LLM and Retrieval Fundamentals: sections and modules
T2.2
RAG from first principles
Describe the RAG pipeline and when RAG is the wrong tool.
About 1 h 54 min: 39 min reading + 1 h 15 min practice · 6 lessons
- Scope
- Pipeline overview; techniques in T2.3–T2.4
- Prerequisites
Lessons
Start module- 4Grounded Generation
6 min
- 6Practise RAG Fundamentals Interview Questions
7 min · Credited source
Practise and Check
- Deliverable
- Sketch the pipeline for a given corpus
- Assessment
- Checkpoint
- Interview probe
- RAG vs fine-tuning vs long context
- Common mistakes
- RAG for problems that need tools or SQL
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