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);
}
}
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);
}
}