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azure-openai
#10065
schema_validation_error
Invalid schema type for function 'information_extraction': expected type 'object' or 'boolean'.
This error has been identified and solved.
Reason
The "Invalid schema for function 'information_extraction': 'object' is not of type 'object', 'boolean'" error in the Azure OpenAI API is likely due to several possible reasons related to the structure and type of the data in your request payload:
Incorrect Data Types
The error indicates that the data provided for a specific parameter does not match the expected data type. In this case, the parameter is expected to be either an object or a boolean, but the provided data does not conform to this expectation.
Payload Structure Mismatch
The request payload might not align with the expected JSON schema defined by the API. This could be due to missing required fields, incorrect nesting of objects, or other structural issues.
Invalid Syntax or Configuration
The request might contain invalid syntax or configuration, such as incorrect headers, missing required properties, or an incorrect base URL, which can lead to a "Bad Request" response from the server.
Non-Conformance to API Requirements
The API has specific requirements for the data payload, and if these are not met (e.g., incorrect data types or missing fields), the API will reject the request with a 400 error.
Solution
To fix the "Invalid schema for function 'information_extraction': 'object' is not of type 'object', 'boolean'" error in the Azure OpenAI API, you need to ensure the following:
Verify the data types: Ensure that the data provided for each parameter matches the expected data types, such as object or boolean.
Correct the payload structure: Make sure the request payload conforms to the expected JSON schema, including all required fields and correct object nesting.
Check headers and content type: Confirm that the
Content-Type
header is set correctly toapplication/json
.Review API documentation: Refer to the OpenAI API documentation to ensure compliance with the latest schema and parameter requirements.
Inspect model-specific parameters: Ensure you are using the correct parameters for the specific OpenAI model you are interacting with.
By addressing these points, you can resolve the "Invalid schema" error and successfully make requests to the Azure OpenAI API.
Suggested Links
https://portkey.ai/error-library/prompt-error-10016
https://community.openai.com/t/invalid-schema-error-in-function-using-arrays/426257
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://portkey.ai/error-library/schema-validation-error-10010
https://learn.microsoft.com/en-us/answers/questions/1479386/azure-openai-api-calling-issue
https://community.openai.com/t/how-can-i-write-a-post-request-for-azure-openai-that-uses-structured-output/898569
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md
https://portkey.ai/error-library/schema-error-10019
https://learn.microsoft.com/en-us/answers/questions/2139738/openai-badrequesterror-error-code-400-((error-((me