From 94391d72403fbc469a06dce9b42c5dc1b9f527a1 Mon Sep 17 00:00:00 2001 From: "mintlify[bot]" <109931778+mintlify[bot]@users.noreply.github.com> Date: Mon, 11 Aug 2025 07:33:52 +0000 Subject: [PATCH] Documentation edits made through Mintlify web editor --- en/guides/workflow/node/code.mdx | 6 +- en/guides/workflow/node/llm.mdx | 8 +- images/codefix.PNG | Bin 0 -> 138044 bytes images/llm.PNG | Bin 0 -> 132063 bytes images/llm2.PNG | Bin 0 -> 41832 bytes zh-hans/guides/workflow/node/code.mdx | 2 +- zh-hans/guides/workflow/node/llm.mdx | 475 +------------------------- 7 files changed, 6 insertions(+), 485 deletions(-) create mode 100644 images/codefix.PNG create mode 100644 images/llm.PNG create mode 100644 images/llm2.PNG diff --git a/en/guides/workflow/node/code.mdx b/en/guides/workflow/node/code.mdx index 6c98ad39..fca0f237 100644 --- a/en/guides/workflow/node/code.mdx +++ b/en/guides/workflow/node/code.mdx @@ -140,13 +140,11 @@ The **Code Fix** feature enables **automatic code correction** by leveraging the 1. **Write Repair Prompt**: - In the prompt editor, use the variable insertion menu (`/` or `{`) to insert variables. You may customize a prompt like: +In the prompt editor, use the variable insertion menu (`/` or `{`) to insert variables. You may customize a prompt like: `Fix the following code based on this error message: Code: {{current_code}} Error: {{error_message}}` - +![Codefix PN](/images/codefix.PNG) 2. **Using Context Variables (if needed later in workflow)** diff --git a/en/guides/workflow/node/llm.mdx b/en/guides/workflow/node/llm.mdx index 6e492448..bca2669d 100644 --- a/en/guides/workflow/node/llm.mdx +++ b/en/guides/workflow/node/llm.mdx @@ -394,9 +394,7 @@ Click the wand icon to launch the Prompt Generator, which pre-fills a repair ins `The output of this prompt is not as expected: {{last_run}}. You should edit the prompt according to the IDEAL OUTPUT.` - +![Llm PN](/images/llm.PNG) 2. Customize the Instruction @@ -410,9 +408,7 @@ _Note: You cannot insert variables into the Ideal Output box. It is for static e For example, if your task were to rewrite the prompt so that the model outputs a concise summary of a news article in exactly three bullet points, an ideal output could be: - +![Llm2 PN](/images/llm2.PNG) 4. 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a/zh-hans/guides/workflow/node/code.mdx b/zh-hans/guides/workflow/node/code.mdx index 4ddb98db..a339676c 100644 --- a/zh-hans/guides/workflow/node/code.mdx +++ b/zh-hans/guides/workflow/node/code.mdx @@ -141,7 +141,7 @@ It will be automatically generated by the script. 1. **编写修复提示:** -在提示编辑器中,使用变量插入菜单(“/”或“{”)插入变量。 +/在提示编辑器中,使用变量插入菜单(“/”或“{”)插入变量。 你可以自定义一个提示,例如: diff --git a/zh-hans/guides/workflow/node/llm.mdx b/zh-hans/guides/workflow/node/llm.mdx index b0436e3e..f5a0dcbd 100644 --- a/zh-hans/guides/workflow/node/llm.mdx +++ b/zh-hans/guides/workflow/node/llm.mdx @@ -1,476 +1,3 @@ --- title: "LLM" ---- - -### 定义 - -调用大语言模型的能力,处理用户在 "开始" 节点中输入的信息(自然语言、上传的文件或图片),给出有效的回应信息。 - - - ![LLM 节点](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/0356bf3a8c46660181707da6f736386f.png) - - ---- - -### 应用场景 - -LLM 节点是 Chatflow/Workflow 的核心节点。该节点能够利用大语言模型的对话/生成/分类/处理等能力,根据给定的提示词处理广泛的任务类型,并能够在工作流的不同环节使用。 - -- **意图识别**,在客服对话情景中,对用户问题进行意图识别和分类,导向下游不同的流程。 -- **文本生成**,在文章生成情景中,作为内容生成的节点,根据主题、关键词生成符合的文本内容。 -- **内容分类**,在邮件批处理情景中,对邮件的类型进行自动化分类,如咨询/投诉/垃圾邮件。 -- **文本转换**,在文本翻译情景中,将用户提供的文本内容翻译成指定语言。 -- **代码生成**,在辅助编程情景中,根据用户的要求生成指定的业务代码,编写测试用例。 -- **RAG**,在知识库问答情景中,将检索到的相关知识和用户问题重新组织回复问题。 -- **图片理解**,使用 vision 能力的多模态模型,能对图像内的信息进行理解和问答。 - -选择合适的模型,编写提示词,你可以在 Chatflow/Workflow 中构建出强大、可靠的解决方案。 - ---- - -### 配置示例 - -在应用编辑页中,点击鼠标右键或轻点上一节点末尾的 \+ 号,添加节点并选择 LLM。 - - - ![LLM 节点配置-选择模型](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/778b40e25d203a5da9dddd9d8d7063a1.png) - - -**配置步骤:** - -1. **选择模型**,Dify 提供了全球主流模型的[支持](/zh-hans/getting-started/readme/model-providers),包括 OpenAI 的 GPT 系列、Anthropic 的 Claude 系列、Google 的 Gemini 系列等,选择一个模型取决于其推理能力、成本、响应速度、上下文窗口等因素,你需要根据场景需求和任务类型选择合适的模型。 - -> 如果你是初次使用 Dify ,在 LLM 节点选择模型之前,需要在 **系统设置—模型供应商** 内提前完成[模型配置](../../model-configuration/)。 - -2. **配置模型参数**,模型参数用于控制模型的生成结果,例如温度、TopP,最大标记、回复格式等,为了方便选择系统同时提供了 3 套预设参数:创意,平衡和精确。如果你对以上参数并不熟悉,建议选择默认设置。若希望应用具备图片分析能力,请选择具备视觉能力的模型。 -3. **填写上下文(可选)**,上下文可以理解为向 LLM 提供的背景信息,常用于填写[知识检索](knowledge-retrieval)的输出变量。 -4. **编写提示词**,LLM 节点提供了一个易用的提示词编排页面,选择聊天模型或补全模型,会显示不同的提示词编排结构。如果选择聊天模型(Chat model),你可以自定义系统提示词(SYSTEM)/用户(USER)/ 助手(ASSISTANT)三部分内容。 - -描述文字 - -如果在编写系统提示词(SYSTEM)时没有好的思路,也可以使用提示生成器功能,借助 AI 能力快速生成适合实际业务场景的提示词。 - - - ![提示生成器](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/727e40ef04a4df13d3bef82ad02e73f1.png) - - -在提示词编辑器中,你可以通过输入 **"/"** 呼出 **变量插入菜单**,将 **特殊变量块** 或者 **上游节点变量** 插入到提示词中作为上下文内容。 - - - ![呼出变量插入菜单](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/cc96ca72400fb81aca6936908d667478.png) - - -5. **高级设置**,可以开关记忆功能并设置记忆窗口、开关 Vision 功能或者使用 Jinja-2 模板语言来进行更复杂的提示词等。 - ---- - -### 特殊变量说明 - -**上下文变量** - -上下文变量是一种特殊变量类型,用于向 LLM 提供背景信息,常用于在知识检索场景下使用。详细说明请参考[知识检索节点](knowledge-retrieval)。 - -**文件变量** - -部分 LLMs(例如 [Claude 3.5 Sonnet](https://docs.anthropic.com/en/docs/build-with-claude/pdf-support))已支持直接处理并分析文件内容,因此系统提示词已允许输入文件变量。为了避免潜在异常,应用开发者在使用该文件变量前需前往 LLM 官网确认 LLM 支持何种文件类型。 - -![](https://assets-docs.dify.ai/2024/11/05b3d4a78038bc7afbb157078e3b2b26.png) - -> 阅读[文件上传](https://docs.dify.ai/zh-hans/guides/workflow/file-upload)了解如何搭建具备文件上传功能的 Chatflow/Workflow 应用。 - -**会话历史** - -为了在文本补全类模型(例如 gpt-3.5-turbo-Instruct)内实现聊天型应用的对话记忆,Dify 在原[提示词专家模式(已下线)](user-guide/learn-more/extended-reading/prompt-engineering/prompt-engineering-1/)内设计了会话历史变量,该变量沿用至 Chatflow 的 LLM 节点内,用于在提示词中插入 AI 与用户之间的聊天历史,帮助 LLM 理解对话上文。 - -> 会话历史变量应用并不广泛,仅在 Chatflow 中选择文本补全类模型时可以插入使用。 - - - ![插入会话历史变量](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/b8642f8c6e3f562fceeefae83628fd68.png) - - -**模型参数** - -模型的参数会影响模型的输出效果。不同模型的参数会有所区别。下图为`gpt-4`的参数列表。 - - - ![模型参数列表](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/74a93d9b4982a8ad4d046dc9fb290b2d.png) - - -主要的参数名词解释如下: - -- **温度:** 通常是0-1的一个值,控制随机性。温度越接近0,结果越确定和重复,温度越接近1,结果越随机。 -- **Top P:** 控制结果的多样性。模型根据概率从候选词中选择,确保累积概率不超过预设的阈值P。 -- **存在惩罚:** 用于减少重复生成同一实体或信息,通过对已经生成的内容施加惩罚,使模型倾向于生成新的或不同的内容。参数值增加时,对于已经生成过的内容,模型在后续生成中被施加更大的惩罚,生成重复内容的可能性越低。 -- **频率惩罚:** 对过于频繁出现的词或短语施加惩罚,通过降低这些词的生成概率。随着参数值的增加,对频繁出现的词或短语施加更大的惩罚。较高的参数值会减少这些词的出现频率,从而增加文本的词汇多样性。 - -如果你不理解这些参数是什么,可以选择**加载预设**,从创意、平衡、精确三种预设中选择。 - - - ![加载预设参数](https://assets-docs.dify.ai/dify-enterprise-mintlify/zh_CN/guides/workflow/node/a117606125cbc65573f201738cd0af6e.png) - - ---- - -### 高级功能 - -**记忆:** 开启记忆后问题分类器的每次输入将包含对话中的聊天历史,以帮助 LLM 理解上文,提高对话交互中的问题理解能力。 - -**记忆窗口:** 记忆窗口关闭时,系统会根据模型上下文窗口动态过滤聊天历史的传递数量;打开时用户可以精确控制聊天历史的传递数量(对数)。 - -**对话角色名设置:** 由于模型在训练阶段的差异,不同模型对于角色名的指令遵循程度不同,如 Human/Assistant,Human/AI,人类/助手等等。为适配多模型的提示响应效果,系统提供了对话角色名的设置,修改对话角色名将会修改会话历史的角色前缀。 - -**Jinja-2 模板:** LLM 的提示词编辑器内支持 Jinja-2 模板语言,允许你借助 Jinja2 这一强大的 Python 模板语言,实现轻量级数据转换和逻辑处理,参考[官方文档](https://jinja.palletsprojects.com/en/3.1.x/templates/)。 - -**错误重试**:针对节点发生的部分异常情况,通常情况下再次重试运行节点即可解决。开启错误重试功能后,节点将在发生错误的时候按照预设策略进行自动重试。你可以调整最大重试次数和每次重试间隔以设置重试策略。 - -- 最大重试次数为 10 次 -- 最大重试间隔时间为 5000 ms - -![高质量](https://assets-docs.dify.ai/2024/12/dfb43c1cbbf02cdd36f7d20973a5529b.png) - -**异常处理**:提供多样化的节点错误处理策略,能够在当前节点发生错误时抛出故障信息而不中断主流程;或通过备用路径继续完成任务。详细说明请参考[异常处理](https://docs.dify.ai/guides/workflow/error-handling)。 - -**结构化输出**:确保 LLM 返回的数据格式可用、稳定、可预测,减少错误处理和格式转换的工作。 - - - LLM 节点中的 **JSON Schema 编辑器** 让你能够定义 LLM 返回的数据结构,确保输出可解析、可复用、可控。你可以使用**可视化编辑模式**直观编辑,或通过**代码编辑模式**精细调整,适配不同复杂度的需求。 - - - 作为节点级能力,JSON Schema 适用于所有模型的结构化输出定义和约束。 - - - **原生支持结构化输出的模型**:可直接使用 JSON Schema 定义结构化变量。 - - **不支持结构化输出的模型**:系统会将 JSON Schema 以提示词方式输入。你可以尝试引导模型按结构生成内容,但这并不保证一定可以正确解析输出。 - - **JSON Schema 编辑器入口** - - 点击 **LLM 节点 \> 输出变量**,打开 **结构化开关 \> 配置**,即可进入 **JSON Schema 编辑器** 界面。JSON Schema 编辑器分为可视化编辑窗口与代码编辑窗口,两者可无缝切换。 - - ![JSON Schema Editor](https://assets-docs.dify.ai/2025/04/646805384efa3cd85869d23a4d9735ad.png) - - - - **适用场景** - - - **你只需要定义几个简单的字段**,例如 `name`、`email`、`age` 等,并不涉及嵌套结构。 - - **你不熟悉 JSON Schema 语法**,希望不写代码,而是用直观的界面拖拽、添加字段。 - - **你希望快速迭代字段结构**,而不是每次修改都需要更新 JSON 代码。 - - ![Visual Editor](https://assets-docs.dify.ai/2025/04/a9d6a34a7903f81e4d57c7f1d8d0712b.png) - - **添加字段** - - 在 **结构化输出** 框中点击 **添加子字段** 按钮,并配置字段参数: - - - _(必填)_ **字段名** - - _(必填)_ **字段类型**:支持 string、number、object、array 等字段类型等。 - - > 对象(object)或数组(array)字段可添加子字段。 - - **描述**:帮助 LLM 理解字段含义,提高输出准确性。 - - **必填**:开启后,LLM 将强制返回该字段值。 - - **枚举值**:用于限制字段值的可选范围,使模型仅能从预设的枚举值中返回值。例如,若只允许 `red`、`green`、`blue`: - - ```json - { - "type": "string", - "enum": ["red", "green", "blue"] - } - ``` - - > 该规则要求输入值只能是 `red`、`green` 或 `blue`。 - - **删改字段** - - - 编辑字段:鼠标悬停至字段卡片,点击 **编辑** 图标,修改字段类型、描述、默认值等参数。 - - 删除字段:鼠标悬停至字段卡片,点击 **删除** 图标,字段将从列表中删除。 - - > 删除对象(object)或数组(array)字段时,其所有子字段也会被删除。 - - **导入现有 JSON 示例** - - 1. 点击 **从 JSON 导入** 按钮,在弹出的对话框中粘贴或上传 JSON 示例,例如: - - ```json - { - "comment": "This is great!", - "rating": 5 - } - ``` - - 2. 点击 **提交** 按钮,系统会自动解析 JSON 示例,并转换为 JSON Schema 如下: - - ![JSON Schema Editor](https://assets-docs.dify.ai/2025/04/646805384efa3cd85869d23a4d9735ad.png) - - **使用 AI 生成 JSON Schema** - - 1. 点击 **AI 生成** 图标,选择模型(如 GPT-4o)。在输入框中描述你的 JSON Schema,例如: - - > “我需要一个包含用户名(string)、年龄(number)和兴趣爱好(array)的 JSON Schema。” - - 2. 点击 **生成** ,系统将自动生成 JSON Schema 如下: - - ```json - { - "type": "object", - "properties": { - "username": { - "type": "string" - }, - "age": { - "type": "number" - }, - "interests": { - "type": "array", - "items": { - "type": "string" - } - } - }, - "required": [ - "username", - "age", - "interests" - ] - } - ``` - - - **适用场景** - - - **你的数据结构复杂,需要支持嵌套对象或数组**,例如 `订单详情`、`产品列表` 等。 - - **你已经有一个 JSON Schema(或者 API 响应示例)**,希望直接粘贴并手动调整。 - - **你希望使用高级 Schema 特性**,如 `pattern`(正则表达式匹配)或 `oneOf`(多种类型支持)。 - - 你使用 LLM 生成了初步 Schema,但**希望修改某些字段的类型或结构**,使其更符合业务需求。 - - ![JSON Schema](https://assets-docs.dify.ai/2025/04/669af808dd9d0d8521a36e14db731cec.png) - - **添加字段** - - 1. 进入 JSON Schema 代码编辑器。 - 2. 点击 **从 JSON 导入**, 输入字段。例如: - - ```json - { - "name": "username", - "type": "string", - "description": "user's name", - "required": true - } - ``` - - 3. 点击 **保存**,系统会自动校验 JSON Schema 并保存。 - - **删改字段**:在 JSON 代码框直接删改字段类型、描述、默认值等参数,并点击 **保存**。 - - **导入现有 JSON 示例** - - 1. 点击 **从 JSON 导入** 按钮,在弹出的对话框中粘贴或上传 JSON 示例,例如: - - ```json - { - "comment": "This is great!", - "rating": 5 - } - ``` - - 2. 点击 **提交** 按钮,系统会自动解析 JSON 示例,并转换为 JSON Schema 如下: - - ```json - { - "type": "object", - "properties": { - "comment": { - "type": "string" - }, - "rating": { - "type": "number" - } - }, - "required": [ - "comment", - "rating" - ], - "additionalProperties": false - } - ``` - - **使用 AI 生成 JSON Schema** - - 1. 点击 **AI 生成** 图标,选择模型(如 GPT-4o)。在输入框中描述你的 JSON Schema,例如: - - > “我需要一个包含用户名(string)、年龄(number)和兴趣爱好(array)的 JSON Schema。” - - 2. 点击 **生成** ,系统将自动生成 JSON Schema 如下: - - ```json - { - "type": "object", - "properties": { - "username": { - "type": "string" - }, - "age": { - "type": "number" - }, - "interests": { - "type": "array", - "items": { - "type": "string" - } - } - }, - "required": [ - "username", - "age", - "interests" - ] - } - ``` - - - - ---- - -### 使用案例 - -- **读取知识库内容** - -想要让工作流应用具备读取 [“知识库”](../../knowledge-base/) 内容的能力,例如搭建智能客服应用,请参考以下步骤: - -1. 在 LLM 节点上游添加知识库检索节点; -2. 将知识检索节点的 **输出变量** `result` 填写至 LLM 节点中的 **上下文变量** 内; -3. 将 **上下文变量** 插入至应用提示词内,赋予 LLM 读取知识库内的文本能力。 - -![](https://assets-docs.dify.ai/2025/04/8ec79d64b90bd4c690ab5a9af8de1cc4.png) - -[知识检索节点](knowledge-retrieval)输出的变量 `result` 还包含了分段引用信息,你可以通过 [**引用与归属**](../../knowledge-base/retrieval-test-and-citation#id-2-yin-yong-yu-gui-shu) 功能查看信息来源。 - - - 上游节点的普通变量同样可以填写至上下文变量内,例如开始节点的字符串类型变量,但 **引用与归属** 功能将会失效。 - - -- **读取文档文件** - -想要让工作流应用具备读取读取文档内容的能力,例如搭建 ChatPDF 应用,可以参考以下步骤: - -- 在 “开始” 节点内添加文件变量; -- 在 LLM 节点上游添加文档提取器节点,将文件变量作为输入变量; -- 将文档提取器节点的 **输出变量** `text` 填写至 LLM 节点中的提示词内。 - -如需了解更多,请参考[文件上传](../file-upload)。 - -![](https://assets-docs.dify.ai/2025/04/c74cf0c58aaf1f35e515044deec2a88c.png) - -- **异常处理** - -LLM 节点处理信息时有可能会遇到输入文本超过 Token 限制,未填写关键参数等错误。应用开发者可以参考以下步骤配置异常分支,在节点出现异常时启用应对方案,而避免中断整个流程。 - -1. 在 LLM 节点启用 “异常处理” -2. 选择异常处理方案并进行配置 - -如需了解更多应对异常的处理办法,请参考[异常处理](https://docs.dify.ai/guides/workflow/error-handling)。 - -![Error handling](https://assets-docs.dify.ai/2024/12/48c666959a491aa87c2232c444794dc5.png) - -- **结构化输出** - -**案例:客户信息采集表单** - -你可以通过以下视频,了解如何使用结构化输出功能采集客户信息: - -