NLP Bagging

Nodes Bagging for NLP Tools

Installation

npm i -S @mutantbr/nlp-bagging

Usage

  let NlpBagging = require('@mutantbr/nlp-bagging');

  let thresholdConfig = {
    wordCount: 4,
    score: {
      lte: 0.6,
      gt: 0.4
    },
    returnValue: 'None'
  }

  // threshold is an optional param

  let bagging = new NlpBagging([{
    type: 'Luis',
    config: {
      url: 'https://brazilsouth.api.cognitive.microsoft.com/luis/v2.0/apps/aaa111',
      headers: {
        'subscription-key': '--------',
        verbose: true,
        timezoneOffset: 0
      }
    }
  },{
    type: 'Luis',
    config: {
      url: 'https://brazilsouth.api.cognitive.microsoft.com/luis/v2.0/apps/xxxaaa',
      headers: {
        'subscription-key': '--------',
        verbose: true,
        timezoneOffset: 0
      }
    }
  },{
    type: 'Luis',
    config: {
      url: 'https://brazilsouth.api.cognitive.microsoft.com/luis/v2.0/apps/abc123',
      headers: {
        'subscription-key': '---------',
        verbose: true,
        timezoneOffset: 0
      }
    }
  }],
  thresholdConfig);

  bagging
    .detectIntent('hi')
    .then(function(i) {
      console.log(i.topScoringIntent);
    });

  bagging
    .detectIntent('are you a bot')
    .then(function(i) {
      console.log(i.topScoringIntent);
    });

Tests

npm test

Contributing

In lieu of a formal style guide, take care to maintain the existing coding style. Add unit tests for any new or changed functionality. Lint and test your code.

Supporting others NLP tools

1. Create your file in folder types, following luis.js example.
2. Add your type to types/type.js mapper.