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azure-openai
#10062
input_format_error
Input data is not in the correct format: expected a list of messages but received incorrect structure.
This error has been identified and solved.
Reason
The 400 status error in the Azure OpenAI API could be due to several reasons:
Incorrect API Key or Credentials
The API key or credentials used might be incorrect, expired, or not properly configured.
Invalid Payload
The payload sent in the API request might be malformed or not conform to the expected format. This includes issues such as incorrect data types, missing required fields, or exceeding the maximum data payload size.
Rate Limiting
The API request might be exceeding the rate limits set by OpenAI, leading to a 400 error due to throttling.
Network and Configuration Issues
Network issues, incorrect base URL, or misconfigured headers (e.g., Authorization
field) can also cause a 400 error.
Hidden Characters or Encoding Issues
Hidden characters or encoding issues in the API key or payload can lead to an invalid request.
Incorrect Endpoint or Deployment Name
Using an incorrect endpoint URL or deployment name can result in a 400 error.
Authentication Errors
Authentication errors, including incorrect use of Azure Entra ID authentication, can also trigger a 400 error.
Solution
To resolve the 400 status error in the Azure OpenAI API, you need to address several potential issues:
Ensure your API key and credentials are correct, not expired, and properly configured. Verify that the payload sent in the API request is well-formed and conforms to the expected format.
Here are some key steps to take:
Verify API Key and Credentials: Check the OpenAI Developer Dashboard to ensure the API key matches and is not expired.
Check Payload: Ensure the data sent is within the allowed size limits and correctly formatted.
Review Rate Limiting: Make sure you are not exceeding the API request rate limits.
Inspect Network and Configuration: Verify the base URL and headers, especially the
Authorization
field.Check for Hidden Characters: Ensure there are no hidden characters in the API key or payload.
Confirm Endpoint and Deployment: Use the correct endpoint URL and deployment name.
Authenticate Correctly: Ensure proper authentication using Azure Entra ID or other required authentication methods.
By addressing these areas, you should be able to identify and fix the cause of the 400 error.
Suggested Links
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://learn.microsoft.com/en-us/answers/questions/2117771/unable-to-perform-http-communication-with-azure-op
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md
https://community.openai.com/t/request-failed-with-status-code-400/39242/25
https://learn.microsoft.com/en-us/answers/questions/1479386/azure-openai-api-calling-issue
https://learn.microsoft.com/en-us/answers/questions/1680345/issue-with-authenticating-api-management-with-azur
https://learn.microsoft.com/en-us/answers/questions/2139738/openai-badrequesterror-error-code-400-((error-((me