Flash Flow
Link to open source: https://github.com/kushagra-mullick/gdg_flashflow_vibecheck
Link to Live Project: https://flashflowproject.vercel.app/
Summary of what is written down -> FlashFlow is an AI-powered study platform that converts PDFs, notes, or topics into smart flashcards and quizzes. It uses spaced repetition (SM-2) and active recall to adapt to each user’s performance, focusing on weak areas for better retention. With features like AI generation, quiz mode, and performance analytics, FlashFlow turns passive studying into a fast, personalized, and effective learning system.
Main Description starts below:
FlashFlow is an AI-powered learning platform designed to transform how students consume and retain information. It takes unstructured inputs such as PDFs, notes, or raw topics and intelligently converts them into well-structured flashcards, including support for mathematical notation using KaTeX. Instead of passive reading, FlashFlow shifts users into an active learning loop powered by proven cognitive techniques.
At its core, FlashFlow integrates a spaced repetition system inspired by the SM-2 algorithm, dynamically scheduling reviews based on individual user performance. Users interact with the system through a dedicated active recall engine, where they study concepts and are evaluated through adaptive quiz modes. Based on responses such as Again, Hard, Good, or Easy, the system continuously adjusts the frequency and priority of flashcards, ensuring that weaker areas are reinforced while mastered concepts are reviewed less frequently.
Beyond learning, FlashFlow provides a complete study ecosystem. It organizes content into structured decks, enables seamless switching between study and quiz modes, and offers a clean, distraction-free interface designed for focus. The platform also includes a performance analytics dashboard that tracks streaks, study time, quiz accuracy, and learning patterns, giving users clear insights into their progress and retention over time.
The goal of FlashFlow is simple: reduce the time it takes to learn while significantly improving long-term retention. By combining AI-driven content generation, adaptive learning algorithms, and real-time performance feedback, FlashFlow moves beyond traditional studying methods and creates a personalized, efficient, and results-driven learning experience for students and self-learners.
