StudySage
AI-powered study companion with automated flashcard generation, smart summaries, and personalized learning paths
Project Overview
StudySage is an intelligent study companion that leverages AI and natural language processing to enhance learning efficiency. The platform automatically generates flashcards from uploaded documents, creates concise summaries, and builds personalized learning paths based on individual progress. Using OpenAI's GPT models and custom NLP algorithms, StudySage adapts to each student's learning style, identifies knowledge gaps, and provides targeted practice recommendations.
Technologies Used
React
Interactive frontend with component-based architecture
Python
Backend AI processing and NLP pipeline
Flask
Lightweight Python web framework
OpenAI GPT
Advanced language model for content generation
spaCy
Natural language processing and entity recognition
PostgreSQL
Relational database for user progress tracking
Key Features
Development Process
AI Model Integration
Integrated OpenAI API and configured custom prompts
NLP Pipeline
Built document processing with spaCy and text extraction
Flashcard Engine
Developed automatic flashcard generation algorithm
Learning Algorithm
Implemented spaced repetition and adaptive difficulty
Frontend Interface
Created intuitive study interface with React
Analytics Dashboard
Added progress tracking and performance insights
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