Botbuilder-ai NPM

Bot Builder AI

Cognitive services extensions for Microsoft BotBuilder.

Installing

To add the latest version of this package to your bot:

npm install --save botbuilder-ai

Use the Daily Build

To get access to the daily builds of this library, configure npm to use the MyGet feed before installing.

npm config set registry https://botbuilder.myget.org/F/botbuilder-v4-js-daily/npm/

To reset the registry in order to get the latest published version, run:

npm config set registry https://registry.npmjs.org/

What's included?

This module contains interfaces for using Microsoft LUIS and Microsoft QnA Maker in your Botbuilder application.

Use

First, import the nessary functionality into your app.

const { LuisRecognizer, QnAMaker } = require('botbuilder-ai');

Configure and instantiate a LuisRecognizer. You will need to acquire values for appId, subscriptionKey and region from the LUIS website.

// Map the contents to the required format for `LuisRecognizer`.
const luisApplication = {
    applicationId: process.env.appId,
    endpointKey: process.env.subscriptionKey,
    azureRegion: process.env.region
}

// Create configuration for LuisRecognizer's runtime behavior.
const luisPredictionOptions = {
    includeAllIntents: true,
    log: true,
    staging: false
}

const luisRecognizer = new LuisRecognizer(luisApplication, luisPredictionOptions, true);

Now, call LUIS into action once you've got a TurnContext object:

// Listen for incoming requests.
server.post('/api/messages', (req, res) => {
    adapter.processActivity(req, res, async (turnContext) => {
        const results = await luisRecognizer.recognize(turnContext);

        // Since the LuisRecognizer was configured to include the raw results, get the `topScoringIntent` as specified by LUIS.
        const topIntent = results.luisResult.topScoringIntent;

        // Now, use topIntent to decide what action to take.
        switch (topIntent) {
            case '<some intent>':
            // ... 
            break;
        }

    });
});

Examples

See this module in action in these example apps:

botbuilder botframework bots chatbots

adaptive-expressions botbuilder-core botbuilder-dialogs botbuilder-dialogs-adaptive-runtime-core botbuilder-dialogs-declarative botbuilder-stdlib botframework-connector lodash node-fetch url-parse zod

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4.12.0-dev-3b772bbb59ce.20201111

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4.12.0-ts4-20201110-bdd69270c246

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4.12.0-ts4-09c112b1af10

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4.12.0-dev-20201110-dec6519b1afc

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4.12.0-dev-20201110-a25557b6e141

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4.12.0-dev.20201109.708bc57

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4.11.0

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4.12.0-dev.20201105.708bc57

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4.12.0-dev.20201104.708bc57

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4.11.0-rc3

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4.12.0-dev.20201102.7759e70

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4.12.0-dev.20201031.0b0c16a

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4.11.0-rc2

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4.12.0-dev.20201030.45b9f78

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4.12.0-dev.20201029.70677cb

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4.11.0-rc1

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4.12.0-dev.20201028.820337b

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4.11.0-rc0

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4.11.0-dev.20201027.ca35ce4

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4.11.0-dev.20201026.d91f7a1

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4.11.0-dev.20201020.e4c88d5

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4.11.0-dev.20201020.addb9cb

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4.11.0-dev.20201019.3446d04

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4.10.4

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4.11.0-dev.20200929.ca9de94

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4.11.0-dev.20200927.621fd44

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4.11.0-dev.20200926.6fe5179

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4.11.0-dev.20200924.ca751f7

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4.11.0-dev.20200915.26b4b6b

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4.11.0-dev.20200911.2b4d430

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4.10.3

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4.11.0-dev.20200909.b3c2acc

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4.11.0-dev.20200905.e6216a0

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4.10.2-rc0

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4.11.0-dev.20200904.acae677

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4.11.0-dev.20200903.edd2bfe

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4.11.0-dev.20200902.edd2bfe

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4.11.0-dev.20200902.4a95911

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4.11.0-dev.20200901.8b7db50

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4.11.0-dev.20200825.b05fb96

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4.11.0-dev.20200821.015ebb7

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4.11.0-dev.20200820.31e2d7a

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4.10.1

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4.11.0-dev.20200819.a629ce4

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4.11.0-dev.20200818.ad29ba2

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4.11.0-dev.20200817.a06fb3c

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4.11.0-dev.20200817.195c26f

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4.10.0

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4.11.0-dev.20200814.01cd644

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4.11.0-dev.20200813.01cd644

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4.10.0-rc1

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4.11.0-dev.20200812.fa3e1c9

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4.10.0-rc0

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4.10.0-dev.20200808.17e26d0

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4.10.0-dev.20200807.b574691

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4.10.0-dev.20200805.aa06ea2

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