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成為AI高手:人人都能上手的智能體實(shí)戰(zhàn)指南 讀者對(duì)象:AI愛(ài)好者與效率需求者;個(gè)人開(kāi)發(fā)者與內(nèi)容創(chuàng)作者;小企業(yè)與自媒體個(gè)體經(jīng)營(yíng)者;教育場(chǎng)景用戶 ![]()
本書(shū)是一本面向零基礎(chǔ)讀者的AI智能體(Agent)入門(mén)與實(shí)戰(zhàn)指南,旨在幫助讀者系統(tǒng)掌握Agent的核心概念、搭建方法及多場(chǎng)景應(yīng)用。全書(shū)分為基礎(chǔ)篇、實(shí)戰(zhàn)篇和展望篇三大部分:基礎(chǔ)篇詳細(xì)介紹了大語(yǔ)言模型(LLM)、提示詞工程、扣子平臺(tái)操作及5W2H需求分析法,奠定理論基礎(chǔ);實(shí)戰(zhàn)篇通過(guò)直播銷(xiāo)售、房產(chǎn)培訓(xùn)、公眾號(hào)回復(fù)、客服質(zhì)檢、作文批改、多媒體創(chuàng)作、小紅書(shū)運(yùn)營(yíng)、短視頻制作等豐富案例,詳細(xì)講解Agent的搭建與發(fā)布流程,突出實(shí)用性與操作性;展望篇聚焦Agent前沿技術(shù)MCP,介紹扣子空間、納米AI、Manus等平臺(tái)的應(yīng)用,拓展技術(shù)視野。本書(shū)語(yǔ)言通俗、圖文并茂、步驟詳盡,致力于打破技術(shù)門(mén)檻,使讀者能快速上手構(gòu)建專屬Agent,提升職場(chǎng)、教育及個(gè)人品牌運(yùn)營(yíng)中的效率與創(chuàng)新能力。
唐艦長(zhǎng)(唐建),曾擔(dān)任世界500強(qiáng)企業(yè)富士康科技集團(tuán) /工程產(chǎn)品經(jīng)理,擔(dān)任伶問(wèn)科技有限公司的CEO12年,工業(yè)自動(dòng)化與信息大數(shù)據(jù)產(chǎn)業(yè)人才基地AI導(dǎo)師、阿里巴巴企業(yè)數(shù)字化轉(zhuǎn)型技術(shù)顧問(wèn)、杰克船長(zhǎng)的AIGC Coze喬智能體專欄作者。
第一篇 基礎(chǔ)篇
第1 章 LLM 概述 ·······················································································.2 1.1 認(rèn)識(shí)LLM ······················································································.2 1.1.1 什么是LLM ··········································································.2 1.1.2 LLM 關(guān)鍵特性與核心能力 ·························································.3 1.1.3 LLM 發(fā)展歷程 ·······································································.3 1.1.4 LLM 的重要性與面臨的挑戰(zhàn) ······················································.4 1.2 LLM 選擇 ······················································································.5 1.2.1 主流LLM ·············································································.5 1.2.2 如何選擇和評(píng)估LLM 產(chǎn)品 ························································.7 1.3 Agent:讓LLM 走向行動(dòng) ··································································.8 1.3.1 Agent 核心特征及差異性 ···························································.8 1.3.2 Agent 基本構(gòu)成要素 ································································.9 1.3.3 Agent 技術(shù)原理與工作流程 ·······················································.11 1.3.4 Agent 與LLM 的關(guān)系 ······························································.12 1.4 主流Agent 平臺(tái) ·············································································.13 1.4.1 大型科技公司Agent 平臺(tái) ·························································.13 1.4.2 開(kāi)源Agent 平臺(tái) ·····································································.14 1.5 Agent 應(yīng)用場(chǎng)景 ··············································································.15 第2 章 提示詞工程 ···················································································.17 2.1 什么是提示詞 ················································································.17 2.2 提示詞萬(wàn)能框架 ·············································································.18 2.2.1 角色:AI 身份定位與視角設(shè)定 ··················································.18 2.2.2 工作流程:AI 任務(wù)拆解與執(zhí)行路徑 ············································.19 2.2.3 規(guī)則:AI 行為邊界與合規(guī)要求 ··················································.21 2.2.4 例子:AI 風(fēng)格參照與質(zhì)量標(biāo)桿 ··················································.23 2.2.5 輸出格式:AI 成果標(biāo)準(zhǔn)化與規(guī)范化呈現(xiàn) ·····································.25 2.3 提升長(zhǎng)提示詞穩(wěn)定性的技巧 ······························································.28 第3 章 扣子平臺(tái) ······················································································.38 3.1 扣子簡(jiǎn)介 ······················································································.38 3.2 扣子的優(yōu)勢(shì) ···················································································.38 3.3 扣子注冊(cè)及工作空間頁(yè)面 ·································································.39 3.3.1 注冊(cè)/登錄扣子 ······································································.39 3.3.2 扣子的用戶類型 ····································································.40 3.3.3 扣子頁(yè)面 ·············································································.41 3.4 扣子平臺(tái)架構(gòu) ················································································.44 3.4.1 扣子工作空間 ·······································································.44 3.4.2 扣子開(kāi)發(fā)項(xiàng)目 ·······································································.44 3.4.3 扣子資源 ·············································································.45 3.4.4 平臺(tái)架構(gòu)總結(jié) ·······································································.46 3.5 扣子基本操作 ················································································.47 3.5.1 操作邏輯 ·············································································.47 3.5.2 在線學(xué)習(xí)資源 ·······································································.47 3.5.3 搭建Agent 頁(yè)面 ····································································.48 3.5.4 扣子應(yīng)用 ·············································································.56 3.5.5 工作流頁(yè)面 ··········································································.65 第4 章 扣子變量及主要節(jié)點(diǎn) ·······································································.74 4.1 變量 ····························································································.74 4.2 扣子工作流主要節(jié)點(diǎn) ·······································································.81 4.2.1 開(kāi)始節(jié)點(diǎn) ·············································································.81 4.2.2 結(jié)束節(jié)點(diǎn) ·············································································.82 4.2.3 大模型節(jié)點(diǎn) ··········································································.82 4.2.4 插件節(jié)點(diǎn) ·············································································.83 4.2.5 工作流節(jié)點(diǎn) ··········································································.85 4.2.6 代碼節(jié)點(diǎn) ·············································································.85 4.2.7 選擇器節(jié)點(diǎn) ··········································································.86 4.2.8 意圖識(shí)別節(jié)點(diǎn) ·······································································.87 4.2.9 循環(huán)節(jié)點(diǎn) ·············································································.87 4.2.10 批處理節(jié)點(diǎn)·········································································.88 4.2.11 數(shù)據(jù)庫(kù)節(jié)點(diǎn) ·········································································.89 4.2.12 知識(shí)庫(kù)檢索節(jié)點(diǎn) ···································································.90 4.2.13 圖像生成節(jié)點(diǎn) ······································································.90 4.2.14 畫(huà)板節(jié)點(diǎn) ············································································.91 4.2.15 問(wèn)答節(jié)點(diǎn) ············································································.92 4.2.16 文本處理節(jié)點(diǎn) ······································································.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 設(shè)計(jì)中的應(yīng)用 ···················································.94 5.3 5W2H 分析客服聊天質(zhì)檢需求 ····························································.96 第二篇 實(shí)戰(zhàn)篇 第6 章 直播銷(xiāo)冠數(shù)字分身 ··········································································.98 6.1 場(chǎng)景概述 ······················································································.98 6.1.1 場(chǎng)景描述 ·············································································.98 6.1.2 痛點(diǎn)分析 ·············································································.98 6.2 需求分析 ······················································································.99 6.2.1 業(yè)務(wù)分析 ·············································································.99 6.2.2 解決方案梳理 ·······································································.99 6.2.3 展現(xiàn)效果 ···········································································.100 6.3 Agent 搭建與發(fā)布 ·········································································.101 6.3.1 Agent 搭建 ·········································································.101 6.3.2 Agent 調(diào)試與發(fā)布 ································································.103 第7 章 房產(chǎn)中介電話培訓(xùn)體系 ···································································.107 7.1 場(chǎng)景概述 ····················································································.107 7.1.1 場(chǎng)景描述 ···········································································.107 7.1.2 痛點(diǎn)分析 ···········································································.107 7.2 需求分析 ····················································································.108 7.2.1 業(yè)務(wù)分析 ···········································································.108 7.2.2 解決方案梳理 ·····································································.108 7.2.3 展現(xiàn)效果 ···········································································.109 7.3 Agent 搭建與發(fā)布 ··········································································.111 7.3.1 Agent 搭建 ··········································································.111 7.3.2 Agent 調(diào)試與發(fā)布 ·································································.120 第8 章 微信公眾號(hào)智能回復(fù) ·····································································.122 8.1 場(chǎng)景概述 ·····················································································.122 8.1.1 場(chǎng)景描述 ············································································.122 8.1.2 痛點(diǎn)分析 ············································································.122 8.2 需求分析 ·····················································································.123 8.2.1 業(yè)務(wù)分析 ············································································.123 8.2.2 解決方案梳理 ······································································.123 8.2.3 展現(xiàn)效果 ············································································.124 8.3 Agent 搭建與發(fā)布 ··········································································.125 8.3.1 Agent 搭建 ··········································································.125 8.3.2 Agent 調(diào)試與發(fā)布 ·································································.133 8.4 開(kāi)發(fā)避坑 ·····················································································.134 第9 章 客服質(zhì)檢員 ·················································································.135 9.1 場(chǎng)景概述 ·····················································································.135 9.1.1 場(chǎng)景描述 ············································································.135 9.1.2 痛點(diǎn)分析 ············································································.135 9.2 需求分析 ·····················································································.136 9.2.1 業(yè)務(wù)分析 ············································································.136 9.2.2 解決方案梳理 ······································································.136 9.2.3 展現(xiàn)效果 ············································································.136 9.3 Agent 搭建與發(fā)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 調(diào)試與發(fā)布 ·································································.165 第10 章 行業(yè)信息匯報(bào)助手 ·······································································.167 10.1 場(chǎng)景概述 ···················································································.167 10.1.1 場(chǎng)景描述 ··········································································.167 10.1.2 痛點(diǎn)分析 ··········································································.167 10.2 需求分析 ···················································································.168 10.2.1 業(yè)務(wù)分析 ··········································································.168 10.2.2 解決方案梳理 ····································································.168 10.2.3 展現(xiàn)效果 ··········································································.169 10.3 Agent 搭建與發(fā)布 ········································································.170 10.3.1 工作流搭建 ·······································································.170 10.3.2 Agent 搭建 ········································································.188 10.3.3 Agent 調(diào)試與發(fā)布 ·······························································.191 10.3.4 飛書(shū)App 機(jī)器人 ································································.192 10.4 注意事項(xiàng) ···················································································.193 10.5 擴(kuò)展:AI 寫(xiě)代碼 ·········································································.193 第11 章 作文批改助手 ·············································································.195 11.1 場(chǎng)景概述 ···················································································.195 11.1.1 場(chǎng)景描述 ··········································································.195 11.1.2 痛點(diǎn)分析 ··········································································.196 11.2 需求分析 ···················································································.196 11.2.1 業(yè)務(wù)分析 ··········································································.196 11.2.2 解決方案梳理 ····································································.197 11.2.3 展現(xiàn)效果 ··········································································.198 11.3 Agent 搭建與發(fā)布 ········································································.199 11.3.1 工作流搭建 ·······································································.199 11.3.2 Agent 搭建 ········································································.211 11.3.3 Agent 調(diào)試與發(fā)布 ·······························································.212 第12 章 多媒體古詩(shī)詞卡片 ·······································································.214 12.1 場(chǎng)景概述 ···················································································.214 12.2 需求分析 ···················································································.214 12.2.1 場(chǎng)景分析 ··········································································.214 12.2.2 解決方案梳理 ····································································.215 12.3 Agent 搭建與發(fā)布 ········································································.216 12.3.1 工作流搭建 ·······································································.216 12.3.2 Agent 搭建與卡片綁定 ·························································.226 12.4 結(jié)果展現(xiàn) ···················································································.231 第13 章 小紅書(shū)卡片 ················································································.232 13.1 場(chǎng)景概述 ···················································································.232 13.1.1 場(chǎng)景描述 ··········································································.232 13.1.2 痛點(diǎn)分析 ··········································································.232 13.2 需求分析 ···················································································.233 13.2.1 業(yè)務(wù)分析 ··········································································.233 13.2.2 解決方案梳理 ·····································································.233 13.3 Agent 搭建與發(fā)布 ········································································.233 13.3.1 工作流搭建········································································.234 13.3.2 Agent 搭建 ········································································.250 13.3.3 Agent 調(diào)試與發(fā)布································································.252 第14 章 爆款圖文制作 ·············································································.253 14.1 場(chǎng)景概述 ···················································································.253 14.1.1 場(chǎng)景描述 ··········································································.253 14.1.2 痛點(diǎn)分析 ··········································································.254 14.2 需求分析 ···················································································.254 14.2.1 場(chǎng)景分析 ··········································································.254 14.2.2 解決方案梳理 ·····································································.254 14.2.3 輸出結(jié)果展現(xiàn) ·····································································.256 14.3 Agent 搭建與發(fā)布 ········································································.256 14.3.1 工作流搭建與調(diào)試 ·······························································.256 14.3.2 Agent 搭建與調(diào)試································································.268 第15 章 短視頻創(chuàng)作 ················································································.274 15.1 場(chǎng)景概述 ···················································································.274 15.1.1 場(chǎng)景描述 ··········································································.274 15.1.2 痛點(diǎn)分析 ··········································································.274 15.2 需求分析 ···················································································.275 15.2.1 場(chǎng)景分析 ··········································································.275 15.2.2 解決方案梳理 ·····································································.275 15.3 工作流搭建與發(fā)布 ·······································································.278 15.3.1 工作流搭建········································································.278 15.3.2 工作流調(diào)試········································································.297 第三篇 展望篇 第16 章 Agent 發(fā)展趨勢(shì)之MCP ································································.300 16.1 扣子空間 ···················································································.301 16.1.1 扣子空間頁(yè)面介紹 ······························································.301 16.1.2 扣子空間案例一:圖文分析總結(jié) ············································.303 16.1.3 扣子空間案例二:小紅書(shū)博主數(shù)據(jù)自動(dòng)分析及展現(xiàn) ····················.311 16.2 納米AI ·····················································································.323 16.2.1 納米AI 介紹 ·····································································.323 16.2.2 納米AI 案件一:AI 搜索Agent ··············································.324 16.2.3 納米AI 案例二:深度思考大模型+MCP 熱榜可視化 ···················.326 16.2.4 納米AI 案例三:納米Agent ·················································.328 16.3 Manus ·······················································································.332 16.3.1 Manus 頁(yè)面介紹 ·································································.332 16.3.2 案例:小紅書(shū)對(duì)標(biāo)賬號(hào)分析與建議 ·········································.333 后記:踏上Agent 構(gòu)建之旅,開(kāi)啟AI 高手的智慧人生 ·······································.336
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