openai
#10106
type_error
Invalid input: expected "top_p" to be of type "number".
This error has been identified and solved.
Reason
The error you're encountering, specifically the "AxiosError: Request failed with status code 400" or a 400 status code in general, can be triggered by several reasons related to the configuration and syntax of your API request. Here are some concise explanations for why this might be happening:
Incorrect or Expired API Key
A 400 error can occur if the API key used is incorrect, expired, or not properly configured. This is a common issue where the server cannot authenticate the request due to an invalid API key.
Invalid Request Parameters
The error can also be due to invalid or mismatched parameters in the request. For example, specifying dimensions for a model that does not support it, as seen in the error message "This model does not support specifying dimensions".
Middleware and Axios Configuration Issues
Problems with Axios configuration, such as incorrect base URLs or improperly set headers (e.g., the Authorization field), can lead to a 400 error. Ensuring that the base URL and headers are correctly set is crucial.
Rate Limiting
Exceeding the rate limits imposed by OpenAI can result in a 400 error. If your application is making too many requests within a short time frame, it may hit the rate limit, causing the server to reject the request.
Invalid Syntax or Configuration
General invalid syntax or configuration in the request, such as incorrect data types (e.g., "ab" not being of type "number" for the "top_p" parameter), can also trigger a 400 error. This indicates that the server could not understand the request due to these issues.
Solution
To fix the 400 status error due to the "Invalid input: expected 'top_p' to be of type 'number'" issue, you need to ensure the following:
Verify that the
top_pparameter is set to a numeric value.Check that all other parameters are correctly typed and formatted according to the OpenAI API requirements.
Here are some key actions to take:
Correct the data type: Ensure
top_pis a number.Validate API key: Confirm your API key is correct and not expired.
Review request parameters: Ensure all parameters are valid and supported by the model you are using.
Inspect Axios configuration: Make sure the base URL and headers are correctly set.
Check rate limits: Ensure you are not exceeding the rate limits set by OpenAI.
