🧠 RetentionX - AI-Powered Learning & Revision Platform

RetentionX is an AI-powered learning tool that generates flashcards and quizzes from user-uploaded documents. It uses Spaced Repetition & the Forgetting Curve to optimize revision schedules, ensuring efficient learning. 🚀

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🌟 Features

✅ AI-Generated Flashcards & Quizzes - Automatically generates flashcards and quizzes from documents.
✅ Personalized Learning Graph - Tracks user performance and identifies weaknesses.
✅ Spaced Repetition Algorithm - Optimizes revision based on the Forgetting Curve.
✅ AI-Powered Calendar - Creates a personalized study planner to reinforce weak topics.
✅ Interactive Dashboard - Visualizes progress with graphs and performance insights.

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🛠️ Tech Stack

• Frontend: React.js, Bootstrap, Plotly.js
• Backend: Python (Flask/FastAPI), OpenAI API
• Database: MongoDB Atlas
• AI & NLP: OpenAI API, Natural Language Processing (NLP)
• Authentication: JWT-based user authentication

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🚀 How to Run

1️⃣ Backend Setup

cd backend
pip install -r requirements.txt
python app.py

2️⃣Frontend Setup

cd retentionx
npm install
npm start

🏆 Challenges We Ran Into

Integrating AI-generated quizzes - We fine-tuned our API calls to improve accuracy.
Implementing Spaced Repetition - We used the Forgetting Curve formula to determine optimal review times.
Syncing Frontend & Backend - Resolved authentication issues by refining our JWT-based system.

📅 Future Improvements

🧑‍🎓 Adaptive difficulty for quizzes
📊 More detailed learning analytics
📅 Improved scheduling with deeper AI insights

📜 License

This project is licensed under the MIT License.