Google Cloud VPC and Cloud Run Deployment

About this session

Learn how to design secure networking with Google Cloud Virtual Private Cloud (VPC) and deploy scalable AI applications using Cloud Run. This session introduces VPC fundamentals, including subnets, IP ranges, routing, firewall rules, and VPC peering, while explaining how these components work together to create secure and isolated cloud environments. It then demonstrates the end-to-end deployment of a Retrieval-Augmented Generation (RAG) application using Docker containers, GitHub-based CI/CD pipelines, and Google Cloud Run for fully managed serverless deployment. You'll also explore cloud-native monitoring, deployment best practices, networking considerations, and production-ready architecture patterns for building secure, scalable, and highly available AI applications on Google Cloud.