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Profaid Model

Overview

The Profaid Model is a machine learning model designed to predict whether a student or an AI authors a text. This repository also includes a Flask-based microservice allowing users to make local predictions.

Table of Contents

  1. Installation
  2. Usage
  3. Microservice
  4. Contributing

Installation

To use the Profaid Model, follow these steps:

Clone the repository to your local machine:

  1. git clone https://github.com/your-username/Profaid-Model.git
  2. cd Profaid-Model

Usage

You can use the Profaid Model in your Python code by importing the necessary functions from the profaid_model module.

Microservice

The repository includes a Flask-based microservice that allows you to make predictions locally. To run the microservice, follow these steps:

1. Ensure you have the required dependencies installed:

pip install ALL_REQUIREMENTS

2. Start the Flask app:

python app.py The microservice will be accessible at http://127.0.0.1:5000/. You can use this web app to make predictions.

Contributing

If you'd like to contribute to the development of the Profaid Model, please follow the guidelines and contribute as needed.