@botonic/plugin-intent-classification

Botonic Plugin Intent Classification

What does this plugin do?

Botonic Plugin Intent Classification uses the trained models to predict the intent of the input text.

Setup

Install the plugin

From your project, install the plugin by using the following command:

npm install @botonic/plugin-intent-classification

Note: Windows users should first use the command npm install --global --production windows-build-tools --vs2015

Requiring the plugin

The plugin must be required in src/plugins.js and, the locales of the trained models must be defined in their options.

export const plugins = [
  {
    id: 'intent-classification',
    resolve: require('@botonic/plugin-intent-classification'),
    options: {
      locales: ['en', 'es'],
    },
  },
]

Use

You can now create new routes in src/routes.js depending on the intent information added by this plugin:

import BuyProduct from './actions/buy-product'
import NotFound from './actions/not-found'
import ReturnProduct from './actions/return-product'
import Start from './actions/start'

export const routes = [
  { input: i => i.intents[0].confidence < 0.7, action: NotFound },
  { intent: 'Greeting', action: Start },
  { intent: 'BuyProduct', action: BuyProduct },
  { intent: 'ReturnProduct', action: ReturnProduct },
]