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Google ADK tutorial: Build and deploy AI agents

A 60-minute guide to Google’s Agent Development Kit (ADK), covering tools, workflows, Streamlit examples, and deployment to Google Cloud Agent Engine.

Google ADKGoogle CloudStreamlitMulti-model AIGeminiOpenAI
Google ADK tutorial: Build and deploy AI agents

THE IDEA

Why I built it

I wanted to show how Google ADK fits together, from a first agent to a cloud deployment.

Project goals

  • Explain agents, tools, workflows, and state
  • Connect multiple tools and models
  • Build Streamlit demos
  • Deploy to Agent Engine and manage it with a CLI

Challenges

  • Connecting the framework’s components
  • Integrating model providers
  • Configuring cloud deployment and management

What came out of it

  • A 60-minute tutorial
  • Working agent and Streamlit examples
  • An Agent Engine deployment and management CLI