azure-openai
#10018
image_validation_error
The provided image is invalid or the data is not recognized.
This error has been identified and solved.
Reason
The 400 status error in the Azure OpenAI API, specifically related to invalid image data, can be caused by several factors:
Incorrect Image Format
The image may not be in one of the supported formats, such as PNG, JPEG, WEBP, or non-animated GIF.
Exceeding Size Limit
The image size might exceed the 20 MB limit imposed by the Azure OpenAI service.
Content Filter and Policy Violations
The image could be triggering content filters or violating Azure OpenAI's content management policies.
Missing Required Properties or Incorrect Request Configuration
The request may be missing required properties or have an incorrect configuration, including invalid headers or an incorrect base URL.
Rate Limiting and Throttling
Although less likely for image data specifically, hitting the rate limits imposed by OpenAI could also result in a 400 error.
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 resolve the 400 status error in the Azure OpenAI API due to invalid image data, you need to ensure the following:
Verify that the image is in one of the supported formats: PNG, JPEG, WEBP, or non-animated GIF.
Ensure the image size is below the 20 MB limit.
Check that the request includes all required properties and has the correct configuration, including valid headers and the correct base URL.
Ensure the image does not trigger content filters or violate Azure OpenAI's content management policies.
Additionally, review the API endpoint and version to ensure it aligns with the current implementation, and consider rate limiting if it might be a factor.
Suggested Links
https://portkey.ai/error-library/prompt-error-10016
https://portkey.ai/error-library/unsupported-image-error-10015
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/openai/openai-openapi/issues/15
https://learn.microsoft.com/en-us/answers/questions/1479386/azure-openai-api-calling-issue
https://docs.spring.io/spring-ai/reference/api/image/azure-openai-image.html
https://github.com/Azure/azure-sdk-for-net/issues/40855
https://journeyofthegeek.com/2024/06/19/azure-openai-service-how-to-handle-rate-limiting/
