feat: quota auto validation script

azure.yaml

@@ -1,4 +1,20 @@
-# yaml-language-server: $schema=https://raw.githubusercontent.com/Azure/azure-dev/main/schemas/v1.0/azure.yaml.json
 name: multi-agent-custom-automation-engine-solution-accelerator
 metadata:
-  template: [email protected]
+  template: [email protected]
+
+hooks:
+  preprovision:
+    posix:
+      shell: sh
+      run: >
+        ./infra/scripts/validate_model_deployment_quota.sh --subscription "$AZURE_SUBSCRIPTION_ID" --location "${AZURE_OPENAI_LOCATION:-swedencentral}" --models-parameter "aiModelDeployments"
+      interactive: false
+      continueOnError: false
+
+    windows:
+      shell: pwsh
+      run: >
+        $location = if ($env:AZURE_OPENAI_LOCATION) { $env:AZURE_OPENAI_LOCATION } else { "swedencentral" };
+        ./infra/scripts/validate_model_deployment_quotas.ps1 -SubscriptionId $env:AZURE_SUBSCRIPTION_ID -Location $location -ModelsParameter "aiModelDeployments"
+      interactive: false
+      continueOnError: false

infra/main.parameters.json

@@ -2,6 +2,22 @@
     "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentParameters.json#",
     "contentVersion": "1.0.0.0",
     "parameters": {
+      "aiModelDeployments": {
+        "value": [
+          {
+            "name": "gpt",
+            "model": {
+              "name": "gpt-4o",
+              "version": "2024-08-06",
+              "format": "OpenAI"
+            },
+            "sku": {
+              "name": "GlobalStandard",
+              "capacity": 140
+            }
+          }
+        ]
+      },     
       "environmentName": {
         "value": "${AZURE_ENV_NAME}"
       },