GradeBot.AI: Automated Grading with NLP

GradeBot.AI is a web extension for Google Classroom that revolutionizes grading. It uses natural language processing (NLP) to automate the grading of essays, multiple-choice questions, online assignments, and examinations.

Features

• Actionable reports: Identify common student blunders and tailor an assignment to pay attention to the topic.
• Improved Answers: Answers with a perfect score can be improved using the keywords and provided to weak students.
• Generate targeted feedback: Offer students personalized suggestions for improvement.
• Chapter-wise breakdown: Insights into how the students performed on the chapter-wise keywords.

Installation

1. Clone the repository

   git clone https://github.com/abckhush/GradeBot.ai.git
   cd GradeBot.ai

2. Install Dependencies

   npm install
   npm run build

3. Connect to Backend Server

   cd backend
   nodemon index.js
   

Running the Chrome Extension

• Go to Chrome Extensions.
• Turn on the Developer Mode.
• Choose Load Unpacked.
• Choose the build folder inside the code.
• Upload the zip file and the pdf file. For refernce, a zip file and a pdf file has been uploaded in the uploads folder in the backend.

  cd backend\uploads
  

Additional Documentations

• Python Model for Backend: Consists of utilization of YouData.ai Dataset.
• Youtube Video
• Medium Blog