public async Task AnalyzeConversationOrchestrationPredictionLuisAsync()
{
ConversationAnalysisClient client = Client;
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
"Reserve a table for 2 at the Italian restaurant.",
TestEnvironment.OrchestrationProject);
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
var orchestratorPrediction = customConversationalTaskResult.Results.Prediction as OrchestratorPrediction;
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetKind == TargetKind.Luis)
{
LuisTargetIntentResult luisTargetIntentResult = targetIntentResult as LuisTargetIntentResult;
BinaryData luisResponse = luisTargetIntentResult.Result;
Console.WriteLine($"LUIS Response: {luisResponse.ToString()}");
}
Assert.That(targetIntentResult.TargetKind, Is.EqualTo(TargetKind.Luis));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("RestaurantIntent"));
}
public void AnalyzeConversationOrchestrationPredictionLuis()
{
ConversationAnalysisClient client = Client;
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"Book me flight from London to Paris",
TestEnvironment.OrchestrationProject);
OrchestratorPrediction orchestratorPrediction = response.Value.Prediction as OrchestratorPrediction;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionLuis
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetKind == TargetKind.Luis)
{
LuisTargetIntentResult luisTargetIntentResult = targetIntentResult as LuisTargetIntentResult;
BinaryData luisResponse = luisTargetIntentResult.Result;
Console.WriteLine($"LUIS Response: {luisResponse.ToString()}");
}
#endregion
Assert.That(targetIntentResult.TargetKind, Is.EqualTo(TargetKind.Luis));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("FlightBooking"));
}
public async Task AnalyzeConversationOrchestrationPredictionQuestionAnsweringAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionAsync
#if SNIPPET
ConversationsProject orchestrationProject = new ConversationsProject("DomainOrchestrator", "production");
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"How are you?",
orchestrationProject);
#else
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
"How are you?",
TestEnvironment.OrchestrationProject);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
var orchestratorPrediction = customConversationalTaskResult.Result.Prediction as OrchestratorPrediction;
#endregion
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetProjectKind == TargetProjectKind.QuestionAnswering)
{
Console.WriteLine($"Top intent: {respondingProjectName}");
QuestionAnsweringTargetIntentResult qnaTargetIntentResult = targetIntentResult as QuestionAnsweringTargetIntentResult;
BinaryData questionAnsweringResponse = qnaTargetIntentResult.Result;
Console.WriteLine($"Qustion Answering Response: {questionAnsweringResponse.ToString()}");
}
Assert.That(targetIntentResult.TargetProjectKind, Is.EqualTo(TargetProjectKind.QuestionAnswering));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("ChitChat-QnA"));
}
public void AnalyzeConversationOrchestrationPredictionConversation()
{
ConversationAnalysisClient client = Client;
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"Send an email to Carol about the tomorrow's demo",
TestEnvironment.OrchestrationProject);
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
var orchestratorPrediction = customConversationalTaskResult.Results.Prediction as OrchestratorPrediction;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionConversation
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetKind == TargetKind.Conversation)
{
ConversationTargetIntentResult cluTargetIntentResult = targetIntentResult as ConversationTargetIntentResult;
ConversationResult conversationResult = cluTargetIntentResult.Result;
ConversationPrediction conversationPrediction = conversationResult.Prediction;
Console.WriteLine($"Top Intent: {conversationResult.Prediction.TopIntent}");
Console.WriteLine($"Intents:");
foreach (ConversationIntent intent in conversationPrediction.Intents)
{
Console.WriteLine($"Intent Category: {intent.Category}");
Console.WriteLine($"Confidence: {intent.Confidence}");
Console.WriteLine();
}
Console.WriteLine($"Entities:");
foreach (ConversationEntity entity in conversationPrediction.Entities)
{
Console.WriteLine($"Entity Text: {entity.Text}");
Console.WriteLine($"Entity Category: {entity.Category}");
Console.WriteLine($"Confidence: {entity.Confidence}");
Console.WriteLine($"Starting Position: {entity.Offset}");
Console.WriteLine($"Length: {entity.Length}");
Console.WriteLine();
foreach (BaseResolution resolution in entity.Resolutions)
{
if (resolution is DateTimeResolution dateTimeResolution)
{
Console.WriteLine($"Datetime Sub Kind: {dateTimeResolution.DateTimeSubKind}");
Console.WriteLine($"Timex: {dateTimeResolution.Timex}");
Console.WriteLine($"Value: {dateTimeResolution.Value}");
Console.WriteLine();
}
}
}
}
#endregion
Assert.That(targetIntentResult.TargetKind, Is.EqualTo(TargetKind.Conversation));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("EmailIntent"));
}
public void AnalyzeConversationOrchestrationPredictionConversation()
{
ConversationAnalysisClient client = Client;
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"We'll have 2 plates of seared salmon nigiri.",
TestEnvironment.OrchestrationProject);
OrchestratorPrediction orchestratorPrediction = response.Value.Prediction as OrchestratorPrediction;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionConversation
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetKind == TargetKind.Conversation)
{
ConversationTargetIntentResult cluTargetIntentResult = targetIntentResult as ConversationTargetIntentResult;
ConversationResult conversationResult = cluTargetIntentResult.Result;
ConversationPrediction conversationPrediction = conversationResult.Prediction;
if (!String.IsNullOrEmpty(conversationResult.DetectedLanguage))
{
Console.WriteLine($"Detected Language: {conversationResult.DetectedLanguage}");
}
Console.WriteLine($"Top Intent: {conversationResult.Prediction.TopIntent}");
Console.WriteLine($"Intents:");
foreach (ConversationIntent intent in conversationPrediction.Intents)
{
Console.WriteLine($"Intent Category: {intent.Category}");
Console.WriteLine($"Confidence Score: {intent.ConfidenceScore}");
Console.WriteLine();
}
Console.WriteLine($"Entities:");
foreach (ConversationEntity entitiy in conversationPrediction.Entities)
{
Console.WriteLine($"Entity Text: {entitiy.Text}");
Console.WriteLine($"Entity Category: {entitiy.Category}");
Console.WriteLine($"Confidence Score: {entitiy.ConfidenceScore}");
Console.WriteLine($"Starting Position: {entitiy.Offset}");
Console.WriteLine($"Length: {entitiy.Length}");
Console.WriteLine();
}
}
#endregion
Assert.That(targetIntentResult.TargetKind, Is.EqualTo(TargetKind.Conversation));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("SushiOrder"));
}
public void AnalyzeConversationOrchestrationPredictionQuestionAnswering()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPrediction
#if SNIPPET
ConversationsProject orchestrationProject = new ConversationsProject("DomainOrchestrator", "production");
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"How are you?",
orchestrationProject);
#else
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"How are you?",
TestEnvironment.OrchestrationProject);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
var orchestratorPrediction = customConversationalTaskResult.Results.Prediction as OrchestratorPrediction;
#endregion
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionQnA
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetKind == TargetKind.QuestionAnswering)
{
Console.WriteLine($"Top intent: {respondingProjectName}");
QuestionAnsweringTargetIntentResult qnaTargetIntentResult = targetIntentResult as QuestionAnsweringTargetIntentResult;
KnowledgeBaseAnswers qnaAnswers = qnaTargetIntentResult.Result;
Console.WriteLine("Answers: \n");
foreach (KnowledgeBaseAnswer answer in qnaAnswers.Answers)
{
Console.WriteLine($"Answer: {answer.Answer}");
Console.WriteLine($"Confidence: {answer.Confidence}");
Console.WriteLine($"Source: {answer.Source}");
Console.WriteLine();
}
}
#endregion
Assert.That(targetIntentResult.TargetKind, Is.EqualTo(TargetKind.QuestionAnswering));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("ChitChat-QnA"));
}
public void AnalyzeConversationOrchestrationPredictionQuestionAnswering()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPrediction
#if SNIPPET
ConversationsProject orchestrationProject = new ConversationsProject("DomainOrchestrator", "production");
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"Where are the calories per recipe?",
orchestrationProject);
#else
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"Where are the calories per recipe?",
TestEnvironment.OrchestrationProject);
#endif
OrchestratorPrediction orchestratorPrediction = response.Value.Prediction as OrchestratorPrediction;
#endregion
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionQnA
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetKind == TargetKind.QuestionAnswering)
{
QuestionAnsweringTargetIntentResult qnaTargetIntentResult = targetIntentResult as QuestionAnsweringTargetIntentResult;
KnowledgeBaseAnswers qnaAnswers = qnaTargetIntentResult.Result;
Console.WriteLine("Answers: \n");
foreach (KnowledgeBaseAnswer answer in qnaAnswers.Answers)
{
Console.WriteLine($"Answer: {answer.Answer}");
Console.WriteLine($"Confidence Score: {answer.ConfidenceScore}");
Console.WriteLine($"Source: {answer.Source}");
Console.WriteLine();
}
}
#endregion
Assert.That(targetIntentResult.TargetKind, Is.EqualTo(TargetKind.QuestionAnswering));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("SushiMaking"));
}
