A research engine for agents — read-only SQL, typed search, and compositional vector search over a web-scale corpus.

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A Rust library and CLI for ranking with LLM judges: pairwise ratio judgments fitted into calibrated cardinal scores with uncertainty, active pair selection, budget control, and full cost records. MIT.