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CodeSignal

Introduction to RAG

via CodeSignal

Overview

Learn what Retrieval-Augmented Generation (RAG) is, why combining retrieval with generation can reduce hallucinations, and how a basic RAG workflow contrasts with naive prompting. This course is mostly informational, setting the stage for more hands-on work in later courses.

Syllabus

  • Lesson 1: Foundations: From IR to RAG
  • Lesson 2: RAG in Action: A Simple Workflow
  • Lesson 3: Fighting Hallucinations: RAG's Role in Trustworthy LLMs

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