openai
#10518
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This error has been identified and solved.
Reason
The 400 status error in the OpenAI API, indicating a "Bad Request," can be triggered by several factors. Here are some possible reasons:
Invalid or Expired API Key
The API key used in the request might be incorrect, expired, or not properly configured[1.).
Incorrect Request Configuration
This includes issues such as incorrect base URLs, improperly set headers (e.g., the Authorization field), or other configuration problems with the request, particularly when using libraries like Axios.
Rate Limiting and Throttling
Exceeding the rate limits set by OpenAI can result in a 400 error. This occurs when the number of requests exceeds the allowed limit within a given time frame.
Model-Specific Issues
Certain models may not support specific parameters or configurations. For example, some models might not support specifying certain dimensions, leading to a 400 error.
Too Many Request Headers
Recent updates might enforce a limit on the number of headers in a request. If the request contains too many headers, it can trigger a 400 error.
Server-Side Issues or Changes
Sometimes, the error can be due to changes in how OpenAI handles requests, such as changes in token counting or other server-side adjustments.
Content or Prompt Issues
The error could also be related to the content or prompts used in the request, such as violating terms or expressions not allowed by OpenAI.
Solution
To resolve the 400 status error in the OpenAI API, you need to check and adjust several aspects of your API requests. Here are the key steps to take:
Verify API Key and Configuration
Ensure your API key is correct, not expired, and properly configured in your code.
Check Request Configuration
Confirm that the base URL and headers, especially the Authorization field, are correctly set.
Handle Rate Limits
Implement rate limiting to avoid exceeding the allowed number of requests per minute.
Validate Model Parameters
Ensure the model you are using supports the parameters you are specifying, such as dimensions.
Inspect Network Traffic
Use tools to inspect network traffic for any anomalies or issues between your application and the OpenAI API.
Key Actions:
Verify and update your API key if necessary.
Correct the base URL and headers.
Implement rate limiting.
Check model-specific parameters.
Inspect network traffic for any issues.
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/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/openai/openai-openapi/issues/15
https://learn.microsoft.com/en-us/answers/questions/1532521/run-failed-openai-api-hits-badrequesterror-error-c
https://cookbook.openai.com/examples/how_to_handle_rate_limits
https://github.com/continuedev/continue/issues/2250
https://www.youtube.com/watch?v=no8XKpySbEU
