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Original file line number Diff line number Diff line change
Expand Up @@ -277,7 +277,10 @@ $$$dense-vector-index-options$$$
: (Optional, object) An optional section that configures automatic vector rescoring on knn queries for the given field. Only applicable to quantized index types.
:::::{dropdown} Properties of rescore_vector
`oversample`
: (required, float) The amount to oversample the search results by. This value should be greater than `1.0` and less than `10.0` or exactly `0` to indicate no oversampling & rescoring should occur. The higher the value, the more vectors will be gathered and rescored with the raw values per shard.
: (required, float) The amount to oversample the search results by. This value should be one of the following:
* Greater than `1.0` and less than `10.0`
* Exactly `0` to indicate no oversampling and rescoring should occur {applies_to}`stack: ga 9.1`
: The higher the value, the more vectors will be gathered and rescored with the raw values per shard.
: In case a knn query specifies a `rescore_vector` parameter, the query `rescore_vector` parameter will be used instead.
: See [oversampling and rescoring quantized vectors](docs-content://solutions/search/vector/knn.md#dense-vector-knn-search-rescoring) for details.
:::::
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Expand Up @@ -113,7 +113,9 @@ Rescoring only makes sense for quantized vectors; when [quantization](/reference
* Retrieve `num_candidates` candidates per shard.
* From these candidates, the top `k * oversample` candidates per shard will be rescored using the original vectors.
* The top `k` rescored candidates will be returned.
Must be >= 1f to indicate oversample factor, or exactly `0` to indicate that no oversampling and rescoring should occur.
Must be one of the following values:
* \>= 1f to indicate the oversample factor
* Exactly `0` to indicate that no oversampling and rescoring should occur. {applies_to}`stack: ga 9.1`


See [oversampling and rescoring quantized vectors](docs-content://solutions/search/vector/knn.md#dense-vector-knn-search-rescoring) for details.
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