MemSearch Jev reranking

What Jev does in MemSearch Jev reranking

The project describes itself this way: Coding-agent memory: an optional Jev reranker asks Noul questions about retrieved Markdown chunks and sorts them by relevance to the query, with bilingual evaluation results. In the Community additions category, Jev typically decides a single well-defined judgment, such as a label, a score or a yes/no check.

Verification

Verified. We confirmed this repository and its Jev relevance through the GitHub API and the source lists below. A specific file link has not been recorded yet.

Topics

• agent
• agent-memory
• claude-code
• claude-code-plugin
• codex
• deepseek
• deepseek-harness
• dsh
• dsh-plugin
• embeddings
• hybrid-search
• jev
• long-term-memory
• memory

How Community additions projects use Jev

Projects added from community lists and direct submissions. Many are small, single-purpose experiments, which makes them some of the easiest places to see how a Jev question is framed in real code.

Related Jev projects in Community additions

1. Search with Jev and Milvusmilvus-io/bootcampSearch engineering: nine runnable notebooks combine Gemini embeddings and Milvus retrieval with Jev Noul and Choice judgments, while Python applies ranking, filtering, routing, and stopping policies to synthetic examples.★ 2,445
   Jupyter Notebook
2. fxvercel-labs/fxCoding agent: ships a `typesafe_permission_reviewer` builtin so the agent's permission decisions run through Jev rather than an LLM call.★ 3,126
   Zig
3. minutessilverstein/minutesMeeting notes: local-first transcription app whose live voice path runs its evaluations through Jev.★ 1,494
   Rust
4. v-modal/awesome-jev-toolsv-modal/awesome-jev-toolsTools only, no articles or models.★ 657
5. heyjunpenn/awesome-jevheyjunpenn/awesome-jevLarge table of projects with stars, language and last-commit date, plus a searchable site.★ 520
   TypeScript
6. vonwfzyx/vonOpen alternative: a 395M non-autoregressive System One model that answers typed questions with calibrated probabilities in under 15 ms, positioned as a local drop-in replacement for Jev.★ 483
   Python

See all 156 Community additions projects →

Where we found it

• yibie/awesome-jev