openai
#9710000
invalid_role_error
The specified role is not valid. Ensure the role is one of ['system', 'assistant', 'user', 'function'].
This error has been identified and solved.
Reason
The 400 status error in the OpenAI API with the message "Sorry We've encountered an issue with repetitive patterns in your prompt. Please try again with a different prompt." is typically caused by the following reasons:
Repetitive Patterns in the Prompt
The prompt you are sending to the API contains repetitive patterns or sequences of tokens, which the model is unable to process effectively. This can happen when the input includes redundant or repetitive content that the model identifies as invalid or problematic.
Model Constraints
The error suggests that the structure of the prompt does not align with the expectations of the model you are using. This could be due to specific constraints or limitations of the model regarding the input it can handle.
Input Validation
The API is performing input validation, and the error indicates that the prompt fails this validation due to its repetitive nature, which is not accepted by the model.
Solution
To fix the 400 status error in the OpenAI API due to repetitive patterns in your prompt, you can try the following solutions:
Ensure that your input data is cleaned and free of redundant or repetitive content. Here are some key steps:
Remove redundant text: Check for and remove any repetitive sequences or tokens in the prompt.
Format data correctly: Make sure the data is properly formatted and does not contain excessive whitespace or other invalid characters.
Use input validation: Implement checks to validate the input before sending it to the API to ensure it meets the model's requirements.
Modify the prompt structure: Adjust the structure of the prompt to align with the model's expectations and constraints.
Pre-process input: Pre-process the input data to remove any noise or repetitive patterns, such as using silence detection or noise floor removal techniques if applicable.
Suggested Links
https://community.openai.com/t/error-code-400-for-repetitive-prompt-patterns/627157 https://community.openai.com/t/generating-the-same-word-over-and-over/265353 https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400 https://community.openai.com/t/repetitive-prompt-error-400/716240 https://community.openai.com/t/openai-api-error-prompt-issue/571739
