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Scrutator

The foundational search and retrieval engine for the entire ecosystem. BGE-M3 embeddings (dense + sparse + ColBERT), PostgreSQL with pgvector, hybrid search with Reciprocal Rank Fusion, adaptive semantic chunking, and a Dreaming module that periodically reorganizes knowledge — building cross-references, detecting contradictions, and strengthening semantic links. Open source, MIT license.

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