diff --git a/.github/workflows/build-docker-images.yml b/.github/workflows/build-docker-images.yml
index 250588ed3..b6eb1ed45 100644
--- a/.github/workflows/build-docker-images.yml
+++ b/.github/workflows/build-docker-images.yml
@@ -4,9 +4,9 @@ on:
   workflow_run:
     workflows: [Tests]
     types: [completed]
-    branches: [main]
+    branches: [main, dev, demo]
   pull_request:
-    branches: [main]
+    branches: [main, dev, demo]
     types:
     - opened
     - ready_for_review
@@ -28,9 +28,9 @@ jobs:
             dockerfile: docker/Frontend.Dockerfile
     uses: ./.github/workflows/build-docker.yml
     with:
-      registry: cwydcontainerreg.azurecr.io
-      username: cwydcontainerreg
+      registry: ${{ github.event.workflow_run.head_branch == 'main' && 'fruoccopublic.azurecr.io' || 'cwydcontainerreg.azurecr.io'}}
+      username: ${{ github.event.workflow_run.head_branch == 'main' && 'fruoccopublic' || 'cwydcontainerreg'}}
       app_name: ${{ matrix.app_name }}
       dockerfile: ${{ matrix.dockerfile }}
-      push: ${{ github.event_name == 'workflow_run' && github.event.workflow_run.head_branch == 'main' }}
+      push: ${{ github.event_name == 'workflow_run' && github.event.workflow_run.head_branch == 'main' || github.event.workflow_run.head_branch == 'dev' || github.event.workflow_run.head_branch == 'demo' }}
     secrets: inherit
diff --git a/.github/workflows/build-docker.yml b/.github/workflows/build-docker.yml
index 6f6fe1a7d..40398698e 100644
--- a/.github/workflows/build-docker.yml
+++ b/.github/workflows/build-docker.yml
@@ -51,7 +51,7 @@ jobs:
         context: .
         file: ${{ inputs.dockerfile }}
         push: ${{ inputs.push }}
-        cache-from: type=registry,ref=${{ inputs.registry }}/${{ inputs.app_name}}:latest
+        cache-from: type=registry,ref=${{ inputs.registry }}/${{ inputs.app_name}}:${{ github.ref_name == 'main' && 'latest' || github.ref_name == 'dev' && 'dev' || github.ref_name == 'demo' && 'demo' || 'latest' }}
         tags: |
-          ${{ inputs.registry }}/${{ inputs.app_name}}:latest
+          ${{ inputs.registry }}/${{ inputs.app_name}}:${{ github.ref_name == 'main' && 'latest' || github.ref_name == 'dev' && 'dev' || github.ref_name == 'demo' && 'demo' || 'latest' }}
           ${{ inputs.registry }}/${{ inputs.app_name}}:${{ steps.date.outputs.date }}_${{ github.run_number }}
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c6da84c2f..071d64e15 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -4,6 +4,8 @@ on:
   push:
     branches:
       - main
+      - dev
+      - demo
   schedule:
     - cron: '0 6,18 * * *'  # Runs at 6:00 AM and 6:00 PM GMT
 
@@ -34,6 +36,17 @@ jobs:
           username: ${{ github.repository_owner }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
+      - name: Set imageTag
+        id: set-image-tag
+        run: |
+          if [[ "${{ github.event_name }}" == "schedule" ]]; then
+            echo "imageTag=latest" >> $GITHUB_ENV
+          elif [[ "${{ github.ref_name }}" == "main" ]]; then
+            echo "imageTag=latest" >> $GITHUB_ENV
+          else
+            echo "imageTag=${{ github.ref_name }}" >> $GITHUB_ENV
+          fi
+
       - name: Pre-build image and run make in dev container
         uses: devcontainers/ci@v0.3
         env:
@@ -42,8 +55,9 @@ jobs:
         with:
           imageName: ghcr.io/roopan-microsoft/psl-cwyd-main
           cacheFrom: ghcr.io/roopan-microsoft/psl-cwyd-main
+          imageTag: ${{ env.imageTag }}
           runCmd: make ci && make deploy
-          refFilterForPush: refs/heads/main
+          refFilterForPush: refs/heads/${{ github.event_name == 'schedule' && 'main' || github.ref_name }}
           env: |
             AZURE_CLIENT_ID
             AZURE_CLIENT_SECRET
@@ -61,6 +75,7 @@ jobs:
         with:
           push: never
           imageName: ghcr.io/roopan-microsoft/psl-cwyd-main
+          imageTag: ${{ env.imageTag }}
           runCmd: make destroy
           env: |
             AZURE_CLIENT_ID
diff --git a/infra/main.bicep b/infra/main.bicep
index 9056656a0..d828187c6 100644
--- a/infra/main.bicep
+++ b/infra/main.bicep
@@ -639,7 +639,7 @@ module web_docker './app/web.bicep' = if (hostingModel == 'container') {
     name: '${websiteName}-docker'
     location: location
     tags: union(tags, { 'azd-service-name': 'web-docker' })
-    dockerFullImageName: 'fruoccopublic.azurecr.io/rag-webapp'
+    dockerFullImageName: 'fruoccopublic.azurecr.io/rag-webapp:latest'
     appServicePlanId: hostingplan.outputs.name
     applicationInsightsName: monitoring.outputs.applicationInsightsName
     healthCheckPath: '/api/health'
@@ -799,7 +799,7 @@ module adminweb_docker './app/adminweb.bicep' = if (hostingModel == 'container')
     name: '${adminWebsiteName}-docker'
     location: location
     tags: union(tags, { 'azd-service-name': 'adminweb-docker' })
-    dockerFullImageName: 'fruoccopublic.azurecr.io/rag-adminwebapp'
+    dockerFullImageName: 'fruoccopublic.azurecr.io/rag-adminwebapp:latest'
     appServicePlanId: hostingplan.outputs.name
     applicationInsightsName: monitoring.outputs.applicationInsightsName
     azureOpenAIName: openai.outputs.name
@@ -974,7 +974,7 @@ module function_docker './app/function.bicep' = if (hostingModel == 'container')
     name: '${functionName}-docker'
     location: location
     tags: union(tags, { 'azd-service-name': 'function-docker' })
-    dockerFullImageName: 'fruoccopublic.azurecr.io/rag-backend'
+    dockerFullImageName: 'fruoccopublic.azurecr.io/rag-backend:latest'
     appServicePlanId: hostingplan.outputs.name
     applicationInsightsName: monitoring.outputs.applicationInsightsName
     azureOpenAIName: openai.outputs.name
diff --git a/infra/main.json b/infra/main.json
index e922d2c26..f00e56bd9 100644
--- a/infra/main.json
+++ b/infra/main.json
@@ -4,8 +4,8 @@
   "metadata": {
     "_generator": {
       "name": "bicep",
-      "version": "0.27.1.19265",
-      "templateHash": "12333512568102107027"
+      "version": "0.31.34.60546",
+      "templateHash": "11066663538566198133"
     }
   },
   "parameters": {
@@ -703,8 +703,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "4859822953916033283"
+              "version": "0.31.34.60546",
+              "templateHash": "16376502235448567731"
             }
           },
           "parameters": {
@@ -872,8 +872,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "10946574055690902625"
+              "version": "0.31.34.60546",
+              "templateHash": "13364147767022226969"
             },
             "description": "Creates an Azure Key Vault."
           },
@@ -969,8 +969,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "10621100095067903006"
+              "version": "0.31.34.60546",
+              "templateHash": "5846053745240336221"
             },
             "description": "Creates an Azure Cognitive Services instance."
           },
@@ -1128,8 +1128,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "10621100095067903006"
+              "version": "0.31.34.60546",
+              "templateHash": "5846053745240336221"
             },
             "description": "Creates an Azure Cognitive Services instance."
           },
@@ -1281,8 +1281,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -1352,8 +1352,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -1423,8 +1423,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -1494,8 +1494,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -1569,8 +1569,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "10621100095067903006"
+              "version": "0.31.34.60546",
+              "templateHash": "5846053745240336221"
             },
             "description": "Creates an Azure Cognitive Services instance."
           },
@@ -1741,8 +1741,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "14579716731765543192"
+              "version": "0.31.34.60546",
+              "templateHash": "9526483378278704058"
             }
           },
           "parameters": {
@@ -1975,8 +1975,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "109530586617035708"
+              "version": "0.31.34.60546",
+              "templateHash": "12402174270479558945"
             },
             "description": "Creates an Azure AI Search instance."
           },
@@ -2144,8 +2144,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "3882056790487836425"
+              "version": "0.31.34.60546",
+              "templateHash": "11168587044178660695"
             },
             "description": "Creates an Azure App Service plan."
           },
@@ -2332,8 +2332,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "4871228348238542266"
+              "version": "0.31.34.60546",
+              "templateHash": "9347651394814311894"
             }
           },
           "parameters": {
@@ -2514,8 +2514,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "13528682982724980465"
+                      "version": "0.31.34.60546",
+                      "templateHash": "14818871229133632920"
                     },
                     "description": "Creates an Azure App Service in an existing Azure App Service plan."
                   },
@@ -2741,8 +2741,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "9730065891606131364"
+                              "version": "0.31.34.60546",
+                              "templateHash": "3955925289075906039"
                             },
                             "description": "Updates app settings for an Azure App Service."
                           },
@@ -2819,8 +2819,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -2888,8 +2888,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -2957,8 +2957,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -3026,8 +3026,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -3092,8 +3092,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6278079210023281106"
+                      "version": "0.31.34.60546",
+                      "templateHash": "17352167468248267479"
                     },
                     "description": "Assigns an Azure Key Vault access policy."
                   },
@@ -3166,8 +3166,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "12223899351427459655"
+                      "version": "0.31.34.60546",
+                      "templateHash": "8033637033572984239"
                     },
                     "description": "Creates a SQL role assignment under an Azure Cosmos DB account."
                   },
@@ -3256,7 +3256,7 @@
             "value": "[union(variables('tags'), createObject('azd-service-name', 'web-docker'))]"
           },
           "dockerFullImageName": {
-            "value": "fruoccopublic.azurecr.io/rag-webapp"
+            "value": "fruoccopublic.azurecr.io/rag-webapp:latest"
           },
           "appServicePlanId": {
             "value": "[reference(extensionResourceId(format('/subscriptions/{0}/resourceGroups/{1}', subscription().subscriptionId, variables('rgName')), 'Microsoft.Resources/deployments', parameters('hostingPlanName')), '2022-09-01').outputs.name.value]"
@@ -3360,8 +3360,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "4871228348238542266"
+              "version": "0.31.34.60546",
+              "templateHash": "9347651394814311894"
             }
           },
           "parameters": {
@@ -3542,8 +3542,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "13528682982724980465"
+                      "version": "0.31.34.60546",
+                      "templateHash": "14818871229133632920"
                     },
                     "description": "Creates an Azure App Service in an existing Azure App Service plan."
                   },
@@ -3769,8 +3769,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "9730065891606131364"
+                              "version": "0.31.34.60546",
+                              "templateHash": "3955925289075906039"
                             },
                             "description": "Updates app settings for an Azure App Service."
                           },
@@ -3847,8 +3847,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -3916,8 +3916,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -3985,8 +3985,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -4054,8 +4054,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -4120,8 +4120,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6278079210023281106"
+                      "version": "0.31.34.60546",
+                      "templateHash": "17352167468248267479"
                     },
                     "description": "Assigns an Azure Key Vault access policy."
                   },
@@ -4194,8 +4194,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "12223899351427459655"
+                      "version": "0.31.34.60546",
+                      "templateHash": "8033637033572984239"
                     },
                     "description": "Creates a SQL role assignment under an Azure Cosmos DB account."
                   },
@@ -4384,8 +4384,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "9122829587959554559"
+              "version": "0.31.34.60546",
+              "templateHash": "16426772879193976216"
             }
           },
           "parameters": {
@@ -4555,8 +4555,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "13528682982724980465"
+                      "version": "0.31.34.60546",
+                      "templateHash": "14818871229133632920"
                     },
                     "description": "Creates an Azure App Service in an existing Azure App Service plan."
                   },
@@ -4782,8 +4782,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "9730065891606131364"
+                              "version": "0.31.34.60546",
+                              "templateHash": "3955925289075906039"
                             },
                             "description": "Updates app settings for an Azure App Service."
                           },
@@ -4860,8 +4860,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -4929,8 +4929,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -4998,8 +4998,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -5067,8 +5067,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -5133,8 +5133,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6278079210023281106"
+                      "version": "0.31.34.60546",
+                      "templateHash": "17352167468248267479"
                     },
                     "description": "Assigns an Azure Key Vault access policy."
                   },
@@ -5235,7 +5235,7 @@
             "value": "[union(variables('tags'), createObject('azd-service-name', 'adminweb-docker'))]"
           },
           "dockerFullImageName": {
-            "value": "fruoccopublic.azurecr.io/rag-adminwebapp"
+            "value": "fruoccopublic.azurecr.io/rag-adminwebapp:latest"
           },
           "appServicePlanId": {
             "value": "[reference(extensionResourceId(format('/subscriptions/{0}/resourceGroups/{1}', subscription().subscriptionId, variables('rgName')), 'Microsoft.Resources/deployments', parameters('hostingPlanName')), '2022-09-01').outputs.name.value]"
@@ -5332,8 +5332,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "9122829587959554559"
+              "version": "0.31.34.60546",
+              "templateHash": "16426772879193976216"
             }
           },
           "parameters": {
@@ -5503,8 +5503,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "13528682982724980465"
+                      "version": "0.31.34.60546",
+                      "templateHash": "14818871229133632920"
                     },
                     "description": "Creates an Azure App Service in an existing Azure App Service plan."
                   },
@@ -5730,8 +5730,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "9730065891606131364"
+                              "version": "0.31.34.60546",
+                              "templateHash": "3955925289075906039"
                             },
                             "description": "Updates app settings for an Azure App Service."
                           },
@@ -5808,8 +5808,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -5877,8 +5877,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -5946,8 +5946,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -6015,8 +6015,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -6081,8 +6081,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6278079210023281106"
+                      "version": "0.31.34.60546",
+                      "templateHash": "17352167468248267479"
                     },
                     "description": "Assigns an Azure Key Vault access policy."
                   },
@@ -6196,8 +6196,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "13065021834937678877"
+              "version": "0.31.34.60546",
+              "templateHash": "8473455776229346647"
             },
             "description": "Creates an Application Insights instance and a Log Analytics workspace."
           },
@@ -6248,8 +6248,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "2707024492396982954"
+                      "version": "0.31.34.60546",
+                      "templateHash": "15449976264810996474"
                     },
                     "description": "Creates a Log Analytics workspace."
                   },
@@ -6329,8 +6329,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6684811037284796150"
+                      "version": "0.31.34.60546",
+                      "templateHash": "16358460762600875186"
                     },
                     "description": "Creates an Application Insights instance based on an existing Log Analytics workspace."
                   },
@@ -6394,8 +6394,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "1759216242890853910"
+                              "version": "0.31.34.60546",
+                              "templateHash": "1003060957409338499"
                             },
                             "description": "Creates a dashboard for an Application Insights instance."
                           },
@@ -7733,8 +7733,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "5649433306021197168"
+              "version": "0.31.34.60546",
+              "templateHash": "12632171944221294691"
             }
           },
           "parameters": {
@@ -7816,8 +7816,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "2792566012892132891"
+                      "version": "0.31.34.60546",
+                      "templateHash": "10154909114565024920"
                     }
                   },
                   "parameters": {
@@ -8012,8 +8012,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "6774619842746444908"
+              "version": "0.31.34.60546",
+              "templateHash": "9410273585702095132"
             }
           },
           "parameters": {
@@ -8208,8 +8208,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "17012644049299978864"
+                      "version": "0.31.34.60546",
+                      "templateHash": "7133078529690530611"
                     },
                     "description": "Creates an Azure Function in an existing Azure App Service plan."
                   },
@@ -8419,8 +8419,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "13528682982724980465"
+                              "version": "0.31.34.60546",
+                              "templateHash": "14818871229133632920"
                             },
                             "description": "Creates an Azure App Service in an existing Azure App Service plan."
                           },
@@ -8646,8 +8646,8 @@
                                   "metadata": {
                                     "_generator": {
                                       "name": "bicep",
-                                      "version": "0.27.1.19265",
-                                      "templateHash": "9730065891606131364"
+                                      "version": "0.31.34.60546",
+                                      "templateHash": "3955925289075906039"
                                     },
                                     "description": "Updates app settings for an Azure App Service."
                                   },
@@ -8723,8 +8723,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "16440196655390446916"
+                              "version": "0.31.34.60546",
+                              "templateHash": "5620801774479515492"
                             },
                             "description": "Creates a role assignment for a service principal."
                           },
@@ -8810,8 +8810,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -8879,8 +8879,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -8948,8 +8948,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -9017,8 +9017,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -9086,8 +9086,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -9152,8 +9152,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6278079210023281106"
+                      "version": "0.31.34.60546",
+                      "templateHash": "17352167468248267479"
                     },
                     "description": "Assigns an Azure Key Vault access policy."
                   },
@@ -9250,7 +9250,7 @@
             "value": "[union(variables('tags'), createObject('azd-service-name', 'function-docker'))]"
           },
           "dockerFullImageName": {
-            "value": "fruoccopublic.azurecr.io/rag-backend"
+            "value": "fruoccopublic.azurecr.io/rag-backend:latest"
           },
           "appServicePlanId": {
             "value": "[reference(extensionResourceId(format('/subscriptions/{0}/resourceGroups/{1}', subscription().subscriptionId, variables('rgName')), 'Microsoft.Resources/deployments', parameters('hostingPlanName')), '2022-09-01').outputs.name.value]"
@@ -9335,8 +9335,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "6774619842746444908"
+              "version": "0.31.34.60546",
+              "templateHash": "9410273585702095132"
             }
           },
           "parameters": {
@@ -9531,8 +9531,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "17012644049299978864"
+                      "version": "0.31.34.60546",
+                      "templateHash": "7133078529690530611"
                     },
                     "description": "Creates an Azure Function in an existing Azure App Service plan."
                   },
@@ -9742,8 +9742,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "13528682982724980465"
+                              "version": "0.31.34.60546",
+                              "templateHash": "14818871229133632920"
                             },
                             "description": "Creates an Azure App Service in an existing Azure App Service plan."
                           },
@@ -9969,8 +9969,8 @@
                                   "metadata": {
                                     "_generator": {
                                       "name": "bicep",
-                                      "version": "0.27.1.19265",
-                                      "templateHash": "9730065891606131364"
+                                      "version": "0.31.34.60546",
+                                      "templateHash": "3955925289075906039"
                                     },
                                     "description": "Updates app settings for an Azure App Service."
                                   },
@@ -10046,8 +10046,8 @@
                           "metadata": {
                             "_generator": {
                               "name": "bicep",
-                              "version": "0.27.1.19265",
-                              "templateHash": "16440196655390446916"
+                              "version": "0.31.34.60546",
+                              "templateHash": "5620801774479515492"
                             },
                             "description": "Creates a role assignment for a service principal."
                           },
@@ -10133,8 +10133,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -10202,8 +10202,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -10271,8 +10271,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -10340,8 +10340,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -10409,8 +10409,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "16440196655390446916"
+                      "version": "0.31.34.60546",
+                      "templateHash": "5620801774479515492"
                     },
                     "description": "Creates a role assignment for a service principal."
                   },
@@ -10475,8 +10475,8 @@
                   "metadata": {
                     "_generator": {
                       "name": "bicep",
-                      "version": "0.27.1.19265",
-                      "templateHash": "6278079210023281106"
+                      "version": "0.31.34.60546",
+                      "templateHash": "17352167468248267479"
                     },
                     "description": "Assigns an Azure Key Vault access policy."
                   },
@@ -10581,8 +10581,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "10621100095067903006"
+              "version": "0.31.34.60546",
+              "templateHash": "5846053745240336221"
             },
             "description": "Creates an Azure Cognitive Services instance."
           },
@@ -10736,8 +10736,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "10621100095067903006"
+              "version": "0.31.34.60546",
+              "templateHash": "5846053745240336221"
             },
             "description": "Creates an Azure Cognitive Services instance."
           },
@@ -10894,8 +10894,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "7008837948540418623"
+              "version": "0.31.34.60546",
+              "templateHash": "14787323190374281342"
             }
           },
           "parameters": {
@@ -11027,8 +11027,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "11811484180274743641"
+              "version": "0.31.34.60546",
+              "templateHash": "17192989974061212120"
             },
             "description": "Creates an Azure storage account."
           },
@@ -11255,8 +11255,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -11325,8 +11325,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -11395,8 +11395,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -11465,8 +11465,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "16440196655390446916"
+              "version": "0.31.34.60546",
+              "templateHash": "5620801774479515492"
             },
             "description": "Creates a role assignment for a service principal."
           },
@@ -11551,8 +11551,8 @@
           "metadata": {
             "_generator": {
               "name": "bicep",
-              "version": "0.27.1.19265",
-              "templateHash": "1703863751305099956"
+              "version": "0.31.34.60546",
+              "templateHash": "14309427698097244890"
             }
           },
           "parameters": {
@@ -11911,4 +11911,4 @@
       "value": "[string(createObject('accountName', reference(extensionResourceId(format('/subscriptions/{0}/resourceGroups/{1}', subscription().subscriptionId, variables('rgName')), 'Microsoft.Resources/deployments', 'deploy_cosmos_db'), '2022-09-01').outputs.cosmosOutput.value.cosmosAccountName, 'databaseName', reference(extensionResourceId(format('/subscriptions/{0}/resourceGroups/{1}', subscription().subscriptionId, variables('rgName')), 'Microsoft.Resources/deployments', 'deploy_cosmos_db'), '2022-09-01').outputs.cosmosOutput.value.cosmosDatabaseName, 'containerName', reference(extensionResourceId(format('/subscriptions/{0}/resourceGroups/{1}', subscription().subscriptionId, variables('rgName')), 'Microsoft.Resources/deployments', 'deploy_cosmos_db'), '2022-09-01').outputs.cosmosOutput.value.cosmosContainerName))]"
     }
   }
-}
\ No newline at end of file
+}