How Can I check error log with Azure Open Ai services

Question

Hello,

I deployed openAI models with Azure OpenAI Studio.

also I made dash board to check Server and Client Errors.

How can I check detail error logs when I find Client Errors in Dash Board ?

I'd like to know each error transaction's time and resaons and how can i get these data with Azure resources.

Best regards,

Answer 1

Hi 박진표,

Thanks for reaching out to Microsoft Q&A.

To check detailed error logs for client errors in Azure OpenAI services, you can follow these steps:

1. Enable Diagnostic Logs

• Go to the azure portal and navigate to your azure OpenAI resource.
• Under Monitoring, select diagnostic settings.
• Set up a diagnostic setting to send logs to log analytics, storage account, or event hub.
• Make sure to enable logs for categories like RequestResponseLog, which can capture details of individual requests and errors.

2. Query Logs in Log Analytics

If you're sending logs to a Log Analytics Workspace, you can use Kusto Query Language (KQL) to filter and find specific client errors:

• Open Log Analytics in the Azure Portal.
• Select your workspace, and then use a query like the following to find detailed logs for client errors. This query will give you a table showing the time of the error, the error type, the status code, and details about the request.

AzureDiagnostics | where ResourceId contains "<YourOpenAIResourceId>" | where Category == "RequestResponseLog" | where statusCode startswith "4" // Client error codes | project TimeGenerated, statusCode, requestUri_s, responseMessage_s, errorType_s, errorCode_s | order by TimeGenerated desc

Summary of Key Details to Retrieve:

• Error Transaction Time: Use the TimeGenerated field from Log Analytics.
• Error Reasons: Fields like responseMessage_s, errorType_s, and errorCode_s provide details about the client error.

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