feat: add EmbeddingsFilter contextual compression to HybridRetriever …#133
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bhavyakeerthi3 wants to merge 1 commit intoreactome:mainfrom
Open
feat: add EmbeddingsFilter contextual compression to HybridRetriever …#133bhavyakeerthi3 wants to merge 1 commit intoreactome:mainfrom
bhavyakeerthi3 wants to merge 1 commit intoreactome:mainfrom
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🐛Summary
Closes #132
Wraps the HybridRetriever with a
ContextualCompressionRetrieverusingLangChain's
EmbeddingsFilterto discard low-relevance documents beforethey reach the LLM.
Changes
EmbeddingsFiltercompressor withsimilarity_threshold=0.76ContextualCompressionRetrieverImpact