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RAG for business

Connect AI to your company's documents and get answers you can verify.

ImplementationLevel: Advanced

How retrieval-augmented generation turns internal knowledge into trustworthy answers. You will learn how retrieval, chunking and embeddings work, what makes answers accurate and traceable, and how to scope a first project with the right documents, access control and hosting.

Instructor

Tomislav Jurić

AI solutions architect

  • 3 modules
  • 7 lessons
  • 63 minutes

Your progress

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0 of 7 lessons

63 min left

First lesson

RAG in one loop

Video9 min

Start

What you will learn

  • Explain the RAG loop and when it beats fine-tuning
  • Make informed choices about chunking, embeddings and search
  • Measure answer accuracy and require a source for every answer
  • Scope a first RAG project with clean content and proper access control

Curriculum

Lessons build on each other in order, but you can open any of them.

Module 1 How RAG works

0 of 2 completed

2 lessons19 min

  1. RAG in one loopVideo9 minUp nextNot completed
  2. Chunking and embeddingsReading10 minNot completed

Module 2 Quality and trust

0 of 3 completed

3 lessons22 min

  1. Retrieval qualityReading9 minNot completed
  2. Citations and traceabilityVideo7 minNot completed
  3. Knowledge check: RAGQuiz6 minNot completed

Module 3 Your first RAG project

0 of 2 completed

2 lessons22 min

  1. Pick the right document setExercise14 minNot completed
  2. Access control and hostingReading8 minNot completed