Build a Doctor Appointment Bot with Azure Bot Service, Language Understanding, and Twilio SMS

az login

az group create --name rg-bot --location [AZURE_LOCATION]

az provider show --namespace Microsoft.CognitiveServices -o table

az provider register --namespace Microsoft.CognitiveServices --wait

dotnet new -i Microsoft.Bot.Framework.CSharp.EchoBot
dotnet new -i Microsoft.Bot.Framework.CSharp.CoreBot
dotnet new -i Microsoft.Bot.Framework.CSharp.EmptyBot

dotnet new corebot -n AppointmentBot

$CorrectProjectName = "AppointmentBot"
Push-Location "./$CorrectProjectName"
Move-Item ./CoreBot/* ./
Remove-Item ./CoreBot
Move-Item ./CoreBot.csproj "./$CorrectProjectName.csproj"
Get-ChildItem * -Recurse -File | ForEach-Object { (Get-Content $_) -replace 'CoreBot', $CorrectProjectName | Set-Content $_ }
Pop-Location

rm CognitiveModels/FlightBooking.cs
rm CognitiveModels/FlightBooking.json
rm CognitiveModels/FlightBookingEx.cs
rm Dialogs/BookingDialog.cs
rm Dialogs/MainDialog.cs
rm BookingDetails.cs
rm FlightBookingRecognizer.cs

           // Register LUIS recognizer
            services.AddSingleton<FlightBookingRecognizer>();

            // Register the BookingDialog.
            services.AddSingleton<BookingDialog>();

            // The MainDialog that will be run by the bot.
            services.AddSingleton<MainDialog>();

            // Create the bot as a transient. In this case the ASP Controller is expecting an IBot.
            services.AddTransient<IBot, DialogAndWelcomeBot<MainDialog>>();

public class Startup
    {
        // This method gets called by the runtime. Use this method to add services to the container.
        public void ConfigureServices(IServiceCollection services)
        {
            services.AddHttpClient().AddControllers().AddNewtonsoftJson();

            // Create the Bot Framework Authentication to be used with the Bot Adapter.
            services.AddSingleton<BotFrameworkAuthentication, ConfigurationBotFrameworkAuthentication>();

            // Create the Bot Adapter with error handling enabled.
            services.AddSingleton<IBotFrameworkHttpAdapter, AdapterWithErrorHandler>();

            // Create the storage we'll be using for User and Conversation state. (Memory is great for testing purposes.)
            services.AddSingleton<IStorage, MemoryStorage>();

            // Create the User state. (Used in this bot's Dialog implementation.)
            services.AddSingleton<UserState>();

            // Create the Conversation state. (Used by the Dialog system itself.)
            services.AddSingleton<ConversationState>();

        }

        // This method gets called by the runtime. Use this method to configure the HTTP request pipeline.
        public void Configure(IApplicationBuilder app, IWebHostEnvironment env)
        {
            if (env.IsDevelopment())
            {
                app.UseDeveloperExceptionPage();
            }

            app.UseDefaultFiles()
                .UseStaticFiles()
                .UseWebSockets()
                .UseRouting()
                .UseAuthorization()
                .UseEndpoints(endpoints =>
                {
                    endpoints.MapControllers();
                });

            // app.UseHttpsRedirection();
        }
    }

using Microsoft.Bot.Builder;
using Microsoft.Bot.Builder.AI.Luis;
using Newtonsoft.Json;
using System.Collections.Generic;

namespace AppointmentBot.CognitiveModels
{

    public partial class DoctorBooking : IRecognizerConvert
    {
        public string Text;
        public string AlteredText;
        public enum Intent
        {
            BookAppointment,
            Cancel,
            GetAvailableDoctors,
            None
        };
        public Dictionary<Intent, IntentScore> Intents;

        public class _Entities
        {

            // Built-in entities
            public DateTimeSpec[] datetime;

            // Lists
            public string[][] Doctor;

            // Instance
            public class _Instance
            {
                public InstanceData[] datetime;
                public InstanceData[] Doctor;
                public InstanceData[] AvailableDoctors;
            }
            [JsonProperty("$instance")]
            public _Instance _instance;
        }
        public _Entities Entities;

        [JsonExtensionData(ReadData = true, WriteData = true)]
        public IDictionary<string, object> Properties { get; set; }

        public void Convert(dynamic result)
        {
            var app = JsonConvert.DeserializeObject<DoctorBooking>(JsonConvert.SerializeObject(result, new JsonSerializerSettings { NullValueHandling = NullValueHandling.Ignore }));
            Text = app.Text;
            AlteredText = app.AlteredText;
            Intents = app.Intents;
            Entities = app.Entities;
            Properties = app.Properties;
        }

        public (Intent intent, double score) TopIntent()
        {
            Intent maxIntent = Intent.None;
            var max = 0.0;
            foreach (var entry in Intents)
            {
                if (entry.Value.Score > max)
                {
                    maxIntent = entry.Key;
                    max = entry.Value.Score.Value;
                }
            }
            return (maxIntent, max);
        }
    }
}

using System.Linq;

namespace AppointmentBot.CognitiveModels
{
    // Extends the partial DoctorBooking class with methods and properties that simplify accessing entities in the luis results
    public partial class DoctorBooking
    {

        public string Doctor
        {
            get
            {
                var doctorChosen = Entities?._instance?.Doctor?.FirstOrDefault()?.Text;
                return doctorChosen;
            }
        }

        // This value will be a TIMEX. And we are only interested in a Date so grab the first result and drop the Time part.
        // TIMEX is a format that represents DateTime expressions that include some ambiguity. e.g. missing a Year.
        public string AppointmentDate
            => Entities.datetime?.FirstOrDefault()?.Expressions.FirstOrDefault()?.Split('T')[0];
    }
}

{
  "MicrosoftAppType": "",
  "MicrosoftAppId": "",
  "MicrosoftAppPassword": "",
  "MicrosoftAppTenantId": "",
  "LuisAppId": "[YOUR_LUIS_APP_ID]",
  "LuisApiKey": "<SET_USING_USER_SECRETS>",
  "LuisApiEndpointUrl": "[LUIS_ENDPOINT_URL]"
}

dotnet user-secrets init

dotnet user-secrets set "LuisApiKey" "[YOUR_LUIS_API_KEY]"

using Microsoft.Bot.Builder;
using Microsoft.Bot.Builder.AI.Luis;
using Microsoft.Extensions.Configuration;
using System.Threading;
using System.Threading.Tasks;

namespace AppointmentBot
{
    public class AppointmentBookingRecognizer : IRecognizer
    {
        private readonly LuisRecognizer _recognizer;

        public AppointmentBookingRecognizer(IConfiguration configuration)
        {
            var luisIsConfigured = !string.IsNullOrEmpty(configuration["LuisAppId"]) && !string.IsNullOrEmpty(configuration["LuisApiKey"]) && !string.IsNullOrEmpty(configuration["LuisApiEndpointUrl"]);
            if (luisIsConfigured)
            {
                var luisApplication = new LuisApplication(
                    configuration["LuisAppId"],
                    configuration["LuisApiKey"],
                    configuration["LuisApiEndpointUrl"]);
                // Set the recognizer options depending on which endpoint version you want to use.
                // More details can be found in https://docs.microsoft.com/en-gb/azure/cognitive-services/luis/luis-migration-api-v3
                var recognizerOptions = new LuisRecognizerOptionsV3(luisApplication)
                {
                    PredictionOptions = new Microsoft.Bot.Builder.AI.LuisV3.LuisPredictionOptions
                    {
                        IncludeInstanceData = true,
                    }
                };

                _recognizer = new LuisRecognizer(recognizerOptions);
            }
        }

        // Returns true if luis is configured in the appsettings.json and initialized.
        public virtual bool IsConfigured => _recognizer != null;

        public virtual async Task<RecognizerResult> RecognizeAsync(ITurnContext turnContext, CancellationToken cancellationToken)
            => await _recognizer.RecognizeAsync(turnContext, cancellationToken);

        public virtual async Task<T> RecognizeAsync<T>(ITurnContext turnContext, CancellationToken cancellationToken)
            where T : IRecognizerConvert, new()
            => await _recognizer.RecognizeAsync<T>(turnContext, cancellationToken);
    }
}

namespace AppointmentBot
{
    public class AppointmentDetails
    {
        public string Doctor { get; set; }

        public string AppointmentDate { get; set; }
    }
}

using Microsoft.Bot.Builder;
using Microsoft.Bot.Builder.Dialogs;
using Microsoft.Bot.Schema;
using Microsoft.Recognizers.Text.DataTypes.TimexExpression;
using System.Threading;
using System.Threading.Tasks;

namespace AppointmentBot.Dialogs
{
    public class AppointmentBookingDialog : CancelAndHelpDialog
    {
        private const string DoctorStepMsgText = "Who would you like to see?";

        public AppointmentBookingDialog()
            : base(nameof(AppointmentBookingDialog))
        {
            AddDialog(new TextPrompt(nameof(TextPrompt)));
            AddDialog(new ConfirmPrompt(nameof(ConfirmPrompt)));
            AddDialog(new DateResolverDialog());
            AddDialog(new WaterfallDialog(nameof(WaterfallDialog), new WaterfallStep[]
            {
                DoctorStepAsync,
                AppointmentDateStepAsync,
                ConfirmStepAsync,
                FinalStepAsync,
            }));

            // The initial child Dialog to run.
            InitialDialogId = nameof(WaterfallDialog);
        }

        private async Task<DialogTurnResult>DoctorStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            var bookingDetails = (AppointmentDetails)stepContext.Options;

            if (bookingDetails.Doctor == null)
            {
                var promptMessage = MessageFactory.Text(DoctorStepMsgText, DoctorStepMsgText, InputHints.ExpectingInput);
                return await stepContext.PromptAsync(nameof(TextPrompt), new PromptOptions { Prompt = promptMessage }, cancellationToken);
            }

            return await stepContext.NextAsync(bookingDetails.Doctor, cancellationToken);
        }

        private async Task<DialogTurnResult> AppointmentDateStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            var bookingDetails = (AppointmentDetails)stepContext.Options;

            bookingDetails.AppointmentDate = (string)stepContext.Result;

            if (bookingDetails.AppointmentDate == null || IsAmbiguous(bookingDetails.AppointmentDate))
            {
                return await stepContext.BeginDialogAsync(nameof(DateResolverDialog), bookingDetails.AppointmentDate, cancellationToken);
            }

            return await stepContext.NextAsync(bookingDetails.AppointmentDate, cancellationToken);
        }

        private async Task<DialogTurnResult> ConfirmStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            var bookingDetails = (AppointmentDetails)stepContext.Options;

            bookingDetails.AppointmentDate = (string)stepContext.Result;

            var messageText = $"Please confirm, I have you book with Doctor: {bookingDetails.Doctor} on: {bookingDetails.AppointmentDate}. Is this correct?";
            var promptMessage = MessageFactory.Text(messageText, messageText, InputHints.ExpectingInput);

            return await stepContext.PromptAsync(nameof(ConfirmPrompt), new PromptOptions { Prompt = promptMessage }, cancellationToken);
        }

        private async Task<DialogTurnResult> FinalStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            if ((bool)stepContext.Result)
            {
                var bookingDetails = (AppointmentDetails)stepContext.Options;

                return await stepContext.EndDialogAsync(bookingDetails, cancellationToken);
            }

            return await stepContext.EndDialogAsync(null, cancellationToken);
        }

        private static bool IsAmbiguous(string timex)
        {
            var timexProperty = new TimexProperty(timex);
            return !timexProperty.Types.Contains(Constants.TimexTypes.Definite);
        }
    }
}

using AppointmentBot.CognitiveModels;
using Microsoft.Bot.Builder;
using Microsoft.Bot.Builder.Dialogs;
using Microsoft.Bot.Schema;
using Microsoft.Extensions.Logging;
using Microsoft.Recognizers.Text.DataTypes.TimexExpression;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading;
using System.Threading.Tasks;

namespace AppointmentBot.Dialogs
{
    public class MainDialog : ComponentDialog
    {
        private readonly AppointmentBookingRecognizer _luisRecognizer;
        protected readonly ILogger Logger;

        // Dependency injection uses this constructor to instantiate MainDialog
        public MainDialog(AppointmentBookingRecognizer luisRecognizer, AppointmentBookingDialog appointmentDialog, ILogger<MainDialog> logger)
            : base(nameof(MainDialog))
        {
            _luisRecognizer = luisRecognizer;
            Logger = logger;

            AddDialog(new TextPrompt(nameof(TextPrompt)));
            AddDialog(appointmentDialog);
            AddDialog(new WaterfallDialog(nameof(WaterfallDialog), new WaterfallStep[]
            {
                IntroStepAsync,
                ActStepAsync,
                FinalStepAsync,
            }));

            // The initial child Dialog to run.
            InitialDialogId = nameof(WaterfallDialog);
        }

        private async Task<DialogTurnResult> IntroStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            if (!_luisRecognizer.IsConfigured)
            {
                await stepContext.Context.SendActivityAsync(
                    MessageFactory.Text("NOTE: LUIS is not configured. To enable all capabilities, add 'LuisAppId', 'LuisApiKey' and 'LuisApiEndpointUrl' to the appsettings.json file.", inputHint: InputHints.IgnoringInput), cancellationToken);

                return await stepContext.NextAsync(null, cancellationToken);
            }

            // Use the text provided in FinalStepAsync or the default if it is the first time.
            var messageText = stepContext.Options?.ToString() ?? "How can I help you with today?";
            var promptMessage = MessageFactory.Text(messageText, messageText, InputHints.ExpectingInput);
            return await stepContext.PromptAsync(nameof(TextPrompt), new PromptOptions { Prompt = promptMessage }, cancellationToken);
        }

        private async Task<DialogTurnResult> ActStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            if (!_luisRecognizer.IsConfigured)
            {
                // LUIS is not configured, we just run the BookingDialog path with an empty BookingDetailsInstance.
                return await stepContext.BeginDialogAsync(nameof(AppointmentBookingDialog), new AppointmentDetails(), cancellationToken);
            }

            // Call LUIS and gather any potential booking details. (Note the TurnContext has the response to the prompt.)
            var luisResult = await _luisRecognizer.RecognizeAsync<DoctorBooking>(stepContext.Context, cancellationToken);
            switch (luisResult.TopIntent().intent)
            {
                case DoctorBooking.Intent.BookAppointment:
                    var validDoctor = await ValidateDoctors(stepContext.Context, luisResult, cancellationToken);
                    if (!validDoctor)
                    {
                        return await stepContext.ReplaceDialogAsync(InitialDialogId, "Doctor Peter, Susan and Kathy are available?", cancellationToken);
                    }

                    // Initialize BookingDetails with any entities we may have found in the response.
                    var bookingDetails = new AppointmentDetails()
                    {
                        // Get destination and origin from the composite entities arrays.
                        Doctor = luisResult.Doctor,
                        AppointmentDate = luisResult.AppointmentDate,
                    };

                    // Run the AppointmentBookingDialog giving it whatever details we have from the LUIS call, it will fill out the remainder.
                    return await stepContext.BeginDialogAsync(nameof(AppointmentBookingDialog), bookingDetails, cancellationToken);

                case DoctorBooking.Intent.GetAvailableDoctors:
                    // We haven't implemented the GetAvailableDoctorsDialog so we just display a mock message.
                    var getAvailableDoctorsMessageText = "Doctor Kathy, Doctor Peter are available today";
                    var getAvailableDoctorsMessage = MessageFactory.Text(getAvailableDoctorsMessageText, getAvailableDoctorsMessageText, InputHints.IgnoringInput);
                    await stepContext.Context.SendActivityAsync(getAvailableDoctorsMessage, cancellationToken);
                    break;

                default:
                    // Catch all for unhandled intents
                    var didntUnderstandMessageText = $"Sorry, I didn't get that. Please try asking in a different way (intent was {luisResult.TopIntent().intent})";
                    var didntUnderstandMessage = MessageFactory.Text(didntUnderstandMessageText, didntUnderstandMessageText, InputHints.IgnoringInput);
                    await stepContext.Context.SendActivityAsync(didntUnderstandMessage, cancellationToken);
                    break;
            }

            return await stepContext.NextAsync(null, cancellationToken);
        }

        // Shows a warning if the doctor is not specified or doctor entity values can't be mapped to a canonical item in the Airport.
        private static async Task<Boolean> ValidateDoctors(ITurnContext context, DoctorBooking luisResult, CancellationToken cancellationToken)
        {
            var doctorChoosen = luisResult.Doctor;
            var noDoctor = string.IsNullOrEmpty(doctorChoosen);

            if (noDoctor)
            {
                var messageText = "Please choose a doctor";
                var message = MessageFactory.Text(messageText, messageText, InputHints.IgnoringInput);
                await context.SendActivityAsync(message, cancellationToken);
            }
            return !noDoctor;
        }

        private async Task<DialogTurnResult> FinalStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
        {
            // If the child dialog ("AppointmentBookingDialog") was cancelled, the user failed to confirm or if the intent wasn't appointment Booking
            // the Result here will be null.
            if (stepContext.Result is AppointmentDetails result)
            {
                // Now we have all the booking details call the booking service.

                // If the call to the booking service was successful tell the user.

                var timeProperty = new TimexProperty(result.AppointmentDate);
                var appointmentDateMsg = timeProperty.ToNaturalLanguage(DateTime.Now);
                var messageText = $"I have you booked to Doctor {result.Doctor} on {appointmentDateMsg}";
                var message = MessageFactory.Text(messageText, messageText, InputHints.IgnoringInput);
                await stepContext.Context.SendActivityAsync(message, cancellationToken);
            }

            // Restart the main dialog with a different message the second time around
            var promptMessage = "What else can I do for you?";
            return await stepContext.ReplaceDialogAsync(InitialDialogId, promptMessage, cancellationToken);
        }
    }
}

private async Task<DialogTurnResult> ActStepAsync(WaterfallStepContext stepContext, CancellationToken cancellationToken)
{
    if (!_luisRecognizer.IsConfigured)
    {
        // LUIS is not configured, we just run the BookingDialog path with an empty BookingDetailsInstance.
        return await stepContext.BeginDialogAsync(nameof(AppointmentBookingDialog), new AppointmentDetails(), cancellationToken);
    }

    // Call LUIS and gather any potential booking details. (Note the TurnContext has the response to the prompt.)
    var luisResult = await _luisRecognizer.RecognizeAsync<DoctorBooking>(stepContext.Context, cancellationToken);
    switch (luisResult.TopIntent().intent)
    {
        case DoctorBooking.Intent.BookAppointment:
            var validDoctor = await ValidateDoctors(stepContext.Context, luisResult, cancellationToken);
            if (!validDoctor)
            {
                return await stepContext.ReplaceDialogAsync(InitialDialogId, "Doctor Peter, Susan and Kathy are available?", cancellationToken);
            }

            // Initialize BookingDetails with any entities we may have found in the response.
            var bookingDetails = new AppointmentDetails()
            {
                // Get destination and origin from the composite entities arrays.
                Doctor = luisResult.Doctor,
                AppointmenDate = luisResult.AppointmentDate,
            };

            // Run the AppointmentBookingDialog giving it whatever details we have from the LUIS call, it will fill out the remainder.
            return await stepContext.BeginDialogAsync(nameof(AppointmentBookingDialog), bookingDetails, cancellationToken);

        case DoctorBooking.Intent.GetAvailableDoctors:
            // We haven't implemented the GetAvailableDoctorsDialog so we just display a mock message.
            var getAvailableDoctorsMessageText = "Doctor Kathy, Doctor Peter are available today";
            var getAvailableDoctorsMessage = MessageFactory.Text(getAvailableDoctorsMessageText, getAvailableDoctorsMessageText, InputHints.IgnoringInput);
            await stepContext.Context.SendActivityAsync(getAvailableDoctorsMessage, cancellationToken);
            break;

        default:
            // Catch all for unhandled intents
            var didntUnderstandMessageText = $"Sorry, I didn't get that. Please try asking in a different way (intent was {luisResult.TopIntent().intent})";
            var didntUnderstandMessage = MessageFactory.Text(didntUnderstandMessageText, didntUnderstandMessageText, InputHints.IgnoringInput);
            await stepContext.Context.SendActivityAsync(didntUnderstandMessage, cancellationToken);
            break;
    }

    return await stepContext.NextAsync(null, cancellationToken);
}

dotnet add package Microsoft.Bot.Builder.Adapters.Twilio --version 4.15.0

using Microsoft.Bot.Builder.Adapters.Twilio;
using Microsoft.Bot.Builder.TraceExtensions;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.Logging;

namespace AppointmentBot
{
    public class TwilioAdapterWithErrorHandler : TwilioAdapter
    {
        public TwilioAdapterWithErrorHandler(IConfiguration configuration, ILogger<TwilioAdapter> logger)
                : base(configuration, null, logger)
        {
            OnTurnError = async (turnContext, exception) =>
            {
                // Log any leaked exception from the application.
                logger.LogError(exception, $"[OnTurnError] unhandled error : {exception.Message}");

                // Send a message to the user
                await turnContext.SendActivityAsync("The bot encountered an error or bug.");
                await turnContext.SendActivityAsync("To continue to run this bot, please fix the bot source code.");

                // Send a trace activity, which will be displayed in the Bot Framework Emulator
                await turnContext.TraceActivityAsync("OnTurnError Trace", exception.Message, "https://www.botframework.com/schemas/error", "TurnError");
            };
        }
    }
}

using Microsoft.AspNetCore.Http;
using Microsoft.AspNetCore.Mvc;
using Microsoft.Bot.Builder;
using Microsoft.Bot.Builder.Adapters.Twilio;
using System.Threading;
using System.Threading.Tasks;

namespace AppointmentBot.Controllers
{
    [Route("api/twilio")]
    [ApiController]
    public class TwilioController : ControllerBase
    {
        private readonly TwilioAdapter _adapter;
        private readonly IBot _bot;

        /// <summary>
        /// Initializes a new instance of the <see cref="BotController"/> class.
        /// </summary>
        /// <param name="adapter">adapter for the BotController.</param>
        /// <param name="bot">bot for the BotController.</param>
        public TwilioController(TwilioAdapter adapter, IBot bot)
        {
            _adapter = adapter;
            _bot = bot;
        }

        /// <summary>
        /// PostAsync method that returns an async Task.
        /// </summary>
        /// <returns>A <see cref="Task{TResult}"/> representing the result of the asynchronous operation.</returns>
        [HttpPost]
        [HttpGet]
        public async Task PostAsync()
        {
            // Delegate the processing of the HTTP POST to the adapter.
            // The adapter will invoke the bot.
            await _adapter.ProcessAsync(Request, Response, _bot, default(CancellationToken));
        }
    }
}

using Microsoft.AspNetCore.Builder;
using Microsoft.AspNetCore.Hosting;
using Microsoft.Bot.Builder;
using Microsoft.Bot.Builder.Integration.AspNet.Core;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Hosting;
using Microsoft.Bot.Connector.Authentication;
using Microsoft.Bot.Builder.Adapters.Twilio;

using AppointmentBot.Bots;
using AppointmentBot.Dialogs;

namespace AppointmentBot
{
    public class Startup
    {
        // This method gets called by the runtime. Use this method to add services to the container.
        public void ConfigureServices(IServiceCollection services)
        {
            services.AddHttpClient().AddControllers().AddNewtonsoftJson();

            // Create the Bot Framework Authentication to be used with the Bot Adapter.
            services.AddSingleton<BotFrameworkAuthentication, ConfigurationBotFrameworkAuthentication>();

            // Create the Bot Adapter with error handling enabled.
            services.AddSingleton<IBotFrameworkHttpAdapter, AdapterWithErrorHandler>();

            // Create the storage we'll be using for User and Conversation state. (Memory is great for testing purposes.)
            services.AddSingleton<IStorage, MemoryStorage>();

            // Create the User state. (Used in this bot's Dialog implementation.)
            services.AddSingleton<UserState>();

            // Create the Conversation state. (Used by the Dialog system itself.)
            services.AddSingleton<ConversationState>();

            // Register LUIS recognizer
            services.AddSingleton<AppointmentBookingRecognizer>();

            // Register the AppointmentBookingDialog
            services.AddSingleton<AppointmentBookingDialog>();

            // The MainDialog that will be run by the bot.
            services.AddSingleton<MainDialog>();

            // Create the bot as a transient. In this case the ASP Controller is expecting an IBot.
            services.AddTransient<IBot, DialogAndWelcomeBot<MainDialog>>();

            // Create the Twilio Adapter
            services.AddSingleton<TwilioAdapter, TwilioAdapterWithErrorHandler>();
        }

        // This method gets called by the runtime. Use this method to configure the HTTP request pipeline.
        public void Configure(IApplicationBuilder app, IWebHostEnvironment env)
        {
            if (env.IsDevelopment())
            {
                app.UseDeveloperExceptionPage();
            }

            app.UseDefaultFiles()
                .UseStaticFiles()
                .UseWebSockets()
                .UseRouting()
                .UseAuthorization()
                .UseEndpoints(endpoints =>
                {
                    endpoints.MapControllers();
                });

            // app.UseHttpsRedirection();
        }
    }
}

dotnet run

az appservice plan create -g rg-bot -n asp-bot --location [AZURE_LOCATION] --sku F1

az bot prepare-deploy --lang Csharp --code-dir "." --proj-file-path "AppointmentBot.csproj"

az identity create --resource-group "rg-bot" --name "identity-appointment-bot"

{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentParameters.json#",
  "contentVersion": "1.0.0.0",
  "parameters": {
    "appId": {
      "value": "[CLIENT_ID_FROM_MANAGED_IDENTITY]"
    },
    "appType": {
      "value": "UserAssignedMSI"
    },
    "tenantId": {
      "value": "[TENANT_ID]"
    },
    "existingUserAssignedMSIName": {
      "value": "identity-appointment-bot"
    },
    "existingUserAssignedMSIResourceGroupName": {
      "value": "rg-bot"
    },
    "botId": {
      "value": "bs-bot-[UNIQUE_SUFFIX]"
    },
    "newWebAppName": {
      "value": "appointment-bot-[UNIQUE_SUFFIX]"
    },
    "existingAppServicePlan": {
      "value": "asp-bot"
    },
    "appServicePlanLocation": {
      "value": "[AZURE_LOCATION]"
    }
  }
}

az deployment group create `
  --resource-group "rg-bot" `
  --template-file "./DeploymentTemplates/template-with-preexisting-rg.json" `
  --parameters "@ParameterFiles/RegisterAppParams.json"

az webapp show -g rg-bot -n appointment-bot-[UNIQUE_SUFFIX] --query 'hostNames[0]'

az webapp up -g rg-bot -n appointment-bot-[UNIQUE_SUFFIX]

{
  "active": true,
  "author": "N/A",
  "author_email": "N/A",
  "complete": true,
  "deployer": "ZipDeploy",
  "end_time": "2022-02-27T21:58:45.0863404Z",
  "id": "b3c4cbb7a470479ebd7a2c6dd17bd70f",
  "is_readonly": true,
  "is_temp": false,
  "last_success_end_time": "2022-02-07T21:58:45.0863404Z",
  "log_url": "https://twilio-appointment-bot-app-service.scm.azurewebsites.net/api/deployments/latest/log",
  "message": "Created via a push deployment",
  "progress": "",
  "provisioningState": "Succeeded",
  "received_time": "2022-02-27T21:57:25.4159Z",
  "site_name": "twilio-appointment-bot-app-service",
  "start_time": "2022-02-07T21:57:25.5565272Z",
  "status": 4,
  "status_text": "",
  "url": "https://twilio-appointment-bot-app-service.scm.azurewebsites.net/api/deployments/latest"
}

az webapp config appsettings set -g rg-bot -n appointment-bot-[UNIQUE_SUFFIX] --settings `
 LuisApiKey=[YOUR_LUIS_API_KEY] `
 TwilioNumber=[YOUR_TWILIO_PHONE_NUMBER] `
 TwilioAccountSid=[YOUR_TWILIO_ACCOUNT_SID] `
 TwilioAuthToken=[YOUR_TWILIO_AUTH_TOKEN] `
 TwilioValidationUrl=[YOUR_BOT_TWILIO_ENDPOINT]

az webapp restart -g rg-bot -n appointment-bot-[UNIQUE_SUFFIX]