public String CognizeDebug(String query)
{
var startlightResponse = IntentClassificatorSingleton.Instance.Cognize(query);
logger.LogDebug($"[{LogPrefix.Processing}]: Starlight returned the following object for the query {query}: {startlightResponse}");
var utterance = new Utterance(startlightResponse);
var highIntent = utterance.Intents.First(i => i.Score == utterance.Intents.Max(i => i.Score));
logger.LogInformation($"[{LogPrefix.Analysis}]: The intent with the highest score for the query {query} was {highIntent.Name}, with a score of {highIntent.Score}");
utterance.Response = Response.ResponseController.SetResponse(utterance);
if (highIntent.Score <= .80)
{
logger.LogWarning($"[{LogPrefix.Processing}]: Polaris AI was not able to understand the query {query}. Highest intent score: {highIntent.Score}");
}
if (highIntent.Score <= .50)
{
logger.LogWarning($"[{LogPrefix.Analysis}]: The intent with the highest score for query {query} scored lower than 50%. Intent score {highIntent.Score}");
}
return(utterance.GetDebugLog());
}
public static String CognizeDebug(String query)
{
Utterance utterance = new Utterance(
IntentClassificatorSingleton.Instance.Cognize(query));
utterance.Response = Response.ResponseController.SetResponse(utterance);
return(utterance.GetDebugLog());
}
public static String CognizeDebug(String query)
{
Log.Logger.Debug($"DEBUG: CognizeDebug called with query: {query}");
Utterance utterance = new Utterance(
IntentClassificatorSingleton.Instance.Cognize(query));
utterance.Response = Response.ResponseController.SetResponse(utterance);
return(utterance.GetDebugLog());
}
public static JObject Cognize(String query)
{
Utterance utterance = new Utterance(
IntentClassificatorSingleton.Instance.Cognize(query));
utterance.Response = Response.ResponseController.SetResponse(utterance);
_database.InsertRequestDetails(utterance);
return(utterance.GetResponse());
}
public static JObject Cognize(String query)
{
Log.Logger.Debug($"DEBUG: Cognize called with query: {query}");
Utterance utterance = new Utterance(
IntentClassificatorSingleton.Instance.Cognize(query));
utterance.Response = Response.ResponseController.SetResponse(utterance);
_database.InsertRequestDetails(utterance);
return(utterance.GetResponse());
}
public static String CognizeDebug(String query)
{
var start = DateTime.Now;
Log.Information("query is {query}", query);
Utterance utterance = new Utterance(
IntentClassificatorSingleton.Instance.Cognize(query));
Log.Information("the utternece is a questions? : {utterance}", utterance.IsQuestion.ToString());
utterance.Response = Response.ResponseController.SetResponse(utterance);
Log.Information("Utterence responce is {response}", utterance.Response);
var end = DateTime.Now;
Log.Information("Time to get a responce from starlight is {time}", (end - start));
return(utterance.GetDebugLog());
}
public void InsertRequestDetails(Utterance u)
{
var cultureInfo = new CultureInfo("en-US");
CultureInfo.DefaultThreadCurrentCulture = cultureInfo;
CultureInfo.DefaultThreadCurrentUICulture = cultureInfo;
try {
using (SqlDataAdapter adapter = new SqlDataAdapter()) {
_connection.Open();
String sql =
$"INSERT INTO Request (query, [response-code], response) OUTPUT INSERTED.[request-id] " +
$"VALUES ('{u.Query.Replace("'", "''")}', {u.Code}, '{u.Response?.Replace("'", "''")}')";
adapter.InsertCommand = new SqlCommand(sql, _connection);
var id = adapter.InsertCommand.ExecuteScalar();
sql =
$"BEGIN " +
$" INSERT INTO Entity ([request-id], [entity-content], [start-index], [end-index], date, time, type) " +
$" VALUES ({id}, {GetJTokenStringFormatted(u.Entity["entity"])}, {GetJTokenNumberFormatted(u.Entity["startIndex"])}, {GetJTokenNumberFormatted(u.Entity["endIndex"])}, " +
$" {GetJTokenStringFormatted(u.Entity["date"])}, {GetJTokenStringFormatted(u.Entity["time"])}, {GetJTokenStringFormatted(u.Entity["type"])}) " +
$"END " +
$"BEGIN " +
$" IF NOT EXISTS (SELECT [intent-name] FROM Intent " +
$" WHERE [intent-name] = '{u.TopScoringIntent.Name}')" +
$" BEGIN " +
$" INSERT INTO Intent ([intent-name]) " +
$" VALUES ('{u.TopScoringIntent.Name}') " +
$" END " +
$"END ";
foreach (Intent intent in u.Intents)
{
sql = sql +
$"BEGIN " +
$" IF NOT EXISTS (SELECT [intent-name] FROM Intent " +
$" WHERE [intent-name] = '{intent.Name}') " +
$" BEGIN " +
$" INSERT INTO Intent ([intent-name]) " +
$" VALUES ('{intent.Name}') " +
$" END " +
$"END " +
$"BEGIN " +
$" INSERT INTO RequestIntent ([request-id], [intent-name], [is-top-scoring], [intent-score]) " +
$" VALUES ({id}, '{intent.Name}', {(intent == u.TopScoringIntent ? 1 : 0)}, {intent.Score}) " +
$"END ";
}
adapter.InsertCommand = new SqlCommand(sql, _connection);
adapter.InsertCommand.ExecuteNonQuery();
}
}
catch (System.Data.SqlClient.SqlException ex) {
Console.WriteLine(ex);
}
finally {
_connection.Close();
}
}