kenkyusei / intelligo

:robot: AI Chatbot Framework for Node.js

Intelligo AI chatbot framework

Intelligo is a JavaScript Framework to build Facebook Messenger's Chat bots.

Installation

Example

'use strict';

const express = require('express'),
      Intelligo = require('intelligo');
      
const app = express();

const bot = new Intelligo({
  PAGE_ACCESS_TOKEN: 'PAGE_ACCESS_TOKEN',
  VALIDATION_TOKEN: 'VALIDATION_TOKEN',
  APP_SECRET: 'APP_SECRET',
  app: app
});

bot.initWebhook();

//Train the neural network with an array of training data.
bot.learn([
  { input: 'I feel great about the world!', output: 'happy' },
  { input: 'The world is a terrible place!', output: 'sad' },
]);

//Subscribe to messages sent by the user with the bot.on() method.
bot.on('message', (event) => {
   
  const senderID = event.sender.id,
        message = event.message;
      
  if (message.text) {
      const result = bot.answer(message.text);
      bot.sendTextMessage(senderID, result);
  } 
});
app.set('port', process.env.PORT || 5000);
app.listen(app.get('port'), function() {
  console.log('Server is running on port', app.get('port'));
});

Training

Use bot.learn() to train the neural network with an array of training data. The network has to be trained with all the data in bulk in one call to bot.learn(). More training patterns will probably take longer to train, but will usually result in a network better at classifying new patterns.

Example using strings with inputs and outputs:

bot.learn([
    { input: 'I feel great about the world!', output: 'happy' },
    { input: 'The world is a terrible place!', output: 'sad' },
  ]);
  
var result = bot.answer('I feel great about the world!');  // 'happy'

bot.on('message', (event));

Triggered when a message is sent to the bot.

bot.on('message', (event) => {
   
  if (message.text) {
      const result = bot.answer(message.text);
      bot.sendTextMessage(event.sender.id, event.message);
  } 
});

Contributors

You may contribute in several ways like creating new features, fixing bugs, improving documentation and examples or translating any document here to your language. Find more information in CONTRIBUTING.md. Contributors

This project exists thanks to all the people who contribute.

Backers

Thank you to all our backers! 🙏 [Become a backer]

Sponsors

Support this project by becoming a sponsor. Your logo will show up here with a link to your website. [Become a sponsor]

License

Copyright (C) 2019 Opengineer.
Intelligo framework is open-sourced software licensed under the MIT license.
(See the LICENSE file for the whole license text.)