private LabeledUtterance LuisResultToLabeledUtterance(SpeechPredictionResponse speechPredictionResponse)
{
if (speechPredictionResponse == null)
{
return(new LabeledUtterance(null, null, null));
}
var mappedTypes = this.LuisSettings.PrebuiltEntityTypes
.ToDictionary(pair => $"builtin.{pair.Value}", pair => pair.Key);
var query = speechPredictionResponse.PredictionResponse.Query;
var entities = GetEntities(
query,
speechPredictionResponse.PredictionResponse.Prediction.Entities,
mappedTypes)?
.ToList();
var intent = speechPredictionResponse.PredictionResponse.Prediction.TopIntent;
var intents = speechPredictionResponse.PredictionResponse.Prediction.Intents?.Select(i => new { Intent = i.Key, i.Value.Score });
var intentData = default(Intent);
speechPredictionResponse.PredictionResponse.Prediction.Intents?.TryGetValue(intent, out intentData);
return(new LabeledUtterance(query, intent, entities)
.WithProperty("intents", intents)
.WithScore(intentData?.Score)
.WithTextScore(speechPredictionResponse.TextScore)
.WithTimestamp(DateTimeOffset.Now));
}
private LabeledUtterance LuisResultToLabeledUtterance(SpeechPredictionResponse speechPredictionResponse)
{
if (speechPredictionResponse == null)
{
return(new LabeledUtterance(null, null, null));
}
var mappedTypes = this.LuisSettings.PrebuiltEntityTypes
.ToDictionary(pair => $"builtin.{pair.Value}", pair => pair.Key);
var intent = speechPredictionResponse.PredictionResponse.Prediction.TopIntent;
var entities = GetEntities(
speechPredictionResponse.PredictionResponse.Query,
speechPredictionResponse.PredictionResponse.Prediction.Entities,
mappedTypes)?
.ToList();
var intentData = default(Intent);
speechPredictionResponse.PredictionResponse.Prediction.Intents?.TryGetValue(intent, out intentData);
return((intentData != null && intentData.Score.HasValue) || Math.Abs(speechPredictionResponse.TextScore) > Epsilon
? new ScoredLabeledUtterance(speechPredictionResponse.PredictionResponse.Query, intent, intentData?.Score ?? 0, speechPredictionResponse.TextScore, entities)
: new LabeledUtterance(speechPredictionResponse.PredictionResponse.Query, intent, entities));
}
private ILabeledUtterance LuisResultToLabeledUtterance(SpeechPredictionResponse speechPredictionResponse)
{
if (speechPredictionResponse == null)
{
return(new LabeledUtterance(null, null, null));
}
var query = speechPredictionResponse.PredictionResponse.Query;
var entities = GetEntities(
query,
speechPredictionResponse.PredictionResponse.Prediction.Entities)?
.ToList();
var intent = speechPredictionResponse.PredictionResponse.Prediction.TopIntent;
var intents = speechPredictionResponse.PredictionResponse.Prediction.Intents?.Select(i => new { Intent = i.Key, i.Value.Score });
var intentData = default(Intent);
speechPredictionResponse.PredictionResponse.Prediction.Intents?.TryGetValue(intent, out intentData);
return(new LabeledUtterance(query, intent, entities)
.WithProperty("intents", intents)
.WithScore(intentData?.Score)
.WithTextScore(speechPredictionResponse.TextScore)
.WithTimestamp(DateTimeOffset.Now));
}
