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

@azure/core-http adaptive-expressions botbuilder-core botbuilder-dialogs botbuilder-dialogs-adaptive-runtime-core botbuilder-dialogs-declarative botframework-connector lodash node-fetch url-parse zod

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4.12.0-ts4-09c112b1af10

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4.12.0-dev-20201110-dec6519b1afc

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4.11.0

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4.11.0-rc3

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4.11.0-rc2

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4.11.0-rc1

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4.11.0-rc0

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4.10.4

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4.10.3

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4.10.2-rc0

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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

4 years ago

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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