How Vertex AI rate limits are calculated on GCP

Question

Can you tell me How Vertex AI rate limits are calculated on GCP?

Answer 1

Vertex AI rate limits on GCP are calculated based on quotas like requests per minute, tokens per minute, and concurrent requests—enforced per project and region.

Here is the code snippet you can refer to:

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

• Uses the gcloud CLI to fetch rate limits and usage.
• Displays key metrics like requests per minute and usage against limits.
• Filters results for a specific region (us-central1 in this case).
• Provides a table format for clear visualization of quotas.

Hence, monitoring and managing Vertex AI rate limits on GCP ensures efficient resource usage and helps avoid quota-related errors.