Keyworder - Intent prediction form PrgChatbot

Predict user intents with cool machine learning tool, Facebook FastText.

Preparing the model

1. Install Facebook FastText
2. Follow instructions

Using with Prg-Chatbot

Usage

const { Router } = require('prg-chatbot');
const keyworder = require('keyworder');
const path = require('path');

keyworder.setResolver({
    model: path.join(process.cwd(), 'models', 'model.bin')
});

const app = new Router();

app.use(keyworder('hello'), (req, res, postBack, next) => {
    res.text('Hello too!');
});

API

Functions

Typedefs

keyworder(tag, [threshold], [namespace]) ⇒ function

Create resolver middleware for PrgChatbot

Kind: global function

| Param | Type | Description | | --- | --- | --- | | tag | string | tag for matching | | [threshold] | number | override success threshold | | [namespace] | string | resolver namespace |

Example

const keyworder = require('keyworder');

router.use(keyworder('hello-intent'), (req, res) => {
    res.text('Welcome too!');
});

setResolver(configuration, [namespace])

Kind: global function

| Param | Type | Description | | --- | --- | --- | | configuration | Configuration | the resolver configuration | | [namespace] | string | set resolver for diferent namespace |

Example

const keyworder = require('keyworder');
const path = require('path');

keyworder.setResolver({
    model: path.join(__dirname, 'model.bin')
});

resolve(text, [threshold], [namespace]) ⇒ Promise.<{tag:string, score:number}>

Resolve single text

Kind: global function

| Param | Type | Description | | --- | --- | --- | | text | string | query text | | [threshold] | number | override the threshold | | [namespace] | string | use other than default resolver |

Configuration : Object

Kind: global typedef
Properties

| Name | Type | Description | | --- | --- | --- | | model | string | path to trained fast text model | | threshold | number | prediction threshold (0.95 recommended) | | cacheSize | number | keep this amount of results cached | | filter | function | text preprocessor | | logger | function | resolver logger function |