Has anyone encountered VertexAI API Error Code 13 with specific inputs What could be causing this issue and how can it be resolved

Question

I want to know Has anyone encountered VertexAI API Error Code 13 with specific inputs? What could be causing this issue and how can it be resolved?

Answer 1

Vertex AI API Error Code 13 (INTERNAL) occurs due to server-side issues, malformed requests, or quota limits.

Here is the code snippet you can refer to:

In the above code we are using the following points:

• Retries on API Error 13: Implements automatic retry if an internal error occurs.
• Ensures Input is Properly Formatted: Uses aiplatform.GenerativeModel for structured API calls.
• Handles Unexpected Errors: Prints meaningful logs for debugging.
• Avoids Overloading API: Adds time.sleep(5) to prevent excessive rapid retries.

Hence, Vertex AI API Error Code 13 typically results from server-side failures, malformed requests, or quota issues, and can be resolved through request validation, retries, and quota management.