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141e6439f8
* add quantization page * link fix * small content fixes * Restore used texture.png; remove unused chart-background-texture.png texture.png is referenced by _configuration.scss (desktop banner overlay3) and was deleted by mistake. chart-background-texture.png is unreferenced anywhere in the source, so remove that one instead. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> --------- Co-authored-by: trean <trean.mi@gmail.com> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
839 B
839 B
label, title, description, button, codeBar, code, sitemapExclude
| label | title | description | button | codeBar | code | sitemapExclude | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| QUANTIZATION | Cut Your Memory Footprint at Scale | Quantization keeps only the compressed vectors in RAM and moves the full-precision originals to disk, so you can fit more into every node. Not only does this reduce cost, but it also increases speed. |
|
python | from qdrant_client import QdrantClient, models client = QdrantClient(url="http://localhost:6333") client.query_points( collection_name="{collection_name}", query=[0.2, 0.1, 0.9, 0.7], search_params=models.SearchParams( quantization=models.QuantizationSearchParams( ignore=False, rescore=True, oversampling=2.0, ) ), ) | true |