Python · MIT
ucbepic/docetl
A system for agentic LLM-powered data processing and ETL
★ 4.2k
Stars
464 forks · 46 open issues
+7.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
58.0
Momentum / 100
see the breakdown below
2y ago
Created
last push 8d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 18.0 | +7.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 15.0 | last week ran 2.87× the monthly pace |
| Freshness | 15 | 14.5 | last push 8d ago; decays to zero at 180 days |
| Scale | 15 | 10.5 | 4.2k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 58.0 | sum of the above |
Detail
| Topics | agentsdatadata-pipelinesdocument-analysisdocument-processingeltetlllmpythonsemantic-dataunstructured-dataunstructured-data-analysisworkflow |
| Matched on | Data (etl) |
| Short window | +54 stars over 7 days = 7.7/day |
| Long window | +70 stars over 26 days = 2.7/day |
| Lifetime average | 4.94 stars/day over 849 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |