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azure-openai
#10019
input_type_error
The provided input does not match the expected type 'array' for the 'functions' field. Ensure that the input structure is an array as required.
This error has been identified and solved.
Reason
The 400 status error in the Azure OpenAI API you're encountering is likely due to several possible reasons:
Invalid Request Configuration
The error message suggests that the functions
parameter is not recognized or is not of the expected type. This could be because the Azure OpenAI API endpoint you are using does not support the functions
parameter, especially if it is a newer feature not yet implemented in the Azure environment.
Incorrect JSON Schema
The payload you are sending may not conform to the expected JSON schema for the functions
parameter. The error indicates that the provided structure is not an array as expected, which can lead to an invalid_request_error
.
API Endpoint and Version Issues
The specific API endpoint or version you are using might have limitations or changes that are not compatible with the request you are making. For instance, some features might be available only in preview versions or later updates of the API.
Content and Policy Violations
Although less likely in this context, the prompt or the function definition might be triggering content filters or violating Azure OpenAI's content management policies, leading to the request being filtered out.
Solution
To fix the 400 status error in the Azure OpenAI API, you need to address the following key areas:
Ensure Correct API Endpoint and Version: Use the appropriate API endpoint and version that supports the features you are trying to utilize.
Validate JSON Schema: Make sure the request payload conforms to the expected JSON schema, particularly ensuring that the
functions
parameter is an array as required.Check Request Parameters: Verify that all required parameters are correctly defined and match the API's expectations. For example, ensure that parameters like
title
,summary
, andwhy
are included and of the correct type.Authentication and Credentials: Confirm that your API keys or credentials are valid and not expired.
Rate Limiting: Ensure you are not exceeding the rate limits imposed by the OpenAI API.
Network and Middleware: Check for any network issues or middleware misconfigurations that might be interfering with the requests.
By addressing these points, you can resolve the 400 status error and ensure your requests to the Azure OpenAI API are successful.
Suggested Links
https://portkey.ai/error-library/prompt-error-10016
https://learn.microsoft.com/en-us/answers/questions/1356848/unable-to-use-function-calling-in-deployed-models
https://github.com/instructor-ai/instructor/issues/961
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/openai/openai-python/issues/517
https://github.com/spring-projects/spring-ai/issues/1787
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/2139738/openai-badrequesterror-error-code-400-((error-((me