Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

RAG to Reduce Hallucinations

HardGenerative AI & LLMs00:00
Practice interviewer
In session
5 left
00:00

Your question is RAG to Reduce Hallucinations. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

You need to log in / sign up to chat or submit.

Problem

How would you design a RAG pipeline to minimize hallucinations while maintaining high throughput?

Discuss the full pipeline from document ingestion through retrieval, reranking, generation, and response validation. Explain how you would evaluate retrieval quality, groundedness, refusal behavior, latency, and cost. Address prompt injection in retrieved content and describe the tradeoffs behind your model, indexing, caching, batching, and context-window choices.