Update README.md

README.md

@@ -13,35 +13,42 @@ pinned: false
 
 This Space hosts the **ARF v4 API** with an optional Gradio dashboard. It provides endpoints for risk assessment, decision history, and incident evaluation, as used by the [ARF frontend](https://arf-frontend-sandy.vercel.app).
 
+The API is built with FastAPI and mounted under the `/api` subpath, while the Gradio dashboard is served at the root (`/`).
+
 ## 🚀 Endpoints
 
+All API endpoints are prefixed with `/api`. Interactive documentation is available at `/api/docs`.
+
 | Method | Path | Description |
 |--------|------|-------------|
-| `GET` | `/health` | Health check |
+| `GET` | `/api/health` | Health check |
 | `GET` | `/api/v1/get_risk` | Current system risk (demo) |
 | `GET` | `/api/v1/history` | Recent decisions |
 | `POST` | `/api/v1/incidents/evaluate` | Evaluate an incident (placeholder) |
 | `POST` | `/api/v1/feedback` | Record outcome of a decision |
 
-Interactive API documentation is available at `/docs` (FastAPI Swagger UI).
-
 ## 🧪 Try It
 
-You can test the API directly using the Swagger UI:  
-[https://a-r-f-agentic-reliability-framework-api.hf.space/docs](https://a-r-f-agentic-reliability-framework-api.hf.space/docs)
-
-Or use the Gradio dashboard (mounted at the root) for a visual demo.
+- **Swagger UI**: [https://a-r-f-agentic-reliability-framework-api.hf.space/api/docs](https://a-r-f-agentic-reliability-framework-api.hf.space/api/docs)  
+- **Gradio dashboard**: [https://a-r-f-agentic-reliability-framework-api.hf.space/](https://a-r-f-agentic-reliability-framework-api.hf.space/)  
 
 ## 🔧 Local Development
 
-To run this Space locally:
+To run this Space locally with Docker:
 
 ```bash
+docker build -t arf-api .
+docker run -p 7860:7860 arf-api
+```
+
+Or without Docker, using Python directly:
+
+```python
 pip install -r requirements.txt
-python hf_demo.py
+uvicorn app:fastapi_app --reload --port 7860
 ```
 
-The app will be available at http://localhost:7860.
+The API will be available at http://localhost:7860/api and the Gradio UI at http://localhost:7860.
 
 📚 About ARF
 ------------