998211c483
- 从服务器拉取完整代码 - 按框架规范整理项目结构 - 配置 Drone CI 测试环境部署 - 包含后端(FastAPI)、前端(Vue3)、管理端 技术栈: Vue3 + TypeScript + FastAPI + MySQL
772 lines
24 KiB
YAML
772 lines
24 KiB
YAML
app:
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description: 上传提炼知识点
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icon: 🤖
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icon_background: '#E4FBCC'
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mode: workflow
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name: 恩喜-01-知识点分析-考陪练
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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/openrouter:0.0.22@99ef4cf4e08292c28806abaf24f295ed66e04e4b9e74385b487fd0767c7f56df
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version: null
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kind: app
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version: 0.5.0
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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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- .JPG
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- .JPEG
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- .PNG
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- .GIF
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- .WEBP
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- .SVG
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allowed_file_types:
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- image
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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: true
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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: document-extractor
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targetType: llm
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id: 1757513748987-source-1757513757216-target
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selected: false
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source: '1757513748987'
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sourceHandle: source
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target: '1757513757216'
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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: code
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id: 1757513757216-source-1757516212204-target
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selected: false
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source: '1757513757216'
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sourceHandle: source
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target: '1757516212204'
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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: 1757513757216-fail-branch-1757572091560-target
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selected: false
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source: '1757513757216'
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sourceHandle: fail-branch
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target: '1757572091560'
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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: code
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targetType: end
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id: 1757516212204-fail-branch-1757576655478-target
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selected: false
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source: '1757516212204'
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sourceHandle: fail-branch
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target: '1757576655478'
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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: code
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targetType: iteration
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id: 1757516212204-source-1757687332404-target
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selected: false
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source: '1757516212204'
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sourceHandle: source
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target: '1757687332404'
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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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isInLoop: false
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sourceType: iteration
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targetType: end
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id: 1757687332404-source-1757522230050-target
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selected: false
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source: '1757687332404'
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sourceHandle: source
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target: '1757522230050'
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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: true
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isInLoop: false
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iteration_id: '1757687332404'
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sourceType: iteration-start
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targetType: code
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id: 1757687332404start-source-1758575376121-target
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selected: false
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source: 1757687332404start
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sourceHandle: source
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target: '1758575376121'
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targetHandle: target
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type: custom
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zIndex: 1002
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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: tool
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id: 1757513649648-source-1766636080995-target
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source: '1757513649648'
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sourceHandle: source
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target: '1766636080995'
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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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isInLoop: false
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sourceType: tool
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targetType: document-extractor
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id: 1766636080995-source-1757513748987-target
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source: '1766636080995'
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sourceHandle: source
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target: '1757513748987'
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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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isInLoop: false
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sourceType: tool
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targetType: end
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id: 1766636080995-fail-branch-1764240729694-target
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source: '1766636080995'
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sourceHandle: fail-branch
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target: '1764240729694'
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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: true
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isInLoop: false
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iteration_id: '1757687332404'
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sourceType: code
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targetType: tool
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id: 1758575376121-source-1766636254081-target
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source: '1758575376121'
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sourceHandle: source
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target: '1766636254081'
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targetHandle: target
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type: custom
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zIndex: 1002
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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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- allowed_file_extensions: []
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allowed_file_types:
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- document
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- audio
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- video
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- image
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allowed_file_upload_methods:
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- local_file
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- remote_url
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label: file
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max_length: 1
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options: []
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required: true
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type: file
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variable: file
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- label: course_name
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max_length: 255
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options: []
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required: true
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type: text-input
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variable: course_name
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- default: '1'
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label: course_id
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max_length: 48
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options: []
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required: true
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type: number
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variable: course_id
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- default: '16'
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label: material_id
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max_length: 48
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options: []
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required: true
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type: number
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variable: material_id
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height: 187
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id: '1757513649648'
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position:
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x: 30
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y: 283
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positionAbsolute:
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x: 30
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y: 283
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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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desc: ''
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is_array_file: true
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selected: false
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title: 文档提取器
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type: document-extractor
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variable_selector:
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- '1757513649648'
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- file
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height: 104
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id: '1757513748987'
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position:
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x: 934
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y: 281
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positionAbsolute:
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x: 934
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y: 281
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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: fail-branch
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model:
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completion_params:
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temperature: 0.1
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mode: chat
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name: google/gemini-3-pro-preview
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provider: langgenius/openrouter/openrouter
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prompt_template:
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- id: f0a75809-0e24-491f-bd19-964d8b2eae4c
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role: system
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text: "# 角色\n你是一个文件拆解高手，擅长将用户提交的内容进行精准拆分，拆分后的内容做个简单的优化处理使其更具可读性，但要尽量使用原文的原词原句。\n\
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\n## 技能\n### 技能 1: 内容拆分\n1. 当用户提交内容后，拆分为多段。\n2. 对拆分后的内容做简单优化，使其更具可读性，比如去掉奇怪符号（如换行符、乱码），若语句不通顺，或格式原因导致错位，则重新表达。用户可能会提交录音转文字的内容，因此可能是有错字的，注意修复这些小瑕疵。\n\
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3. 优化过程中，尽量使用原文的原词原句，特别是话术类，必须保持原有的句式、保持原词原句，而不是重构。\n4. 注意是拆分而不是重写，不需要润色，尽量不做任何处理。\n\
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5. 输出到 content。\n\n### 技能 2: 为每一个选段概括一个标题\n1. 为每个拆分出来的选段概括一个标题，并输出到 title。\n\
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\n### 技能 3: 为每一个选段说明与主题的关联\n1. 详细说明这一段与全文核心主题的关联，并输出到 topic_relation。\n\
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\n### 技能 4: 为每一个选段打上一个类型标签\n1. 用户提交的内容很有可能是一个课程、一篇讲义、一个产品的说明书，通常是用户希望他公司的员工或高管学习的知识。\n\
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2. 用户通常是医疗美容机构或轻医美、生活美容连锁品牌。\n3. 你要为每个选段打上一个知识类型的标签，最好是这几个类型中的一个：\"理论知识\"\
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, \"诊断设计\", \"操作步骤\", \"沟通话术\", \"案例分析\", \"注意事项\", \"技巧方法\", \"客诉处理\"\
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。当然你也可以为这个选段匹配一个更适合的。\n\n## 输出要求（严格按要求输出）\n请直接输出一个纯净的 JSON 数组（Array），不要包含\
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\ Markdown 标记（如 ```json），也不要包含任何解释性文字。格式如下：\n\n[\n {\n \"title\":\
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\ \"知识点标题\",\n \"content\": \"知识点内容\",\n \"topic_relation\": \"\
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知识点与主题的关系\",\n \"type\": \"知识点类型\"\n },\n {\n \"title\": \"第二个知识点标题\"\
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,\n \"content\": \"第二个知识点内容...\",\n \"topic_relation\": \"...\"\
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,\n \"type\": \"...\"\n }\n]\n\n## 限制\n- 仅围绕用户提交的内容进行拆分和关联标注，不涉及其他无关内容。\n\
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- 拆分后的内容必须最大程度保持与原文一致。\n- 关联说明需清晰合理。\n- 不论如何，不要拆分超过 20 段！"
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- id: bc1168ad-45de-475e-9365-8791306c8bb3
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role: user
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text: '课程主题：{{#1757513649648.course_name#}}
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## 用户提交的内容：
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{{#1757513748987.text#}}
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## 注意
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- 以json的格式输出
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- 不论如何，不要拆分超过20 段！'
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selected: false
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structured_output:
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schema:
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additionalProperties: false
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properties:
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content:
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description: 知识点内容
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type: string
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title:
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description: 知识点标题
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type: string
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required:
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- title
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- content
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type: object
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structured_output_enabled: false
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title: 知识点提取
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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: 124
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id: '1757513757216'
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position:
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x: 1236
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y: 283
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positionAbsolute:
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x: 1236
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y: 283
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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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code: "import json\nimport re\ndef main(arg1: str) -> dict:\n # --- 内部辅助函数：清洗文本以适配\
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\ SQL ---\n def clean_text_for_sql(text):\n if not isinstance(text,\
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\ str):\n return text\n \n # 1. 【关键修改】将物理换行符替换为\
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\ SQL 转义换行符 (\\\\n)\n # 这样 SQL 语句本身是一行，但数据库会将其解释为换行\n text\
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\ = text.replace('\\n', '\\\\n').replace('\\r', '')\n \n #\
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\ 2. 将单引号替换为两个单引号（SQL 标准转义），防止截断\n text = text.replace(\"'\", \"\
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''\")\n \n return text\n try:\n if not arg1:\n \
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\ return {\"data\": []}\n \n # --- 1. 提取 JSON 字符串\
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\ (保持不变) ---\n json_str = arg1\n match = re.search(r'```json\\\
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s*(.*?)\\s*```', arg1, re.DOTALL)\n if match:\n json_str\
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\ = match.group(1)\n else:\n start = arg1.find('[')\n\
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\ end = arg1.rfind(']')\n if start != -1 and end !=\
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\ -1:\n json_str = arg1[start:end+1]\n # --- 2. 解析\
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\ JSON ---\n data_list = json.loads(json_str)\n \n \
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\ # --- 3. 校验与清洗数据 ---\n if not isinstance(data_list, list):\n \
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\ if isinstance(data_list, dict) and \"items\" in data_list:\n\
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\ data_list = data_list[\"items\"]\n else:\n \
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\ return {\"data\": []}\n if len(data_list) >= 30:\n\
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\ data_list = data_list[:29]\n \n # 遍历列表进行清洗\n\
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\ cleaned_list = []\n for item in data_list:\n \
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\ if isinstance(item, dict):\n cleaned_item = {\n \
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\ \"title\": clean_text_for_sql(item.get(\"title\", \"\")),\n\
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\ \"content\": clean_text_for_sql(item.get(\"content\"\
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, \"\")),\n \"topic_relation\": clean_text_for_sql(item.get(\"\
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topic_relation\", \"\")),\n \"type\": clean_text_for_sql(item.get(\"\
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type\", \"\"))\n }\n cleaned_list.append(cleaned_item)\n\
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\ \n return {\"data\": cleaned_list}\n \n except json.JSONDecodeError\
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\ as e:\n print(f\"JSON解析错误: {str(e)}\")\n return {\"data\"\
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: []}\n except Exception as e:\n print(f\"处理过程中发生错误: {str(e)}\"\
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)\n return {\"data\": []}"
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code_language: python3
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||
desc: ''
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||
error_strategy: fail-branch
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||
outputs:
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||
data:
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||
children: null
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||
type: array[object]
|
||
retry_config:
|
||
max_retries: 3
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||
retry_enabled: true
|
||
retry_interval: 1000
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||
selected: false
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||
title: 转换格式
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||
type: code
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||
variables:
|
||
- value_selector:
|
||
- '1757513757216'
|
||
- text
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||
value_type: string
|
||
variable: arg1
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||
height: 117
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||
id: '1757516212204'
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position:
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||
x: 1538
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y: 283
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positionAbsolute:
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x: 1538
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y: 283
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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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desc: ''
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||
outputs:
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||
- value_selector:
|
||
- '1757687332404'
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||
- output
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||
value_type: array[string]
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||
variable: output
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||
selected: false
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||
title: 结束
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||
type: end
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||
height: 88
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||
id: '1757522230050'
|
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position:
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x: 2708
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y: 572
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positionAbsolute:
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x: 2708
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y: 572
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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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desc: ''
|
||
outputs:
|
||
- value_selector:
|
||
- '1757513757216'
|
||
- error_message
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||
value_type: string
|
||
variable: reasoning_content
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||
selected: false
|
||
title: 结束 2
|
||
type: end
|
||
height: 88
|
||
id: '1757572091560'
|
||
position:
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||
x: 1361.0212171476019
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y: 472.6567992168116
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positionAbsolute:
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x: 1361.0212171476019
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y: 472.6567992168116
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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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desc: ''
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outputs:
|
||
- value_selector:
|
||
- '1757516212204'
|
||
- error_message
|
||
value_type: string
|
||
variable: result
|
||
selected: false
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