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DataCamp

Develop Agents with Agent Development Kit (ADK)

via DataCamp

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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.

Taught by

Google Cloud

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