主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

LLM大模型（重点）以及搜广推等 AI 算法中手写的面试题，（非 LeetCode），比如 Self-Attention, AUC等，一般比 LeetCode 更考察一个人的综合能力，又更贴近业务和基础知识一点

AI 应用开发工程师面试宝典 - 二狗子整理

Your Cheat Sheet for Machine Learning Interview – Questions and Answers.

RAG Engineer interview questions & answers for 2026 — retrieval, embeddings, chunking, re-ranking, eval, production & security. 100 Qs + worked designs. MIT.

Interview questions and prep for AI Engineer, LLM Engineer, and Applied AI roles. Built for software engineers breaking into AI and ML practitioners levelling up: company-specific question sets, role-based study maps, worked answers, and from-scratch coding challenges.

AI 面试八股「讲成人话」📖 真实大模型/LLM/Agent/RAG 面试题 + 零基础也能看懂的大白话讲解 | Plain-language explanations of real LLM/AI interview questions.

Real AI interview questions by company & role, provenance-labeled (reported vs likely). 2026. Free, MIT. By Landed.

AI Engineer interview prep for 2026 — 267 real questions, 10 worked system designs, 12 company guides (OpenAI, Anthropic, DeepMind…). Free, MIT. By Landed.

LLMs interview questions

AI 八股大白话刷题站 · LeetCode 式刷 AI 面试题 + 零基础讲解 + MCP/REST 接入任意 agent