AI Teaching Assistant
Semantic search across your Deep Learning course
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Try: What is Backpropagation?Semantic search across your Deep Learning course
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Try: What is Backpropagation?An AI-powered semantic search engine built using Retrieval-Augmented Generation (RAG) to help students quickly locate concepts inside Deep Learning lectures.
This project was developed as a learning initiative to understand and implement Retrieval-Augmented Generation (RAG). Instead of searching videos using titles or keywords, the application performs semantic search over lecture transcripts, allowing users to ask natural language questions and instantly discover the most relevant lecture along with exact timestamps.
All lecture transcripts used in this project are sourced from 17 videos of the excellent 100 Days of Deep Learning playlist by CampusX.
View PlaylistComputer Engineering Student passionate about Artificial Intelligence, Machine Learning and Data Science. This project showcases practical implementation of Retrieval-Augmented Generation for educational applications.