🚀 Deploy AI Agents: GCP Cloud Run
Code: https://github.com/KannamSridharKumar...
In this video, we deploy our containerized AI Agent to Google Cloud Run using Cloud Build. You’ll learn how to set up your FastAPI-based AI agent, push Docker images to Google Artifact Registry, and run your service on a fully managed serverless platform.
We’ll cover the Cloud Build YAML workflow, configuring authentication, splitting traffic between versions, and testing endpoints with Postman. By the end, you’ll know how to deploy AI-powered APIs seamlessly with scaling, monitoring, and zero server management on GCP.
Perfect for anyone building AI agents, FastAPI apps, or serverless deployments on Google Cloud!
🚀 Deploy AI Agents to GCP Cloud Run – step-by-step setup & demo
🐳 Containerize FastAPI AI App with Docker – lightweight & production-ready
⚡ Cloud Build YAML Explained – build, push, and deploy workflow
🔑 Google Artifact Registry – store & manage container images securely
📊 Serverless Deployment on GCP – scaling, monitoring & performance insights
🔀 Blue-Green Deployment Strategy – split traffic across agent versions
🛡️ Authentication & Security Options – unauthenticated vs. secure endpoints
🧩 Integrating with PostgreSQL on AWS – cross-cloud AI agent setup
📡 Testing APIs with Postman – verify chat & order tracking endpoints
💡 Best Practices for AI Agents on Cloud Run – secrets, scaling & cost-saving tips
Connect with me:
💻 GitHub: https://github.com/KannamSridharKumar
💼 LinkedIn: / sridharkumarkannam
▶️ YouTube: / @sridharkumarkannam
🎓 Google Scholar: https://scholar.google.com/citations?...
🐦 Twitter/X: https://x.com/SridharKKannam
✍️ Medium: / kannamsridharkumar
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✨ Thank You & Happy Learning :)
👨 Sridhar Kumar Kannam
✉️ [email protected]
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