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 →

7.1

GitHub Metrics

Stars

8.6k

Forks

759

Open Issues

263

Watchers

Contributors

Weekly Commits

Language

Python

License

MIT

Last Commit

Jun 29, 2026

Created

Feb 9, 2025

Latest Release

v1.7.0

Release Date

Jun 5, 2026

Synced: Jun 29, 2026

Quality Scores

Documentation Qualityw: 20%

6.1

No dedicated docs site. Description: 248 chars. Stars signal: 8,611. Contributors: 58. Score: 6.1/10

Community Healthw: 20%

7.0

Stars: 8,611. Contributors: 58. Watchers: 35. Forks: 759. Issue ratio: 3.1%. Score: 7/10

Maintenance Velocityw: 15%

7.6

Last commit: 0d ago. Weekly commits: 0. Latest release: v1.7.0. Maturity bonus: 1.4y old. Score: 7.6/10

API Design & DXw: 20%

6.8

Stars/issues ratio: 33. Dynamic language: Python. No dedicated API docs. Permissive license: MIT. Popularity signal: 8,611 stars. Score: 6.8/10

Production Readinessw: 15%

7.4

Battle-tested: 8,611 stars. Peer review: 58 contributors. Versioned: v1.7.0. Licensed: MIT. Age: 1.4 years. Maintenance: last commit 0d ago. Score: 7.4/10

Ecosystem Integrationw: 10%

8.4

Fork interest: 759. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 8,611 stars. Score: 8.4/10