public override async Task <RecognizerResult> RecognizeAsync(DialogContext dialogContext, string text, string locale, CancellationToken cancellationToken = default)
{
var client = GetMockedClient(text);
var recognizer = new LuisRecognizer(_options, client);
var result = await recognizer.RecognizeAsync(dialogContext, text, locale, cancellationToken);
if (client == null)
{
// Save response
var outPath = ResponsePath(text);
File.WriteAllText(outPath, JsonConvert.SerializeObject(result.Properties["luisResult"]));
}
return(result);
}
public void NullEndpoint()
{
// Arrange
GetEnvironmentVars();
var fieldInfo = typeof(LuisRecognizer).GetField("_luisRecognizerOptions", BindingFlags.NonPublic | BindingFlags.Instance);
// Act
var myappNull = new LuisApplication(AppId, Key, null);
var recognizerNull = new LuisRecognizer(new LuisRecognizerOptionsV3(myappNull), null);
// Assert
var app = (LuisRecognizerOptions)fieldInfo.GetValue(recognizerNull);
Assert.Equal("https://westus.api.cognitive.microsoft.com", app.Application.Endpoint);
}
public void EmptyEndpoint()
{
// Arrange
GetEnvironmentVars();
var fieldInfo = typeof(LuisRecognizer).GetField("_application", BindingFlags.NonPublic | BindingFlags.Instance);
// Act
var myappEmpty = new LuisApplication(AppId, Key, string.Empty);
var recognizerEmpty = new LuisRecognizer(myappEmpty, null);
// Assert
var app = (LuisApplication)fieldInfo.GetValue(recognizerEmpty);
Assert.AreEqual("https://westus.api.cognitive.microsoft.com", app.Endpoint);
}
public ControlAzureResourceRecognizer(IConfiguration configuration)
{
var luisIsConfigured = !string.IsNullOrEmpty(configuration["LuisAppId"]) && !string.IsNullOrEmpty(configuration["LuisAPIKey"]) && !string.IsNullOrEmpty(configuration["LuisAPIHostName"]);
if (luisIsConfigured)
{
var luisApplication = new LuisApplication(
configuration["LuisAppId"],
configuration["LuisAPIKey"],
"https://" + configuration["LuisAPIHostName"]);
LuisRecognizerOptions options = new LuisRecognizerOptionsV3(luisApplication);
_recognizer = new LuisRecognizer(options);
}
}
private static async Task <RecognizerResult> GetResults(string question, IConfiguration configuration)
{
var luisSettings = configuration.GetSection("LUISSettings");
var modelId = luisSettings["ModelId"];
var subscriptionKey = luisSettings["SubscriptionKey"];
var url = luisSettings["Url"];
var luisModel = new LuisModel(modelId, subscriptionKey, new System.Uri(url));
LuisRecognizer luisRecognizer1;
luisRecognizer1 = new LuisRecognizer(luisModel);
var recognizerResult = await luisRecognizer1.Recognize(question, System.Threading.CancellationToken.None);
return(recognizerResult);
}
private DialogSet ComposeRootDialog()
{
var dialogs = new DialogSet();
dialogs.Add(nameof(MainBot), new WaterfallStep[]
{
async(dc, args, next) =>
{
var utterance = dc.Context.Activity.Text?.Trim().ToLowerInvariant();
if (!string.IsNullOrEmpty(utterance))
{
// Decide which dialog to start based on top scoring Luis intent
var luisResult = await LuisRecognizer.Recognize <BankoLuisModel>(utterance, new CancellationToken());
// Decide which dialog to start.
switch (luisResult.TopIntent().intent)
{
case BankoLuisModel.Intent.Balance:
await dc.Begin(nameof(BalanceDialogContainer));
break;
case BankoLuisModel.Intent.Transfer:
var dialogArgs = new Dictionary <string, object>();
dialogArgs.Add(Keys.LuisArgs, luisResult.Entities);
await dc.Begin(nameof(TransferDialogContainer), dialogArgs);
break;
case BankoLuisModel.Intent.None:
default:
await dc.Context.SendActivity($"I dont know what you want to do. Type `make a transfer` or `get a balance`.");
await next();
break;
}
}
else
{
await dc.End();
}
}
});
// Add our child dialogs.
dialogs.Add(nameof(BalanceDialogContainer), BalanceDialogContainer.Instance);
dialogs.Add(nameof(TransferDialogContainer), TransferDialogContainer.Instance);
return(dialogs);
}
/// <summary>
/// Initializes a new instance of the <see cref="EchoWithCounterBot"/> class.
/// </summary>
/// <param name="accessors">A class containing <see cref="IStatePropertyAccessor{T}"/> used to manage state.</param>
/// <param name="loggerFactory">A <see cref="ILoggerFactory"/> that is hooked to the Azure App Service provider.</param>
/// <seealso cref="https://docs.microsoft.com/en-us/aspnet/core/fundamentals/logging/?view=aspnetcore-2.1#windows-eventlog-provider"/>
public EchoWithCounterBot(EchoBotAccessors accessors, LuisRecognizer luis)
{
_accessors = accessors ?? throw new System.ArgumentNullException("accessor can't be null");
// DialogState accessor
_dialogs = new DialogSet(accessors.ConversationDialogState);
// This array defines how the Waterfall will execute.
var standard_waterfallSteps = new WaterfallStep[]
{
GetAgreementAsync,
AskFeelingAsync,
SuicidalThinkingAsync,
RelationshipAsync,
FrequencyofFeelingAsync,
PlanSuicideAsync,
TrySuicideAsync,
BeforeResultAsync,
ResultAsync,
};
var feelingAgain_waterfallSteps = new WaterfallStep[]
{
ConfirmationAsync,
SuicidalThinkingAsync,
RelationshipAsync,
FrequencyofFeelingAsync,
TrySuicideAsync,
PlanSuicideAsync,
BeforeResultAsync,
ResultAsync,
};
// Add named dialogs to the DialogSet. These names are saved in the dialog state.
_dialogs.Add(new WaterfallDialog("details", standard_waterfallSteps));
_dialogs.Add(new WaterfallDialog(Dialogs.ConfirmationAsync, feelingAgain_waterfallSteps));
_dialogs.Add(new TextPrompt("name"));
_dialogs.Add(new TextPrompt("feeling"));
_dialogs.Add(new TextPrompt("confirmation"));
_dialogs.Add(new TextPrompt("suicidalthinking"));
_dialogs.Add(new TextPrompt("frequency"));
_dialogs.Add(new TextPrompt("trysuicide"));
_dialogs.Add(new TextPrompt("plansuicide"));
_dialogs.Add(new TextPrompt("beforeresult"));
// The incoming luis variable is the LUIS Recognizer we added above.
this.Recognizer = luis ?? throw new System.ArgumentNullException(nameof(luis));
}
/// <summary>
/// Initialize the bot's references to external services.
/// For example, Luis services created here. External services are configured
/// using the <see cref="BotConfiguration"/> class (based on the contents of your .bot file).
/// </summary>
/// <param name="config">Configuration object based on your .bot file.</param>
/// <returns>A <see cref="BotConfiguration"/> representing client objects to access external services the bot uses.</returns>
/// <seealso cref="BotConfiguration"/>
/// <seealso cref="LuisRecognizer"/>
/// <seealso cref="TelemetryClient"/>
private static BotServices InitBotServices(BotConfiguration config)
{
var luisServices = new Dictionary <string, LuisRecognizer>();
foreach (var service in config.Services)
{
switch (service.Type)
{
case ServiceTypes.Luis:
{
var luis = (LuisService)service;
if (luis == null)
{
throw new InvalidOperationException("The LUIS service is not configured correctly in your '.bot' file.");
}
if (string.IsNullOrWhiteSpace(luis.AppId))
{
throw new InvalidOperationException("The LUIS Model Application Id ('appId') is required to run this sample. Please update your '.bot' file.");
}
if (string.IsNullOrWhiteSpace(luis.AuthoringKey))
{
throw new InvalidOperationException("The LUIS Authoring Key ('authoringKey') is required to run this sample. Please update your '.bot' file.");
}
if (string.IsNullOrWhiteSpace(luis.SubscriptionKey))
{
throw new InvalidOperationException("The Subscription Key ('subscriptionKey') is required to run this sample. Please update your '.bot' file.");
}
if (string.IsNullOrWhiteSpace(luis.Region))
{
throw new InvalidOperationException("The Region ('region') is required to run this sample. Please update your '.bot' file.");
}
var app = new LuisApplication(luis.AppId, luis.SubscriptionKey, luis.Region);
var recognizer = new LuisRecognizer(app);
luisServices.Add(LuisBot.LuisKey, recognizer);
break;
}
}
}
var connectedServices = new BotServices(luisServices);
return(connectedServices);
}
public FabrikamServiceBot(FabrikamServiceBotAccessors accessors)
{
_accessors = accessors ?? throw new System.ArgumentNullException(nameof(accessors));
//get the luis app id & key
var MicrosoftLuisAppId = ConfigurationManager.AppSettings["MicrosoftLuisAppId"];
var MicrosoftLuisKey = ConfigurationManager.AppSettings["MicrosoftLuisKey"];
var LuisApp = new LuisApplication(ConfigurationManager.AppSettings["MicrosoftLuisAppId"], ConfigurationManager.AppSettings["MicrosoftLuisKey"], ConfigurationManager.AppSettings["MicrosoftLuisEndPoint"]);
var LuisOptions = new LuisPredictionOptions
{
IncludeAllIntents = true,
};
luisRecognizer = new LuisRecognizer(LuisApp, LuisOptions, true);
}
protected override async Task OnMessageActivityAsync(ITurnContext <IMessageActivity> turnContext, CancellationToken cancellationToken)
{
var luisApplication = new LuisApplication(
_configuration["LuisApplicationID"],
_configuration["LuisEndPointKey"],
_configuration["LuisEndPoint"]);
var recognizer = new LuisRecognizer(luisApplication);
// The actual call to LUIS
var recognizerResult = await recognizer.RecognizeAsync(turnContext, cancellationToken);
var topIntent = recognizerResult.GetTopScoringIntent();
// Next, we call the dispatcher with the top intent.
await DispatchToTopIntentAsync(turnContext, topIntent.intent, recognizerResult, cancellationToken);
}
public void LuisRecognizer_Timeout()
{
var endpoint = "https://westus.api.cognitive.microsoft.com/luis/v2.0/apps/b31aeaf3-3511-495b-a07f-571fc873214b?verbose=true&timezoneOffset=-360&subscription-key=048ec46dc58e495482b0c447cfdbd291&q=";
var expectedTimeout = 300;
var opts = new LuisRecognizerOptionsV2(new LuisApplication(endpoint))
{
Timeout = 300,
};
var recognizerWithTimeout = new LuisRecognizer(opts);
Assert.IsNotNull(recognizerWithTimeout);
Assert.AreEqual(expectedTimeout, LuisRecognizer.DefaultHttpClient.Timeout.Milliseconds);
}
public TeamsActionRecognizer(IConfiguration configuration)
{
var luisIsConfigured = !string.IsNullOrEmpty(configuration["LuisAppId"]) &&
!string.IsNullOrEmpty(configuration["LuisAPIKey"]) &&
!string.IsNullOrEmpty(configuration["LuisAPIHostName"]);
if (luisIsConfigured)
{
var luisApplication = new LuisApplication(
configuration["LuisAppId"],
configuration["LuisAPIKey"],
"https://" + configuration["LuisAPIHostName"]);
_recognizer = new LuisRecognizer(luisApplication);
}
}
public EchoBot(EchoBotAccessors accessors, IOptions <MySettings> config, LuisRecognizer luisRecognizer, QnAMaker qna)
{
_accessors = accessors ?? throw new System.ArgumentNullException(nameof(accessors));
QnA = qna ?? throw new ArgumentNullException(nameof(qna));
// Initialize the dialogs
_dialogs = new DialogSet(_accessors.ConversationDialogState);
// Initialize the TTSS
// Initialize the LUIS recognizer
_luis = luisRecognizer;
// Register the dialog
_dialogs.Add(new ReservationDialog(_accessors.ReservationState, null));
}
public EchoBot(EchoBotAccessors accessors, LuisRecognizer luisRecognizer, IConfiguration configuration, IBotTelemetryClient telemetry)
{
_accessors = accessors ?? throw new System.ArgumentNullException(nameof(accessors));
_dialogs = new DialogSet(_accessors.ConversationDialogState);
_luis = luisRecognizer;
Configuration = configuration;
_telemetry = telemetry;
dh = new DialogHelper();
_ttsService = new TextToSpeechService();
var waterfallSteps = new WaterfallStep[]
{
ZeroStepAsync,
FirstStepAsync,
SecondStepAsync,
ThirdStepAsync,
FourthStepAsync,
};
var waterfallSteps2 = new WaterfallStep[]
{
Assessment_ZeroStep,
Assessment_FirstStep,
};
var waterfallSteps3 = new WaterfallStep[]
{
Count_ZeroStep,
Count_FirstStep,
};
_dialogs.Add(new WaterfallDialog("booking", waterfallSteps));
_dialogs.Add(new WaterfallDialog("navigation", waterfallSteps2));
_dialogs.Add(new WaterfallDialog("YesNo", waterfallSteps3));
_dialogs.Add(new TextPrompt("B1"));
_dialogs.Add(new TextPrompt("B2"));
_dialogs.Add(new TextPrompt("B3"));
_dialogs.Add(new TextPrompt("B4"));
_dialogs.Add(new TextPrompt("YN1"));
_dialogs.Add(new TextPrompt("N1"));
}
private DialogSet ComposeRootDialog()
{
var dialogs = new DialogSet();
try
{
dialogs.Add(nameof(WeatherBot), new WaterfallStep[]
{
async(dc, args, next) =>
{
try
{
var utterance = dc.Context.Activity.Text?.Trim().ToLowerInvariant();
if (!string.IsNullOrEmpty(utterance))
{
// Decide which dialog to start based on top scoring Luis intent
var luisResult = await LuisRecognizer.Recognize <WeatherLuisModel>(utterance, new CancellationToken());
// Decide which dialog to start.
switch (luisResult.TopIntent().intent)
{
case WeatherLuisModel.Intent.Get_Weather_Condition:
var dialogArgs = new Dictionary <string, object>();
dialogArgs.Add(Constantes.LuisArgs, luisResult.Entities);
await dc.Begin(nameof(WeatherDialogContainer), dialogArgs);
break;
}
}
else
{
await dc.End();
}
}
catch (Exception ex)
{
}
}
});
}
catch (Exception ex)
{
}
// Add our child dialogs.
dialogs.Add(nameof(WeatherDialogContainer), WeatherDialogContainer.Instance);
return(dialogs);
}
private static BotServices InitBotServices(BotConfiguration config)
{
var qnaServices = new Dictionary <string, QnAMaker>();
var luisServices = new Dictionary <string, LuisRecognizer>();
foreach (var service in config.Services)
{
switch (service.Type)
{
case ServiceTypes.Luis:
{
var luis = (LuisService)service;
var app = new LuisApplication(luis.AppId, luis.AuthoringKey, luis.GetEndpoint());
var recognizer = new LuisRecognizer(app);
luisServices.Add(luis.Name, recognizer);
break;
}
case ServiceTypes.Dispatch:
var dispatch = (DispatchService)service;
var dispatchApp = new LuisApplication(dispatch.AppId, dispatch.AuthoringKey, dispatch.GetEndpoint());
// Since the Dispatch tool generates a LUIS model, we use the LuisRecognizer to resolve the
// dispatching of the incoming utterance.
var dispatchARecognizer = new LuisRecognizer(dispatchApp);
luisServices.Add(dispatch.Name, dispatchARecognizer);
break;
case ServiceTypes.QnA:
{
var qna = (QnAMakerService)service;
var qnaEndpoint = new QnAMakerEndpoint()
{
KnowledgeBaseId = qna.KbId,
EndpointKey = qna.EndpointKey,
Host = qna.Hostname,
};
var qnaMaker = new QnAMaker(qnaEndpoint);
qnaServices.Add(qna.Name, qnaMaker);
break;
}
}
}
return(new BotServices(qnaServices, luisServices));
}
private Dictionary <string, LuisRecognizer> BuildDictionary(IBotTelemetryClient botTelemetryClient = null)
{
Dictionary <string, LuisRecognizer> result = new Dictionary <string, LuisRecognizer>();
foreach (LuisApp app in config.LuisApplications)
{
var luis = new LuisApplication(app.AppId, app.AuthoringKey, app.Endpoint);
LuisPredictionOptions luisPredictionOptions = null;
LuisRecognizer recognizer = null;
bool needsPredictionOptions = false;
if ((!string.IsNullOrEmpty(config.BingSpellCheckSubscriptionKey)) || (config.EnableLuisTelemetry))
{
needsPredictionOptions = true;
}
if (needsPredictionOptions)
{
luisPredictionOptions = new LuisPredictionOptions();
if (config.EnableLuisTelemetry)
{
luisPredictionOptions.TelemetryClient = botTelemetryClient;
luisPredictionOptions.Log = true;
luisPredictionOptions.LogPersonalInformation = true;
}
if (!string.IsNullOrEmpty(config.BingSpellCheckSubscriptionKey))
{
luisPredictionOptions.BingSpellCheckSubscriptionKey = config.BingSpellCheckSubscriptionKey;
luisPredictionOptions.SpellCheck = true;
luisPredictionOptions.IncludeAllIntents = true;
}
recognizer = new LuisRecognizer(luis, luisPredictionOptions);
}
else
{
recognizer = new LuisRecognizer(luis);
}
result.Add(app.Name, recognizer);
}
return(result);
}
public ThirdThursdayBot(IConfiguration configuration)
{
//_service = new FirebaseService(configuration.GetSection("DatabaseEndpoint")?.Value);
_service = new FirebaseServiceMock(configuration.GetSection("DatabaseEndpoint")?.Value);
_yelpService = new YelpService(
configuration.GetSection("YelpClientId")?.Value,
configuration.GetSection("YelpClientSecret")?.Value,
configuration.GetSection("YelpPreferredLocation")?.Value
);
var luidModelId = configuration.GetSection($"Luis-ModelId-Lunch")?.Value;
var luisSubscriptionKey = configuration.GetSection("Luis-SubscriptionKey")?.Value;
var luisUri = configuration.GetSection("Luis-Url")?.Value;
this.luisLunchModel = new LuisApplication(luidModelId, luisSubscriptionKey, luisUri);
this.luisRecognizer = new LuisRecognizer(luisLunchModel);
}
/// <summary>
/// Initializes a new instance of the <see cref="CarWashBot"/> class.
/// </summary>
/// <param name="accessors">The state accessors for managing bot state.</param>
/// <param name="botConfig">The parsed .bot config file.</param>
/// <param name="services">External services.</param>
/// <param name="loggerFactory">Logger.</param>
/// <param name="telemetryClient">Telemetry client.</param>
public CarWashBot(StateAccessors accessors, BotConfiguration botConfig, BotServices services, ILoggerFactory loggerFactory, TelemetryClient telemetryClient)
{
_accessors = accessors ?? throw new ArgumentNullException(nameof(accessors));
if (botConfig == null)
{
throw new ArgumentNullException(nameof(botConfig));
}
if (services == null)
{
throw new ArgumentNullException(nameof(services));
}
_telemetryClient = telemetryClient;
// Verify LUIS configuration.
if (!services.LuisServices.ContainsKey(LuisConfiguration))
{
throw new InvalidOperationException($"Invalid configuration. Please check your '.bot' file for a LUIS service named '{LuisConfiguration}'.");
}
_luis = services.LuisServices[LuisConfiguration];
// Verify QnAMaker configuration.
if (!services.QnAServices.ContainsKey(QnAMakerConfiguration))
{
throw new ArgumentException($"Invalid configuration. Please check your '.bot' file for a QnA service named '{QnAMakerConfiguration}'.");
}
_qna = services.QnAServices[QnAMakerConfiguration];
// Verify Storage configuration.
if (!services.StorageServices.ContainsKey(StorageConfiguration))
{
throw new ArgumentException($"Invalid configuration. Please check your '.bot' file for a Storage service named '{StorageConfiguration}'.");
}
_storage = services.StorageServices[StorageConfiguration];
Dialogs = new DialogSet(_accessors.DialogStateAccessor);
Dialogs.Add(new NewReservationDialog(_accessors.NewReservationStateAccessor, telemetryClient));
Dialogs.Add(new ConfirmDropoffDialog(_accessors.ConfirmDropoffStateAccessor, telemetryClient));
Dialogs.Add(new CancelReservationDialog(_accessors.CancelReservationStateAccessor, telemetryClient));
Dialogs.Add(new FindReservationDialog(telemetryClient));
Dialogs.Add(new NextFreeSlotDialog(telemetryClient));
Dialogs.Add(new AuthDialog(accessors.UserProfileAccessor, _storage, telemetryClient));
Dialogs.Add(AuthDialog.LoginPromptDialog());
// Dialogs.Add(FormDialog.FromForm(NewReservationForm.BuildForm));
}
public BotServices(BotConfiguration botConfiguration)
{
foreach (var service in botConfiguration.Services)
{
switch (service.Type)
{
case ServiceTypes.Luis:
{
var luis = (LuisService)service;
var app = new LuisApplication(luis.AppId, luis.AuthoringKey, luis.GetEndpoint());
var recognizer = new LuisRecognizer(app);
LuisServices.Add(luis.Name, recognizer);
break;
}
}
}
}
public ChatBoxBot(ConversationState conversationState, UserState userState, IChannelClient client,
QnAMaker qna, LuisRecognizer luis, ILoggerFactory loggerFactory)
{
_userState = userState;
_converationState = conversationState;
QnA = qna;
Recognizer = luis;
ConversationDialogState = _converationState.CreateProperty <DialogState>($"{nameof(ChatBox)}.ConversationDialogState");
UserSelectionsState = _userState.CreateProperty <UserSelections>($"{nameof(ChatBox)}.UserSelectionsState");
_logger = loggerFactory.CreateLogger <ChatBoxBot>();
_dialogs = new DialogSet(ConversationDialogState);
_dialogs.Add(new WhenNextDialog(Constants.WhenNextIntent, UserSelectionsState, client));
_dialogs.Add(new SetTimezoneDialog(Constants.SetTimezoneIntent, UserSelectionsState));
_dialogs.Add(new LiveNowDialog(Constants.LiveNow, client));
_dialogs.Add(new DiscoveryDialog(Constants.DiscoverIntent, client));
}
public LuisService(IConfiguration configuration)
{
var luisApplication = new LuisApplication(
configuration["LuisAppId"],
configuration["LuisApiKey"],
configuration["LuisHostName"]
);
var recognizerOptions = new LuisRecognizerOptionsV3(luisApplication)
{
PredictionOptions = new Microsoft.Bot.Builder.AI.LuisV3.LuisPredictionOptions()
{
IncludeInstanceData = true
}
};
_luisRecognizer = new LuisRecognizer(recognizerOptions);
}
//ToDo: Revisit this once we have more channels
//private List<IConversationalHubChannel> _channels;
public ConversationalHub(
ITranscriptRepository transcriptRepository
, IHubRepository hubRepository
, ISpeechService speechRepository
, LuisRecognizer dispatch
, List <BotIntent> botIntents
)
{
//ToDo: Revisit this once we have more channels
//_channels = new List<IConversationalHubChannel>();
_transcriptRepo = transcriptRepository;
_hubRepo = hubRepository;
_speechRepo = speechRepository;
_dispatch = dispatch;
_botIntents = botIntents;
}
public AddressRecognizer(IConfiguration configuration)
{
var luisKeyKey = "LuisAPIKey" + configuration["region"];
var luisHostNameKey = "LuisAPIHostName" + configuration["region"];
var luisIsConfigured = !string.IsNullOrEmpty(configuration["LuisAppId"]) && !string.IsNullOrEmpty(configuration[luisKeyKey]) && !string.IsNullOrEmpty(configuration[luisHostNameKey]);
if (luisIsConfigured)
{
var luisApplication = new LuisApplication(
configuration["LuisAppId"],
configuration[luisKeyKey],
configuration[luisHostNameKey]);
_recognizer = new LuisRecognizer(luisApplication);
}
}
/// <summary>
/// Creates the analyzer.
/// </summary>
/// <param name="config">The configuration of the bot</param>
/// <param name="lang">Defines the language.</param>
/// <param name="threshold">The default threshold for Luis classification.</param>
/// <exception cref="ArgumentException">unsupported language.</exception>
public LUISQuestionAnalyzer(IConfiguration config, Language lang, double threshold)
{
if (!Configs.ContainsKey(lang))
{
throw new ArgumentException("Your Language is not supported.");
}
var map = config.GetSection("QuestionAnalyzer").GetSection(Configs[lang]).Get <Dictionary <string, object> >();
LuisServiceDefinition lsd = JsonConvert.DeserializeObject <LuisServiceDefinition>(JsonConvert.SerializeObject(map));
_classifier = new LuisRecognizer(
new LuisRecognizerOptionsV2(new LuisApplication(lsd.GetLuisService()))
{
PredictionOptions = lsd.GetPredictOpts()
}
);
_threshold = threshold;
}
public MainBot(IConfiguration configuration)
{
// Create DialogSet
_dialogs = ComposeRootDialog();
// Create the LUIS recognizer for our model.
var luisRecognizerOptions = new LuisRecognizerOptions {
Verbose = true
};
var luisModel = new LuisModel(
configuration[Keys.LuisModel],
configuration[Keys.LuisSubscriptionKey],
new Uri(configuration[Keys.LuisUriBase]),
LuisApiVersion.V2);
LuisRecognizer = new LuisRecognizer(luisModel, luisRecognizerOptions, null);
}
public static async Task <LUISResponse> ExecuteLuisQuery(IConfiguration configuration, ILogger logger, ITurnContext turnContext, CancellationToken cancellationToken)
{
LUISResponse response = new LUISResponse();
try
{
// Cria as configurações do LUIS a partir da configuração.
var luisApplication = new LuisApplication(
configuration["LuisAppId"],
configuration["LuisAPIKey"],
"https://" + configuration["LuisAPIHostName"]
);
var recognizer = new LuisRecognizer(luisApplication);
// Chama o LUIS
var recognizerResult = await recognizer.RecognizeAsync(turnContext, cancellationToken);
var(intent, score) = recognizerResult.GetTopScoringIntent();
Enum.TryParse(intent, out Intencao intencao);
response.Intencao = intencao;
switch (intencao)
{
case Intencao.conversa_saudacao:
break;
case Intencao.conversa_sobre:
break;
case Intencao.moeda_cotacao:
response.Entidade = recognizerResult.Entities["Moeda"]?.FirstOrDefault().ToString();
break;
case Intencao.moeda_listagem:
break;
}
}
catch (Exception e)
{
logger.LogWarning($"Exceção LUIS: {e.Message} Verifique sua configuração LUIS.");
}
return(response);
}
public async Task Telemetry_NoPiiLoggedAsync()
{
// Arrange
// Note this is NOT a real LUIS application ID nor a real LUIS subscription-key
// theses are GUIDs edited to look right to the parsing and validation code.
var endpoint = "https://westus.api.cognitive.microsoft.com/luis/v3.0-preview/apps/b31aeaf3-3511-495b-a07f-571fc873214b/slots/production/predict?verbose=true&timezoneOffset=-360&subscription-key=048ec46dc58e495482b0c447cfdbd291&q=";
var clientHandler = new EmptyLuisResponseClientHandler();
var luisApp = new LuisApplication(endpoint);
var telemetryClient = new Mock <IBotTelemetryClient>();
var adapter = new NullAdapter();
var activity = new Activity
{
Type = ActivityTypes.Message,
Text = "please book from May 5 to June 6",
Recipient = new ChannelAccount(), // to no where
From = new ChannelAccount(), // from no one
Conversation = new ConversationAccount(), // on no conversation
};
var turnContext = new TurnContext(adapter, activity);
var options = new LuisRecognizerOptions
{
TelemetryClient = telemetryClient.Object,
LogPersonalInformation = false,
HttpClient = clientHandler,
};
var recognizer = new LuisRecognizer(luisApp, options);
// Act
var result = await recognizer.RecognizeAsync(turnContext).ConfigureAwait(false);
// Assert
Assert.IsNotNull(result);
Assert.AreEqual(telemetryClient.Invocations.Count, 1);
Assert.AreEqual(telemetryClient.Invocations[0].Arguments[0].ToString(), "LuisResult");
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).Count == 7);
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("applicationId"));
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("intent"));
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("intentScore"));
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("intent2"));
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("intentScore2"));
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("fromId"));
Assert.IsTrue(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("entities"));
Assert.IsFalse(((Dictionary <string, string>)telemetryClient.Invocations[0].Arguments[1]).ContainsKey("question"));
}
public static async Task <BookingHotelDetail> ExecuteLuisQuery(IConfiguration configuration, ILogger logger, ITurnContext turnContext, CancellationToken cancellationToken)
{
var bookingDetails = new BookingDetail();
try
{
// Create the LUIS settings from configuration.
var luisApplication = new LuisApplication(
configuration["LuisAppId"],
configuration["LuisAPIKey"],
"https://" + configuration["LuisAPIHostName"]
);
var recognizer = new LuisRecognizer(luisApplication);
// The actual call to LUIS
var recognizerResult = await recognizer.RecognizeAsync(turnContext, cancellationToken);
var(intent, score) = recognizerResult.GetTopScoringIntent();
if (intent == "订酒店")
{
// We need to get the result from the LUIS JSON which at every level returns an array.
if (recognizerResult.Entities["location"] == null || recognizerResult.Entities["datetimeV2"] == null)
{
Console.WriteLine("Error :");
Console.WriteLine("LUIS setting Error");
Console.WriteLine("LUIS model training uncertain,There are some entites missing.");
// bookingDetails.Location = "北京市";
// bookingDetails.StartDate = "2019-07-20";
}
// bookingDetails.Location = recognizerResult.Entities["location"]?.ToString();
// bookingDetails.StartDate = recognizerResult.Entities["datetimeV2"]?.ToString();
}
// logger.LogWarning($"Predidct by luis.ai result that your intent is {intent} with score {score}");
Console.WriteLine(intent);
Console.WriteLine(score);
}
catch (Exception e)
{
logger.LogWarning($"LUIS Exception: {e.Message} Check your LUIS configuration.");
}
return(bookingDetails);
}
public void Telemetry_Construction()
{
// Arrange
// Note this is NOT a real LUIS application ID nor a real LUIS subscription-key
// theses are GUIDs edited to look right to the parsing and validation code.
var endpoint = "https://westus.api.cognitive.microsoft.com/luis/v3.0-preview/apps/b31aeaf3-3511-495b-a07f-571fc873214b/slots/production/predict?verbose=true&timezoneOffset=-360&subscription-key=048ec46dc58e495482b0c447cfdbd291&q=";
var fieldInfo = typeof(LuisRecognizer).GetField("_application", BindingFlags.NonPublic | BindingFlags.Instance);
// Act
var recognizer = new LuisRecognizer(new LuisApplication(endpoint));
// Assert
var app = (LuisApplication)fieldInfo.GetValue(recognizer);
Assert.AreEqual("b31aeaf3-3511-495b-a07f-571fc873214b", app.ApplicationId);
Assert.AreEqual("048ec46dc58e495482b0c447cfdbd291", app.EndpointKey);
Assert.AreEqual("https://westus.api.cognitive.microsoft.com", app.Endpoint);
}