🚀 AutoPrep.ai is an advanced educational platform designed to enrich the preparation journey of students targeting JEE and NEET exams. It offers multiple interactive features that leverage NLP and AI to enhance learning.
Frontend - https://autoprep-ai.vercel.app/
Backend - https://classbuddy-latest.onrender.com/
📸 Upload an image, and our NLP model (TF-IDF) will extract relevant Previous Year Questions based on the topic contained in image.
🧠 Helps in getting quick question for better practice & conceptual understanding.
💬 An AI-powered chatbot designed to answer student queries based on the subject matter.
⚡ Provides instant responses to aid learning.
🎯 Generates three random questions for JEE or NEET.
📚 Covers all three subjects (Physics, Chemistry, and Mathematics for JEE; Physics, Chemistry, and Biology for NEET).
🚀 Enhances quick revision and problem-solving skills.
📰 Displays the latest edu-related news and updates.
🏫 Keeps students informed about crucial developments in the education sector.
📌 Provides a daily problem from the dataset for each subject.
🏆 Assigns points for solving problems correctly.
📊 Integrated Leaderboard to track scores and compare rankings with peers.
📊 Tracks continuous practice-based progress.
📉 Displays performance in graphical representation for better insight.
Clone the repository:
git clone https://github.com/yourusername/autoprep.ai.gitNavigate to the project directory:
cd autoprep.ai/FrontendInstall dependencies:
npm install # or yarn installRun the project:
npm start # or yarn start- 🎨 Frontend: React.js
- ⚙️ Backend: Node.js
- 🗄️ Database: MongoDB
- 🧠 AI & NLP: Python (TF-IDF, NLP libraries)
👨💻 Contributions are welcome! Please fork the repository and submit a pull request.