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Jev Semgrep

Grep by meaning instead of regex: Jev scores every line, meanings combine with AND, OR, and NOT, and one query matches across Japanese, French, German, Spanish, and more.
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JavaScript
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3 min
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Author
uehaj
Last verified
Sep 2026

uehaj/jev-semgrep

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grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる

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8
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Updated Oct 2026

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About this project

Background and design notes (Japanese): Jevのキラーアプリ、「意味で探す grep」を作った on Zenn. A grep that finds lines by what they mean, not by regular expressions. Matching is done by Jev, the System One model from TypeSafe AI. Jev does not generate text. It answers typed questions with probabilities, so for every line sys1grep asks "does this line match the meaning network failure?", gets a probability back, and applies a threshold. ▶ Click the demo, or open uehaj.github.io/sys1grep , for the full demo on the landing page.

Quoted from the project's README. Read the full README.

Highlights

  • 30 lines per request with 8 requests in flight, so a 210-line file finishes in under a second.
  • Meanings combine with AND, OR, and NOT, and -p prints per-line probabilities.
  • One query can find matching lines across Japanese, French, Russian, German, Spanish, Chinese, and Korean.
  • Zero dependencies in a single file, plus a Claude Code skill.

Watch out

Repeated queries pay for the whole corpus again, and Japanese meanings wobble near the threshold.

Questions about this entry

Short answers drawn from the linked project or page.

Reactions & coverage

Posts, threads, and videos about this entry from around the web.

X: Both Jev 1.13 and 1.14 score 29 of 30 on 30 Turkish buyer and seller messages

X: LinkedIn bookmarks search

X: 1,066 reaction videos, searchable

X: Intent-based search in a Chrome extension

From the Jev guides

Original write-ups on what this entry is for.

From the Jev AI model community

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