This lesson teaches you to build efficient chatbots with long-term memory using Langchain and LangGraph, focusing on managing message history to avoid exceeding token limits. Key techniques include customizing state schemas, employing reducers like `RemoveMessage` and `add_messages`, and leveraging LangSmith for debugging and tracing.