Agent Development Kit (ADK) - Conceptual Overview
AI Summary
In this video, a comprehensive overview of Google’s Agent Development Kit (ADK) is provided, which is a modular framework designed for developing and deploying AI agents. The presenter explains the hierarchical structure of agent types that ADK supports, including LLM agents that leverage large language models for execution, workflow agents designed around deterministic logic, and custom agents for more complex tasks. Key concepts such as the functional components of agents, tools that provide capabilities for AI actions, and the organization of conversational context through sessions, state, and memory are discussed. The video emphasizes the flexibility of ADK in integrating with various external tools and frameworks, exemplified through built-in, third-party, and function tools, which enhance its modularity and performance. Lastly, the process of evaluating agent performance, the significance of events in driving agent actions, and the runtime of ADK are highlighted, providing viewers with a foundational understanding of building and utilizing AI agents effectively.