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Build Multi-Model Agent in 10 Minutes - Google’s New Agent Kit Is INSANE! 🚀

2 min read

Build Multi-Model Agent in 10 Minutes - Google’s New Agent Kit Is INSANE! 🚀

AI Summary

Summary of Google’s Agent Development Kit (ADK)

  1. Introduction to Google’s ADK
    • Overview of the Agent Development Kit released recently.
    • Comparison with LangChain and Microsoft’s AutoGen for simplicity and intuitive UI.
  2. Features of the ADK
    • Ability to build multi-agent systems.
    • New UI allows easy integration of audio, video, and files.
    • Utilizes event handling between agent interactions with states, artifacts, and evaluations.
  3. Basic Operation of Agents
    • Demonstrated multi-agent scenario, e.g., greeting and weather inquiries.
    • Root agent transfers requests to sub-agents (greeting and weather agents).
    • Example commands: “Hi” initiates greeting; “What’s the weather in New York?” invokes weather tool.
  4. Installation Instructions
    • Install using: pip install google-adk after creating a virtual environment.
    • Create necessary Python files for multi-agent operations.
  5. Code Development
    • Creating main tools (say hello, say goodbye, get weather).
    • Registering agents and tools, including greeting and farewell functionalities.
    • Main agent coordinates weather information requests and communicates with sub-agents.
  6. Running the Agent
    • Launch the application in web mode using: ADK web.
    • Demonstrates live interaction with agents.

Conclusion:

  • The ADK provides a powerful and user-friendly environment for building AI agents, making it an exciting tool for developers in the AI space.

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