RAG interview questions.
A curated set of 10 questions that repeatedly exercise RAG concepts in AI/ML interviews.
Design a RAG system that generates presentation slides from a user prompt.GenAI & LLM · hard · Evidence 75/100What RAG projects have you built?Project & Behavioral · medium · Evidence 75/100Explain how RAG works end to end.GenAI & LLM · medium · Evidence 75/100Design a RAG system end to end.GenAI & LLM · hard · Evidence 75/100Why use RAG instead of fine-tuning an LLM?GenAI & LLM · medium · Evidence 66/100Design a Q&A BotML System Design · hard · Evidence 41/100How would you design fallback behavior when a Q&A bot cannot retrieve enough evidence?GenAI & LLM · hard · Evidence 41/100How would you evaluate retrieval quality separately from answer quality in a Q&A bot?GenAI & LLM · hard · Evidence 41/100For a Q&A bot, when would you add RAG instead of relying on a parametric model alone?GenAI & LLM · medium · Evidence 41/100Design RAG with strict source controlGenAI & LLM · hard · Evidence 31/100