updated refrences and localdeployment

Author: Dhruvkumar-Microsoft

docs/DeploymentGuide.md

@@ -332,9 +332,9 @@ After successful deployment:
     ```
 
 
-2. **[Optional]** Set up authentication for your web application by following the steps in [Set Up Authentication in Azure App Service](../docs/azure_app_service_auth_setup.md).
+2. After executing the above script, the system will present available use case scenarios for selection. You can choose individual scenarios or deploy all use cases simultaneously. Upon selection, the corresponding datasets and configuration files for the chosen use case(s) will be uploaded to your Azure environment.
 
-3. When Deployment is complete, follow steps in [Set Up Authentication in Azure App Service](../docs/azure_app_service_auth_setup.md) to add app authentication to your web app running on Azure App Service
+![Usecase selection](./images/Usecase_selection.png)
 
 
 ### 5.2 Configure Authentication (Optional)

docs/LocalDevelopmentSetup.md

@@ -33,7 +33,7 @@ Multi-Agent-Custom-Automation-Engine-Solution-Accelerator/    ← Repository roo
 │   ├── backend/                            ← cd src/backend
 │   │   ├── .venv/                          ← Virtual environment
 │   │   └── .env                            ← Backend config file
-│   │   └── app_kernel.py                   ← Backend Entry Point
+│   │   └── app.py                          ← Backend Entry Point
 │   ├── frontend/                           ← cd src/frontend
 │   │   ├── node_modules/                   ← npm dependencies
 │   │   ├── .venv/                          ← Virtual environment
@@ -330,7 +330,7 @@ py -3.12 -m uv sync
 ### 4.4. Run the Backend
 
 ```bash
-python app_kernel.py
+python app.py
 ```
 
 The Backend API will start at:
@@ -508,7 +508,7 @@ Before using the application, confirm all three services are running in separate
 
 | Terminal | Service | Command | Expected Output | URL |
 |----------|---------|---------|-----------------|-----|
-| **Terminal 1** | Backend | `python app_kernel.py` | `INFO: Application startup complete.`  | http://localhost:8000 |
+| **Terminal 1** | Backend | `python app.py` | `INFO: Application startup complete.`  | http://localhost:8000 |
 | **Terminal 2** | MCP Server | `python mcp_server.py --transport streamable-http --host 0.0.0.0 --port 9000` | `INFO: Uvicorn running on http://0.0.0.0:9000 (Press CTRL+C to quit)` | http://localhost:9000 |
 | **Terminal 3** | Frontend | `python frontend_server.py` | `Local: http://localhost:3000/` | http://localhost:3000 |