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community: add score to PineconeHybridSearchRetriever (#25781)

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**Description:**

Adds the 'score' returned by Pinecone to the
`PineconeHybridSearchRetriever` list of returned Documents.

There is currently no way to return the score when using Pinecone hybrid
search, so in this PR I include it by default.

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
This commit is contained in:
Cillian Berragan 2024-08-28 14:11:06 +01:00 committed by GitHub
parent 3f1d652f15
commit 754f3c41f9
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1 changed files with 4 additions and 3 deletions
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7
libs/community/langchain_community/retrievers/pinecone_hybrid_search.py
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@ -173,8 +173,9 @@ class PineconeHybridSearchRetriever(BaseRetriever):
final_result = [] final_result = []
for res in result["matches"]: for res in result["matches"]:
context = res["metadata"].pop("context") context = res["metadata"].pop("context")
final_result.append( metadata = res["metadata"]
Document(page_content=context, metadata=res["metadata"]) if "score" not in metadata and "score" in res:
) metadata["score"] = res["score"]
final_result.append(Document(page_content=context, metadata=metadata))
# return search results as json # return search results as json
return final_result return final_result