public String Cognize(string query) {
Utterance utterance = new Utterance();
utterance.Query = query;
for (int i = 0; i < _intentList.Count; i++)
utterance.Intents.Add(_binaryClassificators[i].Classify(query));
return getJSON(utterance);
}
String getJSON(Utterance utterance) {
JObject json =
new JObject(
new JProperty("query", utterance.Query),
new JProperty("intents",
new JArray(
from intent in utterance.Intents
orderby intent.Score descending
select new JObject(
new JProperty("intent", intent.Name),
new JProperty("score", intent.Score)
)
)
)
);
return json.ToString();
}
public JObject Cognize(string query, bool debug = false)
{
Utterance utterance = new Utterance();
utterance.Query = query;
for (int i = 0; i < _intentList.Count; i++)
{
utterance.Intents.Add(_binaryClassificators[i].Classify(query, debug));
}
if (utterance.TopScoringIntent.Score < 0.8)
{
utterance.Intents.Add(new Intent("none", (float)0.8));
}
EntityExtractors.EntityExtractorController.Fetch(utterance);
return(utterance.GetResponse());
}