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T.AI.

Teacher Assistant built using Artificial Intelligence for Students to use for their course/classes

Web Client

Frontend is written in ReactJS with the ViteJS framework

Server

The backend of the application is built using NodeJS and Express, which help with API routing and do the heavy lifting by creating a custom gateway between the deployed Large Language Model(LLM), the database(using DynamoDB), and the frontend

Machine Learning

Built on top of Llama-2, by META.

  • The model is finetuned on a custom dataset which allows users to ask it questions related to specific courses
  • The model is deployed using K8 and Google Cloud's compute engine

image

https://drive.google.com/file/d/1R2ZW-ndZRxlVCX22j2EVmTlrj65SctWW/view?usp=sharing