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Achieving 58.2% accuracy on conversational-memory tasks, ReFind shows that unstructured chat logs can rival complex memory systems when paired with intelligent search controls.
BM25 outperforms all competitors at scale, revealing that lexical retrieval is the most efficient choice for large corpus sizes.