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Open Graph Description: Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 - allworldall/JavaGuide

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AI 应用开发面试指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/ai-interview-guide.md
Java/Go 开发者 AI 应用开发与 Agent 学习路线（2026 最新版）https://github.com/allworldall/JavaGuide/blob/patch-1/docs/roadmap/java-to-ai-roadmap.md
后端开发者转型 AI Agent 学习建议（2026 最新版）https://github.com/allworldall/JavaGuide/blob/patch-1/docs/roadmap/backend-to-ai-agent-roadmap.md
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https://github.com/Snailclimb/AIGuidehttps://github.com/Snailclimb/AIGuide
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https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#适合谁看
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#几个容易踩坑的地方
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#建议阅读顺序
AI 应用开发面试指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/ai-interview-guide.md
万字拆解 LLM 运行机制https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/llm-operation-mechanism.md
大模型 API 调用工程实践https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/llm-api-engineering.md
一文搞懂 AI Agent 核心概念https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/agent-basis.md
大模型提示词工程实践指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/prompt-engineering.md
上下文工程实战指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/context-engineering.md
万字详解 RAG 基础概念https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-basis.md
RAG 文档处理与切分策略https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-document-processing.md
万字详解 RAG 检索优化https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-optimization.md
AI 应用系统设计https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/system-design/ai-application-architecture.md
大模型网关详解https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/system-design/llm-gateway.md
AI 应用评测体系https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/llm-evaluation.md
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#核心文章
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#面试与复习路线
Java/Go 开发者 AI 应用开发与 Agent 学习路线（2026 最新版）https://github.com/allworldall/JavaGuide/blob/patch-1/docs/roadmap/java-to-ai-roadmap.md
后端开发者转型 AI Agent 学习建议（2026 最新版）https://github.com/allworldall/JavaGuide/blob/patch-1/docs/roadmap/backend-to-ai-agent-roadmap.md
AI 应用开发面试题专题https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions
AI 应用开发面试指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/ai-interview-guide.md
大模型基础面试题总结https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/llm-interview-questions.md
AI Agent 面试题总结https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/agent-interview-questions.md
RAG 面试题总结https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/rag-interview-questions.md
AI 系统设计面试题总结https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/interview-questions/ai-system-design-interview-questions.md
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#大模型基础
大模型基础专题https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis
万字拆解 LLM 运行机制https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/llm-operation-mechanism.md
大模型 API 调用工程实践https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/llm-api-engineering.md
大模型结构化输出详解https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/structured-output-function-calling.md
AI 应用评测体系https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/llm-basis/llm-evaluation.md
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#ai-agent
AI Agent 专题https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent
一文搞懂 AI Agent 核心概念https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/agent-basis.md
AI Agent 记忆系统https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/agent-memory.md
大模型提示词工程实践指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/prompt-engineering.md
上下文工程实战指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/context-engineering.md
万字拆解 MCP 协议https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/mcp.md
万字详解 Agent Skillshttps://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/skills.md
一文搞懂 Harness Engineeringhttps://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/harness-engineering.md
AI 工作流中的 Workflow、Graph 与 Loophttps://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/workflow-graph-loop.md
Loop Engineering 是什么？为什么说它是新瓶装旧酒？https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/agent/loop-engineering.md
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#rag-检索增强生成
RAG 专题https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag
万字详解 RAG 基础概念https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-basis.md
RAG 文档处理与切分策略https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-document-processing.md
万字详解 RAG 向量索引算法和向量数据库https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-vector-store.md
万字详解 RAG 检索优化https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-optimization.md
万字详解 GraphRAGhttps://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/graphrag.md
RAG 知识库文档更新策略https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/rag/rag-knowledge-update.md
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#ai-系统设计
AI 系统设计专题https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/system-design
AI 应用系统设计https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/system-design/ai-application-architecture.md
大模型网关详解https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/system-design/llm-gateway.md
AI 语音技术详解https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai/system-design/ai-voice.md
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#高频问题
https://github.com/allworldall/JavaGuide/tree/patch-1/docs/ai#相关专题
AI 编程实战指南https://github.com/allworldall/JavaGuide/blob/patch-1/docs/ai-coding
系统设计https://github.com/allworldall/JavaGuide/blob/patch-1/docs/system-design
高可用系统知识体系https://github.com/allworldall/JavaGuide/blob/patch-1/docs/high-availability
高性能系统知识体系https://github.com/allworldall/JavaGuide/blob/patch-1/docs/high-performance
分布式系统知识体系https://github.com/allworldall/JavaGuide/blob/patch-1/docs/distributed-system
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