Naturale

This is a simple natural language classification application that basically takes a sentence or word and train the machine based on definition/meaning into a set of class that as that senstense belongs beased on Naive Bayes text classification.

This application has been deployed for test use on naturale and can be offline anytime.

Installation

Docker

If you have docker installed, just run the following command to build and run this application.

$ docker-compose up --build

Or Npm

If you have npm already installed, just run the following command to build and install the application.

$ npm run start

Usage:

To use the application, visit the site on localhost:80 on any of your favorite web browser or rest client.

Routes:

http://localhost:80/
http://localhost:80/query?text={whateverEnglishTextYouWant}{&classify=true||false}
http://localhost:80/train?text={whateverEnglishTextYouWant}
http://localhost:80/save{?file=filename.json }
http://localhost:80/load{?file=filename.json }
http://localhost:80/get?text={classifier||engine }

http://localhost:80/healthcheck
http://localhost:80/status
http://localhost:80/application
http://localhost:80/version

Example:

Sample Request:

$ curl -i -H "Accept: application/json" -H "Content-Type: application/json" http://localhost:80/query=gates&classify=true

Sample Response:

{
    "text": "gates", 
    "classified_as": "gate", 
    "response_text": "a computer circuit with several inputs but only one output that can be activated by particular combinations of inputs  ", 
    "engine": {} 
}