katanaml/sparrow
Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM
5.2k stars · 517 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
- 1
- Human commits, 90 days
- 15
- Human commits, 365 days
- 232
- Bot share of commits, 365 days
- 0%
- Last commit
- Oct 8, 2026 (6 days ago)
- Last human commit
- Oct 8, 2026 (6 days ago)
- Authors, 90 days
- 1
- Last release
- Jun 5, 2026 (4 months ago)
- Median PR merge time
- 17 hours
Responsiveness: of 0 recent issues, n/a got a maintainer reply. Median first response: n/a.
- Only 0 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
- 232 since Oct 14, 2025
- Authors for half of commits
- 1
- Authors for 80% of commits
- 1
- Contributors
- 4
Top committers
- abaranovskis-redsamurai: 100% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence high
Bursts
- Oct 6, 2022 to Oct 8, 2022: about 42 more stars than usual, peak 21 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jun 11, 2023 to Jun 13, 2023: about 77 more stars than usual, peak 45 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Sep 25, 2023 to Sep 25, 2023: about 13 more stars than usual, peak 13 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jan 8, 2024 to Jan 18, 2024: about 290 more stars than usual, peak 79 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Apr 15, 2024 to Apr 23, 2024: about 446 more stars than usual, peak 151 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- May 6, 2024 to May 7, 2024: about 75 more stars than usual, peak 52 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Aug 14, 2024 to Aug 22, 2024: about 648 more stars than usual, peak 232 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Aug 27, 2024 to Aug 30, 2024: about 271 more stars than usual, peak 189 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Dec 9, 2024 to Dec 14, 2024: about 226 more stars than usual, peak 99 in one day, a shape we can't classify. Outside explanation: a jump in forks.
- Feb 13, 2025 to Feb 17, 2025: about 85 more stars than usual, peak 50 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jul 23, 2025 to Jul 27, 2025: about 252 more stars than usual, peak 104 in one day, a spike that tapers off. Outside explanation: a jump in forks.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- GPL-3.0 (OSI-approved)
- A year ago
- GPL-3.0 (OSI-approved)
Packages
No published packages found.
Sources: GitHub: katanaml/sparrow
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/katanaml/sparrow)Earlier verdicts
- Oct 14, 2026: Caution
- Oct 14, 2026: Caution
Computed 7 hours ago · method 2026.10.2