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openai
#10527
model_argument_error
Invalid model configuration. The model argument should be left blank.
This error has been identified and solved.
Reason
The 400 - Bad Request
error in the OpenAI API can be triggered by several factors. Here are some concise explanations for why you might be seeing this error:
Incorrect or Expired API Keys
A common cause is using an incorrect or expired API key. This can prevent the server from understanding the request, leading to a 400
error.
Invalid Request Parameters
The error can occur if the request parameters, such as the model, prompt, or other configuration settings, are not properly set or are of the wrong data type. For example, using text instead of numeric types for parameters like temperature
or max_tokens
can cause this error.
Middleware and Axios Configuration Issues
Incorrect configuration of Axios, such as an incorrect base URL or improperly set headers (e.g., the Authorization
field), can also lead to a 400
error.
Rate Limiting and Throttling
Exceeding the rate limits set by OpenAI can result in a 400
error. This happens when the API is called too frequently within a given time frame.
Model-Specific Constraints
Using model-specific parameters that are not supported by the chosen model can trigger a 400
error. For instance, specifying dimensions for a model that does not support it can lead to this error.
Other Configuration Issues
Other misconfigurations, such as hidden characters in environment variables or incorrect values for required properties (e.g., the content
property), can also cause the 400
error.
Solution
To resolve the 400 - Bad Request
error in the OpenAI API, you can take the following steps:
Verify API Key: Ensure your API key is correct and not expired.
Check Request Parameters: Confirm that all request parameters, including the model, prompt, and other settings, are correctly set and of the right data type.
Inspect Axios Configuration: Make sure the base URL and headers, especially the
Authorization
field, are correctly configured.Adhere to Rate Limits: Ensure you are not exceeding the API rate limits.
Align with Model Constraints: Use only the parameters and settings supported by the specified model.
Review Environment Variables: Check for any hidden characters or incorrect values in your environment variables.
By addressing these areas, you can identify and fix the issues causing the 400
error.
Suggested Links
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/Nutlope/aicommits/issues/137
https://community.openai.com/t/request-failed-with-status-code-400/39242
https://community.openai.com/t/content-is-required-property-error-400/486260
https://community.openai.com/t/intermittent-error-an-unexpected-error-occurred-error-code-400-error-message-this-model-does-not-support-specifying-dimensions-type-invalid-request-error-param-none-code-none/955807
https://community.openai.com/t/opena-ai-bad-request-error-400/666947
https://github.com/langchain-ai/langchain/issues/23407
https://community.openai.com/t/error-the-model-produced-invalid-content/747511