LearningCircuit/local-deep-research
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
9.2k stars · 845 forks · Python
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 74% of human commits in the last year, so the project depends on them continuing. (source 1, source 2)
What would change this
- A second person takes a substantial share of commits.
- Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.; Authors in the last 90 days are counted from the sampled commits only.; Only 2 recent issues can be checked for a response, too few to measure response time.)
Maintenance
PartialActive
- Human commits, 30 days
- 412
- Human commits, 90 days
- 828
- Human commits, 365 days
- 5k
- Bot share of commits, 365 days
- 16%
- Last commit
- Oct 14, 2026 (8 hours ago)
- Last human commit
- Oct 14, 2026 (8 hours ago)
- Authors, 90 days
- 23
- Last release
- Aug 28, 2026 (1 month ago)
- Median PR merge time
- 6 hours
Responsiveness: of 2 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
- Authors in the last 90 days are counted from the sampled commits only.
- Only 2 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Personal account
- Commits sampled
- 420 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 2
- Contributors
- 92
Top committers
- LearningCircuit: 74% of commits
- L4XB: 8% of commits
- skbs-eng: 7% of commits
- roian6: 1% of commits
- cycsmail: 1% of commits
- Shares come from the newest sampled commits, since the commit sample is capped.
Sources: Commits, Contributors
Stars
CompleteMostly organic, confidence high
Bursts
- Mar 16, 2025 to Mar 25, 2025: about 757 more stars than usual, peak 203 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- May 4, 2025 to May 7, 2025: about 219 more stars than usual, peak 103 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Jun 25, 2025 to Jun 28, 2025: about 147 more stars than usual, peak 69 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Feb 5, 2026 to Feb 6, 2026: about 52 more stars than usual, peak 46 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- May 2, 2026 to May 24, 2026: about 3.4k more stars than usual, peak 578 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- 1 stars GitHub has since removed (tracked since Oct 14, 2026).
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- Anyone can buy stars for any repo, so this describes the star history only.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- MIT (OSI-approved)
- A year ago
- MIT (OSI-approved)
Packages
- local-deep-research (PYPI): latest 1.10.7, published Aug 28, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
Sources: GitHub: LearningCircuit/local-deep-research, deps.dev: PyPI local-deep-research
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/LearningCircuit/local-deep-research)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 14, 2026: Caution