azure-openai
#10054
input_validation_error
The provided value is invalid. Please check the input and try again.
This error has been identified and solved.
Reason
The 400 status error in the Azure OpenAI API, indicating an invalid value for messages, could be due to several reasons:
Invalid API Key or Authentication
The API key or access token might be missing, invalid, or expired, leading to authentication issues.
Incorrect or Improperly Formatted URL
The URL used in the request could be incorrectly structured, contain typos, or lack necessary authentication details.
Exceeded Maximum Context Length
The text provided in the request might exceed the maximum context length allowed by the Azure OpenAI model.
Invalid Header Names
Using an invalid or incorrectly formatted header name, such as an incorrect Content-Type header, can trigger this error.
Unrecognized Request Arguments
Including unrecognized or deprecated parameters in the request, such as using max_completion_tokens instead of max_tokens, can cause this error.
Input Validation Errors
Providing invalid input parameters that do not align with the API specifications can result in this error.
Middleware and Configuration Issues
Incorrect configuration of middleware tools like Axios, or incorrect settings in the API management layer, can also lead to this error.
Solution
To fix the 400 status error in the Azure OpenAI API indicating an invalid value for messages, you can take the following steps:
Verify API Key and Authentication: Ensure the API key or access token is correct, not expired, and properly set.
Check URL and Endpoints: Confirm that the URL used in the request is correctly structured and includes necessary authentication details.
Review Request Payload: Ensure the text provided does not exceed the maximum context length allowed by the model and is properly formatted.
Validate Headers: Check that all required headers are present and correctly formatted, especially the
Content-Typeheader.Inspect Request Arguments: Verify that all request arguments are recognized and properly structured according to API specifications.
Check Middleware and Configuration: Ensure that middleware tools like Axios and API management configurations are correctly set up.
Enable Detailed Logging: Enable detailed logging in your API management layer to capture more information about the failed requests.
By addressing these areas, you can effectively troubleshoot and resolve 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/2069293/failed-to-call-azure-openai-api-((-statuscode-401
https://learn.microsoft.com/en-us/answers/questions/1680345/issue-with-authenticating-api-management-with-azur
https://learn.microsoft.com/en-sg/answers/questions/2139738/openai-badrequesterror-error-code-400-((error-((me
https://bobcares.com/blog/azure-openai-invalid_request_error/
https://github.com/danny-avila/LibreChat/discussions/3115
https://learn.microsoft.com/en-us/answers/questions/2146897/error-in-azure-openai-api-integration
