Nada Zakaria@Nadz

EduMate is a smart study companion designed to revolutionize how students interact with their study materials. It uses cutting-edge AI technologies like Google Gemini for generative tasks, Sentence Transformers for semantic embeddings, and FAISS for efficient similarity search. Students can upload study materials (PDFs, text files) and use EduMate to generate concise summaries, create customizable quizzes, and extract key insights through a chat-based Q&A system. If the document lacks sufficient context, EduMate performs web searches via Tavily to provide comprehensive answers. Additionally, it generates bullet-point notes for quick reviews and offers file management features. EduMate aims to make studying more efficient, personalized, and engaging by combining advanced AI with user-friendly functionality.

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