Inspiration
Canvas, Instructure, Quizlet, Kahoot - What do these have in common? They host information and try to get you a learning experience but ends up being nominal. We wanted a way to make studying fast and catching up with any class as easy as possible
What it does
What we do is take your current data as is that has text: PDFs, PPTs and TXTs and let you talk directly to them for any information you need to catch up on.
How we built it
We use MongoDB as our backend with Python alongside LangChain. We use React as our frontend.
Challenges we ran into
Wifi bandwidth constraints here and there were the largest impedance!
Accomplishments that we're proud of
We immediately got PDF and text-based document parsing working.
What we learned
Document mining is a fun task, especially learning to help yourself learn with a project like this!
What's next for Study Speed
Scrape your Canvas, email, quizlet, and more for any files and turn it into a multimodal query and quiz creator. Make sure to overcome the issues of data input so it can be as frictionless as possible to use and automatically generate topics for each class in byte size information.
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