private RecognizerResult CreateChooseIntentResult(string text, Dictionary <string, RecognizerResult> recognizerResults)
{
// create IntentScore with { "recognizerId" : { ...RecognizerResult.. } }
var chooseIntentResult = new IntentScore()
{
Score = 0.5F
};
var intents = new JObject();
foreach (var recognizerResult in recognizerResults.Values)
{
var(topIntent, score) = recognizerResult.GetTopScoringIntent();
chooseIntentResult.Properties[topIntent] = recognizerResult;
}
return(new RecognizerResult()
{
Text = text,
Intents = new Dictionary <string, IntentScore>()
{
{ ChooseIntent, (IntentScore)chooseIntentResult }
}
});
}
private Task <RecognizerResult> RecognizeInternalAsync(ITurnContext turnContext, CancellationToken cancellationToken)
{
var text = turnContext.Activity.Text;
if (string.IsNullOrWhiteSpace(text))
{
return(null);
}
else
{
foreach (var regexMap in _map)
{
var match = regexMap.Key.Match(text);
if (match.Success)
{
var score = new IntentScore()
{
Score = 1.0
};
var intents = new Dictionary <string, IntentScore> {
{ regexMap.Value, score }
};
return(Task.FromResult(new RecognizerResult()
{
Text = text,
Intents = intents,
}));
}
}
return(null);
}
}
private (Intent intent, double score) UpdateCalendarLuisResultMock()
{
if (userInput == "update meeting")
{
IntentScore intentScore = new IntentScore();
intentScore.Score = 0.9;
this.Intents.Add(Calendar.Intent.ChangeCalendarEntry, intentScore);
return(Calendar.Intent.ChangeCalendarEntry, 0.90);
}
return(Calendar.Intent.None, 0.0);
}
private (Intent intent, double score) NextCalendarLuisResultMock()
{
if (userInput == "what is my next meeting")
{
IntentScore intentScore = new IntentScore();
intentScore.Score = 0.9;
this.Intents.Add(Calendar.Intent.NextMeeting, intentScore);
return(Calendar.Intent.NextMeeting, 0.90);
}
return(Calendar.Intent.None, 0.0);
}
public virtual Task <RecognizerResult> LuisIntentChange(DialogContext outerDc, RecognizerResult result, object options = null, CancellationToken cancellationToken = default)
{
//Kvoli volaniu NONE intentu kedže NONE intent nie je dialog
if (result.GetTopScoringIntent().intent.ToLower() == "none")
{
result.Intents.Clear();
IntentScore score = new IntentScore
{
Score = 1
};
result.Intents.Add(nameof(RootDialog), score);
}
return(Task.FromResult(result));
}
private (Intent intent, double score) SummaryCalendarTestLuisResultMock()
{
if (userInput == "What should I do today")
{
IntentScore intentScore = new IntentScore();
intentScore.Score = 0.9;
this.Intents.Add(Calendar.Intent.Summary, intentScore);
return(Calendar.Intent.Summary, 0.90);
}
else if (userInput == "No")
{
return(Calendar.Intent.None, 0.90);
}
return(Calendar.Intent.None, 0.0);
}
private (Intent intent, double score) CreateCalendarLuisResultMock()
{
if (userInput == "Create a meeting")
{
IntentScore intentScore = new IntentScore();
intentScore.Score = 0.9;
this.Intents.Add(Calendar.Intent.CreateCalendarEntry, intentScore);
return(Calendar.Intent.CreateCalendarEntry, 0.90);
}
else if (userInput == "Yes")
{
return(Calendar.Intent.None, 0.90);
}
return(Calendar.Intent.None, 0.0);
}
private Task <RecognizerResult> RecognizeInternalAsync(ITurnContext turnContext, CancellationToken cancellationToken)
{
string text = GetPlainText(turnContext);
var emptyResult = Task.FromResult(new RecognizerResult()
{
Text = string.Empty,
Intents = new Dictionary <string, IntentScore> {
{ "None", new IntentScore()
{
Score = 1.0,
} },
},
});
if (string.IsNullOrWhiteSpace(text))
{
return(emptyResult);
}
else
{
foreach (var intent in IntentStrings.All)
{
var regex = new Regex($@"^{intent}$", RegexOptions.IgnoreCase);
var match = regex.Match(text);
if (match.Success)
{
var score = new IntentScore()
{
Score = 1.0
};
var intents = new Dictionary <string, IntentScore> {
{ intent, score }
};
return(Task.FromResult(new RecognizerResult()
{
Text = text,
Intents = intents,
}));
}
}
return(emptyResult);
}
}
protected async Task <RecognizerResult> OnRecognize(SequenceContext sequenceContext, CancellationToken cancellationToken = default)
{
var context = sequenceContext.Context;
if (Recognizer != null)
{
var result = await Recognizer.RecognizeAsync(sequenceContext, cancellationToken).ConfigureAwait(false);
if (result.Intents.Any())
{
// just deal with topIntent
IntentScore topScore = null;
var topIntent = string.Empty;
foreach (var intent in result.Intents)
{
if (topScore == null || topScore.Score < intent.Value.Score)
{
topIntent = intent.Key;
topScore = intent.Value;
}
}
result.Intents.Clear();
result.Intents.Add(topIntent, topScore);
}
else
{
result.Intents.Add("None", new IntentScore {
Score = 0.0
});
}
return(result);
}
// none intent if there is no recognizer
return(new RecognizerResult
{
Text = context.Activity.Text ?? string.Empty,
Intents = new Dictionary <string, IntentScore> {
{ "None", new IntentScore {
Score = 0.0
} }
},
});
}
