FYP24044 • KGV AI Tutor
Innovating education powered by AI 🚀✨
Our solution addresses the challenge of diverse learning paces and styles in larger classrooms, ensuring every student has the equal opportunity to learn. We empower teachers to reach every learner effectively, regardless of class size.
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Project Information
Below, you will find detailed information about our KGV AI Tutor project, including the problem we’re addressing, our motivation, objectives, and solution.
Problem and Motivation
The current educational landscape is often criticised for being unable to offer students personalised learning experiences. Our solution, the KGV AI Tutor, will be the forerunner of overcoming these challenges we face.
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What is the issue at hand?
Traditional classrooms struggle to accommodate diverse learning paces and styles. Large class sizes and time constraints hinder individualized attention, where some students lag behind while others are understimulated.
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Why should we care?
The educational system’s inability to address individual learning characteristics affects overall academic performance and student engagement. We want to foster classrooms that empower every student to reach their full potential.
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How does our solution help?
By integrating with the school’s curriculum and leveraging RAG-LLM technology, the KGV AI Tutor adapts to individual learning paces, provides comprehensive progress tracking, and offers adaptive support to learners.
“AI offers an opportunity for educational equality, for improving the education of everyone.”
Dr. Rosemary Luckin
Professor of Learner Centred Design, UCL Knowledge Lab
Our Solution
The KGV AI Tutor leverages AI to revolutionize classroom learning. By offering personalized experiences, adaptive support, and progress tracking, we empower both students and teachers to achieve better educational outcomes. Our system integrates seamlessly with existing curricula, providing a tailored solution that addresses the diverse needs of modern learners.
Project Objectives
- Personalize learning experiences for each student
- Enhance teaching effectiveness through data-driven insights
- Implement advanced AI technology in education
- Develop a scalable system for widespread adoption
To find a detailed description of our project objectives, please look at our project plan.
KGV AI Tutor
Our system features
- Questionnaire to enhance personalisation of chatbot
- LLM-RAG chatbot for multiple subjects & topics
- “Smart Quiz” to retain & track syllabus statement mastery
- AI-generated gamified exercises to learn new material
- On-demand learning progress report generation tool for teachers