书单推荐 新书推荐 |
成为AI高手:人人都能上手的智能体实战指南 读者对象:AI爱好者与效率需求者;个人开发者与内容创作者;小企业与自媒体个体经营者;教育场景用户 ![]()
本书是一本面向零基础读者的AI智能体(Agent)入门与实战指南,旨在帮助读者系统掌握Agent的核心概念、搭建方法及多场景应用。全书分为基础篇、实战篇和展望篇三大部分:基础篇详细介绍了大语言模型(LLM)、提示词工程、扣子平台操作及5W2H需求分析法,奠定理论基础;实战篇通过直播销售、房产培训、公众号回复、客服质检、作文批改、多媒体创作、小红书运营、短视频制作等丰富案例,详细讲解Agent的搭建与发布流程,突出实用性与操作性;展望篇聚焦Agent前沿技术MCP,介绍扣子空间、纳米AI、Manus等平台的应用,拓展技术视野。本书语言通俗、图文并茂、步骤详尽,致力于打破技术门槛,使读者能快速上手构建专属Agent,提升职场、教育及个人品牌运营中的效率与创新能力。
唐舰长(唐建),曾担任世界500强企业富士康科技集团 /工程产品经理,担任伶问科技有限公司的CEO12年,工业自动化与信息大数据产业人才基地AI导师、阿里巴巴企业数字化转型技术顾问、杰克船长的AIGC Coze乔智能体专栏作者。
第一篇 基础篇
第1 章 LLM 概述 ·······················································································.2 1.1 认识LLM ······················································································.2 1.1.1 什么是LLM ··········································································.2 1.1.2 LLM 关键特性与核心能力 ·························································.3 1.1.3 LLM 发展历程 ·······································································.3 1.1.4 LLM 的重要性与面临的挑战 ······················································.4 1.2 LLM 选择 ······················································································.5 1.2.1 主流LLM ·············································································.5 1.2.2 如何选择和评估LLM 产品 ························································.7 1.3 Agent:让LLM 走向行动 ··································································.8 1.3.1 Agent 核心特征及差异性 ···························································.8 1.3.2 Agent 基本构成要素 ································································.9 1.3.3 Agent 技术原理与工作流程 ·······················································.11 1.3.4 Agent 与LLM 的关系 ······························································.12 1.4 主流Agent 平台 ·············································································.13 1.4.1 大型科技公司Agent 平台 ·························································.13 1.4.2 开源Agent 平台 ·····································································.14 1.5 Agent 应用场景 ··············································································.15 第2 章 提示词工程 ···················································································.17 2.1 什么是提示词 ················································································.17 2.2 提示词万能框架 ·············································································.18 2.2.1 角色:AI 身份定位与视角设定 ··················································.18 2.2.2 工作流程:AI 任务拆解与执行路径 ············································.19 2.2.3 规则:AI 行为边界与合规要求 ··················································.21 2.2.4 例子:AI 风格参照与质量标杆 ··················································.23 2.2.5 输出格式:AI 成果标准化与规范化呈现 ·····································.25 2.3 提升长提示词稳定性的技巧 ······························································.28 第3 章 扣子平台 ······················································································.38 3.1 扣子简介 ······················································································.38 3.2 扣子的优势 ···················································································.38 3.3 扣子注册及工作空间页面 ·································································.39 3.3.1 注册/登录扣子 ······································································.39 3.3.2 扣子的用户类型 ····································································.40 3.3.3 扣子页面 ·············································································.41 3.4 扣子平台架构 ················································································.44 3.4.1 扣子工作空间 ·······································································.44 3.4.2 扣子开发项目 ·······································································.44 3.4.3 扣子资源 ·············································································.45 3.4.4 平台架构总结 ·······································································.46 3.5 扣子基本操作 ················································································.47 3.5.1 操作逻辑 ·············································································.47 3.5.2 在线学习资源 ·······································································.47 3.5.3 搭建Agent 页面 ····································································.48 3.5.4 扣子应用 ·············································································.56 3.5.5 工作流页面 ··········································································.65 第4 章 扣子变量及主要节点 ·······································································.74 4.1 变量 ····························································································.74 4.2 扣子工作流主要节点 ·······································································.81 4.2.1 开始节点 ·············································································.81 4.2.2 结束节点 ·············································································.82 4.2.3 大模型节点 ··········································································.82 4.2.4 插件节点 ·············································································.83 4.2.5 工作流节点 ··········································································.85 4.2.6 代码节点 ·············································································.85 4.2.7 选择器节点 ··········································································.86 4.2.8 意图识别节点 ·······································································.87 4.2.9 循环节点 ·············································································.87 4.2.10 批处理节点·········································································.88 4.2.11 数据库节点 ·········································································.89 4.2.12 知识库检索节点 ···································································.90 4.2.13 图像生成节点 ······································································.90 4.2.14 画板节点 ············································································.91 4.2.15 问答节点 ············································································.92 4.2.16 文本处理节点 ······································································.92 第5 章 5W2H 需求分析法 ··········································································.93 5.1 5W2H 分析法 ·················································································.93 5.2 5W2H 分析法在Agent 设计中的应用 ···················································.94 5.3 5W2H 分析客服聊天质检需求 ····························································.96 第二篇 实战篇 第6 章 直播销冠数字分身 ··········································································.98 6.1 场景概述 ······················································································.98 6.1.1 场景描述 ·············································································.98 6.1.2 痛点分析 ·············································································.98 6.2 需求分析 ······················································································.99 6.2.1 业务分析 ·············································································.99 6.2.2 解决方案梳理 ·······································································.99 6.2.3 展现效果 ···········································································.100 6.3 Agent 搭建与发布 ·········································································.101 6.3.1 Agent 搭建 ·········································································.101 6.3.2 Agent 调试与发布 ································································.103 第7 章 房产中介电话培训体系 ···································································.107 7.1 场景概述 ····················································································.107 7.1.1 场景描述 ···········································································.107 7.1.2 痛点分析 ···········································································.107 7.2 需求分析 ····················································································.108 7.2.1 业务分析 ···········································································.108 7.2.2 解决方案梳理 ·····································································.108 7.2.3 展现效果 ···········································································.109 7.3 Agent 搭建与发布 ··········································································.111 7.3.1 Agent 搭建 ··········································································.111 7.3.2 Agent 调试与发布 ·································································.120 第8 章 微信公众号智能回复 ·····································································.122 8.1 场景概述 ·····················································································.122 8.1.1 场景描述 ············································································.122 8.1.2 痛点分析 ············································································.122 8.2 需求分析 ·····················································································.123 8.2.1 业务分析 ············································································.123 8.2.2 解决方案梳理 ······································································.123 8.2.3 展现效果 ············································································.124 8.3 Agent 搭建与发布 ··········································································.125 8.3.1 Agent 搭建 ··········································································.125 8.3.2 Agent 调试与发布 ·································································.133 8.4 开发避坑 ·····················································································.134 第9 章 客服质检员 ·················································································.135 9.1 场景概述 ·····················································································.135 9.1.1 场景描述 ············································································.135 9.1.2 痛点分析 ············································································.135 9.2 需求分析 ·····················································································.136 9.2.1 业务分析 ············································································.136 9.2.2 解决方案梳理 ······································································.136 9.2.3 展现效果 ············································································.136 9.3 Agent 搭建与发布 ··········································································.138 9.3.1 工作流1 搭建 ······································································.138 9.3.2 工作流2 搭建 ······································································.156 9.3.3 Agent 搭建 ··········································································.161 9.3.4 Agent 调试与发布 ·································································.165 第10 章 行业信息汇报助手 ·······································································.167 10.1 场景概述 ···················································································.167 10.1.1 场景描述 ··········································································.167 10.1.2 痛点分析 ··········································································.167 10.2 需求分析 ···················································································.168 10.2.1 业务分析 ··········································································.168 10.2.2 解决方案梳理 ····································································.168 10.2.3 展现效果 ··········································································.169 10.3 Agent 搭建与发布 ········································································.170 10.3.1 工作流搭建 ·······································································.170 10.3.2 Agent 搭建 ········································································.188 10.3.3 Agent 调试与发布 ·······························································.191 10.3.4 飞书App 机器人 ································································.192 10.4 注意事项 ···················································································.193 10.5 扩展:AI 写代码 ·········································································.193 第11 章 作文批改助手 ·············································································.195 11.1 场景概述 ···················································································.195 11.1.1 场景描述 ··········································································.195 11.1.2 痛点分析 ··········································································.196 11.2 需求分析 ···················································································.196 11.2.1 业务分析 ··········································································.196 11.2.2 解决方案梳理 ····································································.197 11.2.3 展现效果 ··········································································.198 11.3 Agent 搭建与发布 ········································································.199 11.3.1 工作流搭建 ·······································································.199 11.3.2 Agent 搭建 ········································································.211 11.3.3 Agent 调试与发布 ·······························································.212 第12 章 多媒体古诗词卡片 ·······································································.214 12.1 场景概述 ···················································································.214 12.2 需求分析 ···················································································.214 12.2.1 场景分析 ··········································································.214 12.2.2 解决方案梳理 ····································································.215 12.3 Agent 搭建与发布 ········································································.216 12.3.1 工作流搭建 ·······································································.216 12.3.2 Agent 搭建与卡片绑定 ·························································.226 12.4 结果展现 ···················································································.231 第13 章 小红书卡片 ················································································.232 13.1 场景概述 ···················································································.232 13.1.1 场景描述 ··········································································.232 13.1.2 痛点分析 ··········································································.232 13.2 需求分析 ···················································································.233 13.2.1 业务分析 ··········································································.233 13.2.2 解决方案梳理 ·····································································.233 13.3 Agent 搭建与发布 ········································································.233 13.3.1 工作流搭建········································································.234 13.3.2 Agent 搭建 ········································································.250 13.3.3 Agent 调试与发布································································.252 第14 章 爆款图文制作 ·············································································.253 14.1 场景概述 ···················································································.253 14.1.1 场景描述 ··········································································.253 14.1.2 痛点分析 ··········································································.254 14.2 需求分析 ···················································································.254 14.2.1 场景分析 ··········································································.254 14.2.2 解决方案梳理 ·····································································.254 14.2.3 输出结果展现 ·····································································.256 14.3 Agent 搭建与发布 ········································································.256 14.3.1 工作流搭建与调试 ·······························································.256 14.3.2 Agent 搭建与调试································································.268 第15 章 短视频创作 ················································································.274 15.1 场景概述 ···················································································.274 15.1.1 场景描述 ··········································································.274 15.1.2 痛点分析 ··········································································.274 15.2 需求分析 ···················································································.275 15.2.1 场景分析 ··········································································.275 15.2.2 解决方案梳理 ·····································································.275 15.3 工作流搭建与发布 ·······································································.278 15.3.1 工作流搭建········································································.278 15.3.2 工作流调试········································································.297 第三篇 展望篇 第16 章 Agent 发展趋势之MCP ································································.300 16.1 扣子空间 ···················································································.301 16.1.1 扣子空间页面介绍 ······························································.301 16.1.2 扣子空间案例一:图文分析总结 ············································.303 16.1.3 扣子空间案例二:小红书博主数据自动分析及展现 ····················.311 16.2 纳米AI ·····················································································.323 16.2.1 纳米AI 介绍 ·····································································.323 16.2.2 纳米AI 案件一:AI 搜索Agent ··············································.324 16.2.3 纳米AI 案例二:深度思考大模型+MCP 热榜可视化 ···················.326 16.2.4 纳米AI 案例三:纳米Agent ·················································.328 16.3 Manus ·······················································································.332 16.3.1 Manus 页面介绍 ·································································.332 16.3.2 案例:小红书对标账号分析与建议 ·········································.333 后记:踏上Agent 构建之旅,开启AI 高手的智慧人生 ·······································.336
你还可能感兴趣
我要评论
|







