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Two-tier hybrid local search for Rust and the fsfs CLI: sub-millisecond first-pass results from a Potion/Model2Vec fast tier, then MiniLM quality refinement. Fuses native pure-Rust BM25 (Quill engine) and semantic vector search with Reciprocal Rank Fusion. Progressive iterator API, f16 SIMD vector index, feature-gated compilation.