Full-Stack Multi-Agent Architecture

Directory layout

backend/
├── app/
│   ├── main.py       # FastAPI app — REST endpoints + WebSocket handler
│   ├── agents.py     # AG2 agent team definition and run_team() entry point
│   └── schemas.py    # Pydantic models shared between endpoints and agents
└── tests/
    └── test_api.py