JavaScript RAG Web Apps with LlamaIndex - Syllabus

• Introduction
  • Overview of RAG applications in JavaScript with LlamaIndex
  • Course objectives and key concepts
• Getting Started with RAG
  • Basics of Retrieval Augmented Generation (RAG)
  • Setting up a RAG application with JavaScript
• Build a Full-Stack Web App
  • Developing the backend API server
  • Building an interactive React frontend for querying data
• Advanced Queries with Agents
  • Using an intelligent agent to query multiple data sources
  • Implementing a router query engine for dynamic data selection
• Production-Ready Techniques
  • Data persistence and streaming responses
  • Creating a persistent chat experience with create-llama CLI
• Conclusion
  • Recap of course concepts and techniques
  • Next steps for developing JavaScript RAG applications