Course curriculum

  • 1
    Introduction to RAG
    • Course Introduction
    • Why RAG Systems?
    • What is RAG System?
    • Quiz
  • 2
    Steps Involved in RAG
    • Introduction to Retrieval
    • Document Loaders
    • Document Splitters and Chunkers
    • Embedding Models
    • Vector Databases
    • Retrievers
    • Introduction to RAG Evaluation Matrix
    • Popular RAG Evaluation Frameworks
    • Quiz
  • 3
    Hands-on: Building a RAG system
    • Project - Company Policy RAG
    • IPYNB file