Inspiration
Our group wholeheartedly believes that education can be changed through LLMs, currently, we see many of our classmates using ChatGPT to understand assignments, so, what if we thought, what if we built ChatGPT for education, on steroids?
What it does
The teacher is able to upload coursework, PDF's, quizzes, and youtube videos, the LLM analyzes it, and generates material, i.e deep fakes of the professor explaining and/or audio clips, more quizzes, practice problems, as well as a chatbot for the students to ask questions.
How we built it
We used OpenAI API, langgraph, and a custom FlaskAPI model to create multiple agents interacting in the backend and a solid web front end.
Challenges we ran into
We ran into challenges in trying to set the embeddings for the LLMs, as well as connecting the front and backends,
Accomplishments that we're proud of
We have a working chatbot, that is able to use uploaded material to explain problems properly!
What we learned
We all learned more about LLM implementations, custom APIs, as well as some refreshers on Javascript.
What's next for TutorVerse?
We will continue developing this solution and attempt to commercialize it in the near future.
Built With
- api
- database
- openai
- python
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