dify工作流

urbanLifelineServ/dify/动态知识库检索.yml

@@ -0,0 +1,368 @@
+app:
+  description: 根据用户指定的知识库进行检索，返回相似片段结构化数据。
+  icon: 🤖
+  icon_background: '#FFEAD5'
+  mode: workflow
+  name: 动态知识库检索
+  use_icon_as_answer_icon: false
+dependencies: []
+kind: app
+version: 0.5.0
+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
+      fileUploadConfig:
+        audio_file_size_limit: 50
+        batch_count_limit: 5
+        file_size_limit: 15
+        image_file_batch_limit: 10
+        image_file_size_limit: 10
+        single_chunk_attachment_limit: 10
+        video_file_size_limit: 100
+        workflow_file_upload_limit: 10
+      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
+        isInLoop: false
+        sourceType: code
+        targetType: iteration
+      id: 1747125551298-source-1747125586388-target
+      selected: false
+      source: '1747125551298'
+      sourceHandle: source
+      target: '1747125586388'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1747125586388'
+        sourceType: iteration-start
+        targetType: http-request
+      id: 1747125586388start-source-1747125795256-target
+      source: 1747125586388start
+      sourceHandle: source
+      target: '1747125795256'
+      targetHandle: target
+      type: custom
+      zIndex: 1002
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: iteration
+        targetType: code
+      id: 1747125586388-source-1747125859504-target
+      source: '1747125586388'
+      sourceHandle: source
+      target: '1747125859504'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: code
+        targetType: end
+      id: 1747125859504-source-1747125871123-target
+      source: '1747125859504'
+      sourceHandle: source
+      target: '1747125871123'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: start
+        targetType: code
+      id: 1747125462435-source-1747125551298-target
+      source: '1747125462435'
+      sourceHandle: source
+      target: '1747125551298'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    nodes:
+    - data:
+        desc: ''
+        selected: false
+        title: 开始
+        type: start
+        variables:
+        - label: 知识库集（多个Id使用英文逗号隔开）
+          max_length: 256
+          options: []
+          required: true
+          type: text-input
+          variable: dataset_ids
+        - label: 用户问题
+          max_length: 256
+          options: []
+          required: true
+          type: text-input
+          variable: query
+        - default: ''
+          hint: ''
+          label: dataset_apikey
+          max_length: 100
+          options: []
+          placeholder: ''
+          required: true
+          type: text-input
+          variable: dataset_apikey
+      height: 161
+      id: '1747125462435'
+      position:
+        x: 80
+        y: 282
+      positionAbsolute:
+        x: 80
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        code: "\nimport json\ndef main(dataset_ids:str):\n    return {\n        \"\
+          result\": json.loads(dataset_ids)\n    }\n"
+        code_language: python3
+        desc: ''
+        outputs:
+          result:
+            children: null
+            type: array[string]
+        selected: false
+        title: 知识库集
+        type: code
+        variables:
+        - value_selector:
+          - '1747125462435'
+          - dataset_ids
+          value_type: string
+          variable: dataset_ids
+      height: 52
+      id: '1747125551298'
+      position:
+        x: 682
+        y: 282
+      positionAbsolute:
+        x: 682
+        y: 282
+      selected: true
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        desc: ''
+        error_handle_mode: terminated
+        height: 231
+        is_parallel: true
+        iterator_selector:
+        - '1747125551298'
+        - result
+        output_selector:
+        - '1747125795256'
+        - body
+        output_type: array[string]
+        parallel_nums: 10
+        selected: false
+        start_node_id: 1747125586388start
+        title: 迭代
+        type: iteration
+        width: 388
+      height: 231
+      id: '1747125586388'
+      position:
+        x: 988
+        y: 282
+      positionAbsolute:
+        x: 988
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 388
+      zIndex: 1
+    - data:
+        desc: ''
+        isInIteration: true
+        selected: false
+        title: ''
+        type: iteration-start
+      draggable: false
+      height: 48
+      id: 1747125586388start
+      parentId: '1747125586388'
+      position:
+        x: 24
+        y: 68
+      positionAbsolute:
+        x: 1012
+        y: 350
+      selectable: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom-iteration-start
+      width: 44
+      zIndex: 1002
+    - data:
+        authorization:
+          config: null
+          type: no-auth
+        body:
+          data:
+          - id: key-value-274
+            key: ''
+            type: text
+            value: '{
+
+              "query": {{#1747125462435.query#}}
+
+              }'
+          type: json
+        desc: ''
+        headers: 'Authorization:Bearer {{#1747125462435.dataset_apikey#}}
+
+          Content-Type:application/json'
+        isInIteration: true
+        isInLoop: false
+        iteration_id: '1747125586388'
+        method: post
+        params: ''
+        retry_config:
+          max_retries: 3
+          retry_enabled: false
+          retry_interval: 100
+        selected: false
+        ssl_verify: true
+        timeout:
+          max_connect_timeout: 0
+          max_read_timeout: 0
+          max_write_timeout: 0
+        title: HTTP 请求
+        type: http-request
+        url: http://nginx:80/v1/datasets/{{#1747125586388.item#}}/retrieve
+        variables: []
+      height: 111
+      id: '1747125795256'
+      parentId: '1747125586388'
+      position:
+        x: 120.421417167448
+        y: 54
+      positionAbsolute:
+        x: 1108.421417167448
+        y: 336
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+      zIndex: 1002
+    - data:
+        code: "\nfunction main({arg1}) {\n    const result = [];\n    \n    // 判断arg1是否为空\n\
+          \    if (!arg1 || arg1.length === 0) {\n        return {\n            result:\
+          \ JSON.stringify([])  // 返回空数组的JSON字符串\n        };\n    }\n    \n    //\
+          \ 遍历arg1中的每个元素\n    for (const str of arg1) {\n        try {\n         \
+          \   // 解析JSON\n            const parsed = JSON.parse(str);\n           \
+          \ // 检查是否有records属性且不为空数组\n            if (parsed.records && Array.isArray(parsed.records)\
+          \ && parsed.records.length > 0) {\n                result.push(...parsed.records)\n\
+          \            }\n        } catch (e) {\n            // 如果JSON解析失败,跳过这个元素\n\
+          \            console.error('Failed to parse JSON:', e);\n        }\n   \
+          \ }\n    \n    // 将结果数组转换为JSON字符串返回\n    return {\n        result: JSON.stringify(result)\n\
+          \    }\n}\n"
+        code_language: javascript
+        desc: ''
+        outputs:
+          result:
+            children: null
+            type: string
+        selected: false
+        title: 知识库检索结果整理
+        type: code
+        variables:
+        - value_selector:
+          - '1747125586388'
+          - output
+          variable: arg1
+      height: 52
+      id: '1747125859504'
+      position:
+        x: 1436
+        y: 282
+      positionAbsolute:
+        x: 1436
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        desc: ''
+        outputs:
+        - value_selector:
+          - '1747125859504'
+          - result
+          value_type: string
+          variable: output
+        selected: false
+        title: 结束
+        type: end
+      height: 88
+      id: '1747125871123'
+      position:
+        x: 1739
+        y: 282
+      positionAbsolute:
+        x: 1739
+        y: 282
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    viewport:
+      x: -33.22404773079188
+      y: -134.2994836345366
+      zoom: 0.8705505632961247
+  rag_pipeline_variables: []

urbanLifelineServ/dify/泰豪小电.yml

@@ -0,0 +1,559 @@
+app:
+  description: ''
+  icon: 🤖
+  icon_background: '#FFEAD5'
+  mode: advanced-chat
+  name: 泰豪小电
+  use_icon_as_answer_icon: false
+dependencies:
+- current_identifier: null
+  type: marketplace
+  value:
+    marketplace_plugin_unique_identifier: langgenius/siliconflow:0.0.38@4795747d4fca05fee9daf34b1bcc110ffbbfcd9112f5f9e914f90b8b5dd549e5
+    version: null
+kind: app
+version: 0.5.0
+workflow:
+  conversation_variables:
+  - description: 设备代码
+    id: 8a1c2cb7-376c-424a-914a-52e4155d9398
+    name: device_code
+    selector:
+    - conversation
+    - device_code
+    value: ''
+    value_type: string
+  - description: 知识库访问apiKey
+    id: 9e385516-ad32-4ab5-ac90-1fa7c5126d06
+    name: dataset_apikey
+    selector:
+    - conversation
+    - dataset_apikey
+    value: ''
+    value_type: string
+  - description: 知识库id集合，json序列化
+    id: a9aaff15-cf7a-4054-a607-8ce319005703
+    name: datasets
+    selector:
+    - conversation
+    - datasets
+    value: ''
+    value_type: string
+  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
+      fileUploadConfig:
+        audio_file_size_limit: 50
+        batch_count_limit: 5
+        file_size_limit: 500
+        image_file_batch_limit: 10
+        image_file_size_limit: 10
+        single_chunk_attachment_limit: 10
+        video_file_size_limit: 100
+        workflow_file_upload_limit: 10
+      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
+        isInLoop: false
+        sourceType: start
+        targetType: if-else
+      id: 1766469212796-source-1766998282613-target
+      selected: false
+      source: '1766469212796'
+      sourceHandle: source
+      target: '1766998282613'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: start
+        targetType: if-else
+      id: 1766469212796-source-1766998308433-target
+      selected: false
+      source: '1766469212796'
+      sourceHandle: source
+      target: '1766998308433'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: if-else
+        targetType: assigner
+      id: 1766998282613-true-1766998338007-target
+      selected: false
+      source: '1766998282613'
+      sourceHandle: 'true'
+      target: '1766998338007'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: if-else
+        targetType: assigner
+      id: 1766998308433-true-1766998352957-target
+      selected: false
+      source: '1766998308433'
+      sourceHandle: 'true'
+      target: '1766998352957'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: assigner
+        targetType: tool
+      id: 1766998338007-source-1766998463133-target
+      selected: false
+      source: '1766998338007'
+      sourceHandle: source
+      target: '1766998463133'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: assigner
+        targetType: tool
+      id: 1766998352957-source-1766998463133-target
+      selected: false
+      source: '1766998352957'
+      sourceHandle: source
+      target: '1766998463133'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: if-else
+        targetType: tool
+      id: 1766998282613-false-1766998463133-target
+      selected: false
+      source: '1766998282613'
+      sourceHandle: 'false'
+      target: '1766998463133'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: if-else
+        targetType: tool
+      id: 1766998308433-false-1766998463133-target
+      selected: false
+      source: '1766998308433'
+      sourceHandle: 'false'
+      target: '1766998463133'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: tool
+        targetType: llm
+      id: 1766998463133-source-1766998751026-target
+      source: '1766998463133'
+      sourceHandle: source
+      target: '1766998751026'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: llm
+        targetType: answer
+      id: 1766998751026-source-answer-target
+      source: '1766998751026'
+      sourceHandle: source
+      target: answer
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    nodes:
+    - data:
+        selected: false
+        title: 用户输入
+        type: start
+        variables:
+        - default: ''
+          hint: ''
+          label: 知识库id集合，json序列化
+          max_length: 4096
+          options: []
+          placeholder: ''
+          required: true
+          type: paragraph
+          variable: datasets
+        - default: ''
+          hint: ''
+          label: 知识库访问apiKey
+          max_length: 100
+          options: []
+          placeholder: ''
+          required: true
+          type: text-input
+          variable: dataset_apikey
+      height: 135
+      id: '1766469212796'
+      position:
+        x: 0
+        y: 33
+      positionAbsolute:
+        x: 0
+        y: 33
+      selected: true
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        answer: '{{#1766998751026.text#}}'
+        selected: false
+        title: 直接回复
+        type: answer
+        variables: []
+      height: 103
+      id: answer
+      position:
+        x: 1770
+        y: 87
+      positionAbsolute:
+        x: 1770
+        y: 87
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        cases:
+        - case_id: 'true'
+          conditions:
+          - comparison_operator: empty
+            id: 8edef3b0-823d-481c-a4eb-254a0bd42535
+            value: ''
+            varType: string
+            variable_selector:
+            - conversation
+            - datasets
+          id: 'true'
+          logical_operator: and
+        selected: false
+        title: datasets初始化
+        type: if-else
+      height: 124
+      id: '1766998282613'
+      position:
+        x: 362
+        y: 16
+      positionAbsolute:
+        x: 362
+        y: 16
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        cases:
+        - case_id: 'true'
+          conditions:
+          - comparison_operator: empty
+            id: 2976abfb-0b2d-43ec-bb02-f547892e39de
+            value: ''
+            varType: string
+            variable_selector:
+            - conversation
+            - dataset_apikey
+          id: 'true'
+          logical_operator: and
+        selected: false
+        title: 条件分支 2
+        type: if-else
+      height: 124
+      id: '1766998308433'
+      position:
+        x: 362
+        y: 220
+      positionAbsolute:
+        x: 362
+        y: 220
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        items:
+        - input_type: variable
+          operation: over-write
+          value:
+          - '1766469212796'
+          - datasets
+          variable_selector:
+          - conversation
+          - datasets
+          write_mode: over-write
+        selected: false
+        title: 变量赋值
+        type: assigner
+        version: '2'
+      height: 84
+      id: '1766998338007'
+      position:
+        x: 724
+        y: 0
+      positionAbsolute:
+        x: 724
+        y: 0
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        items:
+        - input_type: variable
+          operation: over-write
+          value:
+          - '1766469212796'
+          - dataset_apikey
+          variable_selector:
+          - conversation
+          - dataset_apikey
+          write_mode: over-write
+        selected: false
+        title: 变量赋值 2
+        type: assigner
+        version: '2'
+      height: 84
+      id: '1766998352957'
+      position:
+        x: 724
+        y: 185
+      positionAbsolute:
+        x: 724
+        y: 185
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        is_team_authorization: true
+        paramSchemas:
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          label:
+            en_US: 知识库集（多个Id使用英文逗号隔开）
+            ja_JP: 知识库集（多个Id使用英文逗号隔开）
+            pt_BR: 知识库集（多个Id使用英文逗号隔开）
+            zh_Hans: 知识库集（多个Id使用英文逗号隔开）
+          llm_description: ''
+          max: null
+          min: null
+          name: dataset_ids
+          options: []
+          placeholder:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          precision: null
+          required: true
+          scope: null
+          template: null
+          type: string
+        - auto_generate: null
+          default: null
+          form: llm
+          human_description:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          label:
+            en_US: 用户问题
+            ja_JP: 用户问题
+            pt_BR: 用户问题
+            zh_Hans: 用户问题
+          llm_description: ''
+          max: null
+          min: null
+          name: query
+          options: []
+          placeholder:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          precision: null
+          required: true
+          scope: null
+          template: null
+          type: string
+        - auto_generate: null
+          default: ''
+          form: llm
+          human_description:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          label:
+            en_US: dataset_apikey
+            ja_JP: dataset_apikey
+            pt_BR: dataset_apikey
+            zh_Hans: dataset_apikey
+          llm_description: ''
+          max: null
+          min: null
+          name: dataset_apikey
+          options: []
+          placeholder:
+            en_US: ''
+            ja_JP: ''
+            pt_BR: ''
+            zh_Hans: ''
+          precision: null
+          required: true
+          scope: null
+          template: null
+          type: string
+        params:
+          dataset_apikey: ''
+          dataset_ids: ''
+          query: ''
+        plugin_id: null
+        plugin_unique_identifier: null
+        provider_icon:
+          background: '#FFEAD5'
+          content: 🤖
+        provider_id: 5d6141ab-e1ad-401f-a8b6-da6ce4dd682f
+        provider_name: 动态知识库检索
+        provider_type: workflow
+        selected: false
+        title: 动态知识库检索
+        tool_configurations: {}
+        tool_description: 根据用户指定的知识库进行检索，返回相似片段结构化数据。
+        tool_label: 动态知识库检索
+        tool_name: dynamic_dataset
+        tool_node_version: '2'
+        tool_parameters:
+          dataset_apikey:
+            type: mixed
+            value: '{{#conversation.dataset_apikey#}}'
+          dataset_ids:
+            type: mixed
+            value: '{{#conversation.datasets#}}'
+          query:
+            type: mixed
+            value: '{{#sys.query#}}'
+        type: tool
+      height: 52
+      id: '1766998463133'
+      position:
+        x: 1086
+        y: 113
+      positionAbsolute:
+        x: 1086
+        y: 113
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        context:
+          enabled: true
+          variable_selector:
+          - '1766998463133'
+          - text
+        model:
+          completion_params:
+            temperature: 0.7
+          mode: chat
+          name: Pro/moonshotai/Kimi-K2-Instruct
+          provider: langgenius/siliconflow/siliconflow
+        prompt_config:
+          jinja2_variables:
+          - value_selector:
+            - '1766998463133'
+            - text
+            variable: text
+        prompt_template:
+        - edition_type: jinja2
+          id: 1ee839fc-fff4-41b5-bbe3-b778b428cef4
+          jinja2_text: 根据知识库内容{{ text }}回答用户问题
+          role: system
+          text: ''
+        selected: false
+        title: LLM
+        type: llm
+        vision:
+          enabled: false
+      height: 88
+      id: '1766998751026'
+      position:
+        x: 1428
+        y: 95
+      positionAbsolute:
+        x: 1428
+        y: 95
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    viewport:
+      x: -671.7
+      y: 334.55
+      zoom: 0.7
+  rag_pipeline_variables: []