Welcome to the AI-Powered Study Assistant, a platform designed to revolutionize learning through the use of cutting-edge AI models. This project includes a range of features, such as automated quiz generation, personalized flashcards, and interactive diagram reading, which together create a tailored learning experience.
Discover the AI-Powered Study Assistant:
- Experience personalized learning through our unique features.
Watch the Demo Video on YouTube
Explore our presentation that outlines the features and functionalities of the AI-Powered Study Assistant.
The Login Page offers a seamless and secure authentication process for users. Once logged in, students and educators can access personalized content tailored to their needs.
The Home Page serves as the main hub for the platform, giving users access to all the available tools, courses, and study features. It provides an intuitive and user-friendly interface for easy navigation.
The platform features an advanced Quiz Generation tool, powered by a Retrieval-Augmented Generation (RAG) system, which creates quizzes based on uploaded documents such as PDFs, PPTs, and notes. The quizzes adapt to the learner’s performance, offering a dynamic learning experience.
The Dashboard tracks user progress across quizzes, flashcards, and other study activities. It includes detailed performance analytics and integrates a SWOT (Strengths, Weaknesses, Opportunities, Threats) Analysis feature to help users assess their learning strengths and areas of improvement.
The Course Generator creates comprehensive summaries and personalized learning paths from study materials. It helps streamline the learning process by condensing large volumes of information into manageable summaries.
The Canvas feature allows users to generate AI-powered video lectures based on their study material. These videos are equipped with Text-to-Speech (TTS) capabilities to enhance the learning experience.
The platform automatically generates flashcards from uploaded documents using AI-powered summaries. The flashcards adjust in difficulty based on the user’s performance, ensuring a focused and effective study session.
The Sticky Notes feature allows users to create and manage bite-sized summaries of key concepts. It helps students keep track of important information in a concise and organized manner.
Unlike typical RAG systems that only handle textual data, our platform includes a Diagram Reader that leverages the LLaMA + Llava models to read and interpret diagrams. This feature provides in-depth explanations of visual data, offering students a unique way to interact with images and diagrams.
The AI-Powered Study Assistant is built using a variety of cutting-edge technologies:
- Retrieval-Augmented Generation (RAG) for quiz and flashcard generation.
- LLaMA + Llava Models for image and diagram interpretation, providing capabilities beyond typical AI study assistants.
- Gemini API for automated flashcard summaries.
- Text-to-Speech (TTS) for AI-generated video lectures.
- Caching system in quiz generation to improve performance and speed by storing previously generated questions.