conversational-language-understanding/index.js

Conversational language understanding is part of Azure Language Studio and It can be used to create NLP application.

var axios = require('axios');
class CustomCLU {
    constructor(endpoint, subscriptionKey, projectName, deploymentName) {
        this.endpoint = endpoint
        this.subscriptionKey = subscriptionKey
        this.projectName = projectName
        this.deploymentName = deploymentName
    }
    CluRecognizer(context) {
        var data = JSON.stringify({
            "kind": "Conversation",
            "analysisInput": {
                "conversationItem": {
                    "id": "PARTICIPANT_ID_HERE",
                    "text": context.activity.text,
                    "modality": "text",
                    "language": "en",
                    "participantId": "PARTICIPANT_ID_HERE"
                }
            },
            "parameters": {
                "projectName": this.projectName,
                "verbose": true,
                "deploymentName": this.deploymentName,
                "stringIndexType": "TextElement_V8"
            }
        });

        var config = {
            method: 'post',
            url: `${this.endpoint}/language/:analyze-conversations?api-version=2022-10-01-preview`,
            headers: {
                'Ocp-Apim-Subscription-Key': this.subscriptionKey,
                'Content-Type': 'application/json'
            },
            data: data
        };
        try {
            return new Promise(async(resolve) => {
                let response = await axios(config)
                console.log('response', response.data.result)
                resolve(response.data.result)
            })
        } catch (error) {
            console.log(error)
        }
    }
}
module.exports.CustomCLU = CustomCLU