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@@ -5,7 +5,7 @@ FastGPT</a></div><div class=sidebar-content style="height:calc(100% - 131px)"><u
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功能介绍</button><div class="sidebar-submenu d-block"><ul><li class="sidebar-dropdown nested"><button class=btn>
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基础教程</button><div class=sidebar-submenu><ul><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/course/quick-start/>快速上手</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/course/ai_settings/>AI 相关参数配置说明</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/course/chat_input_guide/>对话问题引导</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/course/collection_tags/>知识库集合标签</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/course/fileinput/>文件输入功能介绍</a></li></ul></div></li><li class="sidebar-dropdown nested current active"><button class=btn>
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工作流节点</button><div class="sidebar-submenu d-block"><ul><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/ai_chat/>AI 对话</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/dataset_search/>知识库搜索</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/tool/>工具调用&终止</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/question_classify/>问题分类</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/content_extract/>文本内容提取</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/user-selection/>用户选择</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/form_input/>表单输入</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/text_editor/>文本拼接</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/reply/>指定回复</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/document_parsing/>文档解析</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/http/>HTTP 请求</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/tfswitch/>判断器</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/variable_update/>变量更新</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/sandbox/>代码运行</a></li><li class=current><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/loop/>批量运行</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/knowledge_base_search_merge/>知识库搜索引用合并</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/coreferenceresolution/>问题优化</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/laf/>Laf 函数调用</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/workflow/custom_feedback/>自定义反馈</a></li></ul></div></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/mcp_server/>MCP 服务</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/mcp_tools/>MCP 工具集</a></li><li><a class=sidebar-nested-link href=https://doc.tryfastgpt.ai/docs/guide/dashboard/gapier/>使用 Gapier 快速导入Agent工具</a></li></ul></div></li><li class="sidebar-dropdown nested"><button class=btn>
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@@ -164,7 +164,7 @@ function main({text}){
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return {chunks, tokens};
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}</code>
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</pre></div><p>这里我们用到了 <a href=https://x.com/JinaAI_/status/1823756993108304135 rel=external target=_blank>Jina AI 开源的一个强大的正则表达式<svg width="16" height="16" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><path fill="currentcolor" d="M14 5c-.552.0-1-.448-1-1s.448-1 1-1h6c.552.0 1 .448 1 1v6c0 .552-.448 1-1 1s-1-.448-1-1V6.414l-7.293 7.293c-.391.39-1.024.39-1.414.0-.391-.391-.391-1.024.0-1.414L17.586 5H14zM5 7c-.552.0-1 .448-1 1v11c0 .552.448 1 1 1h11c.552.0 1-.448 1-1v-4.563c0-.552.448-1 1-1s1 .448 1 1V19c0 1.657-1.343 3-3 3H5c-1.657.0-3-1.343-3-3V8c0-1.657 1.343-3 3-3h4.563c.552.0 1 .448 1 1s-.448 1-1 1H5z"/></svg></a>，它能利用所有可能的边界线索和启发式方法来精确切分文本。</p></li><li><p>配置批量运行节点</p><p><img src=https://cdn.jsdelivr.net/gh/yangchuansheng/fastgpt-imgs@main/imgs/fastgpt-loop-node-example-5.png alt=配置批量运行节点 loading=lazy class=medium-zoom-image></p><ul><li>数组输入：选择上一步代码运行节点的输出变量 <code>chunks</code>。</li><li>循环体内添加一个【代码运行】节点，对源文本进行格式化。</li><li>添加一个【搜索词库】节点，将专有名词的词库作为知识库，在翻译前进行搜索。</li><li>添加一个【AI 对话】节点，使用 CoT 思维链，让 LLM 显式地、系统地生成推理链条，展示翻译的完整思考过程。</li><li>添加一个【代码运行】节点，将【AI 对话】节点最后一轮的翻译结果提取出来。</li><li>添加一个【指定回复】节点，输出翻译后的文本。</li><li>循环体结束节点选择输出变量为【取出翻译文本】的输出变量 <code>result</code>。</li></ul></li></ol></div><div class="gitinfo d-flex flex-wrap justify-content-between align-items-center opacity-85 pt-3"><div id=edit-this-page class=mt-1><a href=https://github.com/labring/FastGPT/blob/main/docSite/content/zh-cn/docs/guide/dashboard/workflow/loop.md alt=批量运行 rel="noopener noreferrer" target=_blank><span class="me-1 align-text-bottom"><svg width="20" height="20" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg" fill="currentcolor"><path d="M16 .396c-8.839.0-16 7.167-16 16 0 7.073 4.584 13.068 10.937 15.183.803.151 1.093-.344 1.093-.772.0-.38-.009-1.385-.015-2.719-4.453.964-5.391-2.151-5.391-2.151-.729-1.844-1.781-2.339-1.781-2.339-1.448-.989.115-.968.115-.968 1.604.109 2.448 1.645 2.448 1.645 1.427 2.448 3.744 1.74 4.661 1.328.14-1.031.557-1.74 1.011-2.135-3.552-.401-7.287-1.776-7.287-7.907.0-1.751.62-3.177 1.645-4.297-.177-.401-.719-2.031.141-4.235.0.0 1.339-.427 4.4 1.641 1.281-.355 2.641-.532 4-.541 1.36.009 2.719.187 4 .541 3.043-2.068 4.381-1.641 4.381-1.641.859 2.204.317 3.833.161 4.235 1.015 1.12 1.635 2.547 1.635 4.297.0 6.145-3.74 7.5-7.296 7.891.556.479 1.077 1.464 1.077 2.959.0 2.14-.02 3.864-.02 4.385.0.416.28.916 1.104.755 6.4-2.093 10.979-8.093 10.979-15.156.0-8.833-7.161-16-16-16z"/></svg></span>编辑此页面</a></div></div></div><div><hr class=doc-hr><div id=doc-nav class=d-print-none><div class="row flex-xl-nowrap"><div class="col-sm-6 pt-2 doc-next"><a href=/docs/guide/dashboard/mcp_server/><div class="card h-100 my-1"><div class="card-body py-2"><p class="card-title fs-5 fw-semibold lh-base mb-0"><i class="material-icons align-middle">navigate_before</i> MCP 服务</p><p class="card-text ms-2">快速了解 FastGPT MCP server</p></div></div></a></div><div class="col-sm-6 pt-2 doc-prev"><a class=ms-auto href=/docs/guide/dashboard/workflow/knowledge_base_search_merge/><div class="card h-100 my-1 text-end"><div class="card-body py-2"><p class="card-title fs-5 fw-semibold lh-base mb-0">知识库搜索引用合并 <i class="material-icons align-middle">navigate_next</i></p><p class="card-text me-2">FastGPT 知识库搜索引用合并模块介绍</p></div></div></a></div></div></div></div></div></div></div></div><footer class="shadow py-3 d-print-none"><div class="row align-items-center" style=height:90px><div class=col><div class="text-sm-start text-center mx-md-2"><p class=mb-0>© 2025 the FastGPT Authors.</p><p class=github-badge><span class=badge-subject>云操作系统</span><span class="badge-value bg-blue"><a style=color:#fff href=https://sealos.io/ target=_blank>Sealos</a></span>
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</pre></div><p>这里我们用到了 <a href=https://x.com/JinaAI_/status/1823756993108304135 rel=external target=_blank>Jina AI 开源的一个强大的正则表达式<svg width="16" height="16" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><path fill="currentcolor" d="M14 5c-.552.0-1-.448-1-1s.448-1 1-1h6c.552.0 1 .448 1 1v6c0 .552-.448 1-1 1s-1-.448-1-1V6.414l-7.293 7.293c-.391.39-1.024.39-1.414.0-.391-.391-.391-1.024.0-1.414L17.586 5H14zM5 7c-.552.0-1 .448-1 1v11c0 .552.448 1 1 1h11c.552.0 1-.448 1-1v-4.563c0-.552.448-1 1-1s1 .448 1 1V19c0 1.657-1.343 3-3 3H5c-1.657.0-3-1.343-3-3V8c0-1.657 1.343-3 3-3h4.563c.552.0 1 .448 1 1s-.448 1-1 1H5z"/></svg></a>，它能利用所有可能的边界线索和启发式方法来精确切分文本。</p></li><li><p>配置批量运行节点</p><p><img src=https://cdn.jsdelivr.net/gh/yangchuansheng/fastgpt-imgs@main/imgs/fastgpt-loop-node-example-5.png alt=配置批量运行节点 loading=lazy class=medium-zoom-image></p><ul><li>数组输入：选择上一步代码运行节点的输出变量 <code>chunks</code>。</li><li>循环体内添加一个【代码运行】节点，对源文本进行格式化。</li><li>添加一个【搜索词库】节点，将专有名词的词库作为知识库，在翻译前进行搜索。</li><li>添加一个【AI 对话】节点，使用 CoT 思维链，让 LLM 显式地、系统地生成推理链条，展示翻译的完整思考过程。</li><li>添加一个【代码运行】节点，将【AI 对话】节点最后一轮的翻译结果提取出来。</li><li>添加一个【指定回复】节点，输出翻译后的文本。</li><li>循环体结束节点选择输出变量为【取出翻译文本】的输出变量 <code>result</code>。</li></ul></li></ol></div><div class="gitinfo d-flex flex-wrap justify-content-between align-items-center opacity-85 pt-3"><div id=edit-this-page class=mt-1><a href=https://github.com/labring/FastGPT/blob/main/docSite/content/zh-cn/docs/guide/dashboard/workflow/loop.md alt=批量运行 rel="noopener noreferrer" target=_blank><span class="me-1 align-text-bottom"><svg width="20" height="20" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg" fill="currentcolor"><path d="M16 .396c-8.839.0-16 7.167-16 16 0 7.073 4.584 13.068 10.937 15.183.803.151 1.093-.344 1.093-.772.0-.38-.009-1.385-.015-2.719-4.453.964-5.391-2.151-5.391-2.151-.729-1.844-1.781-2.339-1.781-2.339-1.448-.989.115-.968.115-.968 1.604.109 2.448 1.645 2.448 1.645 1.427 2.448 3.744 1.74 4.661 1.328.14-1.031.557-1.74 1.011-2.135-3.552-.401-7.287-1.776-7.287-7.907.0-1.751.62-3.177 1.645-4.297-.177-.401-.719-2.031.141-4.235.0.0 1.339-.427 4.4 1.641 1.281-.355 2.641-.532 4-.541 1.36.009 2.719.187 4 .541 3.043-2.068 4.381-1.641 4.381-1.641.859 2.204.317 3.833.161 4.235 1.015 1.12 1.635 2.547 1.635 4.297.0 6.145-3.74 7.5-7.296 7.891.556.479 1.077 1.464 1.077 2.959.0 2.14-.02 3.864-.02 4.385.0.416.28.916 1.104.755 6.4-2.093 10.979-8.093 10.979-15.156.0-8.833-7.161-16-16-16z"/></svg></span>编辑此页面</a></div></div></div><div><hr class=doc-hr><div id=doc-nav class=d-print-none><div class="row flex-xl-nowrap"><div class="col-sm-6 pt-2 doc-next"><a href=/docs/guide/dashboard/mcp_tools/><div class="card h-100 my-1"><div class="card-body py-2"><p class="card-title fs-5 fw-semibold lh-base mb-0"><i class="material-icons align-middle">navigate_before</i> MCP 工具集</p><p class="card-text ms-2">快速了解 MCP 工具接入 FastGPT</p></div></div></a></div><div class="col-sm-6 pt-2 doc-prev"><a class=ms-auto href=/docs/guide/dashboard/workflow/knowledge_base_search_merge/><div class="card h-100 my-1 text-end"><div class="card-body py-2"><p class="card-title fs-5 fw-semibold lh-base mb-0">知识库搜索引用合并 <i class="material-icons align-middle">navigate_next</i></p><p class="card-text me-2">FastGPT 知识库搜索引用合并模块介绍</p></div></div></a></div></div></div></div></div></div></div></div><footer class="shadow py-3 d-print-none"><div class="row align-items-center" style=height:90px><div class=col><div class="text-sm-start text-center mx-md-2"><p class=mb-0>© 2025 the FastGPT Authors.</p><p class=github-badge><span class=badge-subject>云操作系统</span><span class="badge-value bg-blue"><a style=color:#fff href=https://sealos.io/ target=_blank>Sealos</a></span>
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<span class=badge-subject>云开发</span><span class="badge-value bg-brightgreen"><a style=color:#fff href=https://laf.run target=_blank>Laf</a></span>
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