abb-model

ABB

This refers to the various models of conversational AI

Installation

To use ABB in your project:

    npm install abb-model

    yarn add abb-model

Create a Model in JSON file:

[
    {
        tag: 'greeting',
        patterns: ['Hi there', 'How are you', 'Is anyone there?', 'Hey', 'Hello', 'Good day'],
        responses: ['Hello', 'Good to see you again', 'Hi there, how can I help?'],
        context: [''],
    },
];

Train your abb-model:

import { train } from 'abb-model';

const getTrain = await train({
    type: 'json',
    model: './model.json',
});

console.log(getTrain);

This will show this result in console:

Successfully train and save the model

Create a Model in JS file:

export default [
    {
        tag: 'greeting',
        patterns: ['Hi there', 'How are you', 'Is anyone there?', 'Hey', 'Hello', 'Good day'],
        responses: ['Hello', 'Good to see you again', 'Hi there, how can I help?'],
        context: [''],
    },
];

Train your abb-model:

import { train } from 'abb-model';
import model from './model';

const getTrain = await train({
    type: 'array',
    model,
});

console.log(getTrain);

This will show this result in console:

Successfully train and save the model

use your abb-model :

import { abb } from 'abb-model';

const response = await abb('Hello');
console.log(response);

This will show this result in console:

 {
  answers: [
    { answer: 'Hello' },
    { answer: 'Good to see you again' },
    { answer: 'Hi there, how can I help?' }
  ],
  answer: 'Hi there, how can I help?'
}

LICENSE

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.