ABSTRACT : The system integrates a web-based teacher dashboard and a mobile student application for seamless interaction. A transformer-based Large Language Model (Gemini) is used for syllabus-driven question and answer generation. Teachers can upload syllabi, generate assessments, manage student doubts, and view analytics. Students access AI-generated materials and receive instant academic support through an AI chatbot. The backend is implemented using FastAPI with cloud-based storage and real-time synchronization via Firestore. Firebase Cloud Messaging enables real-time notifications. The system reduces teacher workload and improves response efficiency. Learning analytics support data-driven instructional decisions. Overall, the platform delivers a scalable and intelligent academic support solution.
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