/// <summary>
/// Creates a QnAMaker dialog for the correct locale if it's not already present on the dialog stack.
/// Virtual method enables test mock scenarios.
/// </summary>
/// <param name="knowledgebaseId">Knowledgebase Identifier.</param>
/// <param name="cognitiveModels">CognitiveModelSet configuration information.</param>
/// <returns>QnAMakerDialog instance.</returns>
protected virtual QnAMakerDialog TryCreateQnADialog(string knowledgebaseId, CognitiveModelSet cognitiveModels)
{
if (!cognitiveModels.QnAConfiguration.TryGetValue(knowledgebaseId, out QnAMakerEndpoint qnaEndpoint) ||
qnaEndpoint == null)
{
throw new Exception($"Could not find QnA Maker knowledge base configuration with id: {knowledgebaseId}.");
}
// QnAMaker dialog already present on the stack?
if (Dialogs.Find(knowledgebaseId) == null)
{
return(new QnAMakerDialog(
knowledgeBaseId: qnaEndpoint.KnowledgeBaseId,
endpointKey: qnaEndpoint.EndpointKey,
hostName: qnaEndpoint.Host,
noAnswer: _templateManager.GenerateActivityForLocale("UnsupportedMessage"),
activeLearningCardTitle: _templateManager.GenerateActivityForLocale("QnaMakerAdaptiveLearningCardTitle").Text,
cardNoMatchText: _templateManager.GenerateActivityForLocale("QnaMakerNoMatchText").Text)
{
Id = knowledgebaseId
});
}
else
{
return(null);
}
}
protected override QnAMakerDialog TryCreateQnADialog(string knowledgebaseId, CognitiveModelSet cognitiveModels)
{
if (!cognitiveModels.QnAConfiguration.TryGetValue(knowledgebaseId, out QnAMakerEndpoint qnaEndpoint) ||
qnaEndpoint == null)
{
throw new Exception($"Could not find QnA Maker knowledge base configuration with id: {knowledgebaseId}.");
}
// QnAMaker dialog already present on the stack?
if (Dialogs.Find(knowledgebaseId) == null)
{
// Return a QnAMaker dialog using our Http Mock
return(new QnAMakerDialog(
knowledgeBaseId: qnaEndpoint.KnowledgeBaseId,
endpointKey: qnaEndpoint.EndpointKey,
hostName: qnaEndpoint.Host,
noAnswer: _templateManager.GenerateActivityForLocale("UnsupportedMessage"),
httpClient: new HttpClient(_mockHttpHandler))
{
Id = knowledgebaseId
});
}
else
{
return(null);
}
}
public BotServices(BotSettings settings)
{
foreach (var pair in settings.CognitiveModels)
{
var set = new CognitiveModelSet();
var language = pair.Key;
var config = pair.Value;
var dispatchApp = new LuisApplication(config.DispatchModel.AppId, config.DispatchModel.SubscriptionKey, config.DispatchModel.GetEndpoint());
set.DispatchService = new LuisRecognizer(dispatchApp);
if (config.LanguageModels != null)
{
foreach (var model in config.LanguageModels)
{
var luisApp = new LuisApplication(model.AppId, model.SubscriptionKey, model.GetEndpoint());
set.LuisServices.Add(model.Id, new LuisRecognizer(luisApp));
}
}
foreach (var kb in config.Knowledgebases)
{
var qnaEndpoint = new QnAMakerEndpoint()
{
KnowledgeBaseId = kb.KbId,
EndpointKey = kb.EndpointKey,
Host = kb.Hostname,
};
var qnaMaker = new QnAMaker(qnaEndpoint);
set.QnAServices.Add(kb.Id, qnaMaker);
}
CognitiveModelSets.Add(language, set);
}
}
public BotServices(BotSettings settings, IBotTelemetryClient client)
{
foreach (var pair in settings.CognitiveModels)
{
var set = new CognitiveModelSet();
var language = pair.Key;
var config = pair.Value;
var telemetryClient = client;
LuisRecognizerOptionsV3 luisOptions;
if (config.DispatchModel != null)
{
var dispatchApp = new LuisApplication(config.DispatchModel.AppId, config.DispatchModel.SubscriptionKey, config.DispatchModel.GetEndpoint());
luisOptions = new LuisRecognizerOptionsV3(dispatchApp)
{
TelemetryClient = telemetryClient,
LogPersonalInformation = true,
};
set.DispatchService = new LuisRecognizer(luisOptions);
}
if (config.LanguageModels != null)
{
foreach (var model in config.LanguageModels)
{
var luisApp = new LuisApplication(model.AppId, model.SubscriptionKey, model.GetEndpoint());
luisOptions = new LuisRecognizerOptionsV3(luisApp)
{
TelemetryClient = telemetryClient,
LogPersonalInformation = true,
PredictionOptions = new Microsoft.Bot.Builder.AI.LuisV3.LuisPredictionOptions()
{
IncludeInstanceData = true
}
};
set.LuisServices.Add(model.Id, new LuisRecognizer(luisOptions));
}
}
if (config.Knowledgebases != null)
{
foreach (var kb in config.Knowledgebases)
{
var qnaEndpoint = new QnAMakerEndpoint()
{
KnowledgeBaseId = kb.KbId,
EndpointKey = kb.EndpointKey,
Host = kb.Hostname,
};
set.QnAConfiguration.Add(kb.Id, qnaEndpoint);
}
}
CognitiveModelSets.Add(language, set);
}
}
public BotServices(BotSettings settings, IBotTelemetryClient client)
{
foreach (var pair in settings.CognitiveModels)
{
var set = new CognitiveModelSet();
var language = pair.Key;
var config = pair.Value;
var telemetryClient = client;
var luisOptions = new LuisPredictionOptions()
{
TelemetryClient = telemetryClient,
LogPersonalInformation = true,
SpellCheck = string.IsNullOrEmpty(settings.BingSpellCheckSubscriptionKey) ? false : true,
BingSpellCheckSubscriptionKey = settings.BingSpellCheckSubscriptionKey
};
if (config.DispatchModel != null)
{
var dispatchApp = new LuisApplication(config.DispatchModel.AppId, config.DispatchModel.SubscriptionKey, config.DispatchModel.GetEndpoint());
set.DispatchService = new LuisRecognizer(dispatchApp, luisOptions);
}
if (config.LanguageModels != null)
{
foreach (var model in config.LanguageModels)
{
var luisApp = new LuisApplication(model.AppId, model.SubscriptionKey, model.GetEndpoint());
set.LuisServices.Add(model.Id, new LuisRecognizer(luisApp, luisOptions));
}
}
if (config.Knowledgebases != null)
{
foreach (var kb in config.Knowledgebases)
{
var qnaEndpoint = new QnAMakerEndpoint()
{
KnowledgeBaseId = kb.KbId,
EndpointKey = kb.EndpointKey,
Host = kb.Hostname,
};
var qnaMaker = new QnAMaker(qnaEndpoint);
set.QnAServices.Add(kb.Id, qnaMaker);
}
}
CognitiveModelSets.Add(language, set);
}
}
// Runs when the dialog stack is empty, and a new message activity comes in.
protected override async Task OnMessageActivityAsync(DialogContext innerDc, CancellationToken cancellationToken = default)
{
var activity = innerDc.Context.Activity.AsMessageActivity();
var userProfile = await _userProfileState.GetAsync(innerDc.Context, () => new UserProfileState());
if (!string.IsNullOrEmpty(activity.Text))
{
// Get current cognitive models for the current locale.
CognitiveModelSet localizedServices = _services.GetCognitiveModels();
// Get dispatch result from turn state.
var dispatchResult = innerDc.Context.TurnState.Get <DispatchLuis>(StateProperties.DispatchResult);
(var dispatchIntent, var dispatchScore) = dispatchResult.TopIntent();
// Check if the dispatch intent maps to a skill.
var identifiedSkill = SkillRouter.IsSkill(_settings.Skills, dispatchIntent.ToString());
if (identifiedSkill != null)
{
// Start the skill dialog.
await innerDc.BeginDialogAsync(identifiedSkill.Id);
}
else if (dispatchIntent == DispatchLuis.Intent.q_Faq)
{
await innerDc.BeginDialogAsync("Faq");
}
else if (dispatchIntent == DispatchLuis.Intent.q_Chitchat)
{
innerDc.SuppressCompletionMessage(true);
await innerDc.BeginDialogAsync("Chitchat");
}
else if (dispatchIntent == DispatchLuis.Intent.q_HRBenefits)
{
innerDc.SuppressCompletionMessage(true);
await innerDc.BeginDialogAsync("HRBenefits");
}
else
{
innerDc.SuppressCompletionMessage(true);
await innerDc.Context.SendActivityAsync(_templateEngine.GenerateActivityForLocale("UnsupportedMessage", userProfile));
}
}
}
public BotServices(BotSettings settings)
{
foreach (var pair in settings.CognitiveModels)
{
var set = new CognitiveModelSet();
var language = pair.Key;
var config = pair.Value;
var telemetryClient = new BotTelemetryClient(new TelemetryClient(settings.AppInsights));
var luisOptions = new LuisPredictionOptions()
{
TelemetryClient = telemetryClient,
LogPersonalInformation = true,
};
var dispatchApp = new LuisApplication(config.DispatchModel.AppId, config.DispatchModel.SubscriptionKey, config.DispatchModel.GetEndpoint());
set.DispatchService = new LuisRecognizer(dispatchApp, luisOptions);
if (config.LanguageModels != null)
{
foreach (var model in config.LanguageModels)
{
var luisApp = new LuisApplication(model.AppId, model.SubscriptionKey, model.GetEndpoint());
set.LuisServices.Add(model.Id, new LuisRecognizer(luisApp, luisOptions));
}
}
foreach (var kb in config.Knowledgebases)
{
var qnaEndpoint = new QnAMakerEndpoint()
{
KnowledgeBaseId = kb.KbId,
EndpointKey = kb.EndpointKey,
Host = kb.Hostname,
};
var qnaMaker = new QnAMaker(qnaEndpoint, null, null, telemetryClient: telemetryClient, logPersonalInformation: true);
set.QnAServices.Add(kb.Id, qnaMaker);
}
CognitiveModelSets.Add(language, set);
}
}
