MindFlow is an adaptive learning companion that personalises education by tailoring content based on user feedback and performance. By leveraging AI-driven content generation, MindFlow transforms learning resources into interactive modules, making education more engaging and accessible.
MindFlow supports multiple modalities—including interactive quizzes—to match individual learning styles. It dynamically adjusts difficulty and presentation in real time, ensuring users always learn at the right pace. Additionally, MindFlow prevents misinformation, enhances accessibility with text-to-speech and speech-to-text, and even aids in decision-making by providing contextual insights.
- 📂 Upload & Convert Resources – Users can upload PDFs, slides, and videos, which are then transformed into structured learning materials.
- 🧠 AI-Powered Concept Understanding – Analyses documents and extracts key concepts to generate concise summaries, flashcards, and quizzes.
- 🎯 Adaptive Learning Paths – Dynamically adjusts difficulty and presentation based on user performance and feedback.
- ✍️ Interactive Quizzes – Reinforces learning with AI-generated quizzes and condensed study material.
- 🔎 Retrieval-Augmented Generation (RAG) – Provides accurate, contextual information by pulling from verified sources.
- 🎮 Gamification Elements – Keeps users engaged with achievements and progress tracking.
- 🎙️ Multimodal AI Accessibility – Supports text-to-speech, speech-to-text, and multimodal interactions for enhanced accessibility.
- 🤖 Decision Support & Information Integrity – Assists in research and analysis while mitigating misinformation.
- Frontend: React, Next.js
- Backend: Flask
- AI & NLP: Custom RAG pipeline, OpenAI, deep learning based text-to-speech & speech-to-text
- Integrations: LangChain, Hugging Face
As we continue improving MindFlow, we aim to introduce even more intelligent features and enhancements, including:
- 🌍 Multilingual Support – Expanding accessibility for a global audience.
- 🤝 Collaborative Learning Features – Enabling group study sessions and shared learning experiences.
- 🎨 Customisable Learning Environments – Allowing users to tailor UI themes and interaction modes.
- 🕵️ Advanced Research Tools – Enhancing document analysis with deeper contextual insights.
- 📊 Analytics & Learning Insights – Providing in-depth progress tracking and performance analytics.