Python: Failed to deploy service due to timeout

[Menghua1]

Description:
Running azd up fails when deploying the service for samples agents-in-workflow, agent-with-text-search-rag, agent-with-foundry-tools, echo-agent, web-search-agent, as shown in the following image:

Steps to Reproduce:

1. Initialize the project: azd init --template Azure-Samples/ai-foundry-starter-basic.
2. Initialize AI agent: azd ai agent init -m https://github.com/microsoft/agent-framework/blob/main/dotnet/samples/05-end-to-end/HostedAgents/AgentWithHostedMCP/agent.yaml and select location northcentralus.
3. Run azd up.

Environment:

• Azd version: azd version 1.24.0-beta.1-daily.5971634 (commit db108537746be744c5329de727038022f2661ab6).
• AI Agent Extension version: 0.1.13-preview
• Agent: agents-in-workflow, agent-with-text-search-rag, agent-with-foundry-tools, echo-agent, web-search-agent.
• OS: Windows
• Location: northcentralus.

Expected Behavior:
azd up completes successfully and deploys the service.

@JeffreyCA and @rajeshkamal5050 for notification.

[Menghua1]

@JeffreyCA and @rajeshkamal5050 Based on testing with the latest azure.ai.agents 0.1.14-preview, this issue can still be reproduced when the location is northcentralus.

However, this issue cannot be reproduced when the location is southcentralus.

Environment:

• Azd version: azd version 1.24.0-beta.1-daily.5998626 (commit dbbb97c88a1679b8f3a4cdc74a36792c0e057864)
• AI Agent Extension version: 0.1.14-preview
• OS: Windows
• Agent: agents-in-workflow, agent-with-text-search-rag, agent-with-foundry-tools, echo-agent, web-search-agent.
• OS: Windows