51CTO-AI智能体（Agent）开发实战：工业级项目案例驱动课
https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 51CTO-AI智能体（Agent）开发实战：工业级项目案例驱动课https://cdn.ldstatic.com/images/emoji/twemoji/file_folder.png?v=15 课件资料
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-29 29 LangGraph进阶之单代理-ReAct Agent-实操-原理剖析(2).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-12 12 LangChain智能体Agent之浏览器机器人.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-16 16 LangGraph进阶之单代理-Router Agent-LangGraph四大代理架构.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-44 44 智能客服版本2之结构化数据-结构化数据导图数库.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-11 11 LangChain智能体Agent之多工具并联串联调用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-5 05 GraphRAG原理篇之GraphRAG 环境部署 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-55 55 LangGraph实战之多代理-Magentic-One原理剖析.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-57 57 LangGraph实战之多代理-基于Supervisor架构实现多代理系统.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-59 59 LangGraph实战之多代理-Multi Agent综合实战-Neo4J入库.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-56 56 智能客服版本2之GraphRAG工程化-方案设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-18 18 智能客服版本1之项目部署-项目文件和功能展示.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-16 16 GraphRAG Index源码篇之文档实体和关系抽取.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-31 31 智能客服版本1之代码落地-对话接口实现（下）.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-14 14 智能客服之模型压力测试-API实践（下）.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-71 71 智能客服版本2之Multi Agent架构之Text2Code查询.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-39 39 LangGraph进阶之长短期记忆-实现带有记忆的智能天气助手 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-67 67 智能客服版本2之Multi Agent架构之复杂问题拆解.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-30 30 GraphRAG 图数据库篇之导入text_units数据.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-20 20 智能客服版本1之项目部署-MySQL数据库安装.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-23 23 GraphRAG index源码篇之社区报告内容查看.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-43 43 GraphRAG Query源码篇之实体与社区信息匹配.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-3 02 LangGrpah基础之Agent智能体开发框架哪个好？.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-59 59 智能客服版本2之GraphRAG工程化-增量索引构建接口设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-10 10 LangGraph进阶之State核心-Graph可视化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-51 51 LangGraph实战之多代理-父子图之间的消息传递(下).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-26 26 GraphRAG 图数据库篇之创建节点.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-46 46 智能客服版本2之多模态数据-minerU项目原理剖析.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-27 27 智能客服版本1之代码落地-数据库表设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-29 29 智能客服版本1之代码落地-用户登录接口实现(下).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-27 27 LangGraph进阶之单代理-ReAct Agent-LangGraph实现方式.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-5 05 智能客服之模型能力测试-平台推荐(1).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-4 04 智能客服之资源评估.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-47 47 LangGraph实战之多代理-5个AI阶段.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-33 33 LangGraph进阶之事件流-事件流应用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-28 28 GraphRAG 图数据库篇之常见需求Cypher语句.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-41 41 LangGraph进阶之人机交互-Agent中为什么需要人机交互？.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-39 39 GraphRAG Query源码篇之加载Embedding向量文件.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-18 18 LangGraph进阶之单代理-Router Agent-应用程序构建.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-23 23 智能客服版本1之技术方案-前后端分离.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-7 07 LangGrpah基础之LangGprah结构-Nodes和Edges类设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-8 08 LangGrpah基础之LangGraph快速入门案例实践.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-34 34 智能客服版本2之智能客服核心技术选型(上).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-49 49 LangGraph实战之多代理-Multi Agent架构类型.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-69 69 智能客服版本2之Multi Agent架构之GraphRAG查询.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-9 09 GraphRAG Index源码篇之源码环境准备.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-33 33 GraphRAG 图数据库篇之导入communities数据 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-58 58 LangGraph实战之多代理-Multi Agent综合实战-GrpahRAG的原理(1).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-2 02 LangChain开发基础之生态介绍（下）.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-42 42 智能客服版本2之结构化数据-自适应提示词流程设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-23 23 LangGraph进阶之单代理-Tool Calling Agent-完整案例演示.tle
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-43 43 LangGraph进阶之人机交互-Graph中添加断点实践.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-8 08 LangChain开发基础之智能问答系统案例实践.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-13 13 GraphRAG Index源码篇之文档切分策略.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-12 12 LangGraph进阶之State核心-基于State构建消息传递机制.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-35 35 智能客服版本2之智能客服核心技术选型(下).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-61 61 LangGraph实战之多代理-Multi Agent综合实战-向量数据入库(4).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-33 33 智能客服版本2之智能客服整体技术方案.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-46 46 LangGraph进阶之人机交互-Graph中添加动态断点测试.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-55 55 智能客服版本2之多模态数据-PDF数据处理全流程联调.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-61 61 智能客服版本2之GraphRAG工程化-数据接口前后端联调.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-38 38 GraphRAG Query源码篇之读取索引文件信息.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-38 38 LangGraph进阶之长短期记忆-基于SqliteSaver实现短期记忆.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-45 45 GraphRAG Query源码篇之Global流程解析.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-6 06 GraphRAG原理篇之GraphRAG 核心参数配置.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-39 39 智能客服版本2之结构化数据-自然语言数据文件预处理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-1 01 GraphRAG原理篇之传统RAG流程回顾.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-40 40 智能客服版本2之结构化数据-数据切割策略优化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-24 24 GraphRAG index源码篇之索引结构向量化.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-44 44 LangGraph进阶之人机交互-Graph中添加动态断点实践.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-19 19 智能客服版本1之项目部署-模型私有化部署.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-40 40 LangGraph进阶之长短期记忆-基于Store实现长期记忆.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-51 51 智能客服版本2之多模态数据-PDF数据加载.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-11 11 LangGraph进阶之State核心-Reducer函数机制.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-48 48 LangGraph实战之多代理-单代理架构缺陷.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-57 57 智能客服版本2之GraphRAG工程化-动态提示词模块接口设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-43 43 智能客服版本2之结构化数据-GraphRAG数据生成.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-65 65 智能客服版本2之Multi Agent架构之普通问答流程设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-10 10 LangChain智能体Agent之Agent智能体构建.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-27 27 GraphRAG 图数据库篇之创建属性.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-27 27 智能客服版本1之代码落地-数据库表设计 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-25 25 智能客服版本1之技术方案-缓存语义相似度方案(下).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-7 07 GraphRAG原理篇之GraphRAG核心命令快速体验.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-73 73 智能客服版本2之Multi Agent架构之全流程演示.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-60 60 LangGraph实战之多代理-Multi Agent综合实战-图数据库效果测试(3).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-44 44 GraphRAG Query源码篇之构建完整提示词生成答案.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-46 46 GraphRAG Query源码篇之索引文件加载.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-42 42 GraphRAG Query源码篇之用户问题与实体信息匹配.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-58 58 智能客服版本2之GraphRAG工程化-全量索引构建接口设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-17 17 GraphRAG Index源码篇之实体和关系摘要生成 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-22 22 GraphRAG index源码篇之生成社区报告.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-21 21 GraphRAG index源码篇之合并知识图谱.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-10 10 智能客服之模型部署-核心参数配置(2) .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-32 32 LangGraph进阶之事件流-流输出模式测试.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-45 45 智能客服版本2之多模态数据-minerU开源项目介绍.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-21 21 LangGraph进阶之单代理-Router Agent-基于结构化输出构建Router图.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-8 08 智能客服之模型能力测试-模型能力测试对比演练(4).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-63 63 LangGraph课程总结.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-15 15 GraphRAG Index源码篇之文档切分内容.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-50 50 智能客服版本2之多模态数据-PDF数据处理方案总体设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-26 26 LangGraph进阶之单代理-ReAct Agent-LangChain实现方式.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-63 63 智能客服版本2之Multi Agent架构之项目功能预览.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-37 37 GraphRAG Query源码篇之Query源码环境准备.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-50 50 GraphRAG 课程总结 .tle
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-30 30 LangGraph进阶之单代理-ReAct Agent-实操-效果测试(3).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-18 18 GraphRAG Index源码篇之实体和关系内容窥探.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-48 48 GraphRAG Query源码篇之静态社区与动态社区.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-26 26 智能客服版本1之技术方案-外部函数调用.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-31 31 LangGraph进阶之事件流-流输出模式 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-13 13 智能客服之模型压力测试-API实践（中）.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-52 52 智能客服版本2之多模态数据-PDF数据后处理逻辑.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-22 22 LangGraph进阶之单代理-Tool Calling Agent-核心原理.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-66 66 智能客服版本2之Multi Agent架构之安全护栏设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-11 11 GraphRAG Index源码篇之文档加载格式.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-64 64 智能客服版本2之Multi Agent架构之意图识别设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-36 36 智能客服版本2之智能客服数据方案架构设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-41 41 智能客服版本2之结构化数据-自然语言数据切割逻辑.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-15 15 LangGraph进阶之State核心-LangGraph与LangSmith整合.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-37 37 智能客服版本2之结构化数据-csv数据准备.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-9 09 LangChain智能体Agent之Function Call流程回顾.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-4 03 LangGrpah基础之如何学习一个Agent智能体框架？.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 2-32 32 GraphRAG 图数据库篇之导入relationships数据.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-60 60 智能客服版本2之GraphRAG工程化-查询接口设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-5 05 LangGrpah基础之LangGprah结构-Graph类设计.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-15 15 LangChain大模型协议MCP之智能天气系统案例实践.tle
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-70 70 智能客服版本2之Multi Agent架构之基于规则引擎查询 .mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-19 19 LangGraph进阶之单代理-Router Agent-结构化输出-提示词工程.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 1-62 62 LangGraph实战之多代理-Multi Agent综合实战-最终效果验证(5).mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 4-5 05 LangChain开发基础之构建复杂Chain.mp4
https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 3-32 32 智能客服版本1之代码落地-联网搜索功能实现.mp4
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https://cdn.ldstatic.com/images/emoji/twemoji/page_facing_up.png?v=15 课件资料.exe
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