Python · MIT
didilili/shopkeeper-agent
📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。
★ 507
Stars
148 forks · 3 open issues
+2.9/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
35.2
Momentum / 100
see the breakdown below
6mo ago
Created
last push 24d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 11.2 | +2.9/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 3.0 | last week ran 1.20× the monthly pace |
| Freshness | 15 | 13.2 | last push 24d ago; decays to zero at 180 days |
| Scale | 15 | 7.8 | 507 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 35.2 | sum of the above |
Detail
| Topics | agent-workflowai-agentelasticsearchfastapilangchainlanggraphllmnl2sqlqdrantragvector-database |
| Matched on | RAG (vector-database) |
| Short window | +20 stars over 7 days = 2.9/day |
| Long window | +62 stars over 26 days = 2.4/day |
| Lifetime average | 2.49 stars/day over 203 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |