Masterclass.ai | Devpost

Inspiration

Based on research speaking, One-to-one tutoring is proven to be the most effective teaching method. Source

I want to leverage LLMs to create interactive tutors for students to use whenever they want.

What it does

It renders your lecture content and your professor to teach you on a one-on-one setting.

How I built it

Blood sweat and tears - or you may refer to my architecture design diagram.

Challenges I ran into

I wanted to use Ocaml for a full stack web dev but had troubles setting up the compiler. There was also the difficulty of setting up etcd for Milvus and Redis Vector Store so I went ahead with using pg_vector in postgres. I also didn't understand the various pdf formats and spent many hours trying to convert that into embeddings. Heygen also has less capabilities than initially thought.