Streamlit UI ↓ LangGraph Supervisor ├── Validation Agent → DB tools (customer/order checks) ├── Policy Agent → FAISS + tier rules + refund calculator └── Communication Agent → Gmail templates + audit ...
A natural-language interface over an e-commerce database — ask a business question in plain English, get a data-backed answer, with the SQL shown for transparency. This project directly targets the JD ...