VeraTools / vera
Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.
Why this job: topics: rag, embeddings, semantic-search, vector-search

What it does
Describe what the code does, and Vera finds it. Ask for "where expired sessions are cleaned up" and you get back the functions and classes that do it, ranked, with file paths and line ranges. Exact names work too.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 6 days ago
- Stars
- 123
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- 3 systems
- Mac, Windows, Linux
- Latest version
- v2.3.1
- Released 6 days ago
- Built with
- Rust
- 84% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 152 merged
- 0 waiting
- Releases
- 79
- 30+ in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| zvec-ai / zvec-grep | 4,294 | today | Apache-2.0 | No downloads |
| yoanbernabeu / grepai | 1,946 | 10 days ago | MIT | Mac, Windows, Linux |
| lyonzin / knowledge-rag | 303 | 2 days ago | MIT | No downloads |
More: download files, languages, topics and project record
Download files, v2.3.1
- Mac2 files, 9 downloads
- Windows1 file, 4 downloads
- Linux3 files, 18 downloads
Languages
- Rust 84%
- Python 8%
- C 5%
- JavaScript 3%
Topics
- bm25
- cli
- code-search
- code-search-engine
- cross-encoder
- embeddings
- local
- mcp
- mcp-server
- onnx
- rag
- reranking
Project record
- JobRAG and search
- StatusListed
- Commits680
- Forks17
- Watching0
- Stars in 28 days+4
- CreatedMar 22, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
