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azure-openai
#10053
validation_schema_error
Invalid schema for function 'guidance_web_qna': One or more parameters are not of the expected type 'object' or 'boolean'. Please check the types for 'query_item', 'answer', and 'query_variations'.
This error has been identified and solved.
Reason
The 400 status error you are encountering in the Azure OpenAI API, specifically the "Invalid schema for function 'guidance_web_qna'" error, is due to a mismatch between the data types and structure of the request payload and the expected schema defined by the API.
Here are the key reasons:
Data Type Mismatch: The error indicates that the provided data for parameters such as
query_item
,answer
, andquery_variations
do not match the expected data types. For example, thequery_item
andanswer
fields are expected to be strings, andquery_variations
is expected to be an array, but the actual data types in your request do not align with these expectations.Invalid Structure: The error message suggests that the structure of the request payload does not conform to the expected JSON schema. This could be due to missing or additional fields, or incorrect nesting of the data.
This discrepancy between the actual request payload and the API's expected schema results in the server unable to process the request, hence the "Bad Request" status code 400.
Solution
To fix the "Invalid schema for function 'guidance_web_qna'" error in the Azure OpenAI API, you need to ensure your request payload conforms to the expected schema. Here are the steps to take:
Verify the API Documentation: Check the Azure OpenAI API documentation to understand the exact schema requirements for the
guidance_web_qna
function.Correct Data Types: Ensure all fields in your request payload have the correct data types (e.g.,
query_item
andanswer
as strings,query_variations
as an array).Inspect Payload Structure: Review the structure of your request payload to ensure it aligns with the expected JSON schema.
Validate Payload: Use tools like Swagger Editor or openapi-spec-validator to validate your API request payload before sending it to the API.
By ensuring these steps are followed, you can resolve the "Invalid schema" error.
Suggested Links
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/2139738/openai-badrequesterror-error-code-400-((error-((me
https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/structured-outputs?tabs=rest
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://community.openai.com/t/azure-open-ai-assistant-api-connection-error/662198
https://learn.microsoft.com/en-us/answers/questions/1634484/how-to-validate-openapi-json-spec-and-avoid-errors