Python · MIT
zilliztech/vector-graph-rag
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
★ 265
Stars
44 forks · 6 open issues
+3.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
25.0
Momentum / 100
see the breakdown below
9mo ago
Created
last push 22d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.0 | +3.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 1.7 | last week ran 1.11× the monthly pace |
| Freshness | 15 | 13.3 | last push 22d ago; decays to zero at 180 days |
| Scale | 15 | 7.0 | 265 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 25.0 | sum of the above |
Detail
| Topics | graph-raggraphragjevknowledge-baseknowledge-graphmilvusmultihop-question-answeringragsotavector-databasevisualization |
| Matched on | RAG (vector-database) |
| Short window | +3 stars over 7 days = 0.4/day |
| Long window | +10 stars over 26 days = 0.4/day |
| Lifetime average | 0.97 stars/day over 273 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |