Flashcard & Quiz Generator
Upload study material PDF — LLM extracts key concepts, generates question-answer pairs across multiple difficulty levels, exports a structured flashcard deck and quiz sheet in Excel for import into any study app.
这个工作流做什么？
系统流程
1. Docling — Layout-aware document parsing that preserves reading order and tables 2. LLM Reasoning — Large-language-model step that extracts, classifies, validates or writes structured output 3. Pandas — Tabular compute — join, aggregate, validate and reshape the extracted records 4. OpenPyXL — Writes a formatted, formula-ready Excel workbook as the deliverable
管线分解
- Docling
docling— Layout-aware document parsing that preserves reading order and tables pdf → markdown - LLM Reasoning
llm— Large-language-model step that extracts, classifies, validates or writes structured output markdown → json - Pandas
pandas— Tabular compute — join, aggregate, validate and reshape the extracted records json → csv - OpenPyXL
openpyxl— Writes a formatted, formula-ready Excel workbook as the deliverable csv → xlsx
工作流信誉评分
基于执行次数、成功率、更新频率、组件质量和用户评分。
基于执行次数、成功率、更新频率、组件质量和用户评分。
使用组件
Layout-aware document parsing that preserves reading order and tables
DS4SD/docling ↗Large-language-model step that extracts, classifies, validates or writes structured output
FlowSync proprietaryTabular compute — join, aggregate, validate and reshape the extracted records
pandas-dev/pandas ↗Writes a formatted, formula-ready Excel workbook as the deliverable
theorchard/openpyxl ↗与 n8n / Zapier 有什么不同？
与通用工作流构建器不同，FlowSync 工作流在每个节点中预置了 AI 能力——OCR、LLM 推理、转录、超分辨率——不仅仅是 webhook 触发器。每个节点都白盒可审计：你能看到输入、输出和配置。部署即时——无需自托管，无需逐节点配置 API 密钥。
使用场景
- Exam preparation
- Language learning
- Certification study
- Employee training assessment
作者与来源
数据处理
FlowSync 工作流市场 · 68 分信誉评分 · 25% 执行率 · 95% 成功率 · 4 节点白盒管线 · FlowSync Official 维护
准备好运行了吗？
Upload study material PDF — LLM extracts key concepts, generates question-answer pairs across multiple difficulty levels, exports a structured flashcard deck and quiz sheet in Excel for import into any study app.