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azure-openai
#10025
data_structure_error
The 'messages' parameter is expected to be of type 'array'. Please ensure the input follows the required data structure.
This error has been identified and solved.
Reason
The 400 status error you are encountering with the Azure OpenAI API could be due to several reasons:
Incorrect Request Format
The error message indicates that the request is not of the expected type, specifically mentioning that 'messages'
is not of type 'array'
. This suggests a mismatch between the expected format and the format of the data you are sending in your request.
Authentication or Authorization Issues
There could be issues with the authentication or authorization process. For example, an incorrect subscription key, an expired key, or improper configuration of managed identities can lead to such errors.
Content Filtering Policies
Azure OpenAI has content filtering policies that can filter out certain prompts. If your prompt triggers these policies, it could result in a 400 error.
Malformed Resource ID or Endpoint
The error could also be due to a malformed resource ID or an incorrect endpoint URL being used in the request.
API Version or Compatibility
Using an incorrect API version or incompatible parameters can also lead to a 400 error, as the API may not support the specified parameters or version.
Solution
To fix the 400 status error in the Azure OpenAI API, you need to address several potential issues:
Ensure that the messages
field in your request is formatted correctly as an array. Verify that the request format matches the expected API schema.
Here are some key steps to take:
Check the request format: Ensure
messages
is an array.Verify authentication: Confirm that the subscription key is correct and not expired.
Review content: Ensure the prompt does not trigger Azure OpenAI's content filtering policies.
Validate resource ID and endpoint: Check that the resource ID and endpoint URL are correct and properly formatted.
Check API version and compatibility: Use the correct API version and ensure compatibility with the specified parameters.
Suggested Links
https://community.openai.com/t/azure-open-ai-assistant-api-connection-error/662198
https://github.com/FlowiseAI/Flowise/issues/195
https://learn.microsoft.com/en-us/answers/questions/1680345/issue-with-authenticating-api-management-with-azur
https://github.com/explodinggradients/ragas/issues/649
https://learn.microsoft.com/en-us/answers/questions/2117771/unable-to-perform-http-communication-with-azure-op
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md
https://learn.microsoft.com/en-us/answers/questions/1479386/azure-openai-api-calling-issue