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Introduction to RAG with Rust

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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

Unit 1: Foundations: From IR to RAG
Unit 2: RAG in Action: A Simple Workflow

Implementing Simple Document Retrieval
Enhancing Retrieval Logic
Fix the RAG Generation Bug
Enhancing RAG Retrieval with Multiple Document Support
Building a Simple RAG Pipeline

Unit 3: Fighting Hallucinations: RAG's Role in Trustworthy LLMs

Reveal Document Relevance Scores
Enhance RAG Retrieval Function
Handle Missing Data in RAG

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