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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
This can be useful to fine-tune
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(20)
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p
search performance on a vector level.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,173
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(10)
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p
Available as of v1.2.0
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,174
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
Vectors all live in RAM for very quick access.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,175
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
On a per-vector basis you can set
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,176
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
on_disk to true to store all vectors on disk at all times.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,177
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
This will enable
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6,178
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
the use of
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6,179
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
memmaps,
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6,180
[ "Collections - Qdrant", "Collection with multiple vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(22)
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p
which is suitable for ingesting a large amount of data.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,181
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(3)
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h3
Collection with sparse vectors
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,182
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(23)
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p
Available as of v1.7.0
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6,183
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(24)
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p
Qdrant supports sparse vectors as a first-class citizen.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,184
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(25)
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p
Sparse vectors are useful for text search, where each word is represented as a separate dimension.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,185
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(26)
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p
Collections can contain sparse vectors as additional named vectors along side regular dense vectors in a single point.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,186
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
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p
Unlike dense vectors, sparse vectors must be named.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,187
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(27)
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p
And additionally, sparse vectors and dense vectors must have different names within a collection.
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6,188
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(28)
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p
Outside of a unique name, there are no required configuration parameters for sparse vectors.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,189
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(29)
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p
The distance function for sparse vectors is always Dot and does not need to be specified.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,190
[ "Collections - Qdrant", "Collection with sparse vectors" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(30)
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p
However, there are optional parameters to tune the underlying sparse vector index.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,191
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(4)
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h3
Delete collection
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,192
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(5)
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h3
Update collection parameters
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,193
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(31)
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p
Dynamic parameter updates may be helpful, for example, for more efficient initial loading of vectors.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,194
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(31)
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p
For example, you can disable indexing during the upload process, and enable it immediately after the upload is finished.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,195
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(31)
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p
As a result, you will not waste extra computation resources on rebuilding the index.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,196
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(32)
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p
The following command enables indexing for segments that have more than 10000 kB of vectors stored:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,197
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(33)
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p
The following parameters can be updated:
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6,198
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1)
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li
optimizers_config - see optimizer for details.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,199
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2)
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li
hnsw_config - see indexing for details.
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6,200
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
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quantization_config - see quantization for details.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,201
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
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li
vectors - vector-specific configuration, including individual hnsw_config, quantization_config and on_disk settings.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,202
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(5)
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li
params - other collection parameters, including write_consistency_factor and on_disk_payload.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,203
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(34)
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p
Full API specification is available in schema definitions.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,204
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(35)
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p
Calls to this endpoint may be blocking as it waits for existing optimizers to
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,205
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(35)
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p
finish.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,206
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(35)
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p
We recommended against using this in a production database as it may
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,207
[ "Collections - Qdrant", "Update collection parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(35)
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p
introduce huge overhead due to the rebuilding of the index.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,208
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h4
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h4
Update vector parameters
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,209
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(36)
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p
Available as of v1.4.0
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,210
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(37)
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p
Qdrant 1.4 adds support for updating more collection parameters at runtime.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,211
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(37)
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p
HNSW
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,212
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(37)
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p
index, quantization and disk configurations can now be changed without
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,213
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(37)
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p
recreating a collection.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,214
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(37)
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p
Segments (with index and quantized data) will
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6,215
[ "Collections - Qdrant", "Update vector parameters" ]
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(37)
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p
automatically be rebuilt in the background to match updated parameters.
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6,216
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(38)
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p
To put vector data on disk for a collection that does not have named vectors,
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,217
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(38)
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p
use "" as name:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,218
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(39)
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p
To put vector data on disk for a collection that does have named vectors:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,219
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(40)
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p
Note: To create a vector name, follow the procedure from our Points.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,220
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(41)
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p
In the following example the HNSW index and quantization parameters are updated,
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,221
[ "Collections - Qdrant", "Update vector parameters" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(41)
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p
both for the whole collection, and for my_vector specifically:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,222
[ "Collections - Qdrant" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h2:nth-of-type(3)
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h2
Collection info
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(42)
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p
Qdrant allows determining the configuration parameters of an existing collection to better understand how the points are
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(42)
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p
distributed and indexed.
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6,225
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(43)
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p
If you insert the vectors into the collection, the status field may become
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,226
[ "Collections - Qdrant", "Collection info" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(43)
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p
yellow whilst it is optimizing.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,227
[ "Collections - Qdrant", "Collection info" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(43)
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p
It will become green once all the points are
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6,228
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(43)
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p
successfully processed.
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(44)
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🟢 green: collection is ready
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(2)
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li
🟡 yellow: collection is optimizing
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,232
[ "Collections - Qdrant", "Collection info" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(3)
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li
🔴 red: an error occurred which the engine could not recover from
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6,233
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(6)
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h3
Approximate point and vector counts
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6,234
[ "Collections - Qdrant", "Approximate point and vector counts" ]
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(45)
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p
You may be interested in the count attributes:
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,235
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(1)
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li
points_count - total number of objects (vectors and their payloads) stored in the collection
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,236
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(2)
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li
vectors_count - total number of vectors in a collection, useful if you have multiple vectors per point
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,237
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(3)
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li
indexed_vectors_count - total number of vectors stored in the HNSW or sparse index.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,238
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > ul:nth-of-type(5) > li:nth-of-type(3)
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li
Qdrant does not store all the vectors in the index, but only if an index segment might be created for a given configuration.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,239
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(46)
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p
The above counts are not exact, but should be considered approximate.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,240
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(46)
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p
Depending
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,241
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(46)
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p
on how you use Qdrant these may give very different numbers than what you may
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,242
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(46)
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p
expect.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,243
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(46)
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p
It’s therefore important not to rely on them.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,244
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
More specifically, these numbers represent the count of points and vectors in
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,245
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
Qdrant’s internal storage.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,246
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
Internally, Qdrant may temporarily duplicate points
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,247
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
as part of automatic optimizations.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,248
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
It may keep changed or deleted points for a
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,249
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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6,250
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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And it may delay indexing of new points.
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6,251
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/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
All of that is for optimization
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,252
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(47)
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p
reasons.
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6,253
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(48)
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p
Updates you do are therefore not directly reflected in these numbers.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,254
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(48)
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p
If you see
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6,255
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(48)
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p
a wildly different count of points, it will likely resolve itself once a new
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,256
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(48)
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p
round of automatic optimizations has completed.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,257
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(49)
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p
To clarify: these numbers don’t represent the exact amount of points or vectors
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,258
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(49)
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p
you have inserted, nor does it represent the exact number of distinguishable
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,259
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(49)
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p
points or vectors you can query.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,260
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(49)
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p
If you want to know exact counts, refer to the
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,261
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(49)
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p
count API.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,262
[ "Collections - Qdrant", "Approximate point and vector counts" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(50)
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p
Note: these numbers may be removed in a future version of Qdrant.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,263
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > h3:nth-of-type(7)
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h3
Indexing vectors in HNSW
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,264
[ "Collections - Qdrant", "Indexing vectors in HNSW" ]
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
In some cases, you might be surprised the value of indexed_vectors_count is lower than vectors_count.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,265
[ "Collections - Qdrant", "Indexing vectors in HNSW" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
This is an intended behaviour and
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,266
[ "Collections - Qdrant", "Indexing vectors in HNSW" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
depends on the optimizer configuration.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,267
[ "Collections - Qdrant", "Indexing vectors in HNSW" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
A new index segment is built if the size of non-indexed vectors is higher than the
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6,268
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html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
value of indexing_threshold(in kB).
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6,269
[ "Collections - Qdrant", "Indexing vectors in HNSW" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
If your collection is very small or the dimensionality of the vectors is low, there might be no HNSW segment
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
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[ "Collections - Qdrant", "Indexing vectors in HNSW" ]
/documentation/concepts/collections/
html > body > div:nth-of-type(1) > section > div > div > div:nth-of-type(2) > article > p:nth-of-type(51)
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p
created and indexed_vectors_count might be equal to 0.
[ "documentation", "documentation/concepts", "documentation/concepts/collections" ]
6,271