Studiee

Empowering learning with personalized, AI-generated notes, quizzes, and flash cards tailored to your study material.

Comment

Inspiration

Studiee was inspired by the need for personalized, adaptive learning tools that can help students better prepare for exams. With the ever-growing volume of study material and the variety of learning styles, we wanted to create an AI-powered platform that generates customized notes, quizzes based on students' notes, and last minute flashcards ensuring relevant and focused practice.

What it does

Studiee is an intelligent notes and quiz-generation platform that tailors quizzes to specific subjects, chapters, and study materials. By leveraging AI, it creates quizzes with multiple question types (True/False, Multiple Choice) and supports time-based challenges. The platform allows users get detailed notes from their class lectures and generates quizzes that match the material for better learning outcomes.

How we built it

We built Studiee using a combination of technologies:

  • Frontend: React for the user interface, allowing for an intuitive and dynamic experience.
  • Backend: Node.js with Express to handle API requests and webhooks from Omi, manage user data, and interact with our database.
  • AI Integration: OpenAI’s GPT-4 was used to generate quizzes based on the uploaded notes.
  • Database: MongoDB to store quizzes, user data, and notes.

The AI processes the uploaded notes, identifies key concepts, and generates relevant quiz questions. The quizzes are then stored in the database and can be retrieved and taken by users.

Challenges we ran into

  • Data Privacy: Ensuring the security of sensitive user notes while allowing the AI to generate relevant questions posed a challenge. We implemented end-to-end encryption and stringent access controls.
  • Quiz Quality: Fine-tuning the AI’s ability to generate meaningful and accurate questions was an ongoing task. We had to iterate multiple times to ensure the quiz was relevant and high-quality.
  • Real-time Feedback: Implementing a timed quiz feature with real-time scoring and feedback was technically challenging, especially when syncing user progress with the backend.

Accomplishments that we're proud of

  • AI-powered Quiz Generation: Successfully integrated AI to generate personalized quizzes based on user-uploaded notes.
  • Real-Time Feedback: Implemented a scoring system that provides immediate feedback to users, helping them track their progress and learn effectively.
  • Responsive UI/UX: Designed an intuitive and mobile-responsive interface that makes it easy for users to interact with the platform.
  • Integration with OMI: This was the first time where I integrated a project with Omi. It was a bit tricky in the start but the clean and crisp documentation really helped me in the process.

What we learned

  • AI Integration: I learned how to fine-tune the AI’s outputs to ensure it aligns with the user’s study needs, and how to use GPT-4 in a real-world application. -Omi Integration: I learned how to send data from the Omi app to my own server and do magic with the data.
  • User-Centered Design: We gained valuable insights into user preferences and how to design a more intuitive interface for a diverse audience.
  • Backend Efficiency: We learned how to efficiently handle and store large datasets (such as notes and quizzes) in a NoSQL database, ensuring fast retrieval and smooth performance.

What's next for Studiee

  • Interactive Glossary of Terms: Implement a smart glossary that identifies difficult terms in notes and transcripts. Users can click on these terms for in-context definitions, detailed explanations, visual aids, and even short video tutorials.

-Rewind and Summarize: Introduce a transcript tool that lets users quickly summarize specific sections of lecture notes or transcripts. Users can rewind to a selected time frame, see key points, and even have the summary narrated back for better retention.

-Personalized Flashcard Generator: Automatically generate flashcards from notes and lecture content. These flashcards will feature spaced repetition for better memory retention and allow users to organize collections and track progress.

-Performance Analytics: Add advanced analytics to help users track their progress, identify weak areas, and receive tailored study recommendations based on their activity and quiz performance.

-Mobile App: Develop a mobile application to give users access to all features, including notes, quizzes, and summaries, allowing them to study anytime, anywhere.

Share this project:

Updates