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Explain how RAG works.
- Technical PM
- Top Interview Questions
- Medium
- 20 min
Focus on providing a clear and concise explanation of Retrieval-Augmented Generation (RAG) and its components. Start by outlining the two main parts: the retriever and the generator. Discuss how the retriever fetches relevant documents or information from a knowledge base to inform the generation process. Then, explain how the generator uses this retrieved information to produce more accurate and contextually relevant responses. Be prepared to highlight the advantages of RAG over traditional models, such as improved accuracy and the ability to handle dynamic information. Use examples to illustrate your points, if possible.
What this question tests
- Technical PM
- Structured problem solving
- Communication
- Trade-off reasoning
Practise this question under interview conditions. Answer it out loud against a timer with an AI interviewer that asks follow-ups, then review the scored report.
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