Jev Reranker — npmjs.com

Install the CLI from npm with npm install --global jev-reranker, or run it without a global install via npx jev-reranker --help. It requires Node.js 14 or later on macOS, Linux, or Windows on x64 or Arm64.

It needs a TYPESAFE_API_KEY. Create a key in the TypeSafe dashboard, then export it in your shell before running the CLI; the tool sends its judging work to TypeSafe's API.

Stdin must contain one JSON array whose items are objects, and the field selected by --text-field must be a string, defaulting to text. Stdout is a JSON array carrying the original fields plus the selected mode's output field.

Rerank and filter make one request per 30 candidates, and a batch too large for one request is split, adding requests. Compression scores every sentence or line, so long candidates need more requests.

Rerank sorts candidates best-first by rerankScore. Filter removes candidates that provide no usable evidence, keeping input order and adding evidenceScore. Compress returns retained passages in source order as compressedText for shorter LLM context.

No. Existing retrieval scores do not affect Jev's judgment or the output order, and every candidate is scored before --top applies, so Jev can move a relevant document that search ranked low to the top.

Sentence and line extraction is intended for prose. For code, tables, and unusual formatting, whole-document filter mode may work better. Selected context fields help Jev interpret the text but are not copied into compressedText.