Your Intelligent Study Monster
Remi is an AI-powered productivity assistant that optimizes your academic life. It uses multi-agent AI to extract tasks from syllabi, predict detailed workload metrics, and generate balanced schedules that prevent burnout.
- Syllabus Extraction: Upload PDFs or images to auto-extract assignments and exams using PaddleOCR and ERNIE.
- Workload Prediction: Hybrid LLM and ML ERNIE + PaddlePaddle (Groq/OpenAI + LightGBM fallback) models predict time effort and stress scores.
- Smart Scheduling: Automatically balances your week based on predicted workload.
- Study Habit Analysis: Tracks completion times and focus duration to optimize your personal "Energy Profile".
- Stress Analytics: Predicts burnout risk by analyzing deadline density and study habit patterns.
- Pomodoro Focus: Built-in timer with Remi's mood tracking—keep him happy by staying focused!
- Natural Language Chat: Ask Remi "What's due this week?" or "Plan my study time".
- Guest & Cloud Modes: Start instantly without an account (local storage) or sync across devices.
Frontend (Deployed on Cloudflare)
- React + Vite + TypeScript
- Material UI (Custom Premium Theme)
- Framer Motion & Tremor (Analytics)
Backend (Deployed on Google Cloud Run)
- FastAPI (Python 3.11)
- Supabase (PostgreSQL)
- AI Core:
- Orchestrator: Multi-agent workflow management
- LLM: ERNIE primary, Groq (Llama 3.3) secondary, OpenAI (GPT-4) fallback
- OCR/NLU: PaddleOCR for layout, ERNIE for parsing
- ML: Fine-tuned ERNIE for calibrated workload predictions (Trained LightGBM for fallback)