How do I resolve The caller does not have permission errors when integrating Generative AI APIs e g OpenAI Google Gemini in a production environment

Question

Can you explain How do I resolve "The caller does not have permission" errors when integrating Generative AI APIs (e.g., OpenAI, Google Gemini) in a production environment?

Answer 1

To resolve "The caller does not have permission" errors when integrating Generative AI APIs in a production environment, follow these key steps:

• Ensure that the API key is correctly set and has the necessary permissions.
• For cloud-based services like Google or OpenAI, assign the correct roles to the service account.
• Ensure billing is active for the API you are using.

Here is the python code you can refer to:

In the above code, we are using the following key points:

• API Key: Ensures proper authentication by setting openai.api_key.
• API Request: The Completion.create() method sends a request to the API.
• Response Handling: Prints the response to confirm successful access.

Hence, make sure the API key is valid and has the appropriate permissions for your environment.