diff --git a/docSite/assets/imgs/ai-translate-1.png b/docSite/assets/imgs/ai-translate-1.png new file mode 100644 index 000000000..237736742 Binary files /dev/null and b/docSite/assets/imgs/ai-translate-1.png differ diff --git a/docSite/assets/imgs/ai-translate-2.png b/docSite/assets/imgs/ai-translate-2.png new file mode 100644 index 000000000..6cac47f6b Binary files /dev/null and b/docSite/assets/imgs/ai-translate-2.png differ diff --git a/docSite/assets/imgs/ai-translate-3.png b/docSite/assets/imgs/ai-translate-3.png new file mode 100644 index 000000000..7f93a1072 Binary files /dev/null and b/docSite/assets/imgs/ai-translate-3.png differ diff --git a/docSite/assets/imgs/combine-subtitle.png b/docSite/assets/imgs/combine-subtitle.png new file mode 100644 index 000000000..af09e8d97 Binary files /dev/null and b/docSite/assets/imgs/combine-subtitle.png differ diff --git a/docSite/assets/imgs/cut-text.png b/docSite/assets/imgs/cut-text.png new file mode 100644 index 000000000..46113ba29 Binary files /dev/null and b/docSite/assets/imgs/cut-text.png differ diff --git a/docSite/assets/imgs/extract-subtitle.png b/docSite/assets/imgs/extract-subtitle.png new file mode 100644 index 000000000..2ee8f7c0f Binary files /dev/null and b/docSite/assets/imgs/extract-subtitle.png differ diff --git a/docSite/assets/imgs/format-original-text.png b/docSite/assets/imgs/format-original-text.png new file mode 100644 index 000000000..8481b67da Binary files /dev/null and b/docSite/assets/imgs/format-original-text.png differ diff --git a/docSite/assets/imgs/gpt-translate-example.png b/docSite/assets/imgs/gpt-translate-example.png new file mode 100644 index 000000000..3b181e97f Binary files /dev/null and b/docSite/assets/imgs/gpt-translate-example.png differ diff --git a/docSite/assets/imgs/loop-execution.png b/docSite/assets/imgs/loop-execution.png new file mode 100644 index 000000000..793677517 Binary files /dev/null and b/docSite/assets/imgs/loop-execution.png differ diff --git a/docSite/content/zh-cn/docs/workflow/examples/dalle3.md b/docSite/content/zh-cn/docs/workflow/examples/dalle3.md index cb1e1b791..d3f3c9a1f 100644 --- a/docSite/content/zh-cn/docs/workflow/examples/dalle3.md +++ b/docSite/content/zh-cn/docs/workflow/examples/dalle3.md @@ -4,7 +4,7 @@ description: '使用 HTTP 模块绘制图片' icon: 'image' draft: false toc: true -weight: 404 +weight: 408 --- | | | diff --git a/docSite/content/zh-cn/docs/workflow/examples/feishu_webhook.md b/docSite/content/zh-cn/docs/workflow/examples/feishu_webhook.md index 68ef562d0..43b055ba6 100644 --- a/docSite/content/zh-cn/docs/workflow/examples/feishu_webhook.md +++ b/docSite/content/zh-cn/docs/workflow/examples/feishu_webhook.md @@ -4,7 +4,7 @@ description: '利用工具调用模块，发送一个飞书webhook通知' icon: 'image' draft: false toc: true -weight: 404 +weight: 409 --- 该文章展示如何发送一个简单的飞书webhook通知，以此类推，发送其他类型的通知也可以这么操作。 diff --git a/docSite/content/zh-cn/docs/workflow/examples/fixingEvidence.md b/docSite/content/zh-cn/docs/workflow/examples/fixingEvidence.md index 2a59cb7a3..ddb74d24e 100644 --- a/docSite/content/zh-cn/docs/workflow/examples/fixingEvidence.md +++ b/docSite/content/zh-cn/docs/workflow/examples/fixingEvidence.md @@ -4,7 +4,7 @@ description: '利用指定回复，创建固定的开头和结尾' icon: 'healing' draft: false toc: true -weight: 401 +weight: 405 --- ![](/imgs/demo-fix-evidence1.jpg) diff --git a/docSite/content/zh-cn/docs/workflow/examples/google_search.md b/docSite/content/zh-cn/docs/workflow/examples/google_search.md index 6d8b151de..22e94af64 100644 --- a/docSite/content/zh-cn/docs/workflow/examples/google_search.md +++ b/docSite/content/zh-cn/docs/workflow/examples/google_search.md @@ -4,7 +4,7 @@ description: '将 FastGPT 接入谷歌搜索' icon: 'search' draft: false toc: true -weight: 402 +weight: 406 --- | | | diff --git a/docSite/content/zh-cn/docs/workflow/examples/lab_appointment.md b/docSite/content/zh-cn/docs/workflow/examples/lab_appointment.md index ae9a734a6..b4b5bd5e4 100644 --- a/docSite/content/zh-cn/docs/workflow/examples/lab_appointment.md +++ b/docSite/content/zh-cn/docs/workflow/examples/lab_appointment.md @@ -4,7 +4,7 @@ description: '展示高级编排操作数据库的能力' icon: 'database' draft: false toc: true -weight: 403 +weight: 407 --- | | | diff --git a/docSite/content/zh-cn/docs/workflow/examples/translate-subtitle-using-gpt.md b/docSite/content/zh-cn/docs/workflow/examples/translate-subtitle-using-gpt.md new file mode 100644 index 000000000..5fc6f8305 --- /dev/null +++ b/docSite/content/zh-cn/docs/workflow/examples/translate-subtitle-using-gpt.md @@ -0,0 +1,2217 @@ +--- +title: '长字幕翻译' +description: '利用 AI 自我反思提升翻译质量，同时循环迭代执行 AI 工作流来突破 LLM tokens 限制，实现一个高效的长字幕翻译机器人。' +icon: 'translate' +draft: false +toc: true +weight: 401 +--- + +直接使用 LLM 来翻译长字幕会遇到很多难点，这些难点也正是直接使用 AI 无法有效处理的问题： + +1. **Tokens 限制**：这是最明显的障碍。大语言模型 (LLM) 通常有输出 tokens 的限制，这意味着**对于长文本，如果不使用特殊的工作流，可能需要手动将文本分段，逐段输入 AI 进行翻译，然后再手动拼接结果**。这个过程不仅繁琐，还容易出错。 + +2. **字幕格式的保持**：对于字幕来说，时间轴信息至关重要。然而，AI 模型有时会产生 “幻觉”，即无中生有地修改或生成不存在的信息。在字幕翻译中，这可能导致 AI 错误地修改时间轴，使字幕与音频不同步。 + +3. **翻译质量**：简单的机器翻译往往无法满足观众的需求。即使是大语言模型，单轮翻译的质量也常常不尽如人意。对于字幕来说，翻译质量直接影响观看体验，糟糕的翻译会严重影响观众的沉浸感。 + +本案例将展示如何利用 FastGPT 工作流代码结合 LLM 来有效解决这些问题。我们的方法不仅能克服技术限制，还能显著提升翻译质量。 + +## 提取字幕信息 + +工作流的一大优势在于可以结合额外的操作，使 AI 能更精准地处理信息。在字幕翻译中，我们可以**先分离 SRT 字幕文件的各个组成部分，然后只让 LLM 翻译文本部分**。这种方法既节约了 token 使用，又确保了时间轴信息不被误改。 + +具体实现如下： + +1. 使用代码执行模块，对输入的原始字幕文本进行解析。 +2. 将字幕信息分类为三部分：时间信息、序号信息和文本信息。 +3. 只保留文本信息用于后续的 AI 翻译。 + +![](/imgs/extract-subtitle.png) + +这种预处理步骤大大提高了整个翻译过程的效率和准确性。 + +## 切分文本 + +为了进一步优化翻译过程，我们需要将提取出的文本信息重新组织。这一步的目的是**将文本分割成适合 LLM 处理的大小，同时保持上下文的连贯性**。 + +在本例中，我们采用以下策略： + +1. 将文本按照每 40 句为一组进行切分。这个数字是经过多次测试后得出的平衡点，既能保证翻译质量，又不会超出 LLM 的处理能力。 +2. 使用 标签分割每句文本。这种标记方法便于后续的重新组装，同时也为 AI 模型提供了清晰的句子边界。 + +![](/imgs/cut-text.png) + +这种切分方法既考虑了 AI 模型的能力限制，又保证了翻译的连贯性。通过保持适当的上下文，我们可以得到更加准确和自然的翻译结果。 + +## 格式化原文本 + +在这一步，我们构建了最终输入给 LLM 的原文本。这个步骤的关键在于如何在控制 tokens 数量的同时，为 AI 提供足够的上下文信息。我们采用了以下策略： + +1. **传入所有文本作为背景上下文。这确保 AI 能理解整段对话的语境**。 +2. 使用标签明确指出当前需要翻译的片段。这种方法既能控制 AI 的输出范围，又不会丢失整体语境。 + +![](/imgs/format-original-text.png) + +这种格式化方法使得 AI 能在理解全局的基础上，专注于翻译特定部分，从而提高翻译的准确性和连贯性。 + +## LLM 翻译 + +这是整个过程中最关键的一步。我们利用 LLM 的强大能力来实现高质量翻译。在这一步中，我们将之前提到的 “初始翻译 -> 反思 -> 提升翻译” 的过程整合到了同一个提示词中。 + +这个过程包括以下几个阶段： + +1. 第一轮直译：要求 AI 严格按照 标签逐句翻译，保证准确性。 + + ![](/imgs/ai-translate-1.png) + +2. 第二轮意译：允许 AI 自主发挥，对第一轮的结果进行修改和优化。 + +3. 第三轮反思：AI 对自己的翻译进行评价，从多个角度提出改进建议。 + + ![](/imgs/ai-translate-2.png) + +4. 最后一轮修改：根据反思阶段的建议，AI 对翻译进行最后的调整和优化。 + + ![](/imgs/ai-translate-3.png) + +这种多轮翻译和反思的方法显著提高了翻译质量。它不仅能捕捉原文的准确含义，还能使翻译更加流畅自然。 + +值得注意的是，这种方法的效果与直接分步执行相当，但工作流更加简洁高效。 + +## 整合字幕 + +完成翻译后，我们需要将所有信息重新组合成完整的字幕文件。这一步骤包括： + +1. 整合之前分离的序号信息和时间信息。 +2. 将翻译好的文本与原文本对应。 +3. 使用代码执行模块自动完成组装过程。 + +![](/imgs/combine-subtitle.png) + +这个过程不仅提高了效率，还最大限度地减少了人为错误的可能性。 + +## 循环执行 + +为了处理整个长字幕文件，我们需要一个循环执行机制。这是通过一个简单但有效的判断模块实现的： + +1. 检查当前翻译的文本块是否为最后一个。 +2. 如果不是，则将工作流重定向到格式化原文本块节点。 +3. 取出下一段需要翻译的文本，重新开始翻译和拼接过程。 + +![](/imgs/loop-execution.png) + +这种循环机制确保了整个长字幕文件能被完整处理，无论字幕有多长。 + +## 实际应用示例 + +为了验证这个方法的有效性，我们选取了一段《权力的游戏》的英文字幕，将其翻译成简体中文。可以看出我们的方法不仅能准确翻译内容，还能保持字幕的格式和时间轴信息。 + +![](/imgs/gpt-translate-example.png) + + +## 附件 + +本工作流完整配置如下，可直接复制，导入到 FastGPT 中。 + +{{% details title="工作流编排配置" closed="true" %}} + +```json +{ + "nodes": [ + { + "nodeId": "userGuide", + "name": "系统配置", + "intro": "可以配置应用的系统参数", + "avatar": "core/workflow/template/systemConfig", + "flowNodeType": "userGuide", + "position": { + "x": -1453.0815298642474, + "y": 269.10239463914263 + }, + "version": "481", + "inputs": [ + { + "key": "welcomeText", + "renderTypeList": [ + "hidden" + ], + "valueType": "string", + "label": "core.app.Welcome Text", + "value": "" + }, + { + "key": "variables", + "renderTypeList": [ + "hidden" + ], + "valueType": "any", + "label": "core.app.Chat Variable", + "value": [] + }, + { + "key": "questionGuide", + "valueType": "boolean", + "renderTypeList": [ + "hidden" + ], + "label": "core.app.Question Guide", + "value": false + }, + { + "key": "tts", + "renderTypeList": [ + "hidden" + ], + "valueType": "any", + "label": "", + "value": { + "type": "web" + } + }, + { + "key": "whisper", + "renderTypeList": [ + "hidden" + ], + "valueType": "any", + "label": "", + "value": { + "open": false, + "autoSend": false, + "autoTTSResponse": false + } + }, + { + "key": "scheduleTrigger", + "renderTypeList": [ + "hidden" + ], + "valueType": "any", + "label": "", + "value": null + } + ], + "outputs": [] + }, + { + "nodeId": "448745", + "name": "流程开始", + "intro": "", + "avatar": "core/workflow/template/workflowStart", + "flowNodeType": "workflowStart", + "position": { + "x": -1458.2511936623089, + "y": 1218.2790943636066 + }, + "version": "481", + "inputs": [ + { + "key": "userChatInput", + "renderTypeList": [ + "reference", + "textarea" + ], + "valueType": "string", + "label": "用户问题", + "required": true, + "toolDescription": "用户问题" + } + ], + "outputs": [ + { + "id": "userChatInput", + "key": "userChatInput", + "label": "core.module.input.label.user question", + "type": "static", + "valueType": "string" + } + ] + }, + { + "nodeId": "yjFO3YcM7KG2", + "name": "LLM 翻译", + "intro": "AI 大模型对话", + "avatar": "core/workflow/template/aiChat", + "flowNodeType": "chatNode", + "showStatus": true, + "position": { + "x": 2569.420973631976, + "y": 909.4127366971411 + }, + "version": "481", + "inputs": [ + { + "key": "model", + "renderTypeList": [ + "settingLLMModel", + "reference" + ], + "label": "core.module.input.label.aiModel", + "valueType": "string", + "selectedTypeIndex": 0, + "value": "claude-3-5-sonnet-20240620" + }, + { + "key": "temperature", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": 3, + "valueType": "number", + "min": 0, + "max": 10, + "step": 1 + }, + { + "key": "maxToken", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": 4000, + "valueType": "number", + "min": 100, + "max": 4000, + "step": 50 + }, + { + "key": "isResponseAnswerText", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": false, + "valueType": "boolean" + }, + { + "key": "quoteTemplate", + "renderTypeList": [ + "hidden" + ], + "label": "", + "valueType": "string" + }, + { + "key": "quotePrompt", + "renderTypeList": [ + "hidden" + ], + "label": "", + "valueType": "string" + }, + { + "key": "systemPrompt", + "renderTypeList": [ + "textarea", + "reference" + ], + "max": 3000, + "valueType": "string", + "label": "core.ai.Prompt", + "description": "core.app.tip.chatNodeSystemPromptTip", + "placeholder": "core.app.tip.chatNodeSystemPromptTip", + "value": "# Role: 资深字幕翻译专家\n\n## Background:\n你是一位经验丰富的{{source_lang}}和{{target_lang}}字幕翻译专家,精通{{source_lang}}和{{target_lang}}互译,尤其擅长将{{source_lang}}字幕译成流畅易懂的{{target_lang}}字幕。你曾多次带领团队完成大型商业电影的字幕翻译项目,所翻译的字幕广受好评。\n\n## Attention:\n- 翻译过程中要始终坚持\"信、达、雅\"的原则,但\"达\"尤为重要\n- 翻译的字幕要符合{{target_lang}}的表达习惯,通俗易懂,连贯流畅\n- 避免使用过于文绉绉的表达和晦涩难懂的典故引用 \n- 诗词歌词等内容需按原文换行和节奏分行,不破坏原排列格式 \n- 翻译对象是字幕，请进入整段文本的语境中对需要翻译的文本段进行翻译\n- 是标识每一帧字幕的标签,请严格按照对文本的分割逐帧翻译，每一帧字幕末尾不要加 \\n 回车标识，且第一帧字幕开头不需要加标识\n\n## Constraints:\n- 必须严格遵循四轮翻译流程:直译、意译、反思、提升\n- 译文要忠实原文,准确无误,不能遗漏或曲解原意\n- 最终译文使用Markdown的代码块呈现,但是不用输出markdown这个单词\n- 是标识每一帧字幕的标签,请严格按照对文本的分割逐帧翻译，每一帧字幕末尾不要加 \\n 回车标识，且第一帧字幕开头不需要加标识\n\n## Goals:\n- 通过四轮翻译流程,将{{source_lang}}字幕译成高质量的{{target_lang}}字幕\n- 翻译的字幕要准确传达原字幕意思,语言表达力求浅显易懂,朗朗上口 \n\n## Workflow:\n1. 第一轮直译:严格按照逐句翻译,不遗漏任何信息\n2. 第二轮意译:在直译的基础上用通俗流畅的{{target_lang}}意译原文,逐句翻译,保留标识标签\n3. 第三轮反思:仔细审视译文,分点列出一份建设性的批评和有用的建议清单以改进翻译，对每一句话提出建议，从以下四个角度展开\n (i) 准确性（纠正添加、误译、遗漏或未翻译的文本错误），\n (ii) 流畅性（应用{{target_lang}}的语法、拼写和标点规则，并确保没有不必要的重复），\n (iii) 风格（确保翻译反映源文本的风格并考虑其文化背景），\n (iv) 术语（确保术语使用一致且反映源文本所在领域，注意确保使用{{target_lang}}中的等效习语）\n4. 第四轮提升:严格遵循第三轮提出的建议对翻译修改,定稿出一个简洁畅达、符合大众观影习惯的字幕译文,保留标识标签\n\n## OutputFormat:\n- 每一轮前用【思考】说明该轮要点\n- 第一轮和第二轮翻译后用【翻译】呈现译文\n- 第三轮输出建议清单，分点列出，在每一点前用*xxx*标识这条建议对应的要点，如*风格*;建议前用【思考】说明该轮要点，建议后用【建议】呈现建议\n- 第四轮在\\`\\`\\`代码块中展示最终{{target_lang}}字幕文件内容，如\\`\\`\\`xxx\\`\\`\\`\n\n## Suggestions:\n- 直译时力求忠实原文,但注意控制每帧字幕的字数,必要时进行精简压缩\n- 意译时在准确表达原意的基础上,用最朴实无华的{{target_lang}}来表达\n- 反思环节重点关注译文是否符合{{target_lang}}表达习惯,是否通俗易懂,是否准确流畅,是否术语一致\n- 提升环节采用反思环节的建议对意译环节的翻译进行修改，适度采用一些口语化的表达、网络流行语等,增强字幕的亲和力\n- 注意是很重要的标识标签，请确保标签能在正确位置输出" + }, + { + "key": "history", + "renderTypeList": [ + "numberInput", + "reference" + ], + "valueType": "chatHistory", + "label": "core.module.input.label.chat history", + "description": "最多携带多少轮对话记录", + "required": true, + "min": 0, + "max": 50, + "value": 6 + }, + { + "key": "userChatInput", + "renderTypeList": [ + "reference", + "textarea" + ], + "valueType": "string", + "label": "用户问题", + "required": true, + "toolDescription": "用户问题", + "value": [ + "bxz97Vg4Omux", + "system_text" + ] + }, + { + "key": "quoteQA", + "renderTypeList": [ + "settingDatasetQuotePrompt" + ], + "label": "", + "debugLabel": "知识库引用", + "description": "", + "valueType": "datasetQuote" + } + ], + "outputs": [ + { + "id": "history", + "key": "history", + "required": true, + "label": "core.module.output.label.New context", + "description": "core.module.output.description.New context", + "valueType": "chatHistory", + "type": "static" + }, + { + "id": "answerText", + "key": "answerText", + "required": true, + "label": "core.module.output.label.Ai response content", + "description": "core.module.output.description.Ai response content", + "valueType": "string", + "type": "static" + } + ] + }, + { + "nodeId": "bxz97Vg4Omux", + "name": "LLM 翻译提示词", + "intro": "可对固定或传入的文本进行加工后输出，非字符串类型数据最终会转成字符串类型。", + "avatar": "core/workflow/template/textConcat", + "flowNodeType": "textEditor", + "position": { + "x": 1893.11421220213, + "y": 1065.1299598362698 + }, + "version": "486", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "可以引用其他节点的输出，作为文本拼接的变量，通过 {{字段名}} 来引用变量", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + } + }, + { + "key": "system_textareaInput", + "renderTypeList": [ + "textarea" + ], + "valueType": "string", + "required": true, + "label": "拼接文本", + "placeholder": "可通过 {{字段名}} 来引用变量", + "value": "你的任务是将文本从{{source_lang}}翻译成{{target_lang}}\n\n源文本如下,由XML标签和分隔:\n\n\n\n{{tagged_text}}\n\n\n\n仅翻译源文本中由和分隔的部分,将其余的源文本作为上下文\n\n重申一下,你应该只翻译文本的这一部分,这里再次显示在和之间:\n\n\n\n{{chunk_to_translate}}\n\n" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "tagged_text", + "label": "tagged_text", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "required": true, + "value": [ + "quYZgsW32ApA", + "xhXu6sdEWBnF" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "chunk_to_translate", + "label": "chunk_to_translate", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "required": true, + "value": [ + "quYZgsW32ApA", + "eCp73lztAEGK" + ] + } + ], + "outputs": [ + { + "id": "system_text", + "key": "system_text", + "label": "拼接结果", + "type": "static", + "valueType": "string" + } + ] + }, + { + "nodeId": "w4heEpNflz59", + "name": "判断是否执行结束", + "intro": "根据一定的条件，执行不同的分支。", + "avatar": "core/workflow/template/ifelse", + "flowNodeType": "ifElseNode", + "showStatus": true, + "position": { + "x": 5625.495682697096, + "y": 1199.9313115831496 + }, + "version": "481", + "inputs": [ + { + "key": "ifElseList", + "renderTypeList": [ + "hidden" + ], + "valueType": "any", + "label": "", + "value": [ + { + "condition": "AND", + "list": [ + { + "variable": [ + "a2lqxASWi1vb", + "nmBmGaARbKkl" + ], + "condition": "equalTo", + "value": "true" + } + ] + } + ] + } + ], + "outputs": [ + { + "id": "ifElseResult", + "key": "ifElseResult", + "label": "判断结果", + "valueType": "string", + "type": "static" + } + ] + }, + { + "nodeId": "a2lqxASWi1vb", + "name": "判断是否执行结束", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": 5099.256084679105, + "y": 1102.1518590433243 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({chunks, currentChunk}){\n const findIndex = chunks.findIndex((item) => item === currentChunk)\n\n return {\n isEnd: chunks.length-1 === findIndex,\n i: findIndex + 1,\n }\n}" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "arrayString", + "canEdit": true, + "key": "chunks", + "label": "chunks", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "y3WEYOQ09CGC", + "qLUQfhG0ILRX" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "currentChunk", + "label": "currentChunk", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "quYZgsW32ApA", + "eCp73lztAEGK" + ] + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "nmBmGaARbKkl", + "valueType": "boolean", + "type": "dynamic", + "key": "isEnd", + "label": "isEnd" + }, + { + "id": "nqB98uKpq6Ig", + "valueType": "number", + "type": "dynamic", + "key": "i", + "label": "i" + } + ] + }, + { + "nodeId": "quYZgsW32ApA", + "name": "格式化源文本块", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": 1251.2839737092052, + "y": 991.619268503857 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({source_text_chunks, i=0}){\n let before = source_text_chunks.slice(0, i).join(\"\");\n let current = \" \" + source_text_chunks[i] + \"\";\n let after = source_text_chunks.slice(i + 1).join(\"\");\n let tagged_text = before + current + after;\n\n return {\n tagged_text,\n chunk_to_translate: source_text_chunks[i],\n }\n}" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "number", + "canEdit": true, + "key": "i", + "label": "i", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "a2lqxASWi1vb", + "nqB98uKpq6Ig" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "arrayString", + "canEdit": true, + "key": "source_text_chunks", + "label": "source_text_chunks", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "y3WEYOQ09CGC", + "qLUQfhG0ILRX" + ] + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "xhXu6sdEWBnF", + "valueType": "string", + "type": "dynamic", + "key": "tagged_text", + "label": "tagged_text" + }, + { + "id": "eCp73lztAEGK", + "valueType": "string", + "type": "dynamic", + "key": "chunk_to_translate", + "label": "chunk_to_translate" + } + ] + }, + { + "nodeId": "izsNX8FXGD1t", + "name": "指定回复", + "intro": "该模块可以直接回复一段指定的内容。常用于引导、提示。非字符串内容传入时，会转成字符串进行输出。", + "avatar": "core/workflow/template/reply", + "flowNodeType": "answerNode", + "position": { + "x": 6399.439691374053, + "y": 1204.4024103331792 + }, + "version": "481", + "inputs": [ + { + "key": "text", + "renderTypeList": [ + "textarea", + "reference" + ], + "valueType": "any", + "required": true, + "label": "core.module.input.label.Response content", + "description": "core.module.input.description.Response content", + "placeholder": "core.module.input.description.Response content", + "value": "\n\n*** 字幕反思翻译完成！***" + } + ], + "outputs": [] + }, + { + "nodeId": "vlNHndpNuFXB", + "name": "取出 LLM 翻译第四轮文本", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": 3284.6375352131763, + "y": 950.1100995985583 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "editField": { + "key": true, + "valueType": true + }, + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({data1}){\n const result = data1.split(\"```\").filter(item => !!item.trim())\n\n if(result[result.length-1]) {\n return {\n result: result[result.length-1].trim() \n }\n }\n\n return {\n result: '未截取到翻译内容'\n }\n}" + }, + { + "key": "data1", + "valueType": "string", + "label": "data1", + "renderTypeList": [ + "reference" + ], + "description": "", + "canEdit": true, + "editField": { + "key": true, + "valueType": true + }, + "value": [ + "yjFO3YcM7KG2", + "answerText" + ], + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "qLUQfhG0ILRX", + "type": "dynamic", + "key": "result", + "valueType": "string", + "label": "result" + }, + { + "id": "gR0mkQpJ4Og8", + "type": "dynamic", + "key": "data2", + "valueType": "string", + "label": "data2" + } + ] + }, + { + "nodeId": "qlt9KJbbS9yJ", + "name": "判断源语言和目标语言是否相同", + "intro": "根据一定的条件，执行不同的分支。", + "avatar": "core/workflow/template/ifelse", + "flowNodeType": "ifElseNode", + "showStatus": true, + "position": { + "x": -648.2730659546055, + "y": 1295.3336516652123 + }, + "version": "481", + "inputs": [ + { + "key": "ifElseList", + "renderTypeList": [ + "hidden" + ], + "valueType": "any", + "label": "", + "value": [ + { + "condition": "AND", + "list": [ + { + "variable": [ + "frjbsrlnJJsR", + "qLUQfhG0ILRX" + ], + "condition": "equalTo", + "value": "false" + } + ] + } + ] + } + ], + "outputs": [ + { + "id": "ifElseResult", + "key": "ifElseResult", + "label": "判断结果", + "valueType": "string", + "type": "static" + } + ] + }, + { + "nodeId": "frjbsrlnJJsR", + "name": "判断源语言和目标语言是否相同", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": -1142.9562352499165, + "y": 1031.4486788585432 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({source_lang, target_lang}){\n \n return {\n result: source_lang === target_lang\n }\n}" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "source_lang", + "label": "source_lang", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "VARIABLE_NODE_ID", + "source_lang" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "target_lang", + "label": "target_lang", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "VARIABLE_NODE_ID", + "target_lang" + ] + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "qLUQfhG0ILRX", + "type": "dynamic", + "key": "result", + "valueType": "boolean", + "label": "result" + } + ] + }, + { + "nodeId": "dFxrGZS3Wmnz", + "name": "提示源语言与目标语言相同", + "intro": "该模块可以直接回复一段指定的内容。常用于引导、提示。非字符串内容传入时，会转成字符串进行输出。", + "avatar": "core/workflow/template/reply", + "flowNodeType": "answerNode", + "position": { + "x": -554.7555863373991, + "y": 1727.175384457058 + }, + "version": "481", + "inputs": [ + { + "key": "text", + "renderTypeList": [ + "textarea", + "reference" + ], + "valueType": "any", + "required": true, + "label": "core.module.input.label.Response content", + "description": "core.module.input.description.Response content", + "placeholder": "core.module.input.description.Response content", + "selectedTypeIndex": 0, + "value": "{{source_lang}} 无需再次翻译为 {{target_lang}} ~" + } + ], + "outputs": [] + }, + { + "nodeId": "tqzmK5oPR9BA", + "name": "输出翻译", + "intro": "该模块可以直接回复一段指定的内容。常用于引导、提示。非字符串内容传入时，会转成字符串进行输出。", + "avatar": "core/workflow/template/reply", + "flowNodeType": "answerNode", + "position": { + "x": 4378.294585712487, + "y": 1268.975092230105 + }, + "version": "481", + "inputs": [ + { + "key": "text", + "renderTypeList": [ + "textarea", + "reference" + ], + "valueType": "any", + "required": true, + "label": "core.module.input.label.Response content", + "description": "core.module.input.description.Response content", + "placeholder": "core.module.input.description.Response content", + "selectedTypeIndex": 1, + "value": [ + "ppPP6o7YYSTJ", + "dYalXmYJ60bj" + ] + } + ], + "outputs": [] + }, + { + "nodeId": "kbr342XlxSZR", + "name": "提取字幕信息", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": 185.35869756392378, + "y": 1004.6884026918935 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({text}){\n const lines = text.split('\\n');\n const timePattern = /\\d{2}:\\d{2}:\\d{2},\\d{3} --> \\d{2}:\\d{2}:\\d{2},\\d{3}/;\n const numberInfo = [];\n const timeInfo = [];\n const textInfo = [];\n let currentText = [];\n\n // 提取序号、时间戳和文本信息\n lines.forEach(line => {\n if (/^\\d+$/.test(line.trim())) {\n numberInfo.push(line.trim());\n } else if (timePattern.test(line)) {\n timeInfo.push(line);\n if (currentText.length > 0) {\n textInfo.push(currentText.join(' '));\n currentText = [];\n }\n } else if (line.trim() === '') {\n // Skip empty lines\n } else {\n currentText.push(line.trim());\n }\n });\n\n if (currentText.length > 0) {\n textInfo.push(currentText.join(' '));\n }\n\n return { numberInfo, timeInfo, textInfo };\n}" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "text", + "label": "text", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "448745", + "userChatInput" + ] + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "h3qVuGhV9HNm", + "valueType": "arrayString", + "type": "dynamic", + "key": "timeInfo", + "label": "timeInfo" + }, + { + "id": "zGYRMNA9xGuI", + "valueType": "arrayString", + "type": "dynamic", + "key": "textInfo", + "label": "textInfo" + }, + { + "id": "dhzTt6Riz8Dp", + "valueType": "arrayString", + "type": "dynamic", + "key": "numberInfo", + "label": "numberInfo" + } + ] + }, + { + "nodeId": "ppPP6o7YYSTJ", + "name": "格式化字幕文件", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": 3825.553384884565, + "y": 956.4575651844932 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({combinedText, transedText, timeInfo, currentIndex=0,numberInfo}){\n const textLines = combinedText.split('');\n const resultLines = transedText.split('');\n const combinedLines = [];\n\n resultLines.forEach((line, index) => {\n combinedLines.push(numberInfo[currentIndex+index]);\n combinedLines.push(timeInfo[currentIndex+index]);\n combinedLines.push(line)\n combinedLines.push(textLines[index]);\n combinedLines.push('');\n });\n\n const srtContent = combinedLines.join('\\n');\n \n\n return {\n srtContent,\n currentIndex: currentIndex+textLines.length\n }\n}" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "combinedText", + "label": "combinedText", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "quYZgsW32ApA", + "eCp73lztAEGK" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "string", + "canEdit": true, + "key": "transedText", + "label": "transedText", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "vlNHndpNuFXB", + "qLUQfhG0ILRX" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "arrayString", + "canEdit": true, + "key": "timeInfo", + "label": "timeInfo", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "kbr342XlxSZR", + "h3qVuGhV9HNm" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "number", + "canEdit": true, + "key": "currentIndex", + "label": "currentIndex", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "ppPP6o7YYSTJ", + "u6eqeC0pEPe0" + ] + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "arrayString", + "canEdit": true, + "key": "numberInfo", + "label": "numberInfo", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "kbr342XlxSZR", + "dhzTt6Riz8Dp" + ] + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "dYalXmYJ60bj", + "valueType": "string", + "type": "dynamic", + "key": "srtContent", + "label": "srtContent" + }, + { + "id": "u6eqeC0pEPe0", + "valueType": "number", + "type": "dynamic", + "key": "currentIndex", + "label": "currentIndex" + } + ] + }, + { + "nodeId": "y3WEYOQ09CGC", + "name": "切分文本", + "intro": "执行一段简单的脚本代码，通常用于进行复杂的数据处理。", + "avatar": "core/workflow/template/codeRun", + "flowNodeType": "code", + "showStatus": true, + "position": { + "x": 742.138506499589, + "y": 1011.2409789066801 + }, + "version": "482", + "inputs": [ + { + "key": "system_addInputParam", + "renderTypeList": [ + "addInputParam" + ], + "valueType": "dynamic", + "label": "", + "required": false, + "description": "这些变量会作为代码的运行的输入参数", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + } + }, + { + "key": "codeType", + "renderTypeList": [ + "hidden" + ], + "label": "", + "value": "js" + }, + { + "key": "code", + "renderTypeList": [ + "custom" + ], + "label": "", + "value": "function main({textArray}){\n const groupSize = 20\n const delimiter = ''\n\n const result = [];\n\n for (let i = 0; i < textArray.length; i += groupSize) {\n result.push(textArray.slice(i, i + groupSize).join(delimiter));\n }\n\n return {result};\n}" + }, + { + "renderTypeList": [ + "reference" + ], + "valueType": "arrayString", + "canEdit": true, + "key": "textArray", + "label": "textArray", + "customInputConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": true + }, + "required": true, + "value": [ + "kbr342XlxSZR", + "zGYRMNA9xGuI" + ] + } + ], + "outputs": [ + { + "id": "system_rawResponse", + "key": "system_rawResponse", + "label": "完整响应数据", + "valueType": "object", + "type": "static" + }, + { + "id": "error", + "key": "error", + "label": "运行错误", + "description": "代码运行错误信息，成功时返回空", + "valueType": "object", + "type": "static" + }, + { + "id": "system_addOutputParam", + "key": "system_addOutputParam", + "type": "dynamic", + "valueType": "dynamic", + "label": "", + "customFieldConfig": { + "selectValueTypeList": [ + "string", + "number", + "boolean", + "object", + "arrayString", + "arrayNumber", + "arrayBoolean", + "arrayObject", + "any", + "chatHistory", + "datasetQuote", + "dynamic", + "selectApp", + "selectDataset" + ], + "showDescription": false, + "showDefaultValue": false + }, + "description": "将代码中 return 的对象作为输出，传递给后续的节点。变量名需要对应 return 的 key" + }, + { + "id": "qLUQfhG0ILRX", + "type": "dynamic", + "key": "result", + "valueType": "arrayString", + "label": "result" + } + ] + } + ], + "edges": [ + { + "source": "bxz97Vg4Omux", + "target": "yjFO3YcM7KG2", + "sourceHandle": "bxz97Vg4Omux-source-right", + "targetHandle": "yjFO3YcM7KG2-target-left" + }, + { + "source": "a2lqxASWi1vb", + "target": "w4heEpNflz59", + "sourceHandle": "a2lqxASWi1vb-source-right", + "targetHandle": "w4heEpNflz59-target-left" + }, + { + "source": "w4heEpNflz59", + "target": "izsNX8FXGD1t", + "sourceHandle": "w4heEpNflz59-source-IF", + "targetHandle": "izsNX8FXGD1t-target-left" + }, + { + "source": "448745", + "target": "frjbsrlnJJsR", + "sourceHandle": "448745-source-right", + "targetHandle": "frjbsrlnJJsR-target-left" + }, + { + "source": "frjbsrlnJJsR", + "target": "qlt9KJbbS9yJ", + "sourceHandle": "frjbsrlnJJsR-source-right", + "targetHandle": "qlt9KJbbS9yJ-target-left" + }, + { + "source": "tqzmK5oPR9BA", + "target": "a2lqxASWi1vb", + "sourceHandle": "tqzmK5oPR9BA-source-right", + "targetHandle": "a2lqxASWi1vb-target-left" + }, + { + "source": "yjFO3YcM7KG2", + "target": "vlNHndpNuFXB", + "sourceHandle": "yjFO3YcM7KG2-source-right", + "targetHandle": "vlNHndpNuFXB-target-left" + }, + { + "source": "ppPP6o7YYSTJ", + "target": "tqzmK5oPR9BA", + "sourceHandle": "ppPP6o7YYSTJ-source-right", + "targetHandle": "tqzmK5oPR9BA-target-left" + }, + { + "source": "kbr342XlxSZR", + "target": "y3WEYOQ09CGC", + "sourceHandle": "kbr342XlxSZR-source-right", + "targetHandle": "y3WEYOQ09CGC-target-left" + }, + { + "source": "y3WEYOQ09CGC", + "target": "quYZgsW32ApA", + "sourceHandle": "y3WEYOQ09CGC-source-right", + "targetHandle": "quYZgsW32ApA-target-left" + }, + { + "source": "quYZgsW32ApA", + "target": "bxz97Vg4Omux", + "sourceHandle": "quYZgsW32ApA-source-right", + "targetHandle": "bxz97Vg4Omux-target-left" + }, + { + "source": "w4heEpNflz59", + "target": "quYZgsW32ApA", + "sourceHandle": "w4heEpNflz59-source-ELSE", + "targetHandle": "quYZgsW32ApA-target-left" + }, + { + "source": "qlt9KJbbS9yJ", + "target": "kbr342XlxSZR", + "sourceHandle": "qlt9KJbbS9yJ-source-IF", + "targetHandle": "kbr342XlxSZR-target-left" + }, + { + "source": "qlt9KJbbS9yJ", + "target": "dFxrGZS3Wmnz", + "sourceHandle": "qlt9KJbbS9yJ-source-ELSE", + "targetHandle": "dFxrGZS3Wmnz-target-right" + }, + { + "source": "vlNHndpNuFXB", + "target": "ppPP6o7YYSTJ", + "sourceHandle": "vlNHndpNuFXB-source-right", + "targetHandle": "ppPP6o7YYSTJ-target-left" + } + ], + "chatConfig": { + "welcomeText": "你好，欢迎使用长字幕反思翻译机器人。\n\n在完成下方设置后，可以直接输入需要翻译的文本", + "variables": [ + { + "id": "v98n5b", + "key": "source_lang", + "label": "源语言", + "type": "select", + "required": true, + "maxLen": 50, + "enums": [ + { + "value": "简体中文" + }, + { + "value": "繁體中文" + }, + { + "value": "English" + }, + { + "value": "Español" + }, + { + "value": "Français" + }, + { + "value": "Deutsch" + }, + { + "value": "Italiano" + }, + { + "value": "日本語" + }, + { + "value": "한국어" + }, + { + "value": "Русский" + }, + { + "value": "العربية" + }, + { + "value": "Bahasa Indonesia" + }, + { + "value": "Polski" + } + ], + "icon": "core/app/variable/select" + }, + { + "id": "c3tvge", + "key": "target_lang", + "label": "目标语言", + "type": "select", + "required": true, + "maxLen": 50, + "enums": [ + { + "value": "简体中文" + }, + { + "value": "繁體中文" + }, + { + "value": "English" + }, + { + "value": "Español" + }, + { + "value": "Français" + }, + { + "value": "Deutsch" + }, + { + "value": "Italiano" + }, + { + "value": "日本語" + }, + { + "value": "한국어" + }, + { + "value": "Русский" + }, + { + "value": "العربية" + }, + { + "value": "Bahasa Indonesia" + }, + { + "value": "Polski" + } + ], + "icon": "core/app/variable/select" + } + ], + "scheduledTriggerConfig": { + "cronString": "", + "timezone": "Asia/Shanghai", + "defaultPrompt": "" + }, + "_id": "6688b45317c65410d61d58aa" + } +} +``` + +{{% /details %}} \ No newline at end of file