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openai
#10090
validation_error
Input is too short - specific field 'functions' is shorter than required length.
This error has been identified and solved.
Reason
The 400 Bad Request
error in the OpenAI API can be triggered by several reasons:
Incorrect or Expired API Keys
The API key used might be incorrect or expired, which is a common cause for the 400 error.
Invalid Request Syntax or Configuration
The request may contain invalid syntax or configuration, such as incorrect headers, especially the Authorization
field, or an incorrect base URL in Axios configurations.
Exceeding Maximum Context Length
Each model has a maximum context length, and if the total number of tokens (including input and generated tokens) exceeds this limit, a 400 error is returned.
Too Many Headers
Recent changes might validate the number of request headers, and if there are more than 8 headers, it can trigger a TooManyHeaders
error and a 400 status code.
Model-Specific Restrictions
Some models may not support certain parameters or configurations, such as specifying dimensions, which can also lead to a 400 error.
Rate Limiting and Throttling
Exceeding the rate limits set by OpenAI can result in a 400 error, as the API enforces limits on the number of requests per minute.
Server-Side Issues
In some cases, the error can be due to server-side issues or changes in how tokens are counted by OpenAI, leading to intermittent errors.
Solution
To resolve the 400 Bad Request
error in the OpenAI API, you can take the following steps:
Check and Verify API Key
Ensure your API key is correct and not expired.
Review Request Syntax and Configuration
Verify that the request contains valid syntax and configuration, including correct headers and base URLs.
Manage Context Length
Ensure the total number of tokens (input and generated) does not exceed the model's maximum context length.
Optimize Request Headers
Limit the number of request headers to avoid exceeding the allowed maximum.
Adhere to Model-Specific Restrictions
Comply with the specific parameters and configurations supported by the model you are using.
Respect Rate Limits
Implement rate limiting in your code to avoid hitting the API too frequently.
Check for Server-Side Issues
Monitor for any server-side updates or issues that might be causing the error.
Here are the key actions to take:
Verify API key
Validate request syntax and configuration
Manage context length
Optimize request headers
Adhere to model-specific restrictions
Respect rate limits
Check for server-side issues
Suggested Links
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/JudiniLabs/code-gpt-docs/issues/123
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://github.com/Nutlope/aicommits/issues/137
https://learn.microsoft.com/en-us/answers/questions/1532521/run-failed-openai-api-hits-badrequesterror-error-c
https://community.openai.com/t/4096-response-limit-vs-128-000-context-window/656864
https://community.openai.com/t/http-400-bad-request-error-is-always/349622
https://community.openai.com/t/maximum-token-length-allowed/137151