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This PR introduces two key improvements:

  • Filter bindings: Values used in filter operations are now passed as bind variables, improving security and reducing the risk of SQL injection.
  • OracleEmbeddings Optimization: When using OracleEmbeddings with OracleVS, embeddings are no longer extracted and returned to the Python client. Instead, they are computed and used directly within the database, improving efficiency and reducing data transfer overhead.

@oracle-contributor-agreement oracle-contributor-agreement bot added the OCA Verified All contributors have signed the Oracle Contributor Agreement. label Aug 18, 2025
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Hi @sudarshan12s, @forkhroy and @skmishraoracle, please feel free to share any feedback. I'd be happy to address it.

@ashutoshSce ashutoshSce merged commit 3b115a4 into oracle:main Sep 2, 2025
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3 participants