Templates / Convert PDF content to an MCQ question bank in Excel with Google Gemini

Convert PDF content to an MCQ question bank in Excel with Google Gemini

Ready for 3.0

by Ramdoni ✓ · 406 views · created 2026-03-18 · Document Extraction, AI Summarization

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 13 nodes and runs when an HTTP POST request hits its webhook URL. Along the way it connects Google Gemini, Telegram and Google Drive.

How it runs

Trigger: When an HTTP POST request hits its webhook URL.

  1. Validate Parameter & PDF (Code): runs custom JavaScript code
  2. Condition Valid (If): checks a condition and branches into true / false
  3. Extract from File: extracts data from a file (pdf)
  4. Respond Success (Respond to Webhook): sends the response back to the webhook caller
  5. Respond Failed (Respond to Webhook): sends the response back to the webhook caller
  6. Chunk (Code): runs custom JavaScript code
  7. Message a model (Google Gemini): uses Google Gemini
  8. Cleaner (Code): runs custom JavaScript code
  9. Convert to File: converts data to a file (xlsx)
  10. Send a document (Telegram): send document

…plus 2 more steps. See the full node list below.

Services it uses

Google GeminiTelegramGoogle Drive

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (10)

From the author

🚀 Convert PDF to MCQ Question Bank in Excel with AI (Gemini) Convert any PDF into a structured Multiple Choice Question (MCQ) bank with answer keys and explanations — fully automated using n8n and Google Gemini. --- 🎯 Use Case - Teachers & Educators -…

Excerpt from Ramdoni's description on n8n.io.

View the original on n8n.io → Check your own copy

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