README.md

metadata

title: MathPulse AI API
emoji: 🧮
colorFrom: blue
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false

MathPulse AI Backend

FastAPI backend for the MathPulse AI educational platform.

Models Used

• meta-llama/Meta-Llama-3-8B-Instruct - AI Math Tutor, Learning Path Generation, Daily Insights
• facebook/bart-large-mnli - Student Risk Classification (zero-shot)

API Endpoints

• POST /api/chat - AI Math Tutor conversation
• POST /api/predict-risk - Student risk classification
• POST /api/predict-risk/batch - Batch risk prediction
• POST /api/learning-path - Generate personalized learning paths
• POST /api/analytics/daily-insight - Daily classroom insights
• POST /api/upload/class-records - Smart document parsing