AI 工程编码

题集来源:AMIT SHEKHAR(amitshekhariitbhu)收录项目:ai-engineering-interview-questions查看原题集

题目目录

32 道原题
  1. Implement a basic RAG pipeline using an embedding model and a vector database.

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  2. Build a simple AI agent with tool use (e.g., calculator, web search).

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  3. Implement semantic search using embeddings and cosine similarity.

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  4. Write code for different text chunking strategies (fixed-size, recursive, semantic).

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  5. Implement a prompt template system with variable substitution.

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  6. Build an evaluation pipeline for LLM outputs using LLM-as-a-judge.

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  7. Implement streaming responses for an LLM API.

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  8. Build a simple vector similarity search from scratch.

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  9. Implement a conversation memory system for a chatbot (sliding window, summary, buffer).

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  10. Write code to detect and handle hallucinations in LLM outputs.

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