https://community.databricks.com/t5/generative-ai/is-there-a-batch-query-option-for-similar-vectors-available-in/m-p/94303#M599 <P>Hi all,</P><P>I have been exploring databrick's vector search offering, and was wondering if it had the ability to run a batch query?</P><P>I would like to be able to do something like the following where both embedding_1 and embedding_2 are separate vectors that I would like 10 results for each of them.&nbsp;</P><P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Cummings012_0-1729087701912.png" style="width: 400px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/11992i8161AA6098F7E377/image-size/medium?v=v2&amp;px=400" role="button" title="Cummings012_0-1729087701912.png" alt="Cummings012_0-1729087701912.png" /></span></P><P>I've looked through the docs for both the package and api and didn't find anything that supported this kind of batch query, but wanted to make sure I wasn't missing anything.</P><P><A href="https://docs.databricks.com/api/workspace/vectorsearchindexes/queryindex" target="_self">https://docs.databricks.com/api/workspace/vectorsearchindexes/queryindex</A>&nbsp;</P><P><A href="https://api-docs.databricks.com/python/vector-search/databricks.vector_search.html#databricks.vector_search.index.VectorSearchIndex.similarity_search" target="_self">https://api-docs.databricks.com/python/vector-search/databricks.vector_search.html#databricks.vector_search.index.VectorSearchIndex.similarity_search</A>&nbsp;</P><P>Thanks!</P><P>&nbsp;</P> Wed, 16 Oct 2024 14:21:59 GMT Cummings012 2024-10-16T14:21:59Z https://community.databricks.com/t5/generative-ai/is-there-a-batch-query-option-for-similar-vectors-available-in/m-p/94303#M599 <P>Hi all,</P><P>I have been exploring databrick's vector search offering, and was wondering if it had the ability to run a batch query?</P><P>I would like to be able to do something like the following where both embedding_1 and embedding_2 are separate vectors that I would like 10 results for each of them.&nbsp;</P><P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Cummings012_0-1729087701912.png" style="width: 400px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/11992i8161AA6098F7E377/image-size/medium?v=v2&amp;px=400" role="button" title="Cummings012_0-1729087701912.png" alt="Cummings012_0-1729087701912.png" /></span></P><P>I've looked through the docs for both the package and api and didn't find anything that supported this kind of batch query, but wanted to make sure I wasn't missing anything.</P><P><A href="https://docs.databricks.com/api/workspace/vectorsearchindexes/queryindex" target="_self">https://docs.databricks.com/api/workspace/vectorsearchindexes/queryindex</A>&nbsp;</P><P><A href="https://api-docs.databricks.com/python/vector-search/databricks.vector_search.html#databricks.vector_search.index.VectorSearchIndex.similarity_search" target="_self">https://api-docs.databricks.com/python/vector-search/databricks.vector_search.html#databricks.vector_search.index.VectorSearchIndex.similarity_search</A>&nbsp;</P><P>Thanks!</P><P>&nbsp;</P> Wed, 16 Oct 2024 14:21:59 GMT https://community.databricks.com/t5/generative-ai/is-there-a-batch-query-option-for-similar-vectors-available-in/m-p/94303#M599 Cummings012 2024-10-16T14:21:59Z https://community.databricks.com/t5/generative-ai/is-there-a-batch-query-option-for-similar-vectors-available-in/m-p/94330#M602 <P>Hi&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/125371">@Cummings012</a>&nbsp;,<BR /><BR />As per documentation it is not possible, as the API supports single queries.<BR /><BR />The workaround is to process these queries in parallel to improve throughput.</P> Wed, 16 Oct 2024 19:09:04 GMT https://community.databricks.com/t5/generative-ai/is-there-a-batch-query-option-for-similar-vectors-available-in/m-p/94330#M602 filipniziol 2024-10-16T19:09:04Z