Build Multi-Model Agent in 10 Minutes - Google’s New Agent Kit Is INSANE! 🚀
AI Summary
Summary of the Video: Google’s Agent Development Kit (ADK)
- Introduction to Google’s ADK
- Overview of the Agent Development Kit (ADK) released recently.
- Comparison with other tools like Lang Chain and Microsoft Autogen.
- Features of ADK
- Intuitive User Interface for building agents.
- Ability to create multi-agent systems easily.
- Supports events, states, artifacts, and evaluations within agents.
- Demonstration of Agent Capabilities
- Example of a greeting agent and a weather agent.
- Interactions showcase how agents respond to inputs (e.g., greetings and weather inquiries).
- Streaming responses for better user experience.
- Session Management
- Use of in-memory session handling to maintain user context during interactions.
- Steps to Build an Agent
- Install ADK via pip:
pip install google-adk.- Setup a virtual environment and necessary files:
init.py,multi-agent.py.- Example code illustrates how to create tools (e.g., for greeting and weather inquiries) and register agents.
- Explanation of the agent structure: root agent managing sub-agents (greeting and farewell).
- Final invocation of agents using the runner class.
- Web Mode Setup
- Instructions to run the ADK as a web service.
- Live demonstration of interactions through the web interface.
- Conclusion
- Encouragement to explore ADK and its capabilities in AI projects.
- Invitation to follow for further updates and developments in AI-related courses.