018535614, 0.11034464091062546, 0.004894922953099012, -0.009634271264076233, 0.0014612292870879173, 0.01132555678486824, -0.0022648219019174576, 0.07223517447710037, -0.06309391558170319, -0.02107316255569458, -0.03322150185704231, -0.02048853598535061, 0.05860351026058197, 0.02293197438120842, -0.026197010651230812, 0.09520821273326874, -0.011367669329047203, 0.047743719071149826, -0.07483448088169098, -0.005027840845286846, 0.02339838072657585, -0.013333037495613098, -0.06116797775030136, 0.06340597569942474, -0.0071249972097575665, -0.026919761672616005, 0.04189522564411163, -0.030062822625041008, 0.02588764950633049, 0.04608461633324623, -0.09239454567432404, -0.009233023971319199, 0.020001137629151344, 6.383522072140432e-35, -0.016635412350296974, 0.03013146109879017, -0.03633866459131241, 0.06383364647626877, -0.012770699337124825, -0.04227910190820694, 0.02123796008527279, -0.0012875241227447987, 0.06557807326316833, 0.03625231608748436, -0.05033691227436066, 0.07838757336139679, -0.022282974794507027, -0.04941480979323387, 0.01994541846215725, -0.05819818377494812, -0.0063143507577478886, 0.01104867085814476, -0.10286720097064972, -0.019036516547203064, -0.0197354257106781, 0.10524766147136688, -0.01564440317451954, -0.036959368735551834, -0.09378959983587265, 0.03846391662955284, -0.0505264475941658, 0.028366276994347572, 0.0038670555222779512, -0.029165538027882576, -0.005651186686009169, -0.14898240566253662, 0.015192634426057339, -0.018587052822113037, -0.06743704527616501, 0.05342200770974159, 0.004838397726416588, -0.07337469607591629, -0.010379363782703876, -0.00645390385761857, -0.0469723716378212, 0.0018813412170857191, -0.04169328138232231, 0.07416079193353653, -0.15528640151023865, -0.05507670342922211, 0.056919388473033905, 0.05273638293147087, 0.005295142065733671, 0.04503519460558891, -0.007294646929949522, 0.07819773256778717, -0.080955870449543, -0.021205391734838486, -0.03779901564121246, 0.009901446290314198, 0.03390553593635559, 0.005070256069302559, 0.004081028047949076, -0.026127470657229424, 0.024662479758262634, 0.0023836169857531786, -0.04501856863498688, -0.04703385755419731, -0.0001357778673991561, 0.02860749512910843, 0.06184018775820732, -0.003151172073557973, -0.008570385165512562, 0.0716085359454155, 0.09985990822315216, 0.023852216079831123, 0.07277484983205795, -0.03791770339012146, -0.016579626128077507, -0.055509958416223526, 0.008224611170589924, 0.02352825552225113, -0.008796303533017635, -0.025155067443847656, -0.05432045832276344, -0.12098848819732666, 0.06710108369588852, 0.1027415320277214, 0.06904344260692596, -0.004935696721076965, -0.01355986762791872, -0.06280377507209778, 0.08682190626859665, 0.03885654732584953, -0.08492479473352432, 0.02648276649415493, 0.013866843655705452, 0.07519914954900742, 0.0477142408490181, -3.834742656749768e-8, -0.039416082203388214, -0.008804216049611568, 0.01524206344038248, -0.044356975704431534, -0.03128567710518837, -0.043598487973213196, 0.025867080315947533, 0.1125325933098793, -0.0036353906616568565, -0.027811938896775246, -0.051069192588329315, 0.004826312884688377, -0.06285733729600906, 0.054621241986751556, 0.11298342794179916, 0.017661379650235176, 0.11211106181144714, 0.05924975126981735, -0.04358658939599991, 0.04451005160808563, -0.06525503098964691, -0.008895770646631718, 0.008299711160361767, -0.001746513182297349, -0.008320743218064308, 0.007192419376224279, -0.01791217364370823, 0.011869488283991814, 0.06742309778928757, 0.03747980296611786, 0.038990892469882965, 0.09397924691438675, 0.04712030664086342, 0.05632207915186882, -0.015855049714446068, 0.04903687536716461, -0.08629956096410751, -0.017215928062796593, -0.0069922953844070435, -0.05906831473112106, -0.04157302901148796, 0.000043649302824633196, -0.010507852770388126, 0.06530807912349701, -0.09176995605230331, 0.05651790648698807, -0.029739689081907272, -0.0864851325750351, -0.04920493811368942, 0.037118274718523026, 0.027396071702241898, -0.03518219664692879, 0.0154300257563591, 0.03199908882379532, -0.008622005581855774, -0.020701559260487556, 0.06238793209195137, -0.14042571187019348, 0.040285270661115646, 0.05746409296989441, -0.03912459686398506, 0.01174037717282772, -0.03539853170514107, -0.01930464804172516 ]
p
So it’s a vision transformer and it’s trade in an unsupervised way, as in you don’t have any labels provided, so you just take pictures and you first extract small crops and large crops and you augment them.
[ "tags", "tags/vector-image-search" ]
10,826
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,827
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ -0.03653371334075928, -0.051707684993743896, -0.09221217781305313, -0.017404789105057716, 0.06011052802205086, 0.031779393553733826, -0.06873954832553864, -0.06115026772022247, -0.010798606090247631, -0.019272804260253906, 0.09927447140216827, -0.05726390704512596, -0.0012997806770727038, -0.018777471035718918, -0.09754868596792221, 0.020698847249150276, -0.021183881908655167, 0.09045109897851944, -0.06824849545955658, -0.07168921083211899, 0.05527879670262337, 0.016133597120642662, -0.04103805124759674, -0.042029719799757004, 0.06083101034164429, 0.0501573346555233, -0.029320072382688522, 0.021140597760677338, -0.026810532435774803, -0.039452336728572845, -0.010481983423233032, 0.12029310315847397, 0.0365900993347168, 0.0325278602540493, -0.07506462931632996, -0.015947291627526283, -0.00469041196629405, -0.027411846444010735, -0.00011267847730778158, 0.013255461119115353, 0.08007048070430756, 0.022349901497364044, 0.03253241255879402, 0.007085049990564585, 0.049335792660713196, -0.007421732414513826, -0.03357812389731407, 0.003941434435546398, 0.06961449980735779, -0.03040507435798645, 0.007939803414046764, -0.0202618520706892, -0.08698371052742004, -0.015118404291570187, 0.0003507636138238013, -0.01959402486681938, -0.02033417299389839, -0.056459758430719376, -0.007732780184596777, 0.017210042104125023, -0.007624995429068804, -0.0050801183097064495, -0.014093153178691864, 0.026971736922860146, 0.07623636722564697, 0.004672158043831587, -0.11356931924819946, 0.03192532807588577, -0.05419551208615303, -0.018785184249281883, -0.04211821407079697, 0.035375140607357025, -0.032598961144685745, -0.016608284786343575, -0.04598077014088631, 0.051052503287792206, 0.027890214696526527, 0.004372899420559406, 0.05548521876335144, -0.05157570168375969, -0.053977690637111664, 0.01475609838962555, -0.016963312402367592, -0.05848509445786476, 0.013272014446556568, 0.04451804608106613, 0.0005278124008327723, 0.006562153808772564, 0.11114934086799622, 0.018073702231049538, -0.008496762253344059, -0.019615286961197853, 0.05791885405778885, 0.0564730167388916, -0.04521699622273445, 0.04998738691210747, 0.07000584900379181, -0.1312233954668045, 0.011829853989183903, -0.00995474774390459, -0.012580937705934048, -0.0744289755821228, 0.03574782609939575, 0.007966861128807068, -0.0018166316440328956, -0.0017954044742509723, -0.06156894192099571, -0.011019851081073284, 0.030157359316945076, -0.04828350245952606, 0.008608002215623856, 0.06143912672996521, -0.035432543605566025, 0.07692714035511017, -0.019514264538884163, -0.0478096678853035, -0.031949132680892944, -0.06681068241596222, 0.04787721857428551, -0.02999015711247921, -0.0031749492045491934, 0.04835369810461998, 0.0030959504656493664, 0.0678485706448555, -0.0066950456239283085, -0.059805650264024734, -0.09157881140708923, -2.8208453649407592e-33, -0.12561333179473877, -0.026814034208655357, 0.05170872062444687, 0.05017838254570961, -0.00671239010989666, -0.047170836478471756, -0.020309869199991226, -0.0024614264257252216, 0.06732295453548431, -0.0446162149310112, -0.13145360350608826, -0.04551093280315399, -0.04109736159443855, 0.088180772960186, 0.018446845933794975, 0.04317551478743553, -0.016220537945628166, 0.04128653183579445, -0.0026436159387230873, 0.030645601451396942, -0.07845153659582138, -0.05763832479715347, -0.058682508766651154, -0.011256260797381401, 0.024715164676308632, 0.016041666269302368, 0.03729647397994995, -0.07237587869167328, -0.019709816202521324, 0.0007079326314851642, 0.07216032594442368, 0.047811396420001984, -0.0446004681289196, 0.002398370997980237, -0.024640336632728577, 0.0431242398917675, 0.08428942412137985, 0.008402909152209759, 0.052507273852825165, 0.007289877161383629, 0.043722547590732574, 0.009746567346155643, 0.09322673827409744, -0.007465451955795288, -0.07295438647270203, 0.03762783855199814, 0.06788092106580734, 0.08560635149478912, -0.018751729279756546, 0.11387818306684494, 0.025841740891337395, 0.015325979329645634, 0.012755651958286762, -0.02168523333966732, 0.05571622774004936, 0.09431330859661102, -0.027208048850297928, 0.0587647445499897, 0.0076812454499304295, 0.010417083278298378, -0.04113449901342392, 0.03878193721175194, -0.005574675742536783, -0.005734407342970371, -0.01806625910103321, 0.053651563823223114, -0.07949088513851166, -0.0028100416529923677, 0.05392260476946831, 0.1519550085067749, -0.023076025769114494, -0.06440242379903793, 0.008421432226896286, 0.005504470784217119, 0.025984544306993484, 0.009215581230819225, 0.05408608913421631, -0.03258105739951134, -0.05331118404865265, 0.08566710352897644, 0.015111425891518593, 0.01979653909802437, -0.0678914338350296, -0.08449758589267731, -0.12998518347740173, 0.05178234353661537, 0.016239618882536888, -0.060182828456163406, 0.021276988089084625, 0.005816958379000425, -0.0037904169876128435, 0.054997365921735764, -0.0005151005461812019, -0.03711981698870659, -0.02235100232064724, 8.707921642582384e-34, -0.06980221718549728, 0.09055120497941971, 0.010855056345462799, 0.05630580708384514, 0.018308822065591812, -0.07585221529006958, -0.02680347114801407, -0.08864778280258179, -0.025468802079558372, 0.017648248001933098, -0.03922152519226074, 0.08627182245254517, -0.06011808663606644, -0.03818320855498314, 0.012436688877642155, 0.031122807413339615, -0.033100176602602005, -0.01777845248579979, -0.0362965352833271, 0.017839357256889343, -0.13148565590381622, 0.05261635407805443, -0.02653372474014759, 0.007855263538658619, -0.02174137532711029, 0.03399163857102394, 0.013969640247523785, 0.031054215505719185, -0.04797840118408203, -0.0806390643119812, 0.012485921382904053, -0.1632363200187683, -0.030563512817025185, 0.007727900519967079, -0.042697012424468994, 0.018435955047607422, 0.002545173978433013, -0.09127672016620636, 0.07817641645669937, 0.0027784216217696667, -0.024480924010276794, -0.0022947262041270733, -0.09900127351284027, 0.013606898486614227, -0.07940538227558136, -0.018904244527220726, 0.0949644073843956, 0.0379444919526577, 0.055756472051143646, 0.02229912206530571, -0.01509940903633833, 0.06072645261883736, -0.07187595218420029, 0.000677654636092484, -0.004993680398911238, -0.003453854937106371, 0.06749356538057327, -0.03744993358850479, 0.03676559403538704, -0.07039465010166168, -0.09511559456586838, -0.026640303432941437, 0.040481287986040115, -0.03859730064868927, 0.011220535263419151, -0.03444003686308861, 0.02328590676188469, 0.019988831132650375, 0.030927151441574097, 0.025359027087688446, 0.050888486206531525, 0.07680945098400116, 0.10175862908363342, -0.009194599464535713, -0.0644829124212265, -0.07834982872009277, 0.019302528351545334, -0.017749307677149773, -0.026204774156212807, -0.1162976548075676, -0.05700791999697685, -0.06926547735929489, 0.10805105417966843, 0.03839203342795372, -0.016532165929675102, 0.023594971746206284, -0.000789045705460012, -0.011734850704669952, 0.08573156595230103, 0.10002708435058594, -0.04500656574964523, 0.06957973539829254, 0.08917845040559769, 0.06656514108181, 0.062321778386831284, -2.3131436321932597e-8, 0.013719511218369007, -0.06951035559177399, 0.02647022157907486, 0.03245902806520462, -0.015673300251364708, -0.007247208617627621, -0.039118364453315735, 0.008494481444358826, 0.022588595747947693, 0.0036464305594563484, -0.030573006719350815, 0.010864806361496449, -0.04641849920153618, 0.08127360045909882, 0.06730956584215164, -0.0027603651396930218, 0.05971239134669304, 0.002128497464582324, -0.03717203065752983, 0.048252612352371216, -0.011121867224574089, 0.034552138298749924, -0.08605837821960449, 0.07993617653846741, 0.05206488072872162, -0.011822126805782318, -0.013722541742026806, 0.006012279074639082, 0.1272411346435547, 0.06895874440670013, 0.03872121125459671, 0.05478300899267197, -0.011318566277623177, 0.017206015065312386, -0.00041766511276364326, 0.007738461252301931, -0.07580868154764175, 0.001859224052168429, 0.02339152991771698, 0.01987908035516739, -0.07026027143001556, 0.015881115570664406, -0.036577921360731125, 0.019745437428355217, 0.05419481545686722, 0.03278873860836029, -0.02738012745976448, -0.07407627999782562, -0.008977171964943409, 0.08148373663425446, -0.008990966714918613, 0.021786654368042946, -0.015190206468105316, 0.0360853411257267, 0.011843586340546608, -0.06780359148979187, 0.017595509067177773, -0.09948122501373291, 0.08447106182575226, -0.0013539768988266587, -0.07479487359523773, -0.003550564404577017, -0.001616946654394269, -0.06207946315407753 ]
p
And then you’re going to use the model to compute vectors, representations of each of these crops.
[ "tags", "tags/vector-image-search" ]
10,828
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ 0.011624829843640327, 0.002958059310913086, -0.00852345023304224, -0.08603060245513916, 0.014439789578318596, -0.054776523262262344, -0.05898398905992508, -0.09091496467590332, 0.08246620744466782, -0.11265022307634354, 0.08210555464029312, 0.00434443075209856, 0.05311830714344978, 0.06419339776039124, 0.013166348449885845, -0.02310929447412491, -0.07654677331447601, 0.06762947887182236, -0.03447664901614189, 0.03406323119997978, 0.04820026457309723, -0.06516801565885544, 0.021123016253113747, -0.004626598209142685, -0.01409547496587038, 0.06239788606762886, 0.00801323913037777, 0.016591351479291916, -0.008029618300497532, -0.070924311876297, 0.012137054465711117, 0.013868214562535286, -0.024629374966025352, 0.02732814848423004, 0.011175960302352905, 0.06169906258583069, 0.019133470952510834, 0.05136384069919586, 0.07120314240455627, -0.004934720695018768, 0.01005604863166809, -0.019471995532512665, 0.0031733938958495855, 0.04595080018043518, -0.0035483804531395435, 0.09590605646371841, -0.07649394869804382, -0.00029177131364122033, 0.06151334196329117, -0.024462193250656128, -0.02030022442340851, -0.010374230332672596, -0.12477478384971619, -0.01345112919807434, 0.07402927428483963, 0.008352168835699558, -0.03173329681158066, -0.004752743057906628, 0.048747435212135315, 0.03386726230382919, -0.09288735687732697, 0.05559421330690384, 0.017229076474905014, 0.11341099441051483, 0.07183442264795303, 0.005322951823472977, 0.038214124739170074, -0.03696580231189728, -0.05914653465151787, -0.054607972502708435, -0.005772668868303299, 0.00009216325270244852, 0.031013360247015953, 0.00733915762975812, -0.09631533920764923, 0.0400485135614872, -0.046931192278862, 0.028527643531560898, -0.09593779593706131, -0.05368788167834282, -0.03205261379480362, -0.005806229542940855, 0.011072452180087566, -0.04372795671224594, 0.12020017206668854, 0.031537771224975586, -0.06941814720630646, -0.10113521665334702, -0.03919237107038498, -0.014853881672024727, -0.06238022446632385, -0.033162932842969894, 0.08670519292354584, 0.05936642736196518, 0.0014099692925810814, -0.012639952823519707, 0.04035031422972679, 0.02924158051609993, 0.017601510509848595, 0.05552540719509125, -0.02542235516011715, -0.07409659773111343, 0.07604078948497772, 0.03423395752906799, 0.05386689305305481, -0.05917377769947052, 0.04850343242287636, -0.059039272367954254, -0.021513476967811584, -0.0814918652176857, -0.0023785007651895285, -0.043617840856313705, -0.03556494042277336, 0.09532098472118378, 0.03819434717297554, -0.040826909244060516, -0.06572038680315018, -0.01099945418536663, -0.01254479680210352, -0.01819615624845028, -0.028165005147457123, -0.020497411489486694, 0.06385466456413269, 0.011155147105455399, 0.030336635187268257, -0.0480278916656971, -0.0853598490357399, -3.276263651530984e-33, -0.017283203080296516, 0.021515225991606712, 0.07177325338125229, -0.005493416450917721, 0.04160945862531662, -0.00830620527267456, -0.08326848596334457, -0.02249431423842907, 0.03602957725524902, -0.022875951603055, -0.04610759764909744, 0.06286737322807312, -0.032365016639232635, 0.11776039749383926, -0.05181775987148285, 0.11544182896614075, -0.0458894744515419, 0.08082251250743866, -0.06507434695959091, -0.054577503353357315, 0.00940762273967266, 0.06941593438386917, -0.06900033354759216, -0.0014253477565944195, -0.04781350493431091, 0.044279810041189194, 0.0781102105975151, 0.007282137870788574, 0.004888419061899185, -0.011492777615785599, -0.007659074850380421, 0.037868160754442215, 0.0789133608341217, 0.020816294476389885, 0.03314758092164993, -0.008263405412435532, 0.0857388973236084, -0.05657012760639191, -0.058831024914979935, -0.011362062767148018, 0.04396303743124008, 0.027042223140597343, -0.036686938256025314, -0.053341496735811234, 0.06125307455658913, 0.10362157225608826, -0.004232178907841444, -0.062621109187603, 0.02342749759554863, 0.02669435366988182, -0.01565849408507347, -0.00862916186451912, 0.000006487214250228135, -0.02641456574201584, -0.02254440449178219, -0.07045869529247284, -0.04853542149066925, 0.007356706541031599, -0.0066339727491140366, 0.011295881122350693, 0.01600404642522335, 0.0411488339304924, 0.02806035988032818, 0.010893667116761208, 0.06901965290307999, 0.09315941482782364, 0.015490591526031494, 0.06013374403119087, -0.05377856269478798, 0.08305609971284866, 0.011045906692743301, 0.03989274427294731, -0.006170008331537247, 0.002770289545878768, -0.05801348015666008, -0.02740887552499771, -0.05859837308526039, -0.03269632160663605, -0.10335385799407959, 0.06028454750776291, -0.09648480266332626, 0.0712064653635025, -0.03199167177081108, -0.07481049746274948, -0.03934719040989876, 0.024163860827684402, 0.11618706583976746, -0.03927056863903999, 0.031443364918231964, 0.013648837804794312, 0.015436972491443157, 0.05174562335014343, 0.05006175860762596, -0.07167228311300278, -0.03223397582769394, 1.0522563496015443e-33, -0.07608001679182053, 0.013505276292562485, 0.004269722383469343, 0.04264305531978607, -0.0031035221181809902, 0.024839650839567184, 0.07065478712320328, 0.009664919227361679, -0.021803658455610275, 0.0750327855348587, 0.024941064417362213, -0.03287990391254425, -0.14295603334903717, -0.1005425751209259, -0.04061078280210495, -0.0831218957901001, 0.09690723568201065, 0.03837324678897858, -0.02886444516479969, 0.04750778153538704, 0.01600066013634205, 0.07972189038991928, -0.07323689758777618, 0.0725603923201561, 0.011199332773685455, 0.10798200964927673, 0.05085446313023567, 0.0033633799757808447, 0.028482865542173386, -0.003681027563288808, 0.0205059964209795, -0.07416436821222305, 0.002878789324313402, -0.006422418635338545, -0.02667098119854927, -0.024790119379758835, -0.0010343504836782813, -0.032317087054252625, -0.013379520736634731, 0.013047228567302227, -0.0017338633770123124, -0.045526690781116486, -0.0475577674806118, 0.051850851625204086, -0.04159877821803093, -0.05017681419849396, 0.010842815041542053, -0.006349993869662285, -0.027797646820545197, -0.0031254112254828215, -0.07102969288825989, -0.06622517853975296, -0.03564431145787239, -0.08136561512947083, -0.04860946536064148, -0.027383262291550636, 0.0017204872565343976, 0.01299967709928751, 0.028258556500077248, 0.01684100553393364, 0.0401003472507, -0.06478315591812134, -0.019996492192149162, -0.04031851887702942, -0.04832039773464203, -0.07049781829118729, -0.01944824308156967, -0.002058402867987752, -0.04955202713608742, 0.055094435811042786, -0.021632779389619827, -0.06427333503961563, -0.07481876760721207, -0.0003849251661449671, -0.010364757850766182, -0.07060571759939194, 0.07775674760341644, 0.0650138258934021, 0.036906950175762177, -0.024424616247415543, -0.036817051470279694, -0.05204333737492561, -0.07161948084831238, 0.09724927693605423, -0.009543847292661667, 0.10712070018053055, -0.04244571551680565, -0.03725467622280121, 0.0589381568133831, 0.05855647101998329, -0.021117813885211945, 0.044624898582696915, 0.04941381514072418, 0.051345158368349075, 0.019545653834939003, -2.605514026754463e-8, 0.011418761685490608, 0.01654904894530773, 0.011197932995855808, 0.02208022028207779, -0.0540604367852211, 0.019762074574828148, -0.03790532425045967, -0.03458701819181442, -0.03774913400411606, 0.045507390052080154, 0.027485407888889313, 0.017707331106066704, -0.058576975017786026, 0.031736988574266434, 0.01379075925797224, -0.02004290372133255, -0.08641931414604187, -0.03868488594889641, -0.004564293660223484, 0.09800980985164642, -0.04417766258120537, 0.021093498915433884, 0.009126819670200348, -0.02774054929614067, -0.06623604893684387, 0.04191570729017258, -0.09527081251144409, -0.00848908256739378, -0.023954132571816444, 0.0388568714261055, -0.005458048544824123, -0.023952675983309746, 0.003965364769101143, -0.015240558423101902, 0.009549444541335106, -0.072052001953125, -0.06435057520866394, 0.04474380984902382, 0.02257300354540348, 0.0016853041015565395, 0.016043005511164665, -0.10662891715765, 0.025123145431280136, 0.04898880422115326, 0.12001640349626541, 0.024607108905911446, 0.055434443056583405, -0.02483491785824299, -0.017512042075395584, 0.007614803500473499, -0.03804851323366165, -0.008940646424889565, 0.020593585446476936, 0.014065027236938477, 0.06341127306222916, -0.09179908782243729, 0.04921528697013855, 0.01582508161664009, 0.12144535034894943, 0.09880784153938293, 0.09855874627828598, -0.04106573760509491, 0.054193686693906784, -0.0148121053352952 ]
p
And since they all represent the same image, they should all be the same.
[ "tags", "tags/vector-image-search" ]
10,829
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ -0.053990438580513, -0.042195018380880356, -0.0028551665600389242, 0.01155389379709959, 0.04422781243920326, 0.01758534461259842, -0.09665235877037048, -0.02453186735510826, 0.07734031975269318, -0.040988530963659286, -0.009920923970639706, 0.01949203759431839, 0.00368305342271924, 0.008332094177603722, -0.0377584733068943, -0.014055424369871616, -0.10755472630262375, 0.13985733687877655, -0.11204153299331665, 0.02497905120253563, 0.07115153223276138, -0.046533361077308655, -0.08425314724445343, 0.026620235294103622, 0.020173579454421997, 0.014846350066363811, -0.05063118413090706, 0.04028905928134918, 0.04930458962917328, -0.05385437235236168, -0.004161826800554991, 0.043013203889131546, -0.03056648001074791, 0.03661669045686722, -0.09748747199773788, 0.034344032406806946, -0.03918582573533058, 0.03889450803399086, 0.009677108377218246, 0.03096848726272583, -0.012794134207069874, 0.03246086835861206, -0.0022801521699875593, 0.059795163571834564, -0.00013036785821896046, 0.025382021442055702, -0.05662129819393158, -0.036721304059028625, 0.023764245212078094, 0.00036675867158919573, -0.01982637494802475, 0.00590827502310276, -0.08227570354938507, 0.0013884700601920485, 0.002332908334210515, 0.09271205961704254, -0.05646851658821106, -0.011826740577816963, -0.06311395764350891, 0.0659405067563057, 0.06304624676704407, -0.02856011502444744, -0.02610117942094803, -0.020111167803406715, 0.08088696002960205, -0.03773432597517967, 0.032866932451725006, 0.03590117767453194, -0.027129987254738808, 0.03529240936040878, -0.021334609016776085, 0.00768221914768219, -0.04881451651453972, 0.022727545350790024, 0.04350704699754715, 0.02717430703341961, 0.010274992324411869, 0.026502378284931183, -0.021972766146063805, 0.055804379284381866, -0.05098285153508186, 0.021062254905700684, -0.03129538893699646, -0.07670091092586517, 0.08792620897293091, 0.014588909223675728, -0.013415714725852013, -0.07244375348091125, 0.008429846726357937, -0.01991499774158001, -0.07984110713005066, -0.025881148874759674, 0.02046109177172184, 0.0033539608120918274, 0.004883430432528257, 0.047496579587459564, -0.005642573349177837, 0.011091010645031929, 0.10696863383054733, 0.0407295823097229, -0.01624588668346405, -0.017125621438026428, -0.016875289380550385, 0.011590095236897469, 0.030113330110907555, -0.09500424563884735, 0.031015120446681976, -0.02687123976647854, 0.08080782741308212, -0.012811234220862389, 0.10298260301351547, -0.04135539382696152, 0.10953157395124435, 0.08496405929327011, -0.04239475727081299, 0.01462763361632824, -0.12050587683916092, 0.05708238109946251, -0.06576917320489883, 0.05677762255072594, -0.06781014055013657, -0.015981601551175117, 0.018845438957214355, 0.023568004369735718, -0.011752700433135033, 0.013720392249524593, -0.04123310372233391, -2.9728505598265047e-33, -0.011937699280679226, -0.04895854741334915, 0.03681233897805214, -0.0003641262010205537, -0.05418753996491432, -0.013396469876170158, -0.08030965924263, -0.05163722112774849, 0.06111409142613411, -0.033118560910224915, -0.08518394082784653, 0.049616459757089615, 0.04019749537110329, 0.03958846256136894, 0.01975334994494915, -0.034109972417354584, -0.07091956585645676, 0.05538036301732063, 0.042081207036972046, -0.09364078938961029, 0.06979062408208847, -0.04621084779500961, -0.027230067178606987, -0.11614292114973068, 0.028482673689723015, 0.018415411934256554, 0.020488373935222626, -0.024158736690878868, 0.017403896898031235, 0.01180359162390232, -0.025570131838321686, 0.03616767376661301, -0.1421481966972351, 0.0021802918054163456, 0.030138714239001274, 0.09098416566848755, 0.05913965031504631, 0.012314675375819206, 0.04513860493898392, -0.04791770502924919, -0.012935047969222069, -0.021209096536040306, -0.02998368814587593, -0.07875064015388489, -0.03070659376680851, -0.0853613093495369, 0.110055111348629, -0.034159496426582336, -0.08220828324556351, -0.03776901960372925, 0.03500758856534958, -0.04532180726528168, -0.05684767663478851, -0.015492980368435383, 0.13780474662780762, 0.04776544123888016, -0.02812858484685421, 0.020972654223442078, 0.024999478831887245, 0.08590272068977356, -0.00943970400840044, 0.0018253069138154387, -0.01365679781883955, 0.09428603202104568, -0.08955033868551254, 0.08535301685333252, 0.03312596306204796, -0.005873626563698053, -0.001059740548953414, 0.035496436059474945, 0.013388099148869514, -0.0435418076813221, -0.05809078738093376, -0.03770098835229874, 0.06685648113489151, -0.05428972840309143, -0.0020590159110724926, -0.006513446569442749, 0.049492206424474716, -0.013248794712126255, -0.03013892099261284, 0.021624106913805008, -0.065886951982975, -0.022429293021559715, -0.08186886459589005, -0.020800171419978142, 0.0603201761841774, -0.03108353726565838, -0.01854328066110611, -0.033841125667095184, -0.06245936080813408, -0.008588781580328941, 0.02903665229678154, -0.028347661718726158, 0.06171378493309021, 7.567689826397361e-34, -0.1180790364742279, 0.020982326939702034, -0.10177285224199295, 0.060834500938653946, -0.019668206572532654, 0.021768122911453247, 0.05145285278558731, -0.04420012608170509, -0.07344246655702591, 0.021139925345778465, 0.005344801116734743, 0.041966989636421204, -0.10393550246953964, 0.009093027561903, -0.04074029251933098, -0.028037874028086662, -0.012055018916726112, -0.0008551989449188113, 0.0011293372372165322, -0.028538992628455162, 0.0599156953394413, 0.10610560327768326, -0.06835121661424637, -0.024164646863937378, 0.012712107039988041, 0.03655393049120903, -0.02374783158302307, 0.041168395429849625, 0.018675806000828743, -0.021068096160888672, 0.045500077307224274, -0.08357500284910202, -0.11029878258705139, 0.018739456310868263, -0.025981534272432327, -0.0232163667678833, 0.01958584412932396, -0.016394147649407387, -0.04237972944974899, 0.01500699482858181, -0.0025215446949005127, 0.01638087071478367, -0.04950485751032829, 0.003371509723365307, 0.018225591629743576, 0.019219236448407173, 0.10563693195581436, -0.02507627382874489, 0.09842698276042938, 0.0001803895429475233, 0.05680200457572937, -0.020957300439476967, -0.06400416046380997, -0.014031917788088322, -0.08941663056612015, 0.02996610663831234, 0.03594660386443138, 0.023401685059070587, -0.01829521171748638, 0.04218441992998123, -0.047184064984321594, -0.05205323547124863, 0.034067366272211075, 0.0768374502658844, -0.004040887113660574, 0.012803863734006882, -0.08687666803598404, 0.05758881941437721, 0.07950399070978165, 0.020980145782232285, 0.1217534989118576, 0.08981741219758987, 0.020605862140655518, -0.020281663164496422, 0.020410481840372086, -0.027675095945596695, -0.018875477835536003, -0.015934757888317108, 0.03330220282077789, -0.06504425406455994, -0.05671142041683197, -0.0017548842588439584, 0.07865040749311447, 0.04250124841928482, 0.015059670433402061, 0.01906106248497963, -0.0462164543569088, -0.015151816420257092, 0.038570158183574677, -0.02869510091841221, -0.012565509416162968, -0.02366352640092373, 0.0709390863776207, -0.043083999305963516, -0.10963784903287888, -2.4373752793849235e-8, 0.024505555629730225, 0.021310439333319664, 0.090299092233181, 0.07585936039686203, 0.006085571367293596, -0.018174057826399803, -0.023021774366497993, 0.054481931030750275, 0.01708255335688591, 0.017709719017148018, 0.039565056562423706, -0.07620342820882797, -0.03128429874777794, 0.08770828694105148, 0.07745826989412308, 0.035608112812042236, -0.00736588891595602, -0.04887297376990318, 0.001923186588101089, 0.09345155209302902, -0.017123136669397354, 0.03265973553061485, 0.01955006830394268, 0.11812365800142288, -0.018766354769468307, -0.046201370656490326, -0.00308894831687212, 0.046383414417505264, 0.010342140682041645, -0.02766791358590126, -0.006968745496124029, 0.011047839187085629, 0.06056416779756546, 0.0746871680021286, 0.02027001604437828, 0.0783795714378357, -0.06484369188547134, 0.06439708173274994, 0.014358782209455967, -0.041826896369457245, -0.1436205953359604, 0.008663589134812355, 0.01987903192639351, 0.0450904406607151, 0.07349050790071487, -0.01871698908507824, 0.0475446917116642, -0.09649831801652908, -0.057375505566596985, -0.07537563890218735, 0.012250609695911407, 0.048074401915073395, 0.010870029218494892, -0.015997758135199547, 0.08388330787420273, -0.034668754786252975, -0.03639890253543854, -0.045469172298908234, -0.024437783285975456, 0.04040135070681572, -0.0453176349401474, -0.014974077232182026, 0.04000207036733627, -0.029584210366010666 ]
p
So then you can compute a loss to see how they diverge and to basically train them to become the same.
[ "tags", "tags/vector-image-search" ]
10,830
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ 0.025416148826479912, 0.10806365311145782, 0.019444983452558517, 0.0204768106341362, -0.03289426490664482, 0.018215123564004898, 0.03350460156798363, -0.017353635281324387, -0.008342796005308628, 0.020468994975090027, 0.05851272493600845, 0.09837654232978821, 0.038755953311920166, 0.0015105567872524261, -0.05079592019319534, 0.04458583891391754, -0.0024531225208193064, 0.016513580456376076, -0.03604023531079292, -0.04095377027988434, 0.1643800288438797, -0.05340913310647011, -0.02809211052954197, -0.018163645640015602, -0.004442799370735884, -0.013032003305852413, -0.08850990235805511, 0.029762383550405502, 0.0370352603495121, -0.07927779853343964, 0.023242607712745667, 0.0021417923271656036, -0.05706876143813133, 0.026117196306586266, -0.04006803035736084, -0.002717812079936266, 0.013480369932949543, 0.015040785074234009, -0.015548762865364552, 0.06099682301282883, 0.018395865336060524, -0.05325135588645935, -0.08644779026508331, 0.02109391987323761, 0.010496480390429497, 0.024311019107699394, -0.053563520312309265, 0.08166568726301193, 0.03731018677353859, -0.032215528190135956, -0.10166916996240616, -0.03454044088721275, -0.05910339206457138, 0.03274274244904518, 0.02821866050362587, 0.10188431292772293, -0.0028580501675605774, 0.00642858212813735, 0.001949155586771667, 0.0538603737950325, 0.0042665814980864525, -0.010122743435204029, -0.10774330794811249, 0.04803114011883736, 0.1411498337984085, -0.0022222737316042185, -0.027698757126927376, -0.02496255934238434, -0.11599858105182648, -0.038482341915369034, -0.04928409680724144, 0.08840815722942352, 0.019984984770417213, 0.019286438822746277, 0.0023526884615421295, -0.00007577850192319602, -0.0372411273419857, 0.05197039991617203, 0.007006833329796791, 0.09089767187833786, -0.047305963933467865, 0.016401253640651703, 0.05269080400466919, 0.009778333827853203, 0.027980342507362366, -0.06177276745438576, 0.02655518613755703, -0.03899157792329788, 0.07592044025659561, 0.013373137451708317, -0.05948587507009506, -0.023405978456139565, -0.07635963708162308, -0.04904835671186447, 0.012492090463638306, -0.05000263825058937, 0.020164228975772858, 0.027135003358125687, -0.04799378290772438, 0.03837914019823074, -0.02114710956811905, -0.02197945863008499, -0.060987476259469986, -0.07182987779378891, -0.012774924747645855, -0.050723206251859665, -0.025408383458852768, 0.024918926879763603, 0.06433622539043427, -0.04126594960689545, -0.06778300553560257, 0.00031503639183938503, 0.00611870177090168, 0.07704269886016846, 0.001584409736096859, 0.051330115646123886, -0.009969728998839855, 0.07165652513504028, 0.018790386617183685, 0.014209750108420849, 0.0767778679728508, 0.004268238786607981, 0.051933079957962036, -0.052012745290994644, -0.012409333139657974, -0.02620145119726658, 0.043321844190359116, -4.7694026572263625e-33, -0.023821156471967697, -0.03742954134941101, 0.01806262880563736, 0.0373724065721035, -0.03514803573489189, -0.07247734814882278, -0.10756401717662811, 0.004964228253811598, 0.0005225519998930395, 0.007357446011155844, 0.06551359593868256, -0.018853608518838882, 0.06722859293222427, 0.11190401017665863, -0.06382407248020172, -0.046986181288957596, -0.0359472930431366, 0.1421862244606018, 0.027754241600632668, 0.005772845819592476, 0.009805163368582726, -0.033968161791563034, -0.021944405511021614, -0.02426275983452797, 0.07871828973293304, 0.019822970032691956, -0.0019788979552686214, 0.014840805903077126, 0.0293253343552351, 0.036118511110544205, 0.03824080899357796, 0.02789822220802307, -0.028287222608923912, -0.0132331233471632, 0.04397249221801758, 0.04433414712548256, 0.016491184011101723, -0.032639890909194946, 0.026804454624652863, -0.03290139511227608, -0.023969536647200584, -0.08761881291866302, -0.07140370458364487, -0.029580170288681984, -0.03087824024260044, 0.01884036511182785, 0.02436392940580845, -0.00589101854711771, -0.015274656936526299, 0.023562852293252945, 0.02892736718058586, 0.018789393827319145, 0.06759481877088547, 0.09078174084424973, 0.043455399572849274, 0.01473412849009037, -0.015618129633367062, 0.0011283827479928732, 0.007380661088973284, 0.03880924731492996, -0.07866008579730988, 0.022628039121627808, 0.004871690645813942, 0.026089858263731003, -0.051153700798749924, 0.013380048796534538, 0.027499787509441376, -0.03846379369497299, 0.01585986651480198, 0.0360015407204628, -0.06214994937181473, 0.07089724391698837, 0.003984459675848484, 0.15053442120552063, -0.08094516396522522, -0.009557274170219898, -0.04981819912791252, 0.02667376399040222, 0.04851875081658363, 0.030791794881224632, -0.02467592991888523, -0.03171015903353691, 0.04780055209994316, 0.05947987735271454, 0.009728508070111275, 0.04966066777706146, 0.05216098576784134, -0.09929767996072769, -0.027504542842507362, -0.03292732685804367, -0.00290431035682559, -0.004831812344491482, 0.0973253920674324, 0.001882190234027803, 0.07384198904037476, 2.8814231806134396e-33, -0.11985306441783905, 0.055848777294158936, -0.029972637072205544, 0.06159324571490288, 0.008641263470053673, -0.006120121106505394, -0.007326238323003054, -0.06047027185559273, -0.038645945489406586, 0.1841469705104828, -0.07041627168655396, 0.015491597354412079, -0.03363773599267006, 0.005897441878914833, -0.0059233056381344795, -0.015920959413051605, 0.05953891575336456, -0.09655670821666718, -0.006533873733133078, 0.0030676189344376326, -0.009146410971879959, 0.08137322962284088, -0.03446051850914955, 0.07593289017677307, 0.008868173696100712, 0.021780887618660927, -0.0001938478962983936, 0.06944087892770767, 0.0437772311270237, 0.03840896487236023, -0.012803087942302227, -0.13438375294208527, -0.06783570349216461, -0.027011273428797722, -0.054651275277137756, -0.028954926878213882, 0.006302546709775925, -0.03814186155796051, 0.0263277068734169, -0.0998043417930603, 0.00380713795311749, -0.0083541888743639, -0.0751236230134964, -0.014227270148694515, -0.005790230818092823, -0.06511066854000092, 0.09194377064704895, -0.038136664777994156, -0.05450904369354248, -0.027987973764538765, 0.03479624539613724, -0.11274386197328568, 0.005637472961097956, -0.056827399879693985, -0.08673792332410812, 0.012196287512779236, 0.1028498113155365, -0.004925359971821308, -0.027623571455478668, 0.010778706520795822, -0.013515138998627663, -0.035927124321460724, 0.032428160309791565, 0.07107628136873245, 0.0007444660877808928, -0.042968329042196274, -0.06616051495075226, 0.02939668484032154, -0.007888705469667912, 0.0022952307481318712, 0.057094357907772064, -0.02497873455286026, -0.10719478875398636, -0.05278228968381882, 0.05997272953391075, -0.09068383276462555, -0.04293012246489525, -0.04694017767906189, -0.026207024231553078, -0.0036754817701876163, -0.01673201657831669, -0.058050792664289474, 0.031045271083712578, -0.020188426598906517, -0.04728623479604721, -0.013996519148349762, -0.027925461530685425, -0.07241521775722504, -0.035714250057935715, 0.08272343873977661, -0.03706824406981468, -0.019688626751303673, 0.017130490392446518, -0.01542650070041418, -0.028607958927750587, -2.3884011213226586e-8, 0.02643967978656292, -0.021672675386071205, 0.04930231720209122, 0.06788183003664017, 0.03641339763998985, 0.13374081254005432, 0.09828923642635345, 0.0011912042973563075, -0.01384845282882452, 0.01711093634366989, 0.023455942049622536, 0.02918270230293274, -0.007462118752300739, 0.012424591928720474, 0.07314092665910721, 0.0315626859664917, 0.052508644759655, 0.0025573892053216696, -0.07944627106189728, 0.019939031451940536, -0.08415516465902328, 0.0194449070841074, 0.09039802849292755, 0.027575930580496788, 0.04224609583616257, 0.06443779915571213, -0.004019302781671286, 0.0738348588347435, 0.044424112886190414, -0.004105766303837299, 0.0019296668469905853, 0.024538284167647362, -0.007754482328891754, 0.04028480499982834, -0.00509015005081892, -0.019890042021870613, 0.0037198050413280725, -0.05611491948366165, 0.08198478072881699, -0.08431733399629593, -0.06552337110042572, -0.01982715167105198, -0.05820290744304657, 0.077346570789814, -0.04809015244245529, 0.01366850920021534, 0.0459132045507431, -0.04857049137353897, -0.07360325008630753, 0.05628889799118042, 0.03591258451342583, -0.004007245413959026, 0.13757948577404022, -0.005682261660695076, 0.05259423702955246, -0.027428073808550835, -0.03216001018881798, 0.03334272652864456, 0.01840369403362274, 0.05569925904273987, 0.010403947904706001, 0.08047779649496078, 0.10281804203987122, 0.012470865622162819 ]
p
So this is how it works and how it works.
[ "tags", "tags/vector-image-search" ]
10,831
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ -0.061918146908283234, -0.05295389145612717, 0.05924709141254425, 0.014032982289791107, 0.024746276438236237, -0.08258232474327087, -0.07770433276891708, 0.06853780150413513, 0.01646055467426777, -0.09179384261369705, 0.005695194937288761, 0.09021992236375809, -0.0166269913315773, -0.08309973031282425, 0.014548946171998978, -0.031119441613554955, 0.06681597977876663, -0.05641980841755867, -0.015748988837003708, -0.023224467411637306, 0.048933614045381546, -0.09904461354017258, -0.06368999928236008, 0.02324271760880947, 0.06226179003715515, 0.05585315451025963, -0.0437081977725029, 0.10632047057151794, 0.05786801502108574, -0.018056504428386688, 0.01478420291095972, 0.08266422152519226, -0.03461025282740593, -0.030411865562200546, -0.10778883844614029, -0.007463295944035053, 0.026317840442061424, 0.05366833880543709, -0.05425136908888817, 0.01020456850528717, -0.004308047704398632, 0.01717277616262436, -0.014181453734636307, 0.07079427689313889, 0.04462113976478577, -0.039169665426015854, -0.05970536917448044, -0.015102451667189598, -0.008408878929913044, 0.0031821809243410826, -0.06437113136053085, -0.02483438514173031, -0.006280907895416021, -0.020176241174340248, 0.01350458338856697, -0.032793592661619186, -0.0035504568368196487, 0.016936087980866432, -0.047317154705524445, 0.04221211373806, -0.04121126979589462, 0.021386409178376198, -0.06866602599620819, 0.01680312305688858, 0.11215981841087341, -0.07594814896583557, -0.013317416422069073, -0.01760515756905079, 0.051635853946208954, -0.09132745116949081, -0.060518596321344376, 0.04388376697897911, 0.034812621772289276, 0.005476943217217922, -0.004425921477377415, -0.03826368227601051, 0.0003827459295280278, 0.028656944632530212, -0.05236361548304558, -0.10019515454769135, 0.07433662563562393, -0.004199837800115347, 0.004095111507922411, -0.05712857469916344, -0.030762119218707085, 0.05193038657307625, -0.024780601263046265, -0.06883973628282547, 0.033979322761297226, -0.06969049572944641, 0.13079507648944855, 0.10416334867477417, 0.01721232198178768, -0.00024118638248182833, -0.026033559814095497, 0.05634327977895737, -0.036620330065488815, 0.13163459300994873, 0.010619641281664371, 0.007114055100828409, -0.00382278673350811, -0.008049254305660725, -0.003531042719259858, -0.05898694321513176, -0.005317459814250469, -0.06418349593877792, 0.0921345129609108, 0.01990010216832161, 0.04062426835298538, -0.025640390813350677, 0.017865382134914398, 0.051156558096408844, 0.004526242148131132, -0.010256596840918064, -0.04786442220211029, -0.036271221935749054, -0.005489602219313383, -0.016593996435403824, 0.024701913818717003, 0.029894452542066574, 0.007009519729763269, -0.08697880804538727, 0.04235468804836273, -0.02417384646832943, -0.06060870364308357, -0.05799887329339981, -0.04954489693045616, -1.0469012381495795e-33, -0.07435578107833862, 0.022160694003105164, -0.033112943172454834, -0.005238954909145832, 0.03896031528711319, 0.011383525095880032, -0.057035256177186966, 0.0027205750811845064, -0.03252082318067551, 0.007686699740588665, -0.02029937133193016, 0.021423399448394775, -0.11489898711442947, 0.03009396605193615, 0.05399187281727791, -0.045842211693525314, -0.01523851789534092, 0.0717557817697525, -0.024568689987063408, 0.01882966235280037, 0.07644201815128326, 0.050892703235149384, 0.014366899617016315, 0.07408808171749115, 0.05993956699967384, -0.007580814883112907, 0.0640132948756218, 0.0887439176440239, -0.03365667164325714, 0.006335938815027475, 0.03212808072566986, -0.03938058763742447, -0.04958740994334221, 0.017900165170431137, -0.05767929553985596, -0.0002570439246483147, 0.007411081809550524, -0.06421367824077606, 0.03145495429635048, -0.09515609592199326, -0.03842051327228546, 0.07876118272542953, 0.06234453245997429, 0.024247853085398674, -0.018637578934431076, 0.02198072336614132, -0.04835895821452141, 0.028420789167284966, 0.08708520233631134, -0.013478840701282024, 0.010746053420007229, 0.08788694441318512, -0.026841530576348305, -0.003237890312448144, 0.0559098981320858, 0.014469345100224018, 0.08018519729375839, -0.05821366608142853, 0.04929781332612038, 0.05782092735171318, -0.051566313952207565, 0.09521380811929703, -0.03220844641327858, -0.00358716887421906, 0.036053191870450974, 0.07338448613882065, 0.008732526563107967, -0.003884128062054515, 0.08856121450662613, 0.03265334293246269, -0.07963667064905167, -0.057267509400844574, -0.048632148653268814, -0.006697210483253002, 0.09393297880887985, -0.136865496635437, -0.0028697489760816097, 0.02038540132343769, 0.024009259417653084, -0.03385895863175392, -0.021607233211398125, 0.02373347617685795, -0.10851603001356125, 0.031187482178211212, -0.10113679617643356, 0.08887935429811478, 0.003495717654004693, 0.0745256319642067, 0.06105547770857811, -0.021546458825469017, 0.029081163927912712, 0.0763319730758667, 0.04013340547680855, 0.04081587865948677, 0.05654659867286682, -1.6313390066622999e-34, -0.044748689979314804, -0.010552412830293179, 0.005700157023966312, 0.15416738390922546, 0.05188887193799019, 0.0037310428451746702, -0.02743709646165371, -0.08635668456554413, 0.0678836777806282, -0.01822296902537346, 0.016863539814949036, -0.023423874750733376, -0.10109351575374603, 0.01904018595814705, -0.030098894611001015, 0.042581815272569656, -0.0017964278813451529, -0.052920594811439514, -0.03728235885500908, 0.0072841341607272625, -0.010215380229055882, 0.07696425169706345, -0.041464854031801224, -0.06462560594081879, -0.09289637207984924, -0.05581104755401611, -0.005126561038196087, 0.04302334412932396, 0.014723826199769974, -0.06608622521162033, 0.016151076182723045, 0.03626450151205063, 0.041408970952034, -0.08723562210798264, -0.10481510311365128, -0.017071764916181564, -0.031156519427895546, -0.05452539399266243, -0.048354677855968475, 0.024129308760166168, 0.012211776338517666, -0.0012016840046271682, -0.005934868939220905, -0.029847122728824615, -0.05978558585047722, 0.11638602614402771, 0.010205495171248913, -0.07249359041452408, 0.05703752115368843, 0.051548849791288376, 0.12471287697553635, -0.019889596849679947, -0.0806136503815651, -0.006491508800536394, 0.0038460411597043276, -0.0448070764541626, 0.06351807713508606, -0.046469829976558685, -0.11848010122776031, 0.042000479996204376, -0.0076479315757751465, 0.012314360588788986, 0.03825905919075012, -0.030870843678712845, -0.05117271840572357, 0.047697026282548904, -0.0020478833466768265, 0.06480593979358673, 0.0021250061690807343, 0.003700884757563472, -0.10598311573266983, -0.06969866156578064, 0.0285476204007864, -0.008767180144786835, -0.05185729265213013, -0.00940764881670475, 0.009143434464931488, -0.013092298991978168, -0.05400576442480087, -0.001973565202206373, -0.06307879835367203, 0.007233270909637213, -0.006191147491335869, 0.05734962970018387, -0.04269595816731453, 0.03515026718378067, 0.013607386499643326, -0.050658296793699265, -0.008055438287556171, 0.05105200037360191, 0.06298266351222992, -0.03894154354929924, -0.0021712074521929026, 0.056587886065244675, 0.05067892745137215, -3.0370014059144523e-8, -0.03172463923692703, -0.05145483464002609, 0.07498077303171158, 0.010948501527309418, -0.02630821242928505, -0.00773595692589879, -0.060048799961805344, 0.12586772441864014, -0.005977519787847996, 0.061724986881017685, 0.002098631812259555, 0.06204834207892418, -0.06542494148015976, -0.0017656420823186636, 0.024653898552060127, 0.07152332365512848, 0.045656945556402206, -0.004893243312835693, -0.004052326083183289, 0.05676287040114403, 0.047036297619342804, 0.03148087114095688, 0.016876647248864174, -0.04505445435643196, 0.0368034653365612, -0.01600382849574089, -0.06923295557498932, 0.04434937611222267, -0.021193603053689003, -0.03566054627299309, -0.0068871150724589825, 0.04157029464840889, 0.016125846654176712, 0.041146419942379, 0.015352625399827957, -0.05574893578886986, -0.054080549627542496, 0.04217156395316124, -0.014198673889040947, 0.018078818917274475, 0.029215602204203606, -0.05190536007285118, -0.05861380323767662, 0.05712084472179413, 0.0022771137300878763, -0.05294881388545036, -0.0296409260481596, -0.07507890462875366, 0.0331607349216938, 0.09121020138263702, 0.003523600986227393, -0.010291092097759247, 0.040476929396390915, -0.022755024954676628, 0.0775865763425827, 0.025416763499379158, -0.060406457632780075, -0.04784058779478073, 0.023893624544143677, 0.013310465961694717, 0.05447925254702568, -0.048707570880651474, 0.088280588388443, -0.016480104997754097 ]
p
And the difference between the second version is just that they use more data sets and the distillation method to have a very performant model, which is also very fast to run regarding the first use case.
[ "tags", "tags/vector-image-search" ]
10,832
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ -0.08322016894817352, -0.0366358645260334, -0.00218373304232955, -0.10284354537725449, 0.059570182114839554, -0.0002552323567215353, 0.02336397022008896, 0.012663617730140686, 0.014521780423820019, -0.10599759221076965, 0.017266036942601204, 0.04487381502985954, -0.013525801710784435, 0.07191608101129532, 0.02751910872757435, -0.03084738738834858, 0.06932833045721054, 0.03602302819490433, -0.13077250123023987, 0.005811276379972696, 0.036931466311216354, -0.04859330132603645, 0.05657392367720604, -0.02805410884320736, -0.02119631879031658, 0.04344126209616661, -0.011344258673489094, -0.09177612513303757, 0.030950084328651428, -0.015974288806319237, 0.023360516875982285, 0.03407813236117363, 0.026018396019935608, 0.059083737432956696, -0.03989669308066368, -0.014795711264014244, -0.10990481078624725, 0.05673213675618172, -0.03499026596546173, -0.05608996003866196, -0.02176857180893421, -0.03085118718445301, -0.03167332708835602, -0.013297172263264656, -0.0022988165728747845, 0.06928505748510361, 0.012247132137417793, -0.034887250512838364, 0.03707216680049896, -0.023797353729605675, -0.10468242317438126, -0.02113134041428566, -0.1063111424446106, -0.02965995855629444, 0.007019301410764456, 0.07231467962265015, -0.0322377011179924, -0.052568063139915466, 0.06650512665510178, 0.0377044714987278, 0.0548798143863678, -0.0403439886868, 0.008022794499993324, 0.0382552295923233, 0.034070052206516266, -0.012645301409065723, 0.03467549383640289, -0.09089872986078262, -0.07477764785289764, -0.08705565333366394, 0.007525102235376835, 0.056664370000362396, -0.023915696889162064, 0.13271592557430267, -0.020528851076960564, 0.04144807159900665, 0.030123379081487656, -0.07053034007549286, -0.04129522293806076, -0.009500231593847275, -0.015616104938089848, -0.07240606844425201, 0.08840259164571762, 0.06430710107088089, -0.02210197225213051, -0.01938820816576481, -0.0006031197845004499, -0.008879556320607662, -0.0017647594213485718, -0.07131649553775787, -0.08400372415781021, -0.04753135144710541, -0.042632464319467545, -0.03442870453000069, 0.01183997094631195, -0.11512328684329987, -0.01601504534482956, -0.02978377416729927, 0.03628586605191231, -0.002047472633421421, 0.04735376313328743, 0.0013910926645621657, 0.056059833616018295, -0.033307697623968124, 0.0031017852015793324, 0.02273418940603733, -0.06818628311157227, 0.02842019870877266, 0.07367933541536331, -0.027044974267482758, -0.047031816095113754, 0.06987176090478897, -0.022884080186486244, -0.016486726701259613, -0.033412907272577286, 0.003137284191325307, -0.09007589519023895, -0.048377878963947296, 0.04531349241733551, 0.025752250105142593, 0.06330932676792145, 0.009230841882526875, -0.051400747150182724, -0.03549372777342796, -0.03362084925174713, 0.003796157194301486, -0.0014040747191756964, -1.1840952042149642e-33, 0.003333807922899723, -0.011937751434743404, 0.06971421092748642, -0.04196413233876228, -0.0031223224941641092, 0.046370044350624084, -0.0374789759516716, 0.07590693980455399, -0.06402164697647095, -0.047551754862070084, -0.010488121770322323, 0.036272890865802765, -0.03968476131558418, 0.05807596445083618, 0.05923683941364288, 0.038754988461732864, -0.03489525616168976, 0.029754381626844406, 0.00001769119808159303, 0.04700401797890663, -0.0006270974990911782, -0.053460992872714996, 0.058657657355070114, 0.029555097222328186, -0.007654084358364344, -0.026172975078225136, -0.01823423244059086, -0.01848447322845459, 0.06577318161725998, 0.017300033941864967, -0.041462622582912445, 0.013533016666769981, -0.031637851148843765, -0.02257552556693554, 0.052546847611665726, 0.006433653179556131, -0.042733605951070786, -0.06189002841711044, 0.026689762249588966, -0.009891568683087826, -0.023515459150075912, 0.037039659917354584, -0.012899734079837799, -0.014127195812761784, -0.039178717881441116, 0.07713186740875244, 0.023126181215047836, -0.013904249295592308, -0.03072715923190117, 0.12378349900245667, 0.11135826259851456, 0.03300262615084648, -0.09829351305961609, -0.1038622185587883, -0.03948923945426941, 0.062365032732486725, 0.026183832436800003, -0.04983532428741455, -0.032918285578489304, -0.033244382590055466, 0.0335451140999794, 0.040276847779750824, -0.011055292561650276, 0.04331935942173004, -0.05193495750427246, -0.02262713946402073, 0.08594444394111633, -0.02575509622693062, -0.00919459667056799, 0.09603367745876312, 0.017143474891781807, 0.014465383253991604, -0.00930982269346714, 0.00634733634069562, 0.011635040864348412, -0.08665132522583008, -0.027753405272960663, 0.01510956697165966, -0.017959369346499443, 0.04828154295682907, -0.06844612956047058, -0.015867074951529503, 0.1314035803079605, -0.031081782653927803, -0.10156087577342987, -0.06544400006532669, 0.03618418797850609, -0.10691938549280167, -0.027694033458828926, -0.062265947461128235, 0.02338709682226181, 0.0588119812309742, -0.11716359853744507, 0.038840796798467636, 0.005471456795930862, -1.2277038405785632e-33, -0.02597484365105629, -0.046041928231716156, 0.012820437550544739, 0.05346374958753586, 0.06451118737459183, 0.030024316161870956, 0.04821697622537613, 0.003271287539973855, 0.04838535562157631, 0.02561422996222973, -0.00627507921308279, -0.05995090305805206, -0.05388088896870613, -0.05432581529021263, -0.06166764721274376, -0.04100920632481575, 0.00904100202023983, -0.10397002846002579, -0.06786676496267319, -0.01107174064964056, 0.10056590288877487, 0.006435520946979523, 0.031227370724081993, -0.07779373228549957, -0.06310434639453888, 0.006178271025419235, 0.05285971984267235, -0.04613717645406723, -0.01836557686328888, 0.012733819894492626, 0.03852193057537079, -0.083051398396492, -0.019986655563116074, -0.0021049892529845238, -0.01679570972919464, -0.012782366015017033, 0.04082489386200905, -0.024844937026500702, 0.08962934464216232, -0.025969240814447403, -0.04731779918074608, 0.016702337190508842, 0.07424944639205933, -0.07370314002037048, -0.06867252290248871, -0.06131313741207123, 0.03796089440584183, 0.018951768055558205, 0.030217669904232025, -0.014554137364029884, -0.002328809117898345, 0.08605141192674637, -0.0706024169921875, -0.052044905722141266, -0.04733305796980858, 0.009419543668627739, -0.10251212120056152, 0.005120810586959124, 0.053266339004039764, 0.03514716029167175, -0.017771262675523758, -0.02220814675092697, -0.020497774705290794, 0.061170317232608795, -0.005983433686196804, 0.024900447577238083, 0.004682288505136967, -0.011734342202544212, 0.009282170794904232, -0.0016107793198898435, 0.05009268969297409, -0.016891347244381905, 0.04134027659893036, 0.037787191569805145, -0.08187402784824371, -0.01369327399879694, 0.029030052945017815, 0.068946473300457, 0.11212973296642303, -0.0438525453209877, 0.04833048954606056, -0.05689740926027298, 0.044417042285203934, 0.13370023667812347, 0.04113529250025749, 0.047378186136484146, -0.004724619910120964, 0.05562331900000572, -0.020420899614691734, 0.04025116562843323, -0.0615476593375206, 0.0394153967499733, -0.006960166152566671, 0.047976523637771606, -0.04509599134325981, -3.144170079849573e-8, 0.036260005086660385, 0.035077054053545, -0.03667272627353668, 0.07102712988853455, -0.016802046447992325, 0.0066693127155303955, 0.00725898053497076, 0.07150567322969437, -0.017099736258387566, -0.018299181014299393, -0.0205336082726717, 0.004077157936990261, -0.037401460111141205, 0.09819142520427704, -0.025571182370185852, -0.01623222418129444, 0.02280597575008869, -0.05210011824965477, 0.021668648347258568, 0.12841446697711945, -0.016805533319711685, 0.025542616844177246, 0.018992573022842407, -0.014340761117637157, -0.062298208475112915, 0.03573742136359215, -0.008436322212219238, 0.04939445108175278, 0.056600503623485565, 0.000493918196298182, -0.026854032650589943, 0.08113882690668106, -0.025005599483847618, -0.04951395466923714, 0.08874238282442093, -0.09097550064325333, -0.05699395015835762, -0.02414938062429428, -0.040865376591682434, 0.01595822535455227, 0.039738066494464874, -0.051520224660634995, 0.1025758683681488, 0.05387122556567192, 0.10809510946273804, 0.11908361315727234, 0.11957384645938873, -0.11167727410793304, -0.023354222998023033, 0.06266490370035172, -0.02518298104405403, -0.024409128352999687, -0.044143859297037125, -0.0009353195200674236, 0.03366157039999962, -0.073489710688591, 0.08364836126565933, -0.07935509085655212, -0.004081172402948141, 0.01817421056330204, -0.011550270020961761, 0.025783555582165718, -0.006983225699514151, 0.036527737975120544 ]
p
So, matching objects in videos to sellable items for people who use Google lengths before, it’s quite similar, where in Google lens you can take a picture of something and then it will try to find similar objects to buy.
[ "tags", "tags/vector-image-search" ]
10,833
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ 0.044907040894031525, -0.06890302151441574, -0.10310787707567215, -0.07183712720870972, 0.07752224802970886, 0.037320494651794434, -0.0039217351004481316, -0.04565427079796791, 0.045680589973926544, -0.09874975681304932, -0.05083965137600899, -0.060688260942697525, 0.025049744173884392, 0.09431546926498413, -0.06867773085832596, -0.027083158493041992, 0.046423524618148804, 0.03551793098449707, -0.047678712755441666, -0.02960878051817417, 0.0038663875311613083, -0.14611580967903137, 0.023290349170565605, 0.011143027804791927, 0.005324891302734613, 0.10964559018611908, 0.07737244665622711, 0.04963277280330658, -0.00212290370836854, -0.07935633510351181, 0.01604003645479679, 0.030272027477622032, 0.023385094478726387, 0.07798346132040024, -0.10543534904718399, -0.001277060597203672, -0.05390113219618797, 0.022682255133986473, -0.06489335000514984, -0.07410264015197754, -0.035535406321287155, 0.07701536267995834, 0.020663533359766006, 0.032673511654138565, 0.029903696849942207, 0.07612035423517227, -0.08520519733428955, -0.041571080684661865, 0.05680488422513008, -0.024375779554247856, -0.13216450810432434, -0.0011781385401263833, -0.07318387180566788, -0.01058522891253233, -0.04477471485733986, 0.05098416283726692, 0.022325769066810608, -0.09874531626701355, 0.028424371033906937, -0.034497641026973724, 0.02606251649558544, -0.0338548943400383, 0.09933873265981674, 0.03830134868621826, 0.016792740672826767, 0.009287028573453426, 0.030957261100411415, -0.023321904242038727, 0.039225127547979355, -0.09149790555238724, -0.07081393897533417, 0.11387402564287186, 0.02429296262562275, 0.06630096584558487, -0.06007752940058708, 0.01839892938733101, -0.0014692897675558925, -0.04096768796443939, 0.023968910798430443, -0.07013342529535294, -0.001969406148418784, -0.025675607845187187, -0.008243481628596783, 0.03338164836168289, 0.11722408980131149, 0.05994560196995735, 0.03792206197977066, 0.01659981533885002, -0.05505330115556717, 0.012092125602066517, -0.08053768426179886, 0.04328257590532303, 0.06052614375948906, -0.03175169602036476, 0.024618620052933693, -0.029556753113865852, 0.07823290675878525, -0.03373653069138527, 0.10384280979633331, 0.014500739984214306, -0.003637970658019185, -0.057398904114961624, 0.042451161891222, 0.011796707287430763, 0.023602984845638275, -0.017573684453964233, 0.007902958430349827, -0.05163108557462692, 0.07898028194904327, -0.08206531405448914, 0.005858395714312792, 0.009889173321425915, -0.06723754853010178, -0.000004000270564574748, -0.00439008604735136, -0.00765943992882967, -0.05527135729789734, 0.007316782139241695, -0.09189044684171677, -0.012085651978850365, 0.044828273355960846, -0.04609624668955803, -0.04528457671403885, 0.01630047708749771, -0.0184309259057045, -0.03158259019255638, -0.00607199314981699, -4.552204729315005e-33, -0.050228673964738846, -0.07066293805837631, 0.052634745836257935, 0.03339102491736412, 0.028865573927760124, -0.02014726772904396, -0.02135082334280014, 0.07630690187215805, -0.005105436779558659, 0.031116854399442673, -0.05721525102853775, -0.024478517472743988, -0.00131001987028867, 0.10918401181697845, 0.00811074674129486, 0.0033173246774822474, -0.033743683248758316, -0.02074347622692585, -0.0857246145606041, -0.006627081893384457, 0.023035462945699692, -0.02290969155728817, 0.02750699408352375, 0.048866644501686096, -0.01709561049938202, 0.0017559716943651438, 0.01768260821700096, -0.0308772511780262, 0.05256226658821106, -0.03466597571969032, 0.008645480498671532, -0.03743444383144379, -0.04045633226633072, 0.02351444959640503, 0.09133373200893402, -0.03645119071006775, 0.045887239277362823, -0.010978267528116703, 0.05046316981315613, -0.07544384151697159, 0.046410731971263885, -0.001284447847865522, -0.03881338611245155, -0.09574571251869202, -0.01737508736550808, 0.07161063700914383, 0.052960436791181564, 0.036863554269075394, -0.05670595541596413, 0.028764205053448677, 0.06227140501141548, 0.045794691890478134, -0.056503426283597946, -0.03715805336833, -0.04247871786355972, 0.042836692184209824, 0.028373217210173607, 0.04254487529397011, 0.029725804924964905, -0.028373679146170616, 0.010248841717839241, 0.042699407786130905, 0.0028168887365609407, -0.013645023107528687, -0.02184717357158661, -0.051162656396627426, 0.025644222274422646, 0.007543940097093582, 0.06745912879705429, 0.09862574934959412, 0.019618190824985504, 0.04869278147816658, 0.022153036668896675, -0.0788450539112091, -0.04416941851377487, 0.009829448536038399, -0.029377860948443413, -0.020223844796419144, -0.09107396006584167, 0.05397696793079376, -0.07899264246225357, -0.04882067069411278, 0.061681173741817474, -0.053545787930488586, -0.03465278074145317, -0.027388783171772957, 0.013759326189756393, -0.11612032353878021, 0.01775810867547989, 0.04223144054412842, -0.0017975871451199055, 0.03828603774309158, -0.013921588659286499, -0.024319656193256378, 0.049190714955329895, 2.708716060841775e-33, -0.024725979194045067, 0.06760656833648682, 0.04381464049220085, -0.00810129102319479, 0.023626558482646942, -0.048177991062402725, -0.02330867201089859, 0.005398981273174286, -0.026927117258310318, -0.024401865899562836, -0.004525052849203348, -0.08701018989086151, -0.049223389476537704, -0.0461239367723465, -0.029810922220349312, 0.023371418938040733, -0.05040140077471733, -0.05388818308711052, -0.06327855587005615, 0.016004368662834167, -0.03577705845236778, 0.07214055955410004, 0.0037153703160583973, -0.07650131732225418, -0.052515774965286255, 0.05433462932705879, 0.06899797171354294, -0.03495260700583458, 0.05649258568882942, -0.037391453981399536, 0.05194946378469467, -0.03609452024102211, -0.007006041239947081, 0.003357787849381566, -0.034346841275691986, -0.04913940280675888, 0.09492605924606323, -0.07914463430643082, 0.0061792233027517796, 0.02947533130645752, -0.013674747198820114, 0.06079110503196716, -0.06163488328456879, -0.04766751080751419, -0.05283580347895622, -0.034467101097106934, -0.04383894428610802, 0.06801895797252655, 0.04860652610659599, 0.0028885609935969114, -0.003242954844608903, 0.045209430158138275, -0.03020785003900528, -0.011112804524600506, 0.07218870520591736, 0.017919126898050308, -0.0390782468020916, -0.01710972748696804, 0.08582688122987747, 0.04053393006324768, -0.024564171209931374, -0.0604129284620285, -0.0057616643607616425, 0.02394697070121765, 0.04114344343543053, -0.018851889297366142, -0.04691169783473015, -0.005564551334828138, -0.04510074108839035, 0.022269146516919136, 0.05693573132157326, 0.08649829030036926, -0.0024604094214737415, 0.038936492055654526, 0.04188361018896103, -0.050301443785429, -0.005293852183967829, -0.009623339399695396, 0.07448285818099976, -0.05039892718195915, 0.001528855529613793, -0.12367106229066849, 0.0866762325167656, 0.08247482031583786, -0.011205012910068035, 0.15309320390224457, 0.023010099306702614, -0.07191816717386246, -0.026813335716724396, 0.0922451838850975, -0.05694424733519554, 0.0914997085928917, 0.009642783552408218, 0.02807367406785488, 0.024040816351771355, -2.7966240878640747e-8, -0.06462132930755615, -0.09941434115171432, 0.006776993162930012, -0.03885204717516899, -0.017519384622573853, -0.006415009498596191, -0.026492496952414513, 0.043422698974609375, -0.023245131596922874, -0.06378865987062454, -0.006761904805898666, -0.03303012624382973, -0.026040056720376015, 0.050953689962625504, 0.059977974742650986, -0.04610351473093033, 0.0037799207493662834, -0.00646950351074338, 0.00216672639362514, 0.14171746373176575, 0.038701970130205154, 0.03768160194158554, -0.008001486770808697, 0.04601067304611206, 0.001063470495864749, 0.00977835338562727, -0.012542979791760445, 0.04181119054555893, 0.06336281448602676, -0.0071788812056183815, 0.0038507531862705946, 0.07878365367650986, 0.046294718980789185, -0.09904003888368607, 0.09050264209508896, 0.04380575194954872, -0.016450706869363785, 0.027134228497743607, -0.0698423832654953, 0.010454429313540459, 0.027439437806606293, -0.024163629859685898, -0.004071785602718592, 0.012585852295160294, 0.08436299115419388, 0.0621124729514122, 0.06278474628925323, -0.1545155644416809, 0.005226573906838894, 0.04347129911184311, -0.06036961451172829, 0.005828662309795618, -0.06770574301481247, 0.06985662132501602, -0.0388047993183136, -0.028197750449180603, 0.04209920018911362, -0.006105814594775438, 0.07037021219730377, 0.015552341938018799, 0.0025824259500950575, 0.02872110903263092, 0.018144698813557625, 0.009593560360372066 ]
p
So again, you have a video and then you detect one of the objects in the video, put it and compare it to a vector database which contains a lot of objects which are similar for the representation.
[ "tags", "tags/vector-image-search" ]
10,834
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
[ 0.051525503396987915, -0.0530475378036499, -0.060822419822216034, -0.048127394169569016, 0.02428407035768032, -0.1001194640994072, -0.0848330408334732, -0.07121379673480988, 0.0034114972222596407, -0.03418190777301788, 0.10959421098232269, 0.018685005605220795, 0.031529586762189865, 0.053155336529016495, -0.024009132757782936, 0.042040515691041946, -0.0050939046777784824, -0.06109939143061638, 0.03877910226583481, -0.06683821976184845, 0.16741278767585754, -0.046472109854221344, -0.024702802300453186, -0.027475586161017418, -0.024156389757990837, 0.025994373485445976, 0.017672697082161903, 0.1118633821606636, 0.03660709783434868, -0.06526428461074829, -0.019998570904135704, 0.04025775194168091, -0.05875527486205101, 0.036877598613500595, -0.0023841483052819967, -0.0012665437534451485, -0.08399881422519684, -0.07893793284893036, 0.023960746824741364, -0.02915329299867153, -0.0066648321226239204, -0.057304199784994125, 0.01028493419289589, -0.0036707748658955097, -0.06732771545648575, -0.0515606552362442, -0.05256473645567894, -0.026741117238998413, 0.010019045323133469, -0.029433192685246468, 0.024295881390571594, 0.018299302086234093, -0.027635231614112854, 0.027485918253660202, 0.034912943840026855, 0.08972588181495667, -0.08240460604429245, 0.048758365213871, -0.03299163281917572, -0.001827626139856875, -0.03388703614473343, 0.050569795072078705, 0.0012412195792421699, 0.03370821475982666, 0.06266376376152039, -0.024590222164988518, -0.016470210626721382, -0.05868004262447357, -0.03501986712217331, -0.057784803211688995, -0.07453296333551407, 0.010624637827277184, -0.023875361308455467, 0.05408473685383797, -0.005418041720986366, 0.002046234905719757, -0.023994624614715576, -0.022478347644209862, -0.10433293133974075, 0.04997191205620766, -0.030567022040486336, 0.009365132078528404, -0.055859729647636414, 0.03557352349162102, 0.06445375829935074, 0.036610133945941925, 0.09092875570058823, -0.032049790024757385, -0.0162114929407835, -0.03607144579291344, -0.11262813955545425, -0.01042105071246624, 0.0052122194319963455, 0.04479355737566948, -0.12277582287788391, -0.01384896133095026, 0.043478161096572876, -0.0053889332339167595, 0.0004890273557975888, 0.052875977009534836, 0.018605226650834084, 0.022738389670848846, -0.025680972263216972, -0.015560440719127655, 0.000404280872317031, -0.07231191545724869, 0.010562925599515438, 0.1493358165025711, -0.014974640682339668, -0.08848608285188675, 0.010422197170555592, 0.0182888712733984, -0.014609045349061489, 0.09248612821102142, 0.013870561495423317, -0.023980600759387016, 0.015217002481222153, 0.046364542096853256, -0.07274261862039566, 0.05798644199967384, 0.06566033512353897, -0.003973646555095911, -0.020339205861091614, 0.07387368381023407, 0.02713797055184841, -0.032513607293367386, -0.04775967821478844, -4.3315519500381845e-33, 0.005724472925066948, 0.00529490876942873, 0.011949898675084114, -0.10366956144571304, 0.0224496740847826, 0.048131927847862244, -0.050210267305374146, 0.11121056228876114, 0.025050124153494835, -0.07393448799848557, 0.0005687475786544383, 0.003556983545422554, 0.0683886930346489, 0.06260249018669128, -0.05971985310316086, -0.004408983513712883, 0.0716630071401596, 0.047129496932029724, -0.055010415613651276, 0.015151429921388626, -0.00017531946650706232, -0.07258147746324539, 0.013742884621024132, -0.08667941391468048, 0.016400711610913277, 0.029820527881383896, 0.04180866852402687, 0.003651495324447751, -0.04056524112820625, -0.01797962374985218, 0.08351028710603714, 0.0035047782585024834, -0.009701195172965527, -0.032217834144830704, 0.007823162712156773, 0.07598590105772018, 0.04936375096440315, -0.0424077995121479, 0.011597422882914543, 0.042779359966516495, -0.011831460520625114, 0.050144363194704056, -0.009462779387831688, 0.017495334148406982, 0.0619305856525898, 0.06987771391868591, -0.045051317662000656, -0.011889351531863213, 0.01266450434923172, -0.04829908534884453, -0.009354105219244957, -0.019030699506402016, 0.02575129084289074, 0.08909813314676285, 0.0792655497789383, 0.034617673605680466, -0.03434613347053528, -0.026870202273130417, 0.13890579342842102, 0.0033933166414499283, -0.028804000467061996, -0.0666152760386467, -0.07138928771018982, -0.01450023427605629, -0.0039040246047079563, 0.007351752836257219, 0.09516474604606628, 0.015585096552968025, -0.036065734922885895, 0.03513483703136444, -0.04260334372520447, 0.033705197274684906, -0.025935577228665352, 0.02514210343360901, -0.02452206052839756, 0.017054332420229912, -0.041362907737493515, -0.035439249128103256, 0.0440659299492836, -0.0006584179354831576, 0.0046674893237650394, 0.01568642072379589, -0.014414162375032902, -0.08623678982257843, 0.09698127210140228, 0.007221235893666744, 0.05661197751760483, -0.04728396236896515, -0.1151626706123352, -0.020390363410115242, 0.05580679327249527, 0.004330450668931007, 0.030635913833975792, -0.06612884253263474, 0.002485311822965741, 2.5480825537500018e-33, 0.01186569407582283, -0.04653384909033775, -0.061413347721099854, 0.028041742742061615, 0.025519246235489845, -0.023559648543596268, 0.05929671227931976, -0.05504770204424858, -0.11205616593360901, 0.07703601568937302, 0.09896987676620483, 0.01586676947772503, -0.06163330003619194, 0.0009246993577107787, 0.0639285147190094, 0.025959782302379608, 0.030605999752879143, 0.00688568502664566, -0.04839712381362915, 0.1222488284111023, -0.003449278650805354, 0.07683815062046051, -0.010126902721822262, 0.02375485561788082, -0.06008636951446533, 0.030300142243504524, 0.00040662247920408845, 0.047415632754564285, -0.07525946944952011, 0.02279895357787609, 0.02597636729478836, -0.06520549207925797, -0.08855944126844406, 0.004088734742254019, -0.014480057172477245, 0.03422218933701515, 0.024129202589392662, -0.07477053999900818, 0.023687435314059258, 0.12378878891468048, 0.03385395184159279, -0.006859903689473867, 0.005077552516013384, -0.04968852549791336, -0.10120446234941483, -0.04880247637629509, 0.02728654257953167, -0.0689699724316597, 0.0013450144324451685, 0.058538906276226044, 0.03146791830658913, -0.03838104382157326, -0.015151143074035645, -0.022687839344143867, -0.043742433190345764, -0.03060600347816944, 0.011618277989327908, 0.049127910286188126, -0.06626710295677185, 0.006493845023214817, 0.031345855444669724, -0.02819574438035488, 0.04656732827425003, 0.011541938409209251, 0.017911776900291443, -0.03810453414916992, 0.005626918748021126, 0.12689679861068726, 0.08812420815229416, 0.03372279927134514, 0.07146527618169785, 0.03454422205686569, -0.003431102493777871, -0.02940323017537594, 0.051766399294137955, -0.04317126050591469, 0.05203951522707939, 0.01567430980503559, 0.0212408434599638, 0.01223787385970354, 0.005352174863219261, 0.018357349559664726, -0.0013469256227836013, -0.0578095018863678, 0.056529320776462555, -0.07565475255250931, 0.004446504171937704, -0.06400470435619354, -0.008560466580092907, 0.0005403892137110233, -0.08837614953517914, 0.07913835346698761, -0.05748845264315605, -0.053929585963487625, 0.0003833910159301013, -1.7665145790601855e-8, -0.01658596470952034, -0.06702317297458649, -0.006281279027462006, 0.08868498355150223, 0.03743069991469383, -0.026875821873545647, 0.012196633033454418, -0.02030383050441742, -0.024132316932082176, -0.06370159238576889, 0.024308141320943832, -0.0666731745004654, 0.08702494204044342, 0.07349371165037155, 0.04875804856419563, -0.020601443946361542, 0.03243907913565636, -0.052069034427404404, -0.02315843105316162, 0.053607914596796036, -0.12020085006952286, 0.03663007542490959, -0.018586236983537674, 0.009612482972443104, 0.010930807329714298, -0.006852585822343826, -0.022997472435235977, 0.06677544862031937, -0.016473140567541122, -0.00014707623631693423, -0.017410563305020332, -0.03330634534358978, -0.018701273947954178, -0.0012691711308434606, 0.06471816450357437, 0.010564986616373062, -0.15445983409881592, 0.008981657214462757, -0.0004609129682648927, -0.040427543222904205, -0.047346483916044235, -0.0639486014842987, -0.037169069051742554, 0.06306463479995728, 0.08264415711164474, -0.08048170804977417, 0.09126570075750351, -0.06484171003103256, -0.03133324161171913, 0.0358712300658226, 0.05892985686659813, -0.021939080208539963, 0.05626121535897255, -0.06380859017372131, 0.06162978708744049, -0.0570044070482254, 0.041487760841846466, 0.008570301346480846, 0.0006038756691850722, 0.0551612488925457, 0.07634945958852768, 0.058129388839006424, 0.08666307479143143, -0.01812191680073738 ]
p
And then it will output the most similar lamp here.
[ "tags", "tags/vector-image-search" ]
10,835
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,836
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ -0.044832319021224976, 0.08102979511022568, 0.01827666163444519, 0.02363007888197899, 0.07721657305955887, 0.02204248309135437, -0.06343992799520493, -0.011672507971525192, 0.005792044568806887, -0.028112301602959633, 0.02588924765586853, 0.10394269973039627, -0.031463466584682465, 0.04160381481051445, -0.01921897567808628, -0.003638191381469369, 0.01644173637032509, -0.017931677401065826, -0.043301772326231, 0.058049269020557404, -0.02773839235305786, -0.005987969227135181, 0.02140384167432785, 0.0003272942849434912, -0.04498199000954628, 0.014558877795934677, 0.005206937901675701, 0.04048231989145279, -0.024020465090870857, -0.015311287716031075, -0.02679317630827427, 0.027282757684588432, 0.021642101928591728, 0.008721252903342247, -0.004502754658460617, 0.03557988628745079, 0.03319035470485687, 0.025928331539034843, -0.0487535335123539, -0.023139091208577156, -0.03573485091328621, -0.058943379670381546, 0.01654428243637085, -0.005345495417714119, -0.020879587158560753, -0.07599721848964691, -0.039739664644002914, -0.08286742866039276, -0.00901127140969038, -0.023135222494602203, -0.012463735416531563, -0.05530502647161484, 0.012807757593691349, -0.10849780589342117, 0.004158379044383764, 0.05825557932257652, 0.032871752977371216, 0.008418717421591282, -0.04306920990347862, -0.03604600578546524, 0.018954824656248093, -0.037753067910671234, -0.03582116216421127, 0.05350914224982262, 0.0711265429854393, 0.028353799134492874, -0.05636080354452133, 0.04920540377497673, -0.02071606181561947, -0.008812300860881805, -0.007695588283240795, -0.04047111049294472, 0.03454943373799324, -0.05792834982275963, 0.0027018769178539515, 0.03382781893014908, -0.001180380815640092, 0.04840943217277527, 0.11094724386930466, -0.06301639974117279, 0.09532930701971054, 0.000057085955631919205, -0.038302741944789886, 0.08187506347894669, 0.019667018204927444, -0.004082008730620146, 0.02286374941468239, -0.06204107031226158, 0.008572611957788467, 0.026490366086363792, -0.010787080973386765, -0.03436668589711189, 0.08070826530456543, 0.03408681973814964, -0.003210158785805106, 0.008190342225134373, -0.07106027752161026, -0.036327093839645386, 0.07158400863409042, 0.11355511099100113, -0.029599308967590332, 0.04209699481725693, 0.01849391497671604, -0.13712361454963684, -0.0404212512075901, -0.0525083988904953, 0.007818920537829399, 0.000762302428483963, 0.015524500980973244, 0.009502737782895565, -0.009387102909386158, -0.011738548055291176, 0.05514847859740257, 0.007039224728941917, 0.04028754308819771, -0.02322595939040184, -0.01608024723827839, 0.061537113040685654, -0.027426667511463165, -0.012852199375629425, 0.021205831319093704, -0.03468320146203041, -0.04351717233657837, 0.003964656498283148, -0.04682224988937378, 0.055542729794979095, -0.0523846335709095, -7.285949085266702e-33, 0.022779863327741623, -0.011566726490855217, 0.060537878423929214, 0.1282672882080078, 0.02074974589049816, -0.0198602844029665, -0.029718618839979172, 0.03457185998558998, -0.01706436276435852, -0.02783169597387314, 0.07575241476297379, 0.08533945679664612, 0.044818196445703506, 0.019044354557991028, -0.013397750444710255, -0.1253596842288971, -0.17654886841773987, 0.050339002162218094, -0.02979237027466297, 0.05201026052236557, -0.06571312993764877, -0.04648938030004501, 0.006523139774799347, 0.0018468969501554966, 0.09852854162454605, 0.05343005433678627, -0.007991703227162361, 0.002130494685843587, -0.034345176070928574, -0.008758045732975006, -0.040462084114551544, 0.0884295329451561, -0.048622362315654755, -0.031819868832826614, -0.011306914500892162, 0.07123998552560806, -0.020703233778476715, -0.041048645973205566, -0.03850717097520828, -0.01865249313414097, -0.03721189126372337, 0.01143107283860445, -0.0558672733604908, 0.014745296910405159, 0.05427935719490051, 0.07285813242197037, 0.04845042899250984, -0.049651823937892914, 0.016235483810305595, -0.00026679490110836923, 0.008407164365053177, 0.04501795396208763, -0.07006365805864334, 0.008047830313444138, -0.0068617588840425014, 0.024862857535481453, -0.012526699341833591, -0.0050658369436860085, -0.022578444331884384, -0.038171034306287766, 0.07442568987607956, 0.022089047357439995, -0.0493643619120121, -0.11468218266963959, -0.036890387535095215, 0.09731286764144897, 0.012395990081131458, -0.04978011175990105, 0.018570981919765472, 0.007515936158597469, -0.09511444717645645, 0.007202727720141411, 0.007596727926284075, 0.00855766236782074, -0.07155001163482666, 0.062083225697278976, -0.11012750118970871, 0.04494168236851692, 0.033342745155096054, -0.020288845524191856, 0.03941602632403374, -0.03305332735180855, 0.03228742256760597, -0.08289430290460587, 0.06881527602672577, 0.013340768404304981, 0.059424448758363724, -0.07355979084968567, -0.05511274188756943, 0.011578242294490337, 0.028937088325619698, 0.05889016389846802, 0.043809447437524796, 0.10669463872909546, 0.06986842304468155, 3.661312254506179e-33, -0.09558066725730896, 0.0046194470487535, -0.09347232431173325, 0.03180132433772087, 0.034439459443092346, -0.036535944789648056, -0.019943587481975555, -0.030602658167481422, 0.08946028351783752, 0.09381719678640366, 0.03739730641245842, -0.0018957084976136684, 0.0362589992582798, 0.046373363584280014, -0.07002881169319153, -0.02392745018005371, 0.01177182886749506, -0.08218517899513245, -0.0408550426363945, -0.03120470605790615, 0.018505791202187538, 0.17923133075237274, -0.06934042274951935, -0.008818157017230988, 0.0008362774970009923, 0.07885695993900299, 0.0780191570520401, -0.08439970761537552, 0.028912225738167763, -0.12031330168247223, -0.03375301882624626, -0.04059926047921181, -0.10777294635772705, 0.06489317864179611, 0.0004756044363602996, 0.02592911757528782, 0.06213696673512459, -0.10213486850261688, -0.00039748792187310755, -0.09964904189109802, 0.07373812794685364, -0.02664688043296337, -0.007256369572132826, -0.002835276536643505, -0.03394651040434837, 0.03633132949471474, 0.025564037263393402, 0.0382835753262043, -0.008249945938587189, -0.013960657641291618, 0.02591213397681713, -0.008802960626780987, -0.030345862731337547, -0.03673235699534416, -0.020192883908748627, -0.01287882961332798, 0.07717547565698624, -0.16821806132793427, 0.002337794750928879, 0.08531535416841507, -0.14450830221176147, -0.004835933912545443, -0.03450760617852211, 0.04806077107787132, -0.035617321729660034, 0.009344609454274178, 0.004658060614019632, -0.02597804367542267, -0.02295851893723011, 0.012477860786020756, 0.007200544234365225, -0.013658922165632248, -0.056608647108078, -0.0065605780109763145, -0.01693188026547432, -0.03044889122247696, -0.022652579471468925, 0.004177100956439972, -0.05957459285855293, 0.01780070923268795, -0.016920456662774086, -0.05142204463481903, 0.03473666310310364, -0.039597947150468826, 0.018474295735359192, 0.09105868637561798, -0.030630216002464294, -0.00839124247431755, 0.05761977657675743, 0.04857698827981949, -0.16757720708847046, -0.04638213664293289, 0.0029927780851721764, -0.0501696802675724, 0.03383740410208702, -2.751419714286385e-8, 0.04502563178539276, -0.010231141932308674, 0.03724578768014908, 0.03444628044962883, -0.01195884495973587, 0.008656610734760761, -0.031202834099531174, 0.052078232169151306, -0.05387772247195244, 0.06929600238800049, -0.04320710897445679, 0.09917785972356796, -0.024296743795275688, 0.07831588387489319, 0.033347394317388535, -0.006345282308757305, 0.05941937118768692, 0.03587385267019272, -0.012779386714100838, -0.04061230272054672, 0.019668562337756157, 0.0726809874176979, -0.010573322884738445, 0.026961764320731163, -0.010768351145088673, 0.014765101484954357, -0.025798607617616653, 0.05296409875154495, -0.08609297126531601, -0.046373967081308365, -0.024966372177004814, 0.07680071890354156, -0.06328419595956802, 0.0053000482730567455, -0.015188065357506275, 0.02419346198439598, -0.04356474429368973, -0.040380336344242096, 0.10752954334020615, 0.007674755994230509, -0.05156963691115379, 0.08636952191591263, -0.004296701867133379, 0.09217238426208496, -0.07535433024168015, -0.0004983437829650939, -0.05015328899025917, 0.04268033057451248, -0.055148571729660034, -0.024547044187784195, 0.003803971689194441, 0.018858617171645164, -0.014413666911423206, 0.05640494450926781, 0.10112389177083969, 0.008832432329654694, 0.0006373074720613658, -0.015333576127886772, -0.04895871505141258, 0.050602346658706665, 0.07611620426177979, -0.014259098097682, 0.017623409628868103, 0.018944930285215378 ]
p
Now we’re going to try to analyze how this project went regarding the positive outcomes and the changes we faced.
[ "tags", "tags/vector-image-search" ]
10,837
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ -0.01565847545862198, 0.038109906017780304, 0.008023373782634735, -0.054759420454502106, 0.010841167531907558, -0.08402539789676666, -0.01922333613038063, -0.0027175534050911665, -0.09808089584112167, 0.031887173652648926, -0.06790094077587128, 0.017691871151328087, -0.07991582900285721, 0.02701735682785511, -0.03514242544770241, 0.012588601559400558, 0.0056700436398386955, 0.0659266859292984, -0.03524776175618172, -0.026512542739510536, 0.02518010511994362, 0.06486804783344269, 0.06572018563747406, -0.00008213832188630477, -0.041932422667741776, 0.06064128503203392, -0.05291933938860893, -0.03910820931196213, 0.08855412900447845, -0.05503655970096588, -0.02138381451368332, 0.08520568907260895, 0.0760929062962532, -0.02759653702378273, -0.04087391123175621, 0.046734150499105453, 0.01912880875170231, -0.008534912019968033, -0.053306180983781815, -0.0282044168561697, -0.04110203683376312, 0.08092507719993591, 0.01613447815179825, 0.0371478870511055, -0.03154734522104263, 0.008853673934936523, -0.0028245565481483936, -0.08206887543201447, -0.005037718918174505, -0.07722234725952148, -0.0987202376127243, -0.10132826864719391, -0.04561368748545647, -0.06405692547559738, 0.032605964690446854, 0.099036306142807, 0.020189318805933, -0.03260244429111481, -0.001613271189853549, -0.11755876243114471, 0.024960467591881752, -0.041529085487127304, 0.01646619848906994, 0.016406474635004997, 0.06886747479438782, -0.00432295398786664, 0.012294897809624672, -0.04397864639759064, 0.048108141869306564, -0.023169824853539467, -0.02250625565648079, 0.03898443654179573, 0.09698186814785004, 0.012456819415092468, 0.01269203145056963, 0.03073187731206417, 0.000055465752666350454, -0.0755297839641571, -0.039006851613521576, -0.0002936603268608451, 0.017628449946641922, -0.002638826845213771, -0.0384676419198513, -0.05139565095305443, 0.11656603962182999, 0.03214356675744057, 0.024308212101459503, -0.03695058450102806, -0.06266574561595917, 0.07108086347579956, 0.06634025275707245, -0.03185926377773285, 0.023572314530611038, -0.06522101163864136, -0.05773415043950081, -0.004103534854948521, 0.08077272772789001, -0.030150344595313072, 0.042605288326740265, 0.03546861931681633, 0.025522643700242043, -0.01937110908329487, 0.03826436027884483, -0.022074660286307335, 0.024022666737437248, -0.017170069739222527, 0.043145801872015, -0.02555573359131813, 0.010276478715240955, 0.03202556073665619, -0.07660625129938126, 0.05779062584042549, -0.014749661087989807, 0.057485900819301605, -0.051947880536317825, -0.008274656720459461, -0.06630658358335495, 0.050304774194955826, 0.03604331985116005, 0.12061240524053574, 0.04204447939991951, -0.040866803377866745, -0.05619523301720619, 0.061774179339408875, 0.09223970025777817, 0.05445679649710655, -0.04233101010322571, -9.070919119479855e-35, -0.002764160046353936, -0.01872270554304123, -0.0005617697606794536, -0.031166736036539078, 0.051471810787916183, 0.034221284091472626, -0.04053762927651405, 0.0033278698101639748, 0.011363272555172443, 0.10985160619020462, -0.09434667974710464, 0.03463434427976608, -0.004277264233678579, 0.017137132585048676, 0.024011686444282532, -0.021474691107869148, -0.09256181120872498, 0.08429697155952454, -0.06851493567228317, 0.096279576420784, 0.0023246004711836576, 0.014988493174314499, -0.032211169600486755, -0.08146180212497711, 0.004750245716422796, 0.08062495291233063, -0.008973963558673859, -0.029299858957529068, 0.06737887114286423, 0.024523133412003517, -0.027476197108626366, -0.02749147079885006, -0.09771203994750977, 0.0921395868062973, 0.057364244014024734, -0.025210294872522354, -0.0029324975330382586, -0.12602350115776062, -0.008243022486567497, -0.0030064925085753202, 0.006492039654403925, 0.029620764777064323, -0.04005725309252739, 0.01989113911986351, -0.00569860590621829, -0.026577845215797424, 0.08919059485197067, 0.034497376531362534, -0.04798892140388489, 0.03250352293252945, -0.04686655104160309, -0.013428098522126675, -0.007525573950260878, -0.0729731097817421, 0.05081506073474884, 0.016887858510017395, 0.04253200441598892, -0.02069763094186783, -0.023640399798750877, 0.042061153799295425, 0.011466970667243004, 0.01787649840116501, 0.043958794325590134, -0.0389418751001358, 0.08371584117412567, 0.007815870456397533, -0.04416941478848457, 0.0144942756742239, 0.017203884199261665, 0.004689361434429884, -0.01578451320528984, -0.08624430745840073, -0.05431637540459633, -0.06518334150314331, -0.01195785403251648, -0.022965634241700172, 0.021343547850847244, -0.031094348058104515, -0.030863195657730103, -0.01371784321963787, 0.05352400615811348, 0.005244129337370396, 0.0002589236537460238, -0.06717144697904587, -0.04000144824385643, 0.0557900071144104, 0.08640153706073761, -0.05131949856877327, -0.0026527612935751677, 0.019996989518404007, 0.020947236567735672, -0.09877756983041763, -0.015426198951900005, -0.08511365205049515, -0.03399493172764778, -8.628165269234054e-34, -0.044697485864162445, -0.01580590009689331, -0.004182769451290369, 0.06988584995269775, -0.05577447637915611, -0.02599503844976425, -0.10375083982944489, 0.00816750805824995, -0.010280865244567394, -0.013713354244828224, 0.07094406336545944, -0.002289183670654893, -0.014339451678097248, -0.04957382380962372, -0.04366885498166084, 0.00790766067802906, 0.01308983564376831, -0.04313500598073006, 0.0798700749874115, -0.004379023797810078, 0.02367144450545311, 0.008629640564322472, -0.07783094048500061, 0.0019441647455096245, -0.08965836465358734, 0.038889966905117035, -0.09656223654747009, -0.06434367597103119, -0.02727619931101799, 0.02171134389936924, -0.04491034150123596, -0.01899581588804722, -0.004983444232493639, 0.018797216936945915, 0.05942154675722122, -0.014627001248300076, -0.005449462682008743, -0.002355191158130765, -0.04252077639102936, -0.024966450408101082, 0.030757170170545578, 0.06512930989265442, -0.058115847408771515, 0.05252060294151306, -0.025677382946014404, -0.007181927561759949, -0.03736064210534096, 0.09342808276414871, 0.0018099164590239525, 0.019249312579631805, -0.02270926907658577, 0.0008925718138925731, -0.0003594922600314021, -0.1813231110572815, -0.033060472458601, 0.04048885032534599, 0.03545756638050079, -0.04378840699791908, 0.044471051543951035, 0.07224494963884354, 0.036071013659238815, -0.06742382049560547, -0.06963862478733063, -0.010811757296323776, 0.01085855532437563, 0.13628096878528595, -0.034502699971199036, 0.026347948238253593, 0.007886676117777824, 0.018032632768154144, -0.006455687806010246, -0.014072892256081104, -0.01227428950369358, -0.018918409943580627, -0.037915512919425964, 0.05607212334871292, -0.03278471529483795, -0.1074429377913475, -0.0022817966528236866, 0.02050735056400299, 0.017427384853363037, -0.05851875618100166, 0.00010587510041659698, 0.07191930711269379, 0.008196678943932056, 0.06723941117525101, -0.06660964339971542, -0.008742302656173706, -0.016118919476866722, 0.056778762489557266, 0.019997864961624146, 0.051043834537267685, 0.0263818372040987, 0.025754490867257118, -0.03371841087937355, -2.2618808159791115e-8, -0.007182602304965258, 0.002815693849697709, 0.09253091365098953, -0.03500597923994064, 0.08316517621278763, 0.0342540368437767, -0.015230115503072739, 0.07561524957418442, -0.07789522409439087, 0.07019452005624771, 0.004649825859814882, 0.036067262291908264, -0.03558063879609108, 0.10370363295078278, 0.20633813738822937, 0.10262525826692581, 0.027892084792256355, 0.011251457035541534, -0.0755041167140007, 0.08641382306814194, 0.046548858284950256, 0.014543512836098671, -0.016841335222125053, -0.04825375974178314, -0.07596585154533386, 0.08157461136579514, 0.01176562998443842, 0.054849401116371155, 0.05788637325167656, -0.02316460944712162, 0.02724199742078781, -0.011632840149104595, -0.03274129703640938, 0.012782920151948929, 0.012147841975092888, 0.07711970806121826, -0.08156323432922363, -0.0060844141989946365, -0.007240746635943651, -0.04013200104236603, 0.0019423591438680887, 0.019913818687200546, 0.006590713746845722, 0.11092642694711685, -0.018052522093057632, 0.02921692468225956, 0.03207116574048996, -0.06029001250863075, -0.08503524214029312, -0.011209908872842789, 0.0686502531170845, 0.0396379716694355, -0.06457825750112534, -0.020899953320622444, 0.033573370426893234, -0.03053249418735504, 0.04953517019748688, -0.06700250506401062, -0.12353803962469101, 0.04037723317742348, -0.038963984698057175, 0.0435686931014061, 0.0030667386017739773, 0.001969413598999381 ]
p
So basically what was great is that Dino manages to understand all objects and close patterns without fine tuning.
[ "tags", "tags/vector-image-search" ]
10,838
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ -0.08286256343126297, -0.009737465530633926, -0.006028288509696722, -0.008273625746369362, 0.047446999698877335, -0.02368933893740177, -0.07080960273742676, 0.022561755031347275, 0.06786635518074036, -0.01722864620387554, 0.029267672449350357, 0.07788949459791183, -0.025252940133213997, -0.053670790046453476, -0.004997549578547478, -0.029134372249245644, 0.021247321739792824, -0.07115945219993591, -0.034712985157966614, -0.08734920620918274, -0.00954932440072298, -0.029396966099739075, -0.03169096261262894, -0.021643854677677155, -0.04264171048998833, 0.04104787856340408, -0.09076123684644699, 0.0720461905002594, 0.06839507073163986, -0.048616956919431686, -0.01083417795598507, 0.09272107481956482, 0.09809226542711258, -0.011012624949216843, -0.08323290944099426, -0.029299944639205933, 0.005672115832567215, 0.012698083184659481, -0.04526377469301224, -0.0251548383384943, -0.009917586110532284, -0.029254848137497902, 0.02776244655251503, 0.052179157733917236, 0.004492226056754589, -0.054398681968450546, 0.005136589985340834, -0.0698450580239296, 0.06197822093963623, -0.06340477615594864, -0.07244116812944412, -0.011485270224511623, -0.02414674498140812, -0.07907652854919434, 0.022110797464847565, 0.06774214655160904, -0.019040681421756744, 0.04253070056438446, -0.02926507033407688, -0.016818629577755928, -0.001956618158146739, -0.06499051302671432, -0.061613909900188446, -0.007790007628500462, 0.09185329079627991, -0.094329334795475, 0.0418449342250824, -0.005717327818274498, 0.03681967034935951, -0.03825702890753746, -0.027089057490229607, -0.014690284617245197, 0.032345645129680634, 0.05935562029480934, 0.022381531074643135, -0.009787462651729584, 0.05921109393239021, -0.025937940925359726, 0.10381928086280823, 0.0356157161295414, -0.05062703415751457, -0.05067530646920204, 0.0026004391256719828, -0.011375753208994865, 0.037772130221128464, 0.030030865222215652, 0.0766807422041893, -0.10065986961126328, 0.03503919765353203, -0.04004594683647156, 0.07621736079454422, 0.049421198666095734, -0.05257819965481758, -0.010709363967180252, -0.06382264196872711, 0.044389259070158005, 0.027567898854613304, 0.007509957067668438, 0.007964991964399815, 0.02749432437121868, 0.058446772396564484, -0.022071463987231255, 0.11658976227045059, 0.03977735713124275, -0.10276883840560913, -0.13604071736335754, 0.027277128770947456, 0.11589992046356201, -0.03073226287961006, -0.024791721254587173, -0.043376125395298004, 0.06124807521700859, 0.030426040291786194, -0.02253294363617897, 0.02417158894240856, -0.004096274729818106, -0.10836931318044662, -0.06651412695646286, 0.05300136283040047, -0.0034294372890144587, -0.05835457891225815, -0.03138233721256256, -0.05648322403430939, 0.014327236451208591, -0.025614658370614052, 0.03651324659585953, -0.0436088852584362, -6.056822804688148e-34, -0.01938345655798912, 0.09611640125513077, -0.022136369720101357, -0.037112463265657425, -0.05215645581483841, -0.004439258016645908, -0.05306330695748329, 0.041026849299669266, 0.02588813565671444, 0.03887200355529785, 0.02388445846736431, 0.0366109274327755, -0.03811544552445412, 0.05714147165417671, 0.06358953565359116, -0.008753105998039246, -0.02616504579782486, 0.024932261556386948, 0.030621249228715897, -0.0705559179186821, 0.08325378596782684, -0.14342524111270905, 0.07795746624469757, -0.04230048879981041, 0.023134760558605194, 0.1092313826084137, 0.08499298989772797, 0.03684956952929497, 0.025916358456015587, 0.01989090070128441, 0.054375454783439636, -0.0034251471515744925, -0.06217546761035919, -0.042374417185783386, 0.06441216915845871, 0.03216351568698883, -0.04872874915599823, -0.09165019541978836, 0.07187008857727051, -0.044616080820560455, 0.004727264866232872, 0.047599151730537415, -0.034398749470710754, -0.011989021673798561, -0.0038910736329853535, -0.007854321971535683, -0.00043347442988306284, 0.01883704401552677, -0.02768244594335556, 0.07823817431926727, -0.01626758649945259, 0.04745207726955414, -0.014501871541142464, 0.07075925171375275, 0.040525902062654495, 0.04544314369559288, 0.07711640000343323, -0.07926344126462936, -0.0074556865729391575, 0.05804511159658432, -0.09354835748672485, 0.043118953704833984, -0.014385880902409554, 0.06403476744890213, -0.007876956835389137, 0.12784971296787262, 0.07179763168096542, 0.03203336149454117, -0.009992999956011772, 0.01006984245032072, -0.007140636444091797, -0.02566295489668846, -0.01654002256691456, -0.07397113740444183, 0.04115050286054611, 0.0006207650876604021, -0.0541679747402668, -0.03637995943427086, 0.0586654469370842, -0.0473523810505867, 0.008985046297311783, 0.05232807248830795, -0.08153532445430756, 0.04597952216863632, 0.033597394824028015, -0.05189346894621849, -0.008366519585251808, -0.011393246240913868, -0.007728029508143663, 0.0028062681667506695, 0.05598606541752815, 0.02918078564107418, -0.024374518543481827, 0.011164882220327854, 0.042833052575588226, -7.304365775666226e-34, 0.012105381116271019, -0.0787174329161644, -0.0052023883908987045, 0.04052363336086273, 0.029294675216078758, 0.006797008216381073, -0.019720135256648064, -0.11987777799367905, 0.034368135035037994, 0.05097782239317894, 0.01585761271417141, -0.04191841557621956, -0.04068712145090103, -0.0033674999140203, 0.03480478748679161, 0.033276963979005814, -0.05777207389473915, -0.09525264799594879, 0.062142763286828995, -0.05929297208786011, 0.022149907425045967, 0.07648173719644547, -0.11596651375293732, 0.030456697568297386, -0.11611653119325638, -0.03334692120552063, -0.10120327770709991, 0.009330290369689465, -0.004462084732949734, 0.044018831104040146, -0.018511131405830383, -0.033588871359825134, 0.019234424456954002, 0.019828174263238907, -0.0555104985833168, 0.016478165984153748, 0.04339504987001419, -0.007100656628608704, 0.01417521946132183, 0.02096523903310299, -0.0012541029136627913, 0.05090326443314552, -0.03316172957420349, -0.08481939882040024, -0.07269476354122162, 0.015615477226674557, 0.09922250360250473, -0.02011326514184475, 0.06235939636826515, 0.0019880044274032116, 0.07520000636577606, -0.013504900969564915, 0.09694730490446091, -0.10630165040493011, -0.07281994819641113, -0.0025188203435391188, 0.006435636896640062, 0.05000662803649902, 0.02169441431760788, 0.019911635667085648, 0.06235809251666069, 0.00945015624165535, -0.019491776823997498, -0.037734005600214005, -0.004141541663557291, -0.032948706299066544, 0.06828004866838455, 0.011641163378953934, 0.02750268392264843, -0.07148290425539017, -0.008125335909426212, -0.041381753981113434, 0.07492563873529434, -0.00024880742421373725, -0.10671179741621017, -0.03539089113473892, -0.03813374042510986, -0.06231981888413429, -0.03800125792622566, -0.05216320976614952, -0.06289318948984146, -0.014973430894315243, 0.04513130709528923, -0.0030511990189552307, 0.01602666638791561, -0.053007740527391434, -0.013050183653831482, -0.03568931668996811, -0.007019118405878544, -0.04626001417636871, 0.04151046648621559, 0.03776618093252182, 0.004245657008141279, 0.12469809502363205, -0.08794741332530975, -2.882960536965129e-8, -0.021374650299549103, -0.04061427712440491, 0.032141175121068954, 0.03196097910404205, 0.030329765751957893, -0.005491884890943766, 0.047181256115436554, 0.09005888551473618, 0.07262326031923294, 0.005587965250015259, 0.0355774350464344, -0.07796627283096313, -0.11089016497135162, 0.07764721661806107, 0.09760239720344543, 0.03774389252066612, -0.0419873408973217, 0.025343134999275208, -0.037080906331539154, 0.02389139123260975, -0.03324897214770317, 0.013113096356391907, -0.020421426743268967, -0.0037647602148354053, 0.08690886199474335, -0.016267312690615654, 0.016720062121748924, 0.06556986272335052, 0.046309441328048706, 0.017964068800210953, 0.007260868791490793, 0.06347788870334625, 0.08780325949192047, 0.05704875662922859, 0.05754696577787399, 0.06626733392477036, -0.04508483037352562, 0.023243550211191177, 0.016488635912537575, -0.08524148911237717, -0.024870222434401512, 0.04787753149867058, -0.09185201674699783, 0.053577128797769547, -0.010274690575897694, -0.02214481309056282, -0.0756029263138771, -0.008411836810410023, -0.0237970519810915, 0.062327105551958084, 0.03638267517089844, -0.02161066047847271, 0.029699314385652542, -0.05437614023685455, -0.02106630988419056, 0.024336498230695724, 0.017474709078669548, -0.040869440883398056, 0.0022745367605239153, 0.04264065623283386, -0.03264397382736206, -0.05225326865911484, 0.0210166834294796, -0.03953881189227104 ]
p
So you can get an off the shelf model and get started very quickly and start bringing value very quickly without having to go through all the fine tuning processes.
[ "tags", "tags/vector-image-search" ]
10,839
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ 0.06792893260717392, -0.033261626958847046, -0.042273882776498795, -0.005908443126827478, 0.06421828269958496, -0.0909884124994278, 0.036235492676496506, -0.013952775858342648, 0.06354092806577682, -0.021032940596342087, 0.03541632741689682, 0.07294871658086777, -0.04643453285098076, 0.0026702380273491144, -0.01460361573845148, -0.04005596786737442, 0.04031829535961151, 0.010904439724981785, -0.024786092340946198, -0.02291293628513813, 0.07634344696998596, -0.016907155513763428, 0.028753256425261497, -0.02265753224492073, -0.021575959399342537, 0.028579581528902054, -0.06445292383432388, -0.053671739995479584, 0.07080620527267456, -0.05049801617860794, -0.008499283343553543, 0.04658567160367966, 0.05830886587500572, 0.02951342612504959, -0.11557064205408096, -0.018314380198717117, 0.003529912093654275, 0.03752593696117401, -0.0069070840254426, -0.024860123172402382, -0.09458160400390625, 0.07503785938024521, -0.029338952153921127, -0.008257386274635792, 0.04912891238927841, 0.008610783144831657, 0.030935361981391907, -0.018962329253554344, 0.05813616141676903, -0.034212395548820496, -0.13330459594726562, -0.08554132282733917, -0.03932790458202362, 0.008208726532757282, 0.012165417894721031, 0.12659285962581635, 0.018936773762106895, 0.02573850378394127, 0.028172554448246956, -0.005958180874586105, -0.017681295052170753, 0.0036227721720933914, 0.012594960629940033, 0.06417340785264969, 0.062121760100126266, -0.0068929605185985565, 0.04813478887081146, -0.07820655405521393, -0.018513718619942665, -0.03252801671624184, 0.03876647725701332, 0.056759536266326904, 0.024322517216205597, 0.023812659084796906, 0.03402912989258766, -0.019182825461030006, 0.0017017563804984093, -0.049011990427970886, 0.08631646633148193, 0.03275441750884056, -0.014371022582054138, -0.012257913127541542, 0.0009590411791577935, 0.0015416326932609081, 0.07162413746118546, 0.047931160777807236, -0.004251657985150814, -0.07290495932102203, -0.1161937341094017, 0.008403417654335499, -0.03327978029847145, -0.07754678279161453, -0.049560509622097015, -0.040570296347141266, -0.032308612018823624, -0.14869411289691925, 0.03136410191655159, -0.00650009885430336, -0.06582675129175186, -0.022445807233452797, 0.026959750801324844, -0.019128084182739258, 0.02358635701239109, 0.02634073980152607, -0.02532609924674034, -0.04063364863395691, 0.08402219414710999, -0.03627192601561546, -0.01312000211328268, 0.006916003301739693, 0.000088662447524257, 0.006642324849963188, -0.03859923034906387, 0.03991825878620148, -0.06342842429876328, -0.009169879369437695, -0.03642166405916214, 0.002929594134911895, 0.04981091246008873, 0.02598419226706028, 0.01137700304389, -0.03995002061128616, -0.028359508141875267, 0.04582564905285835, 0.008115926757454872, -0.08907942473888397, -0.024553842842578888, -2.134627946116194e-33, -0.08386897295713425, -0.07561998814344406, -0.006929341703653336, -0.08258191496133804, -0.007771292235702276, 0.008097372017800808, 0.012104704044759274, 0.004934888333082199, 0.028233667835593224, -0.02555779553949833, -0.032356150448322296, -0.01984446495771408, 0.006663976237177849, 0.11700176447629929, 0.148490309715271, -0.09067584574222565, -0.022699618712067604, 0.1498890519142151, -0.12155553698539734, -0.022678960114717484, -0.0299795251339674, 0.012114368379116058, -0.03633824363350868, -0.04405855014920235, 0.0607127882540226, 0.04493528977036476, 0.01252533495426178, -0.0254487507045269, -0.038629189133644104, 0.03670642152428627, -0.05359640344977379, 0.06292437016963959, -0.06198667362332344, 0.02112177573144436, -0.01072904746979475, 0.06743678450584412, -0.08109596371650696, -0.022300664335489273, 0.0026503398548811674, -0.003279254771769047, -0.036472201347351074, 0.0190677922219038, -0.02313166670501232, -0.03352882340550423, -0.02678186073899269, -0.05123401805758476, -0.03073773719370365, 0.04424126446247101, -0.10998409986495972, 0.056743063032627106, 0.09905826300382614, -0.021602096036076546, 0.00828191265463829, -0.08606789261102676, 0.01636528968811035, 0.05815528705716133, 0.03766193985939026, -0.00008812592568574473, -0.03526707738637924, 0.002221527975052595, -0.04699422046542168, -0.04048678278923035, -0.045738738030195236, 0.06340210139751434, 0.06399201601743698, 0.09315113723278046, -0.049629513174295425, -0.006045705173164606, -0.0274818018078804, 0.07373363524675369, -0.06490772217512131, 0.038774579763412476, 0.027149435132741928, 0.04095975682139397, -0.05494058132171631, 0.006181154865771532, -0.024868136271834373, -0.03016946092247963, -0.018451787531375885, 0.030641287565231323, -0.04663434997200966, -0.04068702459335327, 0.037628576159477234, -0.04926298186182976, -0.06496714055538177, 0.025390898808836937, 0.08502446860074997, -0.06673461198806763, -0.05298738181591034, -0.023875923827290535, 0.01547948643565178, -0.04077304154634476, -0.12731316685676575, 0.0324615053832531, 0.0043426863849163055, 9.1777823466404e-34, -0.025072671473026276, -0.03155161440372467, -0.004339877516031265, 0.05324224755167961, -0.0773865357041359, 0.043424662202596664, 0.011105726473033428, -0.01970205083489418, -0.07766349613666534, -0.021599147468805313, 0.006667009089142084, 0.008015451952815056, -0.08464456349611282, 0.04866684600710869, 0.020970674231648445, 0.037801794707775116, -0.02177393063902855, -0.03258116915822029, -0.07292462885379791, 0.01926366053521633, 0.061666253954172134, 0.0009365627774968743, 0.022255584597587585, 0.0054410891607403755, -0.05447499454021454, 0.0471857525408268, -0.12760582566261292, 0.001029160455800593, 0.014159553684294224, -0.06593646854162216, -0.022755509242415428, -0.03109671361744404, -0.06706462055444717, -0.08282112330198288, -0.031240137293934822, 0.014516965486109257, 0.014826750382781029, -0.0624755322933197, -0.023734668269753456, -0.007930665276944637, 0.041279759258031845, 0.062101833522319794, 0.08005566149950027, 0.07427823543548584, 0.017290232703089714, 0.003742815926671028, 0.059850625693798065, 0.0653490498661995, -0.10858947783708572, 0.05414069443941116, -0.0698920339345932, -0.0034110352862626314, 0.01616210676729679, -0.07612738758325577, -0.027562720701098442, 0.10123830288648605, -0.03449087589979172, -0.03121894784271717, 0.005100416950881481, -0.02800135314464569, 0.05243707820773125, -0.04867557808756828, -0.06285616755485535, 0.03848519176244736, 0.05539900064468384, 0.03252711892127991, 0.029029887169599533, 0.045381899923086166, 0.08834005147218704, 0.00702664302662015, 0.18985281884670258, 0.06001736968755722, 0.0644734650850296, -0.012889690697193146, -0.06830516457557678, 0.04516597464680672, 0.014871827326714993, -0.03932487219572067, 0.01238158904016018, -0.01633242331445217, 0.0001701286091702059, -0.03216897323727608, 0.009781258180737495, 0.04024451971054077, 0.019834421575069427, 0.048280373215675354, -0.06487184017896652, -0.0839761421084404, -0.03273480013012886, 0.0318794809281826, -0.026443731039762497, 0.02213907800614834, 0.04019596800208092, 0.014208374544978142, -0.04778997227549553, -1.863059573281589e-8, -0.03357948735356331, 0.010868212208151817, 0.06875398010015488, -0.05459081009030342, 0.023296533152461052, -0.027593454346060753, 0.09825090318918228, 0.07437800616025925, -0.0308211836963892, -0.03164185211062431, -0.013860291801393032, -0.05864328518509865, -0.08563034236431122, 0.08864165097475052, 0.11597776412963867, 0.04904148727655411, 0.040539953857660294, 0.038425594568252563, -0.038962263613939285, 0.049025680869817734, -0.0005888438900001347, -0.05622508376836777, -0.02242973819375038, 0.06568092852830887, 0.012148142792284489, -0.025122039020061493, -0.04632312431931496, 0.12471970170736313, 0.0800999104976654, -0.03383254632353783, 0.029270833358168602, 0.0452461913228035, 0.01841849274933338, 0.06544295698404312, -0.014183607883751392, 0.08004464209079742, 0.016102731227874756, 0.015122120268642902, -0.017569253221154213, -0.010480359196662903, 0.04539720341563225, 0.0016087210969999433, 0.024833081290125847, 0.056754760444164276, 0.01787961833178997, 0.06609588116407394, 0.06255663186311722, -0.06420276314020157, -0.015956278890371323, -0.0007272397051565349, 0.039407625794410706, 0.04654610529541969, 0.02438993752002716, 0.012261508032679558, -0.018903696909546852, 0.03182918578386307, 0.10442884266376495, -0.06531114876270294, 0.03395034372806549, 0.06882698833942413, -0.0008055893704295158, 0.028313836082816124, 0.012857886031270027, 0.04404320940375328 ]
p
And it also manages to focus on the object without segmentation.
[ "tags", "tags/vector-image-search" ]
10,840
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ -0.04004403203725815, 0.03564758971333504, 0.01694587431848049, -0.03791022673249245, 0.0446062907576561, -0.06982755661010742, -0.0003271862806286663, -0.12451155483722687, 0.04440481588244438, -0.05100323632359505, -0.08256072551012039, 0.01957937702536583, -0.02048489637672901, -0.06663645803928375, -0.007728495169430971, -0.022528110072016716, 0.10228519886732101, 0.0542430654168129, -0.03929055854678154, 0.043122779577970505, 0.016747431829571724, -0.0536302775144577, -0.029319986701011658, -0.05470125377178192, -0.06246674433350563, 0.051231179386377335, 0.007321692071855068, -0.025674035772681236, 0.04852975159883499, -0.04215981438755989, 0.034563492983579636, 0.024274228140711784, 0.002217866713181138, 0.05558210238814354, -0.03846580535173416, -0.0640566498041153, -0.12392056733369827, 0.012956490740180016, 0.06005558371543884, -0.04270812124013901, -0.05136221647262573, 0.018407776951789856, 0.020871514454483986, 0.02921934798359871, -0.005805355962365866, 0.04629048705101013, 0.04034378379583359, -0.031170593574643135, 0.027261409908533096, -0.10947135090827942, -0.03567735478281975, -0.06493744254112244, -0.016077939420938492, 0.01078083086758852, 0.02987377531826496, 0.10200359672307968, 0.06079462915658951, -0.0676182359457016, 0.01871398091316223, 0.03203662484884262, 0.0600641593337059, 0.056061819195747375, 0.00019415596034377813, 0.021648038178682327, 0.10644850134849548, -0.04602021351456642, -0.030943969264626503, 0.00024660711642354727, 0.018981575965881348, -0.016278497874736786, 0.0689995288848877, 0.08273990452289581, 0.034954484552145004, 0.0504956878721714, 0.0748809427022934, 0.038351692259311676, -0.032108813524246216, -0.09464297443628311, 0.018477294594049454, 0.019368940964341164, -0.06576007604598999, -0.0821482241153717, -0.008576096966862679, -0.006011314690113068, 0.046152133494615555, 0.011561774648725986, -0.03346039727330208, 0.009605826810002327, -0.10355646908283234, -0.04233957454562187, -0.03348921611905098, -0.0390268936753273, -0.004512751940637827, 0.012420407496392727, -0.04471193999052048, -0.00985550507903099, 0.0035839159972965717, 0.05257316678762436, 0.08556397259235382, 0.014481812715530396, 0.015934156253933907, -0.023912614211440086, 0.025178872048854828, 0.028420018032193184, -0.005061223637312651, -0.034024350345134735, -0.025799205526709557, 0.019095003604888916, 0.019151872023940086, -0.010708114132285118, -0.04446020349860191, -0.05648917704820633, 0.00881010852754116, 0.07912131398916245, -0.11478031426668167, 0.003114514984190464, 0.021567197516560555, 0.01276390440762043, -0.033148109912872314, -0.01658516936004162, 0.09509537369012833, -0.04246218129992485, -0.032129690051078796, -0.06456854939460754, 0.022325146943330765, -0.029070371761918068, 0.003131776349619031, -3.794258094190287e-33, 0.014149024151265621, -0.025006897747516632, -0.030230561271309853, -0.0423370786011219, 0.09197013825178146, 0.014451209455728531, -0.05100961774587631, 0.013487916439771652, 0.057424165308475494, 0.08920443058013916, -0.07434918731451035, -0.017557581886649132, -0.015367584303021431, -0.013717100024223328, -0.0182424895465374, -0.05443843454122543, 0.006757794413715601, 0.061281342059373856, -0.09034412354230881, 0.06088433042168617, -0.05659852176904678, -0.08821576088666916, -0.07645283639431, 0.03963202238082886, 0.036437664180994034, 0.12395071983337402, 0.030058402568101883, 0.0020450977608561516, 0.0239079799503088, 0.016027558594942093, 0.0012190538691356778, 0.06053898110985756, -0.0066254399716854095, 0.04709431901574135, 0.03941348195075989, -0.0028815045952796936, 0.009911661967635155, -0.007296301424503326, -0.008008856326341629, -0.05198339372873306, 0.03241309896111488, -0.031128359958529472, -0.02880033291876316, -0.01262818556278944, 0.050924863666296005, -0.028152933344244957, 0.015346627682447433, 0.03983234241604805, -0.06220298632979393, 0.09517388045787811, 0.03307156637310982, 0.048306673765182495, -0.09213516116142273, -0.011235877871513367, -0.03483087569475174, -0.02915983460843563, 0.033801883459091187, -0.050345879048109055, 0.07437805086374283, 0.05179894343018532, 0.018124792724847794, 0.02624572068452835, -0.002511215629056096, 0.020739510655403137, 0.033971719443798065, 0.0480341911315918, -0.010101253166794777, -0.07510543614625931, -0.047574482858181, 0.0032616653479635715, 0.07362638413906097, 0.009579367004334927, -0.08005155622959137, -0.04638267681002617, 0.02405182458460331, -0.06461920589208603, -0.015391945838928223, 0.058710988610982895, 0.010444395244121552, -0.08822888135910034, -0.1291554719209671, 0.1081995740532875, -0.03969677537679672, -0.09229579567909241, -0.07702652364969254, 0.055800169706344604, 0.001750124734826386, -0.00015453486412297934, -0.0583253838121891, 0.004346088040620089, 0.06466975063085556, -0.018262416124343872, -0.11967591196298599, -0.0062661198899149895, 0.008544725365936756, 1.6716091701929415e-33, 0.021830664947628975, -0.03171291947364807, 0.03546193242073059, 0.053228702396154404, 0.03577045723795891, 0.011910646222531796, 0.054131265729665756, -0.05497302487492561, 0.04713327810168266, 0.08762525767087936, -0.03413238748908043, 0.010370026342570782, -0.013887515291571617, 0.013594936579465866, -0.049556441605091095, -0.01786860078573227, -0.004584066104143858, -0.005532801616936922, -0.03591061756014824, 0.034338220953941345, 0.06597908586263657, 0.03003762662410736, -0.025253556668758392, -0.037237368524074554, -0.10109161585569382, -0.005277503281831741, -0.03515412285923958, -0.045297399163246155, -0.018489908427000046, -0.020778095349669456, -0.01614481955766678, -0.06741348654031754, -0.07856528460979462, -0.015784092247486115, -0.015654966235160828, 0.024531127884984016, 0.04934955760836601, 0.019350485876202583, -0.0004757556307595223, -0.05296499654650688, -0.03503277525305748, 0.0410616360604763, -0.10334932059049606, 0.010880690068006516, -0.058650072664022446, -0.0826474279165268, -0.01987571455538273, -0.00411045690998435, 0.03066333755850792, 0.03613525256514549, 0.04548012837767601, 0.04480281472206116, 0.026575187221169472, -0.04678873345255852, -0.04533517360687256, 0.12481778860092163, -0.09012838453054428, 0.027577277272939682, 0.1018039882183075, 0.10158749669790268, 0.04140432924032211, 0.021527264267206192, -0.030802402645349503, -0.01234782487154007, 0.041701991111040115, 0.007060590665787458, 0.025797393172979355, 0.06978046894073486, 0.08075019717216492, 0.03326595947146416, 0.11554019898176193, 0.020696265622973442, -0.010167088359594345, 0.04990938678383827, 0.007773478981107473, -0.04211486130952835, 0.0599517747759819, -0.06083766743540764, 0.049106989055871964, 0.04378524050116539, -0.061316024512052536, -0.043855179101228714, 0.04045804962515831, 0.09732290357351303, 0.004608089569956064, -0.016801927238702774, -0.05580650642514229, -0.037155743688344955, -0.06202709302306175, -0.008789022453129292, -0.049805302172899246, 0.08229020237922668, 0.07474461942911148, -0.05976739898324013, -0.044140640646219254, -3.740991161294005e-8, -0.08421167731285095, -0.03549812361598015, -0.005040533374994993, -0.005151376128196716, -0.0038863923400640488, 0.00374979549087584, 0.0191346425563097, 0.019355690106749535, -0.0020492312032729387, -0.08405518531799316, 0.004959849640727043, -0.057799629867076874, -0.05308093875646591, 0.06237246096134186, 0.06772925704717636, 0.04031641408801079, -0.059555549174547195, -0.034544289112091064, -0.06055145338177681, 0.05583729222416878, -0.02502043917775154, -0.00043917467701248825, 0.019914165139198303, 0.061398934572935104, -0.040484946221113205, 0.06853308528661728, 0.0016078946646302938, 0.056440193206071854, -0.015713244676589966, 0.05071265250444412, -0.0606914721429348, 0.03023500181734562, 0.038609638810157776, 0.0009092450491152704, 0.059633057564496994, 0.01242408249527216, -0.10777636617422104, 0.0030551941599696875, -0.03938489779829979, -0.005004103295505047, 0.049054089933633804, -0.09472543746232986, -0.05489897355437279, 0.06182215362787247, 0.09820880740880966, 0.03964519873261452, 0.028500663116574287, -0.13422217965126038, -0.10404271632432938, -0.0016633395571261644, 0.10168181359767914, -0.03369038552045822, -0.03190336748957634, 0.022923719137907028, 0.03798767179250717, -0.026235658675432205, 0.09659790992736816, -0.04130472242832184, 0.07789619266986847, 0.08564522862434387, -0.01809634640812874, 0.0844637081027031, 0.009147441945970058, 0.021772807464003563 ]
p
What I mean here is that we’re going to get a box of the object, and in this box there will be a very noisy background which may disturb the matching process.
[ "tags", "tags/vector-image-search" ]
10,841
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ 0.006256858352571726, 0.06075495108962059, 0.01755579188466072, -0.023838462308049202, 0.11026367545127869, -0.05594632029533386, 0.06939318776130676, 0.030027415603399277, -0.06182679161429405, 0.011488295160233974, -0.013395174406468868, 0.004904131405055523, -0.08556722849607468, 0.0486794151365757, -0.017798200249671936, 0.023695971816778183, -0.013129614293575287, 0.03344551846385002, -0.0820453017950058, 0.03111632913351059, 0.06799544394016266, -0.005124818999320269, 0.09419195353984833, -0.015648817643523216, -0.011260864324867725, 0.003821244463324547, -0.008664772845804691, 0.014608918689191341, 0.06270552426576614, -0.04218567535281181, -0.04575534909963608, 0.023506980389356613, 0.07521514594554901, -0.030423693358898163, -0.04369860514998436, 0.03849392756819725, -0.0010193069465458393, -0.024445790797472, -0.01575350947678089, -0.052047017961740494, -0.032877061516046524, 0.08309294283390045, 0.01007001381367445, 0.050826944410800934, -0.04619576409459114, 0.018596401438117027, 0.04706928879022598, -0.040673527866601944, 0.02936401776969433, -0.04889180138707161, -0.10139713436365128, -0.07788896560668945, -0.043223123997449875, -0.03341422975063324, 0.014703730121254921, 0.13709400594234467, -0.012163168750703335, -0.08950439840555191, 0.03700095787644386, -0.08094476163387299, 0.010551425628364086, 0.03699181228876114, 0.04164619743824005, 0.05374540761113167, 0.05315711721777916, -0.00749236810952425, 0.03268785774707794, -0.10080225765705109, -0.04221624508500099, -0.012639755383133888, 0.03817017376422882, 0.019469505175948143, 0.07495614886283875, -0.10919512808322906, -0.047912415117025375, -0.006473378278315067, 0.006506836973130703, -0.07234259694814682, 0.002355934353545308, 0.005314835347235203, 0.0853501558303833, -0.01019380148500204, 0.00008188358333427459, -0.04992599040269852, 0.08056148886680603, 0.09647075831890106, 0.011673182249069214, -0.05942211300134659, -0.12261727452278137, 0.07196138799190521, 0.025913793593645096, -0.10625132918357849, 0.010824461467564106, -0.02031933329999447, -0.02440461702644825, -0.05465550348162651, 0.02617359347641468, 0.01558176800608635, -0.00580990593880415, 0.015094703994691372, 0.00936627946794033, -0.06343270093202591, 0.023279717192053795, -0.007195294369012117, 0.06583718955516815, -0.0033710042480379343, 0.0355694554746151, -0.057038649916648865, 0.004879867658019066, 0.07429953664541245, -0.06161019578576088, 0.027858329936861992, -0.027582230046391487, 0.09839748591184616, -0.051707204431295395, -0.008066807873547077, -0.08335178345441818, 0.018382955342531204, 0.028233403339982033, -0.004706840496510267, 0.01875714398920536, -0.013433413580060005, -0.018152888864278793, 0.046579521149396896, 0.048637889325618744, -0.0644930899143219, -0.022887030616402626, -3.279081531895096e-33, 0.0028396588750183582, -0.023519108071923256, 0.022463997825980186, -0.06215556710958481, 0.02754979394376278, 0.052578505128622055, -0.004714163485914469, -0.004631926771253347, 0.00525421230122447, 0.023650892078876495, -0.1362670212984085, -0.02777239866554737, 0.0030485608149319887, 0.038385141640901566, 0.004012626130133867, -0.025176720693707466, -0.05100129917263985, 0.12148287147283554, -0.11359227448701859, 0.05875873938202858, -0.01452580839395523, 0.009386477060616016, -0.06831887364387512, -0.04630965366959572, -0.005404302384704351, 0.0487428642809391, -0.025071362033486366, -0.0074295359663665295, -0.02865649200975895, 0.02374086156487465, -0.0366656556725502, -0.010055980645120144, -0.09261872619390488, 0.04027080535888672, 0.012839051894843578, -0.006103191990405321, -0.026940301060676575, -0.10756152123212814, -0.05195663124322891, 0.02625519223511219, -0.008636631071567535, 0.08307750523090363, -0.08297920972108841, 0.0781974345445633, -0.0427323654294014, -0.03651473671197891, 0.07068578898906708, 0.03858968988060951, -0.0024756556376814842, 0.05399871990084648, 0.04595857858657837, -0.047890666872262955, 0.013609714806079865, -0.11302262544631958, -0.0013256059028208256, -0.006282252725213766, 0.03702673316001892, -0.054019853472709656, 0.005509107373654842, -0.03453972935676575, 0.012853954918682575, -0.0653819739818573, 0.022613435983657837, 0.00997921358793974, 0.08625727146863937, 0.10091898590326309, -0.03357706964015961, 0.0181018877774477, -0.0012933177640661597, -0.001701532513834536, -0.015463216230273247, -0.07132747024297714, -0.016630148515105247, -0.03218322619795799, -0.026660742238163948, 0.013462669216096401, 0.02635260857641697, -0.09284312278032303, -0.0156563688069582, 0.07116657495498657, -0.007736211642622948, -0.03310331702232361, 0.011600584723055363, -0.08079635351896286, -0.07318639755249023, 0.045577023178339005, 0.09339247643947601, -0.02110888995230198, 0.009508628398180008, 0.044606536626815796, 0.05794822797179222, -0.04482606053352356, -0.08401622623205185, -0.05991430953145027, -0.051652632653713226, 2.4403883531024717e-33, -0.043257880955934525, -0.01991550251841545, 0.017254984006285667, 0.04800557717680931, -0.05172670632600784, 0.0012130868854001164, -0.054985035210847855, -0.006045691203325987, -0.032744187861680984, -0.005379682872444391, 0.015916550531983376, -0.021857324987649918, -0.0765545517206192, -0.08379778265953064, -0.004733486566692591, -0.0026914961636066437, 0.0017489345045760274, -0.020985711365938187, -0.05238383263349533, -0.007395537570118904, 0.041383493691682816, -0.029881177470088005, 0.015015129931271076, 0.04377187415957451, -0.077154740691185, 0.09516644477844238, -0.03542444854974747, -0.07568862289190292, 0.014302359893918037, -0.022907830774784088, -0.08255408704280853, -0.02285117283463478, -0.04169284552335739, -0.0065134866163134575, 0.05212963744997978, 0.005040178541094065, 0.00427453825250268, -0.019180411472916603, -0.03955160081386566, 0.009734711609780788, 0.08176089078187943, 0.05464279279112816, -0.0530741848051548, 0.1158454641699791, -0.052623484283685684, -0.0010058339685201645, 0.060553111135959625, 0.10374502092599869, 0.03254765272140503, 0.033663615584373474, -0.034087833017110825, -0.013981428928673267, 0.03996104374527931, -0.08272938430309296, 0.012053489685058594, 0.07357226312160492, -0.010430418886244297, -0.04617519676685333, 0.06114215776324272, 0.056805480271577835, 0.06182563677430153, -0.06439116597175598, -0.08938881754875183, 0.019568784162402153, 0.0015884747263044119, 0.11504660546779633, -0.07239625602960587, 0.06566360592842102, 0.010884751565754414, 0.035643961280584335, 0.035637449473142624, 0.0006022861343808472, 0.039824727922677994, -0.02255423739552498, -0.11434503644704819, 0.03342622518539429, 0.04580006003379822, -0.02942403219640255, 0.0511438250541687, -0.017962869256734848, 0.01591145060956478, -0.06764353066682816, 0.002470263745635748, 0.06686922907829285, 0.055834509432315826, 0.07240881025791168, -0.042985524982213974, -0.08244404196739197, -0.029224472120404243, 0.01515968143939972, -0.047514814883470535, 0.040877897292375565, 0.012194264680147171, 0.005613228771835566, -0.03090473636984825, -2.1563479890573944e-8, 0.024288369342684746, 0.01727876625955105, 0.1004510298371315, -0.019134527072310448, 0.04903001710772514, 0.037261173129081726, 0.04520662873983383, 0.054966092109680176, -0.057191021740436554, 0.038535308092832565, 0.03615928068757057, 0.0661846250295639, 0.013300489634275436, 0.05100824683904648, 0.15835288166999817, 0.06172921881079674, 0.013009712100028992, -0.011109797284007072, -0.03903786838054657, 0.07343181222677231, -0.030345818027853966, -0.05042603611946106, -0.0535450354218483, -0.007558118086308241, -0.07680715620517731, 0.07533568143844604, 0.024740630760788918, 0.1400834321975708, 0.0669163316488266, -0.014511395245790482, 0.07060745358467102, -0.017336921766400337, -0.02541223168373108, 0.021387234330177307, 0.007900749333202839, 0.0395110584795475, -0.047672707587480545, 0.008471336215734482, -0.07438353449106216, -0.041822001338005066, -0.010145912878215313, 0.0219976045191288, 0.024886377155780792, 0.11736587435007095, 0.0018082010792568326, 0.05020076036453247, 0.03454814851284027, -0.035270340740680695, -0.07492467761039734, -0.011262243613600731, 0.036816440522670746, -0.0017735037254169583, -0.02123691327869892, 0.028312433511018753, -0.008004003204405308, -0.037511564791202545, 0.08779709786176682, -0.04124847799539566, -0.08655175566673279, 0.04477807879447937, -0.0260236207395792, 0.0336797758936882, 0.020693611353635788, 0.035779695957899094 ]
p
And since Dino really manages to focus on the object, that’s important on the image.
[ "tags", "tags/vector-image-search" ]
10,842
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ 0.061306968331336975, 0.06466100364923477, 0.04715404659509659, -0.11098378151655197, 0.024108028039336205, -0.12269214540719986, -0.029793059453368187, -0.002403241815045476, 0.05779406055808067, -0.03723958879709244, 0.02576363831758499, 0.05148603767156601, -0.02797825261950493, 0.059914812445640564, -0.027170702815055847, -0.09589604288339615, -0.028989078477025032, 0.04848593845963478, -0.04606812819838524, 0.0028062521014362574, 0.05334315448999405, 0.004475488793104887, 0.01877954788506031, -0.07570343464612961, -0.023226020857691765, 0.04740831255912781, 0.015454142354428768, -0.03557465597987175, 0.05627790093421936, -0.06150738522410393, -0.035156283527612686, 0.03915240988135338, 0.11456426978111267, 0.007185217458754778, 0.01699848286807537, 0.04141101613640785, 0.048631537705659866, 0.006388903129845858, 0.09690886735916138, -0.017103221267461777, -0.04368329793214798, 0.0015433261869475245, -0.022464891895651817, 0.0054714796133339405, 0.05769215524196625, 0.012426942586898804, -0.011223909445106983, -0.012493103742599487, -0.058904822915792465, -0.012671285308897495, -0.09032493084669113, -0.024055518209934235, -0.06816442310810089, 0.02674313634634018, 0.02885093353688717, 0.09609214216470718, -0.009111111983656883, 0.028600944206118584, 0.0732497051358223, -0.0009995789732784033, -0.00873598549515009, 0.02639186941087246, 0.009695964865386486, 0.062214843928813934, 0.0815332904458046, -0.04367487505078316, -0.006254685111343861, -0.0656757578253746, -0.00231189071200788, 0.00453766155987978, 0.04488800838589668, 0.03008042834699154, 0.026462310925126076, 0.02210875414311886, -0.05225326493382454, -0.01921246573328972, -0.012485936284065247, 0.020587584003806114, 0.05038191378116608, -0.026138106361031532, -0.01624217815697193, -0.057862475514411926, 0.029599135741591454, -0.0017066013533622026, 0.060823943465948105, 0.005132315214723349, -0.03970526531338692, -0.04307868704199791, -0.032250382006168365, 0.050567321479320526, -0.09344679117202759, -0.03256836161017418, -0.04429727792739868, 0.014635813422501087, 0.0027995917480438948, -0.04135412350296974, -0.00392749160528183, -0.022722262889146805, 0.03289506584405899, 0.08794445544481277, 0.005679522641003132, -0.030768726021051407, 0.02502862550318241, 0.028629036620259285, 0.03542506694793701, -0.024657336995005608, 0.026278918609023094, -0.023025892674922943, 0.058747414499521255, 0.03086792677640915, 0.02194991335272789, 0.0075339460745453835, 0.013043510727584362, 0.04295302554965019, 0.027824318036437035, -0.1678420901298523, 0.003490172326564789, -0.01161965075880289, 0.028359413146972656, -0.012994558550417423, -0.09349644929170609, 0.01439713966101408, -0.05562618002295494, 0.11578425019979477, 0.035344962030649185, -0.06944938749074936, -0.006219151429831982, -3.358368993200044e-33, -0.00393168069422245, 0.011110728606581688, 0.08326970040798187, -0.045718930661678314, 0.023769309744238853, 0.09113185852766037, -0.05833993852138519, -0.06237565726041794, 0.052301663905382156, 0.0037214909680187702, 0.003017847193405032, -0.0817791149020195, 0.02763359248638153, 0.11098725348711014, 0.11096358299255371, 0.005768883973360062, -0.015413952060043812, 0.09262248873710632, -0.14034663140773773, -0.020937426015734673, -0.002679418073967099, -0.047707121819257736, 0.017316335812211037, 0.00576413469389081, -0.039240412414073944, -0.009643854573369026, 0.021885979920625687, -0.00895888265222311, -0.011404022574424744, 0.016165124252438545, -0.0913807675242424, 0.007005301304161549, 0.04962281137704849, 0.021410129964351654, -0.019009748473763466, 0.05349043011665344, 0.03174383193254471, -0.0175740085542202, -0.08437497168779373, 0.032877203077077866, 0.05147028714418411, 0.05235763639211655, 0.06082458794116974, -0.02248803898692131, 0.0010817155707627535, 0.01926158182322979, 0.09619884938001633, 0.018512248992919922, -0.11224671453237534, 0.04633864387869835, 0.03656896576285362, 0.020482707768678665, 0.06438759714365005, -0.06009350344538689, -0.04467330127954483, 0.00956784375011921, 0.025613781064748764, -0.04520076513290405, -0.03185655549168587, 0.00913451611995697, -0.012608985416591167, -0.03274413198232651, -0.023940687999129295, 0.008277938701212406, -0.011991795152425766, 0.0344354584813118, -0.029027624055743217, 0.025444624945521355, -0.054002054035663605, -0.002381104975938797, -0.08710373193025589, 0.007054253481328487, -0.01016004104167223, 0.029515735805034637, -0.0593441016972065, 0.007036665920168161, -0.015088837593793869, 0.0746256560087204, 0.021100742742419243, -0.008098003454506397, -0.08935225009918213, 0.07569757848978043, 0.04369763657450676, -0.1195141077041626, -0.022567378357052803, -0.019453585147857666, 0.10896752774715424, 0.013361267745494843, -0.004800223745405674, 0.007482191547751427, -0.0006008107447996736, 0.03449263796210289, 0.03199111297726631, 0.07897184789180756, -0.02123803086578846, 2.9164720140511446e-33, -0.04542587697505951, 0.014082499779760838, 0.014112832024693489, 0.07904650270938873, -0.10277465730905533, 0.01739620789885521, 0.05341322720050812, 0.046377554535865784, -0.02408745139837265, -0.006064156070351601, 0.06876394152641296, 0.03821733221411705, -0.081387959420681, -0.07422689348459244, -0.07535519450902939, -0.05655307695269585, 0.05467628315091133, -0.036795493215322495, 0.001241789199411869, 0.05925067514181137, 0.05272718146443367, -0.019675277173519135, -0.03393599018454552, 0.021617919206619263, 0.024519214406609535, 0.11425786465406418, -0.03769708052277565, -0.026794124394655228, 0.0018203165382146835, 0.02228163182735443, 0.01682327315211296, -0.061742838472127914, -0.0831773430109024, -0.12455610930919647, 0.008049615658819675, 0.010233991779386997, -0.015413051471114159, 0.016288572922348976, 0.05114114657044411, -0.018249325454235077, 0.0029340307228267193, 0.00304045551456511, -0.12457761913537979, 0.07503616064786911, -0.004943079315125942, -0.08334524929523468, 0.14094357192516327, 0.0554124191403389, -0.11130160093307495, 0.04300159960985184, -0.06289716809988022, 0.035644516348838806, -0.015529820695519447, -0.025902030989527702, -0.011679046787321568, 0.07522395998239517, -0.07023867964744568, 0.013547450304031372, 0.034557417035102844, -0.00939064659178257, -0.009464032016694546, -0.016284944489598274, -0.08408436924219131, -0.06361418962478638, 0.029765386134386063, -0.021699979901313782, 0.02816900424659252, 0.02512449212372303, -0.04751968756318092, 0.039287228137254715, 0.051628682762384415, -0.04016482084989548, -0.007319749798625708, 0.009211753495037556, -0.025810593739151955, 0.014127595350146294, 0.058369629085063934, 0.02638397552073002, 0.024822015315294266, -0.002094924682751298, 0.022807646542787552, -0.06578703224658966, -0.009168220683932304, 0.06674351543188095, 0.04707815498113632, 0.040213555097579956, -0.06993422657251358, -0.09991741180419922, 0.006167649291455746, 0.0006971600814722478, -0.04162153601646423, -0.039982542395591736, 0.07591700553894043, -0.004661852493882179, -0.012121669948101044, -2.607977833690711e-8, -0.053833022713661194, 0.019490638747811317, 0.003980750218033791, 0.005261308513581753, 0.034087955951690674, -0.05592620000243187, -0.0039528850466012955, -0.004532434977591038, 0.005256765056401491, -0.06353548169136047, -0.01292450726032257, -0.0597098134458065, -0.1324814110994339, -0.012608690187335014, 0.00625385669991374, 0.012177886441349983, 0.02603604830801487, 0.06849108636379242, -0.04945605620741844, 0.06006758660078049, -0.11545766890048981, -0.032257746905088425, -0.06634867191314697, 0.006972880102694035, -0.006421418860554695, 0.034770816564559937, -0.04745640605688095, 0.034953173249959946, -0.02984757162630558, -0.061053331941366196, -0.002029427560046315, 0.060250721871852875, 0.061072465032339096, 0.08022814989089966, 0.04590089991688728, -0.02612835355103016, -0.032134704291820526, 0.043521568179130554, -0.05311563238501549, -0.0854116901755333, 0.051263097673654556, 0.01424078643321991, 0.1627139449119568, 0.035385433584451675, 0.029156405478715897, 0.03853118419647217, 0.1224442571401596, 0.041359513998031616, -0.03873826190829277, -0.019751332700252533, 0.045407794415950775, 0.024713777005672455, 0.02876311168074608, 0.0014024145202711225, 0.0551161989569664, -0.0742115005850792, 0.09204468131065369, -0.04151391237974167, 0.045454882085323334, 0.07130423188209534, 0.010647621937096119, 0.02995673567056656, -0.07251245528459549, -0.07359050959348679 ]
p
It doesn’t really matter that we don’t segmentate perfectly the image.
[ "tags", "tags/vector-image-search" ]
10,843
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
[ -0.01914055459201336, -0.06854763627052307, -0.08020386099815369, -0.009196337312459946, -0.023971179500222206, -0.008274509571492672, -0.07248128205537796, -0.015065024606883526, -0.09867703914642334, -0.008393081836402416, -0.0037861824966967106, 0.05929148942232132, 0.024662639945745468, 0.018529683351516724, -0.09075618535280228, 0.06577330082654953, -0.0027681703213602304, -0.00030915357638150454, 0.11194081604480743, 0.024205317720770836, -0.09455087780952454, -0.009098595008254051, 0.015930308029055595, -0.0019992815796285868, 0.05708376690745354, 0.06370782107114792, 0.07102551311254501, 0.010876432992517948, -0.0027024345472455025, -0.07266036421060562, 0.0013482222566381097, 0.08427760750055313, 0.06224267929792404, 0.0887894257903099, -0.10072233527898788, -0.01860486902296543, 0.035119619220495224, -0.009257265366613865, -0.11471955478191376, -0.0023585211019963026, -0.04132195562124252, 0.016717463731765747, -0.0279442947357893, 0.07520229369401932, 0.04558778926730156, 0.06083369255065918, -0.056248996406793594, -0.04203613102436066, 0.04275455325841904, 0.04580577462911606, -0.0662645772099495, -0.07362240552902222, 0.0007623423589393497, 0.0031356813851743937, -0.006400912534445524, 0.035740483552217484, -0.0220909733325243, -0.04579324275255203, -0.03530038520693779, -0.01849379949271679, -0.009129728190600872, 0.002117906231433153, 0.013804372400045395, 0.028541965410113335, 0.0037965497467666864, 0.04604396969079971, -0.03282441943883896, 0.08843963593244553, 0.06418570876121521, -0.12006520479917526, -0.06457715481519699, 0.02870216593146324, -0.11298418045043945, 0.022983664646744728, -0.05359583720564842, 0.08053090423345566, 0.026117604225873947, -0.0006518812733702362, 0.030570855364203453, -0.06201375648379326, -0.048635583370923996, 0.03523031994700432, -0.06306402385234833, 0.018574437126517296, 0.05446304380893707, 0.028233444318175316, -0.0033632495906203985, 0.00840141624212265, 0.030129946768283844, 0.009452443569898605, 0.05634915083646774, 0.05265939608216286, 0.13960933685302734, 0.011567417532205582, -0.0025265442673116922, 0.03404250368475914, 0.07376118004322052, -0.007025801111012697, 0.13765977323055267, -0.015246894210577011, -0.04196779429912567, -0.01909196935594082, -0.03886856883764267, 0.06398326903581619, -0.04279940202832222, -0.008770209737122059, 0.020046578720211983, -0.03151259198784828, 0.009419460780918598, -0.031875863671302795, -0.03747851774096489, 0.0249232929199934, -0.05437725409865379, -0.13145232200622559, -0.009654642082750797, -0.049408942461013794, -0.11403144896030426, 0.00525427283719182, 0.043383777141571045, 0.018830856308341026, -0.011746132746338844, 0.02698959782719612, -0.02665266953408718, 0.00013770231453236192, -0.0514540821313858, 0.041279297322034836, -0.10817281901836395, -4.560131969343363e-33, -0.030279966071248055, 0.01461197342723608, 0.040150802582502365, 0.059845101088285446, 0.00613505719229579, -0.04124227538704872, -0.026693882420659065, 0.02612907625734806, -0.012448621913790703, 0.008660299703478813, -0.0816318467259407, 0.032383449375629425, -0.014347612857818604, 0.06542954593896866, 0.08974453061819077, -0.042024243623018265, 0.03192023187875748, 0.07012157142162323, -0.026884129270911217, -0.037483155727386475, 0.0383346863090992, -0.05683022737503052, 0.029130687937140465, 0.0286182202398777, 0.12106896191835403, 0.04921187832951546, 0.02663918398320675, -0.015177703462541103, 0.06718587130308151, 0.007990565150976181, -0.011278807185590267, -0.07201013714075089, -0.06578929722309113, 0.0247197188436985, 0.05152880772948265, 0.02318989485502243, -0.00029709411319345236, -0.057699136435985565, -0.016381995752453804, -0.016469987109303474, 0.028707504272460938, 0.008298618718981743, 0.0004648753674700856, -0.04077669605612755, -0.012159579433500767, 0.05674979090690613, 0.04137521609663963, 0.05183923617005348, 0.04161286726593971, -0.04540828615427017, -0.011282436549663544, 0.04716798663139343, -0.07579337805509567, 0.03163623437285423, 0.022032326087355614, 0.0699770599603653, -0.014086605980992317, -0.020483775064349174, 0.002484205411747098, 0.03544360399246216, -0.05559791997075081, 0.05765611305832863, 0.05827559903264046, -0.12612797319889069, 0.015275079756975174, 0.049559347331523895, -0.03822268918156624, -0.042527247220277786, 0.08617822825908661, 0.02495240978896618, -0.004154481925070286, 0.022094693034887314, -0.0019520387286320329, -0.0758613795042038, 0.012180340476334095, 0.04044141620397568, -0.02195003814995289, -0.06286069750785828, -0.06396175175905228, 0.014895699918270111, -0.0494929701089859, -0.04446851462125778, -0.0489455983042717, -0.04317930340766907, 0.03478939086198807, -0.02330062910914421, 0.021621612831950188, -0.0719095766544342, -0.05316966399550438, 0.004520455840975046, -0.012507995590567589, 0.051328789442777634, 0.05843500420451164, 0.032883170992136, -0.008350653573870659, 3.6497924098681205e-33, -0.05451199412345886, -0.021725082769989967, -0.0005687506636604667, 0.010323744267225266, 0.036311112344264984, -0.039892442524433136, -0.05543588474392891, 0.061537016183137894, -0.07588856667280197, 0.015359494835138321, 0.0004259815614204854, -0.07144738733768463, 0.06728433817625046, -0.012159264646470547, -0.00231162435375154, 0.09572265297174454, -0.040884993970394135, -0.11090351641178131, -0.0694127157330513, 0.015881231054663658, -0.07562810927629471, 0.09549200534820557, -0.06524191051721573, -0.011104396544396877, 0.029642125591635704, 0.014425138011574745, 0.01941850781440735, -0.0840858593583107, -0.02883429452776909, -0.039661239832639694, -0.07665136456489563, -0.12826018035411835, 0.005323729012161493, -0.013956276699900627, -0.017148684710264206, -0.02091379277408123, 0.024510959163308144, -0.07544100284576416, 0.03652191534638405, 0.0068366569466888905, -0.036620862782001495, 0.0758272185921669, -0.041106514632701874, -0.0068418728187680244, -0.05794361233711243, 0.01157982088625431, -0.049404326826334, 0.13467314839363098, 0.07265777885913849, -0.04006539657711983, 0.0007370254024863243, -0.0016179804224520922, 0.03445827588438988, -0.0326165072619915, 0.1023024395108223, 0.034069012850522995, 0.016453133895993233, 0.0031746390741318464, 0.09557431191205978, 0.022168872877955437, -0.01346072368323803, 0.0011347720865160227, 0.01751783676445484, 0.04167477414011955, 0.038577932864427567, -0.005114610772579908, 0.000012127175978093874, 0.02170499972999096, -0.14759905636310577, -0.03872806206345558, 0.03447706624865532, 0.046399228274822235, 0.013426722958683968, 0.06654267013072968, -0.0008165301405824721, -0.05447285994887352, 0.01796894706785679, -0.005611738655716181, -0.006577847525477409, -0.01348829921334982, 0.002862494671717286, 0.0013629419263452291, 0.07359007745981216, 0.10278032720088959, 0.04504050686955452, 0.0850137248635292, -0.02092478796839714, -0.13541921973228455, -0.0039027745369821787, 0.059219058603048325, -0.08296084403991699, 0.03032612055540085, -0.053611379116773605, 0.06748480349779129, 0.016702372580766678, -2.709002977496766e-8, -0.007085328456014395, 0.028183527290821075, -0.0012381513370200992, -0.028577955439686775, 0.11270274966955185, -0.06181444227695465, 0.019219931215047836, 0.10156441479921341, -0.04963521659374237, 0.0467229001224041, 0.030001305043697357, -0.003957001958042383, -0.05569873005151749, 0.03790070489048958, 0.06113579124212265, -0.05997959151864052, 0.0851876437664032, 0.027584822848439217, -0.018988050520420074, 0.023818282410502434, 0.062070831656455994, 0.10519751906394958, -0.019085416570305824, 0.03437303751707077, 0.042570553719997406, -0.015527516603469849, -0.013193548657000065, 0.014934421516954899, 0.08229555189609528, -0.06330669671297073, -0.016209932044148445, 0.0730200931429863, 0.0643605962395668, -0.04855373874306679, 0.03210562840104103, 0.045264825224876404, -0.02925490215420723, 0.0750368982553482, -0.0609128475189209, -0.004321018233895302, -0.003250171896070242, 0.018171202391386032, 0.026970457285642624, 0.032539110630750656, 0.005164639092981815, 0.050926025956869125, -0.01344219408929348, -0.08416644483804703, 0.024543968960642815, -0.008201413787901402, -0.021177466958761215, -0.015743473544716835, 0.003926724661141634, 0.0867680162191391, 0.025611529126763344, 0.028720052912831306, -0.02008681744337082, -0.061275750398635864, 0.05333668738603592, -0.07511558383703232, 0.005965323653072119, -0.02331959456205368, -0.0714278370141983, 0.029055364429950714 ]
p
Regarding the vector database, this project started a while ago, and I think we chose the vector database something like a year and a half ago.
[ "tags", "tags/vector-image-search" ]
10,844
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,845
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ 0.006210179068148136, -0.02050364762544632, -0.02792368084192276, 0.028840091079473495, 0.03370227664709091, -0.024372097104787827, -0.03807135671377182, -0.0009533523116260767, -0.06782606989145279, -0.00695952121168375, 0.0026680424343794584, 0.1255263090133667, 0.0032925656996667385, -0.03237147256731987, -0.09375549107789993, -0.014198558405041695, -0.0012543672928586602, -0.07708097249269485, 0.04490434378385544, 0.027827871963381767, -0.08325337618589401, 0.038295578211545944, -0.019085200503468513, 0.03505776450037956, 0.10390900075435638, 0.010664808563888073, 0.008706659078598022, 0.014350931160151958, 0.041827235370874405, -0.01760905422270298, 0.022069772705435753, 0.09209685027599335, 0.0935581848025322, 0.07133913040161133, -0.12336121499538422, -0.0041986508294939995, 0.018156345933675766, -0.03787364438176155, -0.059055328369140625, 0.00993193406611681, 0.004528708290308714, 0.022646276280283928, -0.05713311582803726, 0.13122668862342834, 0.019870437681674957, 0.008548526093363762, 0.01880744658410549, -0.10458983480930328, 0.06378981471061707, 0.023217085748910904, -0.07229304313659668, -0.0411042720079422, 0.011514301411807537, -0.04546600580215454, -0.01624344103038311, 0.035332076251506805, -0.00009732955368235707, 0.01635090447962284, 0.056739673018455505, 0.011183658614754677, -0.0779261440038681, 0.003733211662620306, 0.05298319086432457, 0.044158365577459335, 0.07654566317796707, -0.032374415546655655, 0.02361205220222473, 0.03071667067706585, 0.058842625468969345, 0.020295683294534683, 0.018792642280459404, 0.048169851303100586, -0.0652133971452713, 0.020380550995469093, 0.01308179460465908, 0.12012762576341629, 0.022355040535330772, 0.017940949648618698, 0.03074847348034382, -0.041887905448675156, -0.015291618183255196, -0.0038096325006335974, -0.006459531374275684, -0.0016745900502428412, 0.05930353328585625, 0.05742046982049942, 0.0069072190672159195, -0.09852138161659241, 0.03175633028149605, -0.023378748446702957, 0.03433728590607643, -0.05187835171818733, 0.042966779321432114, 0.048445820808410645, -0.018037717789411545, -0.02389664389193058, 0.044907160103321075, -0.011010787449777126, 0.1450214385986328, 0.036157213151454926, -0.008972584269940853, -0.03694605082273483, -0.02294035628437996, 0.07650364935398102, 0.02698550745844841, -0.06566319614648819, 0.09318652004003525, -0.011143120005726814, -0.000029216662369435653, -0.03278985247015953, -0.07402945309877396, 0.05908253788948059, 0.0286367516964674, -0.08741120249032974, -0.056649770587682724, 0.0024076285772025585, -0.07912277430295944, 0.052268289029598236, -0.036982301622629166, 0.0606737919151783, 0.020398560911417007, 0.04536408185958862, -0.009036070667207241, 0.011926671490073204, -0.08647690713405609, -0.008071798831224442, -0.09154953062534332, -2.794964836426491e-33, -0.02558816596865654, -0.011343411169946194, 0.028165416792035103, 0.0017611655639484525, -0.04956427961587906, -0.010624417103827, 0.004487881436944008, 0.00010185631981585175, -0.035679128021001816, -0.00008663393964525312, -0.08799298107624054, -0.01741224154829979, -0.03237755596637726, 0.007825457490980625, 0.030197162181138992, -0.01949269324541092, -0.0025594590697437525, 0.016027409583330154, -0.008472783491015434, -0.02684679627418518, 0.03576834499835968, -0.05838693305850029, -0.027598410844802856, -0.052848588675260544, 0.010050746612250805, 0.07603821903467178, 0.015891365706920624, 0.0037716252263635397, 0.031980063766241074, 0.026172518730163574, -0.05828185752034187, -0.04688229784369469, 0.0028889668174088, 0.03283492475748062, 0.06135978549718857, 0.06496153771877289, -0.0014477019431069493, -0.14225919544696808, -0.0573141947388649, -0.007891195826232433, 0.03705752640962601, 0.014469786547124386, -0.07489349693059921, -0.08432178944349289, 0.016678396612405777, 0.04924681782722473, -0.029364638030529022, -0.0378788560628891, -0.05938504636287689, -0.0024863351136446, -0.039870839565992355, 0.04665672406554222, 0.038327012211084366, 0.03997648134827614, -0.025478849187493324, 0.03048151731491089, 0.0015340304234996438, -0.032645780593156815, 0.012927888892591, 0.011242788285017014, -0.05082910507917404, 0.0479365736246109, 0.10719063133001328, -0.07457317411899567, -0.02161097154021263, 0.02379734441637993, 0.018123453482985497, -0.010415068827569485, 0.0036940043792128563, 0.08729906380176544, -0.0039000113029032946, 0.044968098402023315, -0.08819635957479477, -0.060546472668647766, -0.0049394178204238415, -0.001086174976080656, 0.012360971421003342, -0.06473314017057419, -0.024052247405052185, 0.008202983066439629, -0.023392491042613983, -0.047510240226984024, -0.023154953494668007, -0.031004175543785095, 0.016050193458795547, -0.09405802190303802, 0.06635631620883942, -0.056119997054338455, -0.03321944177150726, -0.024314427748322487, -0.03197726979851723, 0.008386818692088127, 0.0364520438015461, -0.051679253578186035, -0.04846539348363876, 1.7060388487155494e-33, -0.07958924025297165, -0.026666900143027306, -0.04365154728293419, 0.040467970073223114, -0.05596350133419037, -0.03271234780550003, -0.01580454781651497, 0.02085667848587036, -0.09517728537321091, 0.05692324787378311, 0.09850134700536728, -0.08082392066717148, 0.04580960050225258, -0.07426966726779938, 0.06414429843425751, 0.10266434401273727, -0.035368528217077255, -0.04849858582019806, -0.029708005487918854, 0.07440246641635895, 0.019074847921729088, 0.0072179073467850685, -0.061827607452869415, 0.059144966304302216, 0.02364981174468994, 0.025125984102487564, 0.027105925604701042, 0.017586709931492805, -0.02863488905131817, -0.010599571280181408, -0.06198528781533241, -0.06904812902212143, -0.05269864574074745, 0.04306279495358467, -0.024330362677574158, 0.013229147531092167, 0.008911103941500187, -0.021750375628471375, 0.01278724055737257, 0.0065081072971224785, -0.050732310861349106, 0.028169481083750725, -0.05774466693401337, 0.04154001921415329, -0.04100928455591202, 0.04173064976930618, 0.009815095923841, 0.11949070543050766, 0.12818484008312225, 0.0200361255556345, -0.04802832007408142, -0.034825023263692856, 0.08108769357204437, -0.015887388959527016, 0.008093222975730896, -0.0010212669149041176, -0.036279886960983276, 0.017194153741002083, 0.003557772608473897, 0.040051501244306564, 0.029690008610486984, -0.035235445946455, -0.0030666908714920282, -0.05910962447524071, 0.03431880846619606, -0.02128451317548752, -0.032581206411123276, 0.031334079802036285, -0.0921296551823616, -0.0814698338508606, 0.03240802511572838, 0.08841806650161743, -0.09010598808526993, 0.09589571505784988, -0.04946846887469292, -0.04138574376702309, -0.014763075858354568, -0.026024794206023216, 0.053753919899463654, -0.07530595362186432, -0.03363731876015663, 0.025785332545638084, 0.06761334836483002, 0.06597642600536346, 0.04872305691242218, 0.07038320600986481, -0.027647247537970543, -0.10159128904342651, -0.025184080004692078, 0.07317929714918137, -0.04265660420060158, -0.006518946960568428, -0.03354506194591522, 0.15839502215385437, -0.024188699200749397, -1.8373230048496225e-8, -0.012774469330906868, 0.019093740731477737, 0.05544904246926308, -0.010346024297177792, 0.15626806020736694, -0.009306925348937511, 0.0226253941655159, 0.10702067613601685, -0.030497634783387184, 0.11082582175731659, -0.03604159131646156, 0.0396152101457119, -0.03161647915840149, -0.004311305470764637, 0.08680091798305511, -0.03244372457265854, 0.004355634097009897, -0.03391871601343155, -0.06685891002416611, 0.035745806992053986, 0.020274994894862175, 0.0581902377307415, -0.05119386315345764, -0.07511784881353378, 0.024779243394732475, -0.009552616626024246, -0.007512869779020548, 0.045722927898168564, 0.12632089853286743, -0.03985799476504326, -0.028894957154989243, -0.027285901829600334, 0.012167721055448055, -0.052118126302957535, -0.005932197440415621, 0.1166771724820137, 0.00472039170563221, 0.0837721899151802, -0.00773897860199213, -0.041218627244234085, -0.04656648263335228, 0.03971845284104347, 0.03628639876842499, 0.012290121987462044, 0.009008790366351604, 0.08534195274114609, -0.03753434866666794, -0.04949929937720299, 0.03923314809799194, -0.05298266187310219, 0.043050311505794525, 0.054906025528907776, -0.015994003042578697, 0.08256525546312332, 0.07265789806842804, 0.03272832930088043, -0.05799611657857895, -0.04565161094069481, -0.00699137058109045, -0.04417002946138382, 0.01341711450368166, -0.09973368793725967, 0.03496096283197403, 0.023689894005656242 ]
p
And so it was before all the vector database hype.
[ "tags", "tags/vector-image-search" ]
10,846
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ 0.028322219848632812, 0.03958612680435181, 0.008289096876978874, -0.007982208393514156, 0.006129169370979071, 0.030826017260551453, 0.05949869006872177, 0.07003626972436905, -0.039688590914011, 0.028280707076191902, 0.034879881888628006, -0.04322340339422226, 0.09846951812505722, 0.005670857150107622, -0.00020793148723896593, -0.03750446066260338, -0.02654706872999668, -0.0068252310156822205, 0.019932888448238373, 0.02128354273736477, 0.020670421421527863, -0.04221631586551666, 0.030586853623390198, 0.003913973458111286, 0.015636421740055084, 0.002825549803674221, 0.027549296617507935, -0.0023104881402105093, -0.035021036863327026, -0.032059572637081146, -0.05453591048717499, -0.025259187445044518, 0.03281059488654137, 0.017829477787017822, 0.027084611356258392, 0.08927527815103531, 0.07629410922527313, 0.09726948291063309, -0.010264814831316471, -0.052477892488241196, 0.009485850110650063, -0.04312050715088844, 0.03679070249199867, -0.07123243808746338, 0.030747191980481148, -0.061164505779743195, 0.007009602151811123, -0.057577118277549744, 0.031013039872050285, 0.07563202828168869, 0.0005422933609224856, 0.0016070898855105042, 0.006625090725719929, 0.033829301595687866, 0.056540630757808685, -0.11047784239053726, 0.010347669012844563, -0.01373880635946989, 0.049793142825365067, -0.005522455554455519, -0.08389578759670258, -0.03629743307828903, -0.06262100487947464, -0.04959511384367943, 0.03655505180358887, -0.03558020293712616, -0.011084348894655704, 0.009690895676612854, -0.10868161171674728, 0.09243077039718628, 0.04881974682211876, -0.047893159091472626, -0.009502531960606575, -0.004849771037697792, -0.022441765293478966, 0.014428849332034588, 0.0651632770895958, 0.05018901452422142, 0.027516188099980354, 0.011603819206357002, 0.02604435570538044, -0.05624774843454361, -0.06850136816501617, -0.054384492337703705, 0.03156643360853195, 0.03193679451942444, -0.03265181556344032, -0.09567877650260925, 0.04524460434913635, 0.02595699205994606, -0.07873818278312683, -0.012158427387475967, -0.0046305968426167965, 0.02415687032043934, 0.09157400578260422, -0.03804537281394005, -0.05918362736701965, 0.10504794865846634, -0.01701328158378601, 0.01471255999058485, 0.005036161281168461, -0.028240934014320374, 0.024086812511086464, 0.04865413159132004, 0.036388054490089417, 0.007806815207004547, 0.11927692592144012, -0.04457162693142891, 0.0075971526093780994, -0.0741724893450737, -0.01981787011027336, -0.027313943952322006, 0.020108472555875778, 0.002825577976182103, 0.03175712376832962, -0.0070967660285532475, 0.03213324025273323, 0.05405442789196968, -0.0575929656624794, -0.014641243033111095, 0.02827221341431141, -0.004875599406659603, 0.01817372255027294, 0.007514528464525938, -0.05094815790653229, 0.01673838309943676, -0.01766308955848217, -4.5151035562091615e-33, -0.007967093028128147, -0.09810712933540344, 0.01292824000120163, 0.04265229403972626, -0.05280767381191254, 0.03499860316514969, -0.050961289554834366, 0.04836094379425049, 0.017428310588002205, -0.059791531413793564, -0.023112459108233452, -0.03879392892122269, -0.0777812972664833, -0.04799612984061241, -0.06289926171302795, 0.06949388980865479, 0.06741971522569656, -0.042593229562044144, 0.04078984260559082, -0.024784618988633156, 0.018926942721009254, 0.10911072790622711, -0.03381083905696869, -0.0958060771226883, 0.009626551531255245, 0.014758207835257053, 0.09128370136022568, 0.008159593679010868, 0.012161286547780037, 0.048304133117198944, -0.02333224005997181, 0.00024138604931067675, 0.028819318860769272, 0.03504335507750511, 0.08694096654653549, 0.021032996475696564, -0.03380415216088295, -0.09030944854021072, -0.02390768751502037, 0.07462368160486221, 0.0379607230424881, -0.020029444247484207, -0.04541781172156334, -0.029734700918197632, -0.059990182518959045, 0.05716554820537567, -0.10361406952142715, -0.043391674757003784, 0.05162835493683815, -0.002723349491134286, -0.007448134943842888, 0.057066574692726135, -0.07358375191688538, -0.021833984181284904, 0.0008044090936891735, -0.02455388568341732, -0.05580835044384003, 0.034894879907369614, -0.008297063410282135, 0.027651213109493256, -0.07146510481834412, 0.0650174468755722, 0.07233235985040665, 0.07645396143198013, 0.03747384622693062, 0.05465666949748993, 0.001468193018808961, 0.10948660969734192, -0.07219226658344269, 0.08797116577625275, 0.004952720366418362, -0.02336202934384346, 0.014636051841080189, -0.05917266011238098, -0.06803108751773834, -0.018677067011594772, 0.04364202916622162, -0.03005846217274666, -0.08145525306463242, 0.0667186826467514, -0.02420264482498169, 0.017964933067560196, 0.007207316346466541, 0.028051085770130157, -0.04149702936410904, 0.06127273291349411, 0.07858050614595413, -0.04003169760107994, -0.03961804509162903, -0.06387333571910858, -0.007661058101803064, 0.009860599413514137, -0.009676264598965645, -0.07444100826978683, -0.19125381112098694, 2.1384176297006497e-33, -0.0963093489408493, 0.03511761501431465, 0.11175422370433807, -0.0087664183229208, 0.023510733619332314, 0.028252460062503815, 0.002753415610641241, -0.0780310183763504, -0.10551752150058746, 0.031183836981654167, -0.0015123439952731133, -0.08082357794046402, -0.03750922903418541, -0.14300158619880676, 0.02678135223686695, 0.03353846073150635, 0.007612961810082197, -0.0638037770986557, -0.037297531962394714, 0.08857499063014984, 0.026930933818221092, -0.01911693438887596, -0.028375567868351936, -0.0004025208472739905, -0.0908336341381073, 0.023156391456723213, -0.040000829845666885, 0.06993553042411804, -0.08578076958656311, -0.006301824934780598, 0.017305387184023857, 0.028306366875767708, -0.01823851279914379, -0.015500800684094429, 0.06172699108719826, 0.1319151669740677, -0.05060167983174324, -0.007542238105088472, 0.042586348950862885, 0.032470714300870895, 0.05011248216032982, -0.006231992039829493, 0.006159835495054722, 0.03444795310497284, -0.05062305927276611, -0.01031799428164959, -0.07322587817907333, 0.0103428540751338, -0.039449241012334824, -0.022704238072037697, -0.1091369241476059, 0.0029507784638553858, -0.09298185259103775, -0.08875758945941925, 0.02637641690671444, -0.004219916183501482, -0.022078005596995354, 0.09021462500095367, 0.03387632593512535, 0.04347310587763786, -0.058993205428123474, -0.05399196967482567, -0.0027758488431572914, 0.04096986725926399, 0.010157251730561256, 0.01527351327240467, 0.030738936737179756, -0.005504328291863203, -0.11602965742349625, 0.050112493336200714, 0.06385859102010727, 0.023587889969348907, 0.011196865700185299, 0.06255665421485901, -0.08227058500051498, 0.08773921430110931, -0.04556954652070999, 0.0032055506017059088, -0.002043819287791848, -0.05419094115495682, 0.030714716762304306, -0.0006626551621593535, -0.0644771158695221, 0.037634652107954025, 0.02178710512816906, 0.08479052782058716, -0.008399322628974915, -0.04980732128024101, 0.0068508051335811615, 0.06570246070623398, 0.010715067386627197, -0.05554471164941788, 0.12248417735099792, -0.011971826665103436, -0.01699964702129364, -2.1571800346009695e-8, -0.012942965142428875, -0.003794773481786251, 0.004762882832437754, -0.004335677716881037, -0.049578797072172165, -0.004456827882677317, -0.02398737706243992, 0.005389578174799681, 0.015635676681995392, 0.12039648741483688, -0.08158359676599503, 0.0700162798166275, 0.027140742167830467, 0.010194065980613232, 0.05988757312297821, -0.051803991198539734, 0.026323746889829636, -0.05977360159158707, -0.01184239611029625, 0.03440598025918007, -0.03780343756079674, -0.016057679429650307, 0.02857114188373089, -0.050330378115177155, 0.0012560698669403791, 0.031275663524866104, -0.0011693855049088597, -0.008453324437141418, 0.03148464858531952, -0.02180192619562149, 0.0385679230093956, -0.1205391138792038, -0.036062564700841904, -0.04652848467230797, 0.03736739605665207, 0.04746604338288307, -0.02047799341380596, -0.03694401681423187, -0.04057321324944496, -0.028303155675530434, 0.04750528559088707, 0.04525650292634964, 0.07850160449743271, 0.09867958724498749, 0.03998631238937378, 0.12530778348445892, 0.050514042377471924, -0.09830352663993835, -0.009799008257687092, 0.03250274807214737, 0.029484262689948082, 0.08269179612398148, 0.0675550028681755, 0.0364062674343586, -0.072308748960495, -0.023244285956025124, -0.03276153281331062, 0.07159781455993652, 0.0493004210293293, -0.018117401748895645, 0.05499187484383583, -0.03428008407354355, -0.0047332514077425, -0.021044896915555 ]
p
And at the time, the most famous one was Milvos, the only famous one actually.
[ "tags", "tags/vector-image-search" ]
10,847
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ -0.014623588882386684, -0.052465640008449554, -0.030287599191069603, -0.025069458410143852, 0.07930146157741547, -0.08327503502368927, 0.010056284256279469, -0.006767228711396456, 0.002248309552669525, 0.015396973118185997, 0.031210416927933693, 0.08310750126838684, 0.020723242312669754, 0.04048733040690422, 0.09290561825037003, -0.04402605816721916, 0.019645115360617638, -0.08518636971712112, 0.038262370973825455, -0.008673332631587982, -0.0902901142835617, 0.055265821516513824, 0.003944124095141888, 0.041515205055475235, 0.03905152902007103, -0.062345221638679504, -0.013360603712499142, 0.00026391903520561755, 0.008878096006810665, 0.04734751954674721, -0.04564747214317322, 0.020705588161945343, 0.006127317436039448, -0.018238522112369537, 0.03437719866633415, 0.018797045573592186, 0.05963677540421486, 0.02780929021537304, 0.0030372045002877712, -0.08944988995790482, 0.004906758200377226, -0.019702766090631485, 0.016205575317144394, 0.09060779958963394, -0.06477288156747818, -0.04083864018321037, -0.02267918922007084, -0.08641289919614792, 0.03949901834130287, 0.04434758424758911, 0.01521899551153183, -0.07125701755285263, 0.013085640035569668, -0.07570652663707733, -0.03569509834051132, 0.02239840105175972, 0.04072394594550133, 0.02949143759906292, 0.10098380595445633, 0.005047085229307413, 0.005380185786634684, -0.05106951668858528, 0.006532561965286732, 0.1398552805185318, -0.04879511520266533, 0.023949630558490753, 0.044918160885572433, 0.02732638455927372, 0.053194474428892136, -0.10520952939987183, -0.06716209650039673, 0.013432683423161507, 0.02005816623568535, 0.03530021384358406, -0.06011199578642845, 0.039570946246385574, 0.06711120158433914, -0.01725545898079872, 0.08093304187059402, -0.035422440618276596, 0.041858334094285965, 0.0231845173984766, -0.02970127761363983, 0.049060042947530746, -0.020575126633048058, 0.014309268444776535, 0.03646262735128403, 0.04923605918884277, 0.06277553737163544, -0.02009386382997036, 0.023781882598996162, -0.0412132665514946, 0.029271671548485756, 0.052382055670022964, -0.05381003022193909, -0.05492159724235535, -0.004625734407454729, -0.0016833738191053271, -0.004077693913131952, 0.0437215194106102, -0.046278782188892365, -0.004041573964059353, 0.010451851412653923, -0.06920173019170761, -0.006484935060143471, 0.04305226355791092, 0.010154608637094498, -0.026862015947699547, 0.08179629594087601, -0.017261572182178497, -0.024199336767196655, -0.007878933101892471, 0.009079632349312305, 0.007679506205022335, 0.0028244005516171455, -0.009482092224061489, -0.057083263993263245, -0.009121074341237545, 0.0628027692437172, -0.04196419194340706, 0.03703843057155609, 0.0025901172775775194, -0.0834839940071106, -0.02305230125784874, 0.003777418751269579, -0.029707780107855797, 0.018791083246469498, -3.2705448715142337e-33, 0.01770273968577385, 0.05688944086432457, 0.04303700104355812, 0.04594464972615242, 0.048238564282655716, -0.07492130249738693, 0.07260607928037643, 0.030235765501856804, -0.09077444672584534, -0.06816097348928452, 0.038284484297037125, -0.022279521450400352, 0.006620695814490318, 0.012380052357912064, 0.09647689759731293, -0.07494085282087326, -0.013444844633340836, 0.04419253394007683, 0.05225652456283569, -0.005071369931101799, -0.005162758287042379, -0.12640096247196198, -0.01531157921999693, 0.0517793744802475, 0.0645730197429657, 0.03816509246826172, 0.004850213415920734, 0.02348835952579975, 0.06197366118431091, 0.016766538843512535, 0.01372583582997322, 0.03617212548851967, 0.00021780375391244888, 0.029506048187613487, 0.0007891610730439425, -0.05705466866493225, -0.060002267360687256, -0.04916522279381752, -0.033367227762937546, 0.11845044046640396, -0.020526455715298653, -0.020356113091111183, -0.02380979433655739, -0.10509078204631805, 0.10784152150154114, -0.03272898867726326, -0.0054624080657958984, -0.018070893362164497, 0.0865175873041153, -0.016727209091186523, -0.0427732989192009, 0.03375833481550217, 0.05076010897755623, 0.020893674343824387, -0.018209606409072876, 0.02309701219201088, 0.01590505614876747, -0.0705656111240387, 0.009255125187337399, 0.0025183369871228933, -0.0600477010011673, -0.032641660422086716, -0.05989733710885048, -0.06714138388633728, -0.012002605013549328, -0.11576400697231293, 0.049625858664512634, -0.05334675684571266, -0.016374457627534866, -0.009294566698372364, -0.05084814503788948, -0.03890702873468399, 0.030873281881213188, -0.040878329426050186, -0.03835787624120712, 0.01200530119240284, -0.04053914174437523, 0.05096174776554108, 0.0034370895009487867, -0.029673529788851738, -0.019357699900865555, -0.01648493856191635, -0.03229627385735512, 0.0030135491397231817, 0.06269697844982147, 0.014417016878724098, 0.027832351624965668, -0.03988867998123169, -0.11620213836431503, 0.03842688724398613, 0.005435876548290253, -0.002396648982539773, -0.05592970550060272, -0.029018595814704895, 0.07134916633367538, 2.1472916936943964e-33, -0.09333480149507523, -0.034650616347789764, -0.0895049124956131, 0.008057015016674995, 0.0730670839548111, -0.029736006632447243, 0.0015383720165118575, 0.01733621023595333, -0.04158388450741768, 0.034568533301353455, 0.017555300146341324, 0.0320114903151989, -0.0715596154332161, 0.02518553100526333, -0.02949363738298416, -0.00016680947737768292, 0.02477683499455452, -0.07729576528072357, 0.06919609010219574, -0.00589273264631629, 0.020519450306892395, 0.013324638828635216, -0.03413335233926773, 0.07063716650009155, 0.04005763307213783, 0.028526971116662025, -0.0856400653719902, 0.05158131942152977, -0.027530141174793243, 0.03477661684155464, -0.003599428338930011, -0.02966928854584694, -0.1212010532617569, -0.01346450112760067, 0.01783870905637741, 0.03406204655766487, -0.005613633897155523, -0.03668523579835892, -0.0056254444643855095, -0.0032486049458384514, 0.020749986171722412, -0.11599594354629517, -0.05314930900931358, 0.046848028898239136, -0.0425247848033905, 0.036181382834911346, -0.009041489101946354, 0.012396786361932755, -0.016883689910173416, -0.04594952613115311, -0.016900181770324707, 0.02749115228652954, -0.003381496760994196, -0.10778896510601044, -0.07440768927335739, 0.030505405738949776, 0.06797543913125992, 0.004178492818027735, -0.013073527254164219, 0.034894105046987534, 0.02762065827846527, -0.06417395919561386, 0.020442865788936615, -0.023738199844956398, -0.05474935844540596, 0.026607902720570564, 0.004323971923440695, 0.14784175157546997, -0.12831801176071167, 0.09002915024757385, -0.030927933752536774, 0.02224273979663849, -0.06129607558250427, -0.004438054282218218, -0.02079644799232483, -0.08383610844612122, -0.03123619221150875, -0.05312849581241608, -0.03981617093086243, 0.06382545828819275, 0.04513167217373848, 0.011138081550598145, 0.01533063966780901, 0.05562633275985718, 0.01860957220196724, -0.056732408702373505, -0.0005725534865632653, 0.0013929585693404078, 0.00916460994631052, 0.04560074582695961, -0.08937971293926239, -0.06352614611387253, 0.04041820019483566, 0.030547145754098892, 0.01841593161225319, -1.8203545337769356e-8, -0.00237870286218822, 0.07896971702575684, 0.0831136479973793, 0.011042783968150616, 0.03339340537786484, 0.08243616670370102, 0.13954660296440125, 0.03189831227064133, 0.01563778892159462, 0.07255972176790237, -0.16609156131744385, -0.032051604241132736, 0.0024590843822807074, 0.14115755259990692, 0.09200911223888397, 0.0045558251440525055, -0.08216659724712372, 0.13101717829704285, -0.05655919760465622, -0.026219088584184647, 0.0030208027455955744, 0.07485057413578033, -0.04144148528575897, -0.028037091717123985, -0.02470366470515728, 0.02425272949039936, -0.024828709661960602, 0.055289480835199356, 0.0714399591088295, 0.052444685250520706, 0.000822667614556849, -0.018564634025096893, -0.031160173937678337, 0.023705920204520226, 0.03824533522129059, 0.0038731559179723263, -0.043582506477832794, 0.00043209572322666645, 0.06412740796804428, -0.06894037127494812, -0.11792043596506119, 0.09048060327768326, 0.040789324790239334, -0.0036419318057596684, -0.004726281389594078, 0.025274530053138733, -0.13673880696296692, -0.031046627089381218, -0.012944198213517666, -0.014590827748179436, 0.016518564894795418, 0.0059143053367733955, -0.06726117432117462, 0.08430012315511703, 0.14307039976119995, 0.005495838355273008, -0.014644576236605644, -0.05954191833734512, 0.05788445845246315, 0.050965551286935806, -0.008617937564849854, -0.01587735302746296, 0.027778903022408485, 0.024406688287854195 ]
p
And we went for an on premise development deployment.
[ "tags", "tags/vector-image-search" ]
10,848
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ 0.06534434854984283, -0.05203451216220856, 0.09221788495779037, 0.024584541097283363, 0.04248582199215889, -0.10638601332902908, -0.0655537024140358, 0.054469034075737, -0.029295990243554115, 0.07307237386703491, -0.0469941608607769, 0.03438283130526543, -0.028923731297254562, -0.013971303589642048, 0.02700401283800602, -0.06608407944440842, 0.04938943311572075, -0.061944521963596344, 0.031056737527251244, -0.01620112918317318, -0.02735181897878647, 0.03862077370285988, 0.00047493522288277745, 0.007937482558190823, 0.01467820629477501, 0.06409493088722229, -0.04557296633720398, 0.014252268709242344, 0.008666434325277805, -0.05266747996211052, -0.1164410188794136, 0.04471280425786972, -0.03328463062644005, 0.028993034735322, 0.06665809452533722, 0.08893712610006332, 0.054387446492910385, -0.04061988368630409, 0.0017383800586685538, -0.05402320623397827, -0.03263506293296814, 0.026513727381825447, -0.01438634842634201, -0.0052203708328306675, -0.01772712916135788, -0.0544978491961956, -0.01735670119524002, -0.16365759074687958, 0.006336376070976257, -0.06602673977613449, 0.009680270217359066, -0.11255545914173126, 0.06475707143545151, -0.01344223227351904, 0.05868681147694588, -0.02570902742445469, -0.01753835938870907, 0.05197104811668396, 0.0625123456120491, 0.03593387082219124, 0.03617558255791664, -0.05500268563628197, -0.029204459860920906, 0.039233725517988205, 0.07577396929264069, -0.02795284241437912, 0.010248260572552681, -0.0035633346997201443, 0.02079083025455475, -0.08225473016500473, -0.03514092043042183, 0.01875106245279312, 0.005793929565697908, 0.04275859519839287, 0.0023462343961000443, 0.012967186979949474, 0.03232433646917343, 0.0415630005300045, 0.08829423785209656, 0.028363188728690147, 0.06179150938987732, 0.0910700336098671, -0.018391793593764305, 0.06882116943597794, -0.04163473844528198, 0.019682543352246284, 0.04483580216765404, 0.009831100702285767, -0.036798618733882904, -0.0012435619719326496, 0.03802654147148132, 0.010180026292800903, 0.09070628136396408, -0.03095914237201214, 0.010410337708890438, 0.028208402916789055, 0.024745022878050804, -0.01624426245689392, -0.03737843409180641, -0.007922245189547539, -0.03998566418886185, 0.06877788156270981, 0.022648435086011887, -0.09333030879497528, -0.020584609359502792, 0.006508200895041227, -0.02229985222220421, -0.03363737836480141, 0.047546371817588806, -0.0044100345112383366, -0.04200965166091919, -0.013387131504714489, -0.04722730442881584, 0.05217725783586502, -0.012295573949813843, -0.007837788201868534, -0.07385396212339401, -0.009907429106533527, -0.0013867603847756982, 0.07051476836204529, 0.03499245271086693, -0.018447650596499443, -0.03896845504641533, 0.003704788163304329, -0.016234206035733223, -0.012101775035262108, -0.026755936443805695, -2.506157445701971e-33, 0.1259527951478958, 0.015282661654055119, -0.014950144104659557, 0.015360633842647076, 0.09556322544813156, -0.09787877649068832, 0.019192205742001534, 0.06558004021644592, -0.07383450865745544, -0.01448789518326521, 0.020643021911382675, -0.006004043389111757, -0.04231860488653183, 0.0197478998452425, 0.1079169511795044, -0.1105475053191185, -0.11219920963048935, 0.050871774554252625, 0.006530533079057932, -0.014699988067150116, -0.05479521304368973, -0.0795869454741478, -0.027745749801397324, -0.027717754244804382, 0.07107184082269669, 0.0267117228358984, 0.07594660669565201, 0.018660549074411392, 0.0490676574409008, 0.027054438367486, -0.07500255852937698, 0.031742703169584274, 0.023560352623462677, 0.036167025566101074, -0.041547637432813644, -0.04533565044403076, 0.0071663642302155495, -0.04115850478410721, -0.020381487905979156, 0.01828356832265854, -0.015147660858929157, 0.014840325340628624, -0.022163517773151398, -0.01008205208927393, 0.0597563311457634, 0.00633358396589756, 0.10529229044914246, -0.146821990609169, 0.04256376624107361, 0.014104444533586502, -0.024226069450378418, 0.017503853887319565, 0.03495737910270691, 0.03979748860001564, 0.06020050868391991, 0.0008831170271150768, 0.09607355296611786, -0.054562415927648544, 0.007126304786652327, 0.05889838561415672, -0.07798516750335693, 0.028941994532942772, 0.0023711188696324825, 0.016265183687210083, 0.06277412921190262, 0.07329337298870087, 0.009943622164428234, 0.10030508786439896, -0.01172522734850645, 0.030761687085032463, -0.01721014827489853, -0.021113213151693344, -0.027344150468707085, -0.09135475009679794, -0.021478863433003426, -0.04408494383096695, 0.030159372836351395, 0.03962919861078262, -0.025907110422849655, -0.0048070685006678104, -0.009912209585309029, -0.07327309995889664, -0.05062539130449295, -0.010600946843624115, -0.012065397575497627, 0.02947918139398098, 0.052675433456897736, -0.009941264986991882, -0.07292960584163666, 0.04957805946469307, -0.011548280715942383, -0.04399272799491882, -0.054177653044462204, -0.028203126043081284, -0.052759088575839996, 1.0097039132792583e-33, -0.04147534817457199, -0.018488584086298943, -0.08294705301523209, 0.04128401726484299, -0.05525553226470947, -0.008888163603842258, -0.014154789969325066, 0.025930488482117653, -0.004167444072663784, 0.0293387733399868, -0.02531503699719906, 0.028905853629112244, -0.005700954236090183, 0.041100796312093735, -0.0998658761382103, 0.0013862388441339135, -0.05634702742099762, -0.06703061610460281, 0.06384952366352081, -0.01990215852856636, 0.0016771007794886827, 0.07303634285926819, 0.011924919672310352, 0.02297329343855381, -0.014598943293094635, -0.008722184225916862, -0.09413516521453857, -0.01484479196369648, 0.018216166645288467, -0.030787743628025055, 0.06232820823788643, -0.07439326494932175, -0.0550818145275116, -0.012365283444523811, 0.025813011452555656, 0.03453553467988968, -0.07550276815891266, 0.014737829566001892, 0.01587165705859661, -0.02176743559539318, 0.044250644743442535, -0.03099030815064907, -0.07612829655408859, -0.06579533964395523, -0.005058692768216133, -0.01983642578125, 0.0684681311249733, -0.026705997064709663, -0.012115677818655968, 0.018480898812413216, 0.015474417246878147, -0.039051420986652374, -0.058377206325531006, -0.036570463329553604, -0.04843008890748024, 0.01526535116136074, 0.039722394198179245, 0.039739180356264114, -0.0811358392238617, 0.02625664696097374, 0.0372605174779892, -0.020901067182421684, 0.04154335707426071, -0.00971528422087431, -0.002128779189661145, 0.0009815972298383713, -0.050063636153936386, 0.07705958187580109, -0.13398125767707825, 0.04535180330276489, 0.08122045546770096, 0.021373651921749115, -0.008365113288164139, -0.008606619201600552, -0.03311672434210777, -0.018040580675005913, -0.04272083938121796, -0.0127910440787673, -0.0023158432450145483, 0.03602098301053047, 0.05034773424267769, 0.0686715617775917, -0.00846259668469429, 0.04075949266552925, 0.00005773700468125753, 0.1026577427983284, 0.026955783367156982, 0.0069894613698124886, -0.008834108710289001, 0.09301114082336426, -0.046661220490932465, 0.013781579211354256, 0.025593720376491547, 0.09037963300943375, -0.018970128148794174, -2.606743088051644e-8, 0.01982073299586773, 0.04460256174206734, 0.012821225449442863, -0.006854618433862925, 0.09460967034101486, -0.025546176359057426, 0.08259842544794083, 0.12841863930225372, -0.02751600742340088, 0.0952179804444313, -0.06067734956741333, -0.054517123848199844, -0.10637134313583374, 0.05203845351934433, 0.06752236932516098, 0.07943945378065109, 0.017740236595273018, 0.11155067384243011, -0.05811493843793869, -0.12923431396484375, -0.023433813825249672, 0.0006572697311639786, 0.04741021618247032, -0.04091315343976021, -0.09401162713766098, 0.03128592297434807, -0.013703745789825916, -0.035475630313158035, 0.004341039806604385, -0.021795261651277542, -0.0331977903842926, -0.03075745888054371, -0.048960618674755096, 0.00015132715634535998, 0.02649068832397461, 0.03114914335310459, -0.06748605519533157, 0.004478410817682743, 0.015743976458907127, -0.0016437346348538995, -0.0873480960726738, 0.02156945876777172, 0.041997477412223816, 0.06315641105175018, -0.07061260938644409, 0.055113017559051514, -0.14005577564239502, -0.008505687117576599, -0.05130305141210556, -0.04444146156311035, 0.057917796075344086, -0.023941705003380775, -0.08137720823287964, 0.10827779769897461, 0.08464314788579941, 0.04286838322877884, -0.0366186685860157, -0.05137958750128746, -0.0004998777876608074, 0.040687382221221924, 0.001652947743423283, 0.05260533466935158, 0.09698670357465744, 0.12046249955892563 ]
p
And actually our main learning is that the DevOps team really struggled to deploy it, because basically it’s made of a lot of pods.
[ "tags", "tags/vector-image-search" ]
10,849
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ -0.020969968289136887, -0.05394281446933746, 0.04399830102920532, 0.012239950709044933, -0.006539324764162302, -0.06013747304677963, -0.10439135134220123, 0.05458075553178787, -0.018163099884986877, 0.012465182691812515, 0.019761260598897934, 0.04071027413010597, -0.03316260501742363, -0.04510943219065666, 0.01288744155317545, -0.041408564895391464, 0.04857122525572777, -0.05011396110057831, -0.017293870449066162, 0.03304457664489746, 0.05025866627693176, -0.043025996536016464, -0.009103436954319477, 0.02502761036157608, -0.012176604010164738, 0.06800608336925507, -0.030655430629849434, -0.03882308676838875, 0.010560614056885242, -0.01929832436144352, -0.06482479721307755, 0.07469131797552109, 0.0221862755715847, -0.01851225644350052, -0.0470358282327652, 0.016482215374708176, 0.0834757387638092, -0.028933098539710045, -0.023015663027763367, -0.07718618214130402, -0.02572983130812645, -0.05897211283445358, -0.016454249620437622, 0.045313794165849686, -0.0439523421227932, -0.04631916806101799, -0.06921648234128952, -0.0866098403930664, -0.01797480322420597, -0.01915798895061016, -0.11828262358903885, -0.1313994824886322, 0.062331926077604294, 0.055065810680389404, 0.0507190115749836, 0.07078471034765244, -0.10891995579004288, 0.08122480660676956, 0.085311658680439, 0.036954496055841446, 0.0513487234711647, -0.04399183765053749, -0.07133019715547562, 0.05231316015124321, 0.10250543802976608, -0.040025338530540466, -0.01057212520390749, 0.08421264588832855, -0.014795240014791489, -0.059541456401348114, -0.030366210266947746, -0.005539227277040482, 0.006936390418559313, 0.005122446455061436, 0.0010571301681920886, 0.029360663145780563, -0.013454627245664597, 0.07551001012325287, -0.003198337508365512, -0.024565616622567177, -0.0034536318853497505, 0.07070519775152206, -0.0017549976473674178, -0.006185682024806738, 0.02099267952144146, 0.011437215842306614, 0.0004126249114051461, -0.06807943433523178, -0.01917601190507412, 0.017923330888152122, 0.012561828829348087, -0.044689394533634186, 0.06954911351203918, -0.07482706755399704, -0.009724604897201061, 0.0011951082851737738, 0.040080249309539795, 0.008695815689861774, 0.028463978320360184, 0.018379077315330505, 0.014274312183260918, 0.02139769308269024, -0.02727910503745079, -0.045999545603990555, 0.06435425579547882, -0.056105222553014755, -0.074494369328022, -0.06507451832294464, 0.11172907054424286, 0.051231130957603455, -0.018529077991843224, -0.04946306720376015, -0.041225120425224304, 0.06623873859643936, -0.02542092092335224, 0.04916532337665558, -0.0027816472575068474, 0.04769807681441307, 0.06755269318819046, 0.009100664407014847, -0.0460834801197052, -0.06858668476343155, 0.015027017332613468, -0.000150822481373325, -0.04044143855571747, -0.0676557645201683, -0.049838047474622726, -1.5635768312485577e-33, 0.040598586201667786, -0.01932038739323616, -0.043290045112371445, 0.03589662164449692, 0.054073698818683624, -0.04980327561497688, -0.05606986582279205, -0.0019246585434302688, 0.009363878518342972, 0.00549373310059309, -0.06786574423313141, 0.09413175284862518, -0.004872678779065609, -0.008022698573768139, -0.0003686207055579871, -0.0024844130966812372, -0.13019147515296936, 0.11221646517515182, 0.008641968481242657, -0.041218630969524384, 0.0578470416367054, -0.009254241362214088, -0.018165308982133865, -0.004793595522642136, 0.08740172535181046, 0.07481396198272705, 0.018446408212184906, -0.09345913678407669, 0.046556998044252396, 0.021538661792874336, -0.0689910426735878, 0.028001517057418823, 0.0203025434166193, -0.006384133826941252, -0.056139200925827026, 0.07203307747840881, -0.03747747465968132, -0.08277196437120438, -0.021976038813591003, -0.03708662465214729, -0.01365781482309103, -0.01420832984149456, -0.07122389227151871, -0.06094002723693848, 0.05703062564134598, 0.019596096128225327, 0.07873404026031494, -0.08681349456310272, 0.03460904583334923, 0.015184339135885239, -0.041283685714006424, -0.020655129104852676, -0.026332294568419456, 0.03402852267026901, 0.06895506381988525, -0.0061418148688972, 0.05739974603056908, 0.06469538807868958, -0.009943866170942783, 0.09405087679624557, -0.03548300638794899, 0.03783022612333298, -0.021457161754369736, -0.07099626958370209, 0.011016985401511192, 0.1709853559732437, -0.0696190893650055, 0.035258300602436066, 0.028859304264187813, 0.03196651116013527, -0.04458422213792801, 0.05211228132247925, -0.004051558673381805, -0.009565581567585468, -0.04746690019965172, -0.04621979221701622, -0.02845943346619606, 0.0050966814160346985, -0.03591592237353325, 0.039898667484521866, 0.0013892152346670628, -0.03961716964840889, 0.0005683539784513414, 0.05994268134236336, -0.09888408333063126, 0.005921412259340286, 0.05168581381440163, 0.055581845343112946, -0.06685786694288254, 0.06977258622646332, 0.019408274441957474, 0.040262896567583084, -0.020211096853017807, -0.01654078997671604, -0.020432667806744576, -7.886048134911096e-34, 0.009230399504303932, -0.033956050872802734, 0.008231713436543941, 0.045600779354572296, -0.06290314346551895, 0.06299874186515808, 0.007924146018922329, 0.018389703705906868, 0.06459882110357285, 0.03168267011642456, 0.014843534678220749, -0.008637014776468277, -0.024514952674508095, 0.05856333300471306, -0.03377775102853775, -0.01343556772917509, -0.008186294697225094, -0.05399598181247711, 0.0034823529422283173, -0.039800480008125305, -0.009922982193529606, 0.09154365211725235, 0.006298048887401819, 0.051580894738435745, 0.003362577175721526, -0.013066775165498257, 0.023123541846871376, -0.05177728086709976, -0.029191002249717712, -0.027093183249235153, 0.0297355055809021, -0.06246105208992958, -0.08645079284906387, -0.01419349480420351, 0.03287653625011444, -0.012106808833777905, -0.0756261944770813, 0.08065105974674225, -0.006582720670849085, -0.10985586047172546, 0.061576586216688156, 0.005193026270717382, -0.08750545978546143, -0.05308627337217331, -0.05399511754512787, -0.05461942031979561, 0.01196715235710144, 0.042776089161634445, -0.04325706884264946, -0.053640108555555344, 0.019297471269965172, -0.08608566224575043, -0.1007172241806984, -0.05718211457133293, -0.09657977521419525, -0.010401817969977856, 0.06978801637887955, 0.01710258051753044, -0.024246428161859512, -0.04768461361527443, 0.053647950291633606, -0.04233825206756592, -0.01967099867761135, 0.0033879950642585754, 0.017862528562545776, -0.01321567501872778, -0.012489684857428074, 0.055921975523233414, 0.027998527511954308, 0.028987828642129898, 0.09430951625108719, -0.0288938507437706, 0.05902557820081711, 0.014273048378527164, 0.07110288739204407, -0.0355222150683403, -0.003884977428242564, -0.07760920375585556, 0.03942061588168144, -0.08361583948135376, 0.013517498038709164, 0.1412498503923416, 0.07233500480651855, 0.07255958020687103, 0.04411711543798447, 0.1276101917028427, 0.027121273800730705, 0.015538172796368599, 0.020017525181174278, 0.0850130021572113, -0.010825877077877522, 0.01039327122271061, 0.03468795493245125, 0.17094740271568298, 0.003604857949540019, -2.499492168794859e-8, 0.08802042156457901, 0.0038040997460484505, 0.016104668378829956, 0.04498942941427231, -0.04692487791180611, -0.013582848012447357, -0.003723432309925556, 0.02361738495528698, -0.029728351160883904, 0.08099022507667542, -0.028290685266256332, -0.012061553075909615, -0.1420770138502121, 0.05376748368144035, 0.05281984061002731, 0.03253571316599846, 0.018578875809907913, 0.06599161028862, -0.06667303293943405, -0.0009193721925839782, -0.10078384727239609, -0.02759644389152527, 0.015913477167487144, 0.008960450999438763, 0.007695972919464111, 0.0802776962518692, 0.01871551387012005, 0.012211130931973457, 0.05527783930301666, -0.06567475944757462, -0.08612698316574097, 0.011052788235247135, -0.07498075067996979, 0.013054209761321545, -0.012220419943332672, 0.030665075406432152, -0.009977800771594048, 0.010078873485326767, -0.01677926629781723, -0.029492400586605072, -0.08276887238025665, -0.05181735008955002, -0.05296516418457031, 0.029985258355736732, 0.0058992221020162106, 0.04579780623316765, 0.010407074354588985, -0.03488672897219658, -0.037214118987321854, 0.06222556531429291, 0.012771458365023136, -0.01447333488613367, 0.06035822257399559, 0.024879682809114456, -0.004483663942664862, 0.004047911148518324, -0.07029017060995102, -0.049388185143470764, 0.027854491025209427, -0.00426797941327095, 0.043498408049345016, 0.051390208303928375, 0.07030554115772247, 0.07999873161315918 ]
p
And the documentations about how these pods are supposed to interact together is not really perfect.
[ "tags", "tags/vector-image-search" ]
10,850
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ -0.03391648083925247, 0.04298882558941841, 0.025257201865315437, 0.020687881857156754, 0.062151651829481125, -0.025622975081205368, 0.014835238456726074, -0.0025506962556391954, -0.10377064347267151, -0.0368763729929924, 0.02571289986371994, 0.06936585903167725, -0.007051507011055946, -0.007108832243829966, -0.01344724465161562, -0.03356010094285011, -0.0071653155609965324, -0.014417491853237152, -0.011690331622958183, -0.07412320375442505, 0.03024202585220337, 0.02511579357087612, 0.025156641378998756, 0.005408835597336292, 0.04963965713977814, 0.012323047965765, -0.023519650101661682, -0.0200821403414011, 0.02660038135945797, -0.08189140260219574, 0.02446136064827442, 0.10581646114587784, -0.02162618562579155, -0.06458429247140884, -0.02014237828552723, -0.030370522290468216, -0.009717895649373531, 0.038922905921936035, 0.019969236105680466, 0.01653418503701687, 0.005493125878274441, 0.03797326982021332, -0.057779472321271896, -0.03395910933613777, -0.00985601544380188, -0.054989609867334366, 0.07146181911230087, -0.02813359722495079, 0.13221393525600433, -0.055508505553007126, 0.00389456725679338, -0.04399950057268143, 0.015611356124281883, -0.009341460652649403, 0.008058296516537666, 0.039335593581199646, 0.04594423621892929, 0.026401527225971222, 0.0824921727180481, 0.078179270029068, -0.01371262688189745, -0.05091530457139015, -0.008983924984931946, 0.04100160673260689, 0.03386722132563591, 0.005827749613672495, -0.055218663066625595, -0.061397187411785126, -0.01926601119339466, 0.028464682400226593, 0.004323490429669619, -0.03570128232240677, -0.028570175170898438, 0.03901094198226929, 0.02902904339134693, 0.02595074474811554, -0.021353036165237427, -0.01943918503820896, 0.044636454433202744, 0.02572399191558361, -0.008695947006344795, -0.05015663430094719, -0.0287327840924263, -0.01991509273648262, 0.13178539276123047, 0.030541399493813515, -0.016892436891794205, 0.03594160079956055, 0.036812394857406616, 0.03492792323231697, 0.05328427255153656, -0.034105073660612106, 0.04228638857603073, 0.020622618496418, 0.02603839710354805, -0.07942862063646317, 0.09285564720630646, -0.02001604251563549, 0.00866464152932167, 0.08348400145769119, -0.05078790336847305, 0.002857411280274391, 0.008148033171892166, 0.07358873635530472, 0.06736884266138077, -0.04007624089717865, 0.14565247297286987, -0.006645746994763613, 0.00940953753888607, -0.06315986812114716, -0.017142279073596, 0.03465286269783974, 0.019840801134705544, 0.003595998976379633, -0.0625843033194542, -0.05565568432211876, -0.042336512356996536, 0.03957054764032364, 0.007759322877973318, 0.0472431406378746, 0.12031878530979156, -0.03449421748518944, -0.08000846952199936, -0.030190162360668182, 0.014578711241483688, 0.0005927776219323277, 0.07028833776712418, -4.283284682625483e-33, 0.008928242139518261, -0.013742339797317982, -0.019274979829788208, -0.012449091300368309, 0.03884996101260185, -0.027798885479569435, 0.006987352855503559, 0.06092687323689461, -0.04986369237303734, -0.006636823993176222, 0.1306309998035431, -0.1139516606926918, 0.008478174917399883, -0.11395137012004852, -0.03484158217906952, 0.004469528328627348, -0.04904111847281456, 0.004920739680528641, 0.04623794928193092, 0.042632799595594406, -0.010856881737709045, -0.022177809849381447, -0.037401966750621796, -0.08058897405862808, 0.012379888445138931, 0.10588555783033371, -0.05610726401209831, 0.02052701637148857, 0.033725105226039886, 0.058542899787425995, 0.017392506822943687, -0.01001642644405365, -0.024779558181762695, 0.04618169739842415, 0.03854144737124443, 0.003682783106341958, 0.006045868154615164, -0.14684931933879852, -0.07711338251829147, 0.00007212893251562491, 0.0032093157060444355, 0.03684775158762932, -0.05095304548740387, -0.010443584062159061, 0.00819370523095131, -0.0033107451163232327, -0.0075406162068247795, -0.004785938188433647, -0.10192606598138809, 0.08339583873748779, -0.0026784497313201427, 0.1149914488196373, 0.049307577311992645, 0.05569325387477875, 0.006056948099285364, 0.034007728099823, 0.062475353479385376, -0.029613949358463287, -0.02365989424288273, 0.02580939792096615, -0.021628903225064278, 0.02848019264638424, 0.10209306329488754, -0.05130361020565033, 0.04483259841799736, 0.044657573103904724, -0.0049104103818535805, 0.04304652661085129, -0.05025067552924156, -0.0227655041962862, -0.04332605004310608, -0.03961484134197235, -0.02755901589989662, -0.014800732024013996, -0.06864099949598312, -0.05543574318289757, 0.032684627920389175, -0.01305594202131033, -0.04025319591164589, -0.02986964024603367, 0.015613146126270294, -0.0450117252767086, 0.07710861414670944, -0.04513859748840332, -0.03958701342344284, -0.02856019139289856, 0.07094671577215195, 0.002864191075786948, -0.0149154681712389, 0.016451232135295868, -0.07335848361253738, -0.00046724750427529216, 0.011301055550575256, -0.02229686640202999, 0.05504492297768593, 1.8633227479204562e-33, -0.1786055713891983, 0.0152596989646554, -0.06350154429674149, 0.05723649635910988, 0.008169782347977161, -0.026374924927949905, 0.031675539910793304, 0.04035699740052223, -0.02161264419555664, 0.02300494909286499, -0.019511142745614052, 0.0023282107431441545, -0.055152907967567444, 0.01776057481765747, 0.0898936539888382, 0.05557074770331383, 0.061838023364543915, 0.0636901929974556, -0.0009447112097404897, 0.11019182950258255, 0.07561694085597992, -0.022940242663025856, -0.0052096182480454445, -0.0000044696612349071074, -0.03250334411859512, 0.09238996356725693, -0.043004415929317474, 0.028736624866724014, -0.009658736176788807, -0.02922462299466133, 0.028542201966047287, 0.07458866387605667, -0.04398249462246895, 0.01423423457890749, 0.007851430214941502, 0.05236572399735451, -0.03643311560153961, -0.015435188077390194, 0.020653188228607178, -0.011397503316402435, 0.025271166115999222, 0.03437396511435509, -0.029529672116041183, 0.10779927670955658, 0.040986061096191406, 0.0063103605061769485, -0.033891625702381134, 0.041994743049144745, 0.024502094835042953, 0.03994366154074669, -0.05413347855210304, -0.051972486078739166, 0.002635030075907707, -0.0755016952753067, -0.06873100996017456, -0.006459399126470089, -0.08446509391069412, 0.04691377654671669, 0.06772269308567047, -0.04590192064642906, -0.08696402609348297, -0.07381284981966019, -0.05122574418783188, -0.10615111142396927, 0.050491660833358765, 0.04214143380522728, -0.06455739587545395, 0.01614263653755188, -0.11329590529203415, -0.023924097418785095, 0.04268161207437515, -0.0016174373449757695, -0.10646773129701614, 0.04781905561685562, -0.03517421707510948, 0.00890728272497654, -0.05748160555958748, -0.04979750141501427, 0.0044714719988405704, -0.06024879589676857, -0.036731161177158356, 0.04281030222773552, -0.07144489139318466, -0.02114267088472843, -0.052089873701334, 0.12994174659252167, -0.05729515478014946, -0.07004193216562271, -0.04367339611053467, -0.011598769575357437, 0.03082658350467682, -0.03820507600903511, 0.022938665002584457, 0.08870135992765427, -0.028517821803689003, -2.458479997358154e-8, 0.01588284969329834, 0.050043076276779175, -0.052246950566768646, 0.01738746650516987, 0.07814960926771164, -0.03166445344686508, 0.09575246274471283, 0.01913435570895672, 0.00574755622074008, 0.0990285575389862, -0.05303899571299553, 0.006827454082667828, 0.07575669884681702, 0.07361840456724167, 0.060499150305986404, -0.0062825558707118034, -0.08389453589916229, -0.029471227899193764, -0.09684845805168152, -0.01350684929639101, -0.05790574103593826, 0.05864081531763077, -0.014607970602810383, -0.059392571449279785, -0.06009012833237648, 0.0032113746274262667, -0.02138485200703144, 0.05584557354450226, 0.10892222821712494, -0.020139571279287338, 0.04557304084300995, -0.007947694510221481, -0.003893464570865035, 0.03205425664782524, -0.1389518827199936, -0.001178172416985035, 0.015467340126633644, 0.0028561174403876066, 0.07527358829975128, -0.09074320644140244, -0.019827451556921005, 0.02945311926305294, 0.016635064035654068, 0.02605842798948288, 0.01602715067565441, 0.056542906910181046, 0.01256380695849657, -0.0636129379272461, -0.007513385731726885, -0.10561680048704147, 0.03128230199217796, 0.02116682566702366, 0.0030356678180396557, 0.02716680057346821, 0.10865805298089981, 0.007327748462557793, -0.0113615021109581, -0.09690950810909271, -0.07897108048200607, -0.0013209525495767593, -0.031018244102597237, -0.05461813136935234, -0.039777595549821854, 0.05072857812047005 ]
p
And it was really buggy at this time.
[ "tags", "tags/vector-image-search" ]
10,851
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ 0.04171288385987282, 0.07158016413450241, 0.08977634459733963, 0.00461204070597887, 0.05514145642518997, -0.014278564602136612, 0.013967027887701988, 0.00786520168185234, -0.004323178436607122, 0.0427812784910202, 0.08086597919464111, 0.11299288272857666, 0.08299358934164047, -0.009511463344097137, 0.027679260820150375, 0.023313969373703003, 0.04833787679672241, -0.08918452262878418, -0.005884742364287376, -0.012843094766139984, -0.08172491937875748, 0.008356433361768723, -0.04540540277957916, 0.05295867845416069, 0.043825581669807434, 0.014273378066718578, -0.056349899619817734, 0.023693908005952835, -0.009120695292949677, 0.02964095026254654, -0.013894478790462017, 0.12325502932071686, -0.04926244169473648, 0.011385959573090076, 0.03854215145111084, 0.05343443900346756, 0.027500951662659645, 0.021262485533952713, -0.02976842224597931, 0.022002309560775757, -0.01793762296438217, 0.001167883863672614, -0.018158916383981705, 0.08563193678855896, -0.02122688665986061, -0.075813427567482, 0.0173239316791296, -0.04184741526842117, 0.07308504730463028, 0.042529936879873276, 0.03780767694115639, -0.0557599775493145, -0.06014614924788475, -0.08084729313850403, -0.0434652604162693, -0.044328656047582626, -0.04758775606751442, 0.033491961658000946, 0.002727883169427514, 0.085047647356987, -0.017947716638445854, -0.03798646479845047, -0.014088773168623447, 0.032131846994161606, 0.04933876544237137, -0.017141614109277725, 0.039886437356472015, -0.0900554209947586, -0.06305818259716034, -0.014024156145751476, 0.03678223863244057, 0.011587312445044518, -0.0018762137042358518, -0.07107321918010712, -0.06685801595449448, 0.02571139484643936, 0.04950912296772003, 0.09774235635995865, 0.10222498327493668, -0.04218487814068794, 0.06497214734554291, -0.05070188269019127, -0.08044002950191498, 0.05527050420641899, -0.02303285524249077, -0.019669590517878532, 0.06942249089479446, -0.11392199248075485, -0.003967856522649527, 0.019591836258769035, 0.048996105790138245, 0.013633309863507748, -0.009586112573742867, 0.02265840582549572, -0.05071515962481499, -0.009471794590353966, 0.05310147628188133, 0.05439049005508423, -0.026415608823299408, 0.06381722539663315, 0.008345312438905239, -0.01628720387816429, 0.001699905376881361, -0.06147310510277748, -0.037077125161886215, -0.014134066179394722, 0.019967440515756607, 0.018979787826538086, -0.03393492475152016, 0.04244296997785568, -0.0581701286137104, 0.043861642479896545, -0.03355364501476288, -0.015703553333878517, -0.007043964229524136, 0.04758971557021141, -0.11498243361711502, 0.01049298606812954, -0.028201520442962646, 0.10957437008619308, -0.002855832688510418, 0.009461184032261372, -0.0023727493826299906, -0.0415036641061306, -0.014770952984690666, 0.021962041035294533, 0.05845978856086731, -3.450742645365521e-33, 0.0219914261251688, 0.016289355233311653, -0.0566190741956234, -0.009115497581660748, 0.03186357021331787, -0.0314793661236763, 0.0016988464631140232, -0.0328146368265152, 0.00024377787485718727, -0.0709950253367424, 0.0005754693993367255, -0.04159559682011604, 0.012766550295054913, -0.008041844703257084, 0.05314311012625694, -0.08416889607906342, 0.00034353352384641767, 0.11985538899898529, 0.08012723922729492, -0.038984283804893494, 0.02670225128531456, -0.07521729171276093, -0.002264332724735141, 0.03135514259338379, 0.04616302624344826, 0.06883528083562851, 0.03404185548424721, 0.03890569508075714, 0.03826142102479935, 0.039714913815259933, -0.010344264097511768, 0.06126968190073967, 0.04283113405108452, -0.04415678605437279, -0.008963527157902718, 0.04102974757552147, 0.03905123099684715, -0.10710667073726654, 0.011313777416944504, 0.017594007775187492, -0.08538191765546799, 0.004675050266087055, -0.030636727809906006, 0.011354868300259113, -0.055219411849975586, -0.04660199210047722, 0.017186449840664864, -0.05585898458957672, -0.025257928296923637, 0.02437858283519745, 0.008088544011116028, 0.038172632455825806, -0.021973924711346626, 0.07977258414030075, 0.052116990089416504, 0.022719763219356537, 0.07850852608680725, -0.04715750366449356, -0.03037959523499012, 0.0003395400126464665, 0.004660099744796753, 0.002806824166327715, -0.010675154626369476, 0.019356053322553635, 0.011902549304068089, 0.006969050038605928, 0.05112988501787186, 0.030463121831417084, -0.05916443094611168, 0.06563764065504074, -0.02689700573682785, -0.007996534928679466, 0.056997254490852356, -0.04648316279053688, -0.0072796703316271305, -0.07235540449619293, -0.022740643471479416, -0.01807502657175064, 0.034198351204395294, -0.017419107258319855, -0.005969195161014795, 0.021108141168951988, -0.005775697063654661, 0.03647155687212944, 0.04215859994292259, -0.06902924180030823, 0.11012046784162521, -0.05227769538760185, -0.10782216489315033, 0.025696132332086563, 0.005994243547320366, 0.028661111369729042, -0.0269863810390234, -0.0320943258702755, 0.05200939252972603, 2.9819367638163764e-33, -0.14469771087169647, 0.043790802359580994, -0.042631231248378754, -0.0020903018303215504, 0.012303895317018032, -0.06008113548159599, -0.0053475722670555115, 0.04742424935102463, -0.013681147247552872, 0.08555333316326141, -0.007932724431157112, 0.010924291796982288, -0.10505126416683197, 0.02549804374575615, -0.05939001590013504, 0.005416517611593008, 0.05902279168367386, -0.05453150346875191, 0.07149284332990646, -0.056875068694353104, 0.1275913119316101, 0.04288109391927719, 0.005638381466269493, 0.029229944571852684, 0.04113858565688133, 0.00039518895209766924, -0.1249057948589325, 0.05282384157180786, 0.04431956633925438, -0.055703457444906235, 0.047680143266916275, -0.026337482035160065, -0.06078270077705383, 0.010787890292704105, 0.022892313078045845, 0.08214619755744934, -0.06240164488554001, 0.07513890415430069, -0.06382109969854355, -0.037866100668907166, 0.049754559993743896, -0.06064249575138092, -0.07723390311002731, 0.00814174022525549, -0.05088609829545021, 0.0458453930914402, 0.04672326147556305, -0.052876826375722885, 0.08062277734279633, 0.028565218672156334, 0.04615028575062752, -0.0893494039773941, 0.019706102088093758, 0.045848775655031204, -0.08830409497022629, 0.033491119742393494, 0.04899314418435097, -0.023771530017256737, 0.000014637401363870595, -0.0009363258723169565, 0.07449910044670105, -0.04431401565670967, 0.020582422614097595, -0.007214962039142847, -0.02166563645005226, 0.02835696004331112, 0.029347268864512444, 0.06869043409824371, -0.04185239225625992, 0.017032671719789505, 0.017444901168346405, 0.0036136633716523647, -0.053021498024463654, -0.02056300640106201, -0.026228362694382668, 0.03474470227956772, -0.09955333173274994, 0.038374945521354675, -0.04642084985971451, -0.020365668460726738, 0.005959163885563612, -0.036809880286455154, -0.038366854190826416, 0.008836466819047928, -0.044966746121644974, 0.0033270269632339478, 0.016666008159518242, -0.043554529547691345, -0.009636176750063896, 0.06058043986558914, -0.08734234422445297, -0.030186813324689865, 0.0014769636327400804, 0.07575993984937668, -0.06764865666627884, -2.0156431190798685e-8, -0.0791146457195282, 0.0817340835928917, -0.0032870834693312645, 0.04911486431956291, 0.04223620146512985, -0.11290834844112396, 0.04941188544034958, 0.15115255117416382, 0.06566031277179718, 0.08438265323638916, -0.004525334574282169, -0.045291319489479065, -0.07620043307542801, 0.0946473553776741, -0.009373944252729416, 0.03057107888162136, -0.05217912048101425, -0.021283429116010666, -0.033377569168806076, -0.08460202068090439, -0.06936657428741455, 0.025436360388994217, -0.02998977154493332, -0.03778672218322754, -0.013857530429959297, 0.042904049158096313, -0.023550929501652718, 0.0533258318901062, 0.06198108196258545, 0.07615022361278534, -0.08556406944990158, -0.06825783103704453, -0.01824239082634449, 0.00729792146012187, -0.05651016905903816, 0.013331311754882336, -0.047364335507154465, 0.0018405764130875468, 0.018048936501145363, -0.007088819053024054, -0.12895168364048004, 0.01137258019298315, 0.04112555831670761, 0.035363420844078064, 0.06730204820632935, 0.013049067929387093, -0.10722491890192032, 0.06773272901773453, -0.0021181264892220497, -0.10100214183330536, 0.02252473309636116, -0.06578618288040161, -0.0670328289270401, 0.005740998312830925, 0.04959147796034813, 0.02163061499595642, 0.06368780136108398, -0.00023388060799334198, 0.05287573114037514, 0.029920434579253197, -0.1410035640001297, -0.025739671662449837, 0.014511168003082275, 0.05398876592516899 ]
p
So the clients lost a lot of time and money in this deployment.
[ "tags", "tags/vector-image-search" ]
10,852
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
[ -0.05610299110412598, 0.056423287838697433, 0.043614570051431656, -0.06528723239898682, 0.010197498835623264, -0.0004221249255351722, -0.09179610013961792, -0.002224849071353674, -0.06458012014627457, -0.06046120077371597, -0.0646747350692749, 0.012508190236985683, 0.0015752519248053432, 0.00024820276303216815, 0.016586411744356155, -0.02663026750087738, 0.04199860617518425, 0.0235260259360075, -0.013242890127003193, 0.04760342091321945, 0.02005266584455967, -0.059803977608680725, -0.05952049419283867, 0.0016506474930793047, 0.021271221339702606, 0.022610951215028763, -0.04072240740060806, -0.024772072210907936, 0.05396284535527229, -0.09150313585996628, -0.04117203876376152, 0.04935982823371887, -0.040194228291511536, 0.015399123542010784, -0.026975786313414574, -0.04330412670969963, -0.014961802400648594, 0.0020525427535176277, 0.008261389099061489, -0.07487577944993973, -0.03714269399642944, -0.000879353960044682, 0.019489841535687447, -0.02958410233259201, 0.010148114524781704, -0.0045938086695969105, 0.07327613234519958, 0.007507584057748318, -0.07683555036783218, -0.0674065575003624, -0.0294514000415802, -0.08176224678754807, 0.04272707551717758, -0.05355212092399597, -0.003647476900368929, 0.022227106615900993, 0.01086798869073391, -0.028552044183015823, 0.05257868766784668, 0.031166421249508858, 0.07514642179012299, -0.03483591973781586, -0.02220676839351654, 0.08260368555784225, 0.028713256120681763, -0.06607605516910553, 0.012074717320501804, -0.07711995393037796, -0.0005623511387966573, 0.07949608564376831, -0.01604047231376171, 0.019928647205233574, -0.02786950208246708, -0.007404553238302469, 0.12525545060634613, 0.05130970478057861, -0.01426605973392725, -0.043204668909311295, 0.040892183780670166, 0.023302672430872917, 0.03575136885046959, -0.0935460701584816, -0.018977545201778412, 0.06094202771782875, 0.11239701509475708, -0.06196613237261772, -0.08179854601621628, -0.04664277657866478, -0.051275212317705154, 0.004656430333852768, 0.018556658178567886, 0.011925618164241314, 0.03259856998920441, -0.005425808019936085, 0.021974558010697365, -0.021896159276366234, 0.0011716262670233846, 0.06037072092294693, 0.10666317492723465, 0.04190124571323395, 0.032954294234514236, 0.05100350081920624, 0.03350155055522919, 0.07431907206773758, -0.025506142526865005, -0.02178800106048584, 0.023757988587021828, 0.03392963483929634, -0.004171607084572315, -0.04220376908779144, 0.027516646310687065, -0.036104150116443634, 0.08676419407129288, -0.017521223053336143, -0.08859797567129135, -0.04905000329017639, -0.061413709074258804, 0.04316544905304909, 0.006432822905480862, 0.05572667717933655, -0.05091988667845726, -0.00006495222623925656, -0.06809300184249878, -0.023909391835331917, -0.007348571438342333, 0.08936335891485214, -0.04633432626724243, -1.952165141587666e-33, 0.03942590951919556, 0.10566802322864532, -0.03077595867216587, -0.03447931259870529, 0.05512293055653572, -0.01000860333442688, -0.07583347707986832, 0.03348014876246452, -0.020704373717308044, -0.021920211613178253, -0.004918575752526522, 0.06951398402452469, -0.021124059334397316, 0.002849641954526305, 0.03790529817342758, -0.04678193852305412, -0.0809168592095375, 0.09263955056667328, -0.09920958429574966, 0.04467648267745972, -0.016175581142306328, -0.04790103808045387, 0.03157900273799896, -0.041354209184646606, 0.0026180127169936895, 0.050411272794008255, 0.06517666578292847, 0.007030695676803589, 0.030532028526067734, 0.010443514212965965, -0.07919199764728546, 0.045673541724681854, 0.0500754714012146, 0.02451135590672493, 0.026846053078770638, 0.03508751094341278, 0.07533641159534454, -0.08329078555107117, -0.04828311502933502, 0.014228408224880695, -0.03892116993665695, 0.05436912924051285, -0.01972443051636219, -0.01532517559826374, 0.05298116058111191, 0.03910195827484131, 0.11454670131206512, 0.01837366446852684, -0.10568618774414062, 0.05064607411623001, 0.0006770390900783241, 0.06597600132226944, -0.12233345210552216, -0.035444505512714386, 0.04788007587194443, -0.015817271545529366, 0.02565436065196991, -0.09684950113296509, 0.014536582864820957, 0.1045166477560997, -0.03595249727368355, -0.01997927948832512, 0.05781955644488335, -0.010753580369055271, 0.012667124159634113, 0.0521080456674099, 0.058652959764003754, -0.039880506694316864, -0.013710576109588146, 0.03047197125852108, -0.011420894414186478, -0.03232940286397934, -0.04687182605266571, -0.04569781944155693, 0.028097758069634438, -0.04507068172097206, -0.047281716018915176, 0.06254950165748596, 0.029471639543771744, -0.04702465981245041, -0.15534989535808563, 0.07525564730167389, 0.01616079732775688, -0.08717585355043411, -0.06991629302501678, -0.04218143969774246, 0.07748787850141525, -0.08804049342870712, -0.05509592592716217, -0.02240910939872265, 0.047957587987184525, 0.0013386765494942665, 0.024486908689141273, 0.010579757392406464, 0.07330381125211716, 9.010206443381066e-34, -0.09298428148031235, -0.02177613601088524, -0.007611171808093786, 0.027381638064980507, 0.015835244208574295, -0.038823094218969345, 0.06098262593150139, 0.049665533006191254, 0.010576186701655388, -0.016332972794771194, 0.08431105315685272, -0.00830284133553505, -0.0414455346763134, -0.037912510335445404, -0.14486457407474518, -0.1131342351436615, 0.04212159663438797, -0.014649364165961742, 0.009723218157887459, -0.02540527656674385, 0.17838919162750244, 0.043321575969457626, -0.03227509558200836, -0.01279526948928833, -0.007962362840771675, 0.06642895936965942, -0.056911956518888474, -0.13086020946502686, 0.00974632054567337, 0.012120228260755539, 0.023305527865886688, -0.0022717793472111225, -0.08355853706598282, 0.005168706178665161, 0.07392503321170807, 0.09259212762117386, -0.024325812235474586, 0.06469710916280746, 0.027173923328518867, -0.08183702826499939, 0.00878469180315733, 0.05062954127788544, -0.08944115042686462, 0.049504563212394714, 0.01884276606142521, -0.04847998172044754, 0.04008380323648453, -0.057652488350868225, 0.014897213317453861, 0.0240535419434309, 0.02890891395509243, -0.0011849768925458193, -0.03484047204256058, -0.042856477200984955, -0.06781485676765442, 0.03225746378302574, -0.08127981424331665, 0.011521829292178154, 0.047861844301223755, 0.10014139860868454, -0.014534739777445793, 0.024528490379452705, -0.056411150842905045, -0.01746620237827301, 0.06187981367111206, 0.0070753502659499645, 0.027580302208662033, 0.050029948353767395, -0.029679803177714348, 0.058695923537015915, -0.0006884922040626407, -0.04328201338648796, 0.003416503546759486, 0.04784305766224861, -0.015462161041796207, -0.03980117291212082, -0.010929812677204609, 0.05974850803613663, -0.016934523358941078, 0.06930414587259293, -0.004955588839948177, -0.01623549684882164, 0.046737413853406906, 0.04965044558048248, 0.03475300595164299, 0.12564443051815033, -0.04006784036755562, -0.02635890804231167, -0.01617465168237686, 0.10201475769281387, -0.06837382912635803, 0.06011011824011803, -0.0076720076613128185, -0.003836610820144415, -0.015650060027837753, -2.743137983429733e-8, -0.030736953020095825, 0.03172125294804573, -0.051407624036073685, -0.0059769414365291595, -0.05159200727939606, -0.03184972703456879, -0.009377752430737019, 0.05006258189678192, -0.03598756343126297, 0.033010076731443405, -0.028149014338850975, -0.06775888055562973, 0.0032125806901603937, 0.07972055673599243, 0.0514596663415432, -0.004388644825667143, -0.0235021710395813, 0.03084208443760872, -0.06161871552467346, 0.003223705803975463, -0.08310787379741669, 0.058716073632240295, -0.006486359052360058, -0.0047798193991184235, -0.09409826248884201, 0.03336077556014061, -0.06508152931928635, 0.014565194956958294, -0.03307744115591049, -0.00306908437050879, -0.044739555567502975, -0.014705531299114227, 0.01893197000026703, -0.009753536432981491, 0.011178585700690746, -0.020476458594202995, -0.08582024276256561, 0.042378995567560196, 0.023078856989741325, -0.040778256952762604, -0.04706166684627533, 0.02546468749642372, 0.069216288626194, 0.06881032884120941, 0.04414946958422661, 0.03244668245315552, 0.019760746508836746, 0.032136980444192886, -0.1090637594461441, -0.004161967895925045, 0.04642130434513092, 0.0008768864208832383, -0.04450459033250809, -0.011199591681361198, 0.0914967730641365, -0.024675391614437103, 0.0686660185456276, -0.02013770304620266, 0.003495766082778573, 0.0617712065577507, 0.07537049800157547, -0.06272593140602112, -0.03813352435827255, 0.06873104721307755 ]
p
The challenges, other challenges we faced is that we noticed that the matching wasn’t very resilient to large distortions.
[ "tags", "tags/vector-image-search" ]
10,853
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,854
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ 0.06374753266572952, -0.00671927398070693, -0.020449653267860413, -0.04239192232489586, -0.008557243272662163, -0.005295829847455025, 0.02722086012363434, -0.018897632136940956, -0.059502679854631424, 0.06634454429149628, 0.06441112607717514, 0.0821480005979538, 0.027761083096265793, 0.0564124621450901, -0.02862444706261158, -0.0032584869768470526, 0.05730291083455086, -0.04836215078830719, -0.05189669504761696, 0.08335241675376892, 0.03492986038327217, -0.033700473606586456, -0.029848743230104446, -0.08493068069219589, 0.03680792823433876, 0.009620482102036476, -0.034382663667201996, -0.04182646423578262, 0.01532974187284708, -0.008056426420807838, -0.015157781541347504, 0.019098946824669838, -0.11135759204626083, -0.02278945781290531, -0.011131910607218742, 0.03720395267009735, -0.04066177085042, -0.053556010127067566, -0.02085472270846367, 0.03502759709954262, -0.08306884765625, -0.02318858914077282, 0.032829347997903824, 0.009363263845443726, -0.017149699851870537, -0.03265007585287094, 0.04675838723778725, -0.09417355060577393, 0.03247487545013428, -0.051159005612134933, 0.04540563002228737, 0.0222772266715765, 0.03877952694892883, 0.04098993539810181, 0.04899141192436218, 0.08947907388210297, 0.022256620228290558, 0.004796438850462437, 0.005396876484155655, -0.03597633168101311, 0.07266215234994888, 0.031670019030570984, 0.012900261208415031, 0.015808897092938423, 0.06020297482609749, -0.009973570704460144, -0.11640404909849167, -0.03301546722650528, -0.04825372248888016, -0.0013593353796750307, -0.060583312064409256, -0.024913113564252853, 0.029115863144397736, 0.05379657819867134, -0.010548613965511322, -0.044339895248413086, -0.06403537094593048, -0.06988473236560822, -0.05988418310880661, 0.009380294941365719, -0.0646418035030365, -0.007023281883448362, -0.015095884911715984, 0.016216140240430832, -0.010429230518639088, 0.021907901391386986, 0.08319272100925446, -0.03010110929608345, -0.0775211974978447, 0.04071422293782234, 0.014994636178016663, 0.05435430258512497, 0.06588445603847504, 0.02425468899309635, -0.0402938649058342, 0.007855882868170738, -0.008640235289931297, 0.0020411740988492966, -0.010994739830493927, 0.0004512050363700837, -0.020206790417432785, 0.040548257529735565, 0.0010921194916591048, 0.05266770347952843, -0.10601064562797546, -0.04739915579557419, 0.02653895504772663, 0.014351487159729004, -0.05351077765226364, -0.029124872758984566, -0.006775067653506994, 0.005801365245133638, -0.06219819188117981, 0.06730904430150986, -0.05563961714506149, -0.058477818965911865, 0.0737171396613121, -0.04400758445262909, 0.06632944941520691, 0.021195216104388237, 0.03612738475203514, 0.012432688847184181, 0.02993013709783554, 0.09027987718582153, -0.031161315739154816, -0.06246214359998703, 0.031158175319433212, -4.450571855084895e-33, 0.012094749137759209, 0.025168057531118393, 0.007500147446990013, -0.05366421490907669, 0.05834803357720375, 0.010795725509524345, 0.041155535727739334, 0.11433690786361694, 0.05803290009498596, 0.09439517557621002, 0.06454624235630035, -0.02913019433617592, -0.03134327754378319, -0.012931783683598042, 0.04799656569957733, 0.020012404769659042, 0.06339184194803238, 0.01591135375201702, -0.07342283427715302, 0.02658121846616268, -0.03415049985051155, -0.07250334322452545, 0.012012138031423092, -0.02220468781888485, -0.030184771865606308, -0.02480529621243477, -0.022835012525320053, -0.007954705506563187, -0.008703380823135376, 0.029225679114460945, -0.027830708771944046, -0.009330138564109802, 0.03457915037870407, 0.0035147841554135084, -0.04310052841901779, 0.09319889545440674, -0.0526416152715683, 0.04446104168891907, -0.011117292568087578, -0.0056879594922065735, -0.05228707194328308, 0.04544251412153244, 0.12532003223896027, 0.03725457563996315, 0.028991326689720154, 0.1079801395535469, 0.0004339837469160557, -0.02983172982931137, -0.08925221860408783, -0.02931656315922737, -0.058296892791986465, 0.06151985377073288, 0.01175073254853487, 0.07688538730144501, 0.036760564893484116, 0.014180917292833328, 0.024373751133680344, -0.030718859285116196, 0.05940386280417442, -0.01846032589673996, -0.021051840856671333, 0.05179763212800026, 0.003023628145456314, -0.0864926427602768, -0.05799667909741402, -0.03281211480498314, 0.05357976257801056, 0.1388542652130127, -0.030879301950335503, -0.11250519752502441, -0.02291630022227764, -0.02035391889512539, -0.04642147198319435, 0.0439983494579792, -0.033434487879276276, 0.01445474848151207, -0.02448803372681141, -0.0685756653547287, 0.010991306975483894, -0.05388205125927925, 0.012323753908276558, 0.010959022678434849, 0.021473348140716553, -0.049061715602874756, -0.044182635843753815, -0.037970028817653656, 0.025645209476351738, -0.02622777596116066, -0.08296626806259155, 0.13819071650505066, 0.00722891790792346, 0.06260313093662262, 0.007753999438136816, -0.051077041774988174, -0.09623976796865463, 2.0622050044780636e-33, 0.06717593222856522, -0.054257262498140335, -0.07556670904159546, 0.08399336040019989, 0.020119935274124146, 0.010087555274367332, -0.04003080353140831, -0.03172312304377556, -0.023171773180365562, 0.057182684540748596, 0.008341814391314983, 0.019237559288740158, -0.0778723657131195, -0.06745700538158417, 0.06453871726989746, 0.011081659235060215, -0.04368913173675537, 0.0022479910403490067, -0.0029983532149344683, -0.04326274245977402, 0.015324687585234642, 0.07156892865896225, -0.08761477470397949, 0.02996048890054226, -0.069583959877491, 0.017544414848089218, -0.0897226631641388, -0.09553734958171844, -0.09651637077331543, 0.08775448054075241, -0.04338347166776657, -0.05414433404803276, -0.07648352533578873, 0.027517937123775482, 0.026544105261564255, -0.03599366918206215, -0.015346729196608067, -0.054247837513685226, -0.0430540107190609, -0.019203826785087585, 0.06618405878543854, -0.002625919645652175, 0.013898393139243126, 0.06654812395572662, -0.09454284608364105, -0.09076867997646332, -0.05817717686295509, -0.01390589028596878, 0.053519356995821, 0.0372551865875721, -0.012202512472867966, -0.046671513468027115, 0.04786813631653786, -0.10024656355381012, -0.012026630342006683, 0.010575815103948116, -0.033195242285728455, 0.01806342788040638, 0.023151816800236702, 0.04054839164018631, 0.010618794709444046, 0.047846484929323196, -0.011096866801381111, 0.04807453230023384, 0.026294764131307602, -0.004579965025186539, 0.014523988589644432, 0.023996025323867798, 0.0516025684773922, -0.05441465228796005, 0.15448728203773499, -0.004485476296395063, -0.030803339555859566, 0.06748279184103012, -0.02892344258725643, -0.04870885610580444, 0.2026258111000061, 0.04991617426276207, 0.04646652564406395, 0.017492182552814484, -0.03690388798713684, 0.01825305074453354, -0.0028903388883918524, -0.03201352804899216, 0.024573754519224167, -0.1269368678331375, -0.05768980830907822, -0.0715552419424057, -0.10453406721353531, 0.022540070116519928, -0.0580868236720562, 0.06881657987833023, 0.011053099296987057, -0.005274457857012749, 0.015225214883685112, -1.9082527558111906e-8, -0.07767924666404724, -0.04732976481318474, 0.011961393989622593, 0.00033478124532848597, -0.093694768846035, -0.007676359266042709, 0.09669315814971924, 0.026065204292535782, -0.031648341566324234, -0.017212510108947754, 0.06096535921096802, -0.06876956671476364, 0.025087479501962662, 0.09347015619277954, 0.024020710960030556, 0.022762658074498177, 0.013885566033422947, 0.012213909067213535, -0.055484987795352936, 0.09254016727209091, -0.021336548030376434, 0.01698729768395424, 0.02253822796046734, 0.022356677800416946, 0.0000055274817896133754, 0.03746921941637993, 0.021754257380962372, 0.06964409351348877, 0.03895474970340729, -0.0008598471176810563, 0.0437442772090435, 0.0158622357994318, 0.02857276238501072, 0.05845262110233307, 0.06905072927474976, 0.0009456115076318383, -0.05854247137904167, -0.10435953736305237, -0.020396243780851364, -0.06544487178325653, -0.05728115886449814, -0.10012711584568024, -0.00842287577688694, 0.02411789819598198, 0.07040555775165558, -0.009810585528612137, 0.0431097149848938, 0.0613228976726532, -0.07795983552932739, 0.05806318297982216, 0.012029880657792091, -0.010132540948688984, 0.04306885600090027, 0.021105116233229637, 0.02013356052339077, -0.07728864252567291, 0.08145348727703094, 0.042837485671043396, 0.01252488512545824, -0.04151071235537529, 0.03701470047235489, 0.04997105151414871, -0.00812141876667738, 0.01202953327447176 ]
p
So for furnitures like lamps, it’s fine.
[ "tags", "tags/vector-image-search" ]
10,855
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ 0.03575854003429413, -0.06690085679292679, -0.0029484068509191275, 0.010028772987425327, 0.025797970592975616, -0.04804867133498192, 0.11567835509777069, -0.03373900055885315, 0.031266916543245316, 0.015208503231406212, 0.10692526400089264, 0.00584684032946825, -0.006337842438369989, 0.04887371137738228, -0.017006125301122665, -0.040871866047382355, 0.004775228910148144, 0.038022883236408234, 0.06060566380620003, 0.08962495625019073, -0.018542325124144554, -0.01731063425540924, -0.038385409861803055, 0.010370106436312199, -0.07773811370134354, -0.03480380028486252, 0.02694944106042385, 0.007387480232864618, -0.014880886301398277, 0.04354964196681976, -0.009722229093313217, -0.01697351410984993, -0.04121893644332886, 0.026202986016869545, -0.09669851511716843, -0.011185700073838234, -0.03591637685894966, 0.02382923848927021, 0.0280771367251873, 0.03885769471526146, 0.024277495220303535, -0.07026223093271255, 0.006419871002435684, -0.012393645942211151, 0.029339447617530823, 0.038726210594177246, 0.06138032674789429, 0.02787085250020027, -0.026988910511136055, 0.06269153952598572, -0.000753136700950563, -0.023068130016326904, -0.0042831674218177795, 0.08664606511592865, 0.00011406466364860535, 0.04594879597425461, -0.031074894592165947, -0.009763997979462147, -0.0354478545486927, -0.00009890399815049022, 0.011655006557703018, 0.05495040491223335, -0.02336527593433857, 0.030908171087503433, 0.07368747889995575, -0.05031769350171089, -0.0786534920334816, 0.014937801286578178, 0.04188423603773117, 0.08938225358724594, -0.014607036486268044, 0.01514358352869749, -0.015573764219880104, 0.0744757130742073, -0.07048993557691574, 0.0057232920080423355, 0.012841339223086834, 0.006313484162092209, -0.006428771652281284, 0.027570480480790138, -0.10062417387962341, -0.03813726827502251, 0.034689296036958694, -0.007554843556135893, 0.014065714552998543, -0.005130906589329243, 0.003053840482607484, -0.01909077726304531, -0.05218906328082085, 0.021518243476748466, -0.05273260176181793, -0.02601780742406845, 0.02337007410824299, -0.04699501395225525, -0.019396934658288956, 0.013477505184710026, -0.06836431473493576, -0.006853373255580664, -0.058357808738946915, 0.01848897710442543, -0.11291421949863434, 0.01727139949798584, 0.009359458461403847, 0.11266933381557465, 0.052317891269922256, 0.013733784668147564, -0.03155289217829704, -0.07118967920541763, -0.011205495335161686, 0.0031422481406480074, 0.0016256890958175063, -0.049513425678014755, 0.04679996147751808, 0.09059036523103714, 0.04985640197992325, -0.09007953852415085, -0.06940986961126328, 0.05219573527574539, 0.0965213030576706, 0.002697443123906851, -0.053581785410642624, 0.007621866650879383, 0.03353279083967209, -0.053182635456323624, -0.000320574821671471, -0.11999142169952393, 0.021181056275963783, -4.176230575386174e-33, -0.011967231519520283, 0.02756529487669468, 0.08121407777070999, 0.07009260356426239, 0.04786189645528793, -0.002006302122026682, -0.07264310121536255, -0.02562062069773674, 0.06839887797832489, 0.04218873381614685, 0.02993565984070301, -0.10809224843978882, 0.030579091981053352, -0.02037535049021244, 0.01881840080022812, -0.029821153730154037, 0.023785242810845375, 0.09469502419233322, -0.027984926477074623, -0.03197961673140526, 0.054479144513607025, 0.04032214358448982, -0.02747277356684208, -0.010706947185099125, -0.03544715791940689, -0.005059496965259314, -0.017580101266503334, -0.02255193702876568, 0.07546466588973999, 0.005023905076086521, 0.04447777941823006, 0.07988011837005615, 0.019068965688347816, -0.042393337935209274, -0.00640435004606843, -0.015224574133753777, 0.025330938398838043, -0.0020371037535369396, -0.016679387539625168, 0.028029361739754677, -0.05106140673160553, -0.08631069213151932, 0.028095906600356102, -0.04190124198794365, -0.055354032665491104, 0.01349344290792942, 0.04303896799683571, -0.06723577529191971, -0.16664044559001923, 0.03334290534257889, -0.009199593216180801, 0.006794339511543512, 0.015829261392354965, -0.02203233912587166, -0.0017562591237947345, -0.033664945513010025, 0.0332939550280571, 0.00017844185640569776, 0.018691806122660637, 0.03862536698579788, -0.04609516263008118, 0.07274208217859268, 0.04244076460599899, -0.0920344740152359, 0.04945477843284607, -0.10732574015855789, 0.016664139926433563, -0.015691885724663734, -0.008124164305627346, 0.05014257878065109, -0.031190672889351845, 0.022722698748111725, 0.05752779543399811, -0.027977285906672478, 0.06461186707019806, -0.054132409393787384, -0.057170551270246506, -0.06783901154994965, 0.005609501153230667, -0.1079820767045021, -0.12791456282138824, -0.0013572575990110636, 0.05230674892663956, -0.006858275271952152, 0.07127522677183151, 0.04987946152687073, 0.010780328884720802, 0.017658308148384094, -0.015331711620092392, 0.024268019944429398, -0.05587046220898628, 0.037365447729825974, -0.06210418790578842, 0.004120388999581337, 0.048921823501586914, 2.613235430170281e-33, -0.04636875540018082, 0.049313534051179886, 0.04586370661854744, 0.053932301700115204, -0.028458112850785255, -0.0007137815118767321, 0.052611205726861954, -0.07331117987632751, 0.04081834480166435, 0.08635802567005157, -0.05941948667168617, -0.029234537854790688, 0.0012060038279742002, 0.029528481885790825, 0.1192256435751915, 0.04607988893985748, 0.004563206806778908, -0.09711983054876328, -0.01960570178925991, 0.04362286627292633, -0.038685932755470276, -0.03319072723388672, -0.028899189084768295, 0.04043109342455864, -0.055774986743927, 0.02025124803185463, 0.09428291767835617, -0.0009590118424966931, -0.14957761764526367, 0.01093921810388565, 0.012317273765802383, -0.06281888484954834, -0.11373121291399002, -0.05501502379775047, -0.022434517741203308, 0.02558193728327751, -0.14032454788684845, -0.00540496502071619, -0.0011298578465357423, 0.007187570910900831, 0.04566257447004318, -0.0849500223994255, 0.08426056802272797, 0.009117323905229568, -0.01737210340797901, -0.05605294927954674, 0.006388447713106871, 0.0371110662817955, -0.006238246336579323, 0.03586268424987793, -0.0013604604173451662, 0.06547556817531586, -0.0799027755856514, -0.034804817289114, 0.03643646091222763, -0.045117564499378204, -0.05950095131993294, -0.049565792083740234, -0.031172340735793114, -0.0567079596221447, 0.04482254385948181, 0.07304453104734421, -0.0817655697464943, 0.05521963909268379, 0.01667230762541294, -0.017083751037716866, -0.09424757957458496, 0.06223081424832344, 0.020993443205952644, 0.021813414990901947, 0.05427425354719162, 0.011730498634278774, -0.000768338970374316, -0.006071179173886776, 0.054390691220760345, -0.009784921072423458, 0.1065736934542656, -0.05321260914206505, 0.05462532863020897, -0.0462178997695446, -0.08688075840473175, -0.07141181081533432, 0.07205522805452347, -0.022895852103829384, -0.06125791743397713, -0.010375908575952053, -0.04025817662477493, 0.026524992659687996, -0.022226078435778618, 0.02304847724735737, -0.0231796745210886, 0.04265442118048668, 0.07672349363565445, -0.11263833940029144, -0.02427217923104763, -2.526794595780757e-8, -0.10070107877254486, 0.01963612250983715, 0.010000118985772133, -0.03562825545668602, 0.014795246534049511, 0.052718956023454666, 0.07555245608091354, 0.014575504697859287, 0.0009434209787286818, 0.020543966442346573, -0.042254865169525146, -0.010169615037739277, 0.0705500915646553, 0.14534761011600494, 0.050714269280433655, 0.05176638811826706, 0.029160616919398308, -0.03389212489128113, -0.07183357328176498, 0.0611778199672699, -0.04301038011908531, 0.015182722359895706, -0.01652536541223526, 0.09016253054141998, 0.0008175352704711258, 0.02009820006787777, 0.010801543481647968, -0.019795646890997887, -0.028839649632573128, 0.05225049704313278, 0.09270384907722473, 0.00006487024802481756, 0.006331181153655052, 0.1152331754565239, 0.13032954931259155, 0.03160220384597778, 0.045595381408929825, -0.01365716103464365, 0.06522006541490555, -0.00425760867074132, -0.032775212079286575, 0.060139887034893036, -0.061423879116773605, 0.08791930973529816, -0.02789798192679882, -0.014191395603120327, 0.0013787037460133433, -0.08254802972078323, -0.08440020680427551, 0.026066979393363, 0.012961884029209614, 0.0033434610813856125, 0.08108450472354889, 0.06579404324293137, 0.03919785097241402, -0.061184871941804886, -0.048633381724357605, 0.000540475535672158, -0.032404664903879166, 0.05151599645614624, 0.013403507880866528, 0.0033756596967577934, 0.004243642091751099, -0.03985782712697983 ]
p
But let’s say you have a trouser and a person walking.
[ "tags", "tags/vector-image-search" ]
10,856
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ 0.03918727487325668, -0.035394277423620224, 0.01867680810391903, -0.015729090198874474, -0.011630354449152946, -0.10251453518867493, 0.0013226678129285574, -0.03296208381652832, 0.05672122538089752, -0.011454311199486256, 0.04565788060426712, 0.019590770825743675, -0.019608762115240097, 0.00334627996198833, -0.0478026457130909, -0.08833156526088715, -0.0622066929936409, -0.05591209977865219, 0.033363040536642075, 0.057399217039346695, -0.024069372564554214, -0.0037487761583179235, -0.005552304442971945, 0.05725408345460892, -0.15900754928588867, -0.03131883591413498, 0.0008718799217604101, 0.07790780067443848, 0.005000524688512087, -0.07443182915449142, -0.005534088239073753, 0.005764652509242296, -0.05722266063094139, 0.011515559628605843, -0.03938399255275726, -0.023667417466640472, -0.05493941530585289, 0.09412530064582825, 0.025522982701659203, 0.03724893182516098, 0.017426440492272377, -0.13848121464252472, 0.007099447306245565, 0.035272493958473206, 0.018323680385947227, 0.07487749308347702, -0.025659121572971344, 0.006695269141346216, -0.012926640920341015, 0.0505051463842392, -0.02496401034295559, -0.05090099573135376, 0.005530016031116247, 0.0006540645845234394, -0.023980313912034035, 0.07135371118783951, -0.054150648415088654, 0.04664164036512375, 0.0005775411846116185, -0.052299611270427704, -0.0017777279717847705, 0.07598838210105896, 0.004197704140096903, 0.04558270797133446, 0.041508644819259644, -0.08459796756505966, -0.06178891658782959, -0.024585029110312462, 0.011889692395925522, 0.08309304714202881, 0.09448982030153275, 0.053403452038764954, -0.07178760319948196, -0.013400441035628319, -0.03097023069858551, 0.025074617937207222, -0.031410131603479385, 0.08987534046173096, -0.019899165257811546, 0.05307725816965103, -0.10084428638219833, 0.005497135687619448, 0.06576266884803772, -0.017808733507990837, -0.0022574507165700197, 0.0018906421028077602, 0.032293032854795456, -0.1257840245962143, -0.14296531677246094, 0.037895068526268005, -0.030720455572009087, 0.007176827173680067, -0.05204760655760765, 0.0008878481457941234, -0.016980046406388283, 0.06869722902774811, -0.029601573944091797, 0.036416299641132355, -0.06424449384212494, -0.001665990799665451, -0.06689928472042084, 0.0006031334633007646, 0.05614136531949043, 0.0773550271987915, 0.012317565269768238, -0.02502332627773285, -0.009434787556529045, -0.04360140115022659, 0.04983719065785408, -0.01779753714799881, -0.0031010538805276155, -0.0216570682823658, 0.10447842627763748, 0.1247304230928421, 0.023228919133543968, -0.1086021214723587, -0.1306929886341095, 0.03351372480392456, 0.012847395613789558, 0.025640595704317093, -0.012411237694323063, 0.04362295940518379, -0.047676932066679, -0.041320983320474625, 0.0060317665338516235, -0.01672383025288582, -0.02340373955667019, -2.7910076448970433e-33, -0.033512573689222336, 0.03328649327158928, 0.0415646955370903, -0.061901383101940155, 0.04687543213367462, 0.020617472007870674, 0.004856260959059, 0.015002301894128323, 0.0716296136379242, 0.05461374670267105, -0.07740283012390137, -0.10713304579257965, -0.02778451517224312, -0.01807648502290249, 0.05744156241416931, 0.02301792986690998, -0.04397325962781906, 0.11940841376781464, -0.11365208029747009, -0.036494649946689606, 0.02129807136952877, 0.08194791525602341, -0.0048181479796767235, -0.04448685050010681, -0.04348296672105789, 0.021034155040979385, -0.011215709149837494, -0.018461406230926514, -0.06508653610944748, 0.021887190639972687, -0.007595946546643972, 0.0501568429172039, -0.0011024650884792209, 0.007252295967191458, -0.013399637304246426, 0.012600761838257313, 0.026797272264957428, -0.05044925957918167, -0.0819837898015976, 0.011814378201961517, 0.06474495679140091, -0.10091673582792282, 0.03379853442311287, 0.05481048673391342, -0.0896298810839653, 0.0000010773486565085477, 0.079172782599926, -0.017031840980052948, -0.09914626181125641, -0.013067497871816158, 0.08081641793251038, 0.031412579119205475, 0.021120229735970497, -0.025706898421049118, 0.058492403477430344, -0.018404528498649597, 0.029874257743358612, -0.05023641884326935, 0.013200432062149048, 0.025274548679590225, 0.04574970155954361, 0.0011806869879364967, 0.016244901344180107, -0.055485550314188004, -0.038139645010232925, -0.016475947573781013, 0.09510964155197144, -0.04283944144845009, -0.023288678377866745, 0.10132788866758347, 0.0017398272175341845, 0.00449167937040329, -0.04720590263605118, 0.013413822278380394, -0.015942107886075974, -0.04794270172715187, -0.06967383623123169, -0.00719225499778986, 0.05760467052459717, -0.05723276361823082, -0.09779994934797287, 0.05638773366808891, 0.02611464448273182, -0.07544481009244919, -0.004012010060250759, -0.0072130318731069565, 0.11893092095851898, 0.03457912802696228, 0.045522671192884445, 0.02071727067232132, -0.04520723596215248, -0.04431936889886856, -0.05798080563545227, 0.013174447230994701, 0.03305293619632721, 2.1008611362048546e-33, -0.09487863630056381, -0.02089378423988819, 0.002687102649360895, 0.07047226279973984, -0.075008325278759, 0.053471341729164124, 0.024401063099503517, -0.013462432660162449, -0.05206067115068436, 0.008400124497711658, 0.0906306728720665, 0.040122345089912415, -0.040747951716184616, -0.03426986560225487, 0.0717470720410347, 0.041291605681180954, 0.011090985499322414, -0.02376178652048111, -0.03761567547917366, -0.0016269009793177247, 0.05182769522070885, -0.06774599850177765, -0.09413956105709076, 0.04942098632454872, -0.05073535069823265, 0.04602992907166481, 0.03320029005408287, -0.0006596625898964703, -0.054937273263931274, 0.03391110152006149, -0.022974589839577675, -0.07092874497175217, -0.04853815212845802, -0.018433034420013428, -0.043439704924821854, 0.011865410953760147, -0.0952138602733612, 0.029498141258955002, 0.014097999781370163, 0.005451450124382973, 0.06040530651807785, -0.1000564694404602, 0.040998563170433044, 0.08337625861167908, -0.005035492591559887, -0.08151998370885849, 0.06703733652830124, 0.0419594943523407, 0.04417027160525322, 0.09080027788877487, 0.02397034503519535, 0.018436158075928688, 0.03606060892343521, 0.0060508097521960735, 0.02855493128299713, 0.04119828715920448, -0.05722635239362717, -0.06710945069789886, -0.07963629812002182, 0.009267730638384819, 0.02923758700489998, 0.019567817449569702, -0.0366952121257782, 0.02061009407043457, 0.042069271206855774, -0.027307875454425812, -0.06373704224824905, 0.045690253376960754, 0.0027578051667660475, 0.051452308893203735, 0.0687016099691391, 0.024753518402576447, 0.025853166356682777, -0.010175253264605999, 0.03960414230823517, 0.0020194174721837044, 0.11081172525882721, 0.029777809977531433, 0.002104641404002905, -0.006332545541226864, -0.08457660675048828, -0.03587128967046738, 0.06932667642831802, -0.011046688072383404, -0.0015607863897457719, 0.06176005303859711, -0.03529968112707138, 0.007452467456459999, -0.017062457278370857, 0.09987374395132065, 0.02031106874346733, 0.06520930677652359, 0.05166791006922722, -0.005189790390431881, 0.04666813090443611, -2.1041049791392652e-8, -0.09795138984918594, 0.018399657681584358, -0.0046857018023729324, -0.002520510461181402, -0.014840169809758663, 0.03351902589201927, 0.003225766820833087, -0.05660466104745865, -0.02375066466629505, 0.06986016035079956, -0.06568258255720139, -0.04930565133690834, 0.04713544249534607, 0.10391321033239365, -0.0009574791765771806, 0.07469198852777481, -0.07888605445623398, 0.028427578508853912, -0.05454026162624359, 0.04007310792803764, -0.043741438537836075, -0.033008821308612823, -0.03229981288313866, 0.04798181727528572, -0.004234268330037594, -0.009380517527461052, -0.09577323496341705, -0.004652169067412615, -0.05635180324316025, 0.06814736872911453, 0.07765354961156845, -0.0077565205283463, 0.08964956551790237, 0.027652127668261528, 0.056263938546180725, 0.0029268020298331976, -0.024571089074015617, 0.06363240629434586, 0.011500300839543343, -0.02902761660516262, -0.029683291912078857, -0.027194475755095482, 0.021292490884661674, 0.03471006825566292, 0.006720328703522682, -0.033409204334020615, 0.01197234820574522, 0.015037941746413708, -0.04081621393561363, 0.07559280097484589, -0.00936128105968237, 0.025240030139684677, 0.08492825925350189, 0.0922040045261383, 0.06208603456616402, 0.0030310973525047302, -0.004517764784395695, -0.0005525206797756255, 0.010784214362502098, 0.06885635852813721, -0.03078172542154789, -0.013801025226712227, 0.0746970996260643, 0.038858965039253235 ]
p
So the trouser won’t exactly have the same shape.
[ "tags", "tags/vector-image-search" ]
10,857
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ 0.08406228572130203, -0.13296949863433838, 0.01653078943490982, 0.028749164193868637, 0.0720166265964508, 0.0027774341870099306, -0.04862981289625168, -0.02734038233757019, 0.03263205289840698, -0.038496583700180054, 0.07055886089801788, 0.02784108556807041, -0.006136839743703604, -0.020124778151512146, -0.05457646772265434, -0.01268935576081276, 0.056139472872018814, 0.027250608429312706, -0.05396431311964989, 0.02519274689257145, 0.050215329974889755, -0.030141860246658325, 0.08080694079399109, 0.04155780375003815, -0.10021504759788513, 0.024616504088044167, -0.04567354544997215, 0.029511192813515663, 0.002160026226192713, -0.07720925658941269, -0.044217243790626526, 0.030711974948644638, -0.0164133720099926, 0.031782228499650955, -0.05675413832068443, -0.017413057386875153, -0.023609649389982224, 0.018328890204429626, -0.012432968243956566, -0.0103211160749197, -0.02535967342555523, 0.006831520702689886, 0.049571599811315536, -0.02289673313498497, 0.11875912547111511, 0.05950836092233658, 0.039972562342882156, -0.018825925886631012, 0.011240978725254536, -0.022637199610471725, -0.08254851400852203, -0.14233188331127167, 0.04377267509698868, 0.013242548331618309, -0.0032519767992198467, 0.058261822909116745, 0.008638991042971611, -0.006336914375424385, 0.03362042456865311, -0.03830569237470627, 0.009903720580041409, 0.012729182839393616, -0.09639474749565125, 0.03087572567164898, -0.01523538213223219, 0.05350351333618164, -0.012633676640689373, -0.023020543158054352, 0.032021280378103256, -0.0030435037333518267, 0.013212654739618301, 0.019878489896655083, 0.014838115312159061, -0.016714809462428093, 0.010653498582541943, -0.05119376257061958, 0.01202702708542347, -0.020793968811631203, 0.006930474657565355, -0.014512677676975727, -0.03989934176206589, -0.05959862843155861, -0.03622378781437874, 0.011952836997807026, 0.05205700919032097, 0.04501443728804588, 0.01461149100214243, -0.0004829376994166523, -0.0073783909901976585, 0.007358209230005741, 0.00013727291661780328, -0.060204267501831055, -0.05044294893741608, -0.04858247563242912, 0.012920135632157326, 0.042462483048439026, -0.024430453777313232, 0.03609636053442955, -0.10336585342884064, 0.011395237408578396, 0.013283508829772472, -0.0016942286165431142, 0.007160387467592955, 0.1201811358332634, 0.01962515525519848, -0.042518485337495804, 0.0454583540558815, -0.007783651351928711, 0.0031859346199780703, 0.030308855697512627, 0.023909535259008408, 0.0266020055860281, 0.038274284452199936, 0.10966916382312775, -0.002114575821906328, 0.036488696932792664, -0.08574006706476212, 0.013756463304162025, -0.031158823519945145, 0.04182864725589752, -0.0067818970419466496, -0.042394377291202545, -0.011780248954892159, -0.03160392865538597, -0.05322872847318649, -0.04589858651161194, -0.07591921091079712, -5.215975532497642e-33, 0.02213059738278389, -0.04327894374728203, 0.032012782990932465, -0.0034892531111836433, -0.010046986863017082, -0.024204248562455177, -0.037071846425533295, -0.01047499943524599, 0.11416840553283691, 0.02181893028318882, -0.013212740421295166, -0.00947839580476284, -0.021129131317138672, 0.024468213319778442, 0.010362977162003517, -0.012315429747104645, -0.05924304574728012, 0.08890687674283981, -0.07176252454519272, 0.03185800462961197, 0.11704091727733612, -0.08274178206920624, -0.09853117913007736, -0.03481975942850113, 0.040564194321632385, 0.1043718084692955, -0.0036942358128726482, 0.054179828613996506, -0.07420645654201508, 0.04261210188269615, -0.058888666331768036, 0.03850056231021881, -0.10484420508146286, -0.0391562320291996, 0.022899752482771873, 0.030013203620910645, 0.06387899070978165, -0.010206853039562702, 0.05936635658144951, -0.062122590839862823, -0.015180928632616997, -0.0011297190794721246, -0.0017614190001040697, -0.05180709809064865, -0.06777466833591461, -0.013904565945267677, 0.05544888600707054, -0.04485049098730087, -0.08685176819562912, 0.09119094163179398, 0.06724312901496887, -0.004649650771170855, 0.04114128276705742, -0.07972224801778793, -0.0029791672714054585, 0.039378151297569275, 0.06658512353897095, -0.016482073813676834, -0.05386899784207344, 0.006988707929849625, 0.005044183693826199, -0.05443427339196205, 0.03158139809966087, 0.0022183964028954506, 0.04515834525227547, 0.11120763421058655, -0.14410851895809174, 0.03475715219974518, 0.04046205058693886, -0.0021025773603469133, -0.041793614625930786, -0.010626241564750671, 0.008954450488090515, 0.01570664346218109, 0.051961127668619156, -0.07634999603033066, -0.0720042884349823, -0.04112769663333893, 0.009852984920144081, -0.07009928673505783, 0.06851817667484283, 0.017471179366111755, -0.02308502420783043, 0.028561796993017197, -0.0164793748408556, -0.00932389497756958, 0.05417963117361069, -0.025047654286026955, -0.09056837856769562, 0.005072540603578091, -0.00721520883962512, -0.0037779640406370163, -0.060364142060279846, 0.05316219851374626, -0.01707896776497364, 3.898014572433555e-33, -0.046567995101213455, 0.06954202800989151, 0.03522452339529991, 0.045832015573978424, 0.01243760995566845, -0.029495956376194954, 0.07772929966449738, 0.044186219573020935, 0.04212450608611107, 0.011707385070621967, 0.07011891156435013, -0.008962824009358883, -0.15175862610340118, 0.008232478983700275, 0.037308916449546814, 0.011480948887765408, -0.04840899631381035, -0.0020544007420539856, 0.016651226207613945, 0.016241315752267838, -0.05024687200784683, 0.041324716061353683, -0.044978853315114975, 0.03725844994187355, -0.05543150752782822, 0.04795551672577858, -0.032096341252326965, 0.04491722583770752, 0.03571925312280655, -0.07945230603218079, -0.04553345590829849, -0.004134940914809704, -0.021114511415362358, -0.047759152948856354, -0.07335923612117767, 0.03677702695131302, -0.06880560517311096, 0.02241561934351921, 0.00993754155933857, 0.06770569831132889, 0.05453101173043251, 0.05594339594244957, -0.07024827599525452, 0.019185049459338188, -0.014948947355151176, -0.054874200373888016, 0.06739680469036102, 0.009893560782074928, 0.003533365437760949, 0.02873283065855503, 0.007689420599490404, 0.022930406033992767, -0.009708982892334461, -0.07826941460371017, 0.028264982625842094, 0.09331696480512619, 0.06155690923333168, -0.05952877178788185, -0.04435344412922859, -0.045561689883470535, -0.004364528227597475, 0.038303591310977936, -0.09842535108327866, 0.01019241102039814, 0.010355902835726738, 0.032313860952854156, -0.03338135778903961, 0.06850084662437439, 0.10116159170866013, 0.02820209041237831, 0.05530900880694389, 0.04462830349802971, 0.03815429285168648, -0.009335950016975403, -0.01714973896741867, -0.10505405068397522, 0.014593124389648438, -0.022041231393814087, -0.0060881394892930984, -0.07718783617019653, -0.014450905844569206, -0.05710456147789955, 0.03449353575706482, -0.019703852012753487, 0.017781341448426247, 0.14880338311195374, -0.0903770700097084, -0.0009116883156821132, -0.04039708524942398, -0.0015669198473915458, -0.017347384244203568, 0.0708741545677185, 0.060088321566581726, 0.01217634603381157, -0.06096731871366501, -2.7087644127732347e-8, -0.11678622663021088, 0.07883242517709732, 0.12731052935123444, 0.054245926439762115, 0.014995862729847431, 0.015210564248263836, 0.044474195688962936, 0.01817445643246174, -0.0474688857793808, -0.06969496607780457, 0.003580646123737097, -0.01537434570491314, 0.0049697235226631165, 0.09552343189716339, 0.05560809746384621, -0.026605194434523582, 0.08945006132125854, 0.04503428190946579, -0.0930318534374237, 0.05163579806685448, 0.046954087913036346, -0.0016332234954461455, -0.018456924706697464, 0.03324692323803902, 0.04991856962442398, -0.04462747275829315, -0.07085740566253662, 0.07464560121297836, -0.027401721104979515, 0.01195287425071001, 0.06999709457159042, 0.03822607174515724, 0.01989392377436161, 0.017560098320245743, -0.07794434577226639, 0.1407225877046585, 0.05705590546131134, -0.010144569911062717, -0.029381703585386276, 0.011984662152826786, -0.05062347650527954, 0.005783048924058676, -0.015352611429989338, 0.08582804352045059, -0.019006432965397835, -0.010433443821966648, 0.062287647277116776, -0.18020543456077576, 0.02006424218416214, 0.0024977936409413815, 0.038146164268255234, 0.034048859030008316, -0.017510797828435898, 0.06543589383363724, 0.025948233902454376, 0.07621408253908157, 0.004701306112110615, -0.02690567821264267, -0.037132538855075836, 0.046288445591926575, -0.012474620714783669, -0.02877248078584671, -0.10468050837516785, 0.025302277877926826 ]
p
And since you haven’t trained your model to specifically know, it shouldn’t focus on the movements.
[ "tags", "tags/vector-image-search" ]
10,858
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ -0.03994625434279442, -0.06634920835494995, -0.04191254451870918, -0.04083970934152603, 0.009572362527251244, -0.009207804687321186, -0.04490411654114723, -0.11760707944631577, 0.01936989463865757, -0.06912034749984741, 0.06062036752700806, 0.08934256434440613, -0.022041363641619682, -0.041314925998449326, -0.043184615671634674, 0.08450890332460403, -0.03310375660657883, 0.142066091299057, -0.05534344166517258, -0.015297645702958107, 0.07243252545595169, 0.000013641163604916073, 0.027796948328614235, 0.008896689862012863, -0.03434976190328598, 0.0793636217713356, -0.01673632487654686, 0.028230955824255943, 0.07115916907787323, -0.09326176345348358, 0.011420994065701962, 0.016769854351878166, -0.050080958753824234, 0.060753922909498215, -0.00924563780426979, 0.049761511385440826, -0.04899109527468681, -0.02843700535595417, 0.009091146290302277, -0.0037145973183214664, 0.030203182250261307, -0.018362900242209435, 0.02377060428261757, 0.023534661158919334, 0.06144662946462631, 0.07857255637645721, -0.012095491401851177, 0.002776309847831726, -0.03983672335743904, -0.03268735855817795, -0.052856266498565674, -0.073494091629982, -0.004552269354462624, 0.022286832332611084, -0.031968895345926285, 0.03127147629857063, -0.0250666793435812, -0.008888905867934227, 0.020523520186543465, -0.025197962298989296, 0.05115215480327606, 0.06225089728832245, -0.027408024296164513, 0.0642436221241951, 0.08020077645778656, -0.07825855165719986, 0.0212533101439476, 0.002443872159346938, -0.02744397707283497, -0.017066076397895813, 0.011651868931949139, -0.06930828839540482, 0.008009330369532108, 0.02158304490149021, 0.060471996665000916, -0.02166704460978508, -0.02826547808945179, 0.0007798123988322914, 0.03602076694369316, -0.019038643687963486, 0.023781558498740196, -0.0622626394033432, 0.011237510479986668, 0.05494014173746109, 0.027218524366617203, 0.06181435286998749, 0.01396358385682106, -0.0030082373414188623, -0.05418866500258446, 0.03303451091051102, -0.06057465076446533, -0.07247344404459, -0.021214889362454414, -0.014593368396162987, -0.08119932562112808, 0.016724564135074615, -0.04393129050731659, 0.0039010399486869574, -0.03055392950773239, 0.03576148673892021, 0.01673722453415394, 0.037733759731054306, -0.07413812726736069, -0.047379836440086365, -0.026663776487112045, -0.07049296051263809, 0.04568644240498543, 0.06898348778486252, 0.006027344148606062, 0.030440252274274826, -0.004213955253362656, 0.0023701682221144438, 0.02918539196252823, 0.01570408046245575, -0.045685507357120514, 0.050621919333934784, -0.12986594438552856, 0.04240867868065834, -0.039901845157146454, 0.04746942222118378, -0.009973859414458275, -0.05553177371621132, -0.11829152703285217, 0.013343867845833302, -0.010941623710095882, -0.0609358586370945, -0.061198312789201736, -5.6933562779940504e-33, 0.027219263836741447, 0.0038093288894742727, 0.021148331463336945, -0.051835425198078156, 0.05290963500738144, -0.0009308095904998481, -0.09659086167812347, -0.055976033210754395, 0.03139202296733856, -0.012631778605282307, -0.06687059253454208, -0.012886053882539272, 0.006407025270164013, 0.14009346067905426, -0.03809594362974167, -0.06482300162315369, 0.022563055157661438, 0.018493585288524628, -0.04250393062829971, -0.021357588469982147, 0.030981795862317085, 0.009999079629778862, -0.0917818620800972, -0.11522558331489563, -0.04247700795531273, 0.0662534087896347, -0.0254282895475626, -0.04429712891578674, 0.013016311451792717, 0.0306871235370636, -0.04116426408290863, -0.009282468818128109, -0.12144549936056137, -0.03373556211590767, 0.0478254035115242, 0.05169450119137764, 0.07172815501689911, -0.02571921981871128, -0.017127899453043938, 0.02182363159954548, 0.10690921545028687, -0.00130064832046628, -0.0682390108704567, -0.05335899069905281, 0.05001994967460632, -0.01824920065701008, 0.09110934287309647, 0.01356101967394352, -0.0012044223258271813, 0.08321224898099899, 0.09272941946983337, 0.019949957728385925, -0.024181818589568138, -0.03836779668927193, 0.031121795997023582, 0.004628918599337339, 0.044821057468652725, -0.06399598717689514, 0.01648789644241333, 0.04706975072622299, -0.008930200710892677, -0.08609609305858612, 0.07868420332670212, -0.014572997577488422, 0.055801182985305786, 0.02325948141515255, -0.03484947979450226, -0.03423706814646721, -0.024498702958226204, 0.08942069113254547, -0.08915596455335617, -0.019312195479869843, 0.04948902130126953, 0.026023678481578827, -0.04497513547539711, 0.06286779046058655, -0.06814434379339218, -0.0540686696767807, 0.0187485683709383, -0.020158324390649796, -0.03789573535323143, -0.035772670060396194, 0.005473429337143898, 0.019567621871829033, 0.10986083000898361, 0.01391033548861742, 0.02332638017833233, -0.08142850548028946, -0.09651855379343033, 0.014009225182235241, 0.07071121782064438, -0.034765586256980896, -0.030273376032710075, -0.004523826763033867, -0.04968967288732529, 3.823787614308897e-33, -0.06927448511123657, 0.07298371940851212, -0.01601794734597206, 0.10567649453878403, -0.05078096315264702, -0.018448753282427788, 0.04480508342385292, 0.07228226959705353, 0.017304619774222374, 0.12450801581144333, 0.005775128025561571, -0.0074492827989161015, -0.016481513157486916, 0.0014894205378368497, 0.09738265722990036, -0.026563329622149467, 0.04709748923778534, 0.07170777022838593, -0.028769467025995255, 0.0610070526599884, -0.010385209694504738, 0.07754496484994888, -0.022654468193650246, 0.06921099126338959, 0.07375359535217285, 0.09321065992116928, 0.07999478280544281, 0.043357398360967636, 0.03153380751609802, 0.009823917411267757, -0.03794821724295616, -0.09347894042730331, -0.04710610583424568, -0.01479434221982956, -0.027133150026202202, -0.009405533783137798, 0.04329056292772293, -0.019325558096170425, -0.017226247116923332, -0.047684479504823685, 0.02331317588686943, 0.009512054733932018, -0.01944795250892639, 0.06439512223005295, -0.010446099564433098, 0.0005811801529489458, -0.02318491041660309, 0.06838224083185196, 0.034016966819763184, 0.10283361375331879, 0.08177106827497482, 0.07119107991456985, -0.0032626499887555838, -0.013512586243450642, 0.0019660694524645805, 0.05327853560447693, -0.02785765565931797, -0.06418287754058838, -0.028587276116013527, -0.025443188846111298, -0.07103075087070465, 0.04739248380064964, 0.015072698704898357, -0.09514181315898895, 0.10107371211051941, -0.01157348696142435, 0.021652869880199432, 0.024735206738114357, -0.03353293985128403, 0.018926141783595085, 0.20550864934921265, 0.048979345709085464, -0.016372518613934517, 0.025332607328891754, 0.006208514329046011, -0.10452166944742203, 0.08789592236280441, -0.009054241701960564, -0.013381275348365307, -0.02873631753027439, -0.05337368696928024, -0.05576624721288681, 0.029344413429498672, 0.003319872310385108, 0.07126859575510025, 0.0116872014477849, -0.09980916976928711, -0.023494800552725792, -0.015575126744806767, 0.025650804862380028, -0.0025307692121714354, 0.08472485840320587, 0.022765090689063072, -0.03750262409448624, -0.005148089956492186, -1.5862180902104228e-8, -0.10662355273962021, -0.04059350863099098, 0.0066524832509458065, 0.014890451915562153, -0.007514685392379761, 0.030154554173350334, 0.04406696930527687, -0.013276789337396622, 0.00019174389308318496, -0.07891858369112015, 0.08605634421110153, -0.02268601581454277, 0.008134891279041767, 0.07878036797046661, 0.0460868738591671, 0.03325631842017174, 0.04194509983062744, -0.03973756730556488, -0.07316664606332779, 0.025432663038372993, -0.015364302322268486, 0.0009863954037427902, -0.027202002704143524, 0.017422979697585106, -0.060029078274965286, -0.034169312566518784, -0.04942915216088295, 0.08995109796524048, -0.020799413323402405, -0.04464816302061081, 0.02732391469180584, 0.03238337114453316, 0.04864879697561264, 0.012155391275882721, -0.13669955730438232, 0.01775887981057167, -0.0497349314391613, 0.01517307385802269, -0.00752755394205451, -0.027944138273596764, 0.006699199788272381, -0.008818992413580418, -0.04606597125530243, 0.027925139293074608, -0.027016280218958855, -0.06841276586055756, 0.07930521667003632, -0.09453421086072922, -0.03403941169381142, 0.02397257462143898, 0.045140545815229416, 0.025943858548998833, 0.016042307019233704, 0.03028450347483158, 0.08961346000432968, 0.02324254810810089, -0.006797876209020615, -0.021816343069076538, -0.00041112254257313907, 0.058020737022161484, -0.016329748556017876, 0.024549398571252823, 0.00008088903996394947, -0.0454769991338253 ]
p
It will encode this movement.
[ "tags", "tags/vector-image-search" ]
10,859
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ -0.08288978040218353, 0.046939488500356674, 0.05120573937892914, -0.07503583282232285, 0.011615634895861149, -0.03669573366641998, 0.046926312148571014, -0.049396347254514694, 0.03934184089303017, -0.07616713643074036, 0.03637067228555679, 0.026969268918037415, 0.009810484014451504, 0.001649316749535501, 0.004970228299498558, -0.02587447687983513, 0.02414732240140438, 0.019139010459184647, 0.03770273178815842, -0.010141015984117985, -0.027175307273864746, -0.08521874248981476, -0.03416375070810318, -0.022920481860637665, -0.13235419988632202, -0.031822651624679565, 0.04071207717061043, 0.04720982909202576, 0.012287928722798824, -0.024073323234915733, -0.004707178100943565, 0.08681727945804596, -0.006522331852465868, 0.04131757840514183, -0.09947331994771957, -0.04627314209938049, -0.1157013550400734, 0.06573919206857681, -0.010444428771734238, -0.006865946110337973, -0.025867333635687828, -0.12454355508089066, -0.026866838335990906, 0.015548055991530418, 0.002895096316933632, 0.09140988439321518, 0.07972951978445053, 0.052739810198545456, -0.02447853423655033, 0.02664283476769924, -0.05555982515215874, -0.06699112057685852, -0.005303107667714357, -0.004672366660088301, 0.02155431918799877, 0.1364559829235077, 0.015109454281628132, -0.04091040790081024, 0.011495441198348999, -0.004843090660870075, 0.07109570503234863, 0.05085187405347824, -0.052919235080480576, 0.05158408358693123, 0.06531397253274918, -0.08943482488393784, -0.05701887980103493, -0.05773111805319786, -0.011044335551559925, 0.03724171593785286, 0.04671398177742958, -0.012592594139277935, -0.042013756930828094, 0.04853390157222748, -0.021564114838838577, 0.061910271644592285, -0.0005831770831719041, -0.012303588911890984, 0.0067271888256073, -0.012904214672744274, -0.0826471596956253, -0.007847074419260025, 0.062013354152441025, -0.0036751441657543182, 0.03430798649787903, -0.017645880579948425, -0.05369294062256813, -0.13646438717842102, -0.04428678750991821, -0.01538593228906393, -0.05237986892461777, -0.031202320009469986, -0.021823743358254433, -0.06587078422307968, -0.044492460787296295, 0.0372006855905056, -0.0003011551161762327, 0.09060139209032059, 0.02753247134387493, 0.02377639338374138, -0.06849996000528336, -0.01248961966484785, 0.016514819115400314, 0.04384460300207138, -0.02326226234436035, -0.035779427736997604, -0.04713374748826027, 0.0256276186555624, 0.03947144001722336, -0.0840395987033844, -0.03362534940242767, -0.10111211985349655, 0.017601944506168365, 0.06792069226503372, -0.06477933377027512, -0.02991664968430996, -0.02205522730946541, 0.029449492692947388, 0.05269193649291992, 0.019041309133172035, -0.010248217731714249, 0.04627342149615288, -0.06290031224489212, -0.09731627255678177, -0.08737988770008087, -0.002124672057107091, -0.003769246395677328, 2.7497277730450185e-33, 0.005758808460086584, 0.04652766138315201, 0.017169062048196793, -0.04652255401015282, 0.06773839890956879, -0.013358383439481258, -0.0409003384411335, 0.004047842230647802, -0.00036129498039372265, 0.055122215300798416, 0.0030273818410933018, 0.0010531471343711019, -0.022312790155410767, 0.04744330048561096, -0.06381019204854965, 0.025150088593363762, -0.019858678802847862, 0.07898958772420883, -0.10803329944610596, 0.0023710657842457294, -0.01229813788086176, 0.033903446048498154, -0.06312944740056992, 0.015537410974502563, -0.03841647505760193, 0.03958861902356148, 0.028615297749638557, 0.0029688600916415453, 0.04089871048927307, 0.0037190152797847986, 0.00300617259927094, 0.09863416850566864, 0.030657922849059105, -0.0897468775510788, 0.011022862046957016, -0.021383240818977356, 0.025962721556425095, -0.08824793249368668, -0.007240078411996365, 0.02011425793170929, 0.02166195586323738, -0.024675006046891212, 0.00887950137257576, 0.00002208249134127982, -0.05314013361930847, 0.06236135587096214, 0.07127734273672104, 0.001711130840703845, -0.028140518814325333, 0.015367060899734497, 0.06406296789646149, 0.033615875989198685, -0.025103457272052765, -0.0016983534442260861, -0.0886247456073761, -0.03222334384918213, -0.0010743323946371675, -0.03742813691496849, 0.05299580097198486, 0.04940856993198395, 0.0032102218829095364, -0.012378870509564877, 0.03865795210003853, -0.03436753526329994, 0.02004350908100605, -0.03658648952841759, 0.11086107045412064, -0.07085451483726501, 0.005758542101830244, 0.06720161437988281, 0.006461744196712971, 0.07991615682840347, 0.0023337267339229584, 0.0033393059857189655, 0.01170464139431715, -0.07079249620437622, -0.03597740828990936, 0.021700473502278328, 0.008065690286457539, -0.026336999610066414, -0.10355756431818008, 0.10788246244192123, 0.02046678587794304, -0.053287118673324585, 0.007163176313042641, -0.04172759875655174, 0.041853927075862885, -0.022388797253370285, 0.028555074706673622, 0.008814340457320213, 0.06834337115287781, 0.02617637626826763, -0.09673036634922028, 0.0416029617190361, 0.037621017545461655, -3.42290620445408e-33, -0.017300894483923912, -0.04622102528810501, 0.03424014523625374, 0.029426706954836845, 0.011191798374056816, 0.03227735310792923, 0.09016317129135132, -0.08029363304376602, 0.026154745370149612, 0.11006750166416168, 0.11508189886808395, -0.010479509830474854, -0.039483584463596344, -0.07088085263967514, -0.03298165276646614, -0.014913415536284447, 0.04585457593202591, 0.0022718857508152723, -0.04135531187057495, 0.05161659047007561, 0.1291828602552414, -0.03616258129477501, -0.03229253366589546, 0.0008299690671265125, -0.0691947340965271, -0.008578750304877758, 0.08738003671169281, -0.03773246333003044, -0.07058583945035934, 0.05983126908540726, 0.013814828358590603, -0.06375715136528015, -0.0766293928027153, -0.011690660379827023, -0.015555414371192455, -0.015830643475055695, -0.09633953124284744, 0.045714121311903, 0.03608626499772072, 0.04351351410150528, 0.023949207738041878, -0.10150449723005295, -0.01703731343150139, 0.047440990805625916, -0.013771547935903072, -0.14498452842235565, 0.045960403978824615, -0.06419298052787781, 0.021801823750138283, 0.045092176645994186, 0.04616935923695564, 0.05545519292354584, -0.018879055976867676, -0.02360929176211357, -0.05539780855178833, -0.0006166219827719033, -0.05922788381576538, -0.01925811916589737, -0.03342433646321297, 0.06507940590381622, 0.06312290579080582, 0.01339012198150158, -0.018253443762660027, 0.01581023447215557, 0.04763629287481308, -0.018672041594982147, 0.004620470106601715, 0.028364939615130424, 0.04101800546050072, 0.030398808419704437, 0.043493300676345825, -0.038406845182180405, 0.0446467325091362, 0.014163501560688019, 0.02483108639717102, -0.10588465631008148, 0.11759132891893387, -0.020519498735666275, 0.016956593841314316, 0.036778099834918976, -0.08181885629892349, -0.09035655111074448, 0.06805013865232468, 0.06671782582998276, -0.015872465446591377, 0.06747229397296906, -0.11060712486505508, 0.10034213215112686, -0.017222309485077858, 0.022675782442092896, -0.040996696799993515, 0.05087645724415779, 0.003164981957525015, -0.058887772262096405, -0.00981205329298973, -3.6091321931053244e-8, -0.09027271717786789, -0.041415099054574966, -0.016829920932650566, 0.021941684186458588, -0.018156595528125763, 0.005067090038210154, -0.01942436583340168, -0.03431335836648941, -0.03600889444351196, -0.004145937971770763, -0.039214350283145905, -0.030206231400370598, 0.04708882048726082, 0.061852626502513885, 0.039534907788038254, 0.05913271754980087, -0.020681777969002724, 0.03636551648378372, -0.06842474639415741, 0.02647259272634983, -0.04384497553110123, 0.009555763565003872, -0.007703208364546299, 0.08764427900314331, -0.0533059686422348, 0.016286630183458328, -0.055987026542425156, 0.033591099083423615, -0.0713842436671257, 0.036281175911426544, 0.060444653034210205, -0.014183067716658115, 0.08360309153795242, -0.054051484912633896, 0.13377909362316132, 0.028265981003642082, -0.031915005296468735, -0.008406509645283222, 0.054278042167425156, -0.0026563468854874372, -0.008381331339478493, -0.07007751613855362, -0.027438171207904816, 0.08560286462306976, 0.052562374621629715, 0.008902291767299175, 0.08664077520370483, -0.052556704729795456, -0.10015726834535599, 0.0352860726416111, 0.05054135620594025, -0.03781130909919739, 0.026205720379948616, 0.014410474337637424, 0.02626476064324379, -0.07313193380832672, 0.04353567212820053, -0.0033737618941813707, 0.07410237938165665, 0.07136768102645874, 0.04297112300992012, -0.013939328491687775, 0.03581396862864494, 0.008852649480104446 ]
p
And then in the matching, instead of matching trouser, which looks similar, it will just match trouser where in the product picture the person will be working as well, which is not really what we want.
[ "tags", "tags/vector-image-search" ]
10,860
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ -0.04830745607614517, -0.047173090279102325, -0.007623459678143263, 0.023191427811980247, 0.12543809413909912, 0.06084270775318146, -0.08922745287418365, -0.03614161163568497, -0.09440542757511139, -0.07591602951288223, -0.036277033388614655, 0.01641291193664074, 0.011366486549377441, 0.0045611122623085976, -0.007857735268771648, -0.06391173601150513, 0.08463847637176514, 0.03229803964495659, -0.052919887006282806, 0.026102153584361076, -0.032254837453365326, 0.030778292566537857, 0.0612054318189621, -0.015028350055217743, -0.044690586626529694, 0.0021409133914858103, -0.03589556738734245, 0.011649574153125286, 0.05805525183677673, -0.12258543074131012, 0.020828574895858765, 0.05605092644691467, 0.017260607331991196, 0.0521697998046875, -0.037140700966119766, 0.007562524639070034, 0.0028610723093152046, 0.005462006665766239, -0.028207823634147644, -0.007865293882787228, -0.024410272017121315, -0.02445230633020401, -0.06617862731218338, 0.061145465821027756, 0.04869724437594414, -0.014263629913330078, 0.008852672763168812, -0.11255834996700287, -0.05252443999052048, 0.011975664645433426, -0.05364891514182091, -0.08633895218372345, -0.03768366202712059, -0.05058501660823822, -0.08221884816884995, 0.008770525455474854, 0.059074562042951584, -0.03452499210834503, -0.03429173305630684, 0.011389456689357758, 0.007588190957903862, -0.02035696618258953, -0.01452042255550623, 0.03688830882310867, 0.08461412042379379, 0.0013194212224334478, -0.0373966284096241, 0.03651281073689461, 0.03460424765944481, -0.01711595430970192, 0.01642526499927044, 0.04184909537434578, 0.05439271777868271, 0.04209866747260094, 0.07484971731901169, 0.015331443399190903, 0.018499797210097313, -0.0053457235917449, 0.09087015688419342, -0.033016350120306015, -0.02561998926103115, -0.013563803397119045, -0.024707183241844177, 0.015829816460609436, 0.0789552554488182, -0.011829741299152374, -0.01720866560935974, 0.017388101667165756, -0.07508807629346848, -0.05454375967383385, 0.01959356851875782, 0.010487114079296589, 0.058573778718709946, 0.010260223411023617, -0.04419586434960365, 0.049175672233104706, 0.01397618930786848, 0.004637482110410929, 0.0442165732383728, 0.053658418357372284, -0.10774070024490356, 0.01780993863940239, 0.052394598722457886, 0.02460610307753086, -0.0441371314227581, -0.08489733934402466, 0.10735658556222916, 0.031534694135189056, -0.0007364416960626841, -0.09369022399187088, -0.005048974417150021, -0.003719232976436615, -0.003992636688053608, -0.04311401769518852, 0.013205778785049915, -0.03297196328639984, 0.01163305900990963, -0.07856067270040512, 0.05350117385387421, 0.005406894721090794, -0.10868585854768753, 0.03242731839418411, -0.03724801167845726, -0.02822894975543022, -0.010430754162371159, 0.081732377409935, -0.09418225288391113, 1.4960330636035533e-34, 0.0338357612490654, 0.06187533214688301, 0.03360095992684364, -0.006209079176187515, 0.046317487955093384, 0.0072984774596989155, -0.055040374398231506, 0.056228313595056534, -0.00994514673948288, 0.06657315045595169, 0.05311225354671478, 0.0106577780097723, -0.02338355779647827, 0.08996187150478363, 0.10742704570293427, -0.05545305088162422, -0.10888446867465973, 0.027439162135124207, -0.016997549682855606, -0.02103203348815441, -0.013990784995257854, -0.04999722167849541, 0.08960264921188354, -0.05975089594721794, -0.023389039561152458, 0.08458052575588226, 0.04117988795042038, -0.00042019871762022376, -0.004681678488850594, 0.004102203529328108, -0.0111869927495718, 0.024984091520309448, 0.061339229345321655, 0.03618627414107323, -0.026224836707115173, -0.03416052088141441, -0.00024309816944878548, 0.0447394885122776, -0.0047941566444933414, -0.05544421821832657, -0.005724899936467409, 0.0674198716878891, 0.046997662633657455, -0.0007545995758846402, -0.003642004681751132, 0.0848904475569725, 0.09496992081403732, -0.041422296315431595, -0.05244547873735428, -0.0019464265787974, 0.010855264961719513, 0.00934057030826807, -0.035071033984422684, -0.024679843336343765, -0.06348360329866409, -0.04227324202656746, 0.05570251867175102, -0.05090508237481117, -0.053512971848249435, 0.01189692784100771, 0.05470686033368111, 0.06210261955857277, 0.042178794741630554, 0.015620418824255466, 0.05344343185424805, 0.03780026733875275, 0.06679858267307281, 0.011516058817505836, 0.021032052114605904, -0.015576171688735485, -0.041118741035461426, -0.030233241617679596, -0.04696858674287796, -0.057610977441072464, 0.07233788818120956, -0.02718139812350273, -0.01247610803693533, -0.0435321182012558, 0.005655187647789717, -0.047264184802770615, 0.003602665616199374, 0.03521991893649101, 0.016818689182400703, -0.013183104805648327, -0.04619854316115379, -0.07805079966783524, 0.03626667335629463, -0.03283345699310303, 0.02217087894678116, 0.10345852375030518, -0.008376693353056908, 0.025300676003098488, -0.03330741450190544, 0.025639889761805534, 0.06885533779859543, -9.212003007573752e-34, -0.04167579486966133, -0.01414490956813097, -0.05274075269699097, 0.024516131728887558, -0.011081043630838394, -0.021148987114429474, -0.042608607560396194, 0.07771945744752884, -0.0389401949942112, 0.04383376985788345, 0.09166581928730011, -0.04465039074420929, 0.0019047744572162628, -0.03428930789232254, -0.054312337189912796, -0.060017552226781845, -0.08534427732229233, -0.007016107905656099, 0.036322254687547684, -0.00010610630124574527, 0.04521432891488075, 0.0827464908361435, -0.12677136063575745, 0.0268253143876791, -0.03027443215250969, 0.0725240632891655, -0.04843146353960037, 0.018910065293312073, 0.026153283193707466, -0.01607273332774639, -0.06049765646457672, -0.09112615883350372, 0.010976603254675865, 0.004280922468751669, -0.017154980450868607, 0.0546189583837986, 0.020269764587283134, -0.043300971388816833, -0.017032839357852936, 0.01278118696063757, -0.003340922761708498, -0.0020244724582880735, -0.1721123456954956, -0.007123845629394054, 0.019443510100245476, -0.08072930574417114, -0.06503502279520035, -0.016417408362030983, -0.0331508107483387, -0.01615149900317192, 0.04182437062263489, -0.009694715030491352, -0.05615081638097763, -0.1455373466014862, 0.010771241970360279, 0.032561808824539185, -0.01925346441566944, -0.0430055595934391, 0.06352273374795914, 0.13322415947914124, -0.0812269002199173, 0.03329431265592575, -0.06027498468756676, -0.059162355959415436, 0.03493571653962135, -0.07330339401960373, 0.015581824816763401, 0.032433245331048965, -0.02739405445754528, 0.009860890917479992, 0.06885645538568497, 0.047503404319286346, -0.02368338219821453, 0.07531693577766418, -0.047776900231838226, -0.05260751023888588, -0.011437754146754742, 0.06572508066892624, -0.017094876617193222, -0.048988226801157, 0.06674296408891678, -0.08160709589719772, 0.046802762895822525, 0.062433864921331406, 0.07721014320850372, 0.08124873787164688, 0.05425938963890076, -0.020618334412574768, -0.005993940867483616, -0.01966911181807518, -0.04951710253953934, 0.05584339052438736, 0.03892577812075615, 0.16128011047840118, -0.030468473210930824, -4.810464204751952e-8, -0.04884631186723709, -0.005784148816019297, 0.04602828994393349, 0.031708694994449615, -0.04545371234416962, 0.0011705029755830765, -0.012196644209325314, 0.1212659478187561, -0.027460860088467598, 0.11296903342008591, -0.03906867280602455, -0.005992521066218615, -0.08025279641151428, 0.131291463971138, 0.04288971796631813, 0.027135903015732765, 0.017405562102794647, 0.15572835505008698, -0.011707124300301075, 0.030394025146961212, -0.001512740971520543, 0.04706916585564613, 0.06389252841472626, -0.0436682254076004, 0.03961530700325966, -0.09580793231725693, -0.022351471707224846, 0.025126170367002487, 0.05886824429035187, 0.00403116038069129, -0.023129230365157127, 0.02916633151471615, -0.03125853091478348, -0.014736607670783997, -0.014015068300068378, 0.05656592920422554, -0.10103453695774078, -0.05204534903168678, -0.029984811320900917, 0.016820184886455536, -0.02004248835146427, 0.03975126892328262, -0.08760972321033478, -0.019763797521591187, 0.05137696862220764, 0.044696226716041565, -0.023469306528568268, -0.049445897340774536, -0.003062134375795722, 0.058768823742866516, -0.03453543409705162, -0.017109064385294914, -0.08249632269144058, 0.012666967697441578, 0.020341504365205765, -0.03664880245923996, 0.004612090066075325, -0.04448045790195465, 0.002709577325731516, 0.040459394454956055, 0.010569224134087563, -0.06168048828840256, -0.003036313224583864, 0.022941065952181816 ]
p
And the other challenges we faced is that we tried to fine tune the model, but our first fine tuning wasn’t very good because we tried to take an open source model and, and get the labels it had, like on different furnitures, clothes, et cetera, to basically train a model to classify the different classes and then remove the classification layer to just keep the embedding parts.
[ "tags", "tags/vector-image-search" ]
10,861
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
[ 0.010918566025793552, 0.048891015350818634, -0.045182786881923676, -0.007423847448080778, 0.06148609519004822, 0.080162912607193, 0.004386604763567448, 0.019604336470365524, -0.01847786270081997, -0.09391619265079498, 0.07614322751760483, -0.0070697166956961155, -0.028499150648713112, -0.03153972700238228, 0.0032505495473742485, -0.038255468010902405, 0.0402805395424366, -0.06286366283893585, -0.02282565087080002, -0.012577430345118046, 0.00927918590605259, 0.05073360726237297, 0.06669417768716812, 0.032628171145915985, -0.01746232993900776, 0.06156180799007416, -0.13164563477039337, 0.06902942061424255, 0.05615607276558876, -0.0014306887751445174, 0.023725932464003563, 0.12435466051101685, 0.03446602076292038, -0.000776774890255183, 0.04439318925142288, -0.027821822091937065, -0.06836937367916107, 0.04356461018323898, 0.04024931788444519, 0.0047141434624791145, 0.09199902415275574, -0.01992257684469223, 0.031407181173563004, 0.037736084312200546, -0.060482945293188095, 0.036952726542949677, -0.01253869291394949, -0.06445327401161194, -0.06746036559343338, 0.08932454884052277, -0.0003689973382279277, -0.05137186869978905, -0.03826640918850899, -0.1127990111708641, -0.058380961418151855, -0.04349716007709503, -0.006901429500430822, -0.03282016143202782, 0.027085348963737488, 0.10415931046009064, -0.025636935606598854, -0.01562502235174179, -0.06650426983833313, 0.053724490106105804, 0.06137433275580406, 0.013550171628594398, -0.019268035888671875, -0.05610816925764084, -0.059946056455373764, 0.0027686781249940395, 0.0516769178211689, 0.0020017405040562153, 0.0922025740146637, 0.04037031903862953, -0.03557839244604111, -0.0007922578370198607, -0.00012255730689503253, 0.04510897025465965, 0.022728927433490753, -0.06206294894218445, -0.07566594332456589, -0.03384091705083847, 0.0050180526450276375, 0.05219529569149017, 0.07337766140699387, 0.04490145668387413, 0.006102230399847031, -0.061121873557567596, -0.026872606948018074, -0.005344172939658165, 0.05519476905465126, -0.05164676904678345, 0.06108216568827629, 0.05960525944828987, -0.04457172378897667, -0.01484451349824667, -0.029946807771921158, 0.04327499493956566, 0.07536891847848892, 0.07882687449455261, -0.04806169494986534, -0.06149673834443092, -0.044074639678001404, 0.01947268657386303, -0.05533607676625252, -0.07420547306537628, -0.029293887317180634, 0.005150160752236843, 0.014883792027831078, -0.0038865504320710897, -0.039294492453336716, 0.00536708626896143, 0.04858563840389252, -0.029791133478283882, -0.03811654821038246, 0.010367834009230137, 0.00033365178387612104, -0.039865415543317795, 0.038547419011592865, -0.024635693058371544, -0.04892849922180176, -0.011752612888813019, -0.05506556108593941, -0.04634064435958862, -0.08146236836910248, 0.06498797982931137, -0.017139779403805733, -2.825079715997612e-33, 0.04523400217294693, -0.06181754916906357, 0.0199457798153162, -0.03845304995775223, 0.058751631528139114, 0.001528314664028585, -0.14026513695716858, -0.06247890368103981, 0.08234400302171707, 0.052685774862766266, 0.04499490559101105, 0.04919537901878357, 0.015960529446601868, -0.023030363023281097, 0.03173892945051193, 0.02230015955865383, -0.02246442809700966, 0.10594683140516281, -0.024890858680009842, -0.032903943210840225, -0.03687867522239685, -0.034674081951379776, 0.041877858340740204, -0.10202468931674957, -0.025919293984770775, 0.11638902127742767, -0.03129642829298973, 0.09002835303544998, 0.08496864885091782, -0.0029382731299847364, -0.021279219537973404, -0.058445610105991364, 0.14132417738437653, -0.024850957095623016, 0.08238828182220459, 0.03831661865115166, -0.003218148136511445, -0.033185020089149475, -0.017143987119197845, -0.005211037117987871, 0.0575849711894989, 0.07997104525566101, 0.017628788948059082, -0.011966198682785034, 0.0011765972012653947, 0.09308411926031113, -0.014231239445507526, 0.0014028328005224466, -0.04231934994459152, 0.06333582103252411, -0.029830647632479668, 0.007650271523743868, 0.005540498532354832, -0.04338840767741203, -0.010432310402393341, -0.005250275135040283, -0.025499317795038223, 0.049659911543130875, -0.0290848296135664, -0.018287191167473793, -0.0017403749516233802, 0.10545089095830917, 0.04052967205643654, 0.016906514763832092, 0.011422033421695232, 0.09368738532066345, 0.008769967593252659, 0.021673405542969704, 0.05619615688920021, -0.017414357513189316, -0.012566312216222286, 0.01058260165154934, 0.014757725410163403, 0.016371948644518852, 0.03694653883576393, -0.05150093138217926, -0.0698648989200592, 0.02059345133602619, 0.009823158383369446, -0.049193236976861954, 0.00366621813736856, -0.021023279055953026, -0.023758480325341225, 0.03661036491394043, -0.030854759737849236, -0.04049547016620636, 0.05667049065232277, 0.032378941774368286, -0.010615171864628792, 0.037648528814315796, -0.007453071419149637, -0.005103690549731255, -0.08468480408191681, -0.03616445139050484, -0.024449383839964867, 7.246133805907405e-34, -0.12842319905757904, -0.0027818414382636547, -0.014249073341488838, -0.01707620359957218, 0.05803028121590614, 0.031049415469169617, 0.08146069943904877, 0.013795430772006512, 0.10459249466657639, 0.0538005456328392, 0.05295051634311676, -0.03477424010634422, -0.08553732931613922, -0.03766053542494774, -0.05635906010866165, -0.023662757128477097, -0.0786762610077858, 0.08473726361989975, 0.01934160478413105, 0.04970764368772507, -0.007157616782933474, 0.10140897333621979, -0.09051810950040817, 0.10154467076063156, -0.001636027591302991, 0.05080760270357132, 0.07348013669252396, -0.043138254433870316, 0.017222199589014053, -0.04974124953150749, -0.005407541058957577, -0.10488124936819077, -0.058583103120326996, 0.018268540501594543, -0.03385687246918678, -0.020161926746368408, 0.04312606528401375, -0.006345290690660477, -0.08191267400979996, -0.030180465430021286, -0.026179632171988487, 0.007271991576999426, -0.1383512020111084, 0.03610214963555336, -0.08088842779397964, -0.016747741028666496, 0.02838490717113018, -0.03647847846150398, 0.031305018812417984, 0.026106854900717735, -0.034363653510808945, -0.04068411514163017, -0.006692219991236925, -0.01605144888162613, -0.09573280066251755, -0.013648896478116512, -0.047349218279123306, -0.013988163322210312, 0.016761992126703262, 0.03358708322048187, -0.003245552536100149, 0.033250004053115845, -0.0516037754714489, -0.1085210070014, 0.08144893497228622, -0.0036466552410274744, -0.018415844067931175, 0.006139592733234167, 0.01648988574743271, -0.0014571063220500946, 0.04397657513618469, -0.004225249867886305, 0.002631828421726823, -0.03837527334690094, -0.08276773989200592, -0.02718767710030079, -0.07135945558547974, 0.025431884452700615, -0.0639939159154892, -0.02525828592479229, 0.045412927865982056, -0.008376079611480236, -0.04006475210189819, 0.1771174669265747, 0.03740007057785988, 0.05290007218718529, 0.026450661942362785, -0.03191331401467323, -0.011426463723182678, 0.040104568004608154, 0.06622714549303055, -0.014870239421725273, 0.026936432346701622, 0.19760370254516602, -0.06208016723394394, -2.2359643025993137e-8, 0.02979159913957119, 0.05237967520952225, -0.04933229088783264, 0.015892447903752327, -0.024349477142095566, 0.014320576563477516, 0.01663336530327797, -0.015540484338998795, -0.02724795788526535, 0.11687689274549484, 0.003737302031368017, 0.0063221207819879055, -0.11196556687355042, 0.010850949212908745, -0.03652048110961914, -0.06216368079185486, -0.027009516954421997, 0.036469798535108566, -0.03661583364009857, 0.052151892334222794, -0.07668302208185196, 0.0009418833651579916, 0.04084843769669533, -0.05102569982409477, -0.005919524002820253, -0.03972466662526131, -0.014286047779023647, 0.038750357925891876, 0.020694425329566002, 0.011959299445152283, 0.0026530034374445677, 0.012393402867019176, 0.010800802148878574, 0.03599657863378525, -0.0030936780385673046, -0.0012574889697134495, -0.0608978234231472, -0.012004895135760307, 0.06106962636113167, -0.020861655473709106, -0.1157805547118187, -0.07918086647987366, -0.0375404916703701, 0.08307840675115585, 0.0844401940703392, 0.07241842895746231, -0.04848119243979454, 0.016825906932353973, -0.03631677106022835, -0.031070418655872345, -0.03502361476421356, -0.033866997808218, -0.014003824442625046, -0.005890521686524153, 0.06448919326066971, -0.03551914170384407, 0.022731272503733635, 0.015147965401411057, -0.04699736833572388, 0.016911117359995842, 0.03662144020199776, -0.01509125530719757, 0.01398880872875452, 0.019130889326334 ]
p
The thing is that the labels were not specific enough.
[ "tags", "tags/vector-image-search" ]
10,862
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,863
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ -0.003229007590562105, 0.04965999349951744, -0.003503572428599, 0.03362357243895531, 0.025955578312277794, -0.007868291810154915, -0.004996766801923513, -0.02254665456712246, -0.14538735151290894, -0.02072116732597351, 0.022529488429427147, 0.02690192498266697, 0.03380601853132248, 0.023005591705441475, -0.016685253009200096, -0.05581451207399368, 0.05375128239393234, -0.06945382058620453, -0.018200242891907692, 0.0059025464579463005, 0.01961173489689827, 0.024125253781676292, 0.0536867156624794, 0.06418926268815994, -0.025007667019963264, 0.06118127331137657, -0.002164097037166357, -0.009232393465936184, 0.1103840321302414, -0.010370563715696335, 0.030318619683384895, 0.0251210555434227, 0.04373832046985626, 0.04000122845172882, -0.06998775154352188, 0.09904362261295319, 0.03214281052350998, 0.07151947170495987, -0.03467056527733803, -0.012445827946066856, -0.009014091454446316, -0.0414961501955986, -0.004322104621678591, 0.042909346520900726, -0.00022492626158054918, -0.004697011783719063, 0.007191338110715151, -0.06344035267829895, 0.0033292551524937153, -0.03691644221544266, -0.05193531513214111, -0.10806568711996078, 0.0022267841268330812, -0.08497385680675507, -0.004101709462702274, 0.0353841558098793, 0.024675820022821426, 0.018717527389526367, -0.00934387743473053, 0.007440288085490465, -0.06045452132821083, -0.06122501939535141, -0.030710117891430855, -0.007509293500334024, 0.06280836462974548, -0.05951957777142525, 0.029883934184908867, -0.06693337112665176, 0.026281636208295822, -0.028625093400478363, -0.03727784380316734, 0.049773089587688446, -0.038161180913448334, -0.012244203127920628, 0.024765050038695335, -0.003357845125719905, -0.03510475531220436, 0.06632891297340393, 0.029543433338403702, 0.014248746447265148, -0.03824545443058014, -0.0508623868227005, 0.028203580528497696, 0.0599358007311821, 0.08434810489416122, -0.004899207036942244, 0.008328283205628395, -0.029731087386608124, 0.030031973496079445, 0.026173243299126625, 0.020203055813908577, -0.012768296524882317, -0.023989999666810036, 0.03741693124175072, 0.028714798390865326, 0.022676963359117508, -0.01321322564035654, 0.047933321446180344, -0.05326090380549431, 0.058397892862558365, -0.03391105309128761, 0.0011642866302281618, -0.001207610359415412, 0.006268748082220554, -0.0632517859339714, -0.0024564871564507484, -0.009946412406861782, -0.049273137003183365, 0.036215540021657944, -0.04863159731030464, -0.0206819549202919, -0.02721860446035862, 0.03248307853937149, 0.029393883422017097, 0.006179555784910917, 0.09761861711740494, -0.10143088549375534, 0.015070565976202488, -0.0648430809378624, 0.13873249292373657, 0.01811189390718937, 0.0008746993844397366, -0.048176638782024384, 0.034653324633836746, -0.040146004408597946, -0.043191224336624146, 0.058222707360982895, -4.025440731456583e-33, 0.06709755212068558, 0.13690419495105743, 0.05738799273967743, 0.012918023392558098, 0.007995308376848698, -0.07504359632730484, -0.04155362769961357, 0.029347121715545654, 0.049764618277549744, -0.016429556533694267, 0.03883973881602287, -0.007606228347867727, 0.03079937770962715, 0.0176585391163826, -0.0004068426205776632, 0.0063317003659904, -0.06225457414984703, 0.08012423664331436, 0.001045433571562171, -0.045487623661756516, 0.038290705531835556, 0.002774542663246393, -0.0017030854942277074, -0.0895785540342331, 0.07433407753705978, 0.02641158178448677, 0.04679477587342262, 0.008208554238080978, 0.04419996961951256, 0.013580202125012875, -0.022599563002586365, -0.008104929700493813, -0.04559681937098503, 0.006363332271575928, 0.01757621206343174, 0.01285893376916647, 0.07212799042463303, -0.040330156683921814, 0.013267516158521175, -0.01967918500304222, 0.0034824968315660954, -0.007223121821880341, 0.07571811974048615, -0.04107130318880081, 0.02526819333434105, 0.018758388236165047, -0.04674258455634117, -0.06330069154500961, -0.054952360689640045, 0.057211536914110184, -0.028452657163143158, -0.012839839793741703, 0.08226557821035385, -0.07489480823278427, 0.03784448280930519, 0.13777950406074524, 0.02475506067276001, 0.0945255309343338, -0.023624399676918983, 0.011551296338438988, 0.03183811157941818, 0.008057341910898685, -0.025120802223682404, 0.11005605012178421, -0.058785997331142426, -0.044778965413570404, -0.036340709775686264, -0.007901208475232124, 0.07649140059947968, 0.002980519086122513, -0.11086282879114151, -0.02221010997891426, -0.04828069731593132, -0.11431839317083359, 0.04917895048856735, -0.003519663354381919, 0.07014314085245132, -0.046496499329805374, -0.03874652832746506, -0.019984016194939613, 0.04877584055066109, 0.009913340210914612, -0.01689847931265831, -0.05498741939663887, -0.04520042613148689, -0.019488153979182243, 0.07043307274580002, -0.07644966244697571, -0.03293590247631073, 0.029219431802630424, -0.012464525178074837, 0.0017312421696260571, -0.032740212976932526, -0.020781587809324265, 0.04327477514743805, 4.8062870985612735e-33, -0.024325307458639145, 0.06956638395786285, -0.05790692940354347, 0.05123760551214218, 0.05015380308032036, 0.053199589252471924, -0.0031018489971756935, 0.00718357227742672, -0.08001179248094559, 0.12690727412700653, 0.017950166016817093, -0.013549470342695713, -0.1165996566414833, -0.01641770824790001, -0.05099604278802872, 0.041395362466573715, -0.022444231435656548, 0.09985918551683426, 0.013931726105511189, 0.06222124770283699, 0.05192292854189873, 0.12467275559902191, -0.032224513590335846, 0.0035995934158563614, 0.0074274237267673016, 0.08193592727184296, -0.00852346420288086, 0.08094506710767746, -0.04580095782876015, 0.0008568418561480939, 0.009078244678676128, -0.08196346461772919, -0.10718441009521484, -0.03434877470135689, -0.09097690135240555, 0.019277919083833694, 0.012640098109841347, 0.060148414224386215, -0.02443520352244377, 0.042634010314941406, -0.025160059332847595, -0.038600608706474304, -0.10466189682483673, 0.07170911878347397, -0.0005080010741949081, -0.06633506715297699, 0.04230628162622452, -0.05397954210639, -0.03554485738277435, 0.018189966678619385, -0.02550491876900196, -0.0559033639729023, -0.07202605158090591, -0.04023462533950806, -0.02897389978170395, -0.04653482884168625, 0.05363807827234268, -0.03183348849415779, -0.0128144146874547, -0.021527938544750214, -0.051598187536001205, -0.0038531534373760223, 0.014979888685047626, -0.013927893713116646, 0.002272335346788168, -0.04978243634104729, -0.055577509105205536, 0.05852498486638069, -0.004276342689990997, 0.04172533005475998, 0.00490187481045723, 0.07334000617265701, 0.042773228138685226, 0.006554270628839731, 0.0063585867173969746, -0.07153712213039398, -0.05270879715681076, -0.07425498217344284, -0.09395027160644531, -0.041728101670742035, 0.006318388972431421, -0.08108790963888168, -0.011462544091045856, 0.019256407395005226, 0.07249687612056732, 0.10195290297269821, 0.026954149827361107, -0.054590482264757156, 0.004792920779436827, 0.011671382933855057, -0.006760057993233204, 0.02153049223124981, 0.1255372166633606, 0.11084384471178055, -0.021421698853373528, -1.8981266336481895e-8, -0.06029357761144638, 0.006533615291118622, 0.0057408506982028484, 0.04815472289919853, 0.016997624188661575, 0.040912020951509476, -0.01697307825088501, 0.049977611750364304, -0.04951006919145584, 0.04210750386118889, 0.0032548317685723305, -0.029313048347830772, 0.0033974717371165752, 0.14066627621650696, 0.036383889615535736, 0.07129345834255219, -0.014820157550275326, 0.07012831419706345, -0.0383276529610157, 0.04892557114362717, 0.05572330579161644, 0.02046423777937889, -0.008309866301715374, 0.06311998516321182, -0.015971209853887558, -0.05934526398777962, -0.07963287085294724, 0.12481026351451874, 0.05683811753988266, 0.023670922964811325, -0.00408266531303525, -0.03675076365470886, -0.02791306935250759, 0.03618371859192848, -0.014958607964217663, 0.08912644535303116, 0.01717071793973446, -0.043304674327373505, -0.012308064848184586, -0.09255637973546982, -0.08654635399580002, 0.06614497303962708, 0.03694545850157738, 0.07190688699483871, 0.036895863711833954, 0.031215932220220566, -0.054983362555503845, -0.06361354887485504, -0.01767374388873577, -0.06674972921609879, 0.04865897074341774, 0.02442687377333641, -0.023979198187589645, 0.03131305053830147, 0.1274605095386505, 0.0034865234047174454, 0.006048665381968021, -0.07634662091732025, -0.12778091430664062, 0.10681122541427612, -0.05711817368865013, 0.07502691447734833, -0.06190415099263191, 0.002628981601446867 ]
p
So the training task was quite simple.
[ "tags", "tags/vector-image-search" ]
10,864
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ 0.05039216950535774, -0.028509538620710373, 0.05188428983092308, -0.020559418946504593, 0.0778067335486412, -0.016175666823983192, -0.15647120773792267, -0.019646264612674713, -0.0680498331785202, -0.059906844049692154, 0.04654669016599655, 0.12458731979131699, -0.0027318145148456097, -0.005559619516134262, -0.046560272574424744, 0.0005322565557435155, 0.08740812540054321, 0.0018666828982532024, -0.05085195228457451, -0.031687021255493164, -0.034008756279945374, -0.003114809049293399, 0.0878547951579094, -0.050213489681482315, 0.08178744465112686, 0.03755086287856102, -0.07976386696100235, -0.006304409354925156, 0.09127357602119446, -0.026318931952118874, 0.026433320716023445, 0.060711827129125595, -0.001764436368830502, -0.026478556916117668, -0.07445568591356277, 0.03972284123301506, 0.03093218058347702, 0.023730408400297165, -0.07183544337749481, -0.022175315767526627, 0.025640252977609634, 0.06678237020969391, -0.02279898151755333, 0.04399227350950241, 0.05579482018947601, -0.039243727922439575, -0.00800662487745285, -0.14118807017803192, -0.026637546718120575, -0.009632115252315998, -0.0558682344853878, -0.03700586408376694, -0.04620390385389328, -0.04186944663524628, -0.05253211781382561, -0.0038247443735599518, -0.017882488667964935, -0.0040654814802110195, 0.070253886282444, -0.04409252107143402, 0.058736953884363174, -0.07925169169902802, 0.07339590042829514, 0.0246077012270689, 0.07717115432024002, -0.090736523270607, -0.02057165652513504, -0.06303748488426208, 0.023758169263601303, 0.07371314615011215, 0.005965020507574081, 0.0017823895905166864, -0.03563295677304268, -0.07092403620481491, -0.003657266963273287, 0.03460099920630455, -0.03431979566812515, -0.02266453206539154, 0.06366906315088272, -0.051310520619153976, 0.030658569186925888, -0.02194209396839142, -0.0337606705725193, 0.03741179406642914, 0.10012045502662659, 0.023491399362683296, 0.02303151600062847, -0.12940727174282074, -0.13060426712036133, 0.037182990461587906, 0.09836103022098541, -0.034457337111234665, 0.00724278436973691, 0.045854803174734116, 0.04494673013687134, -0.06468997150659561, 0.03180880844593048, 0.020644592121243477, -0.011355315335094929, 0.06549092382192612, -0.044361043721437454, 0.027949538081884384, 0.023190267384052277, -0.03476370871067047, 0.018146060407161713, -0.02035745419561863, 0.07265967130661011, 0.02366057224571705, -0.0689065083861351, -0.0491795651614666, -0.02074350230395794, -0.004573726560920477, 0.0018322269897907972, -0.00823073647916317, 0.030111240223050117, 0.04767485707998276, 0.03032592125236988, 0.022364486008882523, 0.03648902475833893, 0.11740823835134506, 0.041299402713775635, -0.015353735536336899, -0.01420604158192873, 0.05900450423359871, -0.04247594624757767, 0.018607236444950104, -0.018355295062065125, -6.526430961131729e-34, 0.013938553631305695, -0.03566848114132881, -0.005255824886262417, -0.014123061671853065, 0.0854581817984581, 0.01197445672005415, -0.012378173880279064, 0.08003149181604385, -0.00212743878364563, 0.013910983689129353, -0.04489880055189133, -0.02055225893855095, -0.010138005018234253, 0.06661722809076309, 0.08791901171207428, -0.05906948447227478, -0.07999725639820099, 0.010848172940313816, -0.0070686787366867065, 0.051582686603069305, 0.06351815164089203, -0.008796858601272106, -0.031033847481012344, -0.12584441900253296, -0.06183391809463501, 0.09581705927848816, 0.06307613849639893, -0.001008357503451407, -0.03771427273750305, 0.019663618877530098, -0.07097595185041428, -0.036014482378959656, 0.006383862346410751, 0.0745733454823494, 0.03270140662789345, -0.015959305688738823, 0.08511730283498764, -0.05532026290893555, -0.008500443771481514, -0.05484093725681305, 0.002502751536667347, 0.007990239188075066, -0.025201471522450447, -0.029998835176229477, -0.04912043362855911, 0.024805251508951187, 0.07304252684116364, -0.035888735204935074, -0.09273193776607513, 0.05541646108031273, 0.042401272803545, 0.054634395986795425, -0.047292858362197876, -0.07544520497322083, 0.004662609659135342, 0.02266785316169262, 0.0005883433041162789, 0.07485165446996689, -0.002500250469893217, 0.00440613366663456, -0.03615986555814743, 0.024277564138174057, 0.04804442077875137, -0.02011069841682911, -0.018334778025746346, 0.06943608075380325, 0.04864926263689995, 0.030000995844602585, -0.013620476238429546, 0.022429930046200752, -0.05909867584705353, 0.032404012978076935, -0.039075128734111786, -0.042268410325050354, 0.06472437083721161, -0.0366569347679615, -0.06375959515571594, -0.08728379756212234, 0.025240177288651466, 0.023419089615345, 0.037469495087862015, -0.006853465922176838, 0.015011533163487911, -0.06389854848384857, -0.06164475157856941, -0.1309061348438263, 0.07392432540655136, -0.019628826528787613, 0.030807916074991226, 0.03366522863507271, -0.002993066096678376, 0.003861942794173956, -0.04583943635225296, 0.031817033886909485, 0.02988911233842373, 4.254366029268442e-35, -0.05963974446058273, 0.025967326015233994, -0.05907738581299782, 0.03372274711728096, -0.06087242811918259, 0.023728445172309875, -0.0252695195376873, 0.029023345559835434, -0.001488106558099389, -0.03233904018998146, 0.058165788650512695, -0.015574274584650993, -0.022736385464668274, -0.04818691685795784, 0.0037863831967115402, 0.045122455805540085, -0.0968296080827713, -0.03238026052713394, 0.04972998425364494, 0.03492916002869606, 0.0204930417239666, 0.05265374854207039, -0.01020078919827938, 0.05955689772963524, 0.03235037624835968, 0.116735078394413, -0.07368871569633484, 0.005723974667489529, 0.007408378180116415, -0.047645628452301025, 0.05688819661736488, -0.05858401581645012, -0.07832223176956177, 0.03181915730237961, -0.0089793149381876, 0.07102778553962708, 0.0172291062772274, -0.020487727597355843, -0.07239111512899399, -0.0780550166964531, 0.09140925109386444, 0.01282375305891037, -0.13822631537914276, 0.03506167605519295, 0.05161174386739731, -0.020659087225794792, -0.014896739274263382, 0.037900496274232864, 0.08839672803878784, 0.03856581449508667, -0.01736805960536003, -0.032257743179798126, -0.020555764436721802, -0.05899997428059578, -0.04547591879963875, -0.03314169868826866, 0.04173893481492996, -0.03809288516640663, 0.036326173692941666, 0.020467987284064293, -0.07130656391382217, -0.05081678554415703, -0.0011250312672927976, -0.1326080709695816, 0.033231258392333984, 0.004032311961054802, -0.029715396463871002, 0.07216788083314896, -0.03025495819747448, -0.041413940489292145, 0.020198358222842216, 0.003334119450300932, -0.05910651013255119, -0.008240515366196632, 0.00219947868026793, 0.03629208356142044, 0.015260724350810051, 0.013529469259083271, 0.010099679231643677, -0.07437941431999207, 0.0004286378971301019, -0.035761985927820206, 0.02734922617673874, 0.03603164479136467, 0.08325725793838501, 0.08696845918893814, -0.014451634138822556, -0.03224878013134003, -0.004409900866448879, 0.06065104901790619, -0.008610566146671772, 0.059959281235933304, -0.025641510263085365, 0.1460602730512619, 0.01791103556752205, -2.4232795325929146e-8, -0.07162640243768692, 0.06083094701170921, 0.023468663915991783, -0.035171400755643845, 0.0006926658097654581, -0.08344412595033646, -0.015054873190820217, 0.17227502167224884, -0.0610218271613121, 0.03492109850049019, -0.032982151955366135, -0.013974779285490513, -0.055688291788101196, 0.07055819779634476, 0.06770429760217667, 0.020259715616703033, 0.034927304834127426, -0.03469861298799515, 0.02402970753610134, -0.01225077360868454, 0.0060859424993395805, 0.030844932422041893, -0.007147540803998709, -0.06315374374389648, -0.08785268664360046, -0.016852697357535362, -0.006873521022498608, -0.004287052899599075, 0.01273825578391552, -0.06332909315824509, 0.01666394993662834, -0.009498019702732563, -0.0007912692381069064, 0.004562811926007271, -0.05491520091891289, 0.09475385397672653, 0.039077866822481155, -0.03236917778849602, -0.04599359631538391, -0.043512970209121704, -0.03910909593105316, 0.06809943914413452, 0.04002636671066284, -0.014003084972500801, 0.0788297951221466, 0.04443236440420151, 0.015491812489926815, -0.026664843782782555, -0.02139587700366974, 0.002793520223349333, 0.07153626531362534, 0.009593622758984566, -0.08946826308965683, 0.009733675979077816, 0.10054727643728256, -0.015995964407920837, 0.02921554073691368, -0.030835755169391632, -0.025789307430386543, 0.01535177230834961, -0.06216421350836754, -0.04658380150794983, -0.011482009664177895, 0.051903754472732544 ]
p
And at the end, the embeddings was not learning any very complex features, so it was not really improving it.
[ "tags", "tags/vector-image-search" ]
10,865
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ -0.01565873809158802, -0.07961935549974442, -0.018705623224377632, -0.05520372837781906, -0.12670907378196716, -0.10503257811069489, -0.07960785180330276, 0.02871738374233246, -0.1618826985359192, -0.061111919581890106, -0.0100603848695755, 0.016327213495969772, -0.058043185621500015, -0.04591593146324158, 0.037252895534038544, 0.09412210434675217, 0.034262701869010925, 0.08635450154542923, -0.028920164331793785, -0.0576605349779129, -0.03975125402212143, -0.07109872996807098, 0.01946055144071579, 0.005340659525245428, -0.08782431483268738, 0.04634224250912666, -0.08141882717609406, 0.06301990151405334, 0.006481921765953302, -0.10369709879159927, -0.01596459187567234, 0.08822489529848099, 0.00794396921992302, -0.0627530962228775, 0.01003262773156166, -0.002895199926570058, 0.0066742547787725925, 0.03212498500943184, -0.023231463506817818, -0.027701957151293755, 0.047940127551555634, -0.0022651925683021545, 0.10080217570066452, -0.0005925362929701805, -0.005332636181265116, 0.01082452293485403, 0.028868988156318665, 0.008482337929308414, 0.0634748563170433, -0.07874125987291336, -0.03257119655609131, -0.1253037005662918, -0.013226363807916641, -0.031984809786081314, 0.06179589033126831, 0.04753478989005089, -0.05667799711227417, 0.05742568150162697, 0.02316402830183506, -0.11726521700620651, -0.013774730265140533, 0.0477115735411644, -0.05166691541671753, -0.014832320623099804, 0.007765740621834993, -0.03258391097187996, 0.06763380020856857, -0.003134790575131774, 0.06912597268819809, 0.09621989727020264, -0.0069415210746228695, -0.03926583379507065, -0.020482627674937248, 0.037044841796159744, 0.03788212314248085, 0.10944359749555588, 0.05434242635965347, -0.0326944924890995, 0.11095791310071945, 0.0032940933015197515, -0.05996490269899368, -0.043266139924526215, -0.0036040155682712793, -0.01824059709906578, 0.022601323202252388, -0.021544553339481354, 0.032838378101587296, -0.05725014582276344, 0.026191486045718193, -0.017916589975357056, 0.10686993598937988, 0.04007698595523834, -0.05470646917819977, 0.0011806637048721313, -0.00420383969321847, 0.07653330266475677, 0.016255047172307968, -0.0029775132425129414, -0.005196603946387768, 0.09668702632188797, 0.018262453377246857, -0.06768933683633804, 0.01194691751152277, 0.015972312539815903, -0.08274029195308685, -0.011785714887082577, 0.050287749618291855, 0.16426123678684235, -0.04857025668025017, -0.06453127413988113, -0.04606327414512634, 0.06175040081143379, 0.009609838016331196, 0.039456889033317566, 0.0018295726040378213, 0.004198259674012661, -0.0525745190680027, -0.022461341693997383, -0.010675244964659214, 0.02131756953895092, -0.07126019150018692, -0.047822412103414536, 0.011625835672020912, -0.01838691532611847, -0.07266215234994888, 0.08802234381437302, -0.06848235428333282, 9.939093099660377e-34, -0.015837516635656357, 0.07070133835077286, -0.027599651366472244, -0.02475779689848423, -0.0539851114153862, 0.0053050401620566845, -0.061175957322120667, 0.03626823425292969, -0.01696918159723282, 0.009657694958150387, -0.024448495358228683, 0.019258536398410797, -0.038029786199331284, -0.01238496694713831, 0.006455889903008938, -0.12523923814296722, 0.0051076640374958515, 0.016574444249272346, -0.039820071309804916, 0.027225835248827934, -0.002790458733215928, 0.0057512326166033745, 0.023750891909003258, -0.04346451535820961, 0.0944756418466568, 0.05507107824087143, 0.06760187447071075, 0.02524036541581154, -0.008618829771876335, 0.029154226183891296, 0.010430710390210152, -0.0069683752954006195, -0.02837623655796051, -0.009676486253738403, -0.07639287412166595, 0.018551500514149666, 0.013411248102784157, 0.015147194266319275, -0.042231328785419464, -0.035617828369140625, 0.059078458696603775, 0.06907054036855698, 0.022679537534713745, -0.0207473523914814, 0.05032115429639816, 0.029593870043754578, -0.037928879261016846, 0.03783348947763443, -0.020891129970550537, -0.00837655458599329, -0.013084858655929565, 0.01983063295483589, -0.042645521461963654, 0.0497758686542511, 0.02004186622798443, 0.0392896831035614, 0.06252134591341019, -0.022926706820726395, -0.012066525407135487, 0.07959726452827454, 0.019930394366383553, 0.019573619589209557, 0.030186479911208153, 0.018439821898937225, 0.08060789853334427, 0.003480746643617749, -0.04895967245101929, -0.005257274955511093, -0.05211867019534111, -0.05255913361907005, -0.0300020482391119, -0.08040078729391098, 0.0665442943572998, 0.025457166135311127, 0.061784569174051285, -0.0475199893116951, 0.030735919252038002, 0.00801894348114729, -0.023394471034407616, -0.13290828466415405, 0.07422211021184921, 0.10237473994493484, -0.05109315365552902, 0.027491634711623192, 0.008369349874556065, -0.029576322063803673, -0.010836256667971611, -0.040431953966617584, -0.04396872594952583, 0.03448766842484474, -0.031086640432476997, 0.01582280918955803, -0.041195597499608994, -0.020144052803516388, -0.023152202367782593, -1.4025941656003917e-33, 0.003895884146913886, 0.014837760478258133, 0.08974189311265945, 0.07441000640392303, 0.0089022321626544, 0.04016629233956337, 0.03371569886803627, -0.03226336091756821, 0.02998163178563118, -0.0017172176158055663, 0.024411087855696678, -0.0761527270078659, -0.03280934691429138, -0.06243845075368881, -0.07677654176950455, 0.019851384684443474, -0.08972770720720291, -0.03177646920084953, 0.06924128532409668, 0.0032411133870482445, 0.030655309557914734, 0.10326389968395233, 0.0754450112581253, 0.020149139687418938, -0.07501443475484848, 0.00019568874267861247, -0.03580208122730255, 0.045526597648859024, -0.030009830370545387, 0.010385552421212196, 0.01617053709924221, -0.053825970739126205, -0.006379712373018265, 0.020173238590359688, 0.04427862912416458, 0.030912017449736595, 0.07221487164497375, -0.008321383036673069, 0.06017079949378967, -0.009083385579288006, 0.02458161674439907, 0.06394461542367935, -0.06488664448261261, -0.01969887688755989, -0.0006218510679900646, 0.0031303209252655506, -0.02928001433610916, -0.05870574340224266, -0.0052313306368887424, 0.07138875126838684, -0.0011252932017669082, -0.06573377549648285, -0.06183600798249245, -0.08179238438606262, -0.06674229353666306, -0.005220332182943821, 0.11801254749298096, -0.014821356162428856, -0.04111114516854286, 0.09723486751317978, -0.0864468514919281, -0.0028357109986245632, -0.013200557790696621, -0.030475333333015442, 0.06697072833776474, 0.0628783255815506, 0.0698966309428215, -0.027669638395309448, 0.05284607782959938, 0.07663197815418243, -0.009124747477471828, 0.04332660883665085, -0.004616771824657917, -0.02177649736404419, 0.0410236120223999, -0.03815054893493652, -0.07898342609405518, -0.006604157388210297, -0.028268495574593544, -0.018735330551862717, 0.006732472684234381, -0.04403840750455856, 0.014438961632549763, 0.05379365384578705, 0.03948234021663666, 0.06761552393436432, 0.0456826314330101, 0.018278060480952263, -0.006643170025199652, -0.017160765826702118, 0.0371931754052639, 0.009460147470235825, 0.08445704728364944, 0.04404599592089653, 0.01338648609817028, -4.019986121761576e-8, -0.0037407586351037025, -0.01246493961662054, -0.03957005590200424, 0.08214901387691498, 0.02517550438642502, -0.0048375204205513, -0.12324046343564987, 0.08073481917381287, -0.01356030348688364, -0.07372342795133591, 0.03825677931308746, -0.029343649744987488, -0.046667151153087616, 0.09958796948194504, 0.06295214593410492, -0.023319078609347343, -0.0037392759695649147, 0.036110442131757736, -0.0761028304696083, -0.03079874999821186, -0.06268792599439621, 0.06753748655319214, 0.08945077657699585, 0.011372288689017296, 0.03735365718603134, -0.06802505999803543, 0.035254936665296555, -0.0047371103428304195, 0.006267367862164974, -0.011232704855501652, -0.007226274348795414, -0.017146965488791466, 0.02678292989730835, 0.04143260791897774, -0.0037528816610574722, 0.012545467354357243, -0.07320386916399002, 0.016095664352178574, -0.0017628137720748782, 0.06642409414052963, -0.05322085693478584, 0.027979712933301926, -0.030233778059482574, 0.06207719445228577, 0.038677629083395004, -0.10839030891656876, 0.023869678378105164, -0.013956498354673386, -0.07359667867422104, -0.041531212627887726, 0.04007560759782791, 0.09103932976722717, 0.013862173072993755, -0.043573588132858276, -0.04559912160038948, 0.02076597511768341, -0.04862694442272186, 0.017752638086676598, -0.004932589363306761, 0.039695437997579575, -0.07029807567596436, -0.10598863661289215, -0.10776763409376144, -0.042356938123703 ]
p
So jumping onto the areas of improvement, knowing all of that, the first thing I would do if I had to do it again will be to use the managed milboss for a better fine tuning, it would be to labyd hard examples, hard pairs.
[ "tags", "tags/vector-image-search" ]
10,866
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ -0.017925484105944633, -0.03830341622233391, -0.0008581456495448947, -0.019042393192648888, 0.01988346315920353, 0.04727288708090782, -0.05043458193540573, 0.0495949313044548, 0.060726478695869446, -0.07058240473270416, -0.038153309375047684, 0.010408272035419941, 0.06806398928165436, -0.009518112987279892, -0.03051653318107128, -0.03633028268814087, 0.04581712558865547, 0.03753175958991051, -0.049630019813776016, -0.011304151266813278, 0.016076598316431046, -0.06106346473097801, -0.028851859271526337, -0.026462821289896965, -0.018547846004366875, -0.04828697443008423, 0.02040192484855652, 0.019828137010335922, -0.037040866911411285, 0.025705043226480484, -0.013300638645887375, 0.09496117383241653, 0.01851808652281761, 0.06618855893611908, -0.05577824264764786, 0.02316037006676197, -0.04483817517757416, 0.014279383234679699, 0.04634607955813408, -0.04460667446255684, -0.027763094753026962, 0.0035973829217255116, 0.046626925468444824, -0.00043931358959525824, -0.029240824282169342, 0.02198915183544159, -0.028257761150598526, 0.023885313421487808, -0.01947699300944805, -0.04412604123353958, -0.07073415815830231, 0.014122119173407555, -0.0380854606628418, -0.04971033334732056, 0.0254487544298172, 0.11709711700677872, 0.000582495704293251, -0.01825777068734169, -0.0008705343934707344, 0.010373422876000404, 0.05236140638589859, -0.07110770046710968, -0.06108797714114189, -0.0077460347674787045, 0.11705445498228073, -0.06647394597530365, 0.011614152230322361, -0.032176945358514786, -0.0236310213804245, 0.05189649760723114, -0.019355881959199905, 0.007703016512095928, -0.02730046771466732, 0.07704340666532516, 0.00042403340921737254, 0.08824272453784943, 0.024558449164032936, -0.08083563297986984, -0.03456363081932068, 0.02180156670510769, -0.0926576554775238, -0.04632766917347908, 0.011378707364201546, 0.037171680480241776, 0.1358460932970047, -0.05647728964686394, 0.016054298728704453, -0.08365418761968613, 0.03926032409071922, -0.048101384192705154, -0.009276892058551311, -0.008639989420771599, -0.026927029713988304, -0.059040334075689316, 0.09299233555793762, 0.09255478531122208, 0.026555657386779785, 0.08117387443780899, 0.03670351579785347, 0.018157172948122025, -0.018745508044958115, 0.09100517630577087, 0.008554646745324135, 0.008686203509569168, 0.07636311650276184, -0.0043338593095541, 0.023911943659186363, 0.012546694837510586, 0.07246576994657516, -0.12368739396333694, 0.011262117885053158, -0.043368760496377945, 0.06928602606058121, 0.061870478093624115, 0.0017426131526008248, -0.015621492639183998, 0.024538179859519005, -0.0211334265768528, -0.031191781163215637, 0.06368271261453629, -0.07104883342981339, -0.016765965148806572, 0.003893401473760605, -0.08460113406181335, -0.07976933568716049, 0.019931403920054436, -0.04045502468943596, -1.0187165570367074e-33, 0.05740045756101608, 0.036307863891124725, 0.011449877172708511, -0.036250099539756775, -0.023003024980425835, -0.08746375143527985, -0.1463092416524887, 0.00959335919469595, -0.009652352891862392, 0.03538322448730469, -0.0816541314125061, 0.06352129578590393, 0.006207762286067009, 0.021097779273986816, -0.04806732386350632, 0.045330535620450974, -0.053899314254522324, -0.007959702983498573, -0.08147288113832474, 0.06286470592021942, 0.07284524291753769, -0.06669056415557861, -0.009425886906683445, -0.0592377670109272, -0.0124203497543931, 0.06063460186123848, -0.0030669057741761208, 0.00011929400352528319, 0.007182685658335686, -0.01767658442258835, -0.04539772868156433, 0.05616747587919235, 0.029352813959121704, -0.012501592747867107, 0.04861575737595558, 0.012300597503781319, 0.02969074435532093, -0.011379149742424488, 0.005834852810949087, -0.07127967476844788, -0.04198934882879257, 0.01081356592476368, -0.057316262274980545, -0.040399037301540375, 0.053900860249996185, 0.05562826991081238, 0.020158912986516953, -0.05331384763121605, -0.0715986043214798, 0.02070661075413227, 0.054408662021160126, 0.011617027223110199, -0.05039311200380325, 0.0634143128991127, -0.0934409499168396, 0.031766604632139206, 0.031150341033935547, -0.03814798593521118, 0.029439128935337067, 0.09720473736524582, 0.0021465057507157326, -0.02658844366669655, -0.01737467758357525, -0.059212345629930496, 0.03430544212460518, 0.02269328385591507, -0.01367744617164135, -0.03775821626186371, 0.012678791768848896, 0.06964778155088425, 0.0450974702835083, 0.01140911690890789, -0.10737079381942749, -0.05234380066394806, 0.039457064121961594, -0.07721513509750366, 0.019786400720477104, 0.024038435891270638, 0.0396573469042778, -0.03990846127271652, -0.08370539546012878, 0.014717444777488708, -0.009044243954122066, -0.11138831824064255, -0.08601567894220352, -0.05765308067202568, 0.03838988021016121, -0.05606124550104141, -0.05322355777025223, 0.0032233549281954765, 0.07590710371732712, 0.041566405445337296, -0.029594017192721367, -0.011940110474824905, 0.068309485912323, 5.6747435188102296e-34, -0.06828328967094421, 0.0006712294998578727, 0.05933575704693794, 0.048297058790922165, -0.021630819886922836, -0.072884202003479, 0.04928815737366676, -0.07261765748262405, -0.01551763154566288, 0.03842179477214813, 0.04499196633696556, -0.026273420080542564, 0.02855696901679039, -0.03786005824804306, -0.040087878704071045, -0.04888646677136421, 0.03025970049202442, -0.0033476888202130795, 0.05340907350182533, 0.02035949006676674, 0.10976561903953552, -0.012943140231072903, -0.042199451476335526, 0.0034614054020494223, -0.05720970779657364, 0.040930211544036865, 0.01728568971157074, -0.1368848830461502, -0.09813761711120605, -0.041239574551582336, 0.059418484568595886, 0.061052437871694565, -0.05312103033065796, -0.0034193096216768026, -0.009455488994717598, 0.03592946380376816, -0.05753259360790253, -0.036531880497932434, 0.008539353497326374, 0.057896606624126434, -0.05715527758002281, 0.04685076326131821, -0.09043858200311661, -0.023638498038053513, -0.023118287324905396, -0.05871507525444031, 0.024789966642856598, -0.03488067910075188, 0.07713773101568222, -0.030140507966279984, 0.08389776200056076, 0.025901054963469505, -0.03709500655531883, -0.028847699984908104, -0.04617942124605179, -0.03689970076084137, -0.05645689740777016, 0.09120021760463715, -0.0031088734976947308, 0.11227533966302872, 0.04233136028051376, 0.029515773057937622, -0.03631884604692459, 0.12272672355175018, 0.01220363937318325, -0.00429030554369092, -0.01554893422871828, 0.06720037013292313, 0.04046056047081947, 0.0861971452832222, -0.08344346284866333, -0.062385693192481995, 0.004051022231578827, 0.00719568133354187, -0.014616195112466812, -0.09285735338926315, -0.04586141183972359, 0.042243391275405884, -0.006150458939373493, -0.004797059576958418, -0.02207108959555626, -0.011147950775921345, 0.03206172212958336, 0.07219424098730087, -0.03832747042179108, 0.07403313368558884, -0.05520498752593994, 0.0781964659690857, -0.05313004553318024, 0.04124770686030388, -0.05928005650639534, 0.021064788103103638, 0.023998156189918518, -0.04983861371874809, -0.0958990678191185, -4.036712297761369e-8, -0.061452288180589676, -0.04206734150648117, 0.002813492901623249, 0.006076345685869455, -0.022218935191631317, 0.04650850594043732, -0.04337892681360245, 0.10048156976699829, -0.01765723153948784, 0.03128059208393097, -0.00860654003918171, -0.00022096416796557605, -0.09578024595975876, 0.048414744436740875, 0.07636745274066925, 0.013125499710440636, 0.017533667385578156, 0.011289470829069614, -0.00824945792555809, 0.06687793880701065, -0.01643901877105236, 0.04643680155277252, 0.007972684688866138, 0.05713644623756409, 0.011390426196157932, 0.04869936406612396, 0.0007275550742633641, 0.030513670295476913, -0.04155237600207329, 0.04818620905280113, 0.021357985213398933, -0.011074290610849857, 0.08778982609510422, -0.0810440257191658, 0.14315247535705566, 0.13708680868148804, -0.04184241220355034, -0.0024894338566809893, 0.00953602697700262, 0.028462346643209457, 0.011507323011755943, 0.03243071958422661, -0.01882912777364254, 0.06614875048398972, 0.09600737690925598, 0.02946448139846325, 0.08621083199977875, 0.01538167055696249, -0.06419730931520462, -0.026310257613658905, 0.059430599212646484, 0.01139264926314354, -0.05450477451086044, -0.024256696924567223, -0.06037845462560654, -0.04555927589535713, -0.017832385376095772, 0.011821269057691097, 0.0914716124534607, -0.06832709163427353, 0.0788898766040802, -0.017793862149119377, -0.014504627324640751, 0.011905837804079056 ]
p
So, for instance, you know that when you have a matching pair where the similarity score is not too high or not too low, you know, it’s where the model kind of struggles and you will find some good matching and also some mistakes.
[ "tags", "tags/vector-image-search" ]
10,867
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ 0.011856158263981342, -0.04772717133164406, 0.0023963835556060076, 0.022185595706105232, -7.690479719713039e-7, -0.044708725064992905, -0.0477713979780674, 0.0057011437602341175, -0.016067583113908768, 0.005439587403088808, -0.03590429574251175, 0.06390111893415451, 0.04357293248176575, 0.019307957962155342, -0.015010001137852669, -0.029875822365283966, 0.060605306178331375, 0.00897970236837864, -0.08912738412618637, -0.08224591612815857, 0.05300808697938919, 0.004354903940111399, 0.07950910925865173, -0.012163499370217323, -0.07808712124824524, 0.019345393404364586, -0.008612450212240219, 0.047926582396030426, 0.05522612854838371, -0.09267789125442505, 0.0013838146114721894, 0.08729111403226852, 0.03371240943670273, 0.013272080570459366, -0.07256791740655899, 0.06539484113454819, -0.00040130835259333253, 0.027123596519231796, -0.005938665941357613, -0.04505971074104309, -0.08448949456214905, 0.007874347269535065, 0.05405079200863838, -0.013216505758464336, 0.07054243236780167, -0.019419798627495766, -0.02098650485277176, -0.16577962040901184, 0.03024808131158352, -0.04122253507375717, -0.07922955602407455, -0.11558499187231064, -0.017724549397826195, -0.042350977659225464, 0.01860121265053749, 0.15261231362819672, 0.04437367245554924, -0.054079003632068634, -0.020448898896574974, -0.04369877651333809, 0.019155114889144897, -0.02851245552301407, -0.10180538892745972, -0.0013670750195160508, 0.09899339824914932, -0.04004368185997009, -0.046581510454416275, 0.03911275044083595, 0.03777416795492172, -0.10762906819581985, 0.005568152293562889, -0.004924670793116093, 0.042817868292331696, 0.006313694175332785, 0.11317074298858643, -0.028898438438773155, 0.002604302018880844, -0.026877328753471375, 0.04128836840391159, 0.062212225049734116, -0.004070053342729807, -0.007343879900872707, -0.016256434842944145, -0.0013871622504666448, 0.0521642230451107, -0.08700772374868393, -0.011323598213493824, -0.07664711773395538, 0.08368340879678726, 0.0044287205673754215, 0.038070570677518845, -0.015227989293634892, -0.026712574064731598, -0.01300931628793478, -0.025205591693520546, 0.044167906045913696, 0.03403738886117935, -0.04683249071240425, 0.012655028142035007, 0.024656299501657486, -0.018611401319503784, 0.00825874786823988, 0.008768999017775059, 0.028302233666181564, -0.024051157757639885, -0.038931235671043396, 0.04554451256990433, 0.06195055693387985, 0.0044641923159360886, -0.08283033967018127, -0.07104586064815521, 0.018425824120640755, 0.05390555039048195, -0.005828686524182558, 0.018560970202088356, 0.03837791085243225, -0.00013673376815859228, -0.032696109265089035, -0.061011720448732376, 0.06622128188610077, 0.021048666909337044, -0.0055379718542099, -0.003193503012880683, 0.04483257979154587, 0.006928606424480677, -0.05224495008587837, -0.10244934260845184, -3.3370095261616336e-33, 0.06214224919676781, 0.02695082500576973, 0.03661687299609184, 0.014572275802493095, 0.09592173248529434, -0.014188001863658428, -0.0485713928937912, 0.02210930734872818, 0.021392514929175377, 0.03673313558101654, 0.0033755931071937084, 0.04192107543349266, -0.01994181238114834, 0.08523327857255936, 0.05974028632044792, -0.08118832856416702, -0.08275159448385239, 0.05858578905463219, -0.0614556148648262, -0.004559314344078302, 0.04893657565116882, -0.10867812484502792, -0.012176509946584702, -0.0887569710612297, 0.009173441678285599, 0.14928637444972992, 0.08003684878349304, 0.006430729757994413, -0.0317651592195034, 0.03456687927246094, -0.021171117201447487, 0.05162676051259041, -0.09434567391872406, -0.03258367255330086, 0.0028455150313675404, 0.07787539064884186, 0.06852272897958755, -0.02919687330722809, 0.09308292716741562, 0.005591163411736488, 0.016200615093111992, -0.01559953112155199, 0.01723880134522915, 0.004095354583114386, -0.04907907173037529, 0.02971123531460762, 0.0898766815662384, -0.029074471443891525, -0.0869249626994133, 0.037723708897829056, -0.03534562140703201, -0.027632910758256912, 0.08672354370355606, -0.0665525496006012, 0.06589161604642868, 0.05975707247853279, 0.025612439960241318, -0.0481686107814312, 0.012050132267177105, 0.043621279299259186, 0.004285108298063278, -0.01878790371119976, -0.05098714679479599, 0.053047820925712585, -0.010394081473350525, 0.03415083512663841, -0.011344361118972301, 0.019633125513792038, 0.12822894752025604, 0.05958341807126999, -0.07158582657575607, 0.017522457987070084, -0.03360920399427414, -0.02006564848124981, -0.011229067109525204, -0.026104843243956566, -0.030105849727988243, -0.04571027681231499, 0.0013226823648437858, -0.01250707358121872, -0.0025447786320000887, 0.017998354509472847, -0.04640460014343262, -0.008172905072569847, -0.0034225373528897762, -0.05602608993649483, 0.025941194966435432, -0.09467680007219315, -0.05046754702925682, 0.0012049045180901885, -0.030381321907043457, -0.0671740174293518, 0.012090258300304413, 0.03185737505555153, 0.008931364864110947, 1.8255548491125054e-33, -0.04564472660422325, -0.07608725130558014, -0.08449185639619827, 0.005484661553055048, 0.05794021114706993, -0.02469574101269245, -0.017162811011075974, -0.020823324099183083, -0.04447852075099945, 0.10432370752096176, -0.045267023146152496, 0.0277565885335207, -0.06937599182128906, -0.003758857026696205, 0.06667350977659225, -0.017684346064925194, -0.062261346727609634, -0.07125835120677948, -0.00784135702997446, -0.006966049782931805, -0.03847783803939819, 0.10188422352075577, -0.06978707015514374, -0.021265940740704536, -0.012318876571953297, 0.04057459905743599, -0.1533496230840683, 0.010367889888584614, 0.027598107233643532, 0.07118399441242218, -0.03435274586081505, -0.09690054506063461, 0.020148396492004395, -0.01958155445754528, -0.049699846655130386, 0.0852605551481247, 0.015895234420895576, -0.08890783786773682, 0.02231021597981453, 0.03852599859237671, -0.0010789233492687345, -0.06929147988557816, -0.08301185071468353, -0.012861642055213451, 0.0007693108054809272, -0.008923816494643688, 0.03674096614122391, 0.04068396985530853, -0.04411662369966507, -0.013895314186811447, 0.0054084607400000095, -0.0030027194879949093, 0.015006872825324535, -0.07500367611646652, -0.00003080789974774234, 0.054518960416316986, -0.018233230337500572, -0.00020069560559932142, 0.030182737857103348, 0.028872983530163765, 0.0025057701859623194, 0.01216923352330923, -0.025396566838026047, 0.016947397962212563, -0.020742781460285187, -0.01490405946969986, -0.050187721848487854, 0.021751856431365013, -0.005186982918530703, -0.013768560253083706, -0.043676067143678665, -0.004204899538308382, -0.004888672381639481, 0.02390257827937603, -0.03016398847103119, -0.08786489814519882, 0.017693430185317993, 0.0013227671151980758, -0.02744915336370468, -0.08665178716182709, -0.014401269145309925, -0.11044517904520035, -0.005863866303116083, 0.0096883624792099, 0.038238923996686935, -0.00851926114410162, -0.03160872310400009, 0.08605211228132248, -0.0010178202064707875, -0.04707356542348862, -0.009903927333652973, 0.06252790242433548, -0.029485709965229034, 0.05421270802617073, -0.06985655426979065, -3.0981702536792e-8, -0.03783350810408592, 0.027160894125699997, 0.07454897463321686, 0.020078232511878014, 0.009104431606829166, 0.018085723742842674, -0.002670835005119443, 0.08589866757392883, -0.03470918536186218, 0.05118945986032486, 0.04388723149895668, -0.04632009565830231, -0.01760691963136196, 0.04449600726366043, 0.12292453646659851, 0.06760747730731964, 0.09895968437194824, 0.06258419901132584, -0.04956475645303726, 0.010114057920873165, 0.08175887167453766, 0.07636158913373947, -0.004237836692482233, -0.034528397023677826, -0.0027623469941318035, -0.059209998697042465, -0.026618916541337967, 0.09708219021558762, 0.02607576549053192, -0.03922497481107712, 0.02696956694126129, 0.066447913646698, 0.03353919833898544, 0.06689447164535522, 0.0588635690510273, 0.07369190454483032, -0.02169371210038662, -0.03608988970518112, -0.044515013694763184, -0.045793335884809494, -0.020367514342069626, 0.0010364361805841327, 0.06317911297082901, 0.11343187838792801, 0.016471467912197113, 0.059609465301036835, -0.007933998480439186, -0.06723529100418091, 0.08141571283340454, -0.0023212977685034275, -0.07287675887346268, 0.07879911363124847, -0.03478618338704109, 0.004075482953339815, 0.03939726576209068, 0.08821818232536316, 0.003395387902855873, -0.054740674793720245, -0.06194000318646431, 0.05900159478187561, 0.0293177030980587, 0.05513729527592659, -0.08513765037059784, 0.01909397915005684 ]
p
So it’s where it kind of is interesting to level to then be able to fine tune your model and make it learn more complex things according to your tasks.
[ "tags", "tags/vector-image-search" ]
10,868
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ 0.010944993235170841, -0.09453798085451126, -0.07708133012056351, -0.07040826231241226, -0.05264374613761902, 0.00813149381428957, 0.02022709883749485, -0.03996727615594864, -0.058970000594854355, -0.13785448670387268, -0.04650653153657913, -0.04002044349908829, 0.026403039693832397, 0.06249373033642769, 0.013121543452143669, 0.028393803164362907, 0.054414600133895874, 0.09268642216920853, -0.053912658244371414, -0.08456598967313766, 0.02923198603093624, 0.04556502401828766, 0.055315304547548294, 0.014481729827821255, -0.06373415142297745, 0.023700056597590446, -0.05701499804854393, 0.005844415631145239, 0.0030066417530179024, -0.055586427450180054, -0.025186480954289436, 0.10469238460063934, -0.022333979606628418, 0.016507448628544807, -0.027628473937511444, 0.009291925467550755, -0.08456899225711823, 0.10567066818475723, 0.02555866166949272, 0.008246009238064289, -0.0467633418738842, 0.033048857003450394, 0.0344148725271225, 0.0048211123794317245, 0.013223041780292988, 0.01722192019224167, -0.08681593835353851, -0.055935733020305634, -0.059802524745464325, 0.04313330352306366, -0.07369917631149292, -0.06444384157657623, -0.05784635990858078, 0.029156114906072617, -0.02208021841943264, 0.01255287416279316, 0.0034318403340876102, -0.0632065013051033, 0.017081575468182564, 0.005495510529726744, -0.01650707982480526, -0.019344711676239967, -0.03272940590977669, -0.01113974116742611, 0.04208672419190407, 0.08172854781150818, -0.03263191506266594, 0.051661547273397446, 0.015249931253492832, -0.015492144040763378, 0.019299836829304695, 0.018794938921928406, 0.03417554125189781, 0.06704657524824142, 0.007670620921999216, 0.07478673756122589, 0.013195391744375229, -0.008043210953474045, 0.03562990203499794, -0.04743368551135063, -0.02036990411579609, 0.051538608968257904, -0.028942283242940903, -0.011700407601892948, 0.12087031453847885, -0.028971638530492783, -0.002323049819096923, -0.011209700256586075, -0.026371290907263756, 0.04714614525437355, -0.038804955780506134, -0.016042741015553474, 0.08703187853097916, -0.09772146493196487, -0.1177293062210083, 0.049581438302993774, -0.0017291466938331723, -0.06014794856309891, 0.034647464752197266, 0.04065633937716484, -0.04240666702389717, 0.015575309284031391, 0.05792532488703728, 0.006877351552248001, -0.005247221793979406, -0.011633620597422123, 0.05487299710512161, 0.0038912033196538687, 0.08529551327228546, -0.13422948122024536, -0.07797304540872574, 0.0347430482506752, -0.045048557221889496, -0.025784319266676903, 0.02450416050851345, 0.05479583889245987, 0.009067302569746971, -0.040351901203393936, 0.063882015645504, 0.07619252800941467, -0.09520093351602554, -0.04388957470655441, -0.02674179896712303, -0.03912566229701042, 0.05606384947896004, 0.07004660367965698, -0.07500317692756653, 8.734748627720057e-34, 0.0016594365006312728, 0.011322365142405033, 0.00038241903530433774, 0.009044323116540909, 0.014407544396817684, -0.014447907917201519, -0.09413538873195648, -0.00931779108941555, 0.0030324046965688467, -0.01221221312880516, 0.05257780849933624, 0.05909627676010132, -0.038854971528053284, 0.08973634243011475, 0.020157525315880775, -0.045652925968170166, 0.04025593027472496, 0.0984039232134819, -0.0072265067137777805, -0.03978860378265381, -0.046869635581970215, 0.0037710298784077168, 0.028057187795639038, -0.0792011097073555, 0.08014807105064392, -0.032996222376823425, -0.0011119605042040348, -0.017099658027291298, 0.059746772050857544, -0.011790337972342968, -0.021986475214362144, -0.02076989784836769, 0.0021055678371340036, 0.005809517111629248, -0.005533188581466675, -0.03686942905187607, -0.10538360476493835, 0.042326394468545914, 0.043815456330776215, 0.008183577097952366, -0.057835470885038376, 0.004817428532987833, 0.028635019436478615, -0.04420795291662216, 0.034682877361774445, 0.033974673599004745, -0.0655096024274826, -0.03776763007044792, -0.04613177478313446, -0.0419684536755085, 0.00439759436994791, -0.023847894743084908, 0.034370291978120804, 0.0036567123606801033, -0.026968909427523613, 0.02787262573838234, 0.04401351884007454, 0.02339242771267891, -0.030192077159881592, 0.029797786846756935, -0.036841485649347305, 0.031373944133520126, -0.04879444092512131, -0.034776147454977036, 0.01796293444931507, 0.02359551563858986, 0.02883651852607727, -0.03262344375252724, 0.05420045182108879, 0.02885931357741356, -0.040103062987327576, -0.026514997705817223, 0.04369952157139778, -0.021645430475473404, -0.016221387311816216, -0.014048511162400246, -0.022086897864937782, -0.03875194117426872, -0.028951387852430344, 0.03164750337600708, -0.004697558004409075, -0.03416002169251442, 0.040196217596530914, 0.022490577772259712, -0.022019008174538612, -0.07124882191419601, 0.008604184724390507, -0.04950909689068794, -0.0885077491402626, 0.04470193758606911, -0.08979496359825134, 0.08349993824958801, -0.06366205215454102, 0.005521304905414581, 0.005503328051418066, -2.5398351751820372e-33, -0.04984099045395851, -0.03698527812957764, 0.04200955480337143, 0.10791715979576111, 0.07315049320459366, 0.028227396309375763, 0.04158174991607666, 0.014039639383554459, 0.0013511324068531394, 0.012652182020246983, 0.0030333390459418297, -0.049383752048015594, -0.017690686509013176, -0.026845093816518784, -0.06517164409160614, 0.00719161331653595, -0.07849696278572083, 0.050004806369543076, 0.07296781241893768, 0.12586842477321625, -0.019916730001568794, 0.13663597404956818, -0.08309625089168549, 0.05211484432220459, 0.01665666326880455, 0.04134834557771683, -0.06141313165426254, -0.015539396554231644, -0.046154722571372986, 0.03268248960375786, -0.07735742628574371, -0.0429358035326004, 0.06944262236356735, -0.016123507171869278, 0.012533677741885185, -0.009178888984024525, 0.07604708522558212, -0.04784511402249336, -0.047731153666973114, 0.10196419805288315, 0.0007131540332920849, 0.06982315331697464, -0.05078604817390442, -0.008165211416780949, -0.030369829386472702, -0.08321020752191544, -0.07913292199373245, 0.04503244534134865, -0.02411295287311077, 0.06735249608755112, -0.016609778627753258, -0.014212198555469513, -0.040944285690784454, -0.03497163578867912, 0.0037064983043819666, -0.07197067141532898, -0.018075384199619293, -0.09752776473760605, 0.019772734493017197, 0.028634071350097656, -0.060289446264505386, -0.002239852212369442, 0.06495107710361481, -0.03963854908943176, 0.09242475032806396, -0.034118421375751495, -0.026679815724492073, -0.03921058773994446, -0.010470525361597538, 0.017939573153853416, 0.14008136093616486, 0.04079121723771095, -0.05403534695506096, 0.028476284816861153, -0.04812398925423622, -0.07554646581411362, 0.01743382029235363, -0.02979103848338127, -0.03616520017385483, -0.030151914805173874, 0.08826259523630142, -0.046617619693279266, 0.016007207334041595, 0.14680573344230652, -0.05289752036333084, 0.08178923279047012, 0.008944571018218994, 0.041047386825084686, 0.09503884613513947, -0.07291388511657715, 0.018016882240772247, 0.03849410265684128, 0.02820817567408085, 0.048425186425447464, -0.0937143862247467, -2.013807964829084e-8, 0.00360360206104815, -0.06075385585427284, 0.007519975770264864, 0.050904057919979095, -0.009041806682944298, -0.022251157090067863, -0.04948423430323601, 0.04264736548066139, -0.008889549411833286, 0.008939067833125591, 0.0019540751818567514, 0.00011979019473074004, -0.07331684231758118, 0.02651531621813774, -0.0057632457464933395, -0.05111776292324066, 0.02352399006485939, 0.08071322739124298, -0.03535953536629677, 0.06732228398323059, 0.015190044417977333, 0.08423586189746857, 0.05574731528759003, 0.05674375221133232, 0.035340942442417145, -0.08084370195865631, -0.02602260746061802, -0.03058081865310669, 0.0644499659538269, -0.015420078299939632, 0.04020717740058899, 0.019641347229480743, -0.003973884042352438, -0.049690816551446915, 0.08671653270721436, 0.08211354166269302, -0.11249671131372452, -0.0390871986746788, -0.07890523225069046, 0.07776308804750443, -0.018719039857387543, 0.065970778465271, -0.0846051499247551, 0.05150295048952103, 0.10877697169780731, -0.06537382304668427, 0.059977296739816666, -0.09666717797517776, 0.04889566823840141, -0.017590129747986794, -0.022763768211007118, 0.01012583076953888, -0.022527065128087997, -0.04015977680683136, -0.004748466424643993, 0.04414229094982147, -0.020045483484864235, 0.0007697212276980281, 0.037472646683454514, 0.09846211224794388, 0.030736951157450676, -0.03632647171616554, 0.04853999987244606, 0.010021206922829151 ]
p
Another possibility for fine tuning will be some sort of multilabel classification.
[ "tags", "tags/vector-image-search" ]
10,869
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ -0.003330997424200177, -0.01963440328836441, -0.05379616096615791, 0.006417271215468645, 0.03457707166671753, 0.05725700408220291, 0.06686694175004959, -0.028746942058205605, -0.007971586659550667, 0.06067425385117531, 0.03679773956537247, 0.03913198038935661, -0.019213231280446053, 0.015957945957779884, 0.042188405990600586, -0.031676605343818665, 0.017099693417549133, -0.013913189992308617, -0.018359623849391937, 0.03892575204372406, 0.10717543959617615, 0.0511438213288784, 0.06768837571144104, -0.002823164453729987, -0.0807836577296257, -0.002666198881343007, -0.03665847331285477, -0.06390228867530823, -0.0026036228518933058, 0.0012437738478183746, -0.05441529303789139, 0.03137774020433426, 0.019698459655046463, -0.02890322543680668, -0.009677552618086338, 0.0028176468331366777, -0.09771687537431717, 0.03708701580762863, 0.039335303008556366, -0.03749191015958786, -0.1269483119249344, -0.06517545878887177, -0.07085532695055008, 0.03847803547978401, -0.01110049057751894, 0.027024557814002037, -0.026872387155890465, -0.016230888664722443, -0.03356706351041794, 0.017651211470365524, -0.08092086762189865, -0.021526839584112167, -0.030508918687701225, -0.06240027770400047, -0.0007591710891574621, -0.014430434443056583, -0.01659339852631092, -0.08901448547840118, -0.03129280358552933, 0.08120863139629364, -0.002627403475344181, -0.002202390693128109, -0.07455863803625107, 0.08008701354265213, 0.03148544579744339, 0.19125236570835114, 0.0016842964105308056, -0.03763742744922638, 0.0026612833607941866, -0.047982364892959595, 0.027554232627153397, -0.023418156430125237, -0.03112010471522808, 0.05445114150643349, -0.02174011617898941, -0.08456550538539886, 0.01624409668147564, 0.03710528463125229, -0.07588325440883636, -0.006915765348821878, -0.036656975746154785, 0.04295913130044937, 0.008434522897005081, 0.020381852984428406, -0.010643299669027328, 0.04904407262802124, 0.03134847804903984, -0.025360755622386932, 0.0017023144755512476, -0.0027057083789259195, -0.01903025433421135, -0.0895935446023941, 0.047444459050893784, 0.041113466024398804, -0.034585073590278625, -0.09062700718641281, -0.043500930070877075, 0.011472982354462147, -0.06041331589221954, 0.00474446639418602, 0.004101521335542202, 0.020610541105270386, -0.009945964440703392, -0.0365961529314518, -0.01568668708205223, -0.012393453158438206, 0.03202110901474953, -0.05722810700535774, -0.03405502066016197, 0.04797687008976936, 0.011029224842786789, -0.012901972979307175, -0.02083483524620533, -0.07226633280515671, 0.04217095300555229, -0.039339736104011536, 0.013162225484848022, 0.06808613985776901, 0.12089768797159195, 0.0016635804204270244, 0.027745220810174942, -0.007252789568156004, -0.024406790733337402, 0.01621376909315586, -0.009859409183263779, -0.017173973843455315, -0.0837087631225586, -3.386174210042791e-33, 0.01784023642539978, -0.03081975132226944, -0.03608589619398117, 0.031038150191307068, 0.03712952509522438, 0.08727061748504639, -0.0492495633661747, -0.019994458183646202, 0.03248017653822899, 0.10981375724077225, 0.04145597666501999, -0.015692492946982384, -0.024254007264971733, -0.06918258219957352, 0.0034213459584861994, 0.035249631851911545, -0.0321841686964035, 0.1605711132287979, -0.044257812201976776, -0.08093085885047913, 0.05594952404499054, 0.017758021131157875, 0.03384270891547203, 0.03931312635540962, 0.07728918641805649, -0.005817351397126913, 0.0432341992855072, -0.05979017913341522, 0.021418310701847076, 0.012813424691557884, -0.037478070706129074, -0.033560603857040405, 0.0943392738699913, 0.010817339643836021, 0.009497657418251038, 0.06816445291042328, -0.10835592448711395, -0.07090362906455994, 0.13287538290023804, -0.013992996886372566, -0.05788687616586685, -0.04852576181292534, -0.0627366453409195, -0.04425153508782387, 0.010413788259029388, -0.035316769033670425, -0.016225017607212067, -0.032589469105005264, -0.049396492540836334, 0.03283872455358505, 0.0330008901655674, -0.0008802844677120447, 0.01022004708647728, -0.04755089804530144, 0.0050811851397156715, -0.04224744066596031, -0.0206147450953722, 0.07471317797899246, -0.04696870222687721, 0.052140556275844574, -0.042811181396245956, -0.026471421122550964, -0.004856926389038563, -0.046747177839279175, -0.1349692940711975, 0.041949108242988586, 0.00861284602433443, -0.0009935307316482067, 0.04640332981944084, -0.08546502143144608, -0.06386294960975647, 0.009470075368881226, -0.0253734327852726, -0.022599099203944206, 0.011323729529976845, -0.04689517989754677, -0.02388872765004635, 0.0030460096895694733, 0.12595893442630768, 0.012501867488026619, 0.08304529637098312, -0.01759612187743187, -0.0722317323088646, 0.05602557957172394, -0.025835514068603516, -0.0014357630861923099, 0.07536665350198746, 0.03301384672522545, -0.04694806784391403, 0.0505005344748497, -0.06485261023044586, 0.01563289575278759, -0.05002087354660034, 0.019049759954214096, -0.048113733530044556, 2.7381483271699536e-34, -0.009325787425041199, -0.02377781644463539, -0.04517493396997452, -0.030310070142149925, -0.1078331395983696, 0.03760555759072304, 0.0767214372754097, -0.0357847698032856, 0.05372379347681999, 0.030268579721450806, 0.07958047837018967, 0.037621356546878815, -0.06582488864660263, -0.05501597002148628, -0.09491988271474838, 0.1047927588224411, 0.02848399430513382, 0.02642800845205784, -0.043387521058321, 0.045233339071273804, -0.043458547443151474, -0.04395952820777893, -0.040436431765556335, 0.029543332755565643, 0.05523064360022545, -0.04018265753984451, -0.016303248703479767, 0.007391923572868109, 0.10806304216384888, -0.03545238822698593, 0.055775683373212814, -0.013814404606819153, -0.05591156333684921, 0.01846546307206154, -0.016621146351099014, -0.03719399869441986, 0.030206942930817604, -0.01932389661669731, -0.07387004047632217, 0.051690660417079926, 0.032153382897377014, 0.03552794083952904, -0.03411151096224785, 0.04232356324791908, -0.08261197805404663, -0.00804336927831173, -0.007059111725538969, -0.011364012956619263, -0.04136025905609131, 0.015804827213287354, -0.03424440696835518, -0.08440520614385605, 0.022131526842713356, -0.07858745008707047, -0.09961394220590591, 0.0693570226430893, -0.05989617481827736, 0.021268602460622787, -0.017501356080174446, -0.0768423080444336, 0.06847779452800751, 0.03135846182703972, 0.024815144017338753, 0.02218436263501644, 0.04244626313447952, -0.03543994203209877, 0.05367066338658333, 0.06660612672567368, -0.017437642440199852, 0.039611782878637314, 0.07932275533676147, -0.058891937136650085, 0.005443067755550146, -0.09680382162332535, 0.028671104460954666, 0.015455341897904873, 0.017714954912662506, -0.11278767138719559, -0.13218161463737488, -0.021540094166994095, 0.12386174499988556, 0.017098208889365196, 0.06673569977283478, -0.03875825181603432, -0.034120649099349976, 0.004397837910801172, -0.015644878149032593, 0.023198092356324196, -0.01642274670302868, 0.07612443715333939, -0.04973897710442543, 0.010983077809214592, 0.007467667572200298, 0.031112154945731163, -0.03303999826312065, -2.8364699034000296e-8, -0.0026447384152561426, 0.050568822771310806, 0.10564018040895462, -0.06342467665672302, 0.06294041872024536, -0.022757260128855705, 0.028652962297201157, 0.0504256933927536, -0.0533025898039341, -0.024358389899134636, 0.04698826000094414, 0.03073951229453087, -0.08314236253499985, 0.027848828583955765, 0.05664227530360222, 0.057065922766923904, -0.05953448638319969, -0.040271032601594925, 0.034426409751176834, 0.08356542140245438, 0.016101017594337463, 0.004992682486772537, 0.01889849826693535, 0.1066170409321785, -0.023702794685959816, 0.005177671555429697, -0.06390950828790665, 0.029132038354873657, 0.014766131527721882, 0.05634063854813576, 0.09199461340904236, -0.07851684838533401, 0.0759664922952652, -0.006989211309701204, 0.008381245657801628, 0.08713773638010025, 0.010657845064997673, -0.02265896275639534, 0.01902432180941105, 0.03356165066361427, 0.009187505580484867, -0.07219100743532181, -0.009513971395790577, 0.12942004203796387, 0.00704401358962059, 0.05058874562382698, -0.011077579110860825, -0.04118215665221214, -0.057127561420202255, -0.07013272494077682, -0.0019123718375340104, 0.02373191900551319, 0.021977661177515984, 0.018810812383890152, -0.03298257663846016, 0.07264704257249832, 0.04036041349172592, 0.0557151734828949, 0.044940825551748276, -0.037344083189964294, 0.05147196352481842, 0.06936030834913254, 0.015912551432847977, 0.02143789641559124 ]
p
So for instance, if you consider tab close, you could say, all right, those disclose contain buttons.
[ "tags", "tags/vector-image-search" ]
10,870
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
[ -0.012372319586575031, 0.07223479449748993, -0.08172626793384552, -0.07865339517593384, -0.037870295345783234, 0.023106588050723076, 0.09196025133132935, -0.030250025913119316, 0.05059513449668884, -0.012589512392878532, 0.003557001706212759, -0.014442196115851402, -0.009393071755766869, 0.02080664597451687, 0.01755741611123085, 0.033504705876111984, -0.03199745714664459, -0.06425866484642029, -0.025039592757821083, -0.09817826002836227, 0.05495864152908325, -0.021665627136826515, -0.05996786803007126, 0.0076847379095852375, -0.10734567791223526, 0.06935849785804749, 0.027054959908127785, 0.0440482422709465, 0.00632919417694211, -0.06281821429729462, -0.06674106419086456, 0.03754832223057747, 0.012367011979222298, 0.04780242219567299, -0.02149183303117752, -0.07801332324743271, 0.07049376517534256, 0.023798063397407532, 0.04489406570792198, 0.010044225491583347, 0.03550444543361664, -0.06599503755569458, -0.02139239013195038, 0.06334848701953888, 0.01759393699467182, 0.04605109244585037, 0.041079480201005936, 0.017932556569576263, -0.03038114868104458, -0.030740559101104736, 0.06754724681377411, -0.09606114774942398, -0.06533648073673248, 0.002917907666414976, -0.0025419010780751705, 0.011227280832827091, 0.023798391222953796, -0.008778435178101063, 0.05441809073090553, -0.023251300677657127, -0.026515597477555275, 0.0076861088164150715, -0.028342073783278465, 0.07956429570913315, -0.028961583971977234, -0.027796413749456406, -0.06942640990018845, -0.042379509657621384, 0.019447969272732735, -0.057899098843336105, 0.07025577872991562, 0.047894734889268875, 0.12258998304605484, 0.03888867795467377, -0.01804017834365368, -0.024526361376047134, 0.07840338349342346, 0.048236168920993805, 0.0013855909928679466, 0.018374644219875336, -0.11877181380987167, 0.0073667652904987335, -0.027552545070648193, 0.10069151222705841, 0.02537725307047367, 0.06404580175876617, -0.009971952997148037, -0.024618150666356087, -0.10724934935569763, -0.004556948319077492, -0.013789007440209389, 0.1017887145280838, -0.022168751806020737, -0.03174485266208649, -0.06878762692213058, 0.02437654510140419, 0.05212203040719032, 0.015307232737541199, 0.041941236704587936, 0.008682182990014553, 0.09011441469192505, -0.06338905543088913, 0.06289717555046082, 0.08676803112030029, -0.03798636049032211, -0.08705903589725494, 0.02567710168659687, 0.04012707248330116, -0.022333435714244843, -0.010066489689052105, 0.05453154072165489, -0.03990599513053894, -0.02152877114713192, -0.02607559785246849, -0.09781681001186371, -0.0053705619648098946, -0.09829681366682053, 0.04374903440475464, 0.03292013704776764, 0.0581052340567112, 0.021342750638723373, -0.017555098980665207, 0.026783881708979607, -0.013299956917762756, -0.047739043831825256, 0.017677878960967064, 0.03306777402758598, -1.0407196623334905e-32, 0.02278747223317623, -0.027477867901325226, 0.044363997876644135, 0.005135157611221075, 0.04915706068277359, 0.014596492052078247, -0.04146065562963486, 0.0051278360188007355, -0.03561350330710411, 0.07494735717773438, 0.02820182777941227, -0.04206628352403641, -0.006557090673595667, 0.15279027819633484, -0.012720389291644096, 0.03537299111485481, -0.030152268707752228, -0.11254027485847473, -0.13373993337154388, 0.01792663149535656, -0.028081167489290237, 0.10532709956169128, 0.043323371559381485, -0.015754280611872673, -0.01903649792075157, -0.0022079735063016415, -0.029009660705924034, -0.009548814035952091, 0.011235038749873638, 0.028769349679350853, 0.05623507499694824, -0.008919663727283478, 0.06923016905784607, 0.02695695124566555, -0.06318241357803345, 0.022322414442896843, -0.061694711446762085, -0.051724448800086975, -0.04294539615511894, 0.09361853450536728, -0.0011205447372049093, -0.03671659901738167, -0.04384036734700203, 0.0007335920818150043, 0.03688737377524376, -0.03567558899521828, 0.11765023320913315, -0.062332041561603546, -0.0019902968779206276, 0.03385201096534729, 0.02514694072306156, -0.03343420848250389, 0.06702552735805511, -0.047430139034986496, -0.005504795350134373, 0.021011734381318092, 0.06427691876888275, 0.0723247155547142, -0.06374537944793701, -0.07176321744918823, -0.019896982237696648, 0.008292047306895256, 0.050963930785655975, 0.048477739095687866, 0.07673810422420502, 0.047066669911146164, -0.03114059381186962, -0.00585823692381382, 0.037202466279268265, -0.03200770169496536, -0.007917303591966629, 0.025125652551651, 0.013740777969360352, -0.0039945608004927635, -0.010378770530223846, -0.031967777758836746, -0.00030946233891882, -0.024368766695261, 0.08587761968374252, -0.024985462427139282, -0.09307897835969925, -0.06090433895587921, -0.02609999105334282, -0.1070702001452446, -0.06991838663816452, 0.07335858047008514, 0.06298427283763885, -0.03392745554447174, 0.026119833812117577, -0.09097758680582047, -0.0459686703979969, 0.023712478578090668, -0.055749040096998215, -0.05698336660861969, 0.04613001272082329, 3.8196469354581254e-33, -0.005958191119134426, -0.019907116889953613, -0.012488487176597118, -0.02909042127430439, -0.007176498882472515, -0.04676144942641258, 0.0524759478867054, 0.05981528386473656, -0.019951747730374336, 0.029320139437913895, 0.06461772322654724, 0.04484441876411438, -0.08942613750696182, 0.06802082061767578, 0.006176061928272247, 0.035217687487602234, -0.048279810696840286, 0.09398689866065979, 0.009753316640853882, 0.01872224546968937, -0.10993976891040802, -0.04811166971921921, 0.019070949405431747, -0.009481220506131649, -0.03285171836614609, 0.03073820099234581, 0.007738340180367231, -0.06047005206346512, 0.007538598496466875, -0.047858770936727524, 0.041612833738327026, -0.0440693162381649, 0.01839694008231163, -0.01444099098443985, -0.015765691176056862, -0.07311595976352692, 0.05861348286271095, -0.08631415665149689, -0.01436192449182272, -0.01009012944996357, -0.010052626952528954, -0.01612834259867668, 0.0835437923669815, 0.04460204765200615, -0.032269593328237534, -0.030009645968675613, -0.01056175958365202, 0.06678374856710434, -0.04825647175312042, -0.0349433459341526, -0.0167017113417387, 0.009480833075940609, -0.01098517794162035, 0.06798552721738815, 0.028047196567058563, -0.03552074357867241, -0.10506100207567215, 0.07900159060955048, 0.0003299623494967818, 0.15016122162342072, -0.011707575991749763, -0.025572914630174637, -0.10961899906396866, 0.010226374492049217, 0.08104629069566727, -0.005955814383924007, -0.008918683975934982, -0.07279445230960846, 0.016337061300873756, 0.025237247347831726, 0.006912191864103079, 0.009608665481209755, -0.10571075975894928, -0.05025922879576683, 0.006798190996050835, -0.029564883559942245, 0.028660660609602928, -0.02727929875254631, -0.05701211467385292, 0.0839763656258583, -0.029511237516999245, -0.0295548178255558, -0.0009056345443241298, 0.028826888650655746, -0.02633919194340706, -0.01620193012058735, 0.0015292322495952249, 0.03266060724854469, 0.0879087895154953, -0.06502289324998856, 0.04769241437315941, 0.11008525639772415, -0.05164717510342598, -0.0031647104769945145, -0.03843675181269646, -2.15661604130446e-8, 0.034619543701410294, 0.005028473678976297, 0.018167149275541306, -0.0392891988158226, -0.017410149797797203, -0.009741283021867275, 0.0707453265786171, -0.09698016941547394, -0.015565493144094944, 0.02868730016052723, -0.020077088847756386, -0.02947182022035122, -0.14104625582695007, -0.008769646286964417, 0.05375973880290985, 0.030859138816595078, -0.07815147936344147, -0.004338501021265984, 0.023920118808746338, 0.09332099556922913, -0.10567310452461243, -0.0586480088531971, -0.023894591256976128, 0.037566207349300385, -0.04330265149474144, -0.020005926489830017, -0.02239760011434555, -0.006418594624847174, -0.004229722544550896, 0.03766665607690811, 0.04148034006357193, 0.05487425625324249, 0.07838165760040283, -0.04263531416654587, -0.0009238534839823842, 0.0067450120113790035, -0.009739184752106667, -0.0056905257515609264, 0.04927251115441322, -0.09219027310609818, 0.06835408508777618, -0.034326422959566116, -0.02033456601202488, -0.017606154084205627, 0.020816801115870476, -0.009443399496376514, -0.07322558015584946, -0.011394299566745758, -0.09253624826669693, -0.01801527477800846, 0.01912902668118477, 0.012888604775071144, -0.010676824487745762, 0.01146322675049305, -0.06423716247081757, -0.11978485435247421, 0.025626571848988533, 0.027114829048514366, 0.06882911175489426, 0.032591562718153, 0.07639167457818985, -0.07965564727783203, 0.04912678897380829, -0.036823078989982605 ]
p
It have a color, it have stripes.
[ "tags", "tags/vector-image-search" ]
10,871
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,872
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ 0.10576360672712326, -0.07955577224493027, -0.08094867318868637, 0.022763235494494438, -0.03560957312583923, 0.04392015188932419, -0.056922703981399536, -0.026470569893717766, 0.028524335473775864, -0.010273609310388565, 0.020707078278064728, -0.09675239771604538, 0.018387869000434875, 0.022306857630610466, 0.004369891714304686, -0.0025004269555211067, -0.004303845576941967, -0.024052118882536888, -0.0035719689913094044, 0.006292516831308603, 0.04337603226304054, 0.019981442019343376, 0.04700039327144623, -0.025361668318510056, 0.016176970675587654, -0.07446140050888062, -0.07123938202857971, 0.014565731398761272, -0.02516992948949337, -0.014783959835767746, -0.05814964324235916, 0.022457074373960495, 0.03527233749628067, 0.07871291786432266, -0.025509687140583992, -0.035299140959978104, 0.04908566549420357, 0.02253405563533306, -0.0010116597404703498, 0.08241338282823563, -0.011073405854403973, 0.016971414908766747, 0.02814066968858242, -0.006475159898400307, 0.027997110038995743, 0.035746268928050995, -0.14316686987876892, -0.025239404290914536, -0.03069264441728592, 0.0015062243910506368, 0.027323728427290916, 0.08668965846300125, -0.09785767644643784, 0.08027864247560501, -0.023645786568522453, 0.06950252503156662, -0.07685518264770508, -0.014993061311542988, -0.03884004428982735, 0.001214756048284471, -0.07006250321865082, -0.011672113090753555, -0.0008634919649921358, 0.05184198543429375, 0.079612597823143, -0.03181692957878113, -0.10684080421924591, 0.003773958422243595, -0.010682889260351658, 0.025596806779503822, -0.028122954070568085, -0.02603439800441265, 0.013373206369578838, 0.08593122661113739, 0.07778843492269516, 0.02735181525349617, -0.03280686214566231, -0.050522565841674805, 0.030392475426197052, 0.0963669866323471, -0.08640750497579575, 0.007098950445652008, -0.025272537022829056, -0.06841691583395004, 0.043318524956703186, -0.023114293813705444, 0.040364768356084824, 0.03190677985548973, 0.001963683171197772, 0.08945237100124359, -0.06119753047823906, -0.04184523597359657, 0.08281059563159943, 0.024698924273252487, -0.03636891394853592, 0.057057708501815796, -0.02658567577600479, -0.01357527356594801, -0.004054388962686062, 0.010403802618384361, -0.06121320277452469, -0.023453902453184128, 0.003120176959782839, -0.0006237971247173846, 0.025382651016116142, 0.01580338180065155, 0.02144291251897812, 0.03365859016776085, 0.017874369397759438, -0.06213785335421562, -0.02220604196190834, -0.004247617907822132, 0.07382110506296158, -0.03281161189079285, -0.13219228386878967, 0.029362400993704796, -0.022217893972992897, 0.08974449336528778, 0.10138203948736191, 0.1017049252986908, 0.009880547411739826, 0.0033234881702810526, 0.05173376575112343, -0.0017975487280637026, -0.041853778064250946, 0.0022952219005674124, -0.04393007606267929, -3.7631934519179005e-33, 0.06248125806450844, -0.09846674650907516, 0.06980248540639877, 0.015421095304191113, -0.035407353192567825, -0.0029735916759818792, -0.09147472679615021, 0.03216458112001419, -0.005474536679685116, 0.0510190986096859, 0.01975538395345211, 0.07382038235664368, -0.031314168125391006, 0.11725471168756485, 0.10752927511930466, 0.033740099519491196, 0.053831398487091064, 0.009600525721907616, -0.052282657474279404, 0.03635859116911888, 0.013115760870277882, -0.010775972157716751, 0.027561122551560402, -0.05044648051261902, 0.0472990982234478, 0.04845603182911873, -0.014384741894900799, -0.05811087042093277, -0.07133360207080841, 0.006325993221253157, -0.036491140723228455, 0.044564247131347656, -0.04743253067135811, -0.05100865662097931, 0.007887640036642551, 0.05222102254629135, -0.005114865023642778, 0.04442388936877251, 0.035748619586229324, -0.05145355314016342, -0.12806113064289093, -0.0543886162340641, -0.035954855382442474, -0.08174294978380203, 0.004061661660671234, 0.009893597103655338, 0.06627245247364044, 0.0370725616812706, 0.010138757526874542, 0.10330396145582199, 0.0009372421773150563, 0.020180048421025276, 0.011366341263055801, 0.06215711683034897, -0.08896887302398682, 0.008047867566347122, 0.018669845536351204, -0.0637669563293457, -0.09096401929855347, -0.0033655569422990084, -0.026151949539780617, 0.020760241895914078, -0.012673312798142433, -0.0683734118938446, -0.0393562875688076, 0.0230496097356081, -0.0018383075948804617, -0.036934979259967804, 0.03581699728965759, 0.049114104360342026, 0.02277873456478119, 0.02450859360396862, 0.03380795568227768, -0.04679553210735321, -0.042441509664058685, 0.051870182156562805, 0.02786969020962715, -0.10247869789600372, 0.0035293172113597393, -0.01840202696621418, 0.019050929695367813, -0.012053195387125015, 0.0056548574939370155, -0.08362087607383728, 0.060405973345041275, 0.046905722469091415, 0.07314687222242355, -0.0453934483230114, -0.023639997467398643, -0.08181595057249069, -0.06836049258708954, -0.0071471561677753925, -0.014735127799212933, -0.02071944810450077, 0.007265235297381878, 5.6126342544036185e-34, -0.07260061800479889, 0.0015882451552897692, -0.07675440609455109, 0.0164862759411335, 0.020877409726381302, 0.013045761734247208, -0.019565362483263016, -0.025534613057971, 0.002536526182666421, 0.12912766635417938, 0.018439585343003273, 0.029444586485624313, -0.035668060183525085, 0.0038338499143719673, 0.02149583213031292, -0.006864242721349001, -0.06842876970767975, 0.026484044268727303, -0.0605667307972908, 0.11339960992336273, 0.03265571966767311, 0.15372498333454132, -0.069674551486969, 0.08459312468767166, -0.008276187814772129, 0.033636368811130524, 0.0023999186232686043, -0.03493150696158409, -0.04841591417789459, -0.05458160117268562, 0.054071053862571716, -0.05111690238118172, -0.03276648372411728, -0.055499255657196045, -0.00625101663172245, -0.06609804928302765, 0.008523352444171906, -0.10960400849580765, 0.010544512420892715, 0.09785661101341248, 0.041143741458654404, 0.02105485275387764, -0.07771602272987366, 0.05274185538291931, -0.006745578721165657, -0.030480464920401573, 0.06050116941332817, 0.03444790095090866, 0.005229069851338863, 0.00018291387823410332, -0.07716143131256104, -0.017656050622463226, -0.028175953775644302, 0.04721289500594139, 0.014452292583882809, -0.011949077248573303, -0.002406467217952013, -0.07342773675918579, -0.007350962609052658, 0.030441971495747566, -0.00922375451773405, 0.09508230537176132, -0.022451212629675865, 0.08721955120563507, -0.010263209231197834, -0.049375563859939575, -0.012821751646697521, 0.036027681082487106, -0.10595180839300156, 0.009697766043245792, 0.022177794948220253, 0.07246473431587219, -0.011291064321994781, -0.11433108150959015, -0.0632496327161789, 0.018176687881350517, -0.0026182029396295547, 0.01859203912317753, 0.009217950515449047, -0.0414169579744339, -0.037430647760629654, -0.046826012432575226, -0.003992598969489336, 0.047548048198223114, 0.06592375040054321, -0.03266070410609245, 0.0885927677154541, -0.0005524300504475832, 0.06387176364660263, 0.07928857952356339, -0.0013676536036655307, 0.05350024625658989, 0.07311713695526123, -0.027563203126192093, -0.07517828792333603, -2.5385988422499395e-8, -0.04038048908114433, 0.0013569686561822891, -0.054631248116493225, 0.07592863589525223, -0.04877949878573418, 0.07356461882591248, -0.01208982802927494, 0.016595542430877686, -0.06345055997371674, 0.04624929651618004, 0.07313069701194763, -0.004513045772910118, -0.12084130197763443, -0.019647402688860893, 0.08142353594303131, 0.022802166640758514, 0.025584308430552483, 0.06329384446144104, -0.011990034021437168, 0.042711660265922546, 0.016703816130757332, -0.03350081667304039, -0.02895200438797474, -0.02735336869955063, -0.10015662014484406, 0.013584863394498825, 0.05344440042972565, 0.04426456242799759, 0.013394255191087723, 0.0024460013955831528, 0.00726925116032362, -0.020110638812184334, 0.010550587438046932, -0.02969447709619999, 0.053326088935136795, 0.05724487826228142, -0.08450943231582642, 0.0004994528135284781, -0.03250346705317497, 0.017934873700141907, -0.04606448858976364, -0.10393057763576508, -0.02554139867424965, 0.03220122307538986, -0.04807722941040993, -0.03479677066206932, -0.08184869587421417, -0.02580338902771473, 0.025158962234854698, -0.02677074447274208, -0.011455129832029343, 0.03083121031522751, -0.1233595609664917, -0.0052163852378726006, 0.054587941616773605, -0.005882695782929659, -0.008626059629023075, 0.0012896618572995067, -0.05663217604160309, -0.0022277787793427706, 0.1507720947265625, -0.04666260629892349, 0.0081874905154109, -0.007774707395583391 ]
p
And for all of these categories, you’ll get a score between zero and one.
[ "tags", "tags/vector-image-search" ]
10,873
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ 0.05264284461736679, -0.06605729460716248, -0.07653380185365677, -0.00034257734660059214, 0.025944117456674576, 0.08644303679466248, -0.05896321311593056, -0.025326691567897797, -0.04445228353142738, -0.06273934245109558, -0.0327155664563179, 0.03710203990340233, 0.0743212103843689, 0.06113089993596077, -0.06562302261590958, 0.004116300027817488, -0.05461009591817856, 0.12691441178321838, 0.0567072257399559, -0.041457999497652054, -0.010977311059832573, 0.004282818175852299, -0.010259642265737057, -0.08456218242645264, 0.084197498857975, 0.06863053143024445, 0.0009467207710258663, -0.011938383802771568, -0.004820559173822403, -0.004974336363375187, 0.04707713425159454, -0.015470491722226143, 0.062422994524240494, 0.11648441106081009, -0.1390381008386612, -0.020268909633159637, -0.06198665499687195, 0.028273487463593483, -0.04474233463406563, -0.009816407226026058, 0.03159753605723381, 0.06438394635915756, 0.0490204319357872, 0.06088108941912651, 0.040274254977703094, 0.005864882376044989, -0.14693492650985718, -0.07398346066474915, 0.11081463098526001, 0.04985514283180237, -0.08648669719696045, -0.0062822503969073296, -0.04980454593896866, 0.00897038821130991, 0.001406277995556593, 0.0037765775341540575, 0.0043586138635873795, -0.07803774625062943, -0.0010020008776336908, -0.05755261704325676, 0.00019265948503743857, -0.06338787823915482, 0.061406783759593964, 0.0036514350213110447, 0.07359293103218079, -0.012631559744477272, -0.004309582989662886, 0.11399921029806137, -0.018439259380102158, 0.010217593982815742, -0.0002362515078857541, 0.039494141936302185, 0.04739083722233772, -0.00036362154060043395, -0.0031491636764258146, 0.15701912343502045, -0.06479672342538834, -0.06415343284606934, 0.0166245736181736, 0.015299394726753235, -0.10884782671928406, -0.014016571454703808, 0.009855365380644798, -0.019605571404099464, 0.07542701065540314, -0.0012625167146325111, 0.05067943409085274, -0.05915023759007454, 0.03493697941303253, 0.0014918438391759992, 0.002328312024474144, 0.01742115058004856, 0.06992756575345993, -0.013460773043334484, 0.033966295421123505, 0.04335698485374451, 0.06400886178016663, -0.051549483090639114, 0.1345401555299759, -0.03232857584953308, -0.020832816138863564, 0.049704063683748245, -0.01486376952379942, -0.0424257256090641, -0.054529156535863876, 0.03285406902432442, 0.024553371593356133, 0.009076443500816822, -0.0017188253113999963, -0.1342608779668808, -0.005043842364102602, -0.007115526590496302, 0.05912822484970093, -0.04236120730638504, 0.030060317367315292, 0.004364031832665205, -0.01885589025914669, -0.018648087978363037, 0.11660589277744293, 0.04953112080693245, -0.029373949393630028, 0.007972024381160736, -0.026920922100543976, 0.0010376586578786373, -0.014198651537299156, 0.051403991878032684, -0.08730307221412659, 1.0832978493288992e-33, -0.023017119616270065, -0.021517669782042503, 0.018803611397743225, 0.0487440787255764, -0.03719199448823929, -0.01890398934483528, -0.04354977607727051, 0.05900202691555023, -0.05898692086338997, -0.015496110543608665, -0.10534849017858505, 0.07739143073558807, 0.0036354479379951954, 0.10062907636165619, 0.028073355555534363, -0.020888132974505424, 0.09660614281892776, -0.012701784260571003, -0.011624679900705814, 0.007127976976335049, 0.03425028920173645, -0.052264466881752014, 0.06485376507043839, -0.02015579491853714, 0.0627811998128891, -0.027871472761034966, 0.017023948952555656, -0.041617266833782196, -0.05785577744245529, -0.037208639085292816, 0.00980506930500269, -0.05193313956260681, -0.10264281928539276, 0.02616662159562111, 0.03709076717495918, 0.00367749179713428, 0.05394817143678665, 0.05485349893569946, 0.001404334674589336, -0.011799467727541924, 0.008089045062661171, -0.08813368529081345, -0.03319449722766876, -0.04641891270875931, -0.08439978212118149, 0.034821122884750366, -0.049555882811546326, -0.01893184520304203, 0.055740587413311005, 0.04350529983639717, 0.008593169040977955, 0.033899903297424316, -0.06380891054868698, -0.05765852704644203, -0.019264452159404755, 0.07047045230865479, -0.03111683949828148, -0.016928642988204956, -0.022442275658249855, -0.04802078381180763, -0.09756630659103394, -0.023497531190514565, 0.007485619280487299, -0.06766785681247711, -0.0205803494900465, -0.012677744962275028, -0.011790582910180092, 0.015911974012851715, 0.07518727332353592, 0.05387197807431221, -0.010730724781751633, -0.010608109645545483, 0.056563299149274826, -0.07059091329574585, -0.022852962836623192, -0.004166515544056892, -0.02147425338625908, -0.05348582565784454, -0.010303527116775513, -0.030924826860427856, -0.013399281539022923, -0.037306979298591614, 0.01839604601264, -0.06137873977422714, 0.08297809958457947, 0.001226262073032558, -0.0024555085692554712, -0.14163289964199066, -0.04287915304303169, -0.020749947056174278, -0.06137942895293236, 0.049630723893642426, -0.04091908037662506, -0.024449149146676064, -0.026577282696962357, -3.5154354718677966e-34, -0.05619002506136894, -0.012098128907382488, 0.016185041517019272, -0.011486017145216465, 0.047968540340662, 0.011183751747012138, -0.04025103151798248, -0.06264778971672058, -0.05115867406129837, 0.028405392542481422, -0.01260900404304266, -0.05689896270632744, 0.013159144669771194, -0.0846012756228447, -0.07899152487516403, 0.10413194447755814, -0.04591415822505951, 0.09278463572263718, 0.029716856777668, 0.04607461392879486, -0.046964649111032486, 0.06290303170681, 0.029112152755260468, 0.015298661775887012, 0.04592600464820862, 0.05392889305949211, 0.059292763471603394, -0.03665872663259506, -0.03492455929517746, 0.027066849172115326, 0.04250877723097801, -0.054595936089754105, 0.013776985928416252, 0.0023876638151705265, -0.05731380358338356, -0.028399355709552765, 0.020510787144303322, -0.11623765528202057, 0.01229042001068592, 0.052572090178728104, 0.003490394912660122, 0.06554748117923737, -0.032098621129989624, -0.020468758419156075, 0.030696960166096687, 0.030347716063261032, -0.04000323265790939, 0.05293979123234749, 0.005913275759667158, 0.0392598994076252, -0.01304707769304514, 0.032249778509140015, -0.08771052956581116, 0.010215860791504383, 0.02424870990216732, -0.07109532505273819, 0.006400464568287134, 0.030935699120163918, 0.024235738441348076, -0.026141077280044556, -0.02139606885612011, -0.005388375371694565, 0.02265366166830063, 0.04771669581532478, 0.06860116124153137, -0.01371992751955986, 0.03285455331206322, -0.004424836486577988, -0.11756675690412521, 0.05974724143743515, -0.020806821063160896, 0.029550351202487946, 0.054561812430620193, 0.030740711838006973, -0.0047437469474971294, 0.009523684158921242, 0.006830829195678234, 0.09420932829380035, -0.02460358664393425, -0.04037013277411461, 0.015275360085070133, -0.04059906676411629, 0.07364368438720703, 0.08831139653921127, 0.004390241578221321, 0.07094191014766693, 0.048702653497457504, 0.03450671210885048, 0.07999532669782639, 0.03574183210730553, -0.03612543269991875, 0.0842014029622078, 0.048468660563230515, -0.004367035813629627, 0.06353102624416351, -2.63370143471775e-8, -0.019025295972824097, -0.042938973754644394, -0.08186990022659302, 0.030622312799096107, -0.059737034142017365, 0.05066245421767235, -0.08004862815141678, 0.06926436722278595, -0.07510517537593842, -0.01740519516170025, 0.027495652437210083, -0.07725582271814346, -0.06898447126150131, -0.021581677719950676, 0.05565112084150314, -0.03274649381637573, -0.0033667380921542645, 0.04107997566461563, 0.01383826695382595, -0.0014310970436781645, 0.05822841823101044, 0.1271171122789383, 0.014003928750753403, 0.10917909443378448, 0.010144204832613468, 0.0652405396103859, -0.028177358210086823, -0.06013360992074013, 0.037671785801649094, -0.00853608176112175, 0.007244757376611233, 0.016904698684811592, -0.012654303573071957, -0.07040335237979889, 0.08071760088205338, 0.036218177527189255, -0.031747326254844666, 0.02599368244409561, -0.07415122538805008, 0.12175033986568451, 0.01979483664035797, 0.013432493433356285, -0.03794858977198601, -0.0002395639312453568, 0.036733757704496384, -0.03924719616770744, 0.018996506929397583, -0.04109573736786842, 0.07689598947763443, -0.027053261175751686, 0.02902158536016941, -0.060411326587200165, -0.06574477255344391, -0.001653299666941166, 0.0033997471909970045, -0.024402735754847527, -0.009463867172598839, -0.0005539273261092603, 0.043225791305303574, -0.03269469365477562, -0.022440757602453232, -0.06431584805250168, -0.011466343887150288, -0.013047168031334877 ]
p
And concatenating all these scores together, you can get an embedding which you can put in a vector database for your vector search.
[ "tags", "tags/vector-image-search" ]
10,874
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ 0.12426293641328812, -0.05513663589954376, -0.05335691571235657, -0.032732635736465454, 0.0036855258513242006, 0.037615031003952026, -0.0750400498509407, 0.047873612493276596, 0.0026763842906802893, -0.05626033991575241, -0.036156393587589264, -0.07438217103481293, -0.027033787220716476, 0.1313965916633606, -0.03862922266125679, -0.02126014418900013, 0.038625702261924744, 0.06927184760570526, -0.1257675141096115, 0.03910670429468155, 0.06299536675214767, -0.04191184416413307, 0.02549906261265278, -0.03380248695611954, -0.005227105692028999, 0.0831357017159462, -0.04397321864962578, 0.01556121464818716, 0.036306463181972504, -0.047282665967941284, -0.03177789971232414, 0.03780388832092285, 0.03410801291465759, 0.07005560398101807, -0.04208233207464218, -0.06430790573358536, -0.09051312506198883, 0.03422539681196213, 0.04630093649029732, -0.006765885278582573, 0.049508336931467056, 0.06799858063459396, 0.04483995959162712, -0.0010790037922561169, 0.0345001220703125, -0.027977101504802704, -0.0644875317811966, -0.006244155112653971, 0.01290768664330244, -0.01590849831700325, -0.0037507901433855295, -0.06178880110383034, -0.06933564692735672, -0.023036353290081024, -0.04850851371884346, 0.03590291738510132, -0.01636594906449318, -0.09872209280729294, 0.024905629456043243, 0.017470600083470345, -0.030202055349946022, 0.043974053114652634, 0.0044188182801008224, 0.039129942655563354, 0.09141749143600464, 0.041621435433626175, -0.04640641808509827, -0.06744910031557083, -0.05243146792054176, 0.0023998073302209377, 0.03990644961595535, -0.01362440176308155, 0.07321618497371674, 0.023769956082105637, 0.07265667617321014, -0.051666904240846634, -0.06169011816382408, -0.011909262277185917, 0.010934509336948395, 0.035820674151182175, -0.11547815799713135, 0.04423204064369202, -0.0019700767006725073, 0.01167288888245821, 0.07415980100631714, -0.001913122134283185, 0.015899483114480972, -0.02491753175854683, -0.06672431528568268, 0.04080349579453468, -0.013400164432823658, 0.01310004387050867, 0.03219890967011452, -0.007623068057000637, -0.08589787781238556, -0.06719532608985901, 0.017628327012062073, -0.03452964127063751, 0.022874955087900162, -0.03205122426152229, -0.00046290416503325105, -0.02289714850485325, 0.10915125161409378, 0.024470753967761993, 0.00908510573208332, -0.021838633343577385, 0.017742373049259186, -0.01604955457150936, 0.023259630426764488, -0.07271786034107208, -0.023236636072397232, -0.005752028431743383, -0.026416543871164322, 0.007687038742005825, -0.028288647532463074, -0.027324998751282692, -0.06315980851650238, -0.052372533828020096, -0.014370851218700409, -0.00805735681205988, -0.010750871151685715, -0.054589372128248215, -0.04821549728512764, -0.061108313500881195, 0.001339664333499968, 0.08194949477910995, -0.010744757950305939, -3.0172792871707946e-33, -0.0055780429393053055, -0.0005242833867669106, 0.04097875580191612, 0.029074298217892647, 0.033304363489151, 0.03533682972192764, -0.08480364084243774, 0.02255433052778244, 0.01386160496622324, 0.02595706842839718, 0.012963660061359406, 0.0745866522192955, 0.0004318180144764483, 0.08215706795454025, 0.08419317752122879, -0.02327663078904152, -0.00794878602027893, 0.10683483630418777, -0.11151299625635147, 0.025862829759716988, -0.05213238298892975, -0.05339348688721657, -0.007660773117095232, -0.005927060265094042, 0.012675425969064236, 0.018934978172183037, -0.02382749691605568, 0.07634753733873367, -0.08482696115970612, -0.026901816949248314, 0.007954088971018791, -0.04830137640237808, -0.008753035217523575, 0.003358909161761403, 0.005236079450696707, -0.013683844357728958, 0.071461521089077, 0.027186963707208633, 0.05084308609366417, -0.08666504919528961, 0.02626517415046692, 0.02911916933953762, 0.01740112341940403, -0.04259427264332771, -0.02235746569931507, 0.11667350679636002, 0.03139735385775566, -0.030491502955555916, -0.07437919825315475, -0.051433712244033813, 0.0837983712553978, -0.03245417773723602, 0.023418113589286804, -0.016820620745420456, 0.047786127775907516, 0.030733715742826462, 0.044696029275655746, 0.015619848854839802, 0.012500089593231678, 0.0076916110701859, -0.03268236666917801, -0.04054015129804611, -0.008091804571449757, 0.042458124458789825, 0.05739712342619896, 0.06838957965373993, -0.04823410511016846, 0.008174179121851921, 0.060240600258111954, 0.03495386242866516, 0.08184042572975159, 0.018503805622458458, 0.006769483909010887, -0.007790903095155954, -0.000014882440154906362, -0.0013037987519055605, 0.019515156745910645, -0.07721132040023804, -0.014026904478669167, 0.09322042763233185, -0.17237220704555511, 0.03103751316666603, 0.052601322531700134, -0.07199730724096298, -0.10422594845294952, -0.017152830958366394, 0.03561493381857872, -0.02606256492435932, 0.0006899195723235607, 0.05078931525349617, -0.0451035238802433, -0.00507004652172327, -0.012356544844806194, -0.019676819443702698, -0.00936269760131836, 1.0013442198994925e-33, -0.1024336963891983, 0.011057279072701931, 0.023299995809793472, 0.03113630972802639, 0.04754524305462837, -0.004616225603967905, -0.008937282487750053, 0.08066868782043457, 0.001471191644668579, 0.02590573951601982, 0.021774133667349815, 0.018213827162981033, -0.04192786291241646, -0.0587424635887146, -0.015568186528980732, -0.0256807841360569, -0.08320009708404541, -0.001996393781155348, 0.04847186431288719, -0.0027869550976902246, -0.0012017878470942378, 0.062303218990564346, -0.09325545281171799, 0.04183415323495865, -0.011134808883070946, -0.008721438236534595, -0.09055410325527191, -0.05711760371923447, 0.03623911365866661, -0.024709030985832214, -0.030705079436302185, -0.12980471551418304, 0.05829048901796341, 0.0037726000882685184, -0.037548549473285675, -0.006511115934699774, 0.02497367188334465, -0.04321088269352913, 0.034680332988500595, 0.0492129847407341, -0.03333598002791405, -0.012144663371145725, -0.110615074634552, -0.046055279672145844, 0.007452286779880524, -0.06233680620789528, 0.06598372757434845, -0.023420095443725586, -0.04305576905608177, 0.018246494233608246, -0.027754349634051323, 0.03649473935365677, -0.025587907060980797, -0.039994098246097565, -0.02703474462032318, -0.010330023244023323, 0.001510078553110361, -0.07789997011423111, 0.001567273517139256, -0.008768875151872635, -0.056369855999946594, -0.05400504544377327, 0.009801492094993591, 0.016702992841601372, -0.004119539633393288, -0.0438888855278492, 0.022075913846492767, -0.02657122164964676, -0.049010634422302246, 0.007175893522799015, 0.04417484998703003, 0.03301548957824707, 0.04659320414066315, 0.05391842871904373, -0.06360068917274475, -0.18376941978931427, 0.02068856917321682, 0.017508424818515778, 0.09211596101522446, -0.07356288284063339, 0.03718240559101105, -0.04687715321779251, 0.028275862336158752, 0.13990934193134308, -0.011617589741945267, 0.012070641852915287, 0.07344987243413925, 0.0005367122939787805, 0.01050831563770771, 0.1575990468263626, -0.04588475078344345, 0.0026478103827685118, 0.05795386806130409, 0.04923868924379349, -0.0741155594587326, -2.8545082741970873e-8, -0.03463442623615265, 0.008916821330785751, 0.03220106288790703, 0.054180797189474106, -0.07719395309686661, 0.026082219555974007, 0.012435917742550373, 0.022076791152358055, -0.05013125017285347, 0.0914137214422226, 0.013904738239943981, -0.0414496511220932, -0.09073607623577118, 0.11369524151086807, 0.09078612178564072, -0.0131731191650033, 0.053998757153749466, 0.017836080864071846, -0.014412329532206059, 0.009621852077543736, -0.005588291212916374, 0.02244553156197071, -0.006270596291869879, 0.02513734996318817, 0.056133873760700226, -0.032292261719703674, -0.10262085497379303, 0.05906129628419876, 0.029073884710669518, -0.009807855822145939, -0.005144223570823669, 0.06496356427669525, -0.018813619390130043, 0.14729803800582886, 0.08547297865152359, 0.015274478122591972, -0.09706499427556992, 0.015513516962528229, -0.0037693860940635204, -0.009754147380590439, 0.020182212814688683, -0.03521472588181496, -0.060579560697078705, 0.03737993538379669, 0.14223210513591766, 0.10683843493461609, -0.034147486090660095, -0.07834693789482117, 0.01765899732708931, 0.024851547554135323, 0.009728320874273777, 0.016397880390286446, -0.04599044471979141, 0.005085235461592674, 0.004007039591670036, 0.026936549693346024, 0.02839077264070511, -0.018571726977825165, 0.04533885046839714, -0.00312946573831141, 0.050213880836963654, -0.004275518003851175, -0.05828145518898964, -0.02198307029902935 ]
p
It’s kind of hard to scale because you need to do a specific model and labeling for each type of object.
[ "tags", "tags/vector-image-search" ]
10,875
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.05979200452566147, -0.04818306863307953, 0.012466727755963802, -0.09815338253974915, 0.048487670719623566, -0.14099888503551483, -0.003044350538402796, -0.02308557741343975, 0.02431764453649521, -0.0006495745037682354, -0.020938435569405556, 0.05228545516729355, 0.02640989050269127, -0.0034545371308922768, -0.05672947317361832, -0.049296241253614426, 0.008365473710000515, -0.013699917122721672, -0.09383376687765121, -0.07869377732276917, 0.04137102887034416, -0.06127505376935005, 0.04064174368977547, -0.08787381649017334, 0.11663846671581268, 0.057020969688892365, -0.033508528023958206, -0.11986686289310455, 0.057475119829177856, -0.00483576999977231, -0.013556297868490219, 0.024790678173303604, 0.05239426717162132, 0.017225850373506546, -0.07410512864589691, -0.0022425593342632055, -0.03415101394057274, 0.032369259744882584, -0.07485740631818771, -0.0056644766591489315, -0.057376135140657425, 0.029451515525579453, -0.009771548211574554, -0.027984177693724632, 0.08313339948654175, 0.010543225333094597, -0.03633420914411545, -0.001341871335171163, 0.03630779683589935, 0.00844677072018385, -0.1590525060892105, -0.017231399193406105, -0.06980826705694199, -0.020884376019239426, -0.0315188430249691, 0.057427335530519485, -0.04551013186573982, -0.019000539556145668, 0.06957362592220306, 0.04027923569083214, -0.001319634378887713, -0.011172466911375523, -0.02918175235390663, 0.09212815761566162, 0.08845407515764236, 0.03599561005830765, 0.07598137855529785, -0.10591041296720505, -0.03869200497865677, -0.11622782051563263, -0.017707394436001778, 0.12134392559528351, 0.0420893058180809, 0.11666294187307358, -0.042890362441539764, 0.05037675052881241, 0.01210684422403574, 0.011769681237637997, 0.0024043701123446226, 0.006248367950320244, 0.05979691445827484, -0.043248433619737625, 0.0922263115644455, 0.11582797765731812, 0.06914467364549637, -0.04197607934474945, -0.07313977181911469, -0.021396422758698463, 0.003026052610948682, -0.015558633953332901, -0.04111266881227493, -0.06386454403400421, -0.06525612622499466, -0.07079586386680603, -0.0017492948099970818, -0.029603509232401848, -0.037965938448905945, -0.010264699347317219, 0.00861920602619648, 0.029451515525579453, -0.0274351816624403, -0.0658278539776802, 0.01525050587952137, -0.04729342833161354, 0.02271321788430214, -0.004321303218603134, 0.08952654153108597, 0.059084322303533554, 0.0513761006295681, 0.009891508147120476, 0.0004742078890558332, 0.08627484738826752, 0.010148849338293076, -0.04542522132396698, -0.012071110308170319, -0.0008160268189385533, -0.03297619894146919, 0.026353515684604645, 0.06640154868364334, 0.02342326194047928, -0.02838183380663395, 0.042789723724126816, -0.0046348837204277515, -0.01903725042939186, -0.03395580127835274, 0.006684072315692902, -0.04558325186371803, -1.7040057945016038e-33, -0.00802872609347105, 0.054251112043857574, 0.13879252970218658, -0.04135242849588394, -0.06471525132656097, -0.01641560159623623, -0.0945991799235344, 0.016421280801296234, -0.06644196808338165, -0.0303844902664423, 0.029059583321213722, 0.04855117201805115, 0.019567865878343582, 0.05718255043029785, 0.10695583373308182, -0.021935205906629562, 0.006485195830464363, 0.03521551936864853, -0.03646203130483627, 0.015241878107190132, 0.026530610397458076, -0.019484305754303932, 0.05958092585206032, -0.012121862731873989, 0.00016403596964664757, 0.0906185656785965, 0.013570667244493961, -0.02001802995800972, 0.01578296720981598, 0.03963853791356087, -0.043298229575157166, 0.04716735705733299, -0.06367809325456619, 0.04520163685083389, -0.006063494831323624, 0.062204185873270035, -0.07605542987585068, -0.029625821858644485, 0.03079305775463581, 0.019179437309503555, -0.018218761309981346, 0.0493277832865715, 0.0034081435296684504, -0.036302100867033005, -0.0048698075115680695, 0.04371974244713783, -0.11419320106506348, 0.032983776181936264, 0.008667385205626488, 0.11101002246141434, 0.09267985075712204, -0.008292184211313725, -0.09895802289247513, -0.004940460901707411, 0.055859241634607315, 0.08975020796060562, 0.045449938625097275, -0.001138613442890346, -0.028654184192419052, 0.03653084114193916, 0.037947822362184525, -0.02398565039038658, -0.06476446241140366, 0.015371951274573803, -0.03589142486453056, -0.003520132275298238, 0.007994959130883217, 0.032391346991062164, -0.08704756200313568, 0.11982005834579468, -0.03502169996500015, 0.014304058626294136, 0.006536730099469423, 0.03549009934067726, -0.018276598304510117, -0.04104462265968323, -0.032058484852313995, -0.03952725976705551, -0.02561275288462639, 0.027262596413493156, -0.06324562430381775, -0.00775753753259778, 0.06467996537685394, -0.09029542654752731, -0.0681041032075882, -0.06754665076732635, 0.019507767632603645, -0.022099200636148453, -0.06426828354597092, -0.03885816037654877, -0.037216536700725555, -0.009259151294827461, -0.030344689264893532, -0.015481212176382542, -0.045952208340168, -4.824283457894882e-34, -0.08485434949398041, -0.07660908997058868, 0.03475353494286537, 0.10289189964532852, -0.05290054902434349, -0.03177014738321304, 0.04818442463874817, -0.01575218141078949, 0.04586125165224075, 0.03901464492082596, 0.03945326805114746, 0.018564190715551376, -0.04701128602027893, 0.014862628653645515, -0.008814419619739056, -0.04768893122673035, 0.042247578501701355, -0.05739783123135567, -0.08183281123638153, -0.030312811955809593, -0.016700031235814095, 0.06208163499832153, 0.02667514607310295, -0.02765532024204731, -0.00608358159661293, 0.01844233274459839, -0.024913636967539787, -0.010904494673013687, -0.0032451460137963295, -0.04380650073289871, -0.03405424952507019, -0.07753631472587585, -0.06491045653820038, 0.04062601551413536, -0.013533605262637138, 0.08208964020013809, -0.01901373639702797, -0.05718642473220825, 0.03918233886361122, -0.04654872417449951, -0.04669758677482605, 0.021357407793402672, 0.031692419201135635, -0.08043481409549713, -0.0298524908721447, 0.04288245365023613, 0.03821362555027008, 0.04501056671142578, -0.018995722755789757, -0.008829258382320404, -0.0264989472925663, 0.0006928567308932543, -0.02931986376643181, -0.0129208043217659, -0.017038483172655106, -0.005059882998466492, -0.03874882310628891, 0.036742791533470154, 0.034275807440280914, 0.018031727522611618, -0.019205205142498016, -0.0667445957660675, -0.012164147570729256, 0.06259403377771378, -0.039641864597797394, -0.008402026258409023, -0.06845343858003616, -0.008326107636094093, -0.03427242860198021, 0.014110276475548744, 0.08542472869157791, -0.01789524406194687, 0.02131933532655239, 0.052974946796894073, -0.09268524497747421, -0.004089908674359322, 0.0526907816529274, 0.0711190477013588, 0.002228104742243886, -0.06135144457221031, 0.10666188597679138, -0.032947152853012085, 0.0318787656724453, 0.10881409794092178, -0.002008534735068679, 0.04876185208559036, -0.01992136798799038, -0.0894264355301857, -0.0003217264893464744, 0.04905395954847336, -0.02057124301791191, 0.05139660835266113, -0.02400209940969944, -0.00131679093465209, -0.04873538017272949, -1.8131910195506862e-8, 0.04778479039669037, 0.004636287223547697, 0.0229718666523695, -0.010672013275325298, 0.040215298533439636, -0.03175036236643791, 0.04106161743402481, 0.08410686254501343, -0.07703820616006851, -0.09497281163930893, 0.0539010725915432, -0.02504325471818447, -0.03176656737923622, 0.04713018983602524, 0.09779307246208191, 0.016750536859035492, 0.0706426128745079, 0.0088626928627491, 0.003627719124779105, 0.04937756061553955, -0.08362146466970444, -0.004052602220326662, 0.009454487822949886, 0.011282777413725853, -0.056617219001054764, 0.03691927716135979, -0.04236505925655365, 0.013756663538515568, 0.0750817358493805, 0.05084749311208725, 0.023742590099573135, 0.0018128104275092483, -0.03900815546512604, 0.046919483691453934, 0.013410927727818489, 0.005470947828143835, -0.042092110961675644, -0.009636623784899712, 0.005975860636681318, -0.06525762379169464, -0.022665536031126976, 0.052687935531139374, 0.07386430352926254, 0.040631942451000214, 0.0727437362074852, 0.0728624016046524, 0.13367386162281036, -0.049991168081760406, -0.03774377331137657, 0.06941553205251694, -0.03136911243200302, 0.003769037313759327, -0.02411048300564289, 0.007771526928991079, 0.012712460942566395, -0.07537198811769485, 0.06953052431344986, -0.12402825057506561, 0.016512874513864517, 0.04838809743523598, 0.013882827013731003, 0.07479354739189148, -0.008087522350251675, -0.003269786247983575 ]
p
And I really wonder how Google lens does because their algorithm work very well.
[ "tags", "tags/vector-image-search" ]
10,876
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.013686803169548512, -0.05510852858424187, -0.0047538611106574535, 0.02621680125594139, -0.06590807437896729, -0.07170797139406204, -0.05118989571928978, -0.04779777303338051, 0.025906387716531754, -0.019352314993739128, 0.06375918537378311, 0.10656799376010895, -0.049322400242090225, 0.056026045233011246, 0.04938024654984474, 0.032338302582502365, 0.09452151507139206, -0.07200425863265991, -0.0825207307934761, 0.05542788282036781, -0.012414145283401012, -0.02251257374882698, -0.06094373017549515, 0.009628885425627232, -0.03762662783265114, 0.08267305791378021, -0.10819540172815323, -0.0002658203593455255, 0.007695513311773539, -0.03316240757703781, -0.018185945227742195, 0.012252801097929478, -0.07355516403913498, 0.007813766598701477, -0.05840277671813965, 0.02176613174378872, 0.011091831140220165, -0.017251314595341682, -0.06412822753190994, -0.10032432526350021, 0.01412920467555523, -0.13325554132461548, 0.0011872982140630484, -0.027242211624979973, -0.052812281996011734, -0.009338444098830223, 0.009272330440580845, -0.03321891278028488, -0.04238878935575485, -0.05743464455008507, -0.05147451534867287, -0.016097785905003548, 0.06767695397138596, 0.09402310103178024, 0.008148490451276302, 0.05500004068017006, -0.07086241245269775, 0.023409266024827957, 0.014774042181670666, 0.000054904623539187014, 0.02223077043890953, 0.026590406894683838, -0.028881797567009926, 0.025829872116446495, 0.06765587627887726, -0.0215190090239048, -0.012172394432127476, -0.09604883939027786, -0.024747276678681374, -0.07831226289272308, -0.04098445922136307, -0.013730248436331749, -0.03398217260837555, 0.003089655190706253, 0.05648893490433693, -0.03219098225235939, -0.03605907782912254, -0.06097153574228287, 0.06332104653120041, 0.008051027543842793, 0.019312970340251923, -0.006053795572370291, 0.008766265586018562, 0.025327272713184357, 0.05216853320598602, 0.06161198019981384, -0.009187520481646061, -0.04494885355234146, -0.0303888488560915, -0.016173230484128, 0.013233709149062634, 0.07012052088975906, 0.03239549323916435, -0.05769513547420502, -0.0001465996028855443, -0.017920931801199913, 0.05100042372941971, 0.049007598310709, -0.010995373129844666, 0.02503991685807705, -0.028750857338309288, 0.056024134159088135, -0.0018591388361528516, -0.11442629247903824, -0.018620546907186508, 0.014089963398873806, -0.02602940797805786, 0.020940352231264114, 0.002769657177850604, 0.0017972297500818968, -0.03289441764354706, -0.03144868463277817, -0.012957693077623844, 0.06888838857412338, -0.07277185469865799, 0.01743287220597267, -0.06753700971603394, 0.04418621584773064, 0.0359073244035244, 0.05870771035552025, 0.04697344824671745, 0.0014040624955669045, 0.0043833754025399685, -0.03622126206755638, 0.021273087710142136, -0.0035585230216383934, -0.038091547787189484, -2.2519808532366447e-33, 0.05791492015123367, -0.014177010394632816, -0.027230240404605865, 0.07542242109775543, -0.012469354085624218, 0.013335232622921467, -0.06537739932537079, 0.018193140625953674, 0.10469744354486465, -0.00041530607268214226, -0.08438535779714584, 0.03740714490413666, 0.03398151695728302, 0.02628401480615139, 0.08180193603038788, -0.13225074112415314, -0.029750026762485504, 0.027184762060642242, -0.05662061646580696, 0.07170518487691879, 0.0213093850761652, 0.05669375881552696, 0.014972399920225143, 0.04755145683884621, 0.12542752921581268, -0.0013568465365096927, 0.007837408222258091, 0.07590807974338531, -0.07693511992692947, 0.007546708453446627, 0.012042311020195484, 0.06368028372526169, -0.039087925106287, -0.010991477407515049, -0.051980264484882355, 0.10430745780467987, -0.018928054720163345, -0.031750552356243134, 0.02673504687845707, -0.07269087433815002, -0.0259501114487648, 0.00022768109920434654, -0.02178662270307541, -0.012822502292692661, -0.020341480150818825, 0.013465339317917824, 0.002668210072442889, 0.030767176300287247, -0.07765243947505951, 0.00461994344368577, 0.020235106348991394, 0.051962438970804214, -0.05946633964776993, -0.013682829216122627, 0.11666899174451828, 0.03361890837550163, -0.0006553618586622179, -0.01107463426887989, -0.023578131571412086, 0.021002978086471558, 0.036867573857307434, 0.011130137369036674, -0.08139108866453171, -0.05145870894193649, 0.0038056953344494104, 0.07016916573047638, 0.08347702771425247, -0.001392771489918232, 0.03570741415023804, 0.01149179507046938, 0.032131828367710114, 0.033528827130794525, 0.0035488028079271317, -0.001148597220890224, -0.0027852251660078764, 0.013743436895310879, -0.0972304567694664, -0.04736259952187538, -0.01629023440182209, 0.03487895801663399, 0.07331813871860504, -0.021092060953378677, 0.00753608625382185, 0.05489758402109146, 0.04569578543305397, 0.05309294909238815, -0.02411402203142643, 0.010715040378272533, -0.03450915589928627, 0.03353912755846977, 0.021470969542860985, 0.01770094223320484, 0.029485849663615227, -0.018498612567782402, 0.03436312824487686, 6.789209968193166e-34, -0.059913426637649536, 0.02579919807612896, -0.08694606274366379, 0.07044009864330292, -0.024831661954522133, 0.024512019008398056, -0.01046169362962246, -0.0894283875823021, -0.002235501306131482, 0.07978032529354095, -0.03835607320070267, 0.0011791718425229192, -0.14136576652526855, 0.020691391080617905, -0.02447364293038845, -0.03947245702147484, 0.07062005251646042, -0.03924306482076645, 0.01677067205309868, -0.022683899849653244, 0.022410642355680466, 0.15937930345535278, -0.0212809219956398, 0.05714937299489975, -0.030590230599045753, 0.058326605707407, -0.047290075570344925, -0.017199154943227768, -0.04095141217112541, -0.03998395800590515, 0.02481367252767086, -0.05866258218884468, -0.03568459674715996, 0.045557618141174316, 0.05369394272565842, -0.010158547200262547, -0.0954170674085617, 0.07718391716480255, -0.005102065391838551, -0.16988606750965118, 0.06355661898851395, 0.037314265966415405, -0.02141466736793518, 0.04643745720386505, -0.03857775777578354, -0.01622614450752735, 0.05666555464267731, -0.03193654865026474, -0.10644634813070297, 0.012751984409987926, 0.0322282575070858, -0.051793333142995834, -0.0751994177699089, -0.01808662712574005, -0.051244527101516724, -0.046933114528656006, 0.0576009638607502, -0.1124262884259224, -0.07722288370132446, -0.03457983583211899, 0.019511081278324127, -0.030783938243985176, 0.1139013022184372, 0.02699662558734417, -0.03462762013077736, 0.03482091426849365, 0.0400008000433445, 0.06850279867649078, 0.09424863010644913, 0.00015538145089522004, 0.14334996044635773, -0.0323745459318161, 0.03414610028266907, -0.06628371775150299, 0.01927875727415085, 0.006551026366651058, -0.02928153984248638, -0.12079998105764389, -0.060300055891275406, 0.02353382296860218, -0.07755829393863678, -0.0229622945189476, 0.05961870402097702, -0.03446013852953911, -0.03462154045701027, 0.036424558609724045, -0.05689183250069618, -0.05624918267130852, 0.025488119572401047, 0.013084732927381992, 0.043079718947410583, 0.053452253341674805, -0.026480112224817276, 0.04344058781862259, 0.03876190260052681, -2.6379415984933985e-8, 0.048265933990478516, -0.011671951971948147, -0.03339027613401413, -0.050525326281785965, -0.08197837322950363, 0.016207192093133926, 0.0266092661768198, -0.014930542558431625, -0.009462473914027214, -0.027096344158053398, 0.02576308511197567, -0.09508804231882095, 0.0139606399461627, 0.011562636122107506, 0.14880114793777466, 0.08867762982845306, 0.04863642528653145, 0.05336102843284607, -0.08662231266498566, 0.01815043017268181, -0.025837957859039307, 0.040533989667892456, 0.005072294268757105, 0.083107128739357, -0.0309333186596632, 0.0384647436439991, -0.03351997211575508, 0.016904352232813835, -0.03408494591712952, 0.055331844836473465, 0.009900637902319431, 0.05950323864817619, 0.028948238119482994, 0.03963854908943176, 0.01229118276387453, -0.042191170156002045, 0.04531543329358101, -0.007949203252792358, 0.031921081244945526, -0.005328677594661713, -0.024541961029171944, -0.09627806395292282, -0.019380684942007065, 0.09129208326339722, -0.019908688962459564, -0.10649313777685165, -0.0016268901526927948, 0.007946130819618702, 0.00020750520343426615, -0.008731654845178127, -0.01740255393087864, 0.01783992350101471, 0.029917366802692413, -0.03160436823964119, 0.01858847215771675, -0.022305717691779137, 0.04091461002826691, -0.015977149829268456, -0.060767482966184616, 0.06574375927448273, 0.02728956565260887, -0.03967026621103287, 0.11471695452928543, 0.07630608975887299 ]
p
So are they working more like with this kind of functioning or this kind of functioning?
[ "tags", "tags/vector-image-search" ]
10,877
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.08350276947021484, -0.011371372267603874, -0.0028976821340620518, 0.03123541921377182, -0.026250377297401428, -0.04063086956739426, -0.058199442923069, -0.019824590533971786, 0.03853380307555199, -0.0189832616597414, 0.05342206358909607, 0.12472952902317047, -0.04217209666967392, 0.06888112425804138, 0.09332611411809921, -0.06411141157150269, 0.061942022293806076, -0.11796271055936813, -0.011531976982951164, 0.08290787041187286, 0.0062963590025901794, -0.03135420382022858, 0.05070318654179573, -0.0486065037548542, -0.04976811632514, 0.013651814311742783, -0.05998988449573517, -0.014592336490750313, -0.05919060483574867, 0.02728188782930374, -0.004483966622501612, -0.006508972961455584, -0.0017505957512184978, 0.00344720552675426, -0.07851678878068924, -0.020296812057495117, -0.004479673225432634, 0.03540605306625366, 0.007322448771446943, -0.027419142425060272, 0.008521122857928276, -0.022520918399095535, -0.020025329664349556, 0.055107489228248596, -0.00487232580780983, -0.011277389712631702, 0.038933802396059036, -0.07358907908201218, -0.004489976447075605, -0.029718030244112015, 0.11972351372241974, -0.02965889871120453, 0.052504006773233414, -0.02602444402873516, 0.021436741575598717, 0.05341583490371704, -0.040406234562397, -0.0572480782866478, 0.005057995673269033, 0.00009647886327002198, -0.05868116021156311, 0.06545442342758179, -0.023690233007073402, 0.02319323644042015, 0.08234627544879913, 0.026996323838829994, 0.01658925972878933, 0.11021219938993454, 0.019667809829115868, 0.008072448894381523, 0.07889077812433243, 0.05467945709824562, 0.01211517583578825, -0.010913022793829441, -0.028353838250041008, -0.012675865553319454, 0.049579061567783356, 0.022544510662555695, 0.0052045173943042755, 0.09898412972688675, 0.03617054224014282, 0.07354021817445755, 0.015567805618047714, 0.04757091775536537, 0.005078097339719534, 0.02229897864162922, 0.0043031019158661366, -0.10655664652585983, -0.06740712374448776, 0.003498001955449581, -0.17954084277153015, -0.03553694486618042, 0.0752737894654274, 0.01851574145257473, 0.02229101024568081, 0.03159894421696663, -0.10243046283721924, 0.11228865385055542, -0.03933476656675339, -0.040596071630716324, -0.018757162615656853, -0.055121298879384995, 0.002492492785677314, -0.0402914322912693, -0.0061686960980296135, 0.013450922444462776, -0.01118964422494173, 0.030108124017715454, -0.009343501180410385, -0.09095002710819244, -0.05419731140136719, 0.01744440756738186, 0.06772617995738983, 0.03414306417107582, -0.026515167206525803, 0.11112158000469208, -0.008374286815524101, 0.031933970749378204, 0.025568239390850067, 0.014215397648513317, 0.002952256705611944, 0.044579360634088516, -0.018942350521683693, -0.044035542756319046, 0.013975759968161583, -0.008254504762589931, -0.047567564994096756, -3.636327489421436e-33, -0.0028429306112229824, 0.007815438322722912, 0.07314359396696091, -0.039671022444963455, 0.05076614022254944, -0.03130919113755226, -0.04146173223853111, -0.014076240360736847, 0.03436834737658501, -0.024002011865377426, 0.05872472748160362, -0.09634493291378021, -0.017620913684368134, -0.035203415900468826, -0.003293438581749797, -0.028333136811852455, -0.04441852867603302, -0.0004416352021507919, -0.0022598111536353827, -0.012319548986852169, 0.016227493062615395, -0.01403920166194439, -0.008061102591454983, -0.00047957219067029655, -0.023714644834399223, 0.1323499232530594, 0.0036021354608237743, -0.07354078441858292, 0.08397749811410904, 0.04382539913058281, -0.06594959646463394, 0.04458008334040642, -0.006772896274924278, -0.0028319081757217646, -0.05416964367032051, 0.1345171481370926, 0.0866973027586937, -0.07017926871776581, -0.07354094833135605, -0.005404128227382898, -0.02020796202123165, 0.025463927537202835, -0.04880550131201744, -0.02077586017549038, -0.08985976874828339, -0.07271160185337067, 0.011962397024035454, -0.04747910052537918, 0.010789048857986927, -0.009923052042722702, 0.05533897876739502, 0.024999918416142464, 0.02799232117831707, -0.0429258793592453, -0.051642563194036484, -0.030984198674559593, 0.003653643187135458, -0.047680195420980453, -0.00410673301666975, 0.05062564089894295, -0.0779915452003479, 0.00853180792182684, 0.0726325511932373, 0.008806832134723663, -0.05781063064932823, 0.022271253168582916, -0.018957581371068954, 0.03847077861428261, -0.06524010747671127, -0.07337018102407455, 0.06915989518165588, -0.03935530036687851, 0.020650126039981842, 0.05573303997516632, -0.020257839933037758, -0.024533826857805252, -0.11368455737829208, 0.01210638228803873, 0.08533252775669098, 0.02610700950026512, 0.053113218396902084, 0.029449129477143288, -0.02122027613222599, -0.051591742783784866, 0.052634987980127335, 0.05662481486797333, 0.05089104175567627, -0.026213565841317177, -0.11346704512834549, -0.011811312288045883, 0.08452815562486649, 0.03564172983169556, 0.015787454321980476, -0.02861960232257843, -0.07640693336725235, -7.501036541640853e-34, 0.01947234757244587, -0.05323469638824463, -0.00014566112076863647, 0.015587675385177135, 0.03476443141698837, -0.018201567232608795, 0.025089643895626068, 0.07096558809280396, -0.010584304109215736, -0.028780493885278702, 0.023453082889318466, -0.09234726428985596, -0.0770082101225853, 0.05681723728775978, 0.053678177297115326, -0.062011271715164185, -0.06063493713736534, -0.044104959815740585, 0.032138194888830185, 0.00836600549519062, -0.013924197293817997, 0.0964234322309494, -0.007085748948156834, -0.050975166261196136, 0.007824130356311798, 0.01810332015156746, -0.021327875554561615, 0.0117851747199893, -0.08492175489664078, 0.08462992310523987, -0.00042401321115903556, 0.008000879548490047, -0.08552704006433487, -0.013245685957372189, 0.08937880396842957, 0.03870512545108795, 0.029158765450119972, -0.004713572561740875, -0.013360612094402313, -0.0559362955391407, 0.030397525057196617, -0.07113014161586761, 0.0036414521746337414, 0.10231146216392517, -0.060056861490011215, -0.008458733558654785, 0.03631589934229851, 0.14465393126010895, 0.003545520594343543, 0.10756685584783554, 0.0020300131291151047, 0.06636644154787064, -0.01821010559797287, -0.056253280490636826, -0.03850466012954712, -0.014592480845749378, 0.022180508822202682, -0.054565947502851486, 0.00299241254106164, 0.04050225019454956, 0.019446775317192078, 0.048220764845609665, 0.03218097612261772, -0.0838480219244957, 0.0020178307313472033, 0.00340839009732008, -0.02380269207060337, 0.08184591680765152, 0.010522720403969288, 0.000496244989335537, 0.09714885801076889, -0.027133552357554436, -0.11187168955802917, 0.0866411030292511, -0.004376070573925972, 0.008815400302410126, 0.02770339883863926, -0.0597781166434288, -0.02903449535369873, 0.047284871339797974, -0.05287887156009674, -0.12389961630105972, 0.06781051307916641, 0.013731144368648529, -0.018973009660840034, -0.06155872717499733, -0.03909907117486, 0.006965005304664373, -0.0225065927952528, -0.05647841840982437, -0.11230656504631042, -0.004012145102024078, 0.004467219579964876, -0.006310733966529369, 0.03695386275649071, -4.0121804545378836e-8, -0.004609719850122929, -0.017975760623812675, 0.0321686677634716, 0.07654765248298645, -0.021564191207289696, -0.0777793899178505, 0.020836427807807922, 0.010290689766407013, -0.00545181380584836, -0.009198693558573723, -0.05181637406349182, 0.10533154010772705, -0.00995164830237627, 0.03890806809067726, -0.015434417873620987, -0.005822859704494476, 0.015070308931171894, -0.018216440454125404, -0.04868299514055252, 0.04655724763870239, -0.014496785588562489, 0.05215347558259964, 0.0015296305064111948, -0.05505221709609032, -0.05010112002491951, 0.04159976914525032, -0.04063381627202034, -0.004744790494441986, 0.039345696568489075, -0.06705847382545471, 0.03987604379653931, -0.04516199976205826, -0.1097879633307457, 0.07101704180240631, 0.011014015413820744, -0.003482726402580738, -0.0061097596772015095, -0.025350064039230347, -0.0015819261316210032, -0.100632444024086, 0.017871247604489326, -0.022899802774190903, 0.06422483175992966, 0.1197788417339325, -0.0015660981880500913, -0.05997574329376221, -0.06403641402721405, 0.02703011967241764, 0.008895710110664368, 0.04118100553750992, 0.011199471540749073, -0.0024019188713282347, 0.040503181517124176, 0.053684528917074203, 0.05405328422784805, -0.03782536834478378, -0.03711427375674248, 0.0313069224357605, -0.07197890430688858, 0.036809541285037994, 0.07213511317968369, -0.12750226259231567, 0.01480787806212902, 0.043564826250076294 ]
p
So if anyone had any thought on that or any idea, again, I’d be happy to talk about it afterwards.
[ "tags", "tags/vector-image-search" ]
10,878
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.012681279331445694, -0.0800047516822815, 0.019602451473474503, -0.003990383818745613, 0.0358729287981987, -0.025385675951838493, -0.05407821387052536, -0.012900765985250473, 0.007102837786078453, -0.07477962970733643, 0.016919756308197975, 0.013174296356737614, 0.03305578604340553, 0.09297852963209152, 0.0443442277610302, 0.00035511504393070936, -0.061839066445827484, 0.031114516779780388, -0.07672697305679321, -0.025817761197686195, -0.027923615649342537, -0.01793282851576805, 0.12862561643123627, -0.08574685454368591, 0.05762176215648651, 0.10268352925777435, -0.05786147713661194, -0.09303414076566696, 0.061805907636880875, -0.02191919833421707, -0.026759209111332893, 0.03697086125612259, 0.035493507981300354, 0.042669471353292465, -0.07181962579488754, 0.05429058149456978, -0.026894280686974525, 0.03044688142836094, -0.03538556024432182, -0.03263100981712341, -0.03226004168391228, 0.0057709114626049995, 0.025522170588374138, -0.02557307854294777, 0.023512210696935654, -0.010178627446293831, -0.0247871745377779, -0.09139985591173172, 0.040999796241521835, 0.006708762142807245, -0.12004393339157104, -0.08807314187288284, 0.01953793689608574, 0.04364493116736412, -0.013060054741799831, 0.03183969482779503, 0.02866772748529911, -0.03321441635489464, 0.04182897135615349, -0.010530209168791771, -0.024268319830298424, 0.026013586670160294, -0.03645969554781914, 0.025270458310842514, 0.08653213083744049, -0.021736672148108482, 0.0665532797574997, 0.008817963302135468, -0.025606270879507065, -0.05692204833030701, -0.01591767743229866, 0.01894485577940941, -0.003854523180052638, -0.012493587099015713, 0.028247708454728127, 0.03030109778046608, 0.0029565824661403894, -0.03477870300412178, 0.05718168988823891, -0.08949730545282364, 0.07272177189588547, -0.0053487312979996204, 0.04257196933031082, -0.007644054014235735, 0.06588169187307358, 0.06310556083917618, -0.08887656778097153, 0.04027945175766945, -0.039907872676849365, -0.009969362057745457, -0.02835931070148945, -0.08905133605003357, 0.01750350557267666, 0.023474551737308502, -0.05895628407597542, -0.006976649165153503, -0.024912258610129356, -0.014724906533956528, -0.023541143164038658, 0.034833718091249466, -0.01146831177175045, -0.1032966673374176, -0.027944687753915787, -0.0010744979372248054, 0.03612831234931946, -0.043998442590236664, 0.11556950956583023, -0.04530937597155571, 0.0346464142203331, -0.07938683032989502, 0.01546489167958498, -0.05912988632917404, -0.04305613785982132, 0.050198957324028015, -0.0038774837739765644, 0.027866855263710022, -0.007997285574674606, 0.012635452672839165, 0.09487863630056381, 0.030571656301617622, -0.06383077800273895, -0.025397567078471184, -0.11402028799057007, 0.019872955977916718, 0.05662932246923447, -0.06992269307374954, -0.06101201847195625, -1.471367840127692e-33, 0.04643750190734863, 0.0706159919500351, 0.059672415256500244, 0.07047062367200851, 0.05445986986160278, 0.01689080521464348, -0.07358691841363907, -0.025551138445734978, -0.0223051980137825, -0.07940339297056198, -0.023506594821810722, -0.003359768772497773, -0.05398759990930557, 0.13919581472873688, 0.0012897306587547064, -0.06575196981430054, -0.06696527451276779, 0.06812882423400879, 0.06185952574014664, 0.023774614557623863, 0.0551505871117115, -0.026931466534733772, 0.016857830807566643, 0.013158979825675488, 0.008522418327629566, 0.06318754702806473, 0.06775342673063278, -0.02014443464577198, 0.04114677011966705, -0.0070318360812962055, -0.11714281886816025, 0.04589327424764633, 0.010995710268616676, 0.02670680172741413, 0.029717542231082916, -0.021845463663339615, 0.028489312157034874, -0.017665427178144455, -0.022593893110752106, 0.016510482877492905, -0.025183623656630516, -0.005658314563333988, 0.0009222503285855055, -0.1066989153623581, -0.024253584444522858, 0.050982631742954254, -0.02586260251700878, 0.013008528389036655, -0.06801595538854599, -0.0478254109621048, -0.021369116380810738, 0.07078167796134949, -0.027493145316839218, -0.09413700550794601, 0.042237043380737305, -0.01945681683719158, -0.0009017070406116545, 0.002848963253200054, 0.04967907443642616, -0.030246613547205925, -0.038261305540800095, 0.06810978055000305, 0.022609131410717964, 0.05445101484656334, -0.016267281025648117, 0.06677348166704178, 0.0064140730537474155, -0.027169344946742058, 0.026729732751846313, 0.01225701067596674, -0.04419255256652832, 0.030053481459617615, -0.06083709001541138, -0.06523753702640533, 0.004616071004420519, -0.024969851598143578, -0.005876182112842798, -0.07615987956523895, 0.05710690841078758, 0.07846145331859589, -0.00006215865141712129, -0.017537003383040428, 0.03432919830083847, -0.07971230894327164, 0.045821357518434525, 0.029142951592803, 0.032833512872457504, -0.11681695282459259, -0.02969520166516304, 0.0233777929097414, -0.04357687756419182, 0.006394901778548956, -0.07198677211999893, -0.024027736857533455, -0.0014326134696602821, 1.0430549838994905e-33, 0.007589590270072222, 0.09010326117277145, -0.05148211866617203, 0.06437842547893524, 0.029134409502148628, 0.020213698968291283, 0.07812183350324631, 0.06258288770914078, 0.04043795168399811, -0.019611066207289696, 0.03873152285814285, 0.04615698382258415, -0.05381845682859421, -0.09796281903982162, -0.06488393992185593, -0.01622219756245613, 0.004074158612638712, 0.02327246218919754, 0.05030343309044838, -0.044725432991981506, 0.0438753105700016, 0.06686247885227203, -0.02855338528752327, 0.059990692883729935, -0.07741212099790573, 0.0551176480948925, -0.028618328273296356, 0.05449946969747543, -0.03105788305401802, 0.03164888545870781, -0.028363490477204323, -0.08830568194389343, 0.014650889672338963, -0.02519230544567108, -0.003153328550979495, 0.03977883979678154, 0.06749044358730316, -0.009431387297809124, -0.045928217470645905, 0.025405334308743477, 0.1371210664510727, -0.01616474613547325, -0.06282608956098557, 0.021919315680861473, -0.03522297367453575, -0.04335417598485947, -0.04758138209581375, 0.0005220722523517907, -0.016659559682011604, 0.06663098186254501, 0.009485200047492981, -0.06073480471968651, -0.11311033368110657, -0.12749901413917542, -0.05340529605746269, -0.06523070484399796, 0.06820374727249146, -0.03228722885251045, 0.004727240651845932, 0.03361854702234268, -0.0763564184308052, -0.07248488068580627, -0.03462444618344307, -0.05054624751210213, 0.04016118869185448, 0.018155192956328392, -0.023037077859044075, -0.017059551551938057, -0.023895932361483574, 0.04181802272796631, 0.10036846995353699, 0.05008696764707565, 0.03751571103930473, 0.07664991170167923, -0.009789533913135529, 0.052953675389289856, 0.036415114998817444, -0.02132624201476574, -0.026234500110149384, -0.06832525134086609, 0.0170733779668808, -0.05651778727769852, 0.05516636371612549, 0.10756408423185349, 0.09838737547397614, 0.1751055121421814, -0.023595258593559265, 0.006885949522256851, 0.04931757226586342, 0.00008009695739019662, -0.05471426248550415, 0.08564210683107376, 0.0648312196135521, 0.04780096933245659, -0.015880372375249863, -2.3938715898452756e-8, -0.047397129237651825, 0.02366555668413639, -0.01477089524269104, -0.00847590807825327, 0.024404454976320267, -0.018699267879128456, 0.05092804133892059, 0.04837159812450409, 0.005910149309784174, -0.045715298503637314, 0.029130520299077034, -0.01445218175649643, -0.00025528177502565086, 0.00875273160636425, 0.1007179319858551, 0.037613626569509506, -0.006360625848174095, 0.07698512822389603, -0.017392143607139587, -0.026743413880467415, 0.10124579071998596, -0.013287805020809174, 0.010149853304028511, 0.007439855486154556, -0.05499465763568878, -0.023878686130046844, -0.10593999922275543, 0.05266329646110535, -0.02221067249774933, -0.09076466411352158, -0.006139156874269247, -0.03345341235399246, -0.018780052661895752, 0.007950451225042343, 0.013945212587714195, -0.006620133761316538, 0.023887749761343002, -0.06517232209444046, -0.08511784672737122, -0.025840945541858673, -0.023491015657782555, 0.024516453966498375, -0.01927092671394348, 0.015662265941500664, 0.043135419487953186, 0.04536514729261398, 0.0017460177186876535, -0.0867127925157547, -0.016981925815343857, 0.02823319099843502, 0.010617239400744438, 0.045275621116161346, 0.0268548596650362, 0.05947338789701462, 0.12120736390352249, -0.06309393048286438, 0.07985812425613403, 0.0012538899900391698, -0.02703339233994484, 0.11325279623270035, 0.025736724957823753, -0.01980757899582386, -0.03107868693768978, 0.029139550402760506 ]
p
And finally, I feel like we made a lot of advancements in multimodal training, trying to combine text inputs with image.
[ "tags", "tags/vector-image-search" ]
10,879
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.0916038379073143, -0.04517476260662079, -0.006452417466789484, -0.0020045347046107054, -0.0036569153890013695, 0.029192809015512466, -0.05434273183345795, -0.02523021772503853, 0.038764066994190216, -0.04622865840792656, -0.029426539316773415, 0.0035873225424438715, 0.07656054943799973, 0.05531328171491623, 0.011771805584430695, -0.006713611073791981, 0.004035040736198425, 0.03493021801114082, -0.08030068129301071, 0.004595192614942789, -0.0397651344537735, 0.00735200522467494, 0.034208033233881, -0.08376627415418625, -0.043659236282110214, 0.004940395709127188, -0.01521382387727499, 0.009247546084225178, 0.09046855568885803, -0.04854113236069679, 0.03530183434486389, 0.025785787031054497, 0.0315282829105854, 0.03450072556734085, -0.04174923524260521, 0.054438963532447815, 0.040046896785497665, 0.007668829523026943, -0.03772999718785286, -0.05000324919819832, 0.010919492691755295, -0.011509308591485023, 0.02523040771484375, 0.07706795632839203, 0.01423810888081789, -0.05274234339594841, -0.06812164932489395, -0.07635116577148438, -0.06193840503692627, 0.0497463196516037, -0.1269267350435257, -0.046579066663980484, -0.000988217769190669, 0.008310149423778057, 0.01554883737117052, -0.03561059385538101, -0.030840331688523293, -0.04078355431556702, 0.00870787538588047, -0.04136514663696289, 0.02407410554587841, -0.049021873623132706, 0.06271494925022125, 0.0327560231089592, 0.044566135853528976, 0.022847970947623253, -0.04253196716308594, 0.1333734691143036, 0.018377993255853653, -0.0039415499195456505, -0.019694922491908073, 0.03206884488463402, -0.1350279152393341, 0.01640225388109684, 0.0016865857178345323, 0.020258571952581406, -0.04921064153313637, -0.07330091297626495, 0.08637726306915283, -0.07143615931272507, 0.03868402913212776, 0.013603109866380692, 0.029689470306038857, 0.02277783490717411, 0.04273378103971481, 0.060625575482845306, 0.036172717809677124, 0.0007984779076650739, -0.06628185510635376, -0.010718629695475101, -0.038994647562503815, -0.04769541323184967, 0.040261369198560715, 0.0282755009829998, 0.028392929583787918, 0.02645655907690525, 0.012428383342921734, 0.04262134060263634, -0.00014081242261454463, 0.07164425402879715, -0.04314647987484932, 0.004974643234163523, 0.10368381440639496, -0.06683354824781418, 0.044779520481824875, -0.04946817457675934, 0.018176859244704247, 0.018095538020133972, -0.05425553396344185, -0.08921753615140915, -0.06077911704778671, -0.07081245630979538, 0.006008749362081289, 0.015670914202928543, 0.04890918359160423, -0.04435762017965317, 0.087941475212574, -0.000013371253771765623, 0.09565316140651703, 0.02191302925348282, 0.012351862154901028, 0.07185081392526627, -0.098511703312397, 0.03491479530930519, 0.058501262217760086, -0.06317006051540375, -0.08001380413770676, -1.5886973291966223e-33, 0.01456537563353777, 0.08406533300876617, -0.011671529151499271, 0.12708082795143127, 0.03606778383255005, -0.006249630358070135, -0.07524682581424713, 0.08075562864542007, -0.011426863260567188, 0.02881677821278572, -0.01934136264026165, 0.030293729156255722, 0.005356236826628447, 0.15005984902381897, 0.0727635994553566, -0.04967159032821655, -0.022371698170900345, 0.019403720274567604, -0.0026065781712532043, -0.06536608189344406, 0.029149016365408897, 0.0007308187196031213, -0.039223965257406235, -0.09015816450119019, -0.012143110856413841, 0.04394986853003502, 0.08079610764980316, -0.05327719822525978, -0.04661618545651436, -0.02896929532289505, -0.027713609859347343, -0.038925547152757645, -0.027228470891714096, -0.017854943871498108, 0.007968075573444366, 0.02730751596391201, 0.04794339835643768, -0.0273272804915905, -0.006561674177646637, -0.03505633398890495, 0.007218698505312204, -0.020323190838098526, -0.04952412098646164, 0.03212495148181915, 0.0019699654076248407, 0.03691455349326134, 0.05197660252451897, -0.028304358944296837, -0.06134135648608208, -0.09873544424772263, -0.0001637703535379842, 0.051789864897727966, -0.02227962575852871, -0.0781836286187172, 0.01230568066239357, -0.006333781871944666, -0.03368433937430382, -0.0062099932692945, 0.06054441258311272, 0.023478565737605095, -0.0746220201253891, 0.011539089493453503, -0.01046259980648756, 0.00733888940885663, -0.09558325260877609, 0.07987203449010849, -0.025013050064444542, -0.03987343981862068, 0.06373044103384018, -0.010445051826536655, -0.058855410665273666, 0.04222581908106804, -0.056857649236917496, -0.03467727452516556, -0.03189652040600777, -0.0018533037509769201, -0.08438022434711456, -0.10952398926019669, -0.005608455743640661, 0.05857669189572334, -0.08033528178930283, -0.08561711758375168, 0.009151970036327839, 0.0055566756054759026, 0.0491199791431427, -0.11450254172086716, 0.03883542865514755, -0.08372119814157486, 0.01332845352590084, -0.05418695881962776, -0.029435569420456886, -0.00958474911749363, -0.023591171950101852, -0.027274630963802338, 0.03689853101968765, -4.179652916985998e-34, -0.05467716604471207, 0.015566362999379635, -0.0699646845459938, 0.03454262763261795, 0.013131687417626381, 0.02239968627691269, -0.011946940794587135, 0.02718350663781166, -0.010302209295332432, 0.04158087447285652, -0.02983412705361843, 0.004685886204242706, 0.0342923179268837, -0.04595473036170006, -0.029266992583870888, -0.01884090155363083, -0.027949517592787743, -0.017689354717731476, 0.0533846952021122, -0.01495963241904974, -0.0003541840414982289, 0.008039194159209728, -0.03719177097082138, 0.10759191960096359, 0.03242974728345871, 0.15186884999275208, 0.015703588724136353, -0.01579539105296135, -0.04494987428188324, 0.03505923971533775, -0.10134396702051163, -0.13581223785877228, -0.06770588457584381, -0.0025051196571439505, -0.05387699976563454, 0.017039965838193893, 0.049619562923908234, 0.025107577443122864, -0.05532795190811157, -0.047395434230566025, 0.05232968553900719, 0.02053012140095234, -0.11014248430728912, 0.06694383174180984, -0.005487007088959217, -0.04902279004454613, 0.008623604662716389, 0.05960014462471008, 0.036124471575021744, -0.033455751836299896, -0.0349617674946785, -0.040400270372629166, -0.09818671643733978, -0.10217825323343277, -0.007848584093153477, -0.047258540987968445, 0.06629306077957153, -0.07210051268339157, 0.0352657251060009, 0.034780364483594894, -0.0653296634554863, -0.04334527999162674, 0.009581118822097778, -0.044411879032850266, 0.023061146959662437, -0.04552497714757919, 0.003442449262365699, 0.023384099826216698, -0.06573601067066193, -0.01302090659737587, 0.10308533906936646, 0.0036331850569695234, -0.04526582732796669, 0.0384431928396225, 0.05948974937200546, -0.016770055517554283, 0.11472465097904205, 0.04340735450387001, 0.024328168481588364, -0.029665468260645866, 0.03174322843551636, -0.0825449675321579, 0.08587076514959335, 0.03145858272910118, 0.16154642403125763, 0.08113463222980499, -0.01197108905762434, 0.05144152417778969, 0.05936091020703316, 0.023926353082060814, -0.023880353197455406, 0.12149228155612946, -0.020857559517025948, 0.09231548756361008, -0.002300855703651905, -2.2575443736627676e-8, -0.021410726010799408, 0.049307338893413544, 0.015066977590322495, 0.001136320410296321, -0.0275547057390213, -0.05617125332355499, 0.004916170611977577, 0.012150544673204422, -0.06009635701775551, -0.00402661319822073, 0.04505820572376251, 0.04061518982052803, -0.035056356340646744, 0.005018181167542934, 0.10575968772172928, 0.08247779309749603, -0.01694885827600956, 0.018601497635245323, -0.027830632403492928, 0.022324535995721817, 0.06747893244028091, 0.08780932426452637, 0.0035550028551369905, 0.04110128432512283, -0.04779671132564545, 0.006500881165266037, -0.0743262991309166, -0.01602812670171261, 0.014261255972087383, 0.027927741408348083, 0.032491181045770645, 0.11294620484113693, -0.036664389073848724, 0.006540785543620586, -0.022282414138317108, -0.0007096122717484832, -0.021940108388662338, -0.04430629312992096, -0.06903570890426636, -0.0742315948009491, -0.0055175465531647205, 0.0014264933997765183, -0.02060203067958355, -0.06224476546049118, 0.10558129847049713, 0.0710984393954277, 0.03522242233157158, -0.007078878115862608, 0.008297511376440525, 0.030996184796094894, -0.050493642687797546, -0.015697000548243523, 0.008167930878698826, 0.031663138419389725, 0.0687500610947609, 0.005786426365375519, -0.010043997317552567, -0.011840413324534893, 0.025095384567975998, 0.011234326288104057, 0.017932355403900146, 0.020166147500276566, 0.0771484524011612, -0.012094911187887192 ]
p
We’ve made input to build some kind of complex embeddings.
[ "tags", "tags/vector-image-search" ]
10,880
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
[ -0.05195586755871773, 0.002930563874542713, -0.023010628297924995, -0.01945686526596546, 0.05422663316130638, 0.01774139143526554, -0.07628510147333145, 0.03247164934873581, 0.04447679966688156, -0.01386194583028555, 0.051645293831825256, 0.11866263300180435, 0.06379999965429306, 0.06810149550437927, 0.0018014038214460015, -0.022676195949316025, 0.09544181823730469, 0.0027848153840750456, -0.020543167367577553, -0.030049916356801987, 0.015334447845816612, -0.020278621464967728, 0.08223329484462738, -0.12821902334690094, -0.02711724489927292, -0.013255303725600243, -0.06483299285173416, -0.006214964669197798, 0.0129939503967762, -0.02087876945734024, -0.04393488168716431, -0.07345901429653168, 0.04359174147248268, 0.036473680287599564, -0.09394720196723938, 0.05816889554262161, 0.07322341948747635, 0.05418235808610916, -0.06943798810243607, -0.03666430339217186, 0.024469729512929916, 0.022449839860200882, 0.007848996669054031, 0.09072854369878769, 0.10345370322465897, -0.06742803752422333, -0.024655109271407127, -0.024891598150134087, -0.007013104390352964, 0.05726388096809387, -0.08063625544309616, -0.1124899759888649, -0.07527504116296768, -0.03483017161488533, 0.0063444022089242935, 0.034870658069849014, -0.04930951073765755, -0.07851947844028473, 0.011120225302875042, 0.024339424446225166, 0.050833068788051605, 0.014348018914461136, -0.007008009124547243, 0.05673027038574219, 0.09416332095861435, -0.030583838000893593, 0.009796551428735256, 0.05464659631252289, 0.015378642827272415, -0.04848877340555191, -0.09321878850460052, -0.03667668253183365, 0.030400564894080162, -0.004900437314063311, -0.05535842850804329, -0.04982844367623329, -0.04552986100316048, -0.0842810645699501, -0.018093204125761986, -0.027219027280807495, 0.003353467443957925, 0.043581243604421616, 0.04947754740715027, 0.028776148334145546, -0.003926866687834263, 0.008744467981159687, 0.04567215219140053, -0.031037194654345512, -0.026243798434734344, 0.015412529930472374, -0.0017109381733462214, -0.05210045352578163, 0.013091580010950565, -0.03519732132554054, -0.04368496686220169, 0.040639717131853104, 0.0026985344011336565, -0.0861966460943222, -0.04139379784464836, 0.025419820100069046, -0.009107332676649094, -0.030926547944545746, 0.04149699956178665, -0.03625587373971939, -0.0031563907396048307, -0.02517181821167469, 0.042882319539785385, -0.020899280905723572, -0.012639481574296951, -0.049128565937280655, -0.05734549090266228, -0.005426926538348198, -0.05726704001426697, 0.03623154014348984, 0.06211750954389572, -0.07573016732931137, 0.027523210272192955, -0.0015826541930437088, 0.09455619752407074, -0.0009393322980031371, -0.003413386642932892, 0.022565152496099472, -0.002111171605065465, 0.02188429981470108, 0.024459553882479668, -0.017902882769703865, -0.07811605930328369, -8.671790803328946e-34, 0.06444694101810455, 0.1063268706202507, 0.054365769028663635, 0.06953893601894379, 0.08813410997390747, -0.002948963548988104, -0.07935954630374908, 0.024879515171051025, -0.0379379503428936, -0.032429300248622894, 0.017291009426116943, -0.043145522475242615, -0.018606655299663544, 0.16698797047138214, 0.051368046551942825, -0.0197763629257679, -0.035703521221876144, 0.08683280646800995, 0.026977024972438812, 0.005798982456326485, -0.08870728313922882, -0.1116795688867569, 0.012406894005835056, -0.08653143048286438, -0.0017716690199449658, 0.020268727093935013, 0.06842045485973358, -0.04832977056503296, 0.10551458597183228, -0.027528462931513786, -0.09068422019481659, -0.0628228560090065, -0.012454422190785408, -0.04238244891166687, 0.019846271723508835, 0.015513134188950062, -0.041534386575222015, -0.0404617115855217, 0.041490696370601654, 0.04510677605867386, -0.011428898200392723, -0.017902078106999397, 0.011090775951743126, -0.07525181025266647, -0.008437041193246841, 0.08941344916820526, 0.06822767108678818, -0.028644206002354622, -0.06640759110450745, -0.010139130987226963, 0.025153562426567078, -0.02009326033294201, -0.02972574159502983, -0.05901174992322922, 0.05800256505608559, -0.020510656759142876, -0.023897122591733932, -0.01073990948498249, 0.020682474598288536, -0.002725964179262519, 0.0008232087711803615, 0.03764455020427704, 0.02848919667303562, 0.0557716004550457, -0.04582883045077324, 0.0229252390563488, -0.028086097911000252, -0.03207770362496376, 0.01582232490181923, -0.020385151728987694, -0.03505881503224373, 0.01062524039298296, -0.024417899549007416, -0.03081698715686798, -0.04938998445868492, 0.0012549569364637136, -0.056170444935560226, -0.08315648138523102, 0.025570571422576904, 0.072472482919693, -0.06720973551273346, -0.10791733115911484, 0.04155031219124794, -0.043407320976257324, 0.03653913736343384, -0.0491056814789772, 0.049189552664756775, -0.06702765822410583, -0.028398416936397552, -0.03276529535651207, -0.03682805970311165, 0.02557659149169922, -0.0855344831943512, 0.004929294344037771, 0.05320485308766365, 1.1990503851755526e-34, 0.013409564271569252, -0.0078063723631203175, -0.018951354548335075, 0.07318715751171112, 0.029339231550693512, 0.05261748284101486, 0.03329652175307274, 0.07496127486228943, 0.04010685905814171, 0.021123385056853294, -0.05855109542608261, 0.0465073361992836, -0.0019983011297881603, -0.01749780774116516, -0.07653626054525375, -0.026143677532672882, -0.01709188148379326, 0.0026065832935273647, -0.017300546169281006, 0.015892963856458664, -0.010866468772292137, -0.0005398548673838377, -0.038026873022317886, 0.06914196908473969, 0.03020111657679081, 0.1187700629234314, 0.02035527676343918, -0.022219453006982803, -0.08893348276615143, -0.03826752305030823, -0.00611801166087389, -0.0738522931933403, -0.0073546152561903, -0.021738922223448753, -0.00539758475497365, 0.03591490536928177, 0.04788247123360634, -0.023083005100488663, -0.05877268686890602, 0.012013944797217846, 0.13150069117546082, 0.04054887965321541, -0.006236884742975235, -0.010473883710801601, -0.025663888081908226, 0.0037972689606249332, 0.004623887594789267, -0.008478403091430664, 0.07235762476921082, 0.09808006137609482, -0.05740536004304886, -0.04283316433429718, -0.018956374377012253, -0.08191794902086258, -0.10538387298583984, -0.06988158077001572, -0.020672958344221115, 0.017748303711414337, 0.1016673594713211, 0.009229574352502823, -0.04496631771326065, -0.028288042172789574, -0.023754451423883438, -0.020943699404597282, 0.0296348687261343, -0.06395131349563599, -0.017901230603456497, 0.06457209587097168, -0.12889835238456726, 0.06823514401912689, 0.09208974987268448, -0.001719536492601037, -0.011745634488761425, 0.09514743089675903, 0.044263385236263275, -0.019568191841244698, 0.13093231618404388, 0.009666253812611103, -0.002678864635527134, -0.05887077376246452, -0.010897189378738403, -0.047738756984472275, -0.010805727913975716, -0.010941660031676292, 0.10604903101921082, 0.0699857696890831, -0.05405081436038017, -0.010367647744715214, 0.03914586827158928, 0.02743423730134964, -0.016363253816962242, 0.050268303602933884, 0.0279061421751976, 0.05031714588403702, 0.045665193349123, -2.3314949970654197e-8, -0.041433461010456085, 0.010113419964909554, 0.028110235929489136, -0.027955124154686928, -0.08729478716850281, -0.022308193147182465, 0.10295507311820984, -0.061140984296798706, 0.02725365199148655, 0.001202131505124271, 0.03250939026474953, -0.06204212084412575, -0.07095389068126678, 0.05610283464193344, 0.005994029343128204, 0.05543569475412369, 0.004829774610698223, 0.01631191559135914, 0.02950468473136425, 0.03515865281224251, 0.041935279965400696, 0.04776020720601082, -0.04382145032286644, 0.004546036012470722, -0.07148166745901108, 0.057877443730831146, -0.03484000265598297, 0.003989935386925936, 0.015254377387464046, -0.013526007533073425, 0.04823938384652138, -0.008396118879318237, 0.032348256558179855, 0.028498411178588867, -0.030169257894158363, -0.0032276143319904804, -0.1161540076136589, -0.08057663589715958, -0.02535749413073063, -0.012177353724837303, 0.04125870391726494, 0.06377944350242615, 0.038041263818740845, -0.02088119275867939, 0.08541182428598404, 0.03564733266830444, 0.07495030760765076, -0.0931379646062851, -0.08609744906425476, 0.003768817987293005, 0.03388629108667374, -0.00953857321292162, 0.08022113144397736, -0.013328568078577518, 0.0737200528383255, 0.05852551758289337, 0.13590271770954132, 0.03146124631166458, -0.0023954962380230427, 0.08166731148958206, -0.01636669971048832, -0.013802132569253445, -0.06713110208511353, -0.007757569197565317 ]
p
And how great would it be to have an image embeding you could guide with text.
[ "tags", "tags/vector-image-search" ]
10,881
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(29)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,882
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(29)
[ 0.04638656601309776, -0.06666836142539978, 0.0613928884267807, -0.021796805784106255, 0.12509088218212128, 0.03538719192147255, -0.008004606701433659, -0.04105154424905777, 0.06037886440753937, -0.04257206991314888, 0.011102104559540749, 0.08344679325819016, 0.029161453247070312, -0.008517330512404442, -0.002857291605323553, 0.0031478344462811947, 0.04714106395840645, 0.12740057706832886, -0.0902993232011795, 0.058346398174762726, -0.047380294650793076, -0.08766025304794312, 0.04333778843283653, -0.05526338517665863, -0.020880937576293945, 0.05447378382086754, 0.00004014816659037024, 0.022740229964256287, 0.058687157928943634, -0.03729626536369324, -0.04089094325900078, 0.005205545108765364, -0.052198752760887146, 0.021682551130652428, -0.14140750467777252, 0.06569024175405502, -0.034588225185871124, 0.044358499348163605, -0.09965557605028152, -0.02462230622768402, -0.005131042096763849, 0.04274878650903702, 0.04383964091539383, 0.04192635044455528, 0.08703349530696869, 0.06171330437064171, 0.02136717550456524, -0.04647112637758255, -0.008870243094861507, 0.02521507255733013, -0.07216145843267441, -0.10815656930208206, -0.07699433714151382, -0.0029175204690545797, 0.024634478613734245, 0.061057865619659424, 0.041732314974069595, -0.04180818796157837, 0.033262018114328384, -0.020816877484321594, 0.14068791270256042, 0.06550423055887222, 0.06627468764781952, 0.06293835490942001, 0.07270941883325577, -0.05348438397049904, 0.010898997075855732, -0.0027702362276613712, 0.013733883388340473, 0.03364058956503868, -0.003303408157080412, -0.033395182341337204, 0.054848987609148026, 0.009032074362039566, -0.01008020993322134, -0.05273102968931198, -0.016127439215779305, -0.018149830400943756, 0.04891689494252205, 0.016029074788093567, 0.02301262505352497, -0.049175262451171875, 0.03246001526713371, -0.024323800578713417, 0.05065368488430977, 0.05133620649576187, -0.0013204828137531877, -0.006740726064890623, -0.024010829627513885, 0.016131507232785225, -0.025647757574915886, -0.045075155794620514, -0.004941257182508707, -0.08055879175662994, 0.01666010357439518, -0.056076016277074814, -0.025528674945235252, -0.04409715533256531, -0.01128506287932396, -0.007375143934041262, 0.0121553810313344, -0.026555560529232025, 0.04889345541596413, 0.10594446212053299, 0.06370341032743454, -0.061519552022218704, -0.05953468009829521, -0.025552647188305855, -0.05489666759967804, 0.056603845208883286, -0.09098948538303375, -0.017854910343885422, -0.01754000224173069, 0.012933698482811451, -0.04528024047613144, -0.0461956225335598, -0.05576948821544647, 0.006939705461263657, 0.009673196822404861, -0.02513197809457779, 0.016572879627346992, 0.0077167293056845665, -0.06812124699354172, 0.012499645352363586, 0.047471899539232254, -0.05881304666399956, -0.06132190674543381, -2.807657971363464e-33, 0.04922943934798241, -0.043700821697711945, 0.029589476063847542, -0.024032115936279297, 0.030260302126407623, -0.020167920738458633, -0.05622740462422371, 0.035279709845781326, 0.03577536717057228, 0.0057297502644360065, 0.023589951917529106, -0.008916928432881832, -0.008512644097208977, 0.1553235650062561, 0.04001155495643616, -0.060650456696748734, -0.013330523855984211, -0.001828863169066608, -0.023529546335339546, 0.012788251042366028, -0.00367022049613297, -0.09621801227331161, -0.08039528876543045, -0.0357976034283638, -0.06949130445718765, 0.026800094172358513, 0.0010300769936293364, -0.035497311502695084, -0.02852153591811657, 0.00878580380231142, -0.09143277257680893, -0.005030209198594093, -0.09354113787412643, -0.07445452362298965, 0.06191098690032959, -0.030241478234529495, -0.025991516187787056, -0.007742039393633604, 0.04976385831832886, -0.011722545139491558, 0.01846488006412983, -0.04970620200037956, -0.05346490815281868, -0.024530839174985886, -0.022034427151083946, 0.0589328408241272, 0.07688853144645691, 0.013507023453712463, -0.08733130246400833, 0.03063623048365116, 0.09775126725435257, 0.013931428082287312, -0.00452816067263484, -0.0528109036386013, 0.09110341966152191, -0.06807581335306168, -0.014133787713944912, -0.0029107804875820875, -0.047625791281461716, -0.060495853424072266, -0.07314291596412659, -0.02724807895720005, 0.05443914979696274, -0.02614716812968254, -0.011708349920809269, 0.040017057210206985, -0.0578530952334404, 0.07556889206171036, -0.025395529344677925, 0.03405839204788208, -0.018084432929754257, 0.021560868248343468, -0.07325825840234756, -0.03199146315455437, -0.04794782027602196, -0.02040598727762699, -0.05672029033303261, -0.05967866629362106, 0.02199547179043293, 0.014672364108264446, -0.01974163018167019, -0.053100623190402985, -0.03280862048268318, 0.0015043849125504494, 0.036275703459978104, -0.060244593769311905, 0.08026649057865143, -0.04010440781712532, -0.017358137294650078, -0.016774630174040794, -0.030414463952183723, 0.03660638630390167, -0.051479581743478775, 0.0379963144659996, -0.008787940256297588, 1.4465357974730596e-33, 0.009947002865374088, -0.004052117932587862, 0.051114991307258606, 0.061999522149562836, -0.07334082573652267, 0.01900821179151535, 0.05629165098071098, 0.028139503672719002, 0.01812601275742054, 0.059971679002046585, -0.032704997807741165, -0.050273749977350235, -0.09714028239250183, -0.07442698627710342, -0.03244441747665405, 0.015048181638121605, -0.10366739332675934, -0.008193877525627613, -0.07356961071491241, 0.05525940656661987, -0.07348735630512238, -0.01619940996170044, 0.02418079599738121, 0.03575153648853302, -0.013962858356535435, 0.07500803470611572, 0.018276719376444817, -0.003018836723640561, 0.02041824348270893, -0.014023512601852417, -0.02809218317270279, -0.07779303938150406, -0.03310908004641533, -0.07970093190670013, -0.03548036515712738, -0.021810919046401978, -0.017065946012735367, -0.018332453444600105, 0.006660417653620243, -0.004089780151844025, 0.030723530799150467, -0.006932833231985569, -0.005775165744125843, 0.040516067296266556, -0.0033296789042651653, -0.02566619962453842, -0.026776332408189774, 0.04706635698676109, 0.027294505387544632, 0.07110374420881271, -0.011685681529343128, 0.04653342440724373, -0.015766842290759087, -0.061258263885974884, 0.00939167570322752, 0.05691591650247574, -0.02265431359410286, -0.006313822232186794, 0.09022203832864761, -0.0038830218836665154, 0.010098562575876713, -0.04291853308677673, -0.02824435383081436, -0.09245109558105469, 0.02057074010372162, 0.03850606456398964, -0.05230564996600151, 0.008282028138637543, -0.016961148008704185, 0.025798259302973747, 0.05264300853013992, 0.0052740867249667645, -0.01979740522801876, 0.010969866067171097, 0.049654558300971985, -0.09028971195220947, 0.1439650058746338, -0.0006567204254679382, 0.031450092792510986, -0.0813068374991417, 0.029151584953069687, -0.037507787346839905, 0.06300988793373108, -0.008618083782494068, 0.004978642333298922, 0.1275591105222702, -0.13476121425628662, -0.08581364154815674, 0.001976557308807969, -0.018046332523226738, 0.02127164602279663, 0.11125452071428299, 0.016427017748355865, 0.06048823148012161, 0.04158646985888481, -4.21354755530956e-8, -0.08516595512628555, 0.03442777693271637, 0.15999343991279602, -0.0054221381433308125, -0.03128322958946228, 0.04468320310115814, 0.04645406827330589, 0.021300196647644043, 0.027764203026890755, -0.04351867735385895, 0.0547184981405735, -0.037002041935920715, -0.04320428892970085, 0.05514544993638992, 0.07091980427503586, 0.027587158605456352, -0.032621730118989944, -0.0011228770017623901, -0.019672369584441185, 0.06378432363271713, 0.0017066281288862228, 0.014450425282120705, -0.022476710379123688, 0.052651844918727875, -0.030433615669608116, -0.01167213637381792, -0.03451356291770935, 0.0038015202153474092, 0.018066398799419403, -0.020549194887280464, 0.02738613449037075, 0.04124525189399719, 0.06984447687864304, 0.045718491077423096, 0.009921219199895859, 0.08188915252685547, 0.004086952656507492, -0.07862555980682373, -0.0789756178855896, -0.11642313748598099, 0.021805433556437492, 0.05107662081718445, 0.05742630735039711, 0.046007197350263596, 0.059212129563093185, 0.04874882474541664, 0.12131304293870926, -0.1268686205148697, -0.03791266307234764, 0.04760272428393364, 0.01755078323185444, -0.05174668878316879, 0.021524975076317787, 0.12391636520624161, 0.07035936415195465, 0.06674264371395111, 0.028358768671751022, 0.009167462587356567, 0.013364209793508053, 0.07193116843700409, -0.033143050968647, 0.044247839599847794, -0.013540482148528099, -0.011697031557559967 ]
p
So you could just like when creating an embedding of your image, just say, all right, here, I don’t care about the movements, I only care about the features on the object, for instance.
[ "tags", "tags/vector-image-search" ]
10,883
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(29)
[ 0.026721233502030373, -0.08009587228298187, -0.02884926088154316, -0.014530545100569725, -0.003264636266976595, 0.01784622296690941, -0.06095828860998154, -0.08577952533960342, 0.006418953649699688, -0.056010354310274124, 0.0006912550888955593, 0.08470559865236282, 0.025337768718600273, 0.01948045752942562, -0.0717950239777565, 0.01280616968870163, 0.09371683746576309, 0.07404828816652298, -0.023721788078546524, -0.06133141741156578, 0.0575554296374321, -0.06596782058477402, 0.07175392657518387, -0.08814781904220581, -0.02023564651608467, 0.003069420577958226, -0.04950263351202011, 0.013648683205246925, 0.07078723609447479, -0.05117196962237358, 0.03826490789651871, -0.025111664086580276, 0.021898353472352028, 0.061381809413433075, -0.05291905626654625, 0.06681519746780396, -0.08639951795339584, 0.00237853336147964, -0.033896755427122116, -0.007379099726676941, -0.013738677836954594, 0.0713188648223877, -0.04770016670227051, 0.042138729244470596, 0.08185888081789017, -0.03875930234789848, -0.037756308913230896, -0.08624617010354996, -0.010821218602359295, 0.03164700046181679, -0.11294693499803543, -0.08609282970428467, -0.08248750865459442, -0.020324494689702988, -0.026822082698345184, 0.041859690099954605, 0.0008207593928091228, 0.028112532570958138, -0.02553977072238922, 0.011015696451067924, -0.02109563536942005, -0.05054398998618126, 0.014742452651262283, 0.002125414554029703, 0.11022616177797318, -0.012699532322585583, 0.0036658290773630142, 0.024389022961258888, -0.00255919829942286, 0.011455261148512363, -0.0511147640645504, 0.07153032720088959, -0.007890594191849232, 0.04758940637111664, 0.013309089466929436, -0.0018520709127187729, -0.042534276843070984, -0.06815158575773239, 0.055403586477041245, -0.005144041497260332, -0.03588099777698517, 0.01887667551636696, -0.005152103025466204, -0.06007203832268715, 0.1524573713541031, 0.004563324619084597, 0.0560295432806015, -0.04525051638484001, -0.028322545811533928, 0.010573487728834152, -0.03054984286427498, -0.08152174204587936, 0.010207694955170155, 0.04589434713125229, -0.0197878647595644, 0.020728150382637978, 0.010713046416640282, 0.014235575683414936, -0.06873320043087006, 0.04631279036402702, -0.02979857288300991, 0.013989003375172615, 0.014142552390694618, 0.05103595554828644, 0.004745486192405224, -0.03662154823541641, 0.0334758497774601, 0.04335658997297287, -0.03710000589489937, -0.10471594333648682, 0.0026645867619663477, 0.0050577400252223015, 0.03176423907279968, 0.053745366632938385, -0.016790874302387238, 0.021754754707217216, 0.02690497599542141, -0.005436862353235483, -0.039981938898563385, 0.059471871703863144, 0.009017975069582462, 0.016382992267608643, -0.00040620341314934194, 0.019198883324861526, -0.01933439075946808, -0.0713784471154213, -0.03387700766324997, 1.2785343514834046e-34, -0.004532183054834604, -0.02688765525817871, 0.0035816554445773363, -0.012009914964437485, 0.03377118706703186, -0.02400539070367813, -0.01707499660551548, 0.1265295296907425, 0.001949043245986104, -0.05987270921468735, -0.00535782054066658, -0.060407377779483795, 0.018085364252328873, 0.1661827713251114, 0.03013995662331581, -0.0390208400785923, -0.00710440194234252, 0.06894123554229736, -0.00823525246232748, -0.08086875826120377, 0.020075436681509018, -0.10586284846067429, -0.05574769899249077, -0.13742581009864807, -0.03718629106879234, -0.016533827409148216, 0.06566008925437927, -0.05940619483590126, -0.049458589404821396, 0.01875704526901245, -0.06879892945289612, -0.07546086609363556, -0.07794211804866791, 0.002142181620001793, 0.016494236886501312, 0.0007687959587201476, 0.0039460849948227406, 0.03838857635855675, 0.019585592672228813, -0.035219110548496246, 0.045865073800086975, -0.01797487773001194, 0.024000117555260658, -0.03629500791430473, -0.011799750849604607, -0.035421691834926605, 0.09413307905197144, -0.00023422551748808473, -0.14639048278331757, -0.011135483160614967, 0.07364904880523682, 0.032159365713596344, -0.016209984198212624, -0.045506551861763, 0.052786264568567276, 0.022608110681176186, 0.03081982210278511, 0.008876020088791847, 0.061381351202726364, -0.00719849020242691, -0.03792233765125275, -0.05610678344964981, 0.007765152491629124, 0.11675556749105453, 0.00016701997083146125, 0.09585252404212952, 0.012763847596943378, -0.027829434722661972, 0.012920805253088474, 0.015117517672479153, -0.010473214089870453, 0.01843979023396969, -0.018946845084428787, -0.02678753063082695, -0.04990551248192787, -0.0032097026705741882, -0.01082719024270773, -0.08046532422304153, -0.022454652935266495, 0.033670004457235336, 0.042849838733673096, -0.042080771178007126, 0.0058658188208937645, -0.03731497749686241, -0.01933935284614563, -0.1074715182185173, 0.08291509747505188, -0.1261245161294937, 0.003818674013018608, 0.0036035350058227777, 0.012106272391974926, -0.01790291629731655, -0.08147776126861572, 0.0162949375808239, 0.05857827141880989, -3.934420631189542e-35, -0.0032370213884860277, 0.0008119214908219874, -0.05077192932367325, 0.08734055608510971, -0.03702203929424286, 0.03574376553297043, 0.020773636177182198, 0.05218196287751198, -0.07725111395120621, 0.059578295797109604, -0.010373661294579506, -0.028984643518924713, -0.079321950674057, -0.009128228761255741, 0.008309250697493553, 0.046114951372146606, -0.07025769352912903, 0.051303595304489136, 0.00027120966115035117, 0.09023541957139969, -0.09014927595853806, 0.04207973927259445, -0.008886875584721565, 0.08458540588617325, 0.0913277417421341, 0.0774865597486496, -0.035148944705724716, 0.030587734654545784, -0.02187792770564556, 0.00003646278855740093, 0.014882189221680164, -0.08468326926231384, -0.08769088983535767, -0.03734468296170235, 0.019336123019456863, 0.029283247888088226, 0.08908285200595856, -0.02119186334311962, -0.050178710371255875, 0.06513353437185287, 0.09303534030914307, 0.04584389552474022, -0.1224389299750328, 0.01186105515807867, 0.02273549698293209, -0.06537096202373505, -0.0020198929123580456, -0.008219646289944649, 0.024856550619006157, 0.0922122374176979, 0.012025941163301468, -0.0005231209797784686, 0.02882506512105465, -0.11089876294136047, -0.012333853170275688, 0.004969990812242031, 0.02331780456006527, -0.019703365862369537, 0.039236970245838165, 0.01723524183034897, 0.015893947333097458, -0.08450471609830856, 0.025752469897270203, -0.0899963229894638, 0.06965623795986176, -0.05763588100671768, -0.04304051026701927, 0.10559429973363876, 0.04161595553159714, 0.04877293482422829, 0.08630992472171783, 0.0560927540063858, 0.007844735868275166, -0.02511100098490715, -0.0007416383014060557, -0.016501357778906822, 0.09439638257026672, 0.010472455993294716, -0.004623590502887964, -0.058344464749097824, 0.020228726789355278, -0.042872749269008636, 0.04971195384860039, -0.023488342761993408, 0.021861203014850616, 0.047392453998327255, -0.007205512374639511, 0.019780512899160385, -0.0023744413629174232, -0.004726088140159845, -0.00029742703191004694, 0.07961157709360123, 0.011884707026183605, 0.029693808406591415, -0.050996195524930954, -2.2044144287747258e-8, -0.09104330092668533, -0.007198837120085955, 0.09323999285697937, 0.02207818627357483, 0.02371893636882305, -0.037690166383981705, -0.001753837219439447, 0.04302654042840004, -0.025757214054465294, -0.09533185511827469, 0.07363273203372955, -0.08590750396251678, -0.033530257642269135, 0.06837180256843567, 0.053451865911483765, 0.028951574116945267, 0.07232155650854111, -0.02774147316813469, -0.015582759864628315, 0.05806487053632736, 0.017694346606731415, 0.0646342784166336, 0.018053296953439713, 0.03629370033740997, -0.06456810235977173, -0.06117213889956474, -0.013715030625462532, 0.06816297769546509, 0.06341767311096191, 0.013779966160655022, -0.005125044379383326, 0.03666914626955986, 0.0005072716157883406, 0.00744551420211792, -0.042986705899238586, 0.08681029081344604, -0.02766464091837406, -0.037514809519052505, -0.036161869764328, -0.0006432637455873191, 0.015384322963654995, 0.10388757288455963, 0.008608033880591393, -0.0034891976974904537, 0.047622308135032654, -0.03805071488022804, 0.05299248546361923, -0.12868978083133698, 0.0033930004574358463, 0.0235805232077837, 0.046599388122558594, 0.049930352717638016, -0.042257778346538544, -0.022137416526675224, 0.07089673727750778, 0.023771531879901886, 0.10184696316719055, -0.04537840560078621, -0.008059502579271793, 0.07331446558237076, -0.05944089591503143, 0.015753919258713722, 0.006363276392221451, -0.008903399109840393 ]
p
And then it will learn an embedding according to your task without any fine tuning.
[ "tags", "tags/vector-image-search" ]
10,884
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(29)
[ 0.005015093367546797, -0.04255178943276405, 0.015804674476385117, -0.027903201058506966, -0.02071930095553398, 0.05974180996417999, -0.08009982854127884, -0.16039970517158508, -0.0070037017576396465, 0.01338126603513956, -0.13413168489933014, 0.07696273177862167, -0.003881082870066166, 0.07134982943534851, 0.04603331908583641, 0.0027133123949170113, 0.021159928292036057, 0.021586105227470398, -0.02175433561205864, 0.07113329321146011, 0.03101370856165886, 0.025007707998156548, 0.020366190001368523, -0.055907025933265686, 0.02922840602695942, 0.02179708145558834, -0.00846189446747303, -0.07936336100101471, 0.010064037516713142, -0.03449912369251251, -0.03490553796291351, -0.005576926749199629, -0.016050927340984344, 0.011373124085366726, -0.007494378834962845, 0.06356195360422134, 0.014807174913585186, 0.024210574105381966, 0.02918333187699318, 0.014376681298017502, 0.0005711234407499433, 0.013614745810627937, -0.018580127507448196, 0.01095402892678976, 0.019086401909589767, -0.003395570209249854, -0.06002567708492279, -0.04366499185562134, -0.02162504568696022, 0.027374783530831337, -0.022055266425013542, -0.08007685095071793, 0.0009426564211025834, -0.025183826684951782, -0.02948000654578209, 0.049788668751716614, 0.048989951610565186, -0.03320002555847168, -0.023867448791861534, -0.0039986553601920605, -0.02867666259407997, 0.0341181680560112, 0.024163074791431427, 0.020552461966872215, 0.012503488920629025, -0.00002158164352294989, -0.019947975873947144, 0.1433974802494049, -0.0193891990929842, -0.056576281785964966, -0.003499234328046441, -0.0357559397816658, 0.043623246252536774, 0.005301336757838726, 0.08206818252801895, 0.019385816529393196, -0.03797808289527893, -0.049915410578250885, 0.009703105315566063, -0.07242445647716522, 0.04558456689119339, -0.01887832209467888, 0.025750840082764626, -0.04642684385180473, -0.031911130994558334, 0.042842693626880646, -0.07737124711275101, 0.024474896490573883, 0.05778371915221214, -0.006831216160207987, -0.033108100295066833, -0.0596916638314724, 0.024821925908327103, 0.033128440380096436, 0.051680050790309906, 0.015502258203923702, -0.0010084706591442227, -0.005418606102466583, 0.0036500911228358746, 0.045848600566387177, -0.04137003421783447, 0.024616828188300133, 0.025148626416921616, -0.05339924991130829, 0.01756727136671543, -0.0182938389480114, 0.011277635581791401, -0.02588476985692978, -0.06441390514373779, -0.04078971594572067, 0.03363712877035141, 0.005759738385677338, 0.032399892807006836, 0.05617067590355873, 0.04621661826968193, 0.014251584187150002, -0.04136599600315094, -0.0670923963189125, 0.09268509596586227, -0.03197294846177101, -0.013445915654301643, 0.03921011462807655, -0.04029811546206474, 0.020504901185631752, 0.014272169210016727, -0.021059032529592514, -0.07115951925516129, -4.572527557272784e-33, 0.09138070791959763, 0.0924423411488533, 0.11877846717834473, 0.06340234726667404, 0.01979738287627697, -0.06104092672467232, -0.033286698162555695, -0.0265129953622818, -0.02823551371693611, -0.03440414369106293, 0.12143194675445557, 0.02916068397462368, 0.01983267068862915, 0.07165296375751495, 0.03797706961631775, -0.05569847673177719, -0.01845317706465721, 0.026058362796902657, 0.02114669419825077, 0.01132152508944273, -0.07631801068782806, -0.035750702023506165, -0.02919500507414341, -0.001776143559254706, -0.07101155072450638, 0.08772866427898407, -0.0354125052690506, -0.018396208062767982, 0.046717673540115356, -0.011661145836114883, -0.03682386502623558, 0.05597387254238129, -0.061394721269607544, -0.017232825979590416, -0.020869523286819458, -0.04417242482304573, 0.04638436436653137, 0.003656210843473673, 0.0776374489068985, 0.021757449954748154, 0.008032495155930519, -0.003196809673681855, -0.011582163162529469, -0.013664799742400646, 0.05173623189330101, 0.1095118522644043, 0.10362216085195541, 0.011014947667717934, -0.017033597454428673, 0.06771716475486755, 0.05074703320860863, 0.042268503457307816, -0.05735386535525322, -0.03104482963681221, 0.06062748283147812, 0.008177719078958035, 0.022298341616988182, -0.05144241452217102, 0.048985861241817474, -0.0855056419968605, 0.05272645503282547, 0.05441173538565636, -0.02205379121005535, 0.03353792801499367, -0.03948971629142761, 0.05844811722636223, -0.019870074465870857, -0.003309098770841956, 0.045797500759363174, -0.06404373049736023, -0.11591138690710068, -0.022940179333090782, -0.08073882758617401, -0.08188064396381378, 0.024702535942196846, 0.00030846643494442105, 0.03932333365082741, -0.08681139349937439, 0.02963508851826191, 0.022566841915249825, -0.11203140020370483, 0.005817463155835867, -0.03117157146334648, -0.06391209363937378, 0.12569499015808105, 0.017458485439419746, 0.08259890973567963, -0.02649565413594246, -0.045273952186107635, 0.03753049299120903, -0.0456424318253994, 0.0005735513987019658, -0.028670523315668106, 0.04625614732503891, 0.02183794230222702, 2.535287297741301e-33, 0.0176578126847744, -0.038210831582546234, -0.041879620403051376, 0.09198316931724548, 0.05673879757523537, -0.06915029883384705, 0.03129107877612114, 0.03070269525051117, 0.03728894144296646, 0.06355967372655869, -0.041576631367206573, -0.022620297968387604, -0.019892912358045578, -0.027597032487392426, -0.029862597584724426, -0.13964977860450745, 0.046350810676813126, 0.06635632365942001, -0.04132837429642677, 0.03562358394265175, -0.008116436190903187, 0.07200206816196442, -0.051015157252550125, -0.00461163092404604, -0.02112101949751377, 0.0696231871843338, -0.05140555277466774, -0.03364143893122673, -0.029937395825982094, 0.013619725592434406, -0.029940655454993248, -0.08788655698299408, -0.04912363737821579, -0.04045821726322174, -0.0453186109662056, -0.03834674507379532, 0.07226742058992386, -0.02374875545501709, -0.04126044735312462, 0.0014379373751580715, 0.03571123629808426, -0.04581749439239502, -0.10047398507595062, 0.056304410099983215, -0.013821154832839966, 0.021625244989991188, 0.005326142068952322, 0.06408131867647171, -0.10963469743728638, -0.009392968378961086, -0.0047384644858539104, -0.05048869550228119, -0.0451074093580246, -0.13271091878414154, 0.04210250452160835, -0.04588210955262184, 0.08021563291549683, -0.056486885994672775, -0.02274244651198387, 0.10444089025259018, -0.057688720524311066, 0.04269228130578995, -0.04193665459752083, -0.057336919009685516, 0.08487401157617569, 0.01523473672568798, -0.028950786218047142, 0.07698622345924377, -0.12243407964706421, 0.07230740785598755, 0.09004025906324387, 0.051925186067819595, -0.03089902363717556, 0.06702306121587753, -0.008929683826863766, -0.013278830796480179, 0.11361459642648697, 0.019804595038294792, -0.010072791948914528, -0.06748292595148087, -0.06321977078914642, -0.06652367860078812, 0.00835281889885664, -0.013925344683229923, 0.03710842877626419, 0.12676745653152466, -0.06491793692111969, -0.05487765371799469, 0.04965744912624359, -0.0248312596231699, -0.07049250602722168, 0.002020860556513071, 0.11591687798500061, -0.057335492223501205, 0.0041182991117239, -2.4112425833777706e-8, -0.04931514337658882, 0.01748073846101761, -0.0004102757084183395, 0.01884125918149948, -0.04359601065516472, 0.09282992780208588, 0.01805303618311882, -0.07033078372478485, 0.010758698917925358, 0.006821927614510059, 0.0236835740506649, -0.037221509963274, 0.06542863696813583, 0.05858417972922325, 0.044175125658512115, -0.036567628383636475, 0.05874836444854736, 0.00906466692686081, -0.05055568367242813, -0.004552836529910564, 0.0039538792334496975, 0.04239577427506447, 0.04898751154541969, 0.04255414754152298, -0.077498659491539, 0.014133947901427746, -0.08152765780687332, -0.0795801505446434, -0.09003783762454987, 0.06596670299768448, -0.053078655153512955, 0.013636790215969086, 0.014903678558766842, 0.07084989547729492, 0.0252348855137825, -0.1357274055480957, -0.08357815444469452, -0.02581711672246456, -0.030791383236646652, -0.0019879164174199104, -0.038715701550245285, 0.0026644060853868723, 0.04934287816286087, 0.08175087720155716, 0.021029097959399223, 0.009779020212590694, 0.015587356872856617, -0.003515942022204399, -0.004547466523945332, 0.04316703975200653, -0.01846655085682869, -0.015791503712534904, 0.04107038676738739, -0.03848639130592346, 0.05707353353500366, 0.02006128989160061, 0.03105214051902294, 0.08804535120725632, -0.07663600146770477, 0.043396081775426865, 0.05546904355287552, -0.06257860362529755, 0.005128724966198206, 0.0426296703517437 ]
p
I really feel like with the current state of the arts we are able to do this.
[ "tags", "tags/vector-image-search" ]
10,885
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(29)
[ -0.03805844485759735, -0.0271085724234581, -0.0039199599996209145, -0.04801369830965996, -0.04941762238740921, -0.012724703177809715, -0.06140780448913574, -0.05111364275217056, -0.019104307517409325, 0.05574871599674225, -0.00012080929445801303, 0.015716345980763435, 0.0012613242724910378, 0.016456762328743935, 0.024730974808335304, -0.02183322049677372, -0.02616029977798462, -0.11571837961673737, 0.004634884186089039, 0.06354788690805435, 0.012978257611393929, 0.02688293159008026, 0.06652652472257614, -0.08034919202327728, -0.023905055597424507, -0.0077385189943015575, -0.04051041230559349, -0.08676429092884064, -0.004692798480391502, 0.06072812154889107, -0.030660632997751236, 0.03302862122654915, 0.04385949671268463, 0.034455567598342896, -0.04441124573349953, 0.006266812328249216, 0.0808277428150177, -0.015706866979599, 0.05482707917690277, -0.040317829698324203, 0.008091622963547707, -0.13743841648101807, -0.030696438625454903, 0.07014790922403336, -0.011339961551129818, 0.03404662013053894, -0.009429986588656902, -0.07027595490217209, -0.014281529933214188, -0.049087170511484146, -0.01577378623187542, -0.040671609342098236, 0.0073920185677707195, -0.05032698065042496, 0.03820686414837837, 0.01436678972095251, 0.0631742924451828, -0.059240784496068954, 0.03879937157034874, -0.015351951122283936, -0.0775081217288971, -0.04618319123983383, 0.018982794135808945, 0.019084060564637184, 0.05846746638417244, 0.00789190549403429, 0.05886346846818924, -0.013752538710832596, 0.04802018404006958, 0.05504460632801056, -0.014724335633218288, 0.0533471405506134, 0.014056451618671417, 0.02517843432724476, -0.05110336095094681, -0.007764054462313652, 0.05568718537688255, 0.008169223554432392, 0.08304567635059357, -0.03389304131269455, 0.06418764591217041, -0.033971089869737625, 0.037914346903562546, 0.007777386344969273, -0.037264060229063034, 0.08897797018289566, -0.05345535650849342, 0.07189250737428665, 0.0019035427831113338, -0.04372221976518631, -0.10136900097131729, -0.0769190713763237, -0.04600055143237114, 0.00113731122110039, -0.04272843524813652, 0.0330558679997921, 0.00441867345944047, -0.005504104774445295, -0.06622391939163208, -0.020019592717289925, -0.017436599358916283, 0.04220409318804741, -0.002937166253104806, -0.018337510526180267, -0.09003376960754395, -0.02266111597418785, 0.041018590331077576, 0.04032057896256447, -0.018160125240683556, -0.05767399072647095, 0.007525492459535599, -0.0375816635787487, -0.003504091175273061, 0.0076485914178192616, -0.059208620339632034, 0.0229991152882576, -0.006707679945975542, -0.03138505667448044, 0.09667815268039703, -0.011311872862279415, 0.03525626286864281, 0.0028582445811480284, -0.050467874854803085, 0.02660997211933136, 0.07110082358121872, -0.08930610120296478, 0.01848631724715233, -9.658077583442878e-33, 0.03291964530944824, 0.13784253597259521, 0.05259557440876961, 0.06116151437163353, -0.08380338549613953, 0.04993336275219917, -0.00011897858348675072, -0.014732365496456623, -0.012801170349121094, -0.03893366456031799, 0.029578857123851776, -0.050962477922439575, -0.07219769060611725, 0.024305393919348717, 0.06474293768405914, -0.1212124451994896, 0.044353194534778595, -0.009961379691958427, 0.0041975658386945724, -0.02745584212243557, 0.013908036053180695, -0.13979250192642212, 0.03636378049850464, 0.022854698821902275, 0.03381215035915375, 0.02949381060898304, -0.03492036089301109, 0.010598327964544296, 0.07617230713367462, 0.0035650187637656927, -0.06355993449687958, 0.0010515886824578047, -0.0679924413561821, 0.028714006766676903, 0.0009529536473564804, -0.04867864400148392, -0.03139627352356911, -0.02158757857978344, 0.033076491206884384, 0.01104329526424408, 0.04379112645983696, 0.06532404571771622, -0.08498847484588623, -0.02687305212020874, 0.07103351503610611, -0.006319320760667324, 0.08572861552238464, 0.02880392223596573, -0.051989249885082245, 0.037900179624557495, 0.0057207802310585976, 0.1095455214381218, -0.03864807263016701, -0.06247199326753616, 0.04947168380022049, 0.022886738181114197, 0.0752110406756401, -0.08725488185882568, 0.022375622764229774, -0.01596921868622303, -0.02740783803164959, -0.005160229746252298, -0.032047417014837265, 0.08312573283910751, 0.021847913041710854, 0.03733596205711365, 0.05150238052010536, 0.01648690178990364, -0.03265608102083206, -0.008532032370567322, -0.026436639949679375, -0.060710545629262924, -0.11391177773475647, -0.04107939079403877, 0.001557167968712747, 0.12444795668125153, 0.060214340686798096, -0.01950446143746376, 0.02190389111638069, 0.014587756246328354, -0.014332501217722893, -0.015517122112214565, 0.037938930094242096, 0.007792252115905285, 0.11825096607208252, -0.07475896179676056, -0.020423468202352524, 0.02019483596086502, -0.009162372909486294, 0.028408881276845932, -0.07257119566202164, 0.013739517889916897, -0.013083118014037609, 0.06980934739112854, -0.027354922145605087, 6.919396151217727e-33, 0.00244377669878304, -0.0544830821454525, -0.04258035495877266, 0.0626334697008133, 0.012054171413183212, -0.05682259798049927, 0.0577840618789196, -0.0869615375995636, -0.06313949078321457, 0.0847482681274414, -0.06274034827947617, -0.014042691327631474, -0.0004680088604800403, -0.04367793723940849, 0.009639919735491276, 0.010063313879072666, 0.035793282091617584, -0.033018242567777634, 0.0069235535338521, -0.03870029002428055, -0.00785793922841549, 0.0045956773683428764, -0.03732173517346382, 0.05569629371166229, -0.051468729972839355, 0.0599653422832489, -0.041562993079423904, -0.022204818204045296, -0.035348184406757355, 0.05176747962832451, -0.03805946186184883, -0.12105459719896317, -0.022617705166339874, 0.033774957060813904, 0.05526671186089516, -0.002316294005140662, 0.09771250933408737, 0.038046106696128845, -0.032388754189014435, 0.00019576512568164617, 0.05988253653049469, 0.006147570908069611, -0.1775403916835785, 0.024483438581228256, -0.02634005807340145, -0.01832943595945835, 0.055364400148391724, 0.05653204396367073, -0.0610312856733799, -0.010281755588948727, 0.0781613141298294, 0.029366817325353622, -0.008474655449390411, -0.16006246209144592, -0.03157509118318558, 0.001196346478536725, 0.032240621745586395, 0.03982925787568092, -0.009787425398826599, 0.020725097507238388, 0.003721180371940136, -0.02921646274626255, 0.08779861778020859, -0.04115213081240654, 0.02927117794752121, -0.03174359351396561, 0.05215946212410927, 0.11515817791223526, -0.018678296357393265, 0.02723701111972332, 0.1030714213848114, -0.048271119594573975, -0.03364073857665062, 0.052768275141716, 0.04966560751199722, -0.020612262189388275, -0.011679884977638721, 0.014499294571578503, -0.011809145100414753, -0.006746326573193073, 0.022981440648436546, 0.02145727537572384, 0.03651070222258568, -0.01417640969157219, 0.0946820080280304, 0.0024805497378110886, -0.007784326560795307, -0.037855323404073715, -0.03699323162436485, -0.010864866897463799, -0.08322499692440033, -0.0007283600280061364, 0.06431672722101212, 0.04850466921925545, -0.062012746930122375, -2.246972741204445e-8, -0.0006893029203638434, 0.02933988906443119, 0.053798858076334, -0.060553260147571564, -0.01606975868344307, 0.05179116129875183, 0.0738784596323967, 0.016464682295918465, 0.007744946051388979, -0.04581625759601593, 0.0568566657602787, 0.006180326920002699, 0.03663262724876404, 0.14415013790130615, 0.06834177672863007, 0.08368948847055435, -0.029203420504927635, -0.03482814505696297, -0.03497657552361488, 0.02180381864309311, -0.043764952570199966, 0.03560362756252289, -0.03664553537964821, 0.06330849230289459, 0.05617101117968559, -0.03734316676855087, -0.06574901193380356, 0.008649484254419804, 0.018357280641794205, 0.022441791370511055, -0.010852860286831856, -0.10302167385816574, -0.04241727665066719, 0.08824191242456436, -0.0010070400312542915, -0.05856997147202492, -0.00552112702280283, -0.0026774941943585873, 0.0467902347445488, -0.12037542462348938, -0.06681933254003525, 0.12671694159507751, -0.005940811708569527, 0.06668608635663986, -0.013919173739850521, -0.04375389963388443, -0.10801997780799866, -0.024903830140829086, -0.030304521322250366, 0.017763841897249222, 0.023496229201555252, -0.046351153403520584, 0.03546544164419174, -0.0067078531719744205, 0.08614461123943329, 0.05801497772336006, 0.0551227331161499, -0.01387492660433054, 0.04272124543786049, 0.041044097393751144, 0.06632395088672638, -0.06928038597106934, 0.10016971081495285, -0.014543326571583748 ]
p
I mean, we need to do it, but the technology is ready.
[ "tags", "tags/vector-image-search" ]
10,886
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > 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:
[ "tags", "tags/vector-image-search" ]
10,887
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(30)
[ -0.011262092739343643, -0.009731624275445938, 0.03515806794166565, -0.00039410931640304625, -0.0008518235408701003, 0.0256575308740139, 0.08368122577667236, 0.06091773882508278, -0.0401080921292305, -0.05518509820103645, 0.07661855965852737, 0.06272807717323303, 0.03168182075023651, -0.010510138235986233, 0.12050346285104752, 0.0294765904545784, 0.02171391248703003, -0.030627556145191193, -0.06401444226503372, 0.10483190417289734, 0.007022059056907892, -0.09761085361242294, -0.05729338154196739, -0.024457111954689026, -0.08030634373426437, -0.03686383739113808, 0.04792695865035057, 0.06337118148803711, 0.011970655992627144, -0.003796827048063278, -0.04712497070431709, 0.031231755390763283, -0.046688325703144073, -0.014527084305882454, 0.018413590267300606, -0.056242264807224274, 0.00593040743842721, 0.04762182757258415, 0.0021532480604946613, -0.0050430903211236, -0.08975637704133987, -0.05262458696961403, -0.014393359422683716, 0.01587129570543766, -0.012270336970686913, -0.07439935952425003, -0.014255275949835777, 0.02447745017707348, 0.02925567887723446, -0.021106969565153122, 0.0072547923773527145, -0.04555905610322952, -0.01362728513777256, 0.0406157523393631, 0.07082319259643555, 0.00519695645198226, 0.002914444077759981, 0.08700180798768997, -0.006277052685618401, 0.029018625617027283, -0.07958927750587463, -0.03741336613893509, -0.018620839342474937, 0.11361891031265259, 0.08027713745832443, 0.04717747122049332, -0.028009619563817978, -0.09719253331422806, -0.009049219079315662, 0.06325707584619522, -0.0931611880660057, -0.003866860643029213, -0.021299801766872406, 0.012625182047486305, -0.05050503462553024, -0.024490583688020706, -0.023010045289993286, -0.007265901193022728, -0.007934950292110443, -0.004853987600654364, 0.0743282288312912, 0.03327178955078125, -0.07379463315010071, 0.0026365858502686024, -0.10434336960315704, 0.055289898067712784, 0.011776153929531574, 0.07446857541799545, -0.02745736576616764, -0.07643959671258926, 0.12031971663236618, -0.006630679126828909, 0.03841749206185341, -0.00566206406801939, 0.03546027094125748, -0.02010704204440117, -0.03424439951777458, 0.036527298390865326, -0.05844181403517723, 0.017480086535215378, 0.07742292433977127, -0.020901650190353394, 0.05656228959560394, -0.022932782769203186, -0.0026854421012103558, -0.01580055244266987, -0.02591988444328308, -0.0038406786043196917, 0.006521016359329224, -0.00042413020855747163, -0.01378804724663496, 0.04064445197582245, 0.04631008952856064, -0.04818122461438179, -0.01785164512693882, -0.024802831932902336, 0.04091040417551994, 0.07945399731397629, 0.026964707300066948, 0.013359231874346733, 0.024425558745861053, 0.05258531495928764, 0.04568808153271675, -0.05299635976552963, -0.03235198184847832, -0.1176760271191597, -0.03353866562247276, -4.1434757926424955e-33, 0.01821764186024666, -0.08473346382379532, -0.015119777992367744, 0.08279293775558472, -0.04476407170295715, -0.02174457535147667, -0.009146413765847683, 0.06545602530241013, -0.011314763687551022, -0.05192124843597412, 0.10456576943397522, 0.023317968472838402, 0.0213242769241333, -0.07108806818723679, 0.04602358117699623, 0.053754400461912155, -0.002351045608520508, -0.008779682219028473, 0.05854879319667816, 0.017869940027594566, 0.0713505893945694, -0.14594314992427826, -0.001692509395070374, 0.091340571641922, 0.05502599850296974, 0.032901134341955185, 0.033958349376916885, -0.03979809582233429, 0.13661041855812073, 0.008180314674973488, -0.06439200788736343, -0.04560031741857529, -0.18991369009017944, -0.007605969440191984, 0.04184726998209953, 0.10227592289447784, 0.08221139758825302, 0.041003502905368805, 0.015013067983090878, -0.06042974069714546, -0.06939299404621124, 0.03421875834465027, 0.0448569729924202, 0.0275887381285429, -0.05953805893659592, -0.09319677203893661, 0.006431585177779198, -0.04015076160430908, -0.036456961184740067, -0.012880569323897362, -0.03629223629832268, 0.024461401626467705, -0.050810620188713074, 0.009048824198544025, 0.03933684900403023, -0.0011682782787829638, -0.051469072699546814, -0.05393669381737709, 0.05232083797454834, 0.08845030516386032, -0.055898331105709076, 0.016305286437273026, -0.025007052347064018, 0.018609778955578804, -0.08404470235109329, 0.01839272677898407, -0.06898022443056107, -0.02725828066468239, 0.0775703489780426, -0.06144721060991287, -0.060418762266635895, -0.08192233741283417, -0.015079609118402004, -0.021151520311832428, 0.04046810790896416, 0.05294469743967056, 0.0021162391640245914, 0.010281491093337536, 0.001862855046056211, -0.044246722012758255, 0.009073135443031788, -0.03451045975089073, 0.002008456736803055, 0.07381816953420639, -0.01089286059141159, -0.006212312262505293, 0.06501059979200363, -0.0860043615102768, -0.050447020679712296, -0.010797891765832901, -0.057064540684223175, 0.05634025111794472, 0.032305631786584854, 0.015508560463786125, 0.010560292750597, 2.2965036201290004e-33, -0.01572890765964985, -0.10463336110115051, 0.013289911672472954, -0.00043989912956021726, 0.0014404298271983862, -0.014463704079389572, 0.01026942115277052, -0.03290204331278801, -0.06260602921247482, 0.0030625220388174057, -0.032868705689907074, 0.0570216104388237, 0.03227616474032402, -0.03965472802519798, 0.013475499115884304, 0.018545188009738922, -0.03685873746871948, -0.051141273230314255, -0.01505320891737938, -0.028707759454846382, -0.06041057035326958, 0.000751171144656837, -0.04049129784107208, -0.059435632079839706, -0.03339385613799095, 0.09670889377593994, -0.02734207548201084, -0.05122791603207588, 0.008809932507574558, 0.007909093983471394, -0.007313254289329052, -0.04315607622265816, 0.029633376747369766, 0.06313152611255646, -0.0070271543227136135, 0.008184295147657394, 0.0655054897069931, -0.05035576596856117, 0.007085990626364946, 0.04409490153193474, 0.03564970940351486, -0.005059573799371719, 0.020713798701763153, 0.03370898962020874, -0.022652385756373405, -0.03999079018831253, 0.046739719808101654, -0.039924852550029755, 0.04018065705895424, 0.023547189310193062, -0.030521884560585022, -0.0108872652053833, 0.03965742886066437, -0.07195742428302765, -0.04786123335361481, -0.008896042592823505, 0.06173679232597351, -0.007352282293140888, 0.04185886308550835, -0.021905075758695602, 0.07913334667682648, 0.02276604250073433, -0.015781855210661888, -0.056719858199357986, 0.02897261083126068, -0.10640831291675568, -0.025915591046214104, 0.009051586501300335, -0.022151213139295578, 0.01907515712082386, -0.147171750664711, -0.00436438387259841, 0.0047679138369858265, -0.05751532316207886, 0.09601856023073196, -0.005152625497430563, 0.08334782719612122, -0.0706365630030632, -0.08169808238744736, -0.019102007150650024, 0.015595903620123863, -0.011274800635874271, -0.02105540968477726, 0.05826210603117943, -0.05996347963809967, 0.07944624871015549, 0.045291345566511154, -0.014390852302312851, -0.007811285089701414, -0.07658237963914871, -0.05938444659113884, 0.03712493181228638, 0.029166050255298615, 0.03936212137341499, -0.010180427692830563, -2.2482099737430872e-8, -0.027671227231621742, 0.0020022427197545767, 0.16307643055915833, 0.0846669003367424, -0.02420640178024769, 0.014708898961544037, -0.13220641016960144, 0.056607283651828766, -0.0017326829256489873, -0.053101442754268646, -0.043718576431274414, 0.04619964212179184, -0.007075753528624773, 0.03760677948594093, -0.010583197697997093, 0.03484064340591431, 0.07081303745508194, -0.10800983011722565, -0.016179662197828293, -0.014400872401893139, -0.004188498016446829, 0.08758916705846786, -0.02638161927461624, 0.07031138241291046, -0.027734309434890747, 0.10895219445228577, 0.09492551535367966, 0.03068000264465809, -0.10012167692184448, 0.008779460564255714, -0.053226593881845474, 0.053952720016241074, 0.004442449193447828, 0.023590300232172012, -0.027156298980116844, -0.08003229647874832, -0.021638691425323486, 0.03746061399579048, -0.03345575928688049, -0.06939981132745743, -0.0035834647715091705, -0.03624020144343376, 0.049225788563489914, 0.075661301612854, -0.017062492668628693, -0.02266312949359417, 0.03629828616976738, -0.03079664520919323, 0.023335853591561317, -0.004834730178117752, -0.06607155501842499, -0.023940427228808403, 0.04856979474425316, 0.050641339272260666, 0.036114662885665894, 0.07928775995969772, 0.05961732193827629, 0.047153547406196594, -0.05969865620136261, 0.009736612439155579, 0.02588162012398243, 0.03441380709409714, 0.02195734530687332, 0.03926563635468483 ]
p
Can I ask a few questions before you jump into the second use case?
[ "tags", "tags/vector-image-search" ]
10,888
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(31)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,889
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(31)
[ -0.12919768691062927, 0.035191357135772705, 0.014235814101994038, 0.03364800289273262, 0.035817619413137436, 0.028737222775816917, 0.11645695567131042, -0.021012969315052032, -0.09036053717136383, -0.10622143745422363, 0.037583280354738235, 0.09052388370037079, -0.025749970227479935, 0.07018251717090607, 0.07733452320098877, 0.05392229184508324, -0.0570308119058609, -0.08954350650310516, -0.045250304043293, -0.004972037393599749, -0.05861303210258484, -0.007364099845290184, -0.05583599954843521, 0.03223200887441635, 0.02864615060389042, -0.007110171485692263, -0.04212217032909393, 0.027520140632987022, -0.03100297413766384, -0.03239447623491287, -0.005393424071371555, -0.0016241156263276935, 0.021045558154582977, 0.015999261289834976, -0.01402993593364954, 0.0366799496114254, -0.0402335487306118, -0.03100050799548626, 0.05157338082790375, -0.0037844288162887096, -0.0031078446190804243, -0.058879952877759933, -0.039139483124017715, 0.06528810411691666, 0.009012308903038502, 0.013795435428619385, -0.05492132902145386, 0.044961437582969666, 0.05978989973664284, -0.07430417835712433, -0.01942387782037258, 0.01144625898450613, -0.0022981297224760056, 0.020413050428032875, 0.1450735628604889, -0.06026959791779518, 0.05519683286547661, 0.011534103192389011, 0.002813342958688736, 0.04842936992645264, 0.019920777529478073, -0.025219416245818138, -0.13547810912132263, 0.14601284265518188, 0.011988925747573376, 0.0044086650013923645, -0.07971590757369995, -0.14314492046833038, -0.023306967690587044, 0.00451843673363328, -0.011277938261628151, 0.020298762246966362, 0.1117815226316452, -0.08723846077919006, 0.03154420852661133, 0.036714013665914536, 0.013742872513830662, 0.031676117330789566, 0.0649285838007927, 0.034032177180051804, -0.009172357618808746, -0.008974834345281124, -0.048108357936143875, 0.0018391283228993416, 0.006503694225102663, -0.041870467364788055, 0.10028847306966782, 0.05635970085859299, 0.057069506496191025, 0.054436489939689636, -0.00331905297935009, -0.03532234951853752, 0.06632744520902634, -0.016536198556423187, -0.07416893541812897, -0.0695405900478363, 0.012127311900258064, -0.06613773107528687, -0.020414819940924644, 0.07179732620716095, 0.019005997106432915, 0.017299823462963104, 0.00516692316159606, -0.02679380774497986, -0.010120493359863758, -0.03564709052443504, 0.01790693774819374, 0.024205109104514122, 0.0602615587413311, -0.07307413965463638, -0.02219540625810623, -0.04472024738788605, -0.02895672619342804, -0.0028777322731912136, 0.02224123291671276, 0.028897199779748917, -0.014725078828632832, -0.026510126888751984, 0.013114545494318008, -0.0070862723514437675, 0.02704382687807083, 0.02269473299384117, -0.010576585307717323, 0.08664180338382721, 0.07168921828269958, -0.08731933683156967, -0.02020636945962906, -3.2188506707269004e-33, 0.021859215572476387, -0.03376051411032677, 0.08042986690998077, 0.006448280997574329, 0.0037881205789744854, -0.03858577460050583, -0.11451487988233566, -0.015281868167221546, -0.02369091473519802, -0.035174980759620667, -0.010354885831475258, -0.03310747444629669, -0.03824232891201973, 0.04303359240293503, 0.03287755697965622, -0.008033277466893196, -0.03310073912143707, 0.06573937088251114, -0.03537043556571007, -0.03546137362718582, 0.044071465730667114, 0.08967515826225281, -0.0013877556193619967, -0.042999573051929474, -0.029618974775075912, -0.08192581683397293, 0.06261444836854935, 0.0057835765182971954, 0.0866522490978241, 0.06115458905696869, -0.036034923046827316, -0.0027708306442946196, -0.013548769988119602, -0.016500579193234444, -0.0021017694380134344, 0.025016654282808304, -0.0026247238274663687, -0.06033601984381676, -0.006845348514616489, 0.004867212381213903, -0.10524357855319977, -0.023217350244522095, -0.0325591079890728, -0.005350667517632246, -0.03558375686407089, 0.011082048527896404, 0.02148078754544258, -0.018668750301003456, -0.10188230872154236, 0.04466589167714119, 0.007501326967030764, 0.003787153633311391, -0.08001576364040375, -0.017738576978445053, -0.02727462351322174, 0.006852257065474987, -0.03123066946864128, -0.024101287126541138, 0.03838373348116875, 0.045836880803108215, -0.009355923160910606, 0.03412088379263878, 0.06491263955831528, -0.032459747046232224, -0.03508555516600609, 0.029798129573464394, -0.017553752288222313, 0.07316276431083679, -0.004652353003621101, -0.0011443033581599593, -0.06321272999048233, 0.06225447729229927, -0.04553142935037613, 0.05938061699271202, 0.021381665021181107, 0.03656505420804024, -0.0033057720866054296, 0.02012140490114689, 0.015696097165346146, -0.04553685337305069, 0.10822531580924988, -0.0011854496551677585, -0.03926420956850052, 0.07476594299077988, 0.07545322179794312, 0.0445147342979908, 0.02649809792637825, 0.009588727727532387, 0.021760376170277596, -0.01945594884455204, -0.05698830261826515, -0.0061678229831159115, -0.0057794456370174885, 0.029658690094947815, -0.057379063218832016, 1.3250432216922952e-33, -0.1157606914639473, -0.05598480999469757, -0.021226773038506508, 0.0764290913939476, -0.0022297161631286144, 0.018810542300343513, -0.0023248493671417236, 0.05363183841109276, -0.15582212805747986, 0.07340768724679947, 0.06797943264245987, -0.08861001580953598, 0.012836094945669174, 0.004118994809687138, 0.05083657056093216, 0.013889981433749199, 0.02819504402577877, 0.012341701425611973, 0.046709202229976654, -0.055310457944869995, -0.03190000727772713, -0.012121099047362804, -0.007484625093638897, -0.0532572902739048, -0.05101872235536575, 0.10213121771812439, 0.02476463094353676, -0.015619360841810703, -0.06997424364089966, 0.01639682799577713, 0.04485822096467018, -0.033038437366485596, -0.012022746726870537, 0.008137939497828484, -0.006805846933275461, 0.06944791972637177, 0.037084564566612244, 0.02669038251042366, 0.0816129744052887, -0.031418461352586746, -0.030198784545063972, -0.0816853865981102, -0.07243645191192627, 0.25542762875556946, -0.008398656733334064, 0.000511164020281285, -0.007274558302015066, -0.015664177015423775, 0.009517228230834007, 0.03267044201493263, -0.09068027138710022, 0.060402173548936844, 0.031358834356069565, 0.0241723470389843, 0.0020715277642011642, 0.04697980731725693, 0.01448795571923256, 0.006038847845047712, 0.03632456809282303, 0.03224186599254608, 0.04538995027542114, 0.003913382533937693, -0.0274560134857893, -0.029919585213065147, 0.03983480855822563, -0.003714689752086997, -0.01555697899311781, -0.10257814079523087, 0.02998010814189911, -0.005136494059115648, 0.04439865052700043, -0.05577518045902252, -0.0620989091694355, -0.0031334622763097286, 0.031992655247449875, -0.0288043562322855, 0.031849272549152374, -0.07416139543056488, 0.03537643328309059, -0.12698563933372498, -0.07143735885620117, -0.023926010355353355, -0.040261898189783096, -0.011630794033408165, 0.10054817795753479, -0.02039661817252636, -0.010772159323096275, -0.03371742367744446, 0.01515608374029398, 0.03225431591272354, 0.02491881512105465, 0.03157728165388107, 0.03147679194808006, -0.02650974690914154, 0.0005654115811921656, -1.748069955453957e-8, -0.035963255912065506, 0.06336439400911331, -0.02680564671754837, -0.02133573591709137, -0.054710593074560165, -0.011556561104953289, -0.07436759769916534, 0.005695338360965252, -0.017000798135995865, -0.011389419436454773, 0.08655138313770294, -0.049701761454343796, 0.0658935159444809, -0.015805760398507118, 0.02037793956696987, 0.039027757942676544, -0.00854429416358471, -0.014054667204618454, -0.05835948884487152, -0.036247026175260544, 0.10432497411966324, 0.11588982492685318, -0.014023774303495884, -0.018326763063669205, -0.0069336602464318275, 0.0011359632480889559, -0.013851672410964966, -0.013880502432584763, 0.0011748654069378972, -0.017517894506454468, 0.06391031295061111, 0.038285139948129654, -0.04873943328857422, 0.03352610766887665, 0.11971395462751389, -0.09598501771688461, -0.06190717592835426, -0.02972232922911644, 0.006485655903816223, -0.011117074638605118, 0.019049210473895073, -0.02433302067220211, -0.005631302483379841, 0.07985517382621765, -0.049538832157850266, 0.01048416830599308, -0.01492423377931118, -0.10176289081573486, -0.0002278577594552189, -0.07956603169441223, -0.10513926297426224, 0.022102009505033493, -0.02378922514617443, 0.008754191920161247, 0.0620538555085659, -0.00035186720197089016, 0.019949542358517647, -0.01444953866302967, 0.02723422832787037, 0.024741077795624733, 0.11693950742483139, -0.03317210078239441, 0.07071073353290558, -0.0186688844114542 ]
p
Yes.
[ "tags", "tags/vector-image-search" ]
10,890
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(32)
[ -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:
[ "tags", "tags/vector-image-search" ]
10,891
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(32)
[ -0.1343233436346054, 0.0008337395847775042, -0.06249178946018219, 0.018932517617940903, 0.008463445119559765, -0.06197209656238556, -0.11480330675840378, 0.08156443387269974, -0.021275190636515617, 0.021871641278266907, 0.026426315307617188, 0.006125201936811209, -0.03117046318948269, 0.010764047503471375, 0.01306484267115593, 0.002143804682418704, 0.038585368543863297, 0.011976489797234535, 0.04208764061331749, -0.02547088824212551, -0.03257513791322708, 0.0015394999645650387, 0.004312560893595219, 0.05617646127939224, -0.017398307099938393, -0.047338102012872696, -0.004675143864005804, 0.10858393460512161, -0.026445940136909485, -0.11525675654411316, -0.04710337892174721, 0.04290853813290596, -0.038309235125780106, -0.00291235838085413, -0.00915154255926609, -0.03743290156126022, 0.07472018152475357, 0.02435234934091568, -0.06104164943099022, -0.0349716991186142, 0.028383683413267136, 0.019399026408791542, 0.07603190839290619, 0.019924955442547798, 0.06859680265188217, -0.09185343235731125, -0.05301758646965027, 0.03833276405930519, 0.011275121010839939, -0.05504240468144417, -0.0003032947424799204, -0.0701415166258812, -0.008576732128858566, 0.024791516363620758, -0.012299051508307457, -0.009358159266412258, -0.05098826810717583, 0.04465188831090927, 0.037531446665525436, -0.10682959109544754, 0.08888944983482361, -0.0018847283208742738, -0.05324248969554901, 0.03645078092813492, 0.011812623590230942, 0.009349249303340912, -0.05690999701619148, -0.046578843146562576, 0.034368257969617844, -0.003509767586365342, -0.03675602376461029, -0.05191730335354805, -0.023582836613059044, -0.03744756057858467, -0.03140312060713768, -0.02297789976000786, 0.08579955250024796, -0.015947483479976654, 0.010089805349707603, -0.05024535208940506, 0.004367274697870016, -0.01926979422569275, -0.07182573527097702, -0.0055067469365894794, -0.003699180204421282, 0.08718615025281906, -0.02496838942170143, -0.027736885473132133, 0.027075519785284996, -0.08665937930345535, 0.01158890314400196, 0.02125885710120201, -0.10012821853160858, -0.03527887165546417, -0.07671234011650085, 0.021819395944476128, 0.053798966109752655, 0.043847955763339996, 0.010611895471811295, 0.050294287502765656, 0.044192999601364136, -0.0013762970920652151, 0.02517550066113472, -0.022239455953240395, 0.031112294644117355, -0.042272455990314484, 0.06420242041349411, -0.03601396083831787, -0.01364567968994379, -0.015902705490589142, -0.05567809194326401, 0.03540808707475662, -0.05120762810111046, 0.03152232617139816, -0.0027376674115657806, -0.12002719938755035, 0.0006580823683179915, 0.03559344261884689, 0.08658690750598907, 0.038649290800094604, 0.003685725387185812, -0.07675927877426147, 0.019247449934482574, -0.005063140764832497, -0.021318107843399048, 0.012365251779556274, -0.04297325760126114, -4.281912201135402e-34, 0.06030763313174248, 0.05468052998185158, -0.015681637451052666, -0.03494992479681969, 0.08021344989538193, 0.016767170280218124, -0.02942555397748947, 0.019694656133651733, -0.062067870050668716, 0.03572065755724907, -0.12018170952796936, 0.03054804727435112, -0.09416420012712479, 0.026969678699970245, 0.023612985387444496, -0.08777527511119843, -0.048338383436203, 0.038648154586553574, -0.04597752168774605, 0.03806054964661598, 0.06771662831306458, 0.09290002286434174, -0.005291680805385113, 0.008364629000425339, 0.10105926543474197, 0.12103818356990814, 0.054925452917814255, 0.04270213469862938, -0.04756185784935951, 0.046096302568912506, -0.019691111519932747, -0.006568133365362883, -0.012100392952561378, 0.028532709926366806, -0.05022896081209183, -0.05796951428055763, -0.15372318029403687, -0.11926072835922241, -0.0156826451420784, -0.04451403021812439, 0.01382663194090128, 0.02137676812708378, -0.07185715436935425, -0.0014996068784967065, -0.06517219543457031, 0.050147805362939835, 0.018727131187915802, 0.030425140634179115, -0.0036467439495027065, 0.009328310377895832, -0.02345057763159275, 0.042839519679546356, -0.060359664261341095, -0.07694406062364578, -0.02135554701089859, -0.036305882036685944, 0.035078421235084534, -0.025672966614365578, 0.08259514719247818, 0.07279359549283981, -0.02067270688712597, 0.04890291392803192, -0.00752171641215682, -0.08630148321390152, 0.05801989510655403, 0.047906987369060516, -0.033195432275533676, -0.03169528394937515, 0.012423219159245491, 0.013566362671554089, -0.033445555716753006, -0.0367266871035099, 0.013566284440457821, -0.01776466891169548, 0.06536007672548294, -0.04269581288099289, -0.007491651922464371, -0.019183184951543808, -0.021036453545093536, -0.04600924625992775, -0.04226047545671463, 0.015903664752840996, -0.021758941933512688, 0.08578252792358398, -0.043408915400505066, 0.051816344261169434, 0.015152420848608017, 0.025202319025993347, 0.002147272927686572, 0.012461955659091473, -0.02163439616560936, 0.027750151231884956, 0.04936381056904793, -0.04731277376413345, 0.0450875498354435, -3.4762352607440176e-34, -0.017763588577508926, -0.014072789810597897, 0.011650404892861843, 0.022753294557332993, 0.13960254192352295, 0.041105881333351135, -0.0014747761888429523, -0.008039174601435661, 0.03721785917878151, -0.02220422774553299, 0.11702127009630203, -0.009058155119419098, -0.0059652263298630714, 0.056406375020742416, 0.018537649884819984, 0.08419564366340637, 0.024385573342442513, -0.1451960802078247, 0.06566230952739716, -0.0734393447637558, 0.07746043801307678, 0.07173428684473038, -0.0622992143034935, -0.03490179032087326, -0.0453048050403595, -0.030958807095885277, -0.05263400822877884, 0.021016264334321022, -0.024879813194274902, -0.02737080678343773, -0.02247144654393196, 0.000503259536344558, 0.06372980028390884, 0.10468802601099014, -0.01178316306322813, 0.056046921759843826, -0.004049540497362614, 0.05071895197033882, -0.03373338282108307, 0.0031828901264816523, 0.01909591257572174, -0.026351019740104675, 0.07128585875034332, 0.08480291813611984, -0.013418248854577541, -0.008394400589168072, -0.05352889373898506, 0.03205013647675514, 0.011773255653679371, 0.05422152206301689, -0.021597232669591904, -0.061360690742731094, -0.004194863140583038, 0.043713584542274475, -0.0266423262655735, -0.007615671493113041, 0.06586828827857971, 0.049754250794649124, 0.012016559951007366, 0.07590216398239136, -0.004182147327810526, -0.06280390173196793, -0.10164789855480194, 0.008964464999735355, -0.04270346462726593, -0.030341608449816704, -0.009202772751450539, 0.036201443523168564, -0.07004030048847198, 0.015549629926681519, 0.04334123805165291, -0.04618849977850914, 0.010933175683021545, -0.017305197194218636, -0.04111022129654884, -0.047066863626241684, 0.0013960273936390877, 0.022376876324415207, 0.06955897808074951, 0.0017257863655686378, -0.05012083798646927, 0.014686508104205132, 0.012982362881302834, 0.12710413336753845, 0.04746025800704956, 0.00874194223433733, -0.014075948856770992, 0.0032884948886930943, -0.020282896235585213, 0.052897267043590546, 0.05134296044707298, 0.05403173342347145, -0.016425734385848045, 0.04864712432026863, 0.0037142334040254354, -1.878168554014792e-8, 0.027622679248452187, 0.04370526596903801, 0.047179121524095535, -0.004439265467226505, 0.016606809571385384, -0.14353686571121216, 0.028646912425756454, 0.05736077204346657, 0.03825325518846512, 0.04903310164809227, 0.08533953875303268, -0.0229840986430645, 0.028765538707375526, -0.00802509393543005, 0.011515473015606403, 0.043758269399404526, 0.0024508899077773094, 0.0864657312631607, 0.005489874631166458, 0.036491066217422485, 0.050338611006736755, 0.015118536539375782, 0.0013508389238268137, -0.10958158224821091, 0.0017022914253175259, -0.01530393399298191, -0.089517742395401, -0.004047573544085026, 0.08441206067800522, -0.018720149993896484, 0.011117684654891491, 0.011541635729372501, -0.005089620128273964, -0.11199648678302765, -0.019788281992077827, 0.029767677187919617, -0.08806983381509781, -0.011026018299162388, 0.023334456607699394, 0.00687115965411067, 0.1394565850496292, -0.07431244850158691, -0.028947271406650543, 0.08017446845769882, 0.06564711034297943, 0.04086535796523094, 0.007500207517296076, -0.18368521332740784, 0.017543576657772064, 0.06857634335756302, -0.028592301532626152, -0.025546081364154816, 0.0223190076649189, -0.043129775673151016, -0.026884524151682854, 0.0009831078350543976, 0.014691147953271866, -0.008235868997871876, -0.026233654469251633, 0.04475046321749687, 0.10271644592285156, -0.04782456159591675, -0.012675188481807709, 0.11661458015441895 ]
p
What other models were you looking at besides the dyno one?
[ "tags", "tags/vector-image-search" ]
10,892
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(33)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,893
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(33)
[ 0.0035724185872823, -0.05658482760190964, -0.025096146389842033, -0.05285021290183067, 0.01795196160674095, -0.01970457285642624, -0.009757482446730137, 0.03260430321097374, 0.03904307633638382, -0.030317513272166252, -0.042310141026973724, 0.08864849805831909, -0.013387134298682213, -0.0027055086102336645, 0.022456837818026543, -0.02161952666938305, 0.10886916518211365, -0.05711353197693825, -0.030607691034674644, -0.06596088409423828, 0.033300068229436874, 0.010158384218811989, -0.05974928289651871, -0.05851968005299568, 0.010028793476521969, 0.0217495858669281, -0.0507243275642395, -0.007820973172783852, 0.030414855107665062, -0.0014389867428690195, -0.0015884002204984426, 0.03696679696440697, -0.04173263907432556, 0.07626675814390182, -0.07434569299221039, 0.012318938039243221, 0.010042612440884113, -0.018425755202770233, -0.04807921126484871, -0.03869404271245003, 0.01091253012418747, 0.015903834253549576, -0.018256137147545815, 0.022417251020669937, 0.0030203612986952066, -0.014592668041586876, -0.06820312142372131, -0.002685920335352421, -0.01926981285214424, -0.08836707472801208, -0.07026626169681549, -0.035777755081653595, -0.019318632781505585, 0.04812436178326607, 0.029345812276005745, 0.05801254138350487, -0.11058089882135391, 0.002343140309676528, -0.07193012535572052, -0.008257333189249039, 0.03661642596125603, -0.024104895070195198, -0.02078707329928875, 0.05949433892965317, 0.02462431974709034, 0.046965181827545166, 0.04116714745759964, -0.006808815989643335, 0.06151038035750389, -0.07937335968017578, 0.0020823832601308823, 0.003777966368943453, -0.028722267597913742, 0.06899920105934143, -0.0038329700473695993, -0.033941056579351425, 0.06323670595884323, 0.05097287520766258, 0.011915193870663643, -0.03258945047855377, 0.026985855773091316, 0.06366361677646637, 0.010465079918503761, -0.02118021808564663, 0.046478644013404846, -0.05055258423089981, -0.08087269216775894, -0.05730189383029938, 0.00011109512706752867, -0.05704544857144356, -0.04051830247044563, 0.0447259284555912, 0.08379765599966049, -0.004499639850109816, 0.06346800178289413, 0.03215804696083069, -0.013942195102572441, -0.021648384630680084, -0.06078796088695526, 0.04286067560315132, -0.0058546485379338264, 0.00132582092192024, -0.020527992397546768, -0.05719694122672081, -0.02838423289358616, 0.05183512344956398, 0.01638416200876236, 0.01322123222053051, -0.03314608335494995, -0.05461757630109787, -0.1327279508113861, -0.006750339176505804, 0.022930942475795746, -0.03130492940545082, -0.010030573233962059, -0.05098589137196541, -0.011231846176087856, 0.06307227164506912, 0.11312972009181976, 0.06062325835227966, -0.0869741141796112, -0.029311522841453552, -0.018680673092603683, 0.02833734266459942, 0.0006413703667931259, -0.046082496643066406, -0.08688664436340332, -2.5398836643240086e-33, -0.07216327637434006, 0.03661219775676727, -0.04347428306937218, -0.04963010549545288, 0.07856104522943497, -0.0431855246424675, 0.043399956077337265, 0.011814584024250507, -0.0025749264750629663, -0.056089915335178375, -0.06754808127880096, 0.006329654715955257, 0.04134795069694519, 0.03413357958197594, 0.1593024879693985, -0.04554537311196327, -0.002614643657580018, 0.12367719411849976, 0.08588942140340805, -0.0335790291428566, -0.030823495239019394, -0.04992479830980301, 0.06885544955730438, -0.030467772856354713, 0.139031320810318, -0.11647506803274155, 0.03267468884587288, 0.005074006505310535, 0.03819575533270836, 0.0015504038892686367, 0.03312482684850693, 0.02375805377960205, 0.02125774510204792, 0.019202617928385735, -0.021955251693725586, 0.04484051093459129, -0.03840987756848335, -0.055033374577760696, 0.016306275501847267, -0.022906312718987465, -0.06063725799322128, 0.05163092538714409, -0.05702728033065796, -0.030089324340224266, -0.005205591209232807, -0.039764534682035446, -0.08247546851634979, 0.03229237720370293, -0.03771547973155975, -0.02558661438524723, 0.08085287362337112, 0.060004714876413345, -0.005377199035137892, 0.016384361311793327, 0.04866567626595497, -0.023099571466445923, 0.017437482252717018, 0.15154506266117096, 0.004561529029160738, 0.1789737194776535, -0.07378346472978592, -0.045842673629522324, -0.0907498449087143, 0.016669709235429764, 0.088985376060009, 0.0030447363387793303, -0.00042458626558072865, 0.06489351391792297, 0.05271611735224724, 0.038891926407814026, -0.0034870810341089964, 0.0267720315605402, 0.05464901402592659, 0.01542674284428358, -0.03777560591697693, 0.015119971707463264, -0.08748690783977509, -0.05533131957054138, -0.04436344653367996, 0.09353268891572952, -0.03900165855884552, 0.09847309440374374, -0.06292160600423813, 0.028562605381011963, -0.004946882836520672, -0.03803476318717003, 0.07957939058542252, -0.028652053326368332, 0.047152940183877945, 0.029261471703648567, 0.0016770248766988516, 0.029823653399944305, 0.04903734102845192, 0.023731650784611702, 0.0003690934681799263, 1.0918224792597648e-33, -0.06548137962818146, 0.0018761453684419394, -0.1119622141122818, 0.0712645947933197, -0.05635852366685867, -0.020113151520490646, -0.007742598652839661, -0.05017818138003349, -0.05975394695997238, -0.009430424310266972, -0.00028088956605643034, -0.03265252709388733, 0.008729531429708004, -0.026313597336411476, 0.026980526745319366, -0.034386035054922104, -0.04050740972161293, -0.16537731885910034, 0.018519505858421326, -0.025869810953736305, 0.017862534150481224, 0.10622142255306244, -0.03174358978867531, -0.033756256103515625, -0.03523295745253563, 0.0028580615762621164, -0.11177495121955872, 0.047496113926172256, -0.03071136772632599, 0.00020362900977488607, -0.03327537328004837, -0.08152138441801071, -0.036763373762369156, -0.04798273369669914, 0.03330578655004501, 0.07385136932134628, 0.06632441282272339, -0.0005098229157738388, 0.026806354522705078, -0.00033317849738523364, 0.03250345215201378, -0.03990567475557327, -0.04024438187479973, -0.024202467873692513, 0.01753634586930275, -0.005033988505601883, -0.04527933523058891, -0.006758714560419321, -0.06291399896144867, -0.015801968052983284, 0.007137911394238472, -0.03482619673013687, -0.061759550124406815, -0.03960698843002319, 0.009071925655007362, 0.036376845091581345, 0.006595628336071968, 0.03372805565595627, 0.06855946779251099, 0.029893461614847183, 0.02208327129483223, -0.12544333934783936, -0.04556000977754593, 0.12267732620239258, 0.056562069803476334, 0.031947456300258636, -0.0003142356581520289, -0.014586308039724827, -0.024634327739477158, -0.025746669620275497, 0.06956768035888672, 0.003373062703758478, -0.02861182577908039, 0.04572981968522072, -0.0865621566772461, -0.04603710025548935, 0.09510456025600433, 0.006539841182529926, -0.09975166618824005, 0.03368383273482323, -0.08769268542528152, 0.08155206590890884, -0.03127562254667282, -0.023070992901921272, 0.03424684330821037, 0.03900152072310448, 0.03368213772773743, -0.0843510553240776, 0.00689883716404438, 0.009990104474127293, -0.023944517597556114, 0.001963470596820116, 0.019487695768475533, 0.057465195655822754, 0.005917727015912533, -2.204654236948045e-8, 0.031006285920739174, 0.015269617550075054, 0.020380929112434387, 0.013373516499996185, 0.00827858503907919, 0.009659115225076675, 0.012868214398622513, 0.06469928473234177, 0.00413978286087513, 0.00874511431902647, -0.04315585643053055, -0.04290036857128143, -0.04626088961958885, 0.014249637722969055, 0.07533513009548187, 0.0995916798710823, 0.036500584334135056, -0.08920673280954361, 0.004403163678944111, -0.03263944759964943, 0.07346043735742569, 0.04925328865647316, -0.03906112164258957, 0.07232745736837387, -0.05228046700358391, -0.005447791889309883, 0.01203898899257183, 0.014094834215939045, -0.05116559565067291, 0.07271476835012436, -0.04675343260169029, 0.04393265023827553, 0.07922819256782532, 0.02919320948421955, 0.03611345961689949, 0.05229656770825386, -0.007435694802552462, -0.008433099836111069, -0.04797403886914253, -0.05342867597937584, -0.013348978012800217, -0.039267685264348984, -0.012272990308701992, 0.03312716260552406, 0.13854610919952393, -0.07434435188770294, -0.01702255941927433, 0.04386243224143982, 0.01810363307595253, -0.04186772182583809, 0.0028492698911577463, 0.03530503064393997, 0.02772698365151882, -0.010583596304059029, 0.07774844020605087, -0.028024500235915184, 0.014981226995587349, -0.09628378599882126, 0.033812228590250015, 0.12312553077936172, 0.0246114544570446, 0.02057540789246559, 0.04989831522107124, -0.021123984828591347 ]
p
I said here, compared to Resnet, efficient nets and these kind of architectures.
[ "tags", "tags/vector-image-search" ]
10,894
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(34)
[ -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:
[ "tags", "tags/vector-image-search" ]
10,895
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(34)
[ -0.06622454524040222, 0.09115342795848846, 0.017752643674612045, -0.028701646253466606, 0.07605526596307755, 0.015139693394303322, 0.010389488190412521, 0.10383797436952591, 0.0983862653374672, -0.007026623468846083, -0.06392364203929901, 0.0691700279712677, -0.07936761528253555, 0.007599773816764355, 0.010319309309124947, -0.026889484375715256, 0.09775324165821075, -0.08975675702095032, -0.06805754452943802, 0.013297825120389462, 0.0005630707019008696, 0.07937956601381302, 0.003986464813351631, 0.002870406024158001, 0.055367615073919296, 0.043085258454084396, -0.04227836802601814, -0.03503389656543732, -0.00903900433331728, -0.010735124349594116, 0.01437655184417963, 0.036821771413087845, -0.015667758882045746, -0.022130390629172325, 0.014745274558663368, 0.03837914392352104, 0.05389527603983879, -0.007157788146287203, 0.024874133989214897, 0.05417311564087868, 0.01963595673441887, -0.042763687670230865, -0.004653763025999069, 0.05344291776418686, -0.0472416989505291, 0.009771724231541157, 0.051713649183511734, -0.04813116788864136, 0.015379594638943672, 0.0056049879640340805, 0.03878020495176315, 0.026829861104488373, 0.008466172032058239, -0.1010114848613739, -0.018708905205130577, 0.11587289720773697, 0.00770592363551259, -0.04952253773808479, 0.04196060448884964, 0.03795701637864113, -0.089113250374794, -0.03246216103434563, 0.007352863438427448, -0.012005070224404335, -0.01575610786676407, -0.10480593889951706, 0.0007224268629215658, -0.05942677706480026, -0.03209063038229942, 0.03175069019198418, 0.13079680502414703, -0.014703947119414806, 0.007557467091828585, -0.01562712900340557, -0.04112723842263222, 0.007381555158644915, 0.01568070985376835, -0.03501986339688301, 0.0011256833095103502, -0.02561940625309944, -0.0644957646727562, -0.03515167161822319, -0.03774693235754967, 0.05038783326745033, 0.006837256718426943, 0.1025119498372078, 0.01667844131588936, -0.033860817551612854, -0.014868653379380703, -0.009676950052380562, 0.05873570218682289, 0.009517127647995949, 0.005362279713153839, 0.0013663339195773005, -0.017548302188515663, 0.0679285004734993, -0.07728953659534454, 0.015593393705785275, -0.01605391316115856, 0.06954837590456009, 0.032217156141996384, 0.07859771698713303, -0.00910249724984169, 0.02387910895049572, 0.054924484342336655, -0.07372527569532394, 0.0016397256404161453, 0.03828275576233864, -0.042844291776418686, 0.03227546438574791, -0.06377097219228745, 0.04052939638495445, -0.017825806513428688, 0.020855747163295746, -0.02987031079828739, 0.11696361005306244, -0.07525458931922913, -0.03074065037071705, -0.0001386568765155971, 0.029793953523039818, 0.030350977554917336, -0.046452026814222336, -0.01906425878405571, -0.014035006985068321, -0.11156158149242401, -0.06290923058986664, -0.008332496508955956, -6.321383971388028e-33, -0.024260731413960457, -0.007269676774740219, -0.03672698885202408, 0.004411389119923115, -0.0018033283995464444, -0.04735696688294411, 0.0686931312084198, -0.03978341445326805, -0.05127880349755287, -0.044460125267505646, 0.018440991640090942, -0.006338507402688265, -0.0491706058382988, -0.05267796292901039, -0.0077688125893473625, 0.016683898866176605, -0.0635981559753418, -0.047501105815172195, 0.09622710943222046, -0.028524581342935562, 0.03624548390507698, -0.10273982584476471, 0.019770339131355286, -0.06441996991634369, -0.03268066421151161, 0.1409543752670288, -0.02416105940937996, -0.007140979636460543, 0.024597303941845894, 0.003381279995664954, -0.043302688747644424, 0.02721947245299816, 0.028103262186050415, -0.029354814440011978, -0.020164113491773605, 0.05631126090884209, 0.04459989815950394, -0.09664031118154526, 0.017583375796675682, -0.07398983836174011, 0.004264863673597574, 0.012618085369467735, -0.03747044503688812, 0.02107018046081066, -0.028721606358885765, -0.007180095184594393, 0.027070125564932823, 0.014925682917237282, -0.08639675378799438, 0.05146874114871025, 0.03678181767463684, 0.017657795920968056, -0.01907295733690262, -0.022905506193637848, -0.0966191217303276, -0.05708732083439827, 0.044621728360652924, 0.006530529819428921, -0.009247492998838425, -0.02242949604988098, -0.021133773028850555, 0.027243373915553093, 0.023969298228621483, -0.021353747695684433, -0.08293542265892029, 0.09160207957029343, 0.08685512095689774, 0.023745277896523476, 0.0034398038405925035, -0.0129621597006917, 0.004193196073174477, -0.009629354812204838, -0.01522337831556797, -0.07695753127336502, 0.04730138182640076, 0.0010426458902657032, 0.057122811675071716, 0.0035305579658597708, 0.11050362139940262, -0.005354329012334347, 0.01466455403715372, -0.12604442238807678, 0.06178254634141922, 0.03371512144804001, -0.056987591087818146, -0.06201993674039841, 0.04518648236989975, 0.017253320664167404, -0.09155087172985077, 0.0650058314204216, -0.004559393972158432, 0.01123330183327198, -0.11060492694377899, -0.05084286257624626, -0.046261727809906006, 3.5820431603004626e-33, 0.0401560515165329, -0.02303229086101055, 0.030409155413508415, 0.09441214799880981, 0.09601616114377975, -0.03792225942015648, -0.0032657908741384745, -0.042271655052900314, -0.05197441205382347, 0.08192567527294159, -0.04033073037862778, 0.027538547292351723, 0.013796097598969936, -0.019636595621705055, 0.08601867407560349, 0.017164520919322968, 0.013015137054026127, -0.059040796011686325, 0.07574152946472168, -0.039918769150972366, 0.03696413338184357, 0.13222433626651764, -0.017582260072231293, 0.07507815212011337, -0.061099305748939514, 0.08403978496789932, -0.038220830261707306, -0.09401298314332962, -0.07836875319480896, 0.032559834420681, 0.010999551974236965, -0.09205368161201477, 0.054178569465875626, 0.029108282178640366, 0.029506361111998558, 0.06248907372355461, 0.0715673640370369, -0.08291498571634293, -0.022323060780763626, 0.023028947412967682, 0.030680328607559204, 0.029138753190636635, -0.01587897725403309, 0.010614062659442425, -0.072367824614048, -0.04676345735788345, 0.022718869149684906, 0.023880718275904655, 0.1405280977487564, 0.10473449528217316, 0.04468639940023422, -0.03658173605799675, -0.018760520964860916, 0.05682699754834175, -0.07457390427589417, 0.06918025761842728, -0.02699180133640766, -0.01789083704352379, 0.10859956592321396, 0.03837624192237854, -0.029677188023924828, 0.06024707481265068, -0.05418477579951286, -0.07252246141433716, -0.0174645334482193, 0.05573815107345581, 0.0256655253469944, -0.05394919216632843, -0.09465207159519196, -0.053441353142261505, 0.033724285662174225, -0.024933304637670517, 0.009012114256620407, -0.047466129064559937, -0.02208559401333332, 0.11274223774671555, 0.01058866921812296, 0.07809964567422867, -0.011177201755344868, 0.014402434229850769, -0.020073384046554565, 0.018021324649453163, -0.013298049569129944, 0.06357815861701965, 0.06546679139137268, 0.018315447494387627, -0.0012443616287782788, 0.004220153670758009, -0.017460068687796593, 0.02008826658129692, -0.06128833815455437, -0.011577168479561806, 0.05307015776634216, 0.07962176948785782, -0.01618148945271969, -3.0186846800006606e-8, -0.0019122936064377427, 0.054476600140333176, -0.012010274454951286, 0.011310137808322906, -0.008374979719519615, -0.07176832854747772, 0.049653541296720505, -0.005304510239511728, 0.003293534042313695, 0.055523425340652466, 0.050351012498140335, -0.013407868333160877, -0.040331535041332245, -0.06977035850286484, -0.08140385895967484, -0.046393778175115585, -0.05676360800862312, -0.11835197359323502, 0.0035102751571685076, 0.0175236314535141, 0.01621295139193535, -0.0019283770816400647, 0.023496776819229126, -0.1417788416147232, -0.03467516973614693, 0.01735398918390274, -0.06652175635099411, 0.05545593425631523, 0.029388541355729103, 0.04622979089617729, 0.024521874263882637, 0.01678958348929882, 0.06972303241491318, 0.06914972513914108, 0.019788403064012527, 0.00492845056578517, -0.02617296576499939, -0.03877107799053192, -0.05011456459760666, -0.017184270545840263, -0.003942729439586401, -0.07507658749818802, -0.11732874065637589, 0.08816380053758621, 0.07046394795179367, 0.049082327634096146, -0.02338206022977829, -0.002227917080745101, -0.06590740382671356, -0.05173742026090622, -0.0013452675193548203, -0.044388141483068466, 0.009456480853259563, -0.0015897647244855762, 0.005971037782728672, -0.02216431125998497, 0.008140357211232185, 0.0326281301677227, -0.021053818985819817, -0.0119709437713027, 0.031716231256723404, -0.08634931594133377, -0.031770650297403336, 0.07344019412994385 ]
p
Maybe this was too early, or maybe it’s not actually valuable.
[ "tags", "tags/vector-image-search" ]
10,896
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(34)
[ -0.05186677351593971, 0.05879703536629677, -0.011590770445764065, -0.038923393934965134, 0.0005035191425122321, -0.03667876869440079, -0.0021566993091255426, 0.02249601110816002, 0.020536039024591446, -0.07422573864459991, 0.036398839205503464, 0.03143133968114853, -0.031500525772571564, 0.05714493244886398, 0.010258994065225124, -0.047784049063920975, 0.008331598713994026, -0.015250423923134804, -0.0036738303024321795, 0.024614743888378143, -0.004200993105769157, 0.1163831502199173, -0.008965584449470043, 0.03162115812301636, 0.008347714319825172, 0.04920828342437744, 0.022072914987802505, -0.021328561007976532, 0.027704093605279922, -0.005240519531071186, 0.03485079109668732, 0.038385264575481415, 0.0953371599316597, 0.0590706542134285, 0.014676862396299839, 0.030669502913951874, 0.03960758447647095, 0.027508867904543877, 0.028364192694425583, -0.012119482271373272, -0.030455857515335083, -0.035115960985422134, 0.0013876049779355526, -0.021006373688578606, 0.0021480012219399214, 0.0029028269927948713, 0.012109908275306225, -0.07728899270296097, 0.061813678592443466, -0.01564384624361992, -0.012298563495278358, -0.03709498420357704, 0.006643851287662983, 0.01180433202534914, 0.026387102901935577, 0.028002409264445305, 0.02452828735113144, 0.04792400449514389, 0.10396741330623627, 0.0333007276058197, -0.01631050743162632, -0.06059175357222557, -0.030255058780312538, 0.026088951155543327, 0.017427930608391762, 0.004339733626693487, -0.061225805431604385, -0.01950349472463131, 0.0498243123292923, -0.003332844004034996, -0.012579345144331455, -0.018151693046092987, -0.021230805665254593, -0.07067008316516876, -0.03153687343001366, 0.04162132740020752, 0.06251160800457001, -0.02042982541024685, -0.0017532511847093701, -0.028948573395609856, -0.10116196423768997, -0.08784819394350052, 0.0003430369542911649, 0.033133577555418015, 0.004653768613934517, -0.06864599883556366, 0.0161284226924181, -0.020062381401658058, -0.04145629331469536, 0.030326422303915024, -0.07858306169509888, 0.017816126346588135, 0.03756595030426979, 0.0012799235992133617, 0.034215353429317474, -0.05961952731013298, -0.06777091324329376, -0.1286144256591797, 0.16564543545246124, 0.11692927032709122, 0.024584118276834488, 0.05192359909415245, -0.017317967489361763, -0.0483018159866333, -0.02940857969224453, -0.005729289725422859, 0.08137109875679016, -0.013849044218659401, 0.04956873506307602, 0.04340725392103195, -0.022683391347527504, -0.012017051689326763, 0.05648664012551308, -0.10567743331193924, 0.01847163215279579, -0.054129667580127716, -0.0006892488454468548, -0.02958587557077408, 0.006323522888123989, 0.11290087550878525, 0.06294842064380646, -0.03199757635593414, -0.06241703778505325, 0.10177735239267349, 0.014476065523922443, 0.0012285788543522358, 0.06178430840373039, -5.5427952881208855e-33, 0.05298791825771332, -0.05578894540667534, -0.04892456904053688, -0.06326071918010712, 0.07824455946683884, 0.0495903305709362, -0.005475522484630346, 0.0034217939246445894, -0.015630092471837997, -0.03609267994761467, -0.021776683628559113, -0.011431097984313965, 0.014114069752395153, -0.03411021828651428, 0.09066079556941986, -0.10664501041173935, -0.047216594219207764, 0.024446651339530945, -0.061515673995018005, -0.0069642034359276295, -0.04392087087035179, 0.026100091636180878, -0.009027612395584583, -0.03648814931511879, 0.0806843563914299, 0.03314467892050743, 0.0036894697695970535, -0.08050414174795151, 0.10387848317623138, 0.05417374521493912, -0.03882305696606636, 0.030490156263113022, 0.02833627536892891, -0.02870463766157627, 0.03562100976705551, 0.07760906219482422, 0.005497026722878218, -0.01073524821549654, -0.01891467161476612, 0.020922070369124413, 0.00263975583948195, -0.034206539392471313, 0.03193804994225502, -0.04373389109969139, -0.12981466948986053, 0.003106482094153762, -0.0308415237814188, 0.11567868292331696, -0.07189125567674637, 0.04890403524041176, -0.0004947508568875492, 0.0024432335048913956, 0.0985088050365448, -0.07492053508758545, 0.017592428252100945, 0.04082879051566124, 0.005989403929561377, 0.05487380921840668, 0.008637282066047192, 0.05588892102241516, -0.00775116728618741, 0.07312570512294769, -0.0066551323980093, -0.06918217241764069, -0.10827825218439102, -0.021643634885549545, -0.038340773433446884, 0.026353249326348305, 0.07875422388315201, 0.04144608601927757, -0.11744476854801178, 0.01000442635267973, -0.037238530814647675, 0.0157379899173975, -0.060800615698099136, 0.02013852633535862, -0.09003743529319763, 0.08409588783979416, -0.0631781592965126, -0.04691917076706886, -0.013860326260328293, -0.006977250333875418, 0.08333906531333923, -0.08178644627332687, 0.11568392068147659, -0.03313878923654556, 0.1059841513633728, -0.009360364638268948, -0.09122519195079803, -0.08810655772686005, -0.09214508533477783, -0.028951240703463554, 0.015520667657256126, 0.029655566439032555, 0.041954513639211655, 3.176278306101948e-33, -0.05581583455204964, 0.023290924727916718, -0.05123278498649597, 0.045983877032995224, -0.018275218084454536, 0.030851412564516068, 0.01396698597818613, 0.051360759884119034, -0.05705894157290459, 0.04357007145881653, 0.03391195833683014, -0.023444635793566704, -0.019850024953484535, -0.02110818587243557, 0.024324893951416016, -0.030639858916401863, 0.044796597212553024, 0.008124899119138718, 0.04207222908735275, 0.11618847399950027, 0.03156091645359993, -0.06877230107784271, -0.04162127897143364, 0.033996254205703735, -0.03576012700796127, 0.09459587186574936, 0.03855537250638008, 0.016378168016672134, -0.0776367112994194, 0.010588306933641434, 0.025833168998360634, -0.006755792070180178, -0.03175850585103035, -0.01623854972422123, -0.07642540335655212, 0.0049537839367985725, 0.02562461979687214, -0.046838708221912384, 0.0003456121776252985, -0.08992522209882736, 0.036607593297958374, -0.05087870731949806, -0.01786985620856285, 0.12289655208587646, -0.043764252215623856, -0.04952443018555641, 0.01472433190792799, 0.08378973603248596, -0.061743754893541336, -0.026609160006046295, -0.1624251902103424, 0.08309132605791092, -0.11250679939985275, 0.05408791825175285, -0.026386229321360588, -0.001776300254277885, -0.038087740540504456, 0.006758192554116249, -0.016267308965325356, -0.0639454647898674, 0.03006157837808132, 0.03507288172841072, -0.04261839762330055, -0.0460086353123188, 0.12295209616422653, 0.003637968795374036, 0.03625370189547539, -0.0697426050901413, -0.07701746374368668, 0.018846500664949417, -0.006460278760641813, -0.028971664607524872, -0.0018901904113590717, 0.012162506580352783, -0.0063386959955096245, -0.0002641944447532296, -0.0031601269729435444, -0.057403210550546646, -0.024539895355701447, 0.06511016190052032, -0.03559773415327072, -0.09064800292253494, -0.03468708321452141, 0.057167377322912216, 0.08362948149442673, 0.07052115350961685, -0.0428963303565979, 0.06533384323120117, 0.018061162903904915, 0.0398062989115715, 0.036976564675569534, -0.055089034140110016, -0.006474889349192381, 0.04966007173061371, -0.0004232480423524976, -1.8037384919011856e-8, -0.038712598383426666, 0.057098615914583206, -0.045971568673849106, -0.06621349602937698, -0.006514838896691799, 0.003681717673316598, -0.054481249302625656, -0.033235032111406326, -0.02178429253399372, 0.04363679885864258, 0.0017905073473230004, 0.02900722436606884, -0.05048105865716934, 0.022431505843997, -0.0813177227973938, -0.008591864258050919, 0.05711926147341728, -0.05416013300418854, -0.03593602031469345, 0.03864287585020065, -0.027960583567619324, -0.003495017997920513, -0.013533337973058224, -0.027810243889689445, -0.018362609669566154, 0.049886807799339294, 0.02532786689698696, 0.07244740426540375, 0.03256993740797043, -0.08284322172403336, -0.0013143207179382443, 0.02285330556333065, -0.017164526507258415, 0.030730970203876495, 0.008368956856429577, 0.016033053398132324, -0.015529888682067394, 0.057803936302661896, 0.02367061749100685, -0.015630418434739113, 0.04728494584560394, -0.025477636605501175, 0.1100737676024437, 0.042334504425525665, -0.008107088506221771, 0.10704300552606583, 0.008894111029803753, -0.03505285084247589, 0.04719919338822365, -0.10948058217763901, 0.027264021337032318, 0.04299004748463631, -0.06701336055994034, 0.007167355623096228, 0.09497102349996567, 0.008986353874206543, 0.0011851536110043526, -0.04168030247092247, -0.017796171829104424, 0.032695021480321884, 0.021732734516263008, 0.001560090808197856, -0.1252606362104416, -0.011856436729431152 ]
p
Was that like segment anything?
[ "tags", "tags/vector-image-search" ]
10,897
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(34)
[ -0.01588604412972927, 0.10807010531425476, -0.052161626517772675, 0.010606643743813038, 0.06044094264507294, 0.015609273687005043, 0.07097408920526505, 0.049242425709962845, -0.05437055602669716, -0.006885870359838009, 0.017374569550156593, 0.02455715276300907, -0.00386945903301239, 0.002555136801674962, 0.08693557977676392, -0.010815930552780628, -0.06398231536149979, 0.0005874421913176775, 0.0024559181183576584, 0.09118746221065521, -0.021833151578903198, 0.01991153694689274, 0.004445490427315235, 0.018691880628466606, -0.024905145168304443, -0.12121840566396713, 0.06016821041703224, 0.020041434094309807, 0.03596179932355881, -0.03248118981719017, -0.033101439476013184, -0.007768926676362753, 0.06917601823806763, 0.004184667952358723, -0.05159054696559906, 0.07903879135847092, 0.05260523036122322, -0.025001289322972298, 0.02915385365486145, 0.04659654200077057, 0.001604207674972713, -0.0675906091928482, -0.027428166940808296, 0.07107815891504288, -0.015630561858415604, -0.050849154591560364, -0.02790309116244316, -0.020138250663876534, 0.0390714555978775, -0.030392156913876534, -0.040065743029117584, 0.021395154297351837, 0.061204131692647934, -0.0038779699243605137, 0.0504947192966938, -0.014845168218016624, 0.1023675724864006, 0.04117731377482414, -0.00866495817899704, 0.033290691673755646, 0.007081628777086735, -0.028978995978832245, -0.054428454488515854, 0.005932728759944439, 0.018835360184311867, -0.08534407615661621, -0.009271636605262756, -0.0035471050068736076, 0.0012894500978291035, 0.030220285058021545, 0.018555045127868652, -0.014540322124958038, 0.03565089404582977, -0.08045251667499542, 0.007320763077586889, 0.058141078799963, -0.056900158524513245, -0.037843432277441025, 0.017396586015820503, -0.022032693028450012, 0.01533617451786995, -0.04348791018128395, -0.05822375416755676, 0.08915679156780243, -0.04257821664214134, -0.003152851713821292, 0.02008160762488842, 0.04587634280323982, 0.07221643626689911, -0.00276672700420022, -0.04013306647539139, -0.10123264044523239, -0.13652534782886505, 0.039640095084905624, 0.02267525903880596, -0.07890287786722183, -0.01563296653330326, -0.12913598120212555, 0.05932361260056496, 0.05890035256743431, -0.008376842364668846, 0.05910908803343773, -0.021699247881770134, -0.022830761969089508, -0.014368914999067783, -0.026530716568231583, -0.01326393149793148, -0.04406808689236641, 0.004658023361116648, 0.033274441957473755, 0.0279298797249794, -0.02330104634165764, 0.09263290464878082, 0.07976862788200378, -0.014534443616867065, -0.002991488901898265, 0.02038733847439289, -0.004600884392857552, -0.0027617861051112413, 0.019107498228549957, 0.1337582767009735, 0.02590073272585869, -0.04708273708820343, 0.07178611308336258, -0.07480461895465851, 0.018182430416345596, 0.05960286036133766, -6.102409944980975e-33, 0.019017048180103302, 0.016595125198364258, 0.022701336070895195, 0.006079384591430426, 0.0033730214927345514, -0.02643280290067196, -0.022414635866880417, 0.017308872193098068, -0.05829426646232605, -0.020001357421278954, -0.1006624698638916, -0.05402902141213417, 0.05558527261018753, -0.07234867662191391, -0.027707993984222412, 0.0661562830209732, -0.09483381360769272, -0.008952109143137932, 0.0009636542527005076, 0.007599181495606899, -0.009630572982132435, 0.08765164017677307, -0.022112445905804634, -0.03203950077295303, -0.06672592461109161, 0.08721094578504562, 0.005767961964011192, -0.0529320128262043, -0.001982507761567831, -0.007409526500850916, -0.02036930061876774, -0.05772065743803978, -0.10346770286560059, 0.07373078167438507, 0.05619420111179352, -0.00813276693224907, -0.04085041582584381, 0.045000262558460236, -0.013603230006992817, 0.007535414770245552, -0.048031482845544815, -0.01436140201985836, -0.03529352694749832, -0.00994127057492733, -0.12459249794483185, -0.08992244303226471, -0.000046945602662162855, -0.027209285646677017, 0.01604614593088627, -0.00829204823821783, 0.0713716447353363, 0.020551098510622978, 0.07049286365509033, -0.018441082909703255, -0.004672601819038391, -0.00811750814318657, 0.10388253629207611, -0.01763535663485527, -0.004487317055463791, -0.018910914659500122, 0.05119394510984421, -0.027287142351269722, -0.020166674628853798, 0.09011930972337723, -0.02814425528049469, -0.03874503821134567, 0.04114454612135887, -0.0016646061558276415, 0.009768160991370678, -0.04396558180451393, -0.016752205789089203, 0.046561382710933685, -0.09152168780565262, 0.02549123577773571, 0.003924854099750519, -0.017650684341788292, 0.0005353393498808146, 0.060241494327783585, 0.019620021805167198, -0.12451750040054321, 0.04704897105693817, -0.07285773009061813, -0.04597392678260803, 0.02263057604432106, -0.008946334011852741, 0.013250136747956276, 0.0530574768781662, -0.09422551095485687, -0.07273484021425247, 0.030941570177674294, -0.035363271832466125, 0.03894801810383797, -0.038419369608163834, -0.054128848016262054, -0.04411555454134941, 3.22606747135698e-33, -0.0745808333158493, -0.07954052090644836, -0.032914984971284866, -0.03561755269765854, -0.027086133137345314, -0.023603864014148712, 0.052261125296354294, 0.002616040874272585, 0.07574228197336197, 0.004531113896518946, 0.033773429691791534, -0.025398891419172287, -0.0513109490275383, 0.011218266561627388, 0.1389567255973816, -0.025647304952144623, 0.04900014400482178, 0.05775962769985199, 0.06411498039960861, -0.002867849078029394, 0.038827817887067795, -0.07643093913793564, 0.08149924129247665, -0.015920773148536682, 0.0015281479572877288, 0.07035985589027405, 0.1437198370695114, -0.024201257154345512, -0.11967231333255768, 0.000754551962018013, 0.04973212629556656, 0.005638113245368004, -0.03168010339140892, -0.030049217864871025, -0.05503194034099579, -0.015473415143787861, 0.12510140240192413, 0.04585070163011551, -0.006963984575122595, 0.05552030727267265, 0.05496519058942795, 0.01603139191865921, -0.0370764434337616, 0.1415719836950302, 0.028918607160449028, 0.012499338015913963, 0.024669364094734192, 0.00950060784816742, 0.06268623471260071, 0.029125042259693146, 0.01354123279452324, 0.034064892679452896, -0.05573213845491409, -0.014919140376150608, -0.0576239712536335, -0.001403150032274425, 0.007024400867521763, 0.010999010875821114, -0.02801881544291973, -0.027585012838244438, -0.003576463321223855, 0.07832886278629303, -0.07818323373794556, -0.12617410719394684, 0.08987128734588623, 0.10970152169466019, -0.0733688622713089, -0.02555839717388153, 0.02107561007142067, -0.004458082374185324, -0.0292870681732893, -0.00912407785654068, -0.04849471151828766, -0.0492808036506176, -0.04695787653326988, 0.06899105757474899, -0.008913520723581314, -0.021655825898051262, -0.033225346356630325, -0.00405930308625102, -0.05160711333155632, -0.07132088392972946, -0.05857061222195625, 0.06905494630336761, 0.10464487969875336, -0.09517958760261536, 0.010348527692258358, -0.08758637309074402, -0.044881246984004974, -0.020819207653403282, 0.047897953540086746, 0.03875277191400528, 0.10961642116308212, 0.01321867574006319, 0.015191767364740372, -1.930275494999023e-8, -0.03210119530558586, 0.11598046123981476, -0.011520224623382092, 0.011569189839065075, -0.045942336320877075, 0.04895084351301193, 0.013896389864385128, -0.031885284930467606, -0.020747195929288864, 0.0344688780605793, -0.004206981509923935, -0.018351798877120018, 0.130947083234787, 0.042691003531217575, 0.08059658110141754, 0.05728735029697418, -0.011939861811697483, -0.08417750149965286, -0.05072750523686409, -0.0030812365002930164, -0.04285425692796707, 0.04196903482079506, -0.0003610224521253258, 0.08053459227085114, -0.017627965658903122, 0.023577874526381493, -0.05369798466563225, -0.020294854417443275, -0.019208181649446487, 0.01809755340218544, 0.08750338107347488, 0.07727213203907013, -0.03447115421295166, -0.04463755711913109, 0.0007970179431140423, 0.043985869735479355, -0.0489836186170578, -0.004258467350155115, 0.10196574032306671, -0.07102036476135254, -0.049283746629953384, 0.011471541598439217, -0.05666422098875046, 0.04102598503232002, 0.011558187194168568, 0.0069438014179468155, -0.04485888406634331, -0.0016494754236191511, 0.015340236946940422, -0.06099514663219452, 0.021441809833049774, 0.027072099968791008, -0.0678739920258522, -0.03784766048192978, 0.042463164776563644, 0.0003963705967180431, 0.015655741095542908, -0.006452694069594145, -0.00396573543548584, 0.04507877677679062, -0.022486163303256035, -0.022723210975527763, 0.06810436397790909, 0.03973883017897606 ]
p
Did that come into the play?
[ "tags", "tags/vector-image-search" ]
10,898
[ "Vector Image Search - Qdrant", "Transcript:" ]
/tags/vector-image-search/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(35)
[ -0.10510893911123276, 0.07039113342761993, -0.018698815256357193, -0.056203048676252365, -0.1056479886174202, 0.02403787150979042, 0.09773488342761993, 0.06037271395325661, 0.06397601962089539, 0.0005112885846756399, 0.07959459722042084, -0.08667410165071487, -0.037009794265031815, -0.03995553031563759, -0.10891783982515335, -0.025151705369353294, -0.01773284375667572, 0.004745901096612215, -0.041231829673051834, -0.06299643963575363, -0.06432630121707916, 0.032766591757535934, -0.021953558549284935, -0.04654613509774208, -0.07245110720396042, -0.020435554906725883, -0.023590687662363052, 0.012213294394314289, 0.0029709471855312586, -0.12191911786794662, 0.08134818822145462, 0.0050417534075677395, 0.0014074533246457577, 0.01537741906940937, 0.005009044427424669, -0.026141876354813576, 0.00924942921847105, -0.06260466575622559, 0.021459901705384254, 0.05732777342200279, -0.059561364352703094, 0.027791708707809448, -0.0991545021533966, -0.004497902002185583, 0.04721449688076973, 0.027799248695373535, -0.040735483169555664, 0.059666965156793594, -0.08761546015739441, -0.018974559381604195, -0.0507596917450428, -0.09825877100229263, -0.012400959618389606, 0.006886686664074659, 0.0008225115016102791, 0.0649341344833374, -0.0035585579462349415, -0.06412279605865479, -0.010954136028885841, -0.031895969063043594, 0.042416442185640335, -0.029634317383170128, -0.08746998757123947, 0.06489629298448563, -0.05226265266537666, 0.033696845173835754, 0.08228420466184616, -0.06574555486440659, -0.03464112803339958, 0.05150991678237915, 0.038734931498765945, -0.09170626848936081, -0.010830458253622055, -0.002325373934581876, -0.005837845616042614, 0.014484760351479053, -0.03384246677160263, -0.06068416312336922, 0.02545558661222458, -0.06703418493270874, 0.039095379412174225, -0.027679093182086945, -0.026664847508072853, -0.012928559444844723, 0.029296832159161568, -0.06707927584648132, -0.0005003309343010187, -0.006187170743942261, 0.045398373156785965, 0.0025880129542201757, -0.1045948714017868, 0.011181074194610119, -0.01695801317691803, 0.05779054015874863, 0.003189328359439969, -0.007901526987552643, 0.055226463824510574, 0.06580863147974014, -0.12805503606796265, 0.11105051636695862, -0.005685062613338232, 0.07049944251775742, 0.006385905668139458, 0.007982766255736351, -0.05606233328580856, -0.0072035654447972775, 0.060918837785720825, -0.08955750614404678, 0.03405483067035675, 0.05858329311013222, -0.10246012359857559, -0.03120705857872963, -0.008435257710516453, -0.11506020277738571, 0.046175483614206314, 0.0058007086627185345, -0.01028070691972971, -0.07164578884840012, 0.00002954891351691913, -0.02639266848564148, 0.021853063255548477, 0.001242555328644812, -0.11838671565055847, 0.05375019088387489, 0.03206609934568405, -0.003484465414658189, 0.0030625304207205772, -2.053118800488192e-33, -0.08782285451889038, 0.01895723305642605, -0.003770922077819705, 0.036677006632089615, 0.06062035635113716, 0.0010502365184947848, -0.06179770454764366, 0.014291591010987759, -0.0320805199444294, 0.016446569934487343, -0.02756471559405327, 0.0338105708360672, -0.0612112395465374, -0.0862906277179718, 0.05940893292427063, 0.04323219880461693, 0.03481370955705643, -0.03194960206747055, 0.0676688402891159, -0.010935824364423752, -0.06025325879454613, 0.01284825336188078, 0.06050654128193855, 0.06328567862510681, 0.012810255400836468, -0.0006681493832729757, 0.06403263658285141, -0.09227994829416275, -0.06959066540002823, 0.01866486854851246, 0.08700487017631531, 0.01429053582251072, 0.014556584879755974, 0.002794713480398059, -0.019571520388126373, -0.07645229995250702, -0.0037621811497956514, 0.049273308366537094, -0.04677453264594078, 0.061531126499176025, 0.014081819914281368, -0.0007785022025927901, -0.03778137266635895, -0.05891895294189453, 0.04934423044323921, -0.010630623437464237, -0.016385147348046303, 0.03690953925251961, 0.06102384626865387, 0.03447481244802475, 0.012354688718914986, -0.013502929359674454, -0.03318420797586441, 0.07305603474378586, 0.013698086142539978, 0.0463358499109745, -0.09250089526176453, 0.055701982229948044, 0.023273764178156853, -0.11439786106348038, 0.0742776021361351, -0.03068559244275093, 0.030689096078276634, -0.061660733073949814, -0.050322555005550385, -0.003538584802299738, -0.004674197174608707, 0.10947345942258835, 0.08355344086885452, 0.0003413496888242662, -0.06481467187404633, -0.03687870502471924, 0.023383857682347298, 0.05130315199494362, -0.07496234774589539, 0.029551591724157333, -0.01595528982579708, 0.01747642643749714, -0.016861161217093468, -0.02225627563893795, -0.01985454000532627, -0.0018020696006715298, 0.04980602487921715, -0.028462618589401245, 0.046372633427381516, -0.012175841256976128, -0.010908426716923714, 0.029818246141076088, 0.05056441202759743, 0.03224954381585121, 0.0061804866418242455, 0.0951685830950737, 0.058641865849494934, -0.049140527844429016, -0.014052554033696651, 1.115642494746736e-33, 0.06740117818117142, -0.018282005563378334, -0.08719644695520401, 0.043082840740680695, 0.03532925248146057, 0.0585513561964035, -0.05324981361627579, 0.0707688108086586, -0.01973075047135353, -0.04027664288878441, -0.01844179444015026, -0.01229721400886774, 0.09886118024587631, -0.0785093680024147, 0.07632629573345184, 0.08719980716705322, 0.03190511465072632, -0.026565328240394592, 0.021093707531690598, 0.025493554770946503, -0.04078951105475426, -0.02318744733929634, -0.03278035670518875, 0.03794354572892189, -0.03996537625789642, 0.07869381457567215, 0.035115715116262436, 0.09063909202814102, 0.0084749860689044, 0.015638047829270363, 0.04333064332604408, 0.021778875961899757, 0.03853142261505127, 0.010861258022487164, -0.04908144474029541, 0.07809057086706161, 0.08483729511499405, 0.11525088548660278, -0.0437156967818737, 0.04839849844574928, 0.036665644496679306, 0.03307563439011574, 0.006069204304367304, 0.053167883306741714, 0.011876555159687996, 0.02254786528646946, -0.02237127535045147, -0.11672782152891159, -0.09300515055656433, -0.044634342193603516, 0.0957835391163826, 0.008619168773293495, -0.06813977658748627, -0.037147700786590576, 0.04129864647984505, 0.10530298948287964, -0.020439982414245605, -0.0666164979338646, -0.027948202565312386, -0.07042305916547775, 0.05790030211210251, 0.03435031324625015, -0.02585621178150177, -0.009241604246199131, 0.04471879452466965, -0.04390207305550575, -0.0795263797044754, 0.04890534654259682, 0.04145907983183861, 0.04111270233988762, 0.05666216090321541, -0.004148951731622219, -0.11703059077262878, -0.0024487837217748165, -0.05741720646619797, -0.01260493416339159, 0.035805944353342056, 0.00878123939037323, -0.014200734905898571, 0.030197374522686005, -0.1666218787431717, 0.03212133049964905, -0.030169552192091942, -0.0013911183923482895, 0.005799727514386177, 0.05539107322692871, 0.003209540620446205, -0.03411221131682396, 0.05093507096171379, -0.006743219215422869, 0.030907148495316505, 0.09253852069377899, -0.022874748334288597, -0.009434741921722889, 0.025838106870651245, -1.605019583905687e-8, 0.06277961283922195, -0.029276495799422264, 0.020581301301717758, 0.06081514433026314, 0.05736846476793289, -0.09485029429197311, 0.011492044664919376, -0.027148613706231117, -0.06981070339679718, 0.06707499921321869, 0.042913150042295456, 0.006824324373155832, -0.0063677518628537655, 0.08095255494117737, 0.023644516244530678, 0.06986509263515472, -0.026630213484168053, 0.060778822749853134, -0.015034354291856289, -0.11050371080636978, -0.05616017431020737, 0.0336686410009861, -0.027720117941498756, -0.03268062695860863, -0.04137709364295006, -0.0020971016492694616, -0.02049768902361393, -0.009556465782225132, -0.026670608669519424, -0.0176338329911232, -0.014006897807121277, 0.0319368876516819, 0.0885550007224083, -0.07789967954158783, -0.009800394997000694, 0.03049883060157299, 0.048592839390039444, -0.010776061564683914, -0.03452195227146149, -0.012733482755720615, 0.02519846148788929, 0.07023893296718597, 0.09614246338605881, 0.0005272452253848314, -0.016089394688606262, 0.00797617994248867, 0.06185244396328926, -0.004348307382315397, 0.02049398422241211, 0.057046521455049515, -0.017961615696549416, -0.041594747453927994, 0.014255145564675331, 0.02523615211248398, 0.0384676493704319, 0.05621611326932907, 0.023666903376579285, -0.005580738186836243, -0.012496821582317352, -0.02212204970419407, 0.05418973043560982, -0.02218795195221901, -0.008519705384969711, -0.015451899729669094 ]
p
Noe Acache:
[ "tags", "tags/vector-image-search" ]
10,899