feat: Macae rfp agent framework

.github/workflows/agnext-biab-02-containerimage.yml

@@ -21,7 +21,7 @@ jobs:
       #   run: |
       #     curl -fsSL ${{ vars.AUTOGEN_WHL_URL }} -o agnext-biab-02/autogen_core-0.3.dev0-py3-none-any.whl
       - name: Log in to the Container registry
-        uses: docker/login-action@v3
+        uses: docker/login-action@v4
         with:
           registry: ${{ env.REGISTRY }}
           username: ${{ github.actor }}

.github/workflows/codeql.yml

@@ -61,7 +61,7 @@ jobs:
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@v3
+      uses: github/codeql-action/init@v4
       with:
         languages: ${{ matrix.language }}
         build-mode: ${{ matrix.build-mode }}
@@ -89,6 +89,6 @@ jobs:
         exit 1
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v3
+      uses: github/codeql-action/analyze@v4
       with:
         category: "/language:${{matrix.language}}"

.github/workflows/create-release.yml

@@ -18,7 +18,7 @@ jobs:
         with:
           ref: ${{ github.event.workflow_run.head_sha }}
 
-      - uses: codfish/semantic-release-action@v3
+      - uses: codfish/semantic-release-action@v4
         id: semantic
         with:
           tag-format: 'v${version}'

.github/workflows/deploy-waf.yml

@@ -1,4 +1,4 @@
-name: Validate WAF Deployment v3
+name: Validate WAF Deployment v4
 
 on:
   push:
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout Code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Run Quota Check
         id: quota-check

.github/workflows/deploy.yml

@@ -1,13 +1,13 @@
-name: Validate Deployment v3
+name: Validate Deployment v4
 
 on:
   workflow_run:
-    workflows: ["Build Docker and Optional Push v3"]
+    workflows: ["Build Docker and Optional Push v4"]
     types:
       - completed
     branches:
       - main
-      - dev-v3
+      - dev-v4
       - hotfix
   schedule:
     - cron: "0 11,23 * * *" # Runs at 11:00 AM and 11:00 PM GMT
@@ -27,7 +27,7 @@ jobs:
       CONTAINER_APP: ${{steps.get_backend_url.outputs.CONTAINER_APP}}
     steps:
       - name: Checkout Code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Run Quota Check
         id: quota-check
@@ -116,9 +116,9 @@ jobs:
         id: deploy
         run: |
           if [[ "${{ env.BRANCH_NAME }}" == "main" ]]; then
-            IMAGE_TAG="latest_v3"
-          elif [[ "${{ env.BRANCH_NAME }}" == "dev-v3" ]]; then
-            IMAGE_TAG="dev_v3"
+            IMAGE_TAG="latest_v4"
+          elif [[ "${{ env.BRANCH_NAME }}" == "dev-v4" ]]; then
+            IMAGE_TAG="dev_v4"
           elif [[ "${{ env.BRANCH_NAME }}" == "hotfix" ]]; then
             IMAGE_TAG="hotfix"
           else

.github/workflows/docker-build-and-push.yml

@@ -1,11 +1,11 @@
-name: Build Docker and Optional Push v3
+name: Build Docker and Optional Push v4
 
 on:
   push:
     branches:
       - main
-      - dev-v3
-      - demo-v3
+      - dev-v4
+      - demo-v4
       - hotfix
   pull_request:
     types:
@@ -15,8 +15,8 @@ on:
       - synchronize
     branches:
       - main
-      - dev-v3
-      - demo-v3
+      - dev-v4
+      - demo-v4
       - hotfix
   workflow_dispatch:
 
@@ -32,7 +32,7 @@ jobs:
         uses: docker/setup-buildx-action@v1
 
       - name: Log in to Azure Container Registry
-        if: ${{ github.ref_name == 'main' || github.ref_name == 'dev-v3'|| github.ref_name == 'demo-v3' || github.ref_name == 'hotfix' }}
+        if: ${{ github.ref_name == 'main' || github.ref_name == 'dev-v4'|| github.ref_name == 'demo-v4' || github.ref_name == 'hotfix' }}
         uses: azure/docker-login@v2
         with:
           login-server: ${{ secrets.ACR_LOGIN_SERVER || 'acrlogin.azurecr.io' }}
@@ -52,11 +52,11 @@ jobs:
         id: determine_tag
         run: |
           if [[ "${{ github.ref }}" == "refs/heads/main" ]]; then
-            echo "TAG=latest_v3" >> $GITHUB_ENV
-          elif [[ "${{ github.ref }}" == "refs/heads/dev-v3" ]]; then
-            echo "TAG=dev_v3" >> $GITHUB_ENV
-          elif [[ "${{ github.ref }}" == "refs/heads/demo-v3" ]]; then
-            echo "TAG=demo_v3" >> $GITHUB_ENV
+            echo "TAG=latest_v4" >> $GITHUB_ENV
+          elif [[ "${{ github.ref }}" == "refs/heads/dev-v4" ]]; then
+            echo "TAG=dev_v4" >> $GITHUB_ENV
+          elif [[ "${{ github.ref }}" == "refs/heads/demo-v4" ]]; then
+            echo "TAG=demo_v4" >> $GITHUB_ENV
           elif [[ "${{ github.ref }}" == "refs/heads/hotfix" ]]; then
             echo "TAG=hotfix" >> $GITHUB_ENV
           else

.github/workflows/pylint.yml

@@ -12,7 +12,7 @@ jobs:
       - uses: actions/checkout@v4
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v3
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 

.github/workflows/test.yml

@@ -26,7 +26,7 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up Python
         uses: actions/setup-python@v4

.gitignore

@@ -337,7 +337,7 @@ PublishScripts/
 !**/packages/build/
 # Uncomment if necessary however generally it will be regenerated when needed
 #!**/packages/repositories.config
-# NuGet v3's project.json files produces more ignorable files
+# NuGet v4's project.json files produces more ignorable files
 *.nuget.props
 *.nuget.targets
 

azure.yaml

@@ -8,33 +8,43 @@ hooks:
   postdeploy:
     windows:
       run: |
-        Write-Host "To upload Team Configurations to Cosmos. Run the following command in PowerShell:"
-        Write-Host "infra\scripts\Upload-Team-Config.ps1" -ForegroundColor Cyan
         Write-Host ""
-        Write-Host "To index Sample Data into Azure Search. Run the following command in PowerShell:"
-        Write-Host "infra\scripts\Process-Sample-Data.ps1" -ForegroundColor Cyan
+        Write-Host "===============================================================" -ForegroundColor Yellow
+        Write-Host " POST-DEPLOYMENT STEP (PowerShell) " -ForegroundColor Green
+        Write-Host "===============================================================" -ForegroundColor Yellow
         Write-Host ""
-        Write-Host "To upload team configurations and index sample data both in one command, you can use the following command in PowerShell:"
-        Write-Host "infra\scripts\Team-Config-And-Data.ps1" -ForegroundColor Cyan
+
+        Write-Host " Upload Team Configurations and index sample data" -ForegroundColor White
+        Write-Host "  👉 Run the following command in PowerShell:" -ForegroundColor White
+        Write-Host "   infra\scripts\Selecting-Team-Config-And-Data.ps1" -ForegroundColor Cyan
         Write-Host ""
-        Write-Host "You can access the deployed Frontend application at the following URL:"
-        Write-Host "https://$env:webSiteDefaultHostname" -ForegroundColor Cyan
+
+        Write-Host "🌐 Access your deployed Frontend application at:" -ForegroundColor Green
+        Write-Host "   https://$env:webSiteDefaultHostname" -ForegroundColor Cyan
+        Write-Host ""
+
       shell: pwsh
       interactive: true
     posix:
       run: |
         Blue='\033[0;34m'
+        Green='\033[0;32m'
+        Yellow='\033[1;33m'
         NC='\033[0m'
-        echo "To upload Team Configurations to Cosmos. Run the following command in Bash:"
-        echo "${Blue}bash infra/scripts/upload_team_config.sh"
+
+        echo ""
+        echo "${Yellow}==============================================================="
+        echo "${Green} POST-DEPLOYMENT STEPS (Bash) "
+        echo "${Yellow}===============================================================${NC}"
         echo ""
-        echo "${NC}To index Sample Data into Azure Search. Run the following command in Bash:"
-        echo "${Blue}bash infra/scripts/process_sample_data.sh"
+
+        echo "Upload Team Configurations and index sample data:"
+        echo "  👉 Run the following command in Bash:"
+        echo "   ${Blue}bash infra/scripts/selecting_team_config_and_data.sh${NC}"
         echo ""
-        echo "${NC}To upload team configurations and index sample data both in one command, you can use the following command in Bash:"
-        echo "${Blue}bash infra/scripts/team_config_and_data.sh"
+
+        echo "🌐 Access your deployed Frontend application at:"
+        echo "   ${Blue}https://$webSiteDefaultHostname${NC}"
         echo ""
-        echo "${NC}You can access the deployed Frontend application at the following URL:"
-        echo "${Blue}https://$webSiteDefaultHostname"
       shell: sh
       interactive: true

azure_custom.yaml

@@ -45,33 +45,43 @@ hooks:
   postdeploy:
     windows:
       run: |
-        Write-Host "To upload Team Configurations to Cosmos. Run the following command in PowerShell:"
-        Write-Host "infra\scripts\Upload-Team-Config.ps1" -ForegroundColor Cyan
         Write-Host ""
-        Write-Host "To index Sample Data into Azure Search. Run the following command in PowerShell:"
-        Write-Host "infra\scripts\Process-Sample-Data.ps1" -ForegroundColor Cyan
+        Write-Host "===============================================================" -ForegroundColor Yellow
+        Write-Host " POST-DEPLOYMENT STEP (PowerShell) " -ForegroundColor Green
+        Write-Host "===============================================================" -ForegroundColor Yellow
         Write-Host ""
-        Write-Host "If you want to run both scripts as single command, you can use the following command in PowerShell:"
-        Write-Host "infra\scripts\Team-Config-And-Data.ps1" -ForegroundColor Cyan
+
+        Write-Host " Upload Team Configurations and index sample data" -ForegroundColor White
+        Write-Host "  👉 Run the following command in PowerShell:" -ForegroundColor White
+        Write-Host "   infra\scripts\Selecting-Team-Config-And-Data.ps1" -ForegroundColor Cyan
+        Write-Host ""
+
+        Write-Host "🌐 Access your deployed Frontend application at:" -ForegroundColor Green
+        Write-Host "   https://$env:webSiteDefaultHostname" -ForegroundColor Cyan
         Write-Host ""
-        Write-Host "You can access the deployed Frontend application at the following URL:"
-        Write-Host "https://$env:webSiteDefaultHostname" -ForegroundColor Cyan
+
       shell: pwsh
       interactive: true
     posix:
       run: |
         Blue='\033[0;34m'
+        Green='\033[0;32m'
+        Yellow='\033[1;33m'
         NC='\033[0m'
-        echo "To upload Team Configurations to Cosmos. Run the following command in Bash:"
-        echo "${Blue}bash infra/scripts/upload_team_config.sh"
+
         echo ""
-        echo "${NC}To index Sample Data into Azure Search. Run the following command in Bash:"
-        echo "${Blue}bash infra/scripts/process_sample_data.sh"
+        echo "${Yellow}==============================================================="
+        echo "${Green} POST-DEPLOYMENT STEPS (Bash) "
+        echo "${Yellow}===============================================================${NC}"
         echo ""
-        echo "${NC}If you want to run both scripts as single command, you can use the following command in Bash:"
-        echo "${Blue}bash infra/scripts/team_config_and_data.sh"
+
+        echo "Upload Team Configurations and index sample data:"
+        echo "  👉 Run the following command in Bash:"
+        echo "   ${Blue}bash infra/scripts/selecting_team_config_and_data.sh${NC}"
+        echo ""
+
+        echo "🌐 Access your deployed Frontend application at:"
+        echo "   ${Blue}https://$webSiteDefaultHostname${NC}"
         echo ""
-        echo "${NC}You can access the deployed Frontend application at the following URL:"
-        echo "${Blue}https://$webSiteDefaultHostname"
       shell: sh
       interactive: true

conftest.py

@@ -8,7 +8,7 @@
 import pytest
 
 # Add the agents path
-agents_path = Path(__file__).parent.parent.parent / "backend" / "v3" / "magentic_agents"
+agents_path = Path(__file__).parent.parent.parent / "backend" / "v4" / "magentic_agents"
 sys.path.insert(0, str(agents_path))
 
 @pytest.fixture

data/agent_teams/hr.json

@@ -5,6 +5,7 @@
   "status": "visible",
   "created": "",
   "created_by": "",
+  "deployment_name": "gpt-4.1-mini",
   "agents": [
     {
       "input_key": "",

data/agent_teams/marketing.json

@@ -5,6 +5,7 @@
   "status": "visible",
   "created": "",
   "created_by": "",
+  "deployment_name": "gpt-4.1-mini",
   "agents": [
     {
       "input_key": "",

data/agent_teams/retail.json

@@ -5,6 +5,7 @@
   "status": "visible",
   "created": "",
   "created_by": "",
+  "deployment_name": "gpt-4.1-mini",
   "agents": [
     {
       "input_key": "",
@@ -18,9 +19,7 @@
       "use_mcp": false,
       "use_bing": false,
       "use_reasoning": false,
-      "index_name": "macae-index",
-      "index_foundry_name": "",
-      "index_endpoint": "",
+      "index_name": "macae-retail-customer-index",
       "coding_tools": false
     },
     {
@@ -35,7 +34,7 @@
       "use_mcp": false,
       "use_bing": false,
       "use_reasoning": false,
-      "index_name": "macae-index",
+      "index_name": "macae-retail-order-index",
       "index_foundry_name": "",
       "coding_tools": false
     },
@@ -45,8 +44,8 @@
       "name": "AnalysisRecommendationAgent",
       "deployment_name": "o4-mini",
       "icon": "",
-      "system_message": "You are a reasoning agent that can analyze customer data and provide recommendations for improving customer satisfaction and retention. You do not have access to any data sources, but you can reason based on the information provided to you by other agents. Use your reasoning skills to identify patterns, trends, and insights that can help improve customer satisfaction and retention. Provide actionable recommendations based on your analysis. You have access to other agents that can answer questions and provide data about customers, products, orders, inventory, and fulfilment. Use these agents to gather information as needed.",
-      "description": "A reasoning agent that can analyze customer data and provide recommendations for improving customer satisfaction and retention.",
+      "system_message": "You are a reasoning agent that can analyze customer and order data and provide recommendations for improving customer satisfaction and retention. You do not have access to any data sources, but you can reason based on the information provided to you by other agents. Use your reasoning skills to identify patterns, trends, and insights that can help improve customer satisfaction and retention. Provide actionable recommendations based on your analysis. You have access to other agents that can answer questions and provide data about customers, products, orders, inventory, and fulfilment. Use these agents to gather information as needed.",
+      "description": "A reasoning agent that can analyze customer and order data and provide recommendations for improving customer satisfaction and retention.",
       "use_rag": false,
       "use_mcp": false,
       "use_bing": false,