• Course overview
  • Course details
  • Prerequisites

Course overview

About this course

In this course, you will use your knowledge of developing agents using Agent Development Kit to productionize agents using Google's Agentic Stack on Google Cloud. After reviewing the agentic stack and different deployment targets, you will build an agent using session, memory and example services available within Google Cloud. You will integrate external tools using Model Context Protocol (MCP) and communicate with other agents using Agent2Agent (A2A) protocol. Finally, you will design applications with human-agent interaction in mind.

Audience

• Generative AI developers
• AI engineers
• Agentic system architects

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Course details

Module 1: Reviewing Google’s Agentic Ecosystem
• Agentic stack overview
• Models and the “brain” of the agent
• The Agent Development Kit (ADK)
• Open source libraries and protocols
• Deployment targets

Module 2: Managing Context with Session, Memory, and Examples
• Sessions: Current conversation context
• Memory: Cross-session context
• Example Store: Example database
• Activities Lab: Building an ADK Agent with Session, Memory, and Example Services

Module 3: Leveraging Model Context Protocol (MCP)
• MCP Fundamentals
• Using MCP with ADK
• Activities Lab: Use Model Context Protocol (MCP) Tools with ADK Agents

Module 4: Building Agent2Agent (A2A) Multi-Agent Solutions
• A2A Fundamentals
• Leveraging A2A in ADK
• Lab: Connect to Remote Agents with ADK and the A2A SDK

Module 5: Designing Human-Agent Interactions
• Communicating with agents
• Access control
• Building client experiences
• Lab: Implementing End-User Interfaces for Agents on Google Cloud

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Prerequisites

  • Completion of "Deploy Multi-Agent Systems with Agent Development Kit and Agent Engine" or equivalent knowledge
  • Python
  • Prompt engineering
  • Agent Development Kit

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