https://community.databricks.com/t5/generative-ai/vector-quantization/m-p/114058#M815 <P>Hi SaiVihAI</P><P>In my opinion, Databricks utilizes Mosaic Vector Search, which is largely aided by the Hierarchial Navigable Small World (HNSW) algorithm for neighbor search and hybrid keyword similarity search.<BR />Ref&nbsp; &nbsp;<A href="https://docs.databricks.com/aws/en/generative-ai/vector-search" target="_blank">Mosaic AI Vector Search | Databricks Documentation</A>&nbsp; &nbsp;<A href="https://docs.databricks.com/aws/en/generative-ai/create-query-vector-search" target="_blank">How to create and query a vector search index | Databricks Documentation</A></P> Mon, 31 Mar 2025 10:10:53 GMT santhakumar11 2025-03-31T10:10:53Z https://community.databricks.com/t5/generative-ai/vector-quantization/m-p/112854#M796 <P>Does Databricks Vector Search support vector quantization?</P> Mon, 17 Mar 2025 21:41:50 GMT https://community.databricks.com/t5/generative-ai/vector-quantization/m-p/112854#M796 SaiVihAI 2025-03-17T21:41:50Z https://community.databricks.com/t5/generative-ai/vector-quantization/m-p/114058#M815 <P>Hi SaiVihAI</P><P>In my opinion, Databricks utilizes Mosaic Vector Search, which is largely aided by the Hierarchial Navigable Small World (HNSW) algorithm for neighbor search and hybrid keyword similarity search.<BR />Ref&nbsp; &nbsp;<A href="https://docs.databricks.com/aws/en/generative-ai/vector-search" target="_blank">Mosaic AI Vector Search | Databricks Documentation</A>&nbsp; &nbsp;<A href="https://docs.databricks.com/aws/en/generative-ai/create-query-vector-search" target="_blank">How to create and query a vector search index | Databricks Documentation</A></P> Mon, 31 Mar 2025 10:10:53 GMT https://community.databricks.com/t5/generative-ai/vector-quantization/m-p/114058#M815 santhakumar11 2025-03-31T10:10:53Z