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Explain RAG (Retrieval-Augmented Generation). When and how would you use it?

ML Concept: 5-7 minutes to answer

llm-engineeringragretrievalmust-knowcategory:nlp_cv
Updated Jan 18, 2026

Question

Question

Explain RAG (Retrieval-Augmented Generation). When and how would you use it?

Expected time to answer: 5-7 minutes

Difficulty: intermediate

Why This Is Asked: Tests understanding of the most common pattern for grounding LLMs in external knowledge

Tags: llm-engineering rag retrieval must-know


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