LectureRAG - ai models + knowledge from university lectures

Learn how to index and search university lecture recordings using RAG models, build chatbots that retrieve and explain content, and fine‑tune models on professor speech.

Overview

Faculty of electrical engineering at CVUT has published recordings of (almost) all Lectures during covid. There is so much information in those, yet the information isn’t indexed and there is no way to find it (other then going through all the videos). I am working on a project, which allows you to search these video resources, talk to a chatbot which has access to these information. One more (ambitious) goal is to finetune the model based on recordings of professors and maybe have a concept explained to you in their way.

Tech stack