INTELLIGENT CHATBOTS FOR EDUCATION AND TUTORING

Abstract

EDUBOT is an advanced Artificial Intelligence-based study assistant designed to transform the traditional learning process into an interactive, intelligent, and personalized experience. With the rapid advancement of Generative AI technologies, there is a growing demand for systems that can provide real-time assistance, understand user queries, and generate meaningful responses. EDUBOT fulfills this requirement by integrating Large Language Models (LLMs) with RetrievalAugmented Generation (RAG) techniques. The system allows users to interact through text, voice, and document uploads. It processes various file formats such as PDFs, Word documents, and images, extracts meaningful content, and stores it in a vector database for efficient retrieval. When a user asks a question, the system retrieves relevant information from stored data and combines it with LLM capabilities to generate accurate and context-aware responses. Additionally, EDUBOT supports advanced features such as summarization, quiz generation, flashcard creation, and mind map assistance, making it a comprehensive educational tool. The system aims to bridge the gap between static learning resources and dynamic AI-powered assistance.