llmware-ai/llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
14.8k stars · 2.9k forks · Python
Caution
Caution: one person wrote most of the recent commits.
Why
- One person wrote 100% 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.
Maintenance
CompleteSlowing
- Human commits, 30 days
- 10
- Human commits, 90 days
- 10
- Human commits, 365 days
- 160
- Bot share of commits, 365 days
- 0%
- Last commit
- Oct 1, 2026 (13 days ago)
- Last human commit
- Oct 1, 2026 (13 days ago)
- Authors, 90 days
- 1
- Last release
- Oct 1, 2026 (13 days ago)
- Median PR merge time
- under an hour
Responsiveness: of 1 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Only 1 recent issues can be checked for a response, too few to measure response time.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 160 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 77
Top committers
- doberst: 100% of commits
Sources: Commits, Contributors
Stars
CompleteMostly organic, confidence high
Bursts
- Dec 11, 2023 to Dec 21, 2023: about 708 more stars than usual, peak 267 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 11, 2024 to Feb 20, 2024: about 583 more stars than usual, peak 222 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks, a jump in issues and pull requests.
- May 8, 2024 to May 13, 2024: about 438 more stars than usual, peak 181 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Oct 14, 2024 to Nov 1, 2024: about 1.4k more stars than usual, peak 215 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Nov 30, 2024 to Dec 1, 2024: about 1.3k more stars than usual, peak 1.2k in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- Jan 20, 2025 to Jan 22, 2025: about 55 more stars than usual, peak 39 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 9, 2025 to Feb 24, 2025: about 1.1k more stars than usual, peak 193 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- May 24, 2025 to May 26, 2025: about 261 more stars than usual, peak 158 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Jun 30, 2025 to Jul 7, 2025: about 433 more stars than usual, peak 180 in one day, a shape we can't classify. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Sep 1, 2025 to Sep 2, 2025: about 54 more stars than usual, peak 34 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Sep 12, 2025 to Sep 15, 2025: about 58 more stars than usual, peak 27 in one day, a shape we can't classify. Outside explanation: a jump in forks.
- Feb 1, 2026 to Feb 4, 2026: about 302 more stars than usual, peak 164 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- 2 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.
- Some star bursts have no matching forks, issues, releases, or launch coverage.
- 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
- Apache-2.0 (OSI-approved)
- A year ago
- Apache-2.0 (OSI-approved)
Packages
- llmware (PYPI): latest 0.4.7, published Oct 1, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/llmware-ai/llmware)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 14, 2026: Caution
Computed 8 hours ago · method 2026.10.2