Python
Francis1998/scholar-rag-agent
Local-first scientific literature RAG with frozen evidence, exact human annotations, paper screening, and reproducible offline workflows.
★ 149
Stars
18 forks · 3 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
21.2
Momentum / 100
see the breakdown below
4mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 6.3 | 149 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 21.2 | sum of the above |
Detail
| Topics | agentic-raganthropicbibtexevidence-annotationsevidence-provenancefastapigeminigraphraghuman-in-the-loophybrid-searchkimiliteral-searchlocal-firstmulti-llmopenaipaper-screeningresearch-toolsretrieval-augmented-generationscientific-literaturesqlite |
| Matched on | RAG (retrieval-augmented-generation) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +0 stars over 26 days = 0.0/day |
| Lifetime average | 1.09 stars/day over 137 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |