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Hybrid Search
Phase 03 · RAGtechnique

Combining semantic vector search (dense) and keyword search (sparse) to catch both conceptual meaning and exact jargon.

Why it exists

Dense search understands concepts; sparse search understands exact strings. Combining both eliminates single-method blind spots.

How it works

Runs dense and sparse retrieval in parallel, then merges rankings using Reciprocal Rank Fusion (RRF) or score weighting.

Where you'll use this