langchain/libs/partners/qdrant/tests
Vincent Emonet 3645181d0e
qdrant: Add similarity_search_with_score_by_vector() function to the QdrantVectorStore (#29641)
Added `similarity_search_with_score_by_vector()` function to the
`QdrantVectorStore` class.

It is required when we want to query multiple time with the same
embeddings. It was present in the now deprecated original `Qdrant`
vectorstore implementation, but was absent from the new one. It is also
implemented in a number of others `VectorStore` implementations

I have added tests for this new function

Note that I also argued in this discussion that it should be part of the
general `VectorStore`
https://github.com/langchain-ai/langchain/discussions/29638

Co-authored-by: Erick Friis <erick@langchain.dev>
2025-02-07 00:55:58 +00:00
..
integration_tests qdrant: Add similarity_search_with_score_by_vector() function to the QdrantVectorStore (#29641) 2025-02-07 00:55:58 +00:00
unit_tests qdrant: new Qdrant implementation (#24164) 2024-07-12 04:52:02 +02:00
__init__.py