Inspiration
With a great amount of experience teaching and tutoring at the university level, we knew there was a lot to be desired in the grading experience for both students and instructors. We wished that there was a way students could receive feedback quickly and overworked instructors could focus their attention on more impactful things than grading. As a result, we decided to build a tool that would auto grade short answer response while allowing a high degree of accuracy and customization.
What it does
Given a student response, our program analyzes the similarity to teacher provided answers. Furthermore, it uses GPT to provide quick feedback for students.
How we built it
We used ChromaDB to handle our vector database operations and GPT4 to provide feedback for students. For our front-end, we used Reflex as our full-stack solution. pls
Demo
Built With
- chroma
- gpt-4
- python
- reflex
- scikit-learn
Log in or sign up for Devpost to join the conversation.