LearningCircuit/local-deep-research

RAG Libraries

Local Deep Research achieves ~95% on SimpleQA benchmark (tested with GPT-4.1-mini). Supports local and cloud LLMs (Ollama, Google, Anthropic, ...). Searches 10+ sources - arXiv, PubMed, web, and your private documents. Everything Local & Encrypted.

GitHub →

7.2

GitHub Metrics

Stars

9.4k

Forks

886

Open Issues

1.2k

Watchers

Contributors

102

Weekly Commits

Language

Python

License

MIT

Last Commit

Oct 26, 2026

Created

Feb 9, 2025

Latest Release

v1.10.7

Release Date

Aug 28, 2026

Synced: Oct 27, 2026

Quality Scores

Documentation Qualityw: 20%

6.3

No dedicated docs site. Description: 248 chars. Stars signal: 9,421. Contributors: 102. Score: 6.3/10

Community Healthw: 20%

6.9

Stars: 9,421. Contributors: 102. Watchers: 39. Forks: 886. Issue ratio: 13.2%. Score: 6.9/10

Maintenance Velocityw: 15%

9.3

Last commit: 0d ago. Weekly commits: 16. Latest release: v1.10.7. Maturity bonus: 1.7y old. Score: 9.3/10

API Design & DXw: 20%

5.9

Stars/issues ratio: 8. Dynamic language: Python. No dedicated API docs. Permissive license: MIT. Popularity signal: 9,421 stars. Score: 5.9/10

Production Readinessw: 15%

7.6

Battle-tested: 9,421 stars. Peer review: 102 contributors. Versioned: v1.10.7. Licensed: MIT. Age: 1.7 years. Maintenance: last commit 0d ago. Score: 7.6/10

Ecosystem Integrationw: 10%

8.5

Fork interest: 886. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 9,421 stars. Score: 8.5/10