Course curriculum

  • 1
    Introduction to LLM-Based Agents and Basic Agent Design
    • Course Introduction
    • Course Handout
    • Defining Agents
    • Importance of Agents
    • Levels of Agents Complexity
    • How Agents Perform Tasks
    • Quiz
  • 2
    Building Agents with LangChain
    • Introduction to LangChain Framework
    • Models - LLM APIs
    • Messages and Prompts
    • Output Parsers
    • Hands-On: LangChain Basics
    • Hands-On: Simple Chains
    • LCEL and Runnables
    • Hands-On: Understanding Runnables LCEL
    • Hands-On:Developing LangChain Simple Agent
    • Quiz
  • 3
    Collaborative Agents with AutoGen
    • Introduction to AutoGen
    • Conversable Agents
    • Conversation Programming
    • AutoGen Design Patterns
    • Hands On: Building Agents with AutoGen
    • AutoGenStudio
    • Hands On: Building a Research Assistant with Autogen
    • Quiz
  • 4
    Stateful Workflows with LangGraph
    • Introduction to LangGraph
    • LangGraph Components
    • States in LangGraph
    • Nodes - Edges in LangGraph
    • Hands On: Building Stateful Applications
    • Hands On: Building a Research Assistant in LangGraph
    • Hands On: Simple RAG Agent with LangGraph
    • Course Recap
    • Quiz
    • Additional Resources