AI-Powered Auto-Generate Exam Questions and Answers from Google Docs with Gemini

Say goodbye to manual question writing!

This automation turns your Google Docs into fully structured assessments — automatically generating open-ended and multiple-choice questions using AI, with validated answers and clean output to Google Sheets.

Whether you're an educator, course creator, or corporate trainer, this workflow saves hours of work while keeping assessments accurate, scalable, and curriculum-aligned.

What it does:

📄 Pulls content from Google Docs
🧠 Uses AI (Gemini + OpenAI) to create critical-thinking & MCQs
🔍 Validates answers with RAG using Qdrant vector search
📊 Outputs structured questions + answers to Google Sheets
🧩 Fully customizable for subjects, formats, and LLMs

✅ Setup guide & importable workflow included

Need help setting it up? We offer full configuration and testing for a one-time fee.