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 →

7.3

GitHub Metrics

Stars

9.3k

Forks

861

Open Issues

1.2k

Watchers

Contributors

Weekly Commits

195

Language

Python

License

MIT

Last Commit

Oct 17, 2026

Created

Feb 9, 2025

Latest Release

v1.10.7

Release Date

Aug 28, 2026

Synced: Oct 17, 2026

Quality Scores

Documentation Qualityw: 20%

6.3

No dedicated docs site. Description: 248 chars. Stars signal: 9,276. Contributors: 96. Score: 6.3/10

Community Healthw: 20%

6.9

Stars: 9,276. Contributors: 96. Watchers: 42. Forks: 861. Issue ratio: 12.6%. Score: 6.9/10

Maintenance Velocityw: 15%

9.6

Last commit: 0d ago. Weekly commits: 195. Latest release: v1.10.7. Maturity bonus: 1.7y old. Score: 9.6/10

API Design & DXw: 20%

5.9

Stars/issues ratio: 8. Dynamic language: Python. No dedicated API docs. Permissive license: MIT. Popularity signal: 9,276 stars. Score: 5.9/10

Production Readinessw: 15%

7.6

Battle-tested: 9,276 stars. Peer review: 96 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: 861. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 9,276 stars. Score: 8.5/10