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azure-openai
#10063
invalid_syntax_error
Invalid usage of syntax or function call detected. Please check the API reference for proper guidelines: https://platform.openai.com/docs/api-reference.
This error has been identified and solved.
Reason
The 400
status error in the Azure OpenAI API, indicated by the message '$.function_call' is invalid. Please check the API reference: https://platform.openai.com/docs/api-reference.
, can be caused by several factors:
Invalid Request Configuration
The request may have invalid syntax or configuration. This could include incorrect headers, such as the Authorization
field, or an incorrect base URL in the request configuration.
Invalid or Missing Properties
The request might be missing required properties or have invalid properties. For example, the input
field might be invalid, such as passing an empty string or a malformed input.
Data Payload Issues
The data payload in the request may exceed the maximum size allowed by the OpenAI API, or it may not conform to the expected format. This includes ensuring the payload is correctly formatted and does not contain any invalid or unexpected data.
Rate Limiting and Throttling
The API request may be hitting the rate limits imposed by OpenAI, resulting in the server rejecting the request due to excessive frequency.
Content Filter and Policy Violations
The prompt or input might be triggering content filters or violating Azure OpenAI's content management policies, leading to the request being filtered out.
API Endpoint and Version Issues
There could be issues related to the specific API endpoint or version being used, such as changes in the API that are not accounted for in the current implementation.
Solution
To fix the 400
status error in the Azure OpenAI API, you should focus on the following areas:
Verify API Keys and Authentication: Ensure your API key is correct, not expired, and properly configured in your request.
Check Request Configuration:
Confirm the base URL matches the OpenAI API endpoint.
Ensure the
Authorization
field and other headers are correctly set.
Validate Request Properties:
Make sure all required properties are present and valid.
Check that the
input
field is not empty or malformed.
Inspect Data Payload:
Ensure the payload does not exceed the maximum allowed size.
Verify the payload conforms to the expected format.
Handle Rate Limiting:
Check OpenAI's rate limiting documentation and implement rate limiting in your code.
Comply with Content Policies:
Ensure the prompt or input does not trigger content filters or violate Azure OpenAI's policies.
Use Correct API Endpoints and Versions:
Ensure you are using the correct API endpoint and version, and that your code accounts for any recent changes in the API.
Suggested Links
https://portkey.ai/error-library/prompt-error-10016
https://github.com/Azure-Samples/azure-search-openai-demo/issues/1134
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://community.openai.com/t/getting-400-response-with-already-working-code/509212
https://learn.microsoft.com/en-us/answers/questions/1479386/azure-openai-api-calling-issue
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md
https://community.openai.com/t/invalid-purpose-error-when-using-file-create-in-openai-azure/524965
https://learn.microsoft.com/en-us/answers/questions/2139738/openai-badrequesterror-error-code-400-((error-((me