Topic courseIntermediateLLMs
RAG Systems — Topic Course
Retrieval-augmented generation: chunking, embeddings, vector search, grounding, and evaluation.
What you'll walk away with
- Design a RAG pipeline
- choose chunking strategies
- evaluate faithfulness and retrieval quality
Course certificate
DecodeAI Certificate in Retrieval-Augmented Generation
Earn by passing all topic quizzes (0/2)
Remaining: RAG Architecture, Evaluating RAG Quality
Tip: complete every module quiz at ≥ pass mark to unlock certification.
Syllabus
Module 1Free preview
RAG Architecture
Retrieve then generate — when and how it beats fine-tuning.
Theory 2 lessons Quiz Cheatsheet
Module 2Pro
Evaluating RAG Quality
Offline metrics and LLM-as-judge patterns that catch silent failures.
Theory 2 lessons Quiz Cheatsheet