/// <inheritdoc/>
public override async Task <RecognizerResult> RecognizeAsync(DialogContext dialogContext, Activity activity, CancellationToken cancellationToken = default, Dictionary <string, string> telemetryProperties = null, Dictionary <string, double> telemetryMetrics = null)
{
var wrapper = new LuisRecognizer(RecognizerOptions(dialogContext), HttpClient);
// temp clone of turn context because luisrecognizer always pulls activity from turn context.
RecognizerResult result;
using (var tempContext = new TurnContext(dialogContext.Context, activity))
{
result = await wrapper.RecognizeAsync(tempContext, cancellationToken).ConfigureAwait(false);
}
TrackRecognizerResult(dialogContext, "LuisResult", FillRecognizerResultTelemetryProperties(result, telemetryProperties, dialogContext), telemetryMetrics);
return(result);
}
/// <inheritdoc/>
public override async Task <RecognizerResult> RecognizeAsync(DialogContext dialogContext, Activity activity, CancellationToken cancellationToken = default, Dictionary <string, string> telemetryProperties = null, Dictionary <string, double> telemetryMetrics = null)
{
var wrapper = new LuisRecognizer(RecognizerOptions(dialogContext), HttpClient);
// temp clone of turn context because luisrecognizer always pulls activity from turn context.
var tempContext = new TurnContext(dialogContext.Context.Adapter, activity);
foreach (var keyValue in dialogContext.Context.TurnState)
{
tempContext.TurnState[keyValue.Key] = keyValue.Value;
}
var result = await wrapper.RecognizeAsync(tempContext, cancellationToken).ConfigureAwait(false);
this.TrackRecognizerResult(dialogContext, "LuisResult", this.FillRecognizerResultTelemetryProperties(result, telemetryProperties, dialogContext), telemetryMetrics);
return(result);
}
public LuisTaskRecognizer()
{
var service = new LuisService()
{
AppId = "5e7068ca-eaa8-42f8-b6b0-f603b070c5ee",
SubscriptionKey = "2760aa3227d8414f9e948ac5eb1849fb",
Region = "westus",
Version = "2.0",
};
var app = new LuisApplication(service);
var regOptions = new LuisRecognizerOptionsV2(app)
{
IncludeAPIResults = true,
PredictionOptions = new LuisPredictionOptions()
{
IncludeAllIntents = true,
IncludeInstanceData = true
}
};
_luisRecognizer = new Microsoft.Bot.Builder.AI.Luis.LuisRecognizer(regOptions);
}
