diff --git a/.azuredevops/azure-pipeline-infrastructure.yml b/.azuredevops/azure-pipeline-infrastructure.yml
index d6980550..d773ecb4 100644
--- a/.azuredevops/azure-pipeline-infrastructure.yml
+++ b/.azuredevops/azure-pipeline-infrastructure.yml
@@ -22,8 +22,8 @@ parameters:
   displayName: Resource Group Name
   type: string
   default: 'rg-conmig-dev'
-- name: containerRegistryHost
-  displayName: Container Registry Host (exclude https://)
+- name: containerRegistryEndpoint
+  displayName: Container Registry Endpoint (exclude https://)
   type: string
   default: 'acrcontainermigrationdev.azurecr.io'
 - name: tags
@@ -40,7 +40,7 @@ variables:
   vmImageName: 'ubuntu-latest'
   envName: ${{ parameters.environmentName }}
   resourceGroupName: ${{ parameters.resourceGroupName }}
-  containerRegistryHost: ${{ parameters.containerRegistryHost }}
+  containerRegistryEndpoint: ${{ parameters.containerRegistryEndpoint }}
   tags: ${{ convertToJson(parameters.tags) }}
   enableMonitoring: ${{ parameters.enableMonitoring }}
 
@@ -76,14 +76,14 @@ stages:
             --name "deploy.$(envName).$(Build.BuildId)" \
             --resource-group $(resourceGroupName) \
             --template-file $(Build.SourcesDirectory)/infra/main.bicep \
-            --parameters solutionName=$(envName) containerRegistryHost='$(containerRegistryHost)' tags='$(tags)' enableMonitoring=$(enableMonitoring) \
+            --parameters solutionName=$(envName) containerRegistryEndpoint='$(containerRegistryEndpoint)' tags='$(tags)' enableMonitoring=$(enableMonitoring) \
             --query "properties.outputs" \
             --output json) || {
             echo "❌ ERROR: Bicep deployment failed!"
             echo "Deployment name: deploy.$(envName).$(Build.BuildId)"
             echo "Resource group: $(resourceGroupName)"
             echo "Template file: $(Build.SourcesDirectory)/infra/main.bicep"
-            echo "Parameters: solutionName=$(envName) containerRegistryHost='$(containerRegistryHost)'"
+            echo "Parameters: solutionName=$(envName) containerRegistryEndpoint='$(containerRegistryEndpoint)'"
             
             # Try to get deployment error details
             echo "Attempting to retrieve deployment error details..."
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 40163815..9ab8f133 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -6,7 +6,11 @@
     "features": {
         "ghcr.io/dhoeric/features/hadolint:1": {},
         "ghcr.io/jsburckhardt/devcontainer-features/uv:1": {},
-        "ghcr.io/devcontainers/features/azure-cli:1": {},
+        "ghcr.io/devcontainers/features/azure-cli:1": {
+            "installBicep": true,
+            "version": "latest",
+            "bicepVersion": "latest"
+        },
         "ghcr.io/azure/azure-dev/azd:latest": {},
         "ghcr.io/devcontainers/features/docker-in-docker:2": {}
     },
diff --git a/.github/workflows/azd-template-validation.yml b/.github/workflows/azd-template-validation.yml
index 92efa0a0..0a07cbdd 100644
--- a/.github/workflows/azd-template-validation.yml
+++ b/.github/workflows/azd-template-validation.yml
@@ -35,8 +35,8 @@ jobs:
           AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
           AZURE_ENV_NAME: azd-${{ vars.AZURE_ENV_NAME }}-${{ env.HHMM }}
           AZURE_LOCATION: ${{ vars.AZURE_LOCATION }}
-          AZURE_AI_SERVICE_LOCATION: ${{ vars.AZURE_LOCATION }}
-          AZURE_AI_MODEL_CAPACITY: 1 # keep low to avoid potential quota issues
+          AZURE_ENV_AI_SERVICE_LOCATION: ${{ vars.AZURE_LOCATION }}
+          AZURE_ENV_GPT_MODEL_CAPACITY: 1 # keep low to avoid potential quota issues
 
       - name: print result
         run: cat ${{ steps.validation.outputs.resultFile }}
\ No newline at end of file
diff --git a/.github/workflows/azure-dev.yml b/.github/workflows/azure-dev.yml
index bb82fef5..73b06d3c 100644
--- a/.github/workflows/azure-dev.yml
+++ b/.github/workflows/azure-dev.yml
@@ -52,5 +52,5 @@ jobs:
             azd env new "$AZURE_ENV_NAME" --subscription "$AZURE_SUBSCRIPTION_ID" --location "$AZURE_LOCATION" --no-prompt
           fi
           azd config set defaults.subscription "$AZURE_SUBSCRIPTION_ID"
-          azd env set AZURE_AI_SERVICE_LOCATION="$AZURE_LOCATION"
+          azd env set AZURE_ENV_AI_SERVICE_LOCATION="$AZURE_LOCATION"
           azd up --no-prompt
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 46378ec4..c286b5bb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -133,7 +133,6 @@ jobs:
             --template-file infra/main.bicep \
             --parameters solutionName=${{env.SOLUTION_PREFIX}} \
             --parameters location=${{ env.AZURE_LOCATION }} \
-            --parameters aiDeploymentLocation=${{ env.AZURE_LOCATION }} \
             --parameters azureAiServiceLocation=${{ env.AZURE_LOCATION }} \
             --parameters createdBy="pipeline" \
 
diff --git a/.github/workflows/deploy-orchestrator.yml b/.github/workflows/deploy-orchestrator.yml
index 24751fc2..e0f78cd9 100644
--- a/.github/workflows/deploy-orchestrator.yml
+++ b/.github/workflows/deploy-orchestrator.yml
@@ -37,13 +37,13 @@ on:
         required: false
         default: false
         type: boolean
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID:
-        description: 'Log Analytics Workspace ID (Optional)'
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID:
+        description: 'Log Analytics Workspace Resource ID (Optional)'
         required: false
         default: ''
         type: string
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID:
-        description: 'AI Project Resource ID (Optional)'
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID:
+        description: 'Existing AI Project full Azure Resource ID (Optional; must be a full Azure Resource ID, not just the project name or a GUID)'
         required: false
         default: ''
         type: string
@@ -81,8 +81,8 @@ jobs:
       EXP: ${{ inputs.EXP }}
       build_docker_image: ${{ inputs.build_docker_image }}
       existing_webapp_url: ${{ inputs.existing_webapp_url }}
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
       docker_image_tag: ${{ needs.docker-build.outputs.IMAGE_TAG }}
       cleanup_resources: ${{ inputs.cleanup_resources }}
     secrets: inherit
diff --git a/.github/workflows/deploy-v2.yml b/.github/workflows/deploy-v2.yml
index 6343ffac..7df8ac60 100644
--- a/.github/workflows/deploy-v2.yml
+++ b/.github/workflows/deploy-v2.yml
@@ -84,13 +84,13 @@ on:
         default: false
         type: boolean
       
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID:
-        description: 'Log Analytics Workspace ID (Optional)'
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID:
+        description: 'Log Analytics Workspace Resource ID (Optional)'
         required: false
         default: ''
         type: string
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID:
-        description: 'AI Project Resource ID (Optional)'
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID:
+        description: 'Full Azure AI Project Resource ID (Optional, format: /subscriptions/.../resourceGroups/.../providers/...)'
         required: false
         default: ''
         type: string
@@ -112,8 +112,8 @@ jobs:
       exp: ${{ steps.validate.outputs.exp }}
       build_docker_image: ${{ steps.validate.outputs.build_docker_image }}
       cleanup_resources: ${{ steps.validate.outputs.cleanup_resources }}
-      azure_env_log_analytics_workspace_id: ${{ steps.validate.outputs.azure_env_log_analytics_workspace_id }}
-      azure_existing_ai_project_resource_id: ${{ steps.validate.outputs.azure_existing_ai_project_resource_id }}
+      azure_env_existing_log_analytics_workspace_rid: ${{ steps.validate.outputs.azure_env_existing_log_analytics_workspace_rid }}
+      azure_existing_aiproject_resource_id: ${{ steps.validate.outputs.azure_existing_aiproject_resource_id }}
       existing_webapp_url: ${{ steps.validate.outputs.existing_webapp_url }}
     steps:
       - name: Validate Workflow Input Parameters
@@ -127,8 +127,8 @@ jobs:
           INPUT_EXP: ${{ github.event.inputs.EXP }}
           INPUT_BUILD_DOCKER_IMAGE: ${{ github.event.inputs.build_docker_image }}
           INPUT_CLEANUP_RESOURCES: ${{ github.event.inputs.cleanup_resources }}
-          INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ github.event.inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ github.event.inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ github.event.inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ github.event.inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
           INPUT_EXISTING_WEBAPP_URL: ${{ github.event.inputs.existing_webapp_url }}
         run: |
           echo "🔍 Validating workflow input parameters..."
@@ -209,32 +209,32 @@ jobs:
             echo "✅ cleanup_resources: '$CLEANUP_RESOURCES' is valid"
           fi
           
-          # Validate AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID (optional, Azure Resource ID format)
-          if [[ -n "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
-              echo "❌ ERROR: AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID (optional, Azure Resource ID format)
+          if [[ -n "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" ]]; then
+            if [[ ! "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
+              echo "❌ ERROR: AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.OperationalInsights/workspaces/{workspaceName}"
-              echo "   Got: '$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID'"
+              echo "   Got: '$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: Valid Resource ID format"
+              echo "✅ AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: Valid Resource ID format"
             fi
           else
-            echo "✅ AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: Not provided (optional)"
+            echo "✅ AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: Not provided (optional)"
           fi
           
-          # Validate AZURE_EXISTING_AI_PROJECT_RESOURCE_ID (optional, Azure Resource ID format)
-          if [[ -n "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
-              echo "❌ ERROR: AZURE_EXISTING_AI_PROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_EXISTING_AIPROJECT_RESOURCE_ID (optional, Azure Resource ID format)
+          if [[ -n "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" ]]; then
+            if [[ ! "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
+              echo "❌ ERROR: AZURE_EXISTING_AIPROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CognitiveServices/accounts/{accountName}/projects/{projectName}"
-              echo "   Got: '$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID'"
+              echo "   Got: '$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: Valid Resource ID format"
+              echo "✅ AZURE_EXISTING_AIPROJECT_RESOURCE_ID: Valid Resource ID format"
             fi
           else
-            echo "✅ AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: Not provided (optional)"
+            echo "✅ AZURE_EXISTING_AIPROJECT_RESOURCE_ID: Not provided (optional)"
           fi
           
           # Validate existing_webapp_url (optional, must start with https)
@@ -268,8 +268,8 @@ jobs:
           echo "exp=$EXP_ENABLED" >> $GITHUB_OUTPUT
           echo "build_docker_image=$BUILD_DOCKER" >> $GITHUB_OUTPUT
           echo "cleanup_resources=$CLEANUP_RESOURCES" >> $GITHUB_OUTPUT
-          echo "azure_env_log_analytics_workspace_id=$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" >> $GITHUB_OUTPUT
-          echo "azure_existing_ai_project_resource_id=$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" >> $GITHUB_OUTPUT
+          echo "azure_env_existing_log_analytics_workspace_rid=$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" >> $GITHUB_OUTPUT
+          echo "azure_existing_aiproject_resource_id=$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" >> $GITHUB_OUTPUT
           echo "existing_webapp_url=$INPUT_EXISTING_WEBAPP_URL" >> $GITHUB_OUTPUT
 
   Run:
@@ -284,8 +284,8 @@ jobs:
       EXP: ${{ needs.validate-inputs.outputs.exp == 'true' }}
       build_docker_image: ${{ needs.validate-inputs.outputs.build_docker_image == 'true' }}
       cleanup_resources: ${{ needs.validate-inputs.outputs.cleanup_resources == 'true' }}
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ needs.validate-inputs.outputs.azure_env_log_analytics_workspace_id || '' }}
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ needs.validate-inputs.outputs.azure_existing_ai_project_resource_id || '' }}
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ needs.validate-inputs.outputs.azure_env_existing_log_analytics_workspace_rid || '' }}
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ needs.validate-inputs.outputs.azure_existing_aiproject_resource_id || '' }}
       existing_webapp_url: ${{ needs.validate-inputs.outputs.existing_webapp_url || '' }}
       trigger_type: ${{ github.event_name }}
     secrets: inherit
diff --git a/.github/workflows/job-cleanup-deployment.yml b/.github/workflows/job-cleanup-deployment.yml
index d218de5c..2bd33e0b 100644
--- a/.github/workflows/job-cleanup-deployment.yml
+++ b/.github/workflows/job-cleanup-deployment.yml
@@ -218,7 +218,6 @@ jobs:
             azd env set AZURE_RESOURCE_GROUP "${RESOURCE_GROUP_NAME}"
             azd env set AZURE_SUBSCRIPTION_ID "${{ secrets.AZURE_SUBSCRIPTION_ID }}"
             azd env set AZURE_LOCATION="${AZURE_LOCATION}"
-            azd env set AZURE_AI_DEPLOYMENT_TYPE="${AZURE_ENV_OPENAI_LOCATION}"
           fi
 
       - name: Delete deployment using azd
diff --git a/.github/workflows/job-deploy-linux.yml b/.github/workflows/job-deploy-linux.yml
index 8dd0b1c5..09205fdb 100644
--- a/.github/workflows/job-deploy-linux.yml
+++ b/.github/workflows/job-deploy-linux.yml
@@ -28,10 +28,10 @@ on:
         required: false
         type: string
         default: 'false'
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID:
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID:
         required: false
         type: string
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID:
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID:
         required: false
         type: string
     outputs:
@@ -59,8 +59,8 @@ jobs:
           INPUT_BUILD_DOCKER_IMAGE: ${{ inputs.BUILD_DOCKER_IMAGE }}
           INPUT_EXP: ${{ inputs.EXP }}
           INPUT_WAF_ENABLED: ${{ inputs.WAF_ENABLED }}
-          INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
         run: |
           echo "🔍 Validating workflow input parameters..."
           VALIDATION_FAILED=false
@@ -147,27 +147,27 @@ jobs:
             echo "✅ WAF_ENABLED: '$INPUT_WAF_ENABLED' is valid"
           fi
           
-          # Validate AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID (optional, if provided must be valid Resource ID)
-          if [[ -n "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
-              echo "❌ ERROR: AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID (optional, if provided must be valid Resource ID)
+          if [[ -n "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" ]]; then
+            if [[ ! "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
+              echo "❌ ERROR: AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.OperationalInsights/workspaces/{workspaceName}"
-              echo "   Got: '$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID'"
+              echo "   Got: '$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: Valid Resource ID format"
+              echo "✅ AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: Valid Resource ID format"
             fi
           fi
           
-          # Validate AZURE_EXISTING_AI_PROJECT_RESOURCE_ID (optional, if provided must be valid Resource ID)
-          if [[ -n "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
-              echo "❌ ERROR: AZURE_EXISTING_AI_PROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_EXISTING_AIPROJECT_RESOURCE_ID (optional, if provided must be valid Resource ID)
+          if [[ -n "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" ]]; then
+            if [[ ! "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
+              echo "❌ ERROR: AZURE_EXISTING_AIPROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CognitiveServices/accounts/{accountName}/projects/{projectName}"
-              echo "   Got: '$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID'"
+              echo "   Got: '$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: Valid Resource ID format"
+              echo "✅ AZURE_EXISTING_AIPROJECT_RESOURCE_ID: Valid Resource ID format"
             fi
           fi
           
@@ -223,8 +223,8 @@ jobs:
           IMAGE_TAG: ${{ inputs.IMAGE_TAG }}
           BUILD_DOCKER_IMAGE: ${{ inputs.BUILD_DOCKER_IMAGE }}
           EXP: ${{ inputs.EXP }}
-          AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID_INPUT: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          AZURE_EXISTING_AI_PROJECT_RESOURCE_ID_INPUT: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID_INPUT: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          AZURE_EXISTING_AIPROJECT_RESOURCE_ID_INPUT: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
         run: |
           set -e
 
@@ -237,46 +237,44 @@ jobs:
           
           # Set additional parameters
           azd env set AZURE_SUBSCRIPTION_ID="${{ secrets.AZURE_SUBSCRIPTION_ID }}"
-          azd env set AZURE_AI_SERVICE_LOCATION="$AZURE_ENV_OPENAI_LOCATION"
-          azd env set AZURE_AI_DEPLOYMENT_LOCATION="$AZURE_ENV_OPENAI_LOCATION"
-          azd env set AZURE_AI_SERVICE_LOCATION="$AZURE_ENV_OPENAI_LOCATION"
+          azd env set AZURE_ENV_AI_SERVICE_LOCATION="$AZURE_ENV_OPENAI_LOCATION"
           azd env set AZURE_LOCATION="$AZURE_LOCATION"
           azd env set AZURE_RESOURCE_GROUP="$RESOURCE_GROUP_NAME"
-          azd env set AZURE_ENV_IMAGETAG="$IMAGE_TAG"
+          azd env set AZURE_ENV_IMAGE_TAG="$IMAGE_TAG"
           
           # Set ACR name only when building Docker image
           if [[ "$BUILD_DOCKER_IMAGE" == "true" ]]; then
             # Extract ACR name from login server and set as environment variable
             ACR_NAME=$(echo "${{ secrets.ACR_TEST_LOGIN_SERVER }}")
-            azd env set AZURE_CONTAINER_REGISTRY_HOST="$ACR_NAME"
-            echo "Set ACR name to: $ACR_NAME"
+            azd env set AZURE_ENV_CONTAINER_REGISTRY_ENDPOINT="$ACR_NAME"
+            echo "Set ACR host to: $ACR_NAME"
           else
-            echo "Skipping ACR name configuration (using existing image)"
+            echo "Skipping ACR endpoint configuration (using existing image)"
           fi
 
           if [[ "$EXP" == "true" ]]; then
             echo "✅ EXP ENABLED - Setting EXP parameters..."
             
             # Set EXP variables dynamically
-            if [[ -n "$AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID_INPUT" ]]; then
-              EXP_LOG_ANALYTICS_ID="$AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID_INPUT"
+            if [[ -n "$AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID_INPUT" ]]; then
+              EXP_LOG_ANALYTICS_ID="$AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID_INPUT"
             else
               EXP_LOG_ANALYTICS_ID="${{ secrets.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}"
             fi
             
-            if [[ -n "$AZURE_EXISTING_AI_PROJECT_RESOURCE_ID_INPUT" ]]; then
-              EXP_AI_PROJECT_ID="$AZURE_EXISTING_AI_PROJECT_RESOURCE_ID_INPUT"
+            if [[ -n "$AZURE_EXISTING_AIPROJECT_RESOURCE_ID_INPUT" ]]; then
+              EXP_AI_PROJECT_ID="$AZURE_EXISTING_AIPROJECT_RESOURCE_ID_INPUT"
             else
               EXP_AI_PROJECT_ID="${{ secrets.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}"
             fi
             
-            echo "AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: $EXP_LOG_ANALYTICS_ID"
-            echo "AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: $EXP_AI_PROJECT_ID"
-            azd env set AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID="$EXP_LOG_ANALYTICS_ID"
-            azd env set AZURE_EXISTING_AI_PROJECT_RESOURCE_ID="$EXP_AI_PROJECT_ID"
+            echo "AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: $EXP_LOG_ANALYTICS_ID"
+            echo "AZURE_EXISTING_AIPROJECT_RESOURCE_ID: $EXP_AI_PROJECT_ID"
+            azd env set AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID="$EXP_LOG_ANALYTICS_ID"
+            azd env set AZURE_EXISTING_AIPROJECT_RESOURCE_ID="$EXP_AI_PROJECT_ID"
           else
             echo "❌ EXP DISABLED - Skipping EXP parameters"
-            if [[ -n "$AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID_INPUT" ]] || [[ -n "$AZURE_EXISTING_AI_PROJECT_RESOURCE_ID_INPUT" ]]; then
+            if [[ -n "$AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID_INPUT" ]] || [[ -n "$AZURE_EXISTING_AIPROJECT_RESOURCE_ID_INPUT" ]]; then
               echo "⚠️  Warning: EXP parameter values provided but EXP is disabled. These values will be ignored."
             fi
           fi
diff --git a/.github/workflows/job-deploy-windows.yml b/.github/workflows/job-deploy-windows.yml
index 8b8f655c..e96b538d 100644
--- a/.github/workflows/job-deploy-windows.yml
+++ b/.github/workflows/job-deploy-windows.yml
@@ -28,10 +28,10 @@ on:
         required: false
         type: string
         default: 'false'
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID:
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID:
         required: false
         type: string
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID:
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID:
         required: false
         type: string
     outputs:
@@ -59,8 +59,8 @@ jobs:
           INPUT_BUILD_DOCKER_IMAGE: ${{ inputs.BUILD_DOCKER_IMAGE }}
           INPUT_EXP: ${{ inputs.EXP }}
           INPUT_WAF_ENABLED: ${{ inputs.WAF_ENABLED }}
-          INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
         run: |
           echo "🔍 Validating workflow input parameters..."
           VALIDATION_FAILED=false
@@ -147,27 +147,27 @@ jobs:
             echo "✅ WAF_ENABLED: '$INPUT_WAF_ENABLED' is valid"
           fi
           
-          # Validate AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID (optional, if provided must be valid Resource ID)
-          if [[ -n "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
-              echo "❌ ERROR: AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID (optional, if provided must be valid Resource ID)
+          if [[ -n "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" ]]; then
+            if [[ ! "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
+              echo "❌ ERROR: AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.OperationalInsights/workspaces/{workspaceName}"
-              echo "   Got: '$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID'"
+              echo "   Got: '$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: Valid Resource ID format"
+              echo "✅ AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: Valid Resource ID format"
             fi
           fi
           
-          # Validate AZURE_EXISTING_AI_PROJECT_RESOURCE_ID (optional, if provided must be valid Resource ID)
-          if [[ -n "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
-              echo "❌ ERROR: AZURE_EXISTING_AI_PROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_EXISTING_AIPROJECT_RESOURCE_ID (optional, if provided must be valid Resource ID)
+          if [[ -n "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" ]]; then
+            if [[ ! "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
+              echo "❌ ERROR: AZURE_EXISTING_AIPROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CognitiveServices/accounts/{accountName}/projects/{projectName}"
-              echo "   Got: '$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID'"
+              echo "   Got: '$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: Valid Resource ID format"
+              echo "✅ AZURE_EXISTING_AIPROJECT_RESOURCE_ID: Valid Resource ID format"
             fi
           fi
           
@@ -224,8 +224,8 @@ jobs:
           IMAGE_TAG: ${{ inputs.IMAGE_TAG }}
           BUILD_DOCKER_IMAGE: ${{ inputs.BUILD_DOCKER_IMAGE }}
           EXP: ${{ inputs.EXP }}
-          AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
         run: |
           $ErrorActionPreference = "Stop"
 
@@ -238,42 +238,40 @@ jobs:
         
           # Set additional parameters
           azd env set AZURE_SUBSCRIPTION_ID="${{ secrets.AZURE_SUBSCRIPTION_ID }}"
-          azd env set AZURE_AI_SERVICE_LOCATION="$env:AZURE_ENV_OPENAI_LOCATION"
-          azd env set AZURE_AI_DEPLOYMENT_LOCATION="$env:AZURE_ENV_OPENAI_LOCATION"
-          azd env set AZURE_AI_SERVICE_LOCATION="$env:AZURE_ENV_OPENAI_LOCATION"
+          azd env set AZURE_ENV_AI_SERVICE_LOCATION="$env:AZURE_ENV_OPENAI_LOCATION"
           azd env set AZURE_LOCATION="$env:AZURE_LOCATION"
           azd env set AZURE_RESOURCE_GROUP="$env:RESOURCE_GROUP_NAME"
-          azd env set AZURE_ENV_IMAGETAG="$env:IMAGE_TAG"
+          azd env set AZURE_ENV_IMAGE_TAG="$env:IMAGE_TAG"
           
           # Set ACR name only when building Docker image
           if ($env:BUILD_DOCKER_IMAGE -eq "true") {
             $ACR_NAME = "${{ secrets.ACR_TEST_LOGIN_SERVER }}"
-            azd env set AZURE_CONTAINER_REGISTRY_HOST="$ACR_NAME"
-            Write-Host "Set ACR name to: $ACR_NAME"
+            azd env set AZURE_ENV_CONTAINER_REGISTRY_ENDPOINT="$ACR_NAME"
+            Write-Host "Set ACR host to: $ACR_NAME"
           } else {
-            Write-Host "Skipping ACR name configuration (using existing image)"
+            Write-Host "Skipping ACR endpoint configuration (using existing image)"
           }
 
           if ($env:EXP -eq "true") {
             Write-Host "✅ EXP ENABLED - Setting EXP parameters..."
             
             # Set EXP variables dynamically
-            if ($env:AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID -ne "") {
-              $EXP_LOG_ANALYTICS_ID = $env:AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID
+            if ($env:AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID -ne "") {
+              $EXP_LOG_ANALYTICS_ID = $env:AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID
             } else {
               $EXP_LOG_ANALYTICS_ID = "${{ secrets.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}"
             }
             
-            if ($env:AZURE_EXISTING_AI_PROJECT_RESOURCE_ID -ne "") {
-              $EXP_AI_PROJECT_ID = $env:AZURE_EXISTING_AI_PROJECT_RESOURCE_ID
+            if ($env:AZURE_EXISTING_AIPROJECT_RESOURCE_ID -ne "") {
+              $EXP_AI_PROJECT_ID = $env:AZURE_EXISTING_AIPROJECT_RESOURCE_ID
             } else {
               $EXP_AI_PROJECT_ID = "${{ secrets.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}"
             }
             
-            Write-Host "AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: $EXP_LOG_ANALYTICS_ID"
-            Write-Host "AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: $EXP_AI_PROJECT_ID"
-            azd env set AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID="$EXP_LOG_ANALYTICS_ID"
-            azd env set AZURE_EXISTING_AI_PROJECT_RESOURCE_ID="$EXP_AI_PROJECT_ID"
+            Write-Host "AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: $EXP_LOG_ANALYTICS_ID"
+            Write-Host "AZURE_EXISTING_AIPROJECT_RESOURCE_ID: $EXP_AI_PROJECT_ID"
+            azd env set AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID="$EXP_LOG_ANALYTICS_ID"
+            azd env set AZURE_EXISTING_AIPROJECT_RESOURCE_ID="$EXP_AI_PROJECT_ID"
           } else {
             Write-Host "❌ EXP DISABLED - Skipping EXP parameters"
           }
diff --git a/.github/workflows/job-deploy.yml b/.github/workflows/job-deploy.yml
index 4fc6e7c1..41b17e0f 100644
--- a/.github/workflows/job-deploy.yml
+++ b/.github/workflows/job-deploy.yml
@@ -46,13 +46,13 @@ on:
         required: false
         default: ''
         type: string
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID:
-        description: 'Log Analytics Workspace ID (Optional)'
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID:
+        description: 'Log Analytics Workspace Resource ID (Optional)'
         required: false
         default: ''
         type: string
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID:
-        description: 'AI Project Resource ID (Optional)'
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID:
+        description: 'Existing AI Project Resource ID in full Azure Resource ID format (Optional, for example: /subscriptions/...)'
         required: false
         default: ''
         type: string
@@ -91,6 +91,7 @@ env:
   EXP: ${{ inputs.trigger_type == 'workflow_dispatch' && (inputs.EXP || false) || false }}
   CLEANUP_RESOURCES: ${{ inputs.trigger_type != 'workflow_dispatch' || inputs.cleanup_resources }}
   BUILD_DOCKER_IMAGE: ${{ inputs.trigger_type == 'workflow_dispatch' && (inputs.build_docker_image || false) || false }}
+  RG_TAGS: ${{ vars.RG_TAGS }}
 
 jobs:
   azure-setup:
@@ -119,8 +120,8 @@ jobs:
           INPUT_WAF_ENABLED: ${{ inputs.waf_enabled }}
           INPUT_EXP: ${{ inputs.EXP }}
           INPUT_CLEANUP_RESOURCES: ${{ inputs.cleanup_resources }}
-          INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
           INPUT_EXISTING_WEBAPP_URL: ${{ inputs.existing_webapp_url }}
           INPUT_DOCKER_IMAGE_TAG: ${{ inputs.docker_image_tag }}
         run: |
@@ -205,27 +206,27 @@ jobs:
             echo "✅ cleanup_resources: '$INPUT_CLEANUP_RESOURCES' is valid"
           fi
           
-          # Validate AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID (Azure Resource ID format)
-          if [[ -n "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
-              echo "❌ ERROR: AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID (Azure Resource ID format)
+          if [[ -n "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" ]]; then
+            if [[ ! "$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/[Mm]icrosoft\.[Oo]perational[Ii]nsights/[Ww]orkspaces/[^/]+$ ]]; then
+              echo "❌ ERROR: AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.OperationalInsights/workspaces/{workspaceName}"
-              echo "   Got: '$INPUT_AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID'"
+              echo "   Got: '$INPUT_AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: Valid Resource ID format"
+              echo "✅ AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: Valid Resource ID format"
             fi
           fi
           
-          # Validate AZURE_EXISTING_AI_PROJECT_RESOURCE_ID (Azure Resource ID format)
-          if [[ -n "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" ]]; then
-            if [[ ! "$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
-              echo "❌ ERROR: AZURE_EXISTING_AI_PROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
+          # Validate AZURE_EXISTING_AIPROJECT_RESOURCE_ID (Azure Resource ID format)
+          if [[ -n "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" ]]; then
+            if [[ ! "$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID" =~ ^/subscriptions/[a-fA-F0-9-]+/[Rr]esource[Gg]roups/[^/]+/providers/([Mm]icrosoft\.[Mm]achine[Ll]earning[Ss]ervices/([Ww]orkspaces|[Pp]rojects)/[^/]+|[Mm]icrosoft\.[Cc]ognitive[Ss]ervices/[Aa]ccounts/[^/]+/[Pp]rojects/[^/]+)$ ]]; then
+              echo "❌ ERROR: AZURE_EXISTING_AIPROJECT_RESOURCE_ID is invalid. Must be a valid Azure Resource ID format:"
               echo "   /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CognitiveServices/accounts/{accountName}/projects/{projectName}"
-              echo "   Got: '$INPUT_AZURE_EXISTING_AI_PROJECT_RESOURCE_ID'"
+              echo "   Got: '$INPUT_AZURE_EXISTING_AIPROJECT_RESOURCE_ID'"
               VALIDATION_FAILED=true
             else
-              echo "✅ AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: Valid Resource ID format"
+              echo "✅ AZURE_EXISTING_AIPROJECT_RESOURCE_ID: Valid Resource ID format"
             fi
           fi
           
@@ -269,8 +270,8 @@ jobs:
         shell: bash
         env:
           INPUT_EXP: ${{ inputs.EXP }}
-          INPUT_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-          INPUT_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+          INPUT_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+          INPUT_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
         run: |
           echo "🔍 Validating EXP configuration..."
           
@@ -279,11 +280,11 @@ jobs:
           if [[ "$INPUT_EXP" == "true" ]]; then
             EXP_ENABLED="true"
             echo "✅ EXP explicitly enabled by user input"
-          elif [[ -n "$INPUT_LOG_ANALYTICS_WORKSPACE_ID" ]] || [[ -n "$INPUT_AI_PROJECT_RESOURCE_ID" ]]; then
+          elif [[ -n "$INPUT_LOG_ANALYTICS_WORKSPACE_RID" ]] || [[ -n "$INPUT_AI_PROJECT_RESOURCE_ID" ]]; then
             echo "🔧 AUTO-ENABLING EXP: EXP parameter values were provided but EXP was not explicitly enabled."
             echo ""
             echo "You provided values for:"
-            [[ -n "$INPUT_LOG_ANALYTICS_WORKSPACE_ID" ]] && echo "  - Azure Log Analytics Workspace ID: '$INPUT_LOG_ANALYTICS_WORKSPACE_ID'"
+            [[ -n "$INPUT_LOG_ANALYTICS_WORKSPACE_RID" ]] && echo "  - Azure Log Analytics Workspace ID: '$INPUT_LOG_ANALYTICS_WORKSPACE_RID'"
             [[ -n "$INPUT_AI_PROJECT_RESOURCE_ID" ]] && echo "  - Azure AI Project Resource ID: '$INPUT_AI_PROJECT_RESOURCE_ID'"
             echo ""
             echo "✅ Automatically enabling EXP to use these values."
@@ -387,7 +388,7 @@ jobs:
           rg_exists=$(az group exists --name $RESOURCE_GROUP_NAME)
           if [ "$rg_exists" = "false" ]; then
             echo "📦 Resource group does not exist. Creating new resource group '$RESOURCE_GROUP_NAME' in location '$AZURE_LOCATION'..."
-            az group create --name $RESOURCE_GROUP_NAME --location $AZURE_LOCATION || { echo "❌ Error creating resource group"; exit 1; }
+            az group create --name $RESOURCE_GROUP_NAME --location $AZURE_LOCATION --tags ${{ env.RG_TAGS }} || { echo "❌ Error creating resource group"; exit 1; }
             echo "✅ Resource group '$RESOURCE_GROUP_NAME' created successfully."
           else
             echo "✅ Resource group '$RESOURCE_GROUP_NAME' already exists. Deploying to existing resource group."
@@ -510,8 +511,8 @@ jobs:
       BUILD_DOCKER_IMAGE: ${{ inputs.build_docker_image || 'false' }}
       EXP: ${{ needs.azure-setup.outputs.EXP_ENABLED }}
       WAF_ENABLED: ${{ inputs.waf_enabled == true && 'true' || 'false' }}
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
     secrets: inherit
 
   deploy-windows:
@@ -528,6 +529,6 @@ jobs:
       BUILD_DOCKER_IMAGE: ${{ inputs.build_docker_image || 'false' }}
       EXP: ${{ needs.azure-setup.outputs.EXP_ENABLED }}
       WAF_ENABLED: ${{ inputs.waf_enabled == true && 'true' || 'false' }}
-      AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID: ${{ inputs.AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID }}
-      AZURE_EXISTING_AI_PROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AI_PROJECT_RESOURCE_ID }}
+      AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID: ${{ inputs.AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID }}
+      AZURE_EXISTING_AIPROJECT_RESOURCE_ID: ${{ inputs.AZURE_EXISTING_AIPROJECT_RESOURCE_ID }}
     secrets: inherit
diff --git a/docs/ConfigureAppAuthentication.md b/docs/ConfigureAppAuthentication.md
index dfe30992..79fb141b 100644
--- a/docs/ConfigureAppAuthentication.md
+++ b/docs/ConfigureAppAuthentication.md
@@ -43,7 +43,7 @@ We will add Microsoft Entra ID as an authentication provider to API and Web Appl
    - Go to deployed Container App `ca-frontend-<randomname>` and select **Authentication** menu, then select created Application Registration.
      ![configure_app_registration_web_1](./images/configure_app_registration_web_1.png)
 
-   - Select **Authentication**, then select **+ Add a platform** menu.
+   - Select **Authentication (Preview)**, then select **+ Add Redirect URI**.
      ![configure_app_registration_web_2](./images/configure_app_registration_web_2.png)
 
    - Select **Single-page application**.
diff --git a/docs/CustomizingAzdParameters.md b/docs/CustomizingAzdParameters.md
index b9ba70ab..96aba024 100644
--- a/docs/CustomizingAzdParameters.md
+++ b/docs/CustomizingAzdParameters.md
@@ -6,20 +6,22 @@ By default this template will use the environment name as the prefix to prevent
 
 ## Parameters
 
-| Name                            | Type    | Example Value           | Purpose                                                                            |
-| ------------------------------- | ------- | ----------------------- | ---------------------------------------------------------------------------------- |
-| `AZURE_ENV_NAME`                | string  | `conmig`                | Sets the environment name prefix for all Azure resources.                          |
-| `AZURE_LOCATION`                | string  | `westus`                | Sets the location/region for all Azure resources.                                  |
-| `AZURE_SECONDARY_LOCATION`      | string  | `eastus2`               | Specifies a secondary Azure region.                                                |
-| `AZURE_CONTAINER_REGISTRY_HOST` | string  | `myregistry.azurecr.io` | Specifies the container registry from which to pull app container images.          |
-| `AZURE_AI_DEPLOYMENT_LOCATION`  | string  | `eastus2`               | Specifies alternative location for AI model resources.                             |
-| `AZURE_AI_DEPLOYMENT_TYPE`      | string  | `GlobalStandard`        | Defines the model deployment type (allowed values: `Standard`, `GlobalStandard`).  |
-| `AZURE_AI_MODEL_NAME`           | string  | `gpt-5.1`               | Specifies the Azure OpenAI model name to deploy.                                   |
-| `AZURE_AI_MODEL_VERSION`        | string  | `your-model-version`    | Specifies the model version (use a version available in your region/subscription). |
-| `AZURE_AI_MODEL_CAPACITY`       | integer | `200`                   | Sets the model capacity (choose based on your subscription's available quota).     |
-| `AZURE_ENV_VM_ADMIN_USERNAME`   | string  | ``                      | The administrator username for the virtual machine.                                |
-| `AZURE_ENV_VM_ADMIN_PASSWORD`   | string  | ``                      | The administrator password for the virtual machine.                                |
-| `AZURE_ENV_IMAGETAG`            | string  | `latest`                | Specifies the container image tag to use for deployment.                           |
+| Name                            | Type    | Example Value           | Purpose                                                                               |
+| ------------------------------- | ------- | ----------------------- | ------------------------------------------------------------------------------------- |
+| `AZURE_ENV_NAME`                | string  | `conmig`                | Sets the environment name prefix for all Azure resources.                             |
+| `AZURE_LOCATION`                | string  | `westus`                | Sets the location/region for all Azure resources.                                     |
+| `AZURE_SECONDARY_LOCATION`      | string  | `eastus2`               | Specifies a secondary Azure region.                                                   |
+| `AZURE_ENV_CONTAINER_REGISTRY_ENDPOINT` | string  | `myregistry.azurecr.io` | Specifies the container registry endpoint from which to pull app container images.             |
+| `AZURE_ENV_AI_SERVICE_LOCATION`     | string  | `eastus2`               | Specifies the Azure region for AI services (OpenAI/AI Foundry).                       |
+| `AZURE_ENV_MODEL_DEPLOYMENT_TYPE`      | string  | `GlobalStandard`        | Defines the model deployment type (allowed values: `Standard`, `GlobalStandard`).     |
+| `AZURE_ENV_GPT_MODEL_NAME`           | string  | `gpt-5.1`               | Specifies the Azure OpenAI model name to deploy.                                      |
+| `AZURE_ENV_GPT_MODEL_VERSION`        | string  | `2025-11-13`            | Specifies the model version (use a version available in your region/subscription).    |
+| `AZURE_ENV_GPT_MODEL_CAPACITY`       | integer | `200`                   | Sets the model capacity (choose based on your subscription's available quota).        |
+| `AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID` | string | ``             | Optional. Resource ID of an existing Log Analytics workspace to use.                  |
+| `AZURE_EXISTING_AIPROJECT_RESOURCE_ID` | string | ``            | Optional. Resource ID of an existing AI Foundry project to use.                       |
+| `AZURE_ENV_VM_ADMIN_USERNAME`   | string  | ``                      | The administrator username for the virtual machine.                                   |
+| `AZURE_ENV_VM_ADMIN_PASSWORD`   | string  | ``                      | The administrator password for the virtual machine.                                   |
+| `AZURE_ENV_IMAGE_TAG`            | string  | `latest`                | Specifies the container image tag to use for deployment.                              |
 | `AZURE_ENV_VM_SIZE`             | string  | `Standard_D2s_v5`       | Specifies the VM size for the jumpbox virtual machine (production deployment only).   |
 ## How to Set a Parameter
 
diff --git a/docs/images/configure_app_registration_web_2.png b/docs/images/configure_app_registration_web_2.png
index 7d4753c1..0287bcb0 100644
Binary files a/docs/images/configure_app_registration_web_2.png and b/docs/images/configure_app_registration_web_2.png differ
diff --git a/docs/images/configure_app_registration_web_3.png b/docs/images/configure_app_registration_web_3.png
index d192095a..7bde565e 100644
Binary files a/docs/images/configure_app_registration_web_3.png and b/docs/images/configure_app_registration_web_3.png differ
diff --git a/docs/images/configure_app_registration_web_4.png b/docs/images/configure_app_registration_web_4.png
index 258aec44..defa9892 100644
Binary files a/docs/images/configure_app_registration_web_4.png and b/docs/images/configure_app_registration_web_4.png differ
diff --git a/docs/re-use-foundry-project.md b/docs/re-use-foundry-project.md
index 7d33dfb9..ac1e248f 100644
--- a/docs/re-use-foundry-project.md
+++ b/docs/re-use-foundry-project.md
@@ -36,7 +36,7 @@ In the left-hand menu of the project blade:
 ### 6. Set the Foundry Project Resource ID in Your Environment
 Run the following command in your terminal
 ```bash
-azd env set AZURE_EXISTING_AI_PROJECT_RESOURCE_ID '<Existing Foundry Project Resource ID>'
+azd env set AZURE_EXISTING_AIPROJECT_RESOURCE_ID '<Existing Foundry Project Resource ID>'
 ```
 Replace `<Existing Foundry Project Resource ID>` with the value obtained from Step 5.
 
diff --git a/docs/re-use-log-analytics.md b/docs/re-use-log-analytics.md
index 1fa7a35d..81cdea14 100644
--- a/docs/re-use-log-analytics.md
+++ b/docs/re-use-log-analytics.md
@@ -23,7 +23,7 @@ Copy Resource ID that is your Workspace ID
 ### 4. Set the Workspace ID in Your Environment
 Run the following command in your terminal
 ```bash
-azd env set AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID '<Existing Log Analytics Workspace Id>'
+azd env set AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID '<Existing Log Analytics Workspace Id>'
 ```
 Replace `<Existing Log Analytics Workspace Id>` with the value obtained from Step 3.
 
diff --git a/infra/main.bicep b/infra/main.bicep
index 752669da..d229d716 100644
--- a/infra/main.bicep
+++ b/infra/main.bicep
@@ -39,25 +39,10 @@ var solutionLocation = empty(location) ? resourceGroup().location : location
 @description('Required. Azure region for AI services (OpenAI/AI Foundry). Must be a region that supports gpt-5.1 model deployment.')
 param azureAiServiceLocation string
 
-@allowed([
-  'australiaeast'
-  'eastus'
-  'eastus2'
-  'francecentral'
-  'japaneast'
-  'norwayeast'
-  'southindia'
-  'swedencentral'
-  'uksouth'
-  'westus'
-  'westus3'
-])
-@description('Required. Azure region for AI model deployment. Should match azureAiServiceLocation for optimal performance.')
-#disable-next-line no-unused-params
-param aiDeploymentLocation string = azureAiServiceLocation
 
-@description('Optional. The host (excluding https://) of an existing container registry. This is the `loginServer` when using Azure Container Registry.')
-param containerRegistryHost string = 'containermigrationacr.azurecr.io'
+
+@description('Optional. The endpoint (excluding https://) of an existing container registry. This is the `loginServer` when using Azure Container Registry.')
+param containerRegistryEndpoint string = 'containermigrationacr.azurecr.io'
 
 @description('Optional. The image tag to use for container images. Defaults to "latest_v2".')
 param imageTag string = 'latest_v2'
@@ -65,18 +50,18 @@ param imageTag string = 'latest_v2'
 @minLength(1)
 @allowed(['Standard', 'GlobalStandard'])
 @description('Optional. Model deployment type. Defaults to GlobalStandard.')
-param aiDeploymentType string = 'GlobalStandard'
+param deploymentType string = 'GlobalStandard'
 
 @minLength(1)
 @description('Optional. Name of the AI model to deploy. Recommend using gpt-5.1. Defaults to gpt-5.1.')
-param aiModelName string = 'gpt-5.1'
+param gptModelName string = 'gpt-5.1'
 
 @minLength(1)
 @description('Optional. Version of AI model. Review available version numbers per model before setting. Defaults to 2025-11-13.')
-param aiModelVersion string = '2025-11-13'
+param gptModelVersion string = '2025-11-13'
 
-@description('Optional. AI model deployment token capacity. Lower this if initial provisioning fails due to capacity. Defaults to 50K tokens per minute to improve regional success rate.')
-param aiModelCapacity int = 500
+@description('Optional. GPT model deployment token capacity. Lower this if initial provisioning fails due to capacity. Defaults to 500K tokens per minute to improve regional success rate.')
+param gptDeploymentCapacity int = 500
 
 @minLength(1)
 @description('Optional. Name of the embedding model to deploy. Defaults to text-embedding-3-large.')
@@ -743,7 +728,7 @@ module cosmosDb 'br/public:avm/res/document-db/database-account:0.15.0' = {
   dependsOn: [storageAccount]
 }
 
-var aiModelDeploymentName = aiModelName
+var aiModelDeploymentName = gptModelName
 
 var useExistingAiFoundryAiProject = !empty(existingFoundryProjectResourceId)
 var aiFoundryAiServicesResourceGroupName = useExistingAiFoundryAiProject
@@ -774,12 +759,12 @@ module existingAiFoundryAiServicesDeployments 'modules/ai-services-deployments.b
         name: aiModelDeploymentName
         model: {
           format: 'OpenAI'
-          name: aiModelName
-          version: aiModelVersion
+          name: gptModelName
+          version: gptModelVersion
         }
         sku: {
-          name: aiDeploymentType
-          capacity: aiModelCapacity
+          name: deploymentType
+          capacity: gptDeploymentCapacity
         }
       }
       {
@@ -844,12 +829,12 @@ module aiFoundryAiServices 'br/public:avm/res/cognitive-services/account:0.13.2'
         name: aiModelDeploymentName
         model: {
           format: 'OpenAI'
-          name: aiModelName
-          version: aiModelVersion
+          name: gptModelName
+          version: gptModelVersion
         }
         sku: {
-          name: aiDeploymentType
-          capacity: aiModelCapacity
+          name: deploymentType
+          capacity: gptDeploymentCapacity
         }
       }
       {
@@ -1187,7 +1172,7 @@ module containerAppBackend 'br/public:avm/res/app/container-app:0.18.1' = {
     containers: [
       {
         name: 'backend-api'
-        image: '${containerRegistryHost}/backend-api:${imageTag}'
+        image: '${containerRegistryEndpoint}/backend-api:${imageTag}'
         env: concat(
           [
             {
@@ -1274,7 +1259,7 @@ module containerAppFrontend 'br/public:avm/res/app/container-app:0.18.1' = {
     containers: [
       {
         name: 'frontend'
-        image: '${containerRegistryHost}/frontend:${imageTag}'
+        image: '${containerRegistryEndpoint}/frontend:${imageTag}'
         env: [
           {
             name: 'API_URL'
@@ -1342,7 +1327,7 @@ module containerAppProcessor 'br/public:avm/res/app/container-app:0.18.1' = {
     containers: [
       {
         name: 'processor'
-        image: '${containerRegistryHost}/processor:${imageTag}'
+        image: '${containerRegistryEndpoint}/processor:${imageTag}'
         env: concat(
           [
             {
diff --git a/infra/main.json b/infra/main.json
index 60844478..2684477b 100644
--- a/infra/main.json
+++ b/infra/main.json
@@ -5,8 +5,8 @@
   "metadata": {
     "_generator": {
       "name": "bicep",
-      "version": "0.42.1.51946",
-      "templateHash": "11219559543155133570"
+      "version": "0.43.1.21952",
+      "templateHash": "1278209883407272359"
     }
   },
   "parameters": {
@@ -61,31 +61,11 @@
         "description": "Required. Azure region for AI services (OpenAI/AI Foundry). Must be a region that supports gpt-5.1 model deployment."
       }
     },
-    "aiDeploymentLocation": {
-      "type": "string",
-      "defaultValue": "[parameters('azureAiServiceLocation')]",
-      "allowedValues": [
-        "australiaeast",
-        "eastus",
-        "eastus2",
-        "francecentral",
-        "japaneast",
-        "norwayeast",
-        "southindia",
-        "swedencentral",
-        "uksouth",
-        "westus",
-        "westus3"
-      ],
-      "metadata": {
-        "description": "Required. Azure region for AI model deployment. Should match azureAiServiceLocation for optimal performance."
-      }
-    },
-    "containerRegistryHost": {
+    "containerRegistryEndpoint": {
       "type": "string",
       "defaultValue": "containermigrationacr.azurecr.io",
       "metadata": {
-        "description": "Optional. The host (excluding https://) of an existing container registry. This is the `loginServer` when using Azure Container Registry."
+        "description": "Optional. The endpoint (excluding https://) of an existing container registry. This is the `loginServer` when using Azure Container Registry."
       }
     },
     "imageTag": {
@@ -95,7 +75,7 @@
         "description": "Optional. The image tag to use for container images. Defaults to \"latest_v2\"."
       }
     },
-    "aiDeploymentType": {
+    "deploymentType": {
       "type": "string",
       "defaultValue": "GlobalStandard",
       "allowedValues": [
@@ -107,7 +87,7 @@
         "description": "Optional. Model deployment type. Defaults to GlobalStandard."
       }
     },
-    "aiModelName": {
+    "gptModelName": {
       "type": "string",
       "defaultValue": "gpt-5.1",
       "minLength": 1,
@@ -115,7 +95,7 @@
         "description": "Optional. Name of the AI model to deploy. Recommend using gpt-5.1. Defaults to gpt-5.1."
       }
     },
-    "aiModelVersion": {
+    "gptModelVersion": {
       "type": "string",
       "defaultValue": "2025-11-13",
       "minLength": 1,
@@ -123,11 +103,11 @@
         "description": "Optional. Version of AI model. Review available version numbers per model before setting. Defaults to 2025-11-13."
       }
     },
-    "aiModelCapacity": {
+    "gptDeploymentCapacity": {
       "type": "int",
       "defaultValue": 500,
       "metadata": {
-        "description": "Optional. AI model deployment token capacity. Lower this if initial provisioning fails due to capacity. Defaults to 50K tokens per minute to improve regional success rate."
+        "description": "Optional. GPT model deployment token capacity. Lower this if initial provisioning fails due to capacity. Defaults to 500K tokens per minute to improve regional success rate."
       }
     },
     "aiEmbeddingModelName": {
@@ -336,7 +316,7 @@
     "processCosmosContainerName": "processes",
     "agentTelemetryCosmosContainerName": "agent_telemetry",
     "processControlCosmosContainerName": "processcontrol",
-    "aiModelDeploymentName": "[parameters('aiModelName')]",
+    "aiModelDeploymentName": "[parameters('gptModelName')]",
     "useExistingAiFoundryAiProject": "[not(empty(parameters('existingFoundryProjectResourceId')))]",
     "aiFoundryAiServicesResourceGroupName": "[if(variables('useExistingAiFoundryAiProject'), split(parameters('existingFoundryProjectResourceId'), '/')[4], format('rg-{0}', variables('solutionSuffix')))]",
     "aiFoundryAiServicesSubscriptionId": "[if(variables('useExistingAiFoundryAiProject'), split(parameters('existingFoundryProjectResourceId'), '/')[2], subscription().id)]",
@@ -346,8 +326,8 @@
     "aiServicesName": "[if(variables('useExistingAiFoundryAiProject'), variables('aiFoundryAiServicesResourceName'), variables('aiFoundryAiServicesResourceName'))]",
     "backendContainerPort": 80,
     "backendContainerAppName": "[take(format('ca-backend-api-{0}', variables('solutionSuffix')), 32)]",
-    "frontEndContainerAppName": "[take(format('ca-frontend-{0}', variables('solutionSuffix')), 32)]",
-    "processorContainerAppName": "[take(format('ca-processor-{0}', variables('solutionSuffix')), 32)]"
+    "processorContainerAppName": "[take(format('ca-processor-{0}', variables('solutionSuffix')), 32)]",
+    "frontEndContainerAppName": "[take(format('ca-frontend-{0}', variables('solutionSuffix')), 32)]"
   },
   "resources": {
     "existingLogAnalyticsWorkspace": {
@@ -4735,8 +4715,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.42.1.51946",
-              "templateHash": "2245351167779444314"
+              "version": "0.43.1.21952",
+              "templateHash": "4488065934246762087"
             }
           },
           "definitions": {
@@ -30064,12 +30044,12 @@
                 "name": "[variables('aiModelDeploymentName')]",
                 "model": {
                   "format": "OpenAI",
-                  "name": "[parameters('aiModelName')]",
-                  "version": "[parameters('aiModelVersion')]"
+                  "name": "[parameters('gptModelName')]",
+                  "version": "[parameters('gptModelVersion')]"
                 },
                 "sku": {
-                  "name": "[parameters('aiDeploymentType')]",
-                  "capacity": "[parameters('aiModelCapacity')]"
+                  "name": "[parameters('deploymentType')]",
+                  "capacity": "[parameters('gptDeploymentCapacity')]"
                 }
               },
               {
@@ -30123,8 +30103,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.42.1.51946",
-              "templateHash": "16866311185741009453"
+              "version": "0.43.1.21952",
+              "templateHash": "17526785557845507677"
             }
           },
           "definitions": {
@@ -30489,12 +30469,12 @@
                 "name": "[variables('aiModelDeploymentName')]",
                 "model": {
                   "format": "OpenAI",
-                  "name": "[parameters('aiModelName')]",
-                  "version": "[parameters('aiModelVersion')]"
+                  "name": "[parameters('gptModelName')]",
+                  "version": "[parameters('gptModelVersion')]"
                 },
                 "sku": {
-                  "name": "[parameters('aiDeploymentType')]",
-                  "capacity": "[parameters('aiModelCapacity')]"
+                  "name": "[parameters('deploymentType')]",
+                  "capacity": "[parameters('gptDeploymentCapacity')]"
                 }
               },
               {
@@ -33873,9 +33853,9 @@
       },
       "dependsOn": [
         "aiFoundryAiServices",
+        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').openAI)]",
         "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').cognitiveServices)]",
         "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').aiServices)]",
-        "[format('avmPrivateDnsZones[{0}]', variables('dnsZoneIndex').openAI)]",
         "virtualNetwork"
       ]
     },
@@ -33912,8 +33892,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.42.1.51946",
-              "templateHash": "16351752584270870112"
+              "version": "0.43.1.21952",
+              "templateHash": "8251376928798842081"
             }
           },
           "parameters": {
@@ -39317,8 +39297,8 @@
             "value": [
               {
                 "name": "backend-api",
-                "image": "[format('{0}/backend-api:{1}', parameters('containerRegistryHost'), parameters('imageTag'))]",
-                "env": "[concat(createArray(createObject('name', 'APP_CONFIGURATION_URL', 'value', reference('appConfiguration').outputs.endpoint.value), createObject('name', 'AZURE_CLIENT_ID', 'value', reference('appIdentity').outputs.clientId.value)), if(parameters('enableMonitoring'), createArray(createObject('name', 'APPLICATIONINSIGHTS_CONNECTION_STRING', 'value', reference('applicationInsights').outputs.connectionString.value)), createArray()))]",
+                "image": "[format('{0}/backend-api:{1}', parameters('containerRegistryEndpoint'), parameters('imageTag'))]",
+                "env": "[concat(createArray(createObject('name', 'APP_CONFIGURATION_URL', 'value', reference('appConfiguration').outputs.endpoint.value), createObject('name', 'AZURE_CLIENT_ID', 'value', reference('appIdentity').outputs.clientId.value), createObject('name', 'PROCESSOR_CONTROL_URL', 'value', format('https://{0}.internal.{1}', variables('processorContainerAppName'), reference('containerAppsEnvironment').outputs.defaultDomain.value))), if(parameters('enableMonitoring'), createArray(createObject('name', 'APPLICATIONINSIGHTS_CONNECTION_STRING', 'value', reference('applicationInsights').outputs.connectionString.value)), createArray()))]",
                 "resources": {
                   "cpu": 1,
                   "memory": "2.0Gi"
@@ -40964,7 +40944,7 @@
             "value": [
               {
                 "name": "frontend",
-                "image": "[format('{0}/frontend:{1}', parameters('containerRegistryHost'), parameters('imageTag'))]",
+                "image": "[format('{0}/frontend:{1}', parameters('containerRegistryEndpoint'), parameters('imageTag'))]",
                 "env": [
                   {
                     "name": "API_URL",
@@ -42612,8 +42592,8 @@
             "value": [
               {
                 "name": "processor",
-                "image": "[format('{0}/processor:{1}', parameters('containerRegistryHost'), parameters('imageTag'))]",
-                "env": "[concat(createArray(createObject('name', 'APP_CONFIGURATION_URL', 'value', reference('appConfiguration').outputs.endpoint.value), createObject('name', 'AZURE_CLIENT_ID', 'value', reference('appIdentity').outputs.clientId.value), createObject('name', 'AZURE_STORAGE_ACCOUNT_NAME', 'value', reference('storageAccount').outputs.name.value), createObject('name', 'STORAGE_ACCOUNT_NAME', 'value', reference('storageAccount').outputs.name.value)), if(parameters('enableMonitoring'), createArray(createObject('name', 'APPLICATIONINSIGHTS_CONNECTION_STRING', 'value', reference('applicationInsights').outputs.connectionString.value)), createArray()))]",
+                "image": "[format('{0}/processor:{1}', parameters('containerRegistryEndpoint'), parameters('imageTag'))]",
+                "env": "[concat(createArray(createObject('name', 'APP_CONFIGURATION_URL', 'value', reference('appConfiguration').outputs.endpoint.value), createObject('name', 'AZURE_CLIENT_ID', 'value', reference('appIdentity').outputs.clientId.value), createObject('name', 'AZURE_STORAGE_ACCOUNT_NAME', 'value', reference('storageAccount').outputs.name.value), createObject('name', 'STORAGE_ACCOUNT_NAME', 'value', reference('storageAccount').outputs.name.value), createObject('name', 'CONTROL_API_ENABLED', 'value', '1'), createObject('name', 'CONTROL_API_PORT', 'value', '8080')), if(parameters('enableMonitoring'), createArray(createObject('name', 'APPLICATIONINSIGHTS_CONNECTION_STRING', 'value', reference('applicationInsights').outputs.connectionString.value)), createArray()))]",
                 "resources": {
                   "cpu": 2,
                   "memory": "4.0Gi"
@@ -42621,15 +42601,15 @@
               }
             ]
           },
-          "ingressTransport": {
-            "value": null
-          },
-          "disableIngress": {
-            "value": true
+          "ingressTargetPort": {
+            "value": 8080
           },
           "ingressExternal": {
             "value": false
           },
+          "ingressAllowInsecure": {
+            "value": true
+          },
           "scaleSettings": {
             "value": {
               "maxReplicas": "[if(parameters('enableScalability'), 3, 1)]",
diff --git a/infra/main.parameters.json b/infra/main.parameters.json
index 790abf5b..b4a1a7cc 100644
--- a/infra/main.parameters.json
+++ b/infra/main.parameters.json
@@ -8,38 +8,29 @@
       "location": {
         "value": "${AZURE_LOCATION}"
       },
-      "containerRegistryHost": {
-        "value": "${AZURE_CONTAINER_REGISTRY_HOST}"
+      "containerRegistryEndpoint": {
+        "value": "${AZURE_ENV_CONTAINER_REGISTRY_ENDPOINT}"
       },
       "azureAiServiceLocation": {
-        "value": "${AZURE_AI_SERVICE_LOCATION}"
+        "value": "${AZURE_ENV_AI_SERVICE_LOCATION}"
       },
-      "aiDeploymentLocation": {
-        "value": "${AZURE_AI_DEPLOYMENT_LOCATION}"
+      "deploymentType": {
+        "value": "${AZURE_ENV_MODEL_DEPLOYMENT_TYPE}"
       },
-      "azureAiServiceLocation": {
-        "value": "${AZURE_AI_SERVICE_LOCATION}"
-      },
-      "aiDeploymentType": {
-        "value": "${AZURE_AI_DEPLOYMENT_TYPE}"
-      },
-      "aiModelName": {
-        "value": "${AZURE_AI_MODEL_NAME}"
-      },
-      "aiModelVersion": {
-        "value": "${AZURE_AI_MODEL_VERSION}"
+      "gptModelName": {
+        "value": "${AZURE_ENV_GPT_MODEL_NAME}"
       },
-      "aiModelCapacity": {
-        "value": "${AZURE_AI_MODEL_CAPACITY}"
+      "gptModelVersion": {
+        "value": "${AZURE_ENV_GPT_MODEL_VERSION}"
       },
-      "enableTelemetry": {
-        "value": true
+      "gptDeploymentCapacity": {
+        "value": "${AZURE_ENV_GPT_MODEL_CAPACITY}"
       },
       "existingLogAnalyticsWorkspaceId": {
-        "value": "${AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID}"
+        "value": "${AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID}"
       },
-      "existingFoundryProjectResourceId":{
-        "value": "${AZURE_EXISTING_AI_PROJECT_RESOURCE_ID}"
+      "existingFoundryProjectResourceId": {
+        "value": "${AZURE_EXISTING_AIPROJECT_RESOURCE_ID}"
       },
       "vmAdminUsername": {
         "value": "${AZURE_ENV_VM_ADMIN_USERNAME}"
@@ -48,7 +39,7 @@
         "value": "${AZURE_ENV_VM_ADMIN_PASSWORD}"
       },
       "imageTag": {
-        "value": "${AZURE_ENV_IMAGETAG}"
+        "value": "${AZURE_ENV_IMAGE_TAG}"
       }
     }
 }
diff --git a/infra/main.waf.parameters.json b/infra/main.waf.parameters.json
index 65a894df..3ed3de5b 100644
--- a/infra/main.waf.parameters.json
+++ b/infra/main.waf.parameters.json
@@ -8,29 +8,23 @@
       "location": {
         "value": "${AZURE_LOCATION}"
       },
-      "containerRegistryHost": {
-        "value": "${AZURE_CONTAINER_REGISTRY_HOST}"
+      "containerRegistryEndpoint": {
+        "value": "${AZURE_ENV_CONTAINER_REGISTRY_ENDPOINT}"
       },
       "azureAiServiceLocation": {
-        "value": "${AZURE_AI_SERVICE_LOCATION}"
+        "value": "${AZURE_ENV_AI_SERVICE_LOCATION}"
       },
-      "aiDeploymentLocation": {
-        "value": "${AZURE_AI_DEPLOYMENT_LOCATION}"
+      "deploymentType": {
+        "value": "${AZURE_ENV_MODEL_DEPLOYMENT_TYPE}"
       },
-      "azureAiServiceLocation": {
-        "value": "${AZURE_AI_SERVICE_LOCATION}"
-      },
-      "aiDeploymentType": {
-        "value": "${AZURE_AI_DEPLOYMENT_TYPE}"
-      },
-      "aiModelName": {
-        "value": "${AZURE_AI_MODEL_NAME}"
+      "gptModelName": {
+        "value": "${AZURE_ENV_GPT_MODEL_NAME}"
       },
-      "aiModelVersion": {
-        "value": "${AZURE_AI_MODEL_VERSION}"
+      "gptModelVersion": {
+        "value": "${AZURE_ENV_GPT_MODEL_VERSION}"
       },
-      "aiModelCapacity": {
-        "value": "${AZURE_AI_MODEL_CAPACITY}"
+      "gptDeploymentCapacity": {
+        "value": "${AZURE_ENV_GPT_MODEL_CAPACITY}"
       },
       "enableTelemetry": {
         "value": true
@@ -51,13 +45,13 @@
         "value": "${AZURE_ENV_VM_ADMIN_PASSWORD}"
       },
       "existingLogAnalyticsWorkspaceId": {
-        "value": "${AZURE_ENV_LOG_ANALYTICS_WORKSPACE_ID}"
+        "value": "${AZURE_ENV_EXISTING_LOG_ANALYTICS_WORKSPACE_RID}"
       },
-      "existingFoundryProjectResourceId":{
-        "value": "${AZURE_EXISTING_AI_PROJECT_RESOURCE_ID}"
+      "existingFoundryProjectResourceId": {
+        "value": "${AZURE_EXISTING_AIPROJECT_RESOURCE_ID}"
       },
       "imageTag": {
-        "value": "${AZURE_ENV_IMAGETAG}"
+        "value": "${AZURE_ENV_IMAGE_TAG}"
       },
       "vmSize": {
         "value": "${AZURE_ENV_VM_SIZE}"
diff --git a/infra/main_custom.bicep b/infra/main_custom.bicep
index 878b8d1b..fea69ac3 100644
--- a/infra/main_custom.bicep
+++ b/infra/main_custom.bicep
@@ -58,18 +58,18 @@ param frontendImageName string = ''
 @minLength(1)
 @allowed(['Standard', 'GlobalStandard'])
 @description('Optional. Model deployment type. Defaults to GlobalStandard.')
-param aiDeploymentType string = 'GlobalStandard'
+param deploymentType string = 'GlobalStandard'
 
 @minLength(1)
-@description('Optional. Name of the AI model to deploy. Recommend using GPT5.1. Defaults to GPT5.1.')
-param aiModelName string = 'gpt-5.1'
+@description('Optional. Name of the AI model to deploy. Recommend using gpt-5.1. Defaults to gpt-5.1.')
+param gptModelName string = 'gpt-5.1'
 
 @minLength(1)
 @description('Optional. Version of AI model. Review available version numbers per model before setting. Defaults to 2025-11-13.')
-param aiModelVersion string = '2025-11-13'
+param gptModelVersion string = '2025-11-13'
 
-@description('Optional. AI model deployment token capacity. Lower this if initial provisioning fails due to capacity. Defaults to 50K tokens per minute to improve regional success rate.')
-param aiModelCapacity int = 1
+@description('Optional. GPT model deployment token capacity. Lower this if initial provisioning fails due to capacity. Defaults to 500K tokens per minute to improve regional success rate.')
+param gptDeploymentCapacity int = 500
 
 @description('Optional. The tags to apply to all deployed Azure resources.')
 param tags resourceInput<'Microsoft.Resources/resourceGroups@2025-04-01'>.tags = {}
@@ -707,7 +707,7 @@ module containerRegistry 'br/public:avm/res/container-registry/registry:0.9.1' =
   }
 }
 
-var aiModelDeploymentName = aiModelName
+var aiModelDeploymentName = gptModelName
 
 var useExistingAiFoundryAiProject = !empty(existingFoundryProjectResourceId)
 var aiFoundryAiServicesResourceGroupName = useExistingAiFoundryAiProject
@@ -737,12 +737,12 @@ module existingAiFoundryAiServicesDeployments 'modules/ai-services-deployments.b
         name: aiModelDeploymentName
         model: {
           format: 'OpenAI'
-          name: aiModelName
-          version: aiModelVersion
+          name: gptModelName
+          version: gptModelVersion
         }
         sku: {
-          name: aiDeploymentType
-          capacity: aiModelCapacity
+          name: deploymentType
+          capacity: gptDeploymentCapacity
         }
       }
     ]
@@ -783,12 +783,12 @@ module aiFoundryAiServices 'br/public:avm/res/cognitive-services/account:0.13.2'
         name: aiModelDeploymentName
         model: {
           format: 'OpenAI'
-          name: aiModelName
-          version: aiModelVersion
+          name: gptModelName
+          version: gptModelVersion
         }
         sku: {
-          name: aiDeploymentType
-          capacity: aiModelCapacity
+          name: deploymentType
+          capacity: gptDeploymentCapacity
         }
       }
     ]
diff --git a/src/frontend/src/pages/processPage.tsx b/src/frontend/src/pages/processPage.tsx
index 657e67e1..dbca75bf 100644
--- a/src/frontend/src/pages/processPage.tsx
+++ b/src/frontend/src/pages/processPage.tsx
@@ -127,6 +127,11 @@ const ProcessPage: React.FC = () => {
 
   // Error state management
   const [migrationError, setMigrationError] = useState(false);
+  const [errorDetails, setErrorDetails] = useState<{ reason: string; step: string; details: string }>({
+    reason: '',
+    step: '',
+    details: '',
+  });
 
   // Helper function to clean phase name - removes "PHASE X - " prefix
   const cleanPhaseName = (phase: string): string => {
diff --git a/src/processor/pyproject.toml b/src/processor/pyproject.toml
index 0f189876..846621b5 100644
--- a/src/processor/pyproject.toml
+++ b/src/processor/pyproject.toml
@@ -13,6 +13,7 @@ dependencies = [
     "azure-ai-projects==2.0.0b3",
     "azure-appconfiguration==1.7.2",
     "azure-core==1.38.0",
+    "azure-cosmos==4.15.0",
     "azure-identity==1.26.0b1",
     "azure-storage-blob==12.28.0",
     "azure-storage-file-datalake==12.23.0",
diff --git a/src/processor/uv.lock b/src/processor/uv.lock
index 29790cf5..dec50656 100644
--- a/src/processor/uv.lock
+++ b/src/processor/uv.lock
@@ -12,18 +12,22 @@ prerelease-mode = "allow"
 
 [[package]]
 name = "a2a-sdk"
-version = "0.3.23"
+version = "1.0.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "culsans", marker = "python_full_version < '3.13'" },
     { name = "google-api-core" },
+    { name = "googleapis-common-protos" },
     { name = "httpx" },
     { name = "httpx-sse" },
+    { name = "json-rpc" },
+    { name = "packaging" },
     { name = "protobuf" },
     { name = "pydantic" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2d/6a/2fe24e0a85240a651006c12f79bdb37156adc760a96c44bc002ebda77916/a2a_sdk-0.3.23.tar.gz", hash = "sha256:7c46b8572c4633a2b41fced2833e11e62871e8539a5b3c782ba2ba1e33d213c2", size = 255265, upload-time = "2026-02-17T08:34:34.648Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/88/f3/1c312eae0298542eef1a096be378a3ad2d20b171ea0ac6be26b81f542720/a2a_sdk-1.0.2.tar.gz", hash = "sha256:e4ee4dd509894c32c9a6df728319875fa4f049e70ae82476fa447353e3a4b648", size = 375193, upload-time = "2026-04-24T13:50:24.303Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/20/77d119f19ab03449d3e6bc0b1f11296d593dae99775c1d891ab1e290e416/a2a_sdk-0.3.23-py3-none-any.whl", hash = "sha256:8c2f01dffbfdd3509eafc15c4684743e6ae75e69a5df5d6f87be214c948e7530", size = 145689, upload-time = "2026-02-17T08:34:33.263Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/03/58c92a44e7b94a42614880df2365f074969e47067c4c736e31e855aca2fd/a2a_sdk-1.0.2-py3-none-any.whl", hash = "sha256:4dbc083b6808ee28207ac6daad263360f87612c37b2d06f5521efb530318141c", size = 234302, upload-time = "2026-04-24T13:50:22.412Z" },
 ]
 
 [[package]]
@@ -108,11 +112,15 @@ wheels = [
 
 [[package]]
 name = "agent-framework-azure-ai-search"
-version = "0.0.0a1"
+version = "1.0.0b260130"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b5/58/b9c706e03b3407be3c70777124136cf428f7879664f9032e606d23024208/agent_framework_azure_ai_search-0.0.0a1.tar.gz", hash = "sha256:ca60fa77a8c3a55eb954c03de4b74ecf890566220854acaad4e07d56f86f43be", size = 1658, upload-time = "2025-09-30T01:34:23.006Z" }
+dependencies = [
+    { name = "agent-framework-core" },
+    { name = "azure-search-documents" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/64/63/81c7853aa526f3c3667871cea14667af73323c6c53d31c34be34926a9de4/agent_framework_azure_ai_search-1.0.0b260130.tar.gz", hash = "sha256:0a622fdddd7dc0287de693f2aa6f770ec52ea8d1eaca817c4276daa08001c10b", size = 13312, upload-time = "2026-01-30T19:01:08.046Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e6/c0/bd014d57a6718272a10955e679a7e08307cabd9557925350ca6e5f94eae9/agent_framework_azure_ai_search-0.0.0a1-py3-none-any.whl", hash = "sha256:b913cb4640a6a2539b1a008462f6dbdca64b14ad9c2bd68a99fa396b5312e876", size = 2373, upload-time = "2025-09-30T01:34:21.349Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/ec/ac8143dbb1af2ec510f7772d712803193a6a0ad5f36b06e7ec7121df5c80/agent_framework_azure_ai_search-1.0.0b260130-py3-none-any.whl", hash = "sha256:0278c948696d7a00193a0271074c6057b57589ff98eda5544f2eafeac051d6e9", size = 13449, upload-time = "2026-01-30T19:01:23.262Z" },
 ]
 
 [[package]]
@@ -122,7 +130,8 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "agent-framework-core" },
     { name = "agent-framework-durabletask" },
-    { name = "azure-functions" },
+    { name = "azure-functions", version = "1.26.0b1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
+    { name = "azure-functions", version = "2.2.0b2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.13'" },
     { name = "azure-functions-durable" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/c4/0e/59c4c45c380b4d0dcfb71be45ec60a8d52b271979b5cf9e5be1f9e974653/agent_framework_azurefunctions-1.0.0b260130.tar.gz", hash = "sha256:b6a971036c7088a61e5079549f11e0c7972b955452bdb6d576769ed8da27b920", size = 16340, upload-time = "2026-01-30T19:01:06.649Z" }
@@ -410,6 +419,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b4/63/278a98c715ae467624eafe375542d8ba9b4383a016df8fdefe0ae28382a7/aiohttp-3.13.3-cp314-cp314t-win_amd64.whl", hash = "sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344", size = 499694, upload-time = "2026-01-03T17:32:24.546Z" },
 ]
 
+[[package]]
+name = "aiologic"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "sniffio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a8/13/50b91a3ea6b030d280d2654be97c48b6ed81753a50286ee43c646ba36d3c/aiologic-0.16.0.tar.gz", hash = "sha256:c267ccbd3ff417ec93e78d28d4d577ccca115d5797cdbd16785a551d9658858f", size = 225952, upload-time = "2025-11-27T23:48:41.195Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f6/27/206615942005471499f6fbc36621582e24d0686f33c74b2d018fcfd4fe67/aiologic-0.16.0-py3-none-any.whl", hash = "sha256:e00ce5f68c5607c864d26aec99c0a33a83bdf8237aa7312ffbb96805af67d8b6", size = 135193, upload-time = "2025-11-27T23:48:40.099Z" },
+]
+
 [[package]]
 name = "aiosignal"
 version = "1.4.0"
@@ -443,7 +466,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.80.0"
+version = "0.97.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -455,9 +478,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7f/63/791e14ef5a8ecb485cef5b5d058c7ca3ad6c50a2f94cf4cea5231c6b7c16/anthropic-0.80.0.tar.gz", hash = "sha256:ef042586673fdcab2a6ffd381aa5f9a1bcce38ffe73c07fe70bd56d12b8124ba", size = 533291, upload-time = "2026-02-17T19:26:26.717Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/14/93/f66ea8bfe39f2e6bb9da8e27fa5457ad2520e8f7612dfc547b17fad55c4d/anthropic-0.97.0.tar.gz", hash = "sha256:021e79fd8e21e90ad94dc5ba2bbbd8b1599f424f5b1fab6c06204009cab764be", size = 669502, upload-time = "2026-04-23T20:52:34.445Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b2/4b/665f29338f51d0c2f9e04b276ea54cc1e957ae5c521a0ad868aa80abc608/anthropic-0.80.0-py3-none-any.whl", hash = "sha256:dad0e40ec371ee686e9ffb2e0cb461a0ed51447fa100927fb5d39b174c286d6f", size = 453667, upload-time = "2026-02-17T19:26:29.96Z" },
+    { url = "https://files.pythonhosted.org/packages/53/b6/8e851369fa661ad0fef2ae6266bf3b7d52b78ccf011720058f4adaca59e2/anthropic-0.97.0-py3-none-any.whl", hash = "sha256:8a1a472dfabcfc0c52ff6a3eecf724ac7e07107a2f6e2367be55ceb42f5d5613", size = 662126, upload-time = "2026-04-23T20:52:32.377Z" },
 ]
 
 [[package]]
@@ -582,6 +605,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c4/59/c21dfb3ee35fe723c7662b3e468b20532947e73e11248971c45b7554590b/azure_appconfiguration-1.7.2-py3-none-any.whl", hash = "sha256:8cb62acd32efa84ae1e1ce30118ab4b412b3652f3ab6e86f811ec2e48388d083", size = 100202, upload-time = "2025-10-20T20:26:31.261Z" },
 ]
 
+[[package]]
+name = "azure-common"
+version = "1.1.28"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3e/71/f6f71a276e2e69264a97ad39ef850dca0a04fce67b12570730cb38d0ccac/azure-common-1.1.28.zip", hash = "sha256:4ac0cd3214e36b6a1b6a442686722a5d8cc449603aa833f3f0f40bda836704a3", size = 20914, upload-time = "2022-02-03T19:39:44.373Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/62/55/7f118b9c1b23ec15ca05d15a578d8207aa1706bc6f7c87218efffbbf875d/azure_common-1.1.28-py2.py3-none-any.whl", hash = "sha256:5c12d3dcf4ec20599ca6b0d3e09e86e146353d443e7fcc050c9a19c1f9df20ad", size = 14462, upload-time = "2022-02-03T19:39:42.417Z" },
+]
+
 [[package]]
 name = "azure-core"
 version = "1.38.0"
@@ -610,14 +642,33 @@ wheels = [
 
 [[package]]
 name = "azure-functions"
-version = "1.24.0"
+version = "1.26.0b1"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.13'",
+]
 dependencies = [
-    { name = "werkzeug" },
+    { name = "werkzeug", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1d/be/5535830e0658e9668093941b3c33b0ea03eceadbf6bd6b7870aa37ef071a/azure_functions-1.24.0.tar.gz", hash = "sha256:18ea1607c7a7268b7a1e1bd0cc28c5cc57a9db6baaacddb39ba0e9f865728187", size = 134495, upload-time = "2025-10-06T19:08:08.612Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/30/a1/dcc891ab6595a9933b92559eeaac7a322b02efc3bc2b8c46bdefb96cba2b/azure_functions-1.26.0b1.tar.gz", hash = "sha256:f12d33858e91f84a03369fd3c35a9edf6d7ff2c33314e7de5f78e81cb3473e1a", size = 152503, upload-time = "2026-04-14T15:28:20.678Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9b/76/e6c5809ee0295e882b6c9ad595896748e33989d353b67316a854f65fb754/azure_functions-1.24.0-py3-none-any.whl", hash = "sha256:32b12c2a219824525849dd92036488edeb70d306d164efd9e941f10f9ac0a91c", size = 108341, upload-time = "2025-10-06T19:08:07.128Z" },
+    { url = "https://files.pythonhosted.org/packages/91/3d/702c510f5aec4331de1df3acbbc0bf4574a04209422e142d1430f8671478/azure_functions-1.26.0b1-py3-none-any.whl", hash = "sha256:4101cec4e129ac492b3d4658c9d4f22b04154c854fd1ef75c0faafdbb60c2796", size = 117544, upload-time = "2026-04-14T15:28:19.535Z" },
+]
+
+[[package]]
+name = "azure-functions"
+version = "2.2.0b2"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.14'",
+    "python_full_version == '3.13.*'",
+]
+dependencies = [
+    { name = "werkzeug", marker = "python_full_version >= '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/77/b9/71c0ba96e1951ad41c677d93c22041b8f56ed121734c6210c57b235e6073/azure_functions-2.2.0b2.tar.gz", hash = "sha256:51097332654ede6be3ed53a7fb9512f5323f222940dcc966827962f70e7ea6af", size = 155316, upload-time = "2026-04-22T17:13:38.71Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fe/3e/12391f538cf695dc3b824cef35e50794895bafabe886b167c84dd0b53354/azure_functions-2.2.0b2-py3-none-any.whl", hash = "sha256:22705ceddc50af72d551fba90cefe59453f2cc5f354340c1f61058be7784a8cd", size = 119590, upload-time = "2026-04-22T17:13:36.742Z" },
 ]
 
 [[package]]
@@ -626,7 +677,8 @@ version = "1.5.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
-    { name = "azure-functions" },
+    { name = "azure-functions", version = "1.26.0b1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.13'" },
+    { name = "azure-functions", version = "2.2.0b2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.13'" },
     { name = "furl" },
     { name = "opentelemetry-api" },
     { name = "opentelemetry-sdk" },
@@ -654,6 +706,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e1/28/af9ef022f21e3b51b3718d4348f771b490678c1116563895547c0a771362/azure_identity-1.26.0b1-py3-none-any.whl", hash = "sha256:dc608b59ae628a38611208ee761adeb1a2b9390258b58d6edcda2d24c50a4348", size = 197227, upload-time = "2025-11-07T03:04:16.923Z" },
 ]
 
+[[package]]
+name = "azure-search-documents"
+version = "11.7.0b2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "azure-common" },
+    { name = "azure-core" },
+    { name = "isodate" },
+    { name = "typing-extensions" },
+]
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