feat: Making feast vector store with open ai search api compatible by patelchaitany · Pull Request #6121 · feast-dev/feast

patelchaitany · 2026-03-17T11:38:02Z

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

Signed-off-by: Chaitany patel <patelchaitany93@gmail.com>

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 force-pushed the enh/openai-compatibel-store-api branch 4 times, most recently from e45f167 to c8392a9 Compare March 23, 2026 11:17

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

patelchaitany force-pushed the enh/openai-compatibel-store-api branch 5 times, most recently from 7e8adfb to 3f541ad Compare March 24, 2026 11:29

patelchaitany marked this pull request as ready for review March 24, 2026 11:29

patelchaitany requested review from a team as code owners March 24, 2026 11:29

patelchaitany requested review from HaoXuAI, nquinn408 and redhatHameed and removed request for a team March 24, 2026 11:29