Section outline

• Select section Day 1: LangServe and LangGraph Fundamentals

  Day 1: LangServe and LangGraph Fundamentals

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  • LangServe
    • Overview of LangServe and its applications.
    • Expose LangChain runnables as APIs.
    • Consume APIs using LangServe client.
  • LangGraph
    • Introduction to LangGraph and its components.
    • Build agents and implement React Agent executor.
    • Lab: Create and manage agents with LangGraph.
• Select section Day 2: Llama Index and Advanced Applications

  Day 2: Llama Index and Advanced Applications

  • Llama Index
    • Fundamentals of Llama Index and its building blocks.
    • Index creation, querying, and RAG implementation.
    • Lab: Use Llama Index for chatbot and RAG systems.
  • Human Feedback and Optimization
    • Implement human loops in AI systems.
    • Design controllable agents for RAG workflows.
    • Lab: Develop interactive AI applications with feedback loops.