MegaMind

Our project leverages Whisper AI to convert video lectures into transcriptions, making lecture content more accessible. We then use SpaCy to build an NLP pipeline that processes these transcriptions into concise summaries and structured notes. Finally, we integrate LangChain and OpenAI’s API to generate quiz questions based on the summarized lecture content, allowing students to test their understanding and track their progress through a Profile feature that records completed quizzes, answered questions, accuracy rates, and visualizes performance over time with data-driven insights.