Python · MIT
Zleap-AI/SAG
A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.
★ 2.7k
Stars
186 forks · 3 open issues
+6.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
29.7
Momentum / 100
see the breakdown below
12mo ago
Created
last push 6d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 5.1 | +6.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.27× the monthly pace |
| Freshness | 15 | 14.7 | last push 6d ago; decays to zero at 180 days |
| Scale | 15 | 9.9 | 2.7k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 29.7 | sum of the above |
Detail
| Topics | agentaidata-engineeringgraphragknowledge-baseknowledge-graphknowledge-graphsllmragsagvector-search |
| Matched on | RAG (rag) Data (data-engineering) |
| Short window | +6 stars over 7 days = 0.9/day |
| Long window | +82 stars over 26 days = 3.2/day |
| Lifetime average | 7.30 stars/day over 363 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |