AI-powered auto-generate exam questions and answers from Google Docs with Gemini

This workflow automates the creation of exam questions (both open-ended and multiple-choice) from educational content stored in Google Docs, using AI-powered analysis and vector database retrieval

This workflow saves educators hours of manual work while ensuring high-quality, curriculum-aligned assessments. Let me know if you'd like help adapting it for specific subjects!

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Use Cases - Educators: Rapidly generate quizzes, midterms, or flashcards. - E-learning platforms: Automate question banks for courses. - Corporate training: Create assessments for employee onboarding.

Technical Requirements: - APIs: Google Gemini, OpenAI, Qdrant, Google Workspace. - n8n Nodes: LangChain, Google Sheets/Docs, HTTP requests, code blocks.

This workflow combines AI efficiency with human-curated quality, making it a powerful tool for modern education and training.

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Advantages of This Workflow