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https://github.com/hwchase17/langchain
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415d38ae62
This PR addresses a few minor issues with the Cassandra vector store implementation and extends the store to support Metadata search. Thanks to the latest cassIO library (>=0.1.0), metadata filtering is available in the store. Further, - the "relevance" score is prevented from being flipped in the [0,1] interval, thus ensuring that 1 corresponds to the closest vector (this is related to how the underlying cassIO class returns the cosine difference); - bumped the cassIO package version both in the notebooks and the pyproject.toml; - adjusted the textfile location for the vector-store example after the reshuffling of the Langchain repo dir structure; - added demonstration of metadata filtering in the Cassandra vector store notebook; - better docstring for the Cassandra vector store class; - fixed test flakiness and removed offending out-of-place escape chars from a test module docstring; To my knowledge all relevant tests pass and mypy+black+ruff don't complain. (mypy gives unrelated errors in other modules, which clearly don't depend on the content of this PR). Thank you! Stefano --------- Co-authored-by: Bagatur <baskaryan@gmail.com> |
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| .. | ||
| cassandra_chat_message_history.ipynb | ||
| dynamodb_chat_message_history.ipynb | ||
| entity_memory_with_sqlite.ipynb | ||
| index.mdx | ||
| momento_chat_message_history.ipynb | ||
| mongodb_chat_message_history.ipynb | ||
| motorhead_memory_managed.ipynb | ||
| motorhead_memory.ipynb | ||
| postgres_chat_message_history.ipynb | ||
| redis_chat_message_history.ipynb | ||
| rockset_chat_message_history.ipynb | ||
| sql_chat_message_history.ipynb | ||
| streamlit_chat_message_history.ipynb | ||
| xata_chat_message_history.ipynb | ||
| zep_memory.ipynb | ||