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Develop AI Agents with Google ADK | MCP | A2A - Masterclass

Agentic AI Apps. All codes Included - A Complete Tutorial on Google Agent Development Kit (ADK). Multi Agent System

IT & Software 12 hours 4 views
Develop AI Agents with Google ADK | MCP | A2A - Masterclass course previewCOURSE PREVIEW

About this course

AI Agents are the Future. Be part of this technology evolution and become the next AI Agent master.

Build your AI Agents with Google Agent Development Kit (ADK). Learn everything you need to know.


A complete course on Google ADK with step by step process on how to develop and deploy your Agent in Google Cloud.

Learn from Basic to prod Level.

  • Environment Setup ( Google Cloud / Local Desktop  - laptop)

  • Authenticate using Gemini Key / Vertex AI / 3rd Party ( Open AI / Anthropic)

  • Learn to test your agent locally with adk web, adk run and adk api_server options

  • Use built-in tools, custom tools, 3rd party tools

  • Use CrewAI and Langchain tools with ADK AI Agents

  • Use Agents as tool

  • Sub agent system

  • MCP basic, Deploy MCP server in Cloud Run, use MCP as tool with AI Agents

  • Develop your Multi Agent System

  • Workflow agents - Sequential Agent / Parallel Agent / Loop Agent

  • MCP Database Toolbox. ( Gen AI Toolbox for Databases)

  • Agent2Agent communications with Complete A2A Examples

  • Deploy your agent using adk command line library

  • Deploy your agent into Vertex AI Agent Engine, Cloud Run , Google Kubernetes Engine (GKE)

  • Sessions and Memory in AI Agent

  • Learn to use Callback in AI Agent - Types of callback

  • Learn how to setup Agent config

  • Message management within agents with output_key , input_schema, output_schema

  • Complete GKE setup with Docker details



What you'll learn

  • Learn all you need to know on Google ADK
  • No prior knowledge required on AI Agents
  • Develop your Multi Agent System
  • Workflow Agents - Sequential, Parallel and Loop Agents
  • Use Tools with AI Agent
  • Use 3rd Party Tools with Agents - CrewAI and Langchain Tools
  • Agent2Agent Communication with A2A
  • MCP and using MCP with AI Agent
  • Session and Memory Management in Agents
  • Callback with Agents
  • Authenticate with Gemini API Key, Vertex AI or OpenAI / Anthropic
  • Deploy Your Agent in Vertex AI Agent Engine, Cloud Run & GKE
  • MCP Database ToolBox ( Gen AI Toolbox for Databases)

Before you begin

  • Very Basic Python
  • Eager to become AI Agents Champion

Who this is for

  • Anyone who wants to become AI Agent Developer
  • Everyone who is in the world of AI

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