Python · MIT
Laurent00TT/PharosRAG
Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.
★ 241
Stars
1 forks · 0 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
15.4
Momentum / 100
see the breakdown below
5mo ago
Created
last push 2mo 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 | 8.5 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 6.9 | 241 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 15.4 | sum of the above |
Detail
| Topics | agentic-ragembeddingsfastapihybrid-searchknowledge-basellmlocal-firstmcpmodel-context-protocolpythonqdrantragretrieval-augmented-generationself-hosted |
| Matched on | RAG (embeddings, retrieval-augmented-generation) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +-2 stars over 26 days = -0.1/day |
| Lifetime average | 1.47 stars/day over 164 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |