CalibratedDecisions.

Repo · Search & RAG

jsort

Semantic sort CLI: order lines (or paragraphs/files/JSONL/CSV fields) along a plain-English dimension using pairwise TypeSafe Jev comparisons and a…

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How builders describe it

Sort by meaning: order lines along a plain-English dimension, from pairwise comparisons judged by TypeSafe's Jev model.
Semantic sort CLI: order lines (or paragraphs/files/JSONL/CSV fields) along a plain-English dimension using pairwise TypeSafe Jev comparisons and a Bradley–Terry scale.

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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