BM25 search implementation with PGVector required.

[F0restN]

for function similarity_search. Langchain provided similarity search function are:

1. Not validated if re-ranked based on similarity score, which affect the accuracy of retrieved most relevant memory.
2. Without keyword search, short query may not able to retrieve any memory