hadithedetonator/tutor-ai-llm-toolkit
Tutor-Ai is a SaaS platform for teachers to manage class quizzes and grade student submissions using OCR technology. Built with Django, it features Llama-3 & Gemma:7b, Google Vision API integration for automatic grading, and is hosted on Google Cloud. It offers a secure, scalable, and user-friendly solution for educators.
The platform implements prompt templating to structure quiz generation and uses Google Vision's OCR to extract and evaluate handwritten responses, with a review workflow allowing teachers to override AI-generated grades. The architecture separates quiz creation, student submission capture, and automated grading pipelines across modular Django apps, while storing submissions and grades in Cloud SQL for production deployments.
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Feb 18, 2026
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