慕课网体系课-程序员AI编程绿皮书
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 慕课网体系课 - 程序员AI编程绿皮书https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-阶段二 【实战入门】大模型开发与知识接入
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-阶段一 【认知基石】理解大模型的本质与工作原理
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-阶段五 【能力封装】可复用技能
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-阶段四 【框架应用】高效AI开发
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-阶段三 【工具与协议】让AI连接世界
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 006-阶段六 【智能体】从单体到多体
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 green-book.zip
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-第4周 理解大模型开发
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-第5周 RAG：知识接入技术
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-第10周 Skill：可复用技能封装
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-第8周 LangChain框架入门
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-第9周 LangGraph：工作流编排
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-第1周 语言模型是什么
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-第3周 语言模型的进阶能力
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-第2周 语言模型怎么训练
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-图文-1-1-ChatGPT的本质.assets
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 006-向量数据库
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-RAG核心原理
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 008-LlamaIndex
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 007-第一个RAG应用：游戏知识问答系统
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-第7周 MCP：模型上下文协议
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-第6周 Function Calling：工具调用机制
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-第12周 Multi-Agent：多智能体协作
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-第12周 Multi-Agent：多智能体协作
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-第11周 Agent：智能体架构
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-理解大模型开发
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-准备工作与环境搭建
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-小试牛刀，做一个简单的翻译器
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-Prompt基础与必要场景
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-LangChain核心概念与应用
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-RAG集成：打造智能知识库
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-Skill核心概念与扩展能力
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-Skill的获取与生态
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-frontend-design实战
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-文章写作Agent
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-为什么需要LangGraph
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-文字接龙的游戏
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-ChatGPT的本质
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-语言模型
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-序与前言
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 098-图文-1-1-向量数据库（一）- 核心算法.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 099-图文-1-2-向量数据库（二）-进阶算法与Chroma实战.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-Embedding
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 006-预训练
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 007-监督微调
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 010-Context Learning
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 009-涌现能力
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 008-RLHF
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 012-幻觉
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 011-Temperature-控制创造力的旋钮
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 S.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 104-图文-1-1-LlamaIndex（一）-核心概念与查询机制.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 105-图文-1-2-LlamaIndex（二）-实战：Java规范问答系统.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 101-图文-1-2-文档分块：Chunking的艺术.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 103-图文-1-4-RAG检索优化：让答案更准确.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 100-图文-1-1-游戏知识问答系统.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 102-图文-1-3-文档分块实战：Java编程规范问答.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 094-图文-1-1-为什么需要RAG.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 097-图文-1-4-Embedding：把文字变成向量.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 095-图文-1-2-RAG核心原理（一）-工作流程与语义搜索.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 096-图文-1-3-RAG核心原理（二）-检索生成与关键机制.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 006-Tools、Prompts详解
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-MCP核心概念
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 007-MCP通信协议与实战
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-Resources概念与实战
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 008-全书结语：从理论到实践的AI开发之旅
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-多Agent协作：从个体到群体智能
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-Agent的核心架构剖析
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 007-CrewAI 实战
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 006-实战：智能旅行规划Agent
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-Function Calling进阶实战
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-Function Calling的本质
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-实战：游戏装备查询
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 002-实战：智能旅行规划Agent
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 003-什么是真正的Agent
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 001-Agent的核心架构剖析
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 086-图文-1-1-准备工作与环境搭建.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 089-图文-1-3-流式输出与长度控制.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 087-图文-1-1-第一次API调用与核心参数.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 090-图文-1-4-创意控制与专业翻译器.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 088-图文-1-2-多轮对话与上下文管理实战.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 093-图文-1-3-结构化输出与常用模板.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 092-图文-1-2-Prompt五要素.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 091-图文-1-1-Prompt基础与必要场景.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 083-图文-1-1-AI不等于大模型.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 085-图文-1-3-理解大模型开发（二）-实战篇.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 083-图文-1-1-AI不等于大模型(1).pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 084-图文-1-2-理解大模型开发（一）.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 128-图文-1-3-RAG集成：打造智能知识库.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 126-图文-1-1-第一个LangChain应用.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 127-图文-1-2-工具调用：让AI操作外部世界.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 125-图文-1-2-LangChain核心概念.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 124-图文-1-1-为什么需要 LangChain.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 003-图文-1-1-Skill 核心概念.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 004-图文-1-2-Skill的扩展能力.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 001-图文-1-1-为什么需要 Skill.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 002-图文-1-2-Skill 的获取与生态.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 130-图文-1-2-LangGraph核心概念.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 129-图文-1-1-为什么需要 LangGraph.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 130-图文-1-2-LangGraph核心概念(1).pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 005-图文-1-1-让 AI 帮你创建 Skill.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 007-图文-1-3-Skill 的实战心法：让指令真正生效.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 006-图文-1-2-个人技能可视化：frontend-design实战.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 017-图文-1-5-文字接龙（三）-简单任务背后的复杂智能.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 015-图文-1-3-文字接龙（二）-概率分布的数学本质.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 019-练习-1-7-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 018-图文-1-6-文字接龙（四）-Token、幻觉与创造力.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 016-练习-1-4-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 014-练习-1-2-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 013-图文-1-1-文字接龙（一）-游戏.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 132-图文-1-2-条件分支与循环.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 133-图文-1-3-人工介入(Human-in-the-Loop).pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 131-图文-1-1-文章写作Agent.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 030-图文-1-3-Embedding（二）-词向量的魔法.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 032-图文-1-5-Embedding（三）-意义的数学化.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 029-练习-1-2-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 033-图文-1-6-强化练习题.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 028-图文-1-1-Embedding（一）-从符号到数字.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 031-练习-1-4-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 005-图文-1-1-ChatGPT的本质.assets
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 010-练习-1-6-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 005-图文-1-1-ChatGPT的本质.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 012-练习-1-8-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 009-图文-1-5-训练的本质.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 011-图文-1-7-参数的演化.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 006-练习-1-2-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 008-练习-1-4-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 007-练习-1-3-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 023-练习-1-4-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 022-图文-1-3-语言模型（二）-从数据中学习规律.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 025-练习-1-6-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 027-练习-1-8-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 020-图文-1-1-语言模型（一）-什么是语言模型.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 021-练习-1-2-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 026-图文-1-7-语言模型（四）-大语言模型与对话系统.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 024-图文-1-5-语言模型（三）-语言模型的演进.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 004-图文-1-5-Vibe-Spec-Coding，用自然语言来编程.assets
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 001-图文-1-2-《程序员AI编程绿皮书》配套题库使用说明.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-1 《程序员AI编程绿皮书》导学.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 003-图文-1-4-本数字教材特色.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 002-图文-1-3-作者自序.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 004-图文-1-5-Vibe-Spec-Coding，用自然语言来编程.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 067-图文-1-9-扩展练习（3）.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 060-练习-1-2-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 064-图文-1-6-扩展练习（2）.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 059-图文-1-1-涌现能力（一）-令人震撼的发现.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 065-图文-1-7-涌现能力（三）-涌现的边界.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 063-练习-1-5-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 061-图文-1-3-扩展练习（1）.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 066-练习-1-8-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 062-图文-1-4-涌现能力（二）-为什么会涌现.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 045-练习-1-5-选择练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 044-图文-1-4-监督微调（二）-三个关键要素.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 043-图文-1-3-监督微调-概念与本质的扩展练习.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 041-图文-1-1-监督微调（一）-概念与本质.pdf
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 049-图文-1-9-扩展练习.pdf
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