This lesson teaches you to build powerful AI agents using LangChain and LangGraph, leveraging LLMs and tools for complex tasks. The framework offers persistence, streaming, and debugging advantages, but requires understanding its functional API and workflow, including state management and control flow using decorators like `@entrypoint` and `@task`.