760 lines
23 KiB
YAML
760 lines
23 KiB
YAML
app:
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description: 支持日/周/月成员摘要生成的统一 workflow，按 digest_type 分支输出严格 JSON
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icon: 🤖
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icon_background: '#E0F2FE'
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mode: workflow
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name: member_context
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use_icon_as_answer_icon: false
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dependencies:
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- current_identifier: null
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type: marketplace
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value:
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marketplace_plugin_unique_identifier: langgenius/openai_api_compatible:0.0.27@f9ce3ff5e28f09931a3a7fca59add2d09590408f7e9a3d701b10c77a60249719
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version: null
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kind: app
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version: 0.6.0
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workflow:
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conversation_variables: []
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environment_variables: []
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features:
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file_upload:
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allowed_file_extensions:
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- .TXT
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allowed_file_types:
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- document
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allowed_file_upload_methods:
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- local_file
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- remote_url
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enabled: false
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fileUploadConfig:
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audio_file_size_limit: 50
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batch_count_limit: 5
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file_size_limit: 15
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image_file_batch_limit: 10
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image_file_size_limit: 10
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single_chunk_attachment_limit: 10
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video_file_size_limit: 100
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workflow_file_upload_limit: 10
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image:
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enabled: false
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number_limits: 3
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transfer_methods:
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- local_file
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- remote_url
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number_limits: 3
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opening_statement: ''
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retriever_resource:
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enabled: false
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sensitive_word_avoidance:
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enabled: false
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speech_to_text:
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enabled: false
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suggested_questions: []
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suggested_questions_after_answer:
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enabled: false
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text_to_speech:
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enabled: false
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language: ''
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voice: ''
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graph:
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edges:
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: start
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targetType: if-else
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id: start-source-router-target
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selected: false
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source: start_node
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sourceHandle: source
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target: digest_router
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: if-else
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targetType: llm
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id: digest_router-daily-daily_llm-target
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selected: false
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source: digest_router
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sourceHandle: daily_case
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target: daily_llm
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: if-else
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targetType: llm
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id: digest_router-weekly-weekly_llm-target
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selected: false
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source: digest_router
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sourceHandle: weekly_case
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target: weekly_llm
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: if-else
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targetType: llm
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id: digest_router-monthly-monthly_llm-target
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selected: false
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source: digest_router
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sourceHandle: monthly_case
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target: monthly_llm
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: if-else
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targetType: llm
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id: digest_router-false-invalid_llm-target
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selected: false
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source: digest_router
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sourceHandle: 'false'
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target: invalid_llm
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: llm
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targetType: end
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id: daily_llm-source-end_daily-target
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selected: false
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source: daily_llm
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sourceHandle: source
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target: end_daily
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: llm
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targetType: end
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id: weekly_llm-source-end_weekly-target
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selected: false
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source: weekly_llm
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sourceHandle: source
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target: end_weekly
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: llm
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targetType: end
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id: monthly_llm-source-end_monthly-target
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selected: false
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source: monthly_llm
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sourceHandle: source
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target: end_monthly
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targetHandle: target
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type: custom
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zIndex: 0
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- data:
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isInIteration: false
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isInLoop: false
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sourceType: llm
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targetType: end
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id: invalid_llm-source-end_invalid-target
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selected: false
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source: invalid_llm
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sourceHandle: source
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target: end_invalid
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targetHandle: target
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type: custom
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zIndex: 0
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nodes:
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- data:
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desc: ''
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selected: false
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title: 开始
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type: start
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variables:
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- label: digest_type
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max_length: 32
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options: []
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required: true
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type: text-input
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variable: digest_type
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- label: query
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max_length: 120000
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options: []
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required: false
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type: paragraph
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variable: query
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- label: chatroom_id
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max_length: 128
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options: []
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required: true
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type: text-input
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variable: chatroom_id
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- label: wxid
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max_length: 128
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options: []
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required: false
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type: text-input
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variable: wxid
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- label: display_name
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max_length: 128
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options: []
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required: false
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type: text-input
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variable: display_name
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- label: digest_date
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max_length: 32
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options: []
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required: false
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type: text-input
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variable: digest_date
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- label: period_key
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max_length: 64
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options: []
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required: false
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type: text-input
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variable: period_key
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- label: member_labels
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max_length: 50000
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options: []
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required: false
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type: paragraph
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variable: member_labels
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- label: compressed_chat
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max_length: 200000
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options: []
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required: false
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type: paragraph
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variable: compressed_chat
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- label: source_items_json
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max_length: 200000
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options: []
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required: false
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type: paragraph
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variable: source_items_json
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- label: source_item_count
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max_length: 32
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options: []
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required: false
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type: text-input
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variable: source_item_count
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height: 388
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id: start_node
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position:
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x: 0
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y: 110
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positionAbsolute:
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x: 0
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y: 110
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selected: false
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sourcePosition: right
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targetPosition: left
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type: custom
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width: 242
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- data:
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cases:
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- case_id: daily_case
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conditions:
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- comparison_operator: contains
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id: daily_case_cond
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value: daily
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varType: string
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variable_selector:
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- start_node
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- digest_type
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id: daily_case
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logical_operator: and
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- case_id: weekly_case
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conditions:
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- comparison_operator: contains
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id: weekly_case_cond
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value: weekly
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varType: string
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variable_selector:
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- start_node
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- digest_type
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id: weekly_case
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logical_operator: and
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- case_id: monthly_case
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conditions:
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- comparison_operator: contains
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id: monthly_case_cond
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value: monthly
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varType: string
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variable_selector:
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- start_node
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- digest_type
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id: monthly_case
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logical_operator: and
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desc: ''
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selected: false
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title: 摘要类型分支
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type: if-else
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height: 222
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id: digest_router
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position:
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x: 312
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y: 162
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positionAbsolute:
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x: 312
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y: 162
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selected: false
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sourcePosition: right
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targetPosition: left
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type: custom
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width: 242
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- data:
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context:
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enabled: false
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variable_selector: []
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desc: ''
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error_strategy: default-value
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model:
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completion_params:
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temperature: 0.2
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mode: chat
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name: gpt-5.4-mini
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provider: langgenius/openai_api_compatible/openai_api_compatible
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prompt_template:
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- id: daily_system_prompt
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role: system
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text: |
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你是微信群后台的成员日行为证据提取器。
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任务：
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根据给定的一天群聊记录，只按 wxid 识别成员，输出每个成员当天的结构化行为观察。
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关键规则：
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1. wxid 是唯一标识。display_name 仅用于展示，不用于身份判定。
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2. 每个 wxid 最终只能输出一条记录，严禁重复输出同一个 wxid。
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3. 请先按 wxid 汇总该成员全天发言，再提取结果。
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4. 即使成员发言以短句为主，只要样本量足够，也必须尽量提炼：
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- topics
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- discussion_scenarios
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- skill_signals
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- problem_solving_signals
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- value_preferences
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- habit_signals
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- expression_markers
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- engagement_traits
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- reply_entry_points
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- social_role
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- temperament_signal
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- summary_text
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5. identity_clues、family_signals、life_stage_signals 没有明确公开证据时允许为空。
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6. 不允许因为“短句较多”就统一输出空数组和通用摘要。
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7. 不做心理诊断、不做隐私猜测、不把玩笑当事实。
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8. 只能输出候选成员列表中的 wxid。
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9. topics 更偏向反复出现的关注方向；discussion_scenarios 更偏向什么情境下会发言；skill_signals 更偏向能力表现；problem_solving_signals 更偏向怎么处理问题；value_preferences 更偏向判断偏好；social_role 更偏向当天在群里的实际作用。
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10. expression_markers 记录可观察的表达标记，如常用句式、口头禅、是否爱列步骤/贴日志；reply_entry_points 记录什么样的接话方式最容易接住他。
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输出要求：
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- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。
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- 输出格式：
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{
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"members": [
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{
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"wxid": "成员wxid",
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"display_name": "显示名",
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"topics": ["主题1"],
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"discussion_scenarios": ["场景1"],
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"identity_clues": ["身份线索1"],
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"skill_signals": ["技能信号1"],
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"problem_solving_signals": ["处理方式1"],
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"family_signals": ["家庭线索1"],
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"life_stage_signals": ["阶段线索1"],
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"value_preferences": ["价值偏好1"],
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"interaction_style": "一句中文",
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"message_pattern": "一句中文",
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"response_style_hint": "一句中文",
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"habit_signals": ["习惯1"],
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"expression_markers": ["表达标记1"],
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"engagement_traits": ["参与特征1"],
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"reply_entry_points": ["接话点1"],
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"decision_style": "一句中文",
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"social_role": "一句中文",
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"reply_taboos": ["避坑1"],
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"temperament_signal": "一句中文",
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"summary_text": "不超过100字",
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"representative_messages": ["原话1", "原话2"],
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"confidence": 0.95
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}
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]
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}
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字段约束：
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- topics、discussion_scenarios、skill_signals、problem_solving_signals、value_preferences、habit_signals、expression_markers、engagement_traits、reply_entry_points 最多 4 个
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- identity_clues、family_signals、life_stage_signals 最多 3 个
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- reply_taboos 最多 3 个
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- representative_messages 最多 3 条
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- 如果某成员样本明显不足，可以不输出该成员
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- id: daily_user_prompt
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role: user
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text: |
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摘要类型: daily
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群ID: {{#start_node.chatroom_id#}}
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日期: {{#start_node.digest_date#}}
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候选成员:
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{{#start_node.member_labels#}}
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压缩后的群聊记录:
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{{#start_node.compressed_chat#}}
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补充上下文:
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{{#start_node.query#}}
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retry_config:
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max_retries: 3
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retry_enabled: true
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retry_interval: 1000
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selected: false
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title: 日摘要生成
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type: llm
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variables: []
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vision:
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enabled: false
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height: 154
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id: daily_llm
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position:
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x: 652
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y: 18
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positionAbsolute:
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x: 652
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y: 18
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selected: false
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sourcePosition: right
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targetPosition: left
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type: custom
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width: 242
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- data:
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context:
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enabled: false
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variable_selector: []
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desc: ''
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error_strategy: default-value
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model:
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completion_params:
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temperature: 0.2
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mode: chat
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|
name: gpt-5.4-mini
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provider: langgenius/openai_api_compatible/openai_api_compatible
|
|
prompt_template:
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|
- id: weekly_system_prompt
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role: system
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text: |
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你是微信群后台的成员周摘要生成器。
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|
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任务：
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根据同一成员的多个日摘要，提炼本周重复出现的模式，过滤单日噪音，输出严格 JSON。
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关键规则：
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1. 只根据输入中的下级摘要生成，不可编造新增事实。
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2. 只有多个日摘要反复出现的特征，才允许进入 stable_topics、stable_traits、habit_patterns、reply_preferences。
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3. recent_state 只描述当前阶段状态，不要把短期现象写成长期人格。
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4. identity_traits、family_profile、life_stage_profile 只能保留反复出现的公开线索。
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5. common_scenarios、problem_solving_profile、expression_profile、reply_entry_profile 要尽量写成具体行为模式。
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输出要求：
|
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- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。
|
|
- 输出格式：
|
|
{
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"stable_topics": ["主题1"],
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"common_scenarios": ["场景1"],
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"identity_traits": ["身份特征1"],
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"skill_profile": ["技能画像1"],
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"problem_solving_profile": ["处理方式1"],
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"family_profile": ["家庭线索1"],
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"life_stage_profile": ["阶段线索1"],
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"value_profile": ["价值偏好1"],
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"stable_traits": ["特征1"],
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"habit_patterns": ["习惯1"],
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"expression_profile": ["表达标记1"],
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"reply_entry_profile": ["接话点1"],
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"reply_preferences": ["偏好1"],
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"group_role": "一句中文",
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"decision_profile": "一句中文",
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"recent_state": ["状态1"],
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"temperament_tendency": "一句中文",
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"summary_text": "一段不超过120字的周摘要",
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"confidence": 0.0
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}
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- id: weekly_user_prompt
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role: user
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text: |
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摘要类型: weekly
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群ID: {{#start_node.chatroom_id#}}
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成员: {{#start_node.display_name#}} ({{#start_node.wxid#}})
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周期: {{#start_node.period_key#}}
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下级摘要数量: {{#start_node.source_item_count#}}
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下级摘要 JSON:
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{{#start_node.source_items_json#}}
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补充上下文:
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|
{{#start_node.query#}}
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|
retry_config:
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|
max_retries: 3
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retry_enabled: true
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retry_interval: 1000
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selected: false
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|
title: 周摘要生成
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|
type: llm
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|
variables: []
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vision:
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enabled: false
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|
height: 154
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id: weekly_llm
|
|
position:
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x: 652
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y: 196
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positionAbsolute:
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x: 652
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y: 196
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selected: false
|
|
sourcePosition: right
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targetPosition: left
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|
type: custom
|
|
width: 242
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|
- data:
|
|
context:
|
|
enabled: false
|
|
variable_selector: []
|
|
desc: ''
|
|
error_strategy: default-value
|
|
model:
|
|
completion_params:
|
|
temperature: 0.2
|
|
mode: chat
|
|
name: gpt-5.4-mini
|
|
provider: langgenius/openai_api_compatible/openai_api_compatible
|
|
prompt_template:
|
|
- id: monthly_system_prompt
|
|
role: system
|
|
text: |
|
|
你是微信群后台的成员月摘要生成器。
|
|
|
|
任务：
|
|
根据同一成员的多个周摘要，提炼阶段性稳定特征，只有反复出现的模式才能进入长期层，输出严格 JSON。
|
|
|
|
关键规则：
|
|
1. 只根据输入中的下级摘要生成，不可编造新增事实。
|
|
2. 只有多个周摘要反复出现的特征，才允许进入 long_term_topics、stable_traits、habit_patterns、long_term_reply_preferences。
|
|
3. phase_state 只描述当前阶段状态，不要冒充长期人格。
|
|
4. identity_traits、family_profile、life_stage_profile 只能保留反复出现的公开线索。
|
|
5. group_role、decision_profile、problem_solving_profile、expression_profile 要总结阶段性稳定模式。
|
|
|
|
输出要求：
|
|
- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。
|
|
- 输出格式：
|
|
{
|
|
"long_term_topics": ["主题1"],
|
|
"common_scenarios": ["场景1"],
|
|
"identity_traits": ["身份特征1"],
|
|
"skill_profile": ["技能画像1"],
|
|
"problem_solving_profile": ["处理方式1"],
|
|
"family_profile": ["家庭线索1"],
|
|
"life_stage_profile": ["阶段线索1"],
|
|
"value_profile": ["价值偏好1"],
|
|
"stable_traits": ["特征1"],
|
|
"habit_patterns": ["习惯1"],
|
|
"expression_profile": ["表达标记1"],
|
|
"reply_entry_profile": ["接话点1"],
|
|
"long_term_reply_preferences": ["偏好1"],
|
|
"group_role": "一句中文",
|
|
"decision_profile": "一句中文",
|
|
"phase_state": ["状态1"],
|
|
"temperament_tendency": "一句中文",
|
|
"summary_text": "一段不超过140字的月摘要",
|
|
"confidence": 0.0
|
|
}
|
|
- id: monthly_user_prompt
|
|
role: user
|
|
text: |
|
|
摘要类型: monthly
|
|
群ID: {{#start_node.chatroom_id#}}
|
|
成员: {{#start_node.display_name#}} ({{#start_node.wxid#}})
|
|
周期: {{#start_node.period_key#}}
|
|
下级摘要数量: {{#start_node.source_item_count#}}
|
|
|
|
下级摘要 JSON:
|
|
{{#start_node.source_items_json#}}
|
|
|
|
补充上下文:
|
|
{{#start_node.query#}}
|
|
retry_config:
|
|
max_retries: 3
|
|
retry_enabled: true
|
|
retry_interval: 1000
|
|
selected: false
|
|
title: 月摘要生成
|
|
type: llm
|
|
variables: []
|
|
vision:
|
|
enabled: false
|
|
height: 154
|
|
id: monthly_llm
|
|
position:
|
|
x: 652
|
|
y: 374
|
|
positionAbsolute:
|
|
x: 652
|
|
y: 374
|
|
selected: false
|
|
sourcePosition: right
|
|
targetPosition: left
|
|
type: custom
|
|
width: 242
|
|
- data:
|
|
context:
|
|
enabled: false
|
|
variable_selector: []
|
|
default_value:
|
|
- key: text
|
|
type: string
|
|
value: '{"error":"unsupported_digest_type"}'
|
|
desc: ''
|
|
error_strategy: default-value
|
|
model:
|
|
completion_params:
|
|
temperature: 0.1
|
|
mode: chat
|
|
name: gpt-5.4-mini
|
|
provider: langgenius/openai_api_compatible/openai_api_compatible
|
|
prompt_template:
|
|
- id: invalid_system_prompt
|
|
role: system
|
|
text: |
|
|
你是一个严格返回 JSON 的错误响应器。
|
|
当摘要类型不受支持时，只返回一个紧凑 JSON。
|
|
- id: invalid_user_prompt
|
|
role: user
|
|
text: |
|
|
输入的 digest_type 是: {{#start_node.digest_type#}}
|
|
请只返回：
|
|
{"error":"unsupported_digest_type","digest_type":"原值"}
|
|
selected: false
|
|
title: 非法类型处理
|
|
type: llm
|
|
vision:
|
|
enabled: false
|
|
height: 124
|
|
id: invalid_llm
|
|
position:
|
|
x: 652
|
|
y: 552
|
|
positionAbsolute:
|
|
x: 652
|
|
y: 552
|
|
selected: false
|
|
sourcePosition: right
|
|
targetPosition: left
|
|
type: custom
|
|
width: 242
|
|
- data:
|
|
desc: ''
|
|
outputs:
|
|
- value_selector:
|
|
- daily_llm
|
|
- text
|
|
variable: text
|
|
selected: false
|
|
title: 结束-日
|
|
type: end
|
|
height: 88
|
|
id: end_daily
|
|
position:
|
|
x: 1016
|
|
y: 54
|
|
positionAbsolute:
|
|
x: 1016
|
|
y: 54
|
|
selected: false
|
|
sourcePosition: right
|
|
targetPosition: left
|
|
type: custom
|
|
width: 242
|
|
- data:
|
|
desc: ''
|
|
outputs:
|
|
- value_selector:
|
|
- weekly_llm
|
|
- text
|
|
variable: text
|
|
selected: false
|
|
title: 结束-周
|
|
type: end
|
|
height: 88
|
|
id: end_weekly
|
|
position:
|
|
x: 1016
|
|
y: 232
|
|
positionAbsolute:
|
|
x: 1016
|
|
y: 232
|
|
selected: false
|
|
sourcePosition: right
|
|
targetPosition: left
|
|
type: custom
|
|
width: 242
|
|
- data:
|
|
desc: ''
|
|
outputs:
|
|
- value_selector:
|
|
- monthly_llm
|
|
- text
|
|
variable: text
|
|
selected: false
|
|
title: 结束-月
|
|
type: end
|
|
height: 88
|
|
id: end_monthly
|
|
position:
|
|
x: 1016
|
|
y: 410
|
|
positionAbsolute:
|
|
x: 1016
|
|
y: 410
|
|
selected: false
|
|
sourcePosition: right
|
|
targetPosition: left
|
|
type: custom
|
|
width: 242
|
|
- data:
|
|
desc: ''
|
|
outputs:
|
|
- value_selector:
|
|
- invalid_llm
|
|
- text
|
|
variable: text
|
|
selected: false
|
|
title: 结束-异常
|
|
type: end
|
|
height: 88
|
|
id: end_invalid
|
|
position:
|
|
x: 1016
|
|
y: 588
|
|
positionAbsolute:
|
|
x: 1016
|
|
y: 588
|
|
selected: false
|
|
sourcePosition: right
|
|
targetPosition: left
|
|
type: custom
|
|
width: 242
|
|
viewport:
|
|
x: 60
|
|
y: 120
|
|
zoom: 0.7
|
|
rag_pipeline_variables: []
|