AI 与机器学习系统设计

题集来源:Alireza Dirafzoon(alirezadir)收录项目:AIMLInterviews查看原题集

题目目录

40 道原题
  1. RAG document Q&A / "chat with your docs" (retrieval + grounded generation)

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  2. LLM-powered customer-support chatbot (with guardrails, fallback to human)

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  3. Agentic workflow / AI assistant (planning, tool use, memory)

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  4. Enterprise / semantic search with LLM answers (retrieval + synthesis + citations)

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  5. Code assistant / coding agent (RAG over repo + tool use + verification)

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  6. Content generation / summarization at scale (batch + safety filtering)

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  7. LLM-based recommendation / personalization (LLM as ranker or feature generator)

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  8. Video/Movie recommendation(Netflix, Youtube)

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  9. Friends / follower recommendation(Facebook, Twitter, LinkedIn)

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  10. Event recommendation system (Eventbrite)

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