community: added FalkorDB vector store support i.e implementation, test, docs an… (#26245)

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**Description:** Added support for FalkorDB Vector Store, including its
implementation, unit tests, documentation, and an example notebook. The
FalkorDB integration allows users to efficiently manage and query
embeddings in a vector database, with relevance scoring and maximal
marginal relevance search. The following components were implemented:

- Core implementation for FalkorDBVector store.
- Unit tests ensuring proper functionality and edge case coverage.
- Example notebook demonstrating an end-to-end setup, search, and
retrieval using FalkorDB.

**Twitter handle:** @tariyekorogha

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Co-authored-by: Erick Friis <erick@langchain.dev>

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Tari Yekorogha

2024-12-16 20:37:55 +01:00

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commit d262d41cc0

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libs/community/langchain_community/vectorstores/falkordb_vector.py Normal file

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