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三步翻译工作流

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⬡ 6 节点 ↓ 9 下载 ⚙ workflow ⭐ 90/100 2026-05-28

工作流图谱

YAML 源码

app:
  description: ''
  icon: 🔄
  icon_background: '#E0EAFF'
  mode: workflow
  name: 三步翻译工作流
  use_icon_as_answer_icon: false
dependencies:
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  type: marketplace
  value:
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kind: app
version: 0.1.5
workflow:
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        transfer_methods:
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    opening_statement: ''
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    speech_to_text:
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    suggested_questions: []
    suggested_questions_after_answer:
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      language: ''
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  graph:
    edges:
    - data:
        sourceType: start
        targetType: llm
      id: 1711067409646-1711067429397
      source: '1711067409646'
      sourceHandle: source
      target: '1711067429397'
      targetHandle: target
      type: custom
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        targetType: llm
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        selected: false
        title: 开始
        type: start
        variables:
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    - data:
        context:
          enabled: false
          variable_selector: []
        desc: 识别专有名词
        model:
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            presence_penalty: 0
            temperature: 0.7
            top_p: 1
          mode: chat
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        prompt_template:
        - id: e8a1c94f-9b13-46da-8107-2226ec754137
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          text: '<任务> 识别用户输入的技术术语。请用{XXX} -> {XXX}的格式展示翻译前后的技术术语对应关系。

            <输入文本>

            {{#1711067409646.input_text#}}

            <示例>

            Transformer -> Transformer

            Token -> Token

            Zero Shot -> 零样本

            Few Shot -> 少样本

            <专有名词>'
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        type: llm
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    - data:
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          variable_selector: []
        desc: 直接翻译
        model:
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          mode: chat
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        prompt_template:
        - id: 78118932-e541-4926-b7fc-7b83c7cc8c04
          role: system
          text: "<任务> 您是一名精通简体中文的专业译者,特别是在将专业的学术论文转换为通俗易懂的科普文章方面有着非凡的能力。请协助我把下面的英文段落翻译成中文,使其风格与中文的科普文章相似。\n\
            <限制> \n请根据英文内容直接翻译,维持原有的格式,不省略任何信息。\n<翻译前> \n{{#1711067409646.input_text#}}\n\
            <直接翻译> "
        selected: false
        title: LLM 2
        type: llm
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    - data:
        context:
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          variable_selector: []
        desc: 指出直接翻译的问题
        model:
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            presence_penalty: 0
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          mode: chat
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          provider: langgenius/openai/openai
        prompt_template:
        - id: 0c5faf03-5905-4a73-bf53-9dba152b8138
          role: system
          text: '<任务>

            根据直接翻译的结果,指出其具体存在的问题。需要提供精确描述,避免含糊其辞,并且无需增添原文中未包含的内容或格式。具体包括但不限于:

            不符合中文的表达习惯,请明确指出哪里不合适句子结构笨拙,请指出具体位置,无需提供修改建议,我们将在后续的自由翻译中进行调整表达含糊不清,难以理解,如果可能,可以试图进行解释

            <直接翻译>

            {{#1711067578643.text#}}

            <原文>

            {{#1711067409646.input_text#}}

            <直接翻译的问题>'
        selected: false
        title: LLM 3
        type: llm
        variables:
        - value_selector:
          - '1711067409646'
          - input_text
          variable: input_text
        - value_selector:
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          - text
          variable: text
        vision:
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      position:
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      selected: false
      sourcePosition: right
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      type: custom
      width: 244
    - data:
        context:
          enabled: false
          variable_selector: []
        desc: 意译 - 第二次翻译
        model:
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        prompt_template:
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          role: system
          text: "<任务>基于初次直接翻译的成果及随后识别的各项问题,我们将进行一次重新翻译,旨在更准确地传达原文的意义。在这一过程中,我们将致力于确保内容既忠于原意,又更加贴近中文的表达方式,更容易被理解。在此过程中,我们将保持原有格式不变。\n\
            <直接翻译> \n{{#1711067578643.text#}}\n<第一次翻译的问题>\n{{#1711067817657.text#}}\n\
            <意译> "
        selected: false
        title: LLM 4
        type: llm
        variables:
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          - text
          variable: direct_translation
        - value_selector:
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          - text
          variable: problems
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    - data:
        desc: ''
        outputs:
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          - text
          variable: second_translation
        selected: false
        title: 结束
        type: end
      height: 90
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