Build RAG Applications: Get Started

Data Scientists, AI Researchers, Robotics Engineers, and others who can use Retrieval-Augmented Generation (RAG) can expect to earn entry-level salaries ranging from USD 93,386 to USD 110,720 annually, with highly experienced AI engineers earning as much as USD 172,468 annually (Source: ZipRecruiter). In this beginner-friendly short course, you’ll begin by exploring RAG fundamentals—learning how RAG enhances information retrieval and user interactions—before building your first RAG pipeline.

• Develop practical understanding of Retrieval-Augmented Generation (RAG)
• Design user-friendly interactive interfaces for RAG applications with Gradio
• Learn about LlamaIndex, its uses, and contrast with LangChain
• Build RAG applications using LangChain and LlamaIndex in Python