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azure-openai
#10020
schema_error
Invalid schema detected for a specified function. Please ensure all required items are included in the array schema.
This error has been identified and solved.
Reason
The 400 status error in the Azure OpenAI API, specifically the "Invalid schema for function" error, is likely due to several reasons:
Invalid or Missing Schema
The error indicates that the schema provided for the email_addresses
property is incorrect or missing the required items
array schema. This suggests a mismatch between the expected and provided data structure.
Incorrect Request Payload
The payload you are sending to the API might not conform to the expected JSON schema, which could be due to incorrect formatting, missing required fields, or using unrecognized request arguments.
Model-Specific Parameters
Different models in OpenAI may have specific parameter requirements. For example, some models may require certain parameters that are not included in your request, leading to an invalid schema error.
Header and Content-Type Issues
The error could also be due to incorrectly set headers, particularly the Content-Type
header, which should be set to application/json
to match the server's expectations.
Solution
To resolve the 400 status error in the Azure OpenAI API due to an "Invalid schema for function" error, you need to ensure the following:
Verify the JSON schema: Ensure that the JSON schema provided for the
email_addresses
property includes all required items, particularly theitems
array schema.Check the request payload: Make sure the payload conforms to the expected JSON schema, including all required fields and correct formatting.
Review model-specific parameters: Confirm that you are using the correct parameters for the specific OpenAI model you are interacting with.
Inspect headers and content type: Verify that the
Content-Type
header is set correctly toapplication/json
.Refer to API documentation: Check the OpenAI API documentation to ensure compliance with the latest schema and parameter requirements.
By addressing these points, you can correct the invalid schema issue and resolve the 400 status error.
Suggested Links
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://portkey.ai/error-library/schema-error-10019
https://learn.microsoft.com/en-us/answers/questions/2139738/openai-badrequesterror-error-code-400-((error-((me
https://github.com/instructor-ai/instructor/issues/961
https://learn.microsoft.com/en-us/answers/questions/1479386/azure-openai-api-calling-issue
https://portkey.ai/error-library/prompt-error-10016
https://yourazurecoach.com/2023/05/17/validate-payloads-in-azure-api-management/
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md