[Auto] AI Gallery Standard Validation

# AI Gallery Standard Validation: NON-CONFORMING

Severity: High

Please review the warnings below. If your template is already published, it may be subject to removal from a collection.
Head to this link for more information: [template-lifecycle](https://aka.ms/ai-gallery/template-lifecycle)

## Repository Management:
- [x] README.md File.
- [x] LICENSE.md File.
- [x] SECURITY.md File.
- [x] CODE_OF_CONDUCT.md File.
- [x] CONTRIBUTING.md File.
- [x] ISSUE_TEMPLATE.md File.
- [x] Topics on repo contains ['azd-templates', 'ai-azd-templates'].

## Source code structure and conventions:
- [x] azure-dev.yml File.
- [x] azure.yml File.
- [x] infra Folder.
- [x] .devcontainer Folder.

## Functional Requirements:
- [ ] :x: azd up. [How to fix?]

Details

New environment 'ai1-649313912r91' created and set as default.
Initialize bicep provider

Packaging services (azd package)

Packaging service api (Installing NPM dependencies)
Packaging service api (Running NPM package script)
Packaging service api (Compressing deployment artifacts)
(✓) Done: Packaging service api
- Build Output: /workspaces/template/api
- Package Output: /tmp/azure-openai-assistant-javascript@1.0.0-api-azddeploy-1772077167.zip


Packaging service webapp
Packaging service webapp (Installing NPM dependencies)
Packaging service webapp (Running NPM package script)
(✓) Done: Packaging service webapp
- Build Output: /workspaces/template/dist
- Build Output: ../dist


Provisioning Azure resources (azd provision)
Provisioning Azure resources can take some time.

Initialize bicep provider
Reading subscription and location from environment...
Subscription: Azure SDK Test Resources - AI Apps (90b334cb-854f-4207-a89c-cf44ab8673fe)
Location: Sweden Central

Creating a deployment plan
Comparing deployment state

ERROR: error executing step command 'provision': deployment failed: error deploying infrastructure: validating deployment to subscription:

Validation Error Details:
POST https://management.azure.com/subscriptions/90b334cb-854f-4207-a89c-cf44ab8673fe/providers/Microsoft.Resources/deployments/ai1-649313912r91-1772077176/validate
--------------------------------------------------------------------------------
RESPONSE 400: 400 Bad Request
ERROR CODE: InvalidTemplateDeployment
--------------------------------------------------------------------------------
{
"error": {
"code": "InvalidTemplateDeployment",
"message": "The template deployment 'ai1-649313912r91-1772077176' is not valid according to the validation procedure. The tracking id is '8d4f701d-e638-4a65-a425-991ff713f568'. See inner errors for details.",
"details": [
{
"code": "ServiceModelDeprecated",
"message": "The model 'Format:OpenAI,Name:gpt-35-turbo,Version:1106' has been deprecated since 11/14/2025 00:00:00."
}
]
}
}
--------------------------------------------------------------------------------

TraceID: de65a605b432df84d02c4babfeee49fe

- [x] azd down.

## Security Requirements:
- [x] Security scan is not performed.