Azure Open AI chat deployment failing from Azure AI Foundry

Question

Hi,

We have created RAG and trying to deploy chat what we see as chat playground as Azure Web App. Azure Plan gets created however the actual deployment fails.

Here is the stacktrace from deployment logs. We have tried multiple times. Is it known bug?

Region - South UK

Model - gpt4 - turbo-2024-04-09

*{"code":"DeploymentFailed","message":"At least one resource deployment operation failed. Please list deployment operations for details. Please see https://aka.ms/arm-deployment-operations `` for usage details.","details":[{"message":"Repository 'UpdateSiteSourceControl' operation failed with System.Net.WebException: The remote server returned an error: (503) Server Unavailable.\r\n   at System.Net.HttpWebRequest.EndGetResponse(IAsyncResult asyncResult)\r\n   at System.Threading.Tasks.TaskFactory1.FromAsyncCoreLogic(IAsyncResult iar, Func2 endFunction, Action1 endAction, Task1 promise, Boolean requiresSynchronization)\r\n--- End of stack trace from previous location where exception was thrown ---\r\n   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()\r\n   at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)\r\n   at Microsoft.Web.Hosting.Administration.Utilities.WebRequestHelper.

Answer 1

Hello Vidhya Bhushan Bahl,

Welcome to the Microsoft Q&A and thank you for posting your questions here.

I understand that your Azure Open AI chat deployment failed from Azure AI Foundry.

Yes, reading through the error messages, it is one of the common errors. Because, the error message you're seeing, 503 Server Unavailable, indicates that the server is temporarily unable to handle the request. This can be due to various reasons, such as high memory/CPU usage, application crashes, or service interruptions. Follow the best practices to resolve the issue in typical scenario: https://learn.microsoft.com/en-us/azure/app-service/troubleshoot-http-502-http-503 and https://learn.microsoft.com/en-us/azure/ai-studio/how-to/troubleshoot-deploy-and-monitor?source=recommendations

I hope this is helpful! Do not hesitate to let me know if you have any other questions.

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