public TextAnalyticsDialog(TextAnalyticsDocumentSentimentModel textAnalyticsDocumentSentimentModel)
{
_textAnalyticsDocumentSentimentModel = textAnalyticsDocumentSentimentModel;
}
public LuisDialog(Answer luisAnswer, TextAnalyticsDocumentSentimentModel textAnalyticsDocumentSentimentModel, string utterance)
{
_luisAnswer = luisAnswer;
_textAnalyticsDocumentSentimentModel = textAnalyticsDocumentSentimentModel;
_utterance = utterance;
}
public async Task <TextAnalyticsDocumentSentimentModel> CallTextAnalytics(string utterance)
{
// Create a client.
ITextAnalyticsAPI client = new TextAnalyticsAPI();
client.AzureRegion = AzureRegions.Westeurope;
client.SubscriptionKey = _textAnalyticsSubscriptionKey;
var keysList = "";
var language = client.DetectLanguage(
new BatchInput(
new List <Input>()
{
new Input("0", utterance)
}));
foreach (var document in language.Documents)
{
Console.WriteLine("Document ID: {0} , Language: {1}", document.Id, document.DetectedLanguages[0].Name);
}
var lang = language.Documents.FirstOrDefault()?.DetectedLanguages.FirstOrDefault()?.Iso6391Name;
var keys = client.KeyPhrases(
new MultiLanguageBatchInput(
new List <MultiLanguageInput>()
{
new MultiLanguageInput(lang, "0", utterance),
}));
var sentiment = client.Sentiment(new MultiLanguageBatchInput(new List <MultiLanguageInput>()
{
new MultiLanguageInput(lang, "0", utterance)
}));
//Si les sentiments sont nulls, on renvoie un objet vide
if (sentiment.Documents == null)
{
return(new TextAnalyticsDocumentSentimentModel());
}
{
var document = new TextAnalyticsDocumentSentimentModel
{
Text = utterance,
Score = sentiment.Documents.FirstOrDefault(x => x.Id == "0")?.Score,
Id = sentiment.Documents.FirstOrDefault()?.Id,
Language = lang
};
if (keys.Documents != null)
{
foreach (var item in keys.Documents.SelectMany(x => x.KeyPhrases).ToList())
{
document.KeyWords += item;
}
}
if (language.Documents == null)
{
return(document);
}
{
foreach (var item in language.Documents.SelectMany(x => x.DetectedLanguages).ToList())
{
document.DetectedLanguage += item.Name;
}
}
return(document);
}
}
public QnaDialog(QnaAnswerModel qnaAnswerModel, TextAnalyticsDocumentSentimentModel textAnalyticsDocumentSentimentModel)
{
_qnaAnswerModel = qnaAnswerModel;
_textAnalyticsDocumentSentimentModel = textAnalyticsDocumentSentimentModel;
}