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.
What does this workflow do?
System flow
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
Pipeline breakdown
- 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
Workflow Reputation Score
Based on executions, success rate, update frequency, component quality, and user rating.
Based on executions, success rate, update frequency, component quality, and user rating.
Components used
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 ↗How is this different from n8n or Zapier?
Unlike generic workflow builders, FlowSync workflows ship pre-configured with AI skills baked into every node — OCR, LLM reasoning, transcription, super-resolution — not just webhook triggers. Each node is white-box auditable: you see input, output, and config. Deployment is instant — no self-hosting, no API-key per node.
Use cases
- Exam preparation
- Language learning
- Certification study
- Employee training assessment
Author & Source
Data handling
FlowSync Workflow Marketplace · 68 reputation score · 25% execution · 95% success · 4-node white-box pipeline · maintained by FlowSync Official
Ready to run?
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.