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Hybrid search with HNSW and BM25 reranking

Via r/LocalLlama
Thursday, May 7, 2026 · 2:46PM
Summary

Trying to build good search is hard: keyword search alone misses semantic meaning, and pure vector search often misses exact technical matches. I explored a hybrid approach combining BM25 full-text search, HNSW vector search and Reciprocal Rank Fusion (RRF) reranking as a way to address this. The in

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