CalibratedDecisions.

Repo · Search & RAG

jgrep

Filters text, structured records, functions, and diff hunks against plain-English descriptions using Jev Noul judgments.

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How builders describe it

Grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.

The decision Jev makes

Rank candidates against a query, or answer whether a passage is relevant.

Where it fits

Search pipelines retrieve too much. These projects use Jev as a reranker or relevance check after the first search, so only useful results reach the user or the model. All 56 search & rag projects →

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