validation_error

gpt-4-32k

azure-openai

"parameters" is a required property in the specified configuration.

"parameters" is a required property - "functions.0"

"parameters" is a required property - "functions.0"

The "400 Bad Request" error in the Azure OpenAI API typically indicates that the server could not understand the request due to invalid syntax or configuration. Here are some reasons why you might be encountering this error:

Invalid Request Payload

The payload you are sending to the API might not be correctly formatted or might contain invalid JSON. For example, if the API expects a JSON payload but what was sent was not valid JSON, this error can occur.

Missing or Incorrect Parameters

The request may be missing a required parameter or may include an unrecognized parameter. For instance, the error message "parameters is a required property" suggests that a necessary parameter is missing or incorrectly specified.

Incorrect API Keys or Authentication

Using an incorrect, expired, or invalid API key can lead to a 400 error. This includes issues with subscription keys or wrong API endpoints.

Rate Limiting

Exceeding the rate limits set by OpenAI can also result in a 400 error. This is due to making too many requests within a given time frame.

Parameter Compatibility

Using deprecated or incompatible parameters, such as max_completion_tokens instead of max_tokens for certain models, can trigger this error. Different models may have different parameter requirements.

Incorrect HTTP Headers

Using incorrect or missing HTTP headers, such as the Content-Type header or the api-key header, can cause the server to reject the request with a 400 error.

To fix the "400 Bad Request" error in the Azure OpenAI API, you need to address the following potential issues:

  • Verify the request payload: Ensure it is correctly formatted and contains valid JSON.

  • Check for required parameters: Make sure the "parameters" property is included and correctly specified in your request.

  • Validate API keys and authentication: Confirm that your API key is correct, not expired, and properly configured.

  • Comply with rate limits: Ensure you are not exceeding the API request limits set by OpenAI.

  • Use compatible parameters: Ensure you are using the correct parameters for the specific model you are interacting with, such as using max_tokens instead of max_completion_tokens where necessary.

  • Correct HTTP headers: Verify that the Content-Type and Authorization headers are correctly set.

By addressing these areas, you can resolve the "parameters is a required property" error and other related issues.

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