ADK Mastery - From Beginner to Advanced Agent Development.

Format:

Video

Language:

English

Physical Description:

1 online resource (160 minutes)

Place of Publication:

[Place of publication not identified] : PACKT Publishing, 2025.

Language Note:

In English.

System Details:

video file

Summary:

<b>Learn to develop intelligent agents using ADK, from basic concepts to advanced features like sequential and parallel agents, memory handling, and callbacks. Master agent development from scratch.</b><h4>Key Features</h4><ul><li>Comprehensive coverage of ADK core concepts and agent workflows</li><li>Hands-on development with OpenAI, Google models, and real-world projects</li><li>Advanced session management, memory handling, and ADK callbacks integration</li></ul><h4>Book Description</h4>This course takes you from beginner to advanced in ADK (Agent Development Kit) for creating intelligent agents. You’ll start by exploring core ADK concepts, key capabilities, and the development tools needed for agent creation. After understanding the basics, you’ll dive into hands-on development, building your first agent and integrating it with models like OpenAI and Google. Next, the course focuses on sequential and parallel agent workflows, demonstrating these techniques through real-world projects such as a travel planning system and a blog content writer. These projects help you understand the flow of data and agent operations in complex systems. You’ll also learn how to handle memory and session management, enabling agents to retain important data and function across sessions. The course concludes with a deep dive into ADK callbacks, such as filtering and guardrails, to fine-tune your agents’ actions. You’ll work on projects like an ecommerce agent with custom session objects and a persistent chef agent with database integration. By the end, you’ll be equipped to build and deploy powerful ADK agents capable of handling complex tasks in real-world applications.<h4>What you will learn</h4><ul><li>Understand core ADK concepts and capabilities</li><li>Build functional agents from scratch using ADK tools</li><li>Create sequential and parallel agent workflows for various systems</li><li>Manage sessions and memory to persist agent state</li><li>Use ADK callbacks to filter actions and add guardrails</li><li>Deploy agents with complex data handling and structured outputs</li></ul><h4>Who this book is for</h4>This course is designed for developers, data scientists, and AI enthusiasts eager to learn how to create intelligent agents using ADK. A basic understanding of programming and AI concepts is recommended, but no prior ADK experience is required.

Notes:

Title from resource description page (viewed July 20, 2026).