发票比对专家-新版客运火车票2

YAML 源码

app:
  description: '本工作流主要是通过多模态发票模型实现火车票提取OCR提取，提取后在判断2个模型比对结果，作者：wwwzhouhui'' icon:
    🤖 icon_background: '
  mode: advanced-chat
  name: 发票比对专家-新版客运火车票2
  use_icon_as_answer_icon: false
kind: app
version: 0.1.2
workflow:
  conversation_variables: []
  environment_variables: []
  features:
    file_upload:
      allowed_file_extensions:
      - .JPG
      - .JPEG
      - .PNG
      - .GIF
      - .WEBP
      - .SVG
      allowed_file_types:
      - image
      allowed_file_upload_methods:
      - local_file
      - remote_url
      enabled: false
      image:
        enabled: false
        number_limits: 3
        transfer_methods:
        - local_file
        - remote_url
      number_limits: 3
    opening_statement: ''
    retriever_resource:
      enabled: true
    sensitive_word_avoidance:
      enabled: false
    speech_to_text:
      enabled: false
    suggested_questions: []
    suggested_questions_after_answer:
      enabled: false
    text_to_speech:
      enabled: false
      language: ''
      voice: ''
  graph:
    edges:
    - data:
        isInIteration: false
        sourceType: start
        targetType: document-extractor
      id: 1731206171408-source-1731206199200-target
      source: '1731206171408'
      sourceHandle: source
      target: '1731206199200'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        sourceType: document-extractor
        targetType: llm
      id: 1731206199200-source-1731206210304-target
      source: '1731206199200'
      sourceHandle: source
      target: '1731206210304'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        sourceType: document-extractor
        targetType: llm
      id: 1731206199200-source-1731206267490-target
      source: '1731206199200'
      sourceHandle: source
      target: '1731206267490'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        sourceType: llm
        targetType: llm
      id: 1731206210304-source-1731206310442-target
      source: '1731206210304'
      sourceHandle: source
      target: '1731206310442'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        sourceType: llm
        targetType: llm
      id: 1731206267490-source-1731206310442-target
      source: '1731206267490'
      sourceHandle: source
      target: '1731206310442'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        sourceType: llm
        targetType: answer
      id: 1731206310442-source-answer-target
      source: '1731206310442'
      sourceHandle: source
      target: answer
      targetHandle: target
      type: custom
      zIndex: 0
    nodes:
    - data:
        desc: ''
        selected: false
        title: 开始
        type: start
        variables:
        - allowed_file_extensions: []
          allowed_file_types:
          - image
          allowed_file_upload_methods:
          - local_file
          - remote_url
          label: file
          max_length: 48
          options: []
          required: true
          type: file
          variable: file
      height: 90
      id: '1731206171408'
      position:
        x: -485
        y: 225
      positionAbsolute:
        x: -485
        y: 225
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 244
    - data:
        answer: '{{#1731206310442.text#}}'
        desc: ''
        selected: false
        title: 直接回复
        type: answer
        variables: []
      height: 103
      id: answer
      position:
        x: 967
        y: 181
      positionAbsolute:
        x: 967
        y: 181
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 244
    - data:
        desc: ''
        is_array_file: true
        selected: false
        title: 文档提取器
        type: document-extractor
        variable_selector:
        - sys
        - files
      height: 94
      id: '1731206199200'
      position:
        x: -131
        y: 225
      positionAbsolute:
        x: -131
        y: 225
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 244
    - data:
        context:
          enabled: false
          variable_selector: []
        desc: ''
        model:
          completion_params:
            temperature: 0.7
          mode: chat
          name: Qwen/Qwen2-VL-72B-Instruct
          provider: openai_api_compatible
        prompt_template:
        - id: 74e1936e-8134-4426-8cb8-c090a834e09d
          role: system
          text: 请提取这张照片的内容，其中内容格式‘发票号码’、'开票日期’、'‘出发时间’、‘始发站’、‘终点站’、‘车次’、‘票价’、‘身份证号’、‘姓名’、‘电子客票号’、‘购买方名称’、‘统一社会信用代码’字段返回信息，返回的结果信息以json格式返回
        selected: false
        title: 发票提取模型1
        type: llm
        variables: []
        vision:
          configs:
            detail: high
            variable_selector:
            - '1731206171408'
            - file
          enabled: true
      height: 98
      id: '1731206210304'
      position:
        x: 279
        y: 33
      positionAbsolute:
        x: 279
        y: 33
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 244
    - data:
        context:
          enabled: false
          variable_selector: []
        desc: ''
        model:
          completion_params:
            temperature: 0.7
          mode: chat
          name: Qwen/Qwen2-VL-72B-Instruct
          provider: openai_api_compatible
        prompt_template:
        - id: c916b5c3-8324-4fe8-8787-0a0d589d3f13
          role: system
          text: 请提取这张照片的内容，其中内容格式‘发票号码’、'开票日期’、'‘出发时间’、‘始发站’、‘终点站’、‘车次’、‘票价’、‘身份证号’、‘姓名’、‘电子客票号’、‘购买方名称’、‘统一社会信用代码’字段返回信息，返回的结果信息以json格式返回
        - id: 36bcce9d-a41a-4c3d-9626-4a407cd828a2
          role: user
          text: '1'
        selected: false
        title: 发票提取模型2
        type: llm
        variables: []
        vision:
          configs:
            detail: high
            variable_selector:
            - '1731206171408'
            - file
          enabled: true
      height: 98
      id: '1731206267490'
      position:
        x: 254.62458422770857
        y: 395.2233033797767
      positionAbsolute:
        x: 254.62458422770857
        y: 395.2233033797767
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 244
    - data:
        context:
          enabled: false
          variable_selector: []
        desc: ''
        model:
          completion_params:
            temperature: 0.7
          mode: chat
          name: deepseek-ai/DeepSeek-V2.5
          provider: siliconflow
        prompt_template:
        - id: cd2cff8b-9bfc-4d00-bb6f-1802663b1b02
          role: system
          text: "{\n  \"Role\": \"JSON 数据比对专家\",\n\n  \"Profile\": {\n    \"专长\":\
            \ \"精确比较和分析 JSON 数据\",\n    \"经验\": \"多年处理各种结构化数据的丰富经验\",\n    \"技能\"\
            : [\"准确识别差异\", \"使用颜色高亮标注\", \"详细的比对报告生成\"]\n  },\n\n  \"Goals\": [\n\
            \    \"逐行比较两个 JSON 数据的内容\",\n    \"识别并标记所有存在的差异\",\n    \"使用颜色（红色）高亮显示不同之处\"\
            ,\n    \"生成清晰、易读的比对结果报告\"\n  ],\n\n  \"Rules\": [\n    \"必须逐个键值对进行比较，不遗漏任何字段\"\
            ,\n    \"只标注存在差异的部分，相同部分保持原样\",\n    \"使用红色作为差异标注的唯一颜色\",\n    \"对于数值型差异，需要考虑精度问题\"\
            ,\n    \"对于字符串差异，需要考虑大小写和空白字符\",\n    \"保持 JSON 的结构完整性，不改变原有的格式和顺序\"\n\
            \  ],\n\n  \"Workflows\": [\n    \"接收并解析两个待比对的 JSON 数据\",\n    \"确保两个\
            \ JSON 数据结构一致，如果不一致，报告结构差异\",\n    \"逐一比对每个键值对：\",\n    \"  - 如果键不同，标记为新增或缺失\"\
            ,\n    \"  - 如果值不同，使用红色高亮标注\",\n    \"生成详细的比对报告，包括：\",\n    \"  - 总体差异统计\"\
            ,\n    \"  - 每个差异项的具体描述\",\n    \"  - 高亮显示的 JSON 数据\"\n  ],\n\n  \"OutputFormat\"\
            : {\n    \"type\": \"json\",\n    \"structure\": {\n      \"summary\"\
            : \"总体比对结果摘要\",\n      \"differences\": [\n        {\n          \"key\"\
            : \"差异字段名\",\n          \"value1\": \"第一个 JSON 中的值\",\n          \"value2\"\
            : \"第二个 JSON 中的值\",\n          \"highlightColor\": \"red\"\n        }\n\
            \      ],\n      \"highlightedJSON\": \"包含红色高亮的完整 JSON 数据\"\n    }\n \
            \ },\n\n  \"Examples\": [\n    {\n      \"input\": {\n        \"json1\"\
            : {\n          \"价税合计（小写）\": \"263.00\",\n          \"收款人\": \"段欣冉\"\n\
            \        },\n        \"json2\": {\n          \"价税合计（小写）\": \"213.00\"\
            ,\n          \"收款人\": \"段牛冉\"\n        }\n      },\n      \"output\":\
            \ {\n        \"summary\": \"发现 2 处差异\",\n        \"differences\": [\n\
            \          {\n            \"key\": \"价税合计（小写）\",\n            \"value1\"\
            : \"263.00\",\n            \"value2\": \"213.00\",\n            \"highlightColor\"\
            : \"red\"\n          },\n          {\n            \"key\": \"收款人\",\n\
            \            \"value1\": \"段欣冉\",\n            \"value2\": \"段牛冉\",\n\
            \            \"highlightColor\": \"red\"\n          }\n        ],\n  \
            \      \"highlightedJSON\": {\n          \"价税合计（小写）\": \"<red>263.00</red>\"\
            ,\n          \"收款人\": \"<red>段欣冉</red>\"\n        }\n      }\n    }\n\
            \  ]\n}"
        - id: 0bc60692-adc4-4b9f-bb2e-e8936e430dcf
          role: user
          text: '{{#1731206210304.text#}}

            {{#1731206267490.text#}}'
        selected: true
        title: 基于文本发票比对模型
        type: llm
        variables: []
        vision:
          enabled: false
      height: 98
      id: '1731206310442'
      position:
        x: 583
        y: 217
      positionAbsolute:
        x: 583
        y: 217
      selected: true
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 244
    viewport:
      x: 469.53374570411427
      y: 272.9638162315947
      zo...（过长已截断）