nlp-chatbot-poc

Simple chat bot using natural language processing.

Technologies used:

• Django.
• django-restframework
• Angular2
• spaCy

Setup

Create virtual environment, install dependencies and run migrations to setup the app:

# create virtualenv
virtualenv env
# activate env
source env/bin/activate         # if you're using linux :')
# env\Scripts\activate          # if you're using windows -_-

# install dependencies
chmod +x build.sh
./build.sh

Run the application

Run the server:

cd chatbox/
# run the server
python manage.py runserver
# create superuser
python manage.py createsuperuser

Start the client app:

cd ChatRoom
ng serve

testing the parser using CLI

cd helper/
# test nlp parser logic
python parser.py

References:

• elitedatascience.com
• spacy.io
• djangoproject.com
• django-rest-framework.org
• angular.io