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Fixes langchain-ai/langchain#33081 - FalkorDB package uses only Euclidean even if Cosine distance is specified #351
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Sathyanarayanan-ops
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Fixed failing tests, sorry and thanks ! Looks like CI's are failing due to some deps issue ,I'm hoping nothing from my side is needed ? It was working fine and passing all tests till prev merge into main. |
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Fix: Correct FalkorDB distance strategy handling and typo
What
This PR addresses multiple issues in the FalkorDB integration:
Minor typo & formatting
Corrected EULIDEAN_DISTANCE → EUCLIDEAN_DISTANCE in the distance_strategy validation error message.
Fixed minor formatting issues with quotation marks and backticks for consistency.
Bug fixes in falkordb-langchain distance strategy handling
create_new_index_on_relationship()now passesself._distance_strategyinstead of always defaulting to Euclidean, so relationship indexes
are created with the caller’s chosen metric.
distance_strategyparameter to__from(from_documents/from_texts) and forward it when constructing aFalkorDBVector,ensuring the configured metric is respected throughout.
similarity_search_with_score_by_vector()to use eithervec.cosineDistanceorvec.euclideanDistancedepending onself._distance_strategywhen performing metadata-filtered searches.Tests
Added unittests to verify correct metric selection across index creation and search.
Why
Previously, FalkorDB integrations always defaulted to Euclidean distance, regardless of the user-specified distance_strategy. This caused incorrect behavior in scenarios where cosine similarity was intended.
Added coverage via unittests.
These changes fix incorrect metric assumptions and make distance selection
consistent across index creation and search.