[{"data":1,"prerenderedAt":2015},["ShallowReactive",2],{"header-counts":3,"compare-coze-vs-dify":6,"footer-counts":7,"compare-a-coze":10,"compare-b-dify":962},{"tools":4,"reviews":5},77,25,null,{"tools":4,"reviews":5,"playbooks":8,"news":9},22,13,{"id":11,"title":12,"alternatives":13,"api_compatible":17,"body":18,"category":880,"chinese_friendly":881,"cover":882,"description":883,"domestic":884,"extension":885,"faq":6,"free":884,"github":6,"languages":886,"meta":889,"models":890,"navigation":896,"notSuitable":897,"opensource":884,"path":901,"pillar":902,"platforms":903,"priceTable":905,"pricing":926,"published":927,"relatedPlaybooks":6,"relatedReviews":6,"score":928,"self_host":884,"seo":930,"seoTitle":931,"slug":932,"sources":933,"stem":944,"suitable":945,"tagline":951,"tags":952,"updated":959,"verdict":960,"website":47,"__hash__":961},"tools\u002Ftools\u002Fagent\u002Fplatform\u002Fcoze.md","Coze",[14,15,16],"agent\u002Fplatform\u002Fdify","agent\u002Fplatform\u002Ffastgpt","agent\u002Fplatform\u002Fyuanqi",[],{"type":19,"value":20,"toc":861},"minimark",[21,26,71,77,80,85,88,104,113,163,172,176,179,211,219,223,226,246,250,338,348,351,354,374,383,387,424,427,430,575,591,622,625,699,703,706,723,726,756,759,824,827,854],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,33,58],"div",{"className":29},[30,31,32],"card","p-5","my-4",[34,35,36,40,41,57],"p",{},[37,38,39],"strong",{},"一句话："," 字节跳动出品的低代码 Agent 平台，",[37,42,43,44,51,52],{},"国内版 ",[45,46,50],"a",{"href":47,"rel":48},"https:\u002F\u002Fwww.coze.cn",[49],"nofollow","coze.cn","（中文叫\"扣子\"）+ 国际版 ",[45,53,56],{"href":54,"rel":55},"https:\u002F\u002Fwww.coze.com",[49],"coze.com"," 双轨运营。国内版深度集成飞书 \u002F 抖音生态、原生接入豆包；国际版集成 OpenAI \u002F Claude \u002F Gemini。",[34,59,60,61,64,65,70],{},"最大价值是 ",[37,62,63],{},"零代码、最快上手","——文档详细 + 中文社区活跃 + 模板多，根据 ",[45,66,69],{"href":67,"rel":68},"https:\u002F\u002Fwww.cnblogs.com\u002Fuulucias\u002Fp\u002F19449008",[49],"博客园 2026-01 选型指南"," 引用的真实案例，\"某电商公司用 Coze 搭建客服机器人，3 天上线，月成本 \u003C 1000 元\"。",[72,73,74],"blockquote",{},[34,75,76],{},"来源说明：本文基于 coze.cn \u002F coze.com 官方页面、docs.coze.com 文档、第三方选型评测（cnblogs \u002F besthub \u002F aibotgo）综合整理。字节产品迭代很快，价格 \u002F 功能请以最新官方页面为准。",[22,78,79],{"id":79},"核心特性",[81,82,84],"h3",{"id":83},"可视化工作流最大卖点","可视化工作流（最大卖点）",[34,86,87],{},"Coze 把 Agent 拆成两层：",[89,90,91,98],"ul",{},[92,93,94,97],"li",{},[37,95,96],{},"Bot \u002F 智能体","：对话式 AI，配置 prompt + 知识库 + 插件",[92,99,100,103],{},[37,101,102],{},"工作流（Workflow）","：DAG 节点编排，可被 Bot 调用，也可独立部署",[34,105,106,107,112],{},"工作流节点类型（基于 ",[45,108,111],{"href":109,"rel":110},"https:\u002F\u002Fdeveloper.volcengine.com\u002Farticles\u002F7530117616687480851",[49],"火山引擎社区 2025 实战","）：",[89,114,115,121,127,133,139,145,151,157],{},[92,116,117,120],{},[37,118,119],{},"开始 \u002F 结束节点","：输入输出",[92,122,123,126],{},[37,124,125],{},"大模型节点","：调豆包 \u002F GPT \u002F Claude 任一模型",[92,128,129,132],{},[37,130,131],{},"代码节点","：内嵌 Python \u002F JavaScript（飞书插件常需要数据格式转换）",[92,134,135,138],{},[37,136,137],{},"循环节点","：批量处理多条数据",[92,140,141,144],{},[37,142,143],{},"条件节点","：分支判断",[92,146,147,150],{},[37,148,149],{},"插件节点","：调 Coze 插件市场的工具",[92,152,153,156],{},[37,154,155],{},"知识库节点","：RAG 检索",[92,158,159,162],{},[37,160,161],{},"HTTP 节点","：调外部 API",[34,164,165,166,171],{},"典型用例（参考 ",[45,167,170],{"href":168,"rel":169},"https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7469986334686315017",[49],"今日头条 涛哥讲AI 2025-02 教程","）：读飞书多维表格 → 批量调大模型转写为小红书风格 → 写回飞书。整个流程零代码完成。",[81,173,175],{"id":174},"插件市场200-官方-海量第三方","插件市场（200+ 官方 + 海量第三方）",[34,177,178],{},"Coze 的\"插件\"是封装好的 API 工具，比如：",[89,180,181,187,193,199,205],{},[92,182,183,186],{},[37,184,185],{},"飞书多维表格","：增删改查记录（国内 toB 场景的杀手锏）",[92,188,189,192],{},[37,190,191],{},"图像生成","：调豆包 \u002F SD \u002F DALL-E",[92,194,195,198],{},[37,196,197],{},"联网搜索","：实时网页检索",[92,200,201,204],{},[37,202,203],{},"代码执行","：在线运行 Python",[92,206,207,210],{},[37,208,209],{},"第三方 SaaS","：微博、抖音、bilibili、Notion……",[34,212,213,218],{},[45,214,217],{"href":215,"rel":216},"https:\u002F\u002Fkouziai.github.io\u002F",[49],"扣子空间介绍"," 提到：\"插件数量突破 500 个\"——可信度待官方确认，但量级在百级别是确定的。",[81,220,222],{"id":221},"bot-商店-多平台一键发布","Bot 商店 + 多平台一键发布",[34,224,225],{},"发布渠道：",[89,227,228,231,234,237,240,243],{},[92,229,230],{},"飞书机器人（一键绑）",[92,232,233],{},"抖音 \u002F 头条号",[92,235,236],{},"微信小程序 \u002F 公众号（部分需企业认证）",[92,238,239],{},"自定义网页嵌入",[92,241,242],{},"API 接口（提供 OpenAPI 风格 REST 调用）",[92,244,245],{},"Discord（国际版）",[81,247,249],{"id":248},"国内版-vs-国际版","国内版 vs 国际版",[251,252,253,269],"table",{},[254,255,256],"thead",{},[257,258,259,263,266],"tr",{},[260,261,262],"th",{},"维度",[260,264,265],{},"扣子（coze.cn）",[260,267,268],{},"Coze（coze.com）",[270,271,272,284,295,305,316,327],"tbody",{},[257,273,274,278,281],{},[275,276,277],"td",{},"主力模型",[275,279,280],{},"豆包 Pro \u002F DeepSeek \u002F Qwen \u002F Kimi",[275,282,283],{},"OpenAI \u002F Claude \u002F Gemini \u002F Cohere",[257,285,286,289,292],{},[275,287,288],{},"飞书 \u002F 抖音 \u002F 微信集成",[275,290,291],{},"✅ 原生",[275,293,294],{},"❌",[257,296,297,300,303],{},[275,298,299],{},"Discord \u002F Slack 集成",[275,301,302],{},"⚠️ 有限",[275,304,291],{},[257,306,307,310,313],{},[275,308,309],{},"数据存储位置",[275,311,312],{},"国内",[275,314,315],{},"海外",[257,317,318,321,324],{},[275,319,320],{},"支付",[275,322,323],{},"微信 \u002F 支付宝",[275,325,326],{},"海外信用卡",[257,328,329,332,335],{},[275,330,331],{},"内容合规",[275,333,334],{},"严格审核",[275,336,337],{},"宽松",[34,339,340,343,344,347],{},[37,341,342],{},"实践建议","：国内 toC \u002F toB 用扣子，海外项目 \u002F 接 GPT 用 coze.com。两边账号 \u002F 工作流 ",[37,345,346],{},"不互通","。",[22,349,350],{"id":350},"价格与运行成本",[34,352,353],{},"国内版（扣子）：",[89,355,356,362,368],{},[92,357,358,361],{},[37,359,360],{},"免费版","：免费模型有日额度（豆包 lite 等），适合个人玩 \u002F Demo",[92,363,364,367],{},[37,365,366],{},"专业版","：按调用计费，模型 + 高并发，单 token 价比直连 API 略贵但省事",[92,369,370,373],{},[37,371,372],{},"企业版","：议价，含 VPC、私有化（限定场景）、SLA",[34,375,376,377,382],{},"国际版（coze.com）的定价模式据 ",[45,378,381],{"href":379,"rel":380},"https:\u002F\u002Fdocs.coze.com\u002F",[49],"官方文档"," 描述：\"按你访问和使用的功能分别计费，每个功能有自己的计费模型\"——目前没有简单的\"$X\u002F月\"档位，类似按 token \u002F 工具调用的 metered billing。",[22,384,386],{"id":385},"上手-10-分钟","上手 10 分钟",[388,389,390,403,406,409,412,415,418,421],"ol",{},[92,391,392,393,397,398,402],{},"打开 ",[45,394,396],{"href":47,"rel":395},[49],"www.coze.cn","（国内）或 ",[45,399,401],{"href":54,"rel":400},[49],"www.coze.com","（国际），用飞书 \u002F 抖音账号 \u002F Google 账号登录",[92,404,405],{},"左侧\"工作空间\" → \"+创建 Bot\"，起个名字",[92,407,408],{},"选模型（国内推荐豆包 Pro，国际推 Claude Sonnet 4）",[92,410,411],{},"写 Bot 角色 prompt",[92,413,414],{},"可选：上传 PDF \u002F 文档建知识库",[92,416,417],{},"测试一下对话效果",[92,419,420],{},"右上\"发布\" → 选渠道（飞书 \u002F 抖音 \u002F API \u002F Web）",[92,422,423],{},"拿到调用 URL \u002F 飞书机器人 webhook",[34,425,426],{},"进阶：在\"资源库\"创建工作流，拖节点 → 调试 → 在 Bot 里\"添加工作流\"引用。",[22,428,429],{"id":429},"与同类怎么选",[251,431,432,458],{},[254,433,434],{},[257,435,436,438,440,446,452],{},[260,437,262],{},[260,439,12],{},[260,441,442],{},[45,443,445],{"href":444},"\u002Fagent\u002Fplatform\u002Fdify.html","Dify",[260,447,448],{},[45,449,451],{"href":450},"\u002Fagent\u002Fplatform\u002Ffastgpt.html","FastGPT",[260,453,454],{},[45,455,457],{"href":456},"\u002Fagent\u002Fplatform\u002Fyuanqi.html","元器 yuanqi",[270,459,460,474,489,505,521,534,548,562],{},[257,461,462,465,467,470,472],{},[275,463,464],{},"开源",[275,466,294],{},[275,468,469],{},"✅",[275,471,469],{},[275,473,294],{},[257,475,476,479,482,484,486],{},[275,477,478],{},"私有部署",[275,480,481],{},"⚠️ 仅企业版",[275,483,469],{},[275,485,469],{},[275,487,488],{},"⚠️",[257,490,491,494,497,500,502],{},[275,492,493],{},"上手难度",[275,495,496],{},"★ 最简单",[275,498,499],{},"★★★",[275,501,499],{},[275,503,504],{},"★★",[257,506,507,510,513,516,519],{},[275,508,509],{},"工作流编排",[275,511,512],{},"★★★★☆",[275,514,515],{},"★★★★★",[275,517,518],{},"★★★☆☆",[275,520,518],{},[257,522,523,526,528,530,532],{},[275,524,525],{},"RAG 精度",[275,527,518],{},[275,529,512],{},[275,531,515],{},[275,533,518],{},[257,535,536,539,541,543,545],{},[275,537,538],{},"字节生态",[275,540,515],{},[275,542,294],{},[275,544,294],{},[275,546,547],{},"❌（腾讯系）",[257,549,550,553,556,558,560],{},[275,551,552],{},"插件市场",[275,554,555],{},"★★★★★ 200+",[275,557,518],{},[275,559,518],{},[275,561,518],{},[257,563,564,567,569,571,573],{},[275,565,566],{},"中文社区",[275,568,515],{},[275,570,512],{},[275,572,512],{},[275,574,512],{},[34,576,577,580,581,586,587,112],{},[37,578,579],{},"怎么选","（综合 ",[45,582,585],{"href":583,"rel":584},"https:\u002F\u002Fwww.besthub.dev\u002Farticles\u002Fcoze-vs-dify-vs-fastgpt-which-ai-agent-platform-fits-your-needs-fa59cf97b798",[49],"BestHub 2025-07"," 和 ",[45,588,590],{"href":67,"rel":589},[49],"博客园 2026-01",[89,592,593,599,607,614],{},[92,594,595,598],{},[37,596,597],{},"快速验证 \u002F 不懂代码 \u002F 1-2 天出原型"," → Coze",[92,600,601,604,605],{},[37,602,603],{},"数据安全要求高 \u002F 复杂业务流程 \u002F 有技术团队"," → ",[45,606,445],{"href":444},[92,608,609,604,612],{},[37,610,611],{},"核心场景就是企业知识库 QA",[45,613,451],{"href":450},[92,615,616,604,619],{},[37,617,618],{},"QQ \u002F 微信生态 + 腾讯系",[45,620,621],{"href":456},"元器",[22,623,624],{"id":624},"避坑清单",[89,626,627,637,643,659,669,675,687,693],{},[92,628,629,632,633,636],{},[37,630,631],{},"国内版 vs 国际版的\"双账号陷阱\"","：扣子（coze.cn）和 Coze（coze.com）是",[37,634,635],{},"两套独立系统","，账号、Bot、工作流不互通；想\"国内调通后搬到海外\"需要重新搭",[92,638,639,642],{},[37,640,641],{},"专业版按调用计费容易超预算","：上线前一定在测试环境跑量估算月成本，否则爆款 Bot 一夜烧爆账户",[92,644,645,648,649,653,654,658],{},[37,646,647],{},"飞书多维表格插件数据格式坑","：写入多维表格需要 ",[650,651,652],"code",{},"Array\u003CObject>"," 格式，代码节点要做转换（参考 ",[45,655,657],{"href":109,"rel":656},[49],"火山引擎 2025 教程","）",[92,660,661,664,665,668],{},[37,662,663],{},"工作流读取飞书表格默认 20 条","：要改 ",[650,666,667],{},"page_size","，最大 500 条；超过 500 要分页或循环",[92,670,671,674],{},[37,672,673],{},"运行超时","：单工作流执行有时间上限，记录条数 > 50 时建议在 Bot 里\"异步\"调用，不要直接走工作流",[92,676,677,680,681,683,684,686],{},[37,678,679],{},"企业版\"私有化\"是有限的","：完全数据不出网仍建议 ",[45,682,445],{"href":444}," \u002F ",[45,685,451],{"href":450}," 自托管",[92,688,689,692],{},[37,690,691],{},"国际版接 Claude \u002F GPT 需要 BYOK","：自己绑海外信用卡，平台不代付",[92,694,695,698],{},[37,696,697],{},"审核合规","：国内版对 prompt \u002F 输出有内容审核，金融 \u002F 医疗 \u002F 政治话题可能被拦",[22,700,702],{"id":701},"适合-不适合","适合 \u002F 不适合",[34,704,705],{},"✅ 适合：",[89,707,708,711,714,717,720],{},[92,709,710],{},"产品 \u002F 运营 \u002F 非技术人员快速做 Bot",[92,712,713],{},"在飞书 \u002F 抖音 \u002F 头条生态内做集成",[92,715,716],{},"个人副业（小红书账号批量内容生成等）",[92,718,719],{},"中小企业客服 Bot（3 天上线）",[92,721,722],{},"想用豆包 \u002F DeepSeek 国产模型的人",[34,724,725],{},"❌ 不适合：",[89,727,728,731,734,739,746],{},[92,729,730],{},"金融 \u002F 政府 \u002F 医疗（数据敏感，需自托管）",[92,732,733],{},"复杂业务系统深度集成（自由度不够）",[92,735,736,737,658],{},"反感字节生态（去 ",[45,738,445],{"href":444},[92,740,741,742,683,744,658],{},"希望开源 \u002F 完全自主可控（去 ",[45,743,445],{"href":444},[45,745,451],{"href":450},[92,747,748,749,683,751,755],{},"海外 toB SaaS 产品后端（",[45,750,445],{"href":444},[45,752,754],{"href":753},"\u002Fagent\u002Fplatform\u002Flangflow.html","Langflow"," 更合适）",[22,757,758],{"id":758},"相关阅读",[89,760,761,776,794,813],{},[92,762,763,764,683,766,683,768,683,770,683,772],{},"同类对比：",[45,765,445],{"href":444},[45,767,451],{"href":450},[45,769,621],{"href":456},[45,771,754],{"href":753},[45,773,775],{"href":774},"\u002Fagent\u002Fplatform\u002Fn8n.html","n8n",[92,777,778,779,683,783,683,787,683,791],{},"概念：",[45,780,782],{"href":781},"\u002Fwiki\u002Fai-agent.html","AI Agent",[45,784,786],{"href":785},"\u002Fwiki\u002Frag.html","RAG",[45,788,790],{"href":789},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[45,792,793],{"href":781},"Multi-Agent",[92,795,796,797,683,801,683,805,683,809],{},"模型：",[45,798,800],{"href":799},"\u002Fmodels\u002Fdoubao-1-5-pro.html","豆包 Doubao",[45,802,804],{"href":803},"\u002Fmodels\u002Fdeepseek-v3.html","DeepSeek-V3",[45,806,808],{"href":807},"\u002Fmodels\u002Fqwen-3.html","Qwen3",[45,810,812],{"href":811},"\u002Fmodels\u002Fglm-5.2.html","GLM-5.2",[92,814,815,816,683,820],{},"进阶：",[45,817,819],{"href":818},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[45,821,823],{"href":822},"\u002Fwiki\u002Fcontext-engineering.html","Context Engineering",[22,825,826],{"id":826},"来源",[89,828,829,835,841,848,851],{},[92,830,831,832],{},"国内版：",[45,833,47],{"href":47,"rel":834},[49],[92,836,837,838],{},"国际版：",[45,839,54],{"href":54,"rel":840},[49],[92,842,843,844],{},"官方文档：",[45,845,846],{"href":846,"rel":847},"https:\u002F\u002Fdocs.coze.com",[49],[92,849,850],{},"第三方选型评测：cnblogs.com \u002F besthub.dev \u002F aibotgo.net",[92,852,853],{},"实战教程：火山引擎社区、今日头条 涛哥讲AI",[34,855,856,857,860],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 功能 \u002F 渠道与最新官方信息不一致，请通过 ",[45,858,859],{"href":859},"\u002Fsubmit"," 反馈。",{"title":862,"searchDepth":863,"depth":863,"links":864},"",3,[865,867,873,874,875,876,877,878,879],{"id":24,"depth":866,"text":25},2,{"id":79,"depth":866,"text":79,"children":868},[869,870,871,872],{"id":83,"depth":863,"text":84},{"id":174,"depth":863,"text":175},{"id":221,"depth":863,"text":222},{"id":248,"depth":863,"text":249},{"id":350,"depth":866,"text":350},{"id":385,"depth":866,"text":386},{"id":429,"depth":866,"text":429},{"id":624,"depth":866,"text":624},{"id":701,"depth":866,"text":702},{"id":758,"depth":866,"text":758},{"id":826,"depth":866,"text":826},"platform",5,"\u002Fimg\u002Ftools\u002Fcoze.webp","Coze 扣子 2026 真实评测：字节低代码 AI Agent 平台，支持可视化工作流、插件市场、知识库和 Bot 发布。本文对比 Dify、FastGPT、n8n，梳理国内版\u002F国际版差异、价格、适合场景和避坑建议。",false,"md",[887,888],"zh","en",{},[891,892,893,894,895],"doubao-pro","deepseek-v3","qwen-max","gpt-4o (国际版)","claude (国际版)",true,[898,899,900],"需要私有部署、数据不出网（去 Dify \u002F FastGPT）","需要深度定制（去 LangGraph \u002F n8n）","对字节生态依赖反感","\u002Ftools\u002Fagent\u002Fplatform\u002Fcoze","agent",[904],"web",[906,912,917,921],{"plan":907,"price":908,"limit":909,"cn_pay":910,"note":911},"免费版（扣子）","¥0","免费模型限额 + 基础功能","—","个人试水 \u002F 1-2 天 MVP",{"plan":366,"price":913,"limit":914,"cn_pay":915,"note":916},"按调用计费","高级模型 + 高并发 + 商用授权","✅ 微信\u002F支付宝","上量后切",{"plan":372,"price":918,"limit":919,"cn_pay":469,"note":920},"议价","VPC、合规、SLA、私有化（部分）","B 端落地",{"plan":922,"price":923,"cn_pay":924,"note":925,"limit":910},"国际版 (coze.com)","免费起步 + 用量计费","需海外卡","可接 GPT\u002FClaude\u002FGemini","免费档 \u002F 专业版按调用计费 \u002F 企业版议价","2026-06-18",{"power":929,"ux":881,"price":929,"cn_support":881,"stability":929},4,{"title":12,"description":883},"Coze 扣子评测 2026：字节 AI Agent 平台，对比 Dify","agent\u002Fplatform\u002Fcoze",[934,936,938,940,942],{"title":935,"url":47},"Coze 国内版（扣子）",{"title":937,"url":54},"Coze 国际版",{"title":939,"url":846},"Coze 官方文档",{"title":941,"url":67},"Coze vs Dify vs FastGPT 选型 2026",{"title":943,"url":583},"BestHub 三平台对比","tools\u002Fagent\u002Fplatform\u002Fcoze",[946,947,948,949,950],"想 1 小时做出一个 Bot 的产品 \u002F 运营","需要发布到飞书 \u002F 微信 \u002F 抖音的 Bot","工作流可视化编排（不想写代码）","需要批量调用国内大模型 + 飞书多维表格的工作流","C 端 \u002F 轻量 toB 场景","字节出品的 Agent 搭建平台，国内 \u002F 国际双版本",[953,954,955,956,957,958],"agent-platform","low-code","workflow","bot-marketplace","bytedance","no-code","2026-06-24","想最快做出一个能用的 Bot，从 Coze 起步。要私有部署或开源协作，去 Dify \u002F FastGPT。","_ax6ctOSBd7giI3x-ID55Xvgk3Q0NZV5mixd0fcWkJg",{"id":963,"title":445,"alternatives":964,"api_compatible":6,"body":967,"category":880,"chinese_friendly":929,"cover":1962,"description":1963,"domestic":884,"extension":885,"faq":6,"free":884,"github":1251,"languages":1964,"meta":1966,"models":6,"navigation":896,"notSuitable":6,"opensource":896,"path":1967,"pillar":902,"platforms":1968,"priceTable":1972,"pricing":1989,"published":927,"relatedPlaybooks":6,"relatedReviews":6,"score":1990,"self_host":896,"seo":1991,"seoTitle":1992,"slug":14,"sources":1993,"stem":2005,"suitable":6,"tagline":2006,"tags":2007,"updated":959,"verdict":2013,"website":1907,"__hash__":2014},"tools\u002Ftools\u002Fagent\u002Fplatform\u002Fdify.md",[932,15,965,966],"agent\u002Fplatform\u002Fn8n","agent\u002Fplatform\u002Flangflow",{"type":19,"value":968,"toc":1940},[969,971,989,994,996,1000,1003,1072,1075,1079,1082,1096,1112,1116,1119,1130,1134,1142,1153,1157,1160,1162,1166,1175,1236,1243,1247,1255,1319,1322,1342,1346,1349,1409,1415,1417,1510,1513,1542,1544,1672,1684,1719,1721,1794,1796,1798,1818,1820,1849,1851,1898,1900,1931,1936],[22,970,25],{"id":24},[27,972,974,979],{"className":973},[30,31,32],[34,975,976,978],{},[37,977,39],{}," Dify 是开源 LLMOps 平台的事实标准。GitHub 13 万 star、累计 100 万+ 生产 app（据 chatforest.com 2026 评测引用 Dify 官方数据），把\"可视化工作流编排 + RAG 知识库 + Agent + MCP 协议\"打包成一个 Docker Compose 能跑起来的东西。",[34,980,60,981,984,985,988],{},[37,982,983],{},"完全开源 + 模型不挑食","——同一个工作流里同时调 OpenAI、Anthropic、Ollama 本地、DeepSeek、Qwen 都行。代价是部署比 ",[45,986,12],{"href":987},"\u002Fagent\u002Fplatform\u002Fcoze.html"," 折腾，新手得读 1-2 小时文档。",[72,990,991],{},[34,992,993],{},"来源说明：本文基于 docs.dify.ai 官方文档、langgenius\u002Fdify GitHub 仓库、第三方评测（besthub.dev \u002F chatforest.com \u002F joshuaopolko.com \u002F zhihu 知名专栏）综合归纳。版本号会变，部署要求请以官方最新文档为准。",[22,995,79],{"id":79},[81,997,999],{"id":998},"可视化工作流chatflow-workflow","可视化工作流（Chatflow + Workflow）",[34,1001,1002],{},"Dify 把 LLM 应用拆成两种\"应用类型\"：",[251,1004,1005,1018],{},[254,1006,1007],{},[257,1008,1009,1012,1015],{},[260,1010,1011],{},"类型",[260,1013,1014],{},"适合场景",[260,1016,1017],{},"编排范式",[270,1019,1020,1033,1046,1059],{},[257,1021,1022,1027,1030],{},[275,1023,1024],{},[37,1025,1026],{},"Chatbot",[275,1028,1029],{},"简单对话机器人",[275,1031,1032],{},"prompt + tools",[257,1034,1035,1040,1043],{},[275,1036,1037],{},[37,1038,1039],{},"Agent",[275,1041,1042],{},"自主多步任务",[275,1044,1045],{},"ReAct \u002F Function Calling",[257,1047,1048,1053,1056],{},[275,1049,1050],{},[37,1051,1052],{},"Chatflow",[275,1054,1055],{},"对话型工作流（多轮 + 分支）",[275,1057,1058],{},"节点 DAG，带聊天上下文",[257,1060,1061,1066,1069],{},[275,1062,1063],{},[37,1064,1065],{},"Workflow",[275,1067,1068],{},"单次输入→输出（API 模式）",[275,1070,1071],{},"节点 DAG，无对话状态",[34,1073,1074],{},"节点类型覆盖：LLM、知识检索、HTTP 请求、代码执行（Python \u002F JS）、条件分支、迭代、变量聚合、参数提取、问题分类——满足\"用拖拽实现可观测的 LLM pipeline\"。",[81,1076,1078],{"id":1077},"rag-知识库","RAG 知识库",[34,1080,1081],{},"内置完整 RAG 链路：",[388,1083,1084,1087,1090,1093],{},[92,1085,1086],{},"上传文档（PDF \u002F Word \u002F Markdown \u002F 网页）",[92,1088,1089],{},"自动分块 + embedding（可配置分段策略和 embedding 模型）",[92,1091,1092],{},"混合检索（向量 + 全文 + 重排）",[92,1094,1095],{},"引用溯源（回答末尾自动附原文片段）",[34,1097,1098,1099,1104,1105,1108,1109,1111],{},"注意：根据 ",[45,1100,1103],{"href":1101,"rel":1102},"https:\u002F\u002Fzhuanlan.zhihu.com\u002Fp\u002F1887141987838309480",[49],"知乎 LLM 实战笔记 2025-03 对比"," 的实测，Dify ",[37,1106,1107],{},"社区版默认是基础语义检索","，企业版才解锁多路召回 + 重排。RAG 极致精度场景仍推荐 ",[45,1110,451],{"href":450},"（实测准确率高 10+ 个百分点），Dify 胜在工作流而非纯 RAG。",[81,1113,1115],{"id":1114},"模型生态40-提供商","模型生态：40+ 提供商",[34,1117,1118],{},"Dify 通过插件市场接入主流模型——OpenAI、Anthropic、Google Gemini、Azure、AWS Bedrock、Cohere、xAI、DeepSeek、Qwen、智谱、文心、豆包、月之暗面、Ollama、LM Studio、Replicate、Together AI、OpenRouter……几乎你能数出来的 LLM 提供商都在。",[34,1120,1121,1122,1124,1125,1129],{},"国产模型原生支持（不像 ",[45,1123,451],{"href":450}," 需要 ",[45,1126,1128],{"href":1127},"\u002Fcoding\u002Fapi\u002Fone-api.html","OneAPI"," 中转），是 Dify 在国内 toB 场景流行的关键。",[81,1131,1133],{"id":1132},"mcp-协议支持","MCP 协议支持",[34,1135,1136,1137,1141],{},"Dify 较早接入了 ",[45,1138,1140],{"href":1139},"\u002Fwiki\u002Fmcp.html","MCP（Model Context Protocol）","，工作流可以直接调 MCP Server 暴露的 tools。意味着你可以让 Dify 工作流：",[89,1143,1144,1147,1150],{},[92,1145,1146],{},"通过 MCP 调本地 PostgreSQL \u002F SQLite",[92,1148,1149],{},"通过 MCP 调 GitHub \u002F Slack \u002F Linear",[92,1151,1152],{},"通过 MCP 调自家内部系统（写一个 MCP Server 即可）",[81,1154,1156],{"id":1155},"api-first","API-first",[34,1158,1159],{},"每个 app 自动暴露 REST API，参数和返回结构自动生成 OpenAPI Schema。集成到自家产品里不需要写包装代码，给前端 \u002F 微信小程序 \u002F 飞书机器人调用都方便。",[22,1161,350],{"id":350},[81,1163,1165],{"id":1164},"云版difyai","云版（dify.ai）",[34,1167,1168,1169,1174],{},"根据 ",[45,1170,1173],{"href":1171,"rel":1172},"https:\u002F\u002Fwww.tooljunction.io\u002Fai-tools\u002Fdify-ai",[49],"tooljunction.io 2026 评测"," 引用的官方定价：",[251,1176,1177,1190],{},[254,1178,1179],{},[257,1180,1181,1184,1187],{},[260,1182,1183],{},"套餐",[260,1185,1186],{},"价格",[260,1188,1189],{},"主要限制",[270,1191,1192,1203,1214,1225],{},[257,1193,1194,1197,1200],{},[275,1195,1196],{},"Sandbox",[275,1198,1199],{},"免费",[275,1201,1202],{},"200 次模型调用，1 app，5MB 知识库",[257,1204,1205,1208,1211],{},[275,1206,1207],{},"Professional",[275,1209,1210],{},"$59\u002F月起",[275,1212,1213],{},"5000 调用\u002F月，多 app，50MB 知识库",[257,1215,1216,1219,1222],{},[275,1217,1218],{},"Team",[275,1220,1221],{},"$159\u002F月起",[275,1223,1224],{},"团队协作、SSO",[257,1226,1227,1230,1233],{},[275,1228,1229],{},"Enterprise",[275,1231,1232],{},"联系销售",[275,1234,1235],{},"定制 SLA、私有云",[34,1237,1238,1239,1242],{},"注意：云版价格只是 Dify 平台费，",[37,1240,1241],{},"模型 API 费用另算","（自带 OpenAI \u002F Anthropic key）。",[81,1244,1246],{"id":1245},"自托管推荐","自托管（推荐）",[34,1248,1249,1254],{},[45,1250,1253],{"href":1251,"rel":1252},"https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify",[49],"官方 GitHub 仓库"," 提供 Docker Compose 部署，社区版完全免费可商用：",[1256,1257,1261],"pre",{"className":1258,"code":1259,"language":1260,"meta":862,"style":862},"language-bash shiki shiki-themes github-light github-dark","git clone https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify.git\ncd dify\u002Fdocker\ncp .env.example .env\ndocker compose up -d\n# 默认 http:\u002F\u002Flocalhost \u002F 端口可在 .env 调整\n","bash",[650,1262,1263,1279,1288,1299,1313],{"__ignoreMap":862},[1264,1265,1268,1272,1276],"span",{"class":1266,"line":1267},"line",1,[1264,1269,1271],{"class":1270},"sScJk","git",[1264,1273,1275],{"class":1274},"sZZnC"," clone",[1264,1277,1278],{"class":1274}," https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify.git\n",[1264,1280,1281,1285],{"class":1266,"line":866},[1264,1282,1284],{"class":1283},"sj4cs","cd",[1264,1286,1287],{"class":1274}," dify\u002Fdocker\n",[1264,1289,1290,1293,1296],{"class":1266,"line":863},[1264,1291,1292],{"class":1270},"cp",[1264,1294,1295],{"class":1274}," .env.example",[1264,1297,1298],{"class":1274}," .env\n",[1264,1300,1301,1304,1307,1310],{"class":1266,"line":929},[1264,1302,1303],{"class":1270},"docker",[1264,1305,1306],{"class":1274}," compose",[1264,1308,1309],{"class":1274}," up",[1264,1311,1312],{"class":1283}," -d\n",[1264,1314,1315],{"class":1266,"line":881},[1264,1316,1318],{"class":1317},"sJ8bj","# 默认 http:\u002F\u002Flocalhost \u002F 端口可在 .env 调整\n",[34,1320,1321],{},"硬件门槛（社区共识，非官方硬性要求）：",[89,1323,1324,1330,1336],{},[92,1325,1326,1329],{},[37,1327,1328],{},"最低","：2 核 4G，纯外接 API 模式",[92,1331,1332,1335],{},[37,1333,1334],{},"推荐","：4 核 8G + 至少 30GB 磁盘（向量数据 + 文件存储）",[92,1337,1338,1341],{},[37,1339,1340],{},"企业","：8 核 16G+，单机日活上千",[81,1343,1345],{"id":1344},"真实-tco","真实 TCO",[34,1347,1348],{},"按一家中小团队 3 年场景估算（基于上面引用的多份评测交叉对比）：",[251,1350,1351,1364],{},[254,1352,1353],{},[257,1354,1355,1358,1361],{},[260,1356,1357],{},"成本项",[260,1359,1360],{},"云版 Professional",[260,1362,1363],{},"自托管",[270,1365,1366,1377,1387,1398],{},[257,1367,1368,1371,1374],{},[275,1369,1370],{},"平台费",[275,1372,1373],{},"~$2,100（3 年）",[275,1375,1376],{},"$0",[257,1378,1379,1382,1384],{},[275,1380,1381],{},"服务器",[275,1383,1376],{},[275,1385,1386],{},"~$50\u002F月 × 36 = $1,800",[257,1388,1389,1392,1395],{},[275,1390,1391],{},"模型 API",[275,1393,1394],{},"与下同",[275,1396,1397],{},"与上同",[257,1399,1400,1403,1406],{},[275,1401,1402],{},"运维人力",[275,1404,1405],{},"0",[275,1407,1408],{},"约 0.2 人月",[34,1410,1411,1414],{},[37,1412,1413],{},"结论","：日活 \u003C 100 用云版省心；> 500 或数据敏感场景自托管 ROI 更好。",[22,1416,386],{"id":385},[1256,1418,1420],{"className":1258,"code":1419,"language":1260,"meta":862,"style":862},"# 1. 自托管（社区版）\ngit clone https:\u002F\u002Fgithub.com\u002Flanggenius\u002Fdify.git\ncd dify\u002Fdocker\ncp .env.example .env\ndocker compose up -d\n\n# 2. 浏览器打开 http:\u002F\u002Flocalhost\n#    首次会让你创建 admin 账号\n\n# 3. 进入\"设置 → 模型供应商\"，配置 OpenAI \u002F 国产模型 API key\n\n# 4. 在主界面\"创建空白应用\"，选 Chatflow 或 Workflow\n# 5. 拖入\"开始 → LLM → 结束\"节点试一下基础 prompt\n# 6. 满意了点右上\"发布\"，自动生成 API endpoint\n",[650,1421,1422,1427,1435,1441,1449,1459,1465,1471,1477,1482,1488,1493,1499,1504],{"__ignoreMap":862},[1264,1423,1424],{"class":1266,"line":1267},[1264,1425,1426],{"class":1317},"# 1. 自托管（社区版）\n",[1264,1428,1429,1431,1433],{"class":1266,"line":866},[1264,1430,1271],{"class":1270},[1264,1432,1275],{"class":1274},[1264,1434,1278],{"class":1274},[1264,1436,1437,1439],{"class":1266,"line":863},[1264,1438,1284],{"class":1283},[1264,1440,1287],{"class":1274},[1264,1442,1443,1445,1447],{"class":1266,"line":929},[1264,1444,1292],{"class":1270},[1264,1446,1295],{"class":1274},[1264,1448,1298],{"class":1274},[1264,1450,1451,1453,1455,1457],{"class":1266,"line":881},[1264,1452,1303],{"class":1270},[1264,1454,1306],{"class":1274},[1264,1456,1309],{"class":1274},[1264,1458,1312],{"class":1283},[1264,1460,1462],{"class":1266,"line":1461},6,[1264,1463,1464],{"emptyLinePlaceholder":896},"\n",[1264,1466,1468],{"class":1266,"line":1467},7,[1264,1469,1470],{"class":1317},"# 2. 浏览器打开 http:\u002F\u002Flocalhost\n",[1264,1472,1474],{"class":1266,"line":1473},8,[1264,1475,1476],{"class":1317},"#    首次会让你创建 admin 账号\n",[1264,1478,1480],{"class":1266,"line":1479},9,[1264,1481,1464],{"emptyLinePlaceholder":896},[1264,1483,1485],{"class":1266,"line":1484},10,[1264,1486,1487],{"class":1317},"# 3. 进入\"设置 → 模型供应商\"，配置 OpenAI \u002F 国产模型 API key\n",[1264,1489,1491],{"class":1266,"line":1490},11,[1264,1492,1464],{"emptyLinePlaceholder":896},[1264,1494,1496],{"class":1266,"line":1495},12,[1264,1497,1498],{"class":1317},"# 4. 在主界面\"创建空白应用\"，选 Chatflow 或 Workflow\n",[1264,1500,1501],{"class":1266,"line":9},[1264,1502,1503],{"class":1317},"# 5. 拖入\"开始 → LLM → 结束\"节点试一下基础 prompt\n",[1264,1505,1507],{"class":1266,"line":1506},14,[1264,1508,1509],{"class":1317},"# 6. 满意了点右上\"发布\"，自动生成 API endpoint\n",[22,1511,1512],{"id":1512},"国内使用注意事项",[388,1514,1515,1521,1527,1533],{},[92,1516,1517,1520],{},[37,1518,1519],{},"云版 dify.ai 直连国内访问稳定但需要付款","——支持国际信用卡 \u002F Stripe",[92,1522,1523,1526],{},[37,1524,1525],{},"自托管 + 国产模型"," = 完全国内闭环，是 Dify 在国内最大优势",[92,1528,1529,1532],{},[37,1530,1531],{},"Docker 镜像拉取","：国内可能慢，建议配 Docker registry 镜像（阿里云 \u002F 网易）",[92,1534,1535,1538,1539,1541],{},[37,1536,1537],{},"数据合规","：完全自托管时，数据零外泄；某些金融 \u002F 政府客户因此从 ",[45,1540,12],{"href":987}," 迁到 Dify",[22,1543,429],{"id":429},[251,1545,1546,1566],{},[254,1547,1548],{},[257,1549,1550,1552,1554,1558,1562],{},[260,1551,262],{},[260,1553,445],{},[260,1555,1556],{},[45,1557,12],{"href":987},[260,1559,1560],{},[45,1561,451],{"href":450},[260,1563,1564],{},[45,1565,775],{"href":774},[270,1567,1568,1581,1593,1606,1618,1631,1645,1658],{},[257,1569,1570,1572,1574,1576,1578],{},[275,1571,464],{},[275,1573,469],{},[275,1575,294],{},[275,1577,469],{},[275,1579,1580],{},"✅（fair-code）",[257,1582,1583,1585,1587,1589,1591],{},[275,1584,478],{},[275,1586,469],{},[275,1588,294],{},[275,1590,469],{},[275,1592,469],{},[257,1594,1595,1597,1599,1602,1604],{},[275,1596,493],{},[275,1598,518],{},[275,1600,1601],{},"★★☆☆☆ 最简单",[275,1603,518],{},[275,1605,512],{},[257,1607,1608,1610,1612,1614,1616],{},[275,1609,509],{},[275,1611,515],{},[275,1613,512],{},[275,1615,518],{},[275,1617,515],{},[257,1619,1620,1622,1624,1626,1628],{},[275,1621,525],{},[275,1623,512],{},[275,1625,518],{},[275,1627,515],{},[275,1629,1630],{},"★★☆☆☆",[257,1632,1633,1636,1638,1640,1643],{},[275,1634,1635],{},"模型生态",[275,1637,515],{},[275,1639,512],{},[275,1641,1642],{},"★★★☆☆（OneAPI 中转）",[275,1644,512],{},[257,1646,1647,1650,1652,1654,1656],{},[275,1648,1649],{},"中文场景",[275,1651,512],{},[275,1653,515],{},[275,1655,512],{},[275,1657,518],{},[257,1659,1660,1663,1665,1668,1670],{},[275,1661,1662],{},"字节生态绑定",[275,1664,294],{},[275,1666,1667],{},"✅（飞书\u002F抖音深度集成）",[275,1669,294],{},[275,1671,294],{},[34,1673,1674,1676,1677,586,1680,1683],{},[37,1675,579],{},"（基于 ",[45,1678,585],{"href":583,"rel":1679},[49],[45,1681,590],{"href":67,"rel":1682},[49]," 两份选型指南综合）：",[89,1685,1686,1692,1699,1705,1712],{},[92,1687,1688,1691],{},[37,1689,1690],{},"数据必须不出内网 + 工作流复杂"," → Dify",[92,1693,1694,604,1697],{},[37,1695,1696],{},"个人 \u002F 小团队 \u002F 快速原型 + 字节生态",[45,1698,12],{"href":987},[92,1700,1701,604,1703],{},[37,1702,611],{},[45,1704,451],{"href":450},[92,1706,1707,604,1710],{},[37,1708,1709],{},"重点是连接外部 SaaS（Slack \u002F Notion \u002F 数据库）",[45,1711,775],{"href":774},[92,1713,1714,604,1717],{},[37,1715,1716],{},"要画图式表达 LangChain pipeline",[45,1718,754],{"href":753},[22,1720,624],{"id":624},[89,1722,1723,1729,1746,1757,1770,1776,1782,1788],{},[92,1724,1725,1728],{},[37,1726,1727],{},"社区版与企业版差距比想象大","：多路召回 \u002F 重排序 \u002F 单点登录 \u002F 审计日志都在企业版。社区版做生产前心里要有数。",[92,1730,1731,1737,1738,1741,1742,1745],{},[37,1732,1733,1736],{},[650,1734,1735],{},".env"," 文件改完忘 restart","：",[650,1739,1740],{},"docker compose down && up -d","，不是 ",[650,1743,1744],{},"restart","——后者不重新加载 env。",[92,1747,1748,1737,1751,1756],{},[37,1749,1750],{},"大版本升级会破坏数据库 schema",[45,1752,1755],{"href":1753,"rel":1754},"https:\u002F\u002Fdocs.dify.ai\u002Fzh-hans",[49],"官方升级文档"," 有详细 migration 步骤，跨大版本（如 0.x → 1.x）务必先备份 PostgreSQL 卷。生产环境强烈建议跑 staging 完整验证后再升。",[92,1758,1759,1762,1763,1765,1766,1769],{},[37,1760,1761],{},"RAG 文件大小社区版默认 15MB","：根据上述知乎实测，超过会失败。改 ",[650,1764,1735],{}," 的 ",[650,1767,1768],{},"UPLOAD_FILE_SIZE_LIMIT"," 并重启容器。",[92,1771,1772,1775],{},[37,1773,1774],{},"代码节点的 Sandbox 性能差","：内置代码执行节点跑在隔离容器里启动慢、内存小。生产高频用建议改成 HTTP 节点调外部服务。",[92,1777,1778,1781],{},[37,1779,1780],{},"工作流\"迭代节点\"循环上限","：默认 10 次，复杂 ReAct agent 容易撞天花板，需要在节点设置里调高。",[92,1783,1784,1787],{},[37,1785,1786],{},"Dify Plugin 系统是新东西","：1.0 后引入的 Plugin 体系替代了原来的 Tools\u002FModels 配置方式，老教程可能已过时——以最新官方文档为准。",[92,1789,1790,1793],{},[37,1791,1792],{},"国内 Docker 拉取镜像慢","：先配国内 registry，否则首次 pull 可能要 30+ 分钟。",[22,1795,702],{"id":701},[34,1797,705],{},[89,1799,1800,1803,1806,1809,1812,1815],{},[92,1801,1802],{},"中大型企业 LLM 中台建设",[92,1804,1805],{},"需要私有化部署（金融 \u002F 医疗 \u002F 政府）",[92,1807,1808],{},"想做\"AI 工作流即产品\"的开发团队",[92,1810,1811],{},"同时需要 RAG + Agent + Workflow 三件套",[92,1813,1814],{},"想用国产模型 + 国际模型混合编排",[92,1816,1817],{},"已经接受 Docker + 一定运维投入",[34,1819,725],{},[89,1821,1822,1828,1834,1837,1843],{},[92,1823,1824,1825,1827],{},"纯个人玩家做对话机器人（",[45,1826,12],{"href":987}," 更快）",[92,1829,1830,1831,1833],{},"只想做企业知识库 QA（",[45,1832,451],{"href":450}," RAG 更专）",[92,1835,1836],{},"团队完全没运维能力（云版还行，自托管会踩坑）",[92,1838,1839,1840,1842],{},"需要深度对接字节飞书 \u002F 抖音（",[45,1841,12],{"href":987}," 原生）",[92,1844,1845,1846,1848],{},"工作流核心是连接 100+ SaaS（",[45,1847,775],{"href":774}," 节点更全）",[22,1850,758],{"id":758},[89,1852,1853,1863,1875,1890],{},[92,1854,763,1855,683,1857,683,1859,683,1861],{},[45,1856,12],{"href":987},[45,1858,451],{"href":450},[45,1860,775],{"href":774},[45,1862,754],{"href":753},[92,1864,1865,1866,683,1868,683,1870,683,1873],{},"概念基础：",[45,1867,782],{"href":781},[45,1869,786],{"href":785},[45,1871,1872],{"href":1139},"MCP",[45,1874,790],{"href":789},[92,1876,1877,1878,683,1882,683,1886,683,1888],{},"模型选型：",[45,1879,1881],{"href":1880},"\u002Fmodels\u002Fgpt-5.html","GPT-5",[45,1883,1885],{"href":1884},"\u002Fmodels\u002Fclaude-sonnet-4.html","Claude Sonnet 4",[45,1887,804],{"href":803},[45,1889,812],{"href":811},[92,1891,815,1892,683,1896],{},[45,1893,1895],{"href":1894},"\u002Fwiki\u002Ffine-tuning-vs-rag.html","Fine-tuning vs RAG",[45,1897,823],{"href":822},[22,1899,826],{"id":826},[89,1901,1902,1909,1915,1921,1928],{},[92,1903,1904,1905],{},"官网：",[45,1906,1907],{"href":1907,"rel":1908},"https:\u002F\u002Fdify.ai",[49],[92,1910,1911,1912],{},"中文文档：",[45,1913,1753],{"href":1753,"rel":1914},[49],[92,1916,1917,1918],{},"GitHub：",[45,1919,1251],{"href":1251,"rel":1920},[49],[92,1922,1923,1924],{},"官方定价：",[45,1925,1926],{"href":1926,"rel":1927},"https:\u002F\u002Fdify.ai\u002Fpricing",[49],[92,1929,1930],{},"第三方评测：tooljunction.io \u002F chatforest.com \u002F besthub.dev \u002F joshuaopolko.com \u002F 知乎 LLM 实战笔记",[34,1932,1933,1934,860],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现版本号 \u002F 价格 \u002F 功能与最新官方信息不一致，请通过 ",[45,1935,859],{"href":859},[1937,1938,1939],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":862,"searchDepth":863,"depth":863,"links":1941},[1942,1943,1950,1955,1956,1957,1958,1959,1960,1961],{"id":24,"depth":866,"text":25},{"id":79,"depth":866,"text":79,"children":1944},[1945,1946,1947,1948,1949],{"id":998,"depth":863,"text":999},{"id":1077,"depth":863,"text":1078},{"id":1114,"depth":863,"text":1115},{"id":1132,"depth":863,"text":1133},{"id":1155,"depth":863,"text":1156},{"id":350,"depth":866,"text":350,"children":1951},[1952,1953,1954],{"id":1164,"depth":863,"text":1165},{"id":1245,"depth":863,"text":1246},{"id":1344,"depth":863,"text":1345},{"id":385,"depth":866,"text":386},{"id":1512,"depth":866,"text":1512},{"id":429,"depth":866,"text":429},{"id":624,"depth":866,"text":624},{"id":701,"depth":866,"text":702},{"id":758,"depth":866,"text":758},{"id":826,"depth":866,"text":826},"\u002Fimg\u002Ftools\u002Fdify.webp","Dify 2026 真实评测：开源 LLMOps 与 AI Agent 平台，集工作流编排、RAG 知识库、Agent、MCP 和多模型接入于一体。本文对比 Coze、FastGPT、n8n，整理自托管部署、云版价格、适合团队和避坑建议。",[887,888,1965],"ja",{},"\u002Ftools\u002Fagent\u002Fplatform\u002Fdify",[1969,1970,1971,1303],"windows","macos","linux",[1973,1977,1981,1985],{"plan":1974,"price":1376,"features":1975,"notes":1976},"Self-hosted（开源版）","Docker 一键部署 + 全部核心功能（工作流 \u002F RAG \u002F Agent \u002F MCP）+ 接任意模型 API","私有部署 \u002F 完全免费 \u002F Apache 2.0",{"plan":1978,"price":1376,"features":1979,"notes":1980},"Cloud Sandbox（免费云）","官方托管试水档，含基础调用配额","免运维 \u002F 试水 POC",{"plan":1982,"price":1210,"features":1983,"notes":1984},"Cloud Professional","更高调用额度 + 团队协作 + 商用支持","商用云首选",{"plan":1986,"price":1987,"features":1988,"notes":1232},"Cloud Team \u002F Enterprise","Custom","更大配额 + SLA + 私有部署支持 + 合规","云版 SaaS（免费档 \u002F Professional $59\u002F月起） + 开源自托管完全免费",{"power":881,"ux":929,"price":881,"cn_support":929,"stability":929},{"title":445,"description":1963},"Dify 评测 2026：开源 LLMOps 与 AI Agent 平台，自托管指南",[1994,1996,1998,2000,2002],{"title":1995,"url":1753},"Dify 官方文档（中文）",{"title":1997,"url":1251},"Dify GitHub",{"title":1999,"url":1926},"Dify 官方定价",{"title":2001,"url":583},"Coze vs Dify vs FastGPT 选型",{"title":2003,"url":2004},"Dify Self-Hosted Guide 2026","https:\u002F\u002Fjoshuaopolko.com\u002Fdify-self-hosted-guide","tools\u002Fagent\u002Fplatform\u002Fdify","开源 LLMOps 平台，私有部署 Agent 首选",[953,2008,2009,2010,955,2011,2012],"opensource","self-host","rag","llmops","mcp","想私有部署、想接全球任意模型，Dify 是答案。比 Coze 工程化、上手陡一点；比 FastGPT 工作流强、RAG 略弱。","0LsPnncTjEa2rm_jLZvwR6L0Zv1hFNDKVRmDyloL7uo",1783173059600]