Entity-based chunk filtering reduces RAG vector index size by 25-36% with retrieval quality near baseline levels.
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
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Reducing Redundancy in Retrieval-Augmented Generation through Chunk Filtering
Entity-based chunk filtering reduces RAG vector index size by 25-36% with retrieval quality near baseline levels.