microsoft/universal-language-intelligence-service

A wrapper for the microsoft luis cognitive that provides universal language support (after training) using the translate cognitive service

Universal Language Intelligence Service

A wrapper for the Microsoft LUIS cognitive that provides universal language support (after training) using the bing translate api

The .NET port can be found here: ULIS.NET

Pre-Requisites

• LUIS Account
• Bing Translate Key
• Add keys to the configuration file

Installation

$ npm install ulis

To Train Language Model (See Provided Hebrew Example)

1. Upload natural language samples to LUIS using either the testTrainBot or the Batch insertion tool
2. Tag translation intents and entities

To Use

var ulis = require('ulis');

//Setup ulisClient using client id and secret
var ulisClient = new ulis.getClient({
    lang:'he',
    bingTranslate_clientId: 'TRANSLATE_CLIENT_ID',
    bingTranslate_secret: 'TRANSLATE_CLIENT_SECRET',
    luisURL: 'LUIS_ENDPOINT'
});

//Or setup ulisClient using translate api_key from azure portal
var ulisClient = new ulis.getClient({
    lang:'he',
    bingTranslate_api_key:'TRANSLATE_API_KEY',
    luisURL: 'LUIS_ENDPOINT'
});

//Make a query
 ulisClient.query('אפשר לקבוע תור למחר', (err, ulisRes) => {
    if (err) return console.log(err.message);       
    console.log(`Translated As: " ${ulisRes.translatedText} "\n\nLUIS Intent: " ${ulisRes.intent} " \n\nLUIS Entities \n\n"  ${JSON.stringify(ulisRes.entities)}`);
});

Optionally, you can specify the format of the text being translated. The supported formats are text/plain (default) and text/html. It is also possible to execute a function on the translated text before it is sent to LUIS. This is especially helpful if you want to exclude content from translation, see http://docs.microsofttranslator.com/text-translate.html#excluding-content-from-translation.

Example:

var ulisClient = new ulis.getClient({
    lang:'he',
    bingTranslate_api_key:'TRANSLATE_API_KEY',
    luisURL: 'LUIS_ENDPOINT',

    // set the format
    contentType: 'text/html',

    // pass a function that is applied to the translated text and removes the HTML
    // from text enclosed with <div class="notranslate">text<\/div>
    replaceInTranslation: text => text.replace(/<div class="notranslate">(.*?)<\/div>/g, ' $1')
});