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azure-openai
#10017
prompt_error
An error was detected in the prompt. Please try again with a different prompt.
This error has been identified and solved.
Reason
The 400 status error in the Azure OpenAI API, indicated by the message "Detected an error in the prompt. Please try again with a different prompt," can be caused by several factors:
Invalid or Expired API Keys
The API key used in the request might be incorrect, expired, or not properly configured.
Incorrect Request Configuration
The request may have invalid syntax or configuration, such as incorrect headers (especially the Authorization
field) or an incorrect base URL.
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.
Data Payload Size
The data payload in the request may exceed the maximum size allowed by the OpenAI API.
Content Filter and Policy Violations
The prompt might be triggering content filters or violating Azure OpenAI's content management policies, such as attempting to jailbreak the model or containing prohibited content.
Missing Required Properties
The request might be missing required properties, such as the "content" field, necessary for the API to process the request.
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, particularly when encountering the message "Detected an error in the prompt. Please try again with a different prompt," you should consider the following steps:
Verify API Key: Ensure the API key is correct and not expired.
Check Request Configuration: Confirm that the base URL and headers, especially the
Authorization
field, are accurate.Review Prompt Content: Ensure the prompt does not violate content filters or policies.
Adjust Data Payload: Make sure the data payload does not exceed the maximum allowed size.
Comply with Rate Limits: Ensure the request does not exceed the rate limits imposed by OpenAI.
Include Required Properties: Verify that all necessary fields, such as the "content" field, are included in the request.
Update API Endpoint and Version: Ensure the API endpoint and version used are correct and up-to-date.
By addressing these potential issues, you can effectively resolve the 400 status error and ensure your API requests are processed correctly.
Suggested Links
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/Azure/azure-sdk-for-java/issues/42094
https://portkey.ai/error-library/prompt-error-10016
https://github.com/danny-avila/LibreChat/discussions/3027
https://learn.microsoft.com/en-us/answers/questions/2044545/content-filter-and-policy-violation-issues-when-us
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md
https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/quota
https://learn.microsoft.com/en-us/answers/questions/2139738/openai-badrequesterror-error-code-400-((error-((me