Python · GPL-3.0
katanaml/sparrow
Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM
★ 5.2k
Stars
518 forks · 0 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
31.4
Momentum / 100
see the breakdown below
4y ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 3.6 | last week ran 1.24× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 10.8 | 5.2k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 31.4 | sum of the above |
Detail
| Topics | agentic-aicomputer-visiondocumentaihuggingface-transformersllmmachinelearningvllm |
| Matched on | AI Agents (agentic-ai) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +6 stars over 26 days = 0.2/day |
| Lifetime average | 2.97 stars/day over 1,762 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |