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f00364aefd
Adds new `quantization_options` to `dense_vector`. This allows for
vectors to be automatically quantized to `byte` when indexed.
Example:
```
PUT vectors
{
"mappings": {
"properties": {
"my_vector": {
"type": "dense_vector",
"index": true,
"index_options": {
"type": "int8_hnsw"
}
}
}
}
}
```
When querying, the query vector is automatically quantized and used when
querying the HNSW graph. This reduces the memory required to only `25%`
of what was previously required for `float` vectors at a slight loss of
accuracy.
This is currently only available when `index: true` and when using
`hnsw`
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| .. | ||
| search-your-data | ||
| suggesters | ||
| async-search.asciidoc | ||
| clear-scroll-api.asciidoc | ||
| count.asciidoc | ||
| explain.asciidoc | ||
| field-caps.asciidoc | ||
| knn-search.asciidoc | ||
| multi-search-template-api.asciidoc | ||
| multi-search.asciidoc | ||
| point-in-time-api.asciidoc | ||
| profile.asciidoc | ||
| rank-eval.asciidoc | ||
| render-search-template-api.asciidoc | ||
| rrf.asciidoc | ||
| scroll-api.asciidoc | ||
| search-shards.asciidoc | ||
| search-template-api.asciidoc | ||
| search-vector-tile-api.asciidoc | ||
| search.asciidoc | ||
| suggesters.asciidoc | ||
| terms-enum.asciidoc | ||
| validate.asciidoc | ||