AI Email Classifier

An AI Application for classifying emails into categories

Features

• Features both ML and DL model

• Provides a high accuracy over unseen dataset

• Clean and Easy to use Web Interface for Training and Testing

• REST API Gateway which presently supports the following requests

  • Single : Returns the classified category on sending the subject and body of a single email
  • Batch : For classifying a large number of emails in one call.

Installation 🚀

1. Clone this source code into local directory
   git clone https://github.com/TheThinker01/AiEmailClassifier.git
2. Install Python Virtualenv
   pip install virtualenv
3. Create a virtualenv in project directory
   virtualenv env
4. Activate the virtual environment
   Linux : source /env/bin/activate
   Windows : \env\Scripts\activate.bat
5. Install all the dependencies
   pip install -r Requirements.txt
6. All Done 😄 ! Now run the server
   python manage.py runserver 127.0.0.1:8000
7. Open 127.0.0.1:8000/ml on your browser 🎉

Requirements

• All the packages and libraries used are listed in Requirements.txt

Collaborative Effort of Team AI200416