Python · MIT
JEen-wang/Adaptive-rag
按问题复杂度自动分流的电商客服 RAG：简单问题直接回答；复杂问题经过多跳检索并自我纠错；查单、退改通过工具调用完成，且高风险写操作必须先经人工确认。基于 FastAPI 和 LangGraph，混合检索并附带引用，内置离线评测与 Prometheus 指标。涵盖简历写法和项目面试拷打
★ 221
Stars
27 forks · 2 open issues
+5.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
36.4
Momentum / 100
see the breakdown below
40d ago
Created
last push 17d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 15.8 | +5.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.88× the monthly pace |
| Freshness | 15 | 13.8 | last push 17d ago; decays to zero at 180 days |
| Scale | 15 | 6.8 | 221 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 36.4 | sum of the above |
Detail
| Topics | adaptive-ragllm-agentsragrag-evaluationrag-pipelineself-rag |
| Matched on | RAG (rag) |
| Short window | +40 stars over 7 days = 5.7/day |
| Long window | +98 stars over 15 days = 6.5/day |
| Lifetime average | 5.95 stars/day over 37 days |
| First seen here | 2026-10-21 |
| Last read | 2d ago |