add AVM Post Deployment Guide

Author: Harsh-Microsoft

docs/AVMPostDeploymentGuide.md

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+# AVM Post Deployment Guide
+
+This document provides guidance on post-deployment steps after deploying the Multi-Agent Custom Automation Engine Solution Accelerator from the [AVM (Azure Verified Modules) repository](https://github.com/Azure/bicep-registry-modules/tree/main/avm/ptn/sa/multi-agent-custom-automation-engine).
+
+## Overview
+
+After deploying the infrastructure using AVM, you'll need to complete the application layer setup, which includes:
+- Configuring team agent configurations
+- Processing and uploading sample datasets
+- Setting up Azure AI Search indexes
+- Configuring blob storage containers
+- Setting up application authentication
+
+## Prerequisites
+
+Before starting the post-deployment process, ensure you have the following:
+
+### Required Software
+
+1. **[PowerShell](https://learn.microsoft.com/en-us/powershell/scripting/install/installing-powershell?view=powershell-7.4)** <small>(v7.0+ recommended)</small> - Available for Windows, macOS, and Linux
+
+2. **[Azure CLI](https://learn.microsoft.com/en-us/cli/azure/install-azure-cli)** <small>(v2.50+)</small> - Command-line tool for managing Azure resources
+
+3. **[Python](https://www.python.org/downloads/)** <small>(v3.9+ recommended)</small> - Required for data processing scripts
+
+4. **[Git](https://git-scm.com/downloads/)** - Version control system for cloning the repository
+
+### Azure Requirements
+
+5. **Azure Access** - One of the following roles on the subscription or resource group:
+   - `Contributor` 
+   - `Owner`
+
+6. **Deployed Infrastructure** - A successful Multi-Agent Custom Automation Engine deployment from the [AVM repository](https://github.com/Azure/bicep-registry-modules/tree/main/avm/ptn/sa/multi-agent-custom-automation-engine)
+
+#### **Important Note for PowerShell Users**
+
+If you encounter issues running PowerShell scripts due to execution policy restrictions, you can temporarily adjust the `ExecutionPolicy` by running the following command in an elevated PowerShell session:
+
+```powershell
+Set-ExecutionPolicy -Scope Process -ExecutionPolicy Bypass
+```
+
+This will allow the scripts to run for the current session without permanently changing your system's policy.
+
+## Post-Deployment Steps
+
+### Step 1: Clone the Repository
+
+First, clone this repository to access the post-deployment scripts:
+
+```powershell
+git clone https://github.com/microsoft/Multi-Agent-Custom-Automation-Engine-Solution-Accelerator.git
+```
+```powershell
+cd Multi-Agent-Custom-Automation-Engine-Solution-Accelerator
+```
+
+### Step 2: Run the Post-Deployment Script
+
+The post-deployment process is automated through a single PowerShell or Bash script that completes the following tasks in approximately 5-10 minutes:
+
+#### What the Script Does:
+1. **Configure Team Agent Settings** - Upload HR, Marketing, and Retail team configurations
+2. **Process Sample Datasets** - Upload and index sample customer data, analytics, and business metrics
+3. **Set Up Azure AI Search** - Create and configure search indexes for agent data retrieval
+4. **Configure Blob Storage** - Set up containers for document and data storage
+
+#### Execute the Script:
+
+1. **Choose the appropriate command based on your deployment method and OS:**
+
+   **If you deployed using custom templates, ARM/Bicep deployments, or `az deployment group` commands:**
+
+   - **For PowerShell (Windows/Linux/macOS):**
+     ```powershell
+     .\infra\scripts\Team-Config-And-Data.ps1 -ResourceGroup "<your-resource-group-name>"
+     ```
+
+   - **For Bash (Linux/macOS/WSL):**
+     ```bash
+     bash infra/scripts/team_config_and_data.sh "<your-resource-group-name>"
+     ```
+   
+   **If you deployed using `azd up` command:**
+
+   - **For PowerShell (Windows/Linux/macOS):**
+     ```powershell
+     .\infra\scripts\Team-Config-And-Data.ps1
+     ```
+
+   - **For Bash (Linux/macOS/WSL):**
+     ```bash
+     bash infra/scripts/team_config_and_data.sh
+     ```
+   
+   > **Note**: Replace `<your-resource-group-name>` with the actual name of the resource group containing your deployed Azure resources.
+
+   > **💡 Tip**: Since this guide is for AVM deployments, you'll most likely use the first command with the `-ResourceGroup` parameter.
+
+### Step 3: Provide Required Information
+
+During script execution, you'll be prompted for:
+
+- You'll be prompted to authenticate with Azure if not already logged in
+- Select the appropriate Azure subscription
+
+#### Resource Validation
+- The script will automatically detect and validate your deployed Azure resources
+- Confirmation prompts will appear before making configuration changes
+
+### Step 4: Post Deployment Script Completion
+
+Upon successful completion, you'll see a success message.
+
+**🎉 Congratulations!** Your post-deployment configuration is complete.
+
+### Step 5: Set Up App Authentication (Optional)
+
+Follow the steps in [Set Up Authentication in Azure App Service](azure_app_service_auth_setup.md) to add app authentication to your web app running on Azure App Service.
+
+---
+
+> **📋 Note**: This guide is specifically for post-deployment steps after using the AVM template. For complete deployment from scratch, see the main [Deployment Guide](./DeploymentGuide.md).