urbanLifeline/dify/api/services/rag_pipeline/transform/website-crawl-parentchild.yml

dependencies:
- current_identifier: null
  type: marketplace
  value:
    plugin_unique_identifier: langgenius/parentchild_chunker:0.0.1@b1a28a27e33fec442ce494da2a7814edd7eb9d646c81f38bccfcf1133d486e40
- current_identifier: null
  type: marketplace
  value:
    plugin_unique_identifier: langgenius/firecrawl_datasource:0.0.1@f7aed0a26df0e5f4b9555371b5c9fa6db3c7dcf6a46dd1583245697bd90a539a
- current_identifier: null
  type: marketplace
  value:
    plugin_unique_identifier: langgenius/jina_datasource:0.0.1@cf23afb2c3eeccc5a187763a1947f583f0bb10aa56461e512ac4141bf930d608
kind: rag_pipeline
rag_pipeline:
  description: ''
  icon: 📙
  icon_background: ''
  icon_type: emoji
  name: website-crawl-parentchild
version: 0.1.0
workflow:
  conversation_variables: []
  environment_variables: []
  features: {}
  graph:
    edges:
    - data:
        isInLoop: false
        sourceType: tool
        targetType: knowledge-index
      id: 1752490343805-source-1752477924228-target
      source: '1752490343805'
      sourceHandle: source
      target: '1752477924228'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        isInLoop: false
        sourceType: datasource
        targetType: variable-aggregator
      id: 1752491761974-source-1752565435219-target
      source: '1752491761974'
      sourceHandle: source
      target: '1752565435219'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInIteration: false
        isInLoop: false
        sourceType: variable-aggregator
        targetType: tool
      id: 1752565435219-source-1752490343805-target
      source: '1752565435219'
      sourceHandle: source
      target: '1752490343805'
      targetHandle: target
      type: custom
      zIndex: 0
    - data:
        isInLoop: false
        sourceType: datasource
        targetType: variable-aggregator
      id: 1752565402678-source-1752565435219-target
      source: '1752565402678'
      sourceHandle: source
      target: '1752565435219'
      targetHandle: target
      type: custom
      zIndex: 0
    nodes:
    - data:
        chunk_structure: hierarchical_model
        embedding_model: text-embedding-ada-002
        embedding_model_provider: langgenius/openai/openai
        index_chunk_variable_selector:
        - '1752490343805'
        - result
        indexing_technique: high_quality
        keyword_number: 10
        retrieval_model:
          score_threshold: 0.5
          score_threshold_enabled: false
          search_method: semantic_search
          top_k: 3
          vector_setting:
            embedding_model_name: text-embedding-ada-002
            embedding_provider_name: langgenius/openai/openai
        selected: false
        title: Knowledge Base
        type: knowledge-index
      height: 114
      id: '1752477924228'
      position:
        x: 2215.5544306817387
        y: 281.3910724383104
      positionAbsolute:
        x: 2215.5544306817387
        y: 281.3910724383104
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 242
    - data:
        is_team_authorization: true
        output_schema:
          properties:
            result:
              description: Parent child chunks result
              items:
                type: object
              type: array
          type: object
        paramSchemas:
        - auto_generate: null
          default: null
          form: llm
          human_description:
            en_US: The text you want to chunk.
            ja_JP: チャンク化したいテキスト。
            pt_BR: O texto que você deseja dividir.
            zh_Hans: 你想要分块的文本。
          label:
            en_US: Input text
            ja_JP: 入力テキスト
            pt_BR: Texto de entrada
            zh_Hans: 输入文本
          llm_description: The text you want to chunk.
          max: null
          min: null
          name: input_text
          options: []
          placeholder: null
          precision: null
          required: true
          scope: null
          template: null
          type: string
        - auto_generate: null
          default: 1024
          form: llm
          human_description:
            en_US: Maximum length for chunking
            ja_JP: チャンク分割の最大長
            pt_BR: Comprimento máximo para divisão
            zh_Hans: 用于分块的最大长度
          label:
            en_US: Maximum Length
            ja_JP: 最大長
            pt_BR: Comprimento Máximo
            zh_Hans: 最大长度
          llm_description: Maximum length allowed per chunk
          max: null
          min: null
          name: max_length
          options: []
          placeholder: null
          precision: null
          required: false
          scope: null
          template: null
          type: number
        - auto_generate: null
          default: '


            '
          form: llm
          human_description:
            en_US: Separator used for chunking
            ja_JP: チャンク分割に使用する区切り文字
            pt_BR: Separador usado para divisão
            zh_Hans: 用于分块的分隔符
          label:
            en_US: Chunk Separator
            ja_JP: チャンク区切り文字
            pt_BR: Separador de Divisão
            zh_Hans: 分块分隔符
          llm_description: The separator used to split chunks
          max: null
          min: null
          name: separator
          options: []
          placeholder: null
          precision: null
          required: false
          scope: null
          template: null
          type: string
        - auto_generate: null
          default: 512
          form: llm
          human_description:
            en_US: Maximum length for subchunking
            ja_JP: サブチャンク分割の最大長
            pt_BR: Comprimento máximo para subdivisão
            zh_Hans: 用于子分块的最大长度
          label:
            en_US: Subchunk Maximum Length
            ja_JP: サブチャンク最大長
            pt_BR: Comprimento Máximo de Subdivisão
            zh_Hans: 子分块最大长度
          llm_description: Maximum length allowed per subchunk
          max: null
          min: null
          name: subchunk_max_length
          options: []
          placeholder: null
          precision: null
          required: false
          scope: null
          template: null
          type: number
        - auto_generate: null
          default: '. '
          form: llm
          human_description:
            en_US: Separator used for subchunking
            ja_JP: サブチャンク分割に使用する区切り文字
            pt_BR: Separador usado para subdivisão
            zh_Hans: 用于子分块的分隔符
          label:
            en_US: Subchunk Separator
            ja_JP: サブチャンキング用セパレーター
            pt_BR: Separador de Subdivisão
            zh_Hans: 子分块分隔符
          llm_description: The separator used to split subchunks
          max: null
          min: null
          name: subchunk_separator
          options: []
          placeholder: null
          precision: null
          required: false
          scope: null
          template: null
          type: string
        - auto_generate: null
          default: paragraph
          form: llm
          human_description:
            en_US: Split text into paragraphs based on separator and maximum chunk
              length, using split text as parent block or entire document as parent
              block and directly retrieve.
            ja_JP: セパレーターと最大チャンク長に基づいてテキストを段落に分割し、分割されたテキスト
              を親ブロックとして使用するか、文書全体を親ブロックとして使用して直接取得します。
            pt_BR: Dividir texto em parágrafos com base no separador e no comprimento
              máximo do bloco, usando o texto dividido como bloco pai ou documento
              completo como bloco pai e diretamente recuperá-lo.
            zh_Hans: 根据分隔符和最大块长度将文本拆分为段落，使用拆分文本作为检索的父块或整个文档用作父块并直接检索。
          label:
            en_US: Parent Mode
            ja_JP: 親子モード
            pt_BR: Modo Pai
            zh_Hans: 父块模式
          llm_description: Split text into paragraphs based on separator and maximum
            chunk length, using split text as parent block or entire document as parent
            block and directly retrieve.
          max: null
          min: null
          name: parent_mode
          options:
          - icon: ''
            label:
              en_US: Paragraph
              ja_JP: 段落
              pt_BR: Parágrafo
              zh_Hans: 段落
            value: paragraph
          - icon: ''
            label:
              en_US: Full Document
              ja_JP: 全文
              pt_BR: Documento Completo
              zh_Hans: 全文
            value: full_doc
          placeholder: null
          precision: null
          required: true
          scope: null
          template: null
          type: select
        - auto_generate: null
          default: 0
          form: llm
          human_description:
            en_US: Whether to remove extra spaces in the text
            ja_JP: テキスト内の余分なスペースを削除するかどうか
            pt_BR: Se deve remover espaços extras no texto
            zh_Hans: 是否移除文本中的多余空格
          label:
            en_US: Remove Extra Spaces
            ja_JP: 余分なスペースを削除
            pt_BR: Remover Espaços Extras
            zh_Hans: 移除多余空格
          llm_description: Whether to remove extra spaces in the text
          max: null
          min: null
          name: remove_extra_spaces
          options: []
          placeholder: null
          precision: null
          required: false
          scope: null
          template: null
          type: boolean
        - auto_generate: null
          default: 0
          form: llm
          human_description:
            en_US: Whether to remove URLs and emails in the text
            ja_JP: テキスト内のURLやメールアドレスを削除するかどうか
            pt_BR: Se deve remover URLs e e-mails no texto
            zh_Hans: 是否移除文本中的URL和电子邮件地址
          label:
            en_US: Remove URLs and Emails
            ja_JP: URLとメールアドレスを削除
            pt_BR: Remover URLs e E-mails
            zh_Hans: 移除URL和电子邮件地址
          llm_description: Whether to remove URLs and emails in the text
          max: null
          min: null
          name: remove_urls_emails
          options: []
          placeholder: null
          precision: null
          required: false
          scope: null
          template: null
          type: boolean
        params:
          input_text: ''
          max_length: ''
          parent_mode: ''
          remove_extra_spaces: ''
          remove_urls_emails: ''
          separator: ''
          subchunk_max_length: ''
          subchunk_separator: ''
        provider_id: langgenius/parentchild_chunker/parentchild_chunker
        provider_name: langgenius/parentchild_chunker/parentchild_chunker
        provider_type: builtin
        selected: true
        title: Parent-child Chunker
        tool_configurations: {}
        tool_description: Parent-child Chunk Structure
        tool_label: Parent-child Chunker
        tool_name: parentchild_chunker
        tool_parameters:
          input_text:
            type: mixed
            value: '{{#1752565435219.output#}}'
          max_length:
            type: variable
            value:
            - rag
            - shared
            - max_chunk_length
          parent_mode:
            type: variable
            value:
            - rag
            - shared
            - parent_mode
          remove_extra_spaces:
            type: mixed
            value: '{{#rag.shared.replace_consecutive_spaces#}}'
          remove_urls_emails:
            type: mixed
            value: '{{#rag.shared.delete_urls_email#}}'
          separator:
            type: mixed
            value: '{{#rag.shared.delimiter#}}'
          subchunk_max_length:
            type: variable
            value:
            - rag
            - shared
            - child_max_chunk_length
          subchunk_separator:
            type: mixed
            value: '{{#rag.shared.child_delimiter#}}'
        type: tool
      height: 52
      id: '1752490343805'
      position:
        x: 1853.5260563244174
        y: 281.3910724383104
      positionAbsolute:
        x: 1853.5260563244174
        y: 281.3910724383104
      selected: true
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 242
    - data:
        datasource_configurations: {}
        datasource_label: Jina Reader
        datasource_name: jina_reader
        datasource_parameters:
          crawl_sub_pages:
            type: mixed
            value: '{{#rag.1752491761974.jina_crawl_sub_pages#}}'
          limit:
            type: variable
            value:
            - rag
            - '1752491761974'
            - jina_limit
          url:
            type: mixed
            value: '{{#rag.1752491761974.jina_url#}}'
          use_sitemap:
            type: mixed
            value: '{{#rag.1752491761974.jina_use_sitemap#}}'
        plugin_id: langgenius/jina_datasource
        provider_name: jinareader
        provider_type: website_crawl
        selected: false
        title: Jina Reader
        type: datasource
      height: 52
      id: '1752491761974'
      position:
        x: 1067.7526055798794
        y: 281.3910724383104
      positionAbsolute:
        x: 1067.7526055798794
        y: 281.3910724383104
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 242
    - data:
        datasource_configurations: {}
        datasource_label: Firecrawl
        datasource_name: crawl
        datasource_parameters:
          crawl_subpages:
            type: mixed
            value: '{{#rag.1752565402678.firecrawl_crawl_sub_pages#}}'
          exclude_paths:
            type: mixed
            value: '{{#rag.1752565402678.firecrawl_exclude_paths#}}'
          include_paths:
            type: mixed
            value: '{{#rag.1752565402678.firecrawl_include_only_paths#}}'
          limit:
            type: variable
            value:
            - rag
            - '1752565402678'
            - firecrawl_limit
          max_depth:
            type: variable
            value:
            - rag
            - '1752565402678'
            - firecrawl_max_depth
          only_main_content:
            type: mixed
            value: '{{#rag.1752565402678.firecrawl_extract_main_content#}}'
          url:
            type: mixed
            value: '{{#rag.1752565402678.firecrawl_url#}}'
        plugin_id: langgenius/firecrawl_datasource
        provider_name: firecrawl
        provider_type: website_crawl
        selected: false
        title: Firecrawl
        type: datasource
      height: 52
      id: '1752565402678'
      position:
        x: 1067.7526055798794
        y: 417.32608398342404
      positionAbsolute:
        x: 1067.7526055798794
        y: 417.32608398342404
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 242
    - data:
        output_type: string
        selected: false
        title: Variable Aggregator
        type: variable-aggregator
        variables:
        - - '1752491761974'
          - content
        - - '1752565402678'
          - content
      height: 129
      id: '1752565435219'
      position:
        x: 1505.4306671642219
        y: 281.3910724383104
      positionAbsolute:
        x: 1505.4306671642219
        y: 281.3910724383104
      selected: false
      sourcePosition: right
      targetPosition: left
      type: custom
      width: 242
    viewport:
      x: -826.1791044466438
      y: -71.91725474841303
      zoom: 0.9980166672552107
  rag_pipeline_variables:
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752491761974'
    default_value: null
    label: URL
    max_length: 256
    options: []
    placeholder: https://docs.dify.ai/en/
    required: true
    tooltips: null
    type: text-input
    unit: null
    variable: jina_url
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752491761974'
    default_value: 10
    label: Limit
    max_length: 48
    options: []
    placeholder: null
    required: true
    tooltips: null
    type: number
    unit: null
    variable: jina_limit
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752491761974'
    default_value: null
    label: Crawl sub-pages
    max_length: 48
    options: []
    placeholder: null
    required: false
    tooltips: null
    type: checkbox
    unit: null
    variable: jina_crawl_sub_pages
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752491761974'
    default_value: null
    label: Use sitemap
    max_length: 48
    options: []
    placeholder: null
    required: false
    tooltips: Follow the sitemap to crawl the site. If not, Jina Reader will crawl
      iteratively based on page relevance, yielding fewer but higher-quality pages.
    type: checkbox
    unit: null
    variable: jina_use_sitemap
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: null
    label: URL
    max_length: 256
    options: []
    placeholder: https://docs.dify.ai/en/
    required: true
    tooltips: null
    type: text-input
    unit: null
    variable: firecrawl_url
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: true
    label: Crawl sub-pages
    max_length: 48
    options: []
    placeholder: null
    required: false
    tooltips: null
    type: checkbox
    unit: null
    variable: firecrawl_crawl_sub_pages
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: 10
    label: Limit
    max_length: 48
    options: []
    placeholder: null
    required: true
    tooltips: null
    type: number
    unit: null
    variable: firecrawl_limit
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: null
    label: Max depth
    max_length: 48
    options: []
    placeholder: ''
    required: false
    tooltips: Maximum depth to crawl relative to the entered URL. Depth 0 just scrapes
      the page of the entered url, depth 1 scrapes the url and everything after enteredURL
      + one /, and so on.
    type: number
    unit: null
    variable: firecrawl_max_depth
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: null
    label: Exclude paths
    max_length: 256
    options: []
    placeholder: blog/*, /about/*
    required: false
    tooltips: null
    type: text-input
    unit: null
    variable: firecrawl_exclude_paths
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: null
    label: Include only paths
    max_length: 256
    options: []
    placeholder: articles/*
    required: false
    tooltips: null
    type: text-input
    unit: null
    variable: firecrawl_include_only_paths
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: '1752565402678'
    default_value: null
    label: firecrawl_extract_main_content
    max_length: 48
    options: []
    placeholder: null
    required: false
    tooltips: null
    type: checkbox
    unit: null
    variable: firecrawl_extract_main_content
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: \n\n
    label: delimiter
    max_length: 100
    options: []
    placeholder: null
    required: true
    tooltips: A delimiter is the character used to separate text. \n\n is recommended
      for splitting the original document into large parent chunks. You can also use
      special delimiters defined by yourself.
    type: text-input
    unit: null
    variable: delimiter
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: 1024
    label: Maximum chunk length
    max_length: 48
    options: []
    placeholder: null
    required: true
    tooltips: null
    type: number
    unit: characters
    variable: max_chunk_length
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: \n
    label: Child delimiter
    max_length: 199
    options: []
    placeholder: null
    required: true
    tooltips: A delimiter is the character used to separate text. \n\n is recommended
      for splitting the original document into large parent chunks. You can also use
      special delimiters defined by yourself.
    type: text-input
    unit: null
    variable: child_delimiter
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: 512
    label: Child max chunk length
    max_length: 48
    options: []
    placeholder: null
    required: true
    tooltips: null
    type: number
    unit: characters
    variable: child_max_chunk_length
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: paragraph
    label: Parent mode
    max_length: 48
    options:
    - full_doc
    - paragraph
    placeholder: null
    required: true
    tooltips: null
    type: select
    unit: null
    variable: parent_mode
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: null
    label: Replace consecutive spaces, newlines and tabs
    max_length: 48
    options: []
    placeholder: null
    required: false
    tooltips: null
    type: checkbox
    unit: null
    variable: replace_consecutive_spaces
  - allow_file_extension: null
    allow_file_upload_methods: null
    allowed_file_types: null
    belong_to_node_id: shared
    default_value: null
    label: Delete all URLs and email addresses
    max_length: 48
    options: []
    placeholder: null
    required: false
    tooltips: null
    type: checkbox
    unit: null
    variable: delete_urls_email