Develop Agents with Agent Development Kit (ADK)

Overview

Develop practical skills building AI agents with Google's Agent Development Kit (ADK). Start by understanding ADK's code-first framework, then build your first agent in Python and YAML.

Progress through optimizing agent behavior with advanced instructions and model selection, equipping agents with real-world tools for web search, code execution, and database queries, and finally managing agent memory and state for personalized, context-aware experiences. By the end of this track, you'll be able to build sophisticated, stateful AI agents ready for real-world applications.

Syllabus

• Google: Build Agents with Agent Development Kit (ADK)
Learn to use Google's Agent Development Kit (ADK) to build complex, production-ready AI agents with a code-first, structured development approach.
• Google: Build Your First Agent with Agent Development Kit (ADK)
Build, configure, and run your first AI agent using Google's Agent Development Kit (ADK). Set up environments, create agents in Python and YAML.
• Google: Optimize Agent Behavior
Turn a basic AI agent into a sophisticated assistant using advanced instructions, model selection, planning capabilities, and structured output.
• Google: Add Agent Capabilities With Tools
Equip AI agents with tools for web search, code execution, database queries, and custom actions. Transform agents into capable assistants.
• Google: Manage Agent Memory and State
Build stateful AI agents that maintain context and remember user preferences using session state, memory management, and personalization.

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Taught by

Google Cloud

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Subjects

Artificial Intelligence