Master Google's Agent Development Kit: Build Intelligent AI Agents

What you will learn:

Master the Google Agent Development Kit (ADK) framework and its core components.
Configure and utilize a local development environment for efficient ADK development.
Construct intelligent agents capable of performing diverse and complex tasks.
Design and build sophisticated multi-agent systems employing various orchestration strategies (sequential, parallel, loop-based).
Develop custom tools to extend agent capabilities and integrate with external APIs.
Implement advanced techniques like structured outputs and persistent memory.
Understand and utilize the powerful 'agent-as-a-tool' pattern for agent collaboration.
Build a portfolio of practical projects showcasing your newfound skills.
Prepare for building, deploying, and scaling production-ready AI agents.
Gain a competitive edge in the rapidly expanding field of AI agent development.

Description

Ready to revolutionize your AI skills and build the next generation of intelligent agents? This comprehensive course dives deep into Google's Agent Development Kit (ADK), empowering you to create powerful, autonomous systems capable of automating complex tasks and solving real-world problems. Forget simple chatbots – we're building intelligent agents that interact with the world.

Starting with foundational Python knowledge, we'll guide you through the ADK framework's core components: Agents and Tools. You'll build your first agent, learn to create custom tools connecting your agent to external APIs and data sources (imagine an agent booking flights or analyzing financial data!), and master the art of crafting intricate multi-agent systems.

This isn't just theory; it's hands-on project-based learning. We cover advanced concepts like structured outputs, persistent memory, and the 'agent-as-a-tool' pattern, enabling agents to collaborate and leverage each other's capabilities. Learn to design and implement sophisticated orchestration patterns – sequential, parallel, and loop-based interactions – allowing you to tackle even the most challenging problems.

By the course's end, you'll possess a robust understanding of the Google ADK and a portfolio of impressive projects to showcase your newfound expertise. You'll be ready to build, deploy, and scale production-ready AI agents, positioning yourself at the forefront of the rapidly evolving AI landscape. Don't just learn about AI agents; build them. Enroll now!

Curriculum

Introduction to the Google Agent Development Kit

This introductory section provides a foundational understanding of the Google Agent Development Kit (ADK). The first lecture, "Introduction to Google Agent Development Kit (ADK)" (4:30 minutes), gives a high-level overview of the ADK's capabilities and architecture. The second lecture, "Introduction to ADK - Hands-on Session to Create a Basic Agent" (15:30 minutes), immediately puts this knowledge into practice. You'll build your very first AI agent, laying the groundwork for more complex projects later in the course.

Understanding and Implementing Agents within the Google ADK

This section delves into the different types of agents available in the ADK. "Introduction to Agents in ADK" (6:27 minutes) provides a theoretical background on agent design and functionality within the ADK ecosystem. This is followed by "LLMAgents in ADK" (16:18 minutes), focusing on the practical application and implementation of Large Language Model Agents. Finally, "WorkflowAgents in ADK" (21:50 minutes) explores the power of Workflow Agents and how to utilize them to streamline complex processes and automate tasks.

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