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@vemonet vemonet commented Feb 6, 2025

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 #29638

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@dosubot dosubot bot added the lgtm label Feb 7, 2025
@efriis efriis enabled auto-merge (squash) February 7, 2025 00:54
@efriis efriis merged commit 3645181 into langchain-ai:master Feb 7, 2025
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