{"repo":"lukablaskovic/edu_bot","free":true,"listed":false,"github":"https://github.com/lukablaskovic/edu_bot","clone":"git clone https://github.com/lukablaskovic/edu_bot.git","description":"EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience.","language":"Jupyter Notebook","stars":14,"topics":["chatbot","llamaindex","llm","personalized-learning","raptor","student-project","text-to-sql","web-scraping"],"license":"MIT","category":"ai-agents","readme_excerpt":"🤖🎓EduBot EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience. It is designed to help students learn and understand complex concepts in a more engaging and interactive way. This app is built for the purpose of my Master's thesis at the Faculty of Informatics Pula, Croatia. Features - Interactive Learning : EduBot provides an interactive learning experience where students can ask questions and get instant answers. - Personalized Learning : EduBot can provide personalized learning recommendations based on the student's programming knowledge and year of study. - Utilizes SOTA Models : EduBot utilizes the latest SOTA models like GPT 4o and Claude 3 model family to provide accurate and relevant answers. - Multi-Modal Learning : EduBot supports multi-modal learning by providing text, pdf documents, powerpoint slides, and other learning materials. 🤖🎓EduBot is built on top of llamaindex data framework and uses Streamlit for the front-end. There are 3 main UI components in the chatbot: - Chat Interface : This is where the user can interact with the chatbot by asking questions and receiving answers, as well as configure the chatbot settings from the sidebar menu. - User profile : This is where the user can view and edit their profile information, such as bio, programming knowledge, and year of study. Name and email cannot be edited since they are fetched from the user's Googl","default_branch":null,"files":null,"tree":[],"storefront":"/r/lukablaskovic","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/lukablaskovic/edu_bot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}