DecodeAI
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
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Module 2Pro

Evaluating RAG Quality

Offline metrics and LLM-as-judge patterns that catch silent failures.

Theory 2 lessons Quiz Cheatsheet
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