VirtuTA

Name: VirtuTA
Author: KayvanShah1

KayvanShah1 April 2, 2024

10 copies 0 downloads

VirtuTA is an AI teaching assistant that delivers quick, accurate responses to student queries directly on Piazza. Powered by agentic workflows, Google Gemini, and Langchain, it automates both conceptual and logistical course queries.

VirtuTA: AI-enabled Virtual Teaching Assistant

Welcome to VirtuTA, an innovative project to build a fully functional electronic/virtual teaching assistant for university courses. VirtuTA is designed to enhance the educational experience by providing immediate, accurate, and context-aware responses to student queries. This project leverages the latest advancements in machine learning, natural language processing, and AI to support students and instructors in an academic setting.

Introduction

In the ever-evolving landscape of education, the demand for effective and efficient teaching tools has never been greater. VirtuTA aims to meet this demand by providing a virtual teaching assistant capable of handling various tasks, from answering student queries to providing detailed feedback and support. This project is a culmination of the skills we've honed through numerous laboratory assignments and the additional expertise we've gained in domain-specific functions.

Our platform integrates various educational tools and data sources to provide a seamless user experience. This project is part of a larger initiative to explore and implement cutting-edge technology in educational environments.

Demo Video

Click on the image below to view the video

Project Overview

This semester's final project aims to develop a complete working solution for electronic/virtual teaching assistants, dubbed VirtuTA. Our approach is rooted in a structured and incremental development process, ensuring that we build a platform that is not only functional but also scalable and adaptable to different educational needs.

DSCI 560: Data Science Professional Practicum Final Project

Key Features

Automated Login and Real-time Data Collection: VirtuTA supports automated login to platforms like Piazza and web-based forums, ensuring real-time data collec

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