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feat: Making feast vector store with open ai search api compatible#6121

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patelchaitany wants to merge 1 commit intofeast-dev:masterfrom
patelchaitany:enh/openai-compatibel-store-api
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feat: Making feast vector store with open ai search api compatible#6121
patelchaitany wants to merge 1 commit intofeast-dev:masterfrom
patelchaitany:enh/openai-compatibel-store-api

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What this PR does / why we need it:

This PR making the feast vector store api with open ai search api compatible so.

the current changes are creating an new rest api end point which is compatible with open ai search api and also it include an extra field in the metadata named features_to_retrieve(allows to retrieve specific feature) and content_field (which field include the main content or Chunk document)

what things are missing :

 1. It only supports the normal query string need to have some embedding mode which embed the query string.
 2. If need it could also support the feature service
 3. Support the filters params (Require changes in the vector store retrieve query.) 

Which issue(s) this PR fixes:

#5615

Misc

@ntkathole ntkathole changed the title feat: making feast vector store with open ai search api compatible feat: Making feast vector store with open ai search api compatible Mar 17, 2026
@patelchaitany patelchaitany force-pushed the enh/openai-compatibel-store-api branch 3 times, most recently from e438181 to e45f167 Compare March 23, 2026 10:47
Signed-off-by: Chaitany patel <patelchaitany93@gmail.com>
@patelchaitany patelchaitany force-pushed the enh/openai-compatibel-store-api branch from e45f167 to c8392a9 Compare March 23, 2026 11:17
@patelchaitany patelchaitany changed the title feat: Making feast vector store with open ai search api compatible feat: Making feast vector store with open ai search api compatible Mar 23, 2026
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