public async Task AnalyzeConversationWithLanguageAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationWithLanguageAsync
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
AnalyzeConversationOptions options = new AnalyzeConversationOptions()
{
Language = "es"
};
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"Tendremos 2 platos de nigiri de salmón braseado.",
conversationsProject,
options);
#else
AnalyzeConversationOptions options = new AnalyzeConversationOptions()
{
Language = "es"
};
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"Tendremos 2 platos de nigiri de salmón braseado.",
TestEnvironment.Project,
options);
#endif
Console.WriteLine($"Top intent: {response.Value.Prediction.TopIntent}");
#endregion
Assert.That(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(response.Value.Prediction.TopIntent, Is.EqualTo("Order"));
}
public async Task AnalyzeConversationOrchestrationPredictionQuestionAnsweringAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationOrchestrationPredictionAsync
#if SNIPPET
ConversationsProject orchestrationProject = new ConversationsProject("DomainOrchestrator", "production");
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"How are you?",
orchestrationProject);
#else
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
"How are you?",
TestEnvironment.OrchestrationProject);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
var orchestratorPrediction = customConversationalTaskResult.Result.Prediction as OrchestratorPrediction;
#endregion
string respondingProjectName = orchestratorPrediction.TopIntent;
TargetIntentResult targetIntentResult = orchestratorPrediction.Intents[respondingProjectName];
if (targetIntentResult.TargetProjectKind == TargetProjectKind.QuestionAnswering)
{
Console.WriteLine($"Top intent: {respondingProjectName}");
QuestionAnsweringTargetIntentResult qnaTargetIntentResult = targetIntentResult as QuestionAnsweringTargetIntentResult;
BinaryData questionAnsweringResponse = qnaTargetIntentResult.Result;
Console.WriteLine($"Qustion Answering Response: {questionAnsweringResponse.ToString()}");
}
Assert.That(targetIntentResult.TargetProjectKind, Is.EqualTo(TargetProjectKind.QuestionAnswering));
Assert.That(orchestratorPrediction.TopIntent, Is.EqualTo("ChitChat-QnA"));
}
public async Task AnalyzeConversationAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationAsync
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
"Send an email to Carol about the tomorrow's demo.",
conversationsProject);
#else
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
"Send an email to Carol about the tomorrow's demo.",
TestEnvironment.Project);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
ConversationPrediction conversationPrediction = customConversationalTaskResult.Result.Prediction as ConversationPrediction;
Console.WriteLine($"Project Kind: {customConversationalTaskResult.Result.Prediction.ProjectKind}");
Console.WriteLine($"Top intent: {conversationPrediction.TopIntent}");
Console.WriteLine("Intents:");
foreach (ConversationIntent intent in conversationPrediction.Intents)
{
Console.WriteLine($"Category: {intent.Category}");
Console.WriteLine($"Confidence: {intent.Confidence}");
Console.WriteLine();
}
Console.WriteLine("Entities:");
foreach (ConversationEntity entity in conversationPrediction.Entities)
{
Console.WriteLine($"Category: {entity.Category}");
Console.WriteLine($"Text: {entity.Text}");
Console.WriteLine($"Offset: {entity.Offset}");
Console.WriteLine($"Length: {entity.Length}");
Console.WriteLine($"Confidence: {entity.Confidence}");
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(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(conversationPrediction.TopIntent, Is.EqualTo("Read"));
}
public void BadArgument()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysisClient_BadRequest
try
{
ConversationsProject conversationsProject = new ConversationsProject("invalid-project", "production");
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"Send an email to Carol about the tomorrow's demo",
conversationsProject);
}
catch (RequestFailedException ex)
{
Console.WriteLine(ex.ToString());
}
#endregion
}
public void BadArgument()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysisClient_BadRequest
try
{
ConversationsProject conversationsProject = new ConversationsProject("invalid-project", "production");
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"We'll have 2 plates of seared salmon nigiri.",
conversationsProject);
}
catch (RequestFailedException ex)
{
Console.WriteLine(ex.ToString());
}
#endregion
}
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"));
}
public async Task AnalyzeConversationWithConversationPredictionResultAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationWithConversationPredictionAsync
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"We'll have 2 plates of seared salmon nigiri.",
conversationsProject);
#else
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"We'll have 2 plates of seared salmon nigiri.",
TestEnvironment.Project);
#endif
ConversationPrediction conversationPrediction = response.Value.Prediction as ConversationPrediction;
Console.WriteLine("Intents:");
foreach (ConversationIntent intent in conversationPrediction.Intents)
{
Console.WriteLine($"Category:{intent.Category}");
Console.WriteLine($"Confidence Score:{intent.ConfidenceScore}");
Console.WriteLine();
}
Console.WriteLine("Entities:");
foreach (ConversationEntity entity in conversationPrediction.Entities)
{
Console.WriteLine($"Category: {entity.Category}");
Console.WriteLine($"Text: {entity.Text}");
Console.WriteLine($"Offset: {entity.Offset}");
Console.WriteLine($"Length: {entity.Length}");
Console.WriteLine($"Confidence Score: {entity.ConfidenceScore}");
Console.WriteLine();
}
#endregion
Assert.That(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(conversationPrediction.TopIntent, Is.EqualTo("Order"));
}
public void AnalyzeConversationWithOptions()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationWithOptions
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
AnalyzeConversationOptions options = new AnalyzeConversationOptions()
{
IsLoggingEnabled = true,
Verbose = true,
};
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"We'll have 2 plates of seared salmon nigiri.",
conversationsProject,
options);
#else
AnalyzeConversationOptions options = new AnalyzeConversationOptions()
{
IsLoggingEnabled = true,
Verbose = true,
};
Response <AnalyzeConversationResult> response = client.AnalyzeConversation(
"We'll have 2 plates of seared salmon nigiri.",
TestEnvironment.Project,
options);
#endif
Console.WriteLine($"Top intent: {response.Value.Prediction.TopIntent}");
#endregion
Assert.That(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(response.Value.Prediction.TopIntent, Is.EqualTo("Order"));
}
public async Task AnalyzeConversationAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationAsync
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"We'll have 2 plates of seared salmon nigiri.",
conversationsProject);
#else
Response <AnalyzeConversationResult> response = await client.AnalyzeConversationAsync(
"We'll have 2 plates of seared salmon nigiri.",
TestEnvironment.Project);
#endif
Console.WriteLine($"Top intent: {response.Value.Prediction.TopIntent}");
#endregion
Assert.That(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(response.Value.Prediction.TopIntent, Is.EqualTo("Order"));
}
public void AnalyzeConversationWithOptions()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationWithOptions
TextConversationItem input = new TextConversationItem(
participantId: "1",
id: "1",
text: "Send an email to Carol about the tomorrow's demo.");
AnalyzeConversationOptions options = new AnalyzeConversationOptions(input)
{
IsLoggingEnabled = true,
Verbose = true
};
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"Send an email to Carol about the tomorrow's demo.",
conversationsProject,
options);
#else
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"Send an email to Carol about the tomorrow's demo.",
TestEnvironment.Project,
options);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
ConversationPrediction conversationPrediction = customConversationalTaskResult.Results.Prediction as ConversationPrediction;
Console.WriteLine($"Project Kind: {customConversationalTaskResult.Results.Prediction.ProjectKind}");
Console.WriteLine($"Top intent: {conversationPrediction.TopIntent}");
Console.WriteLine("Intents:");
foreach (ConversationIntent intent in conversationPrediction.Intents)
{
Console.WriteLine($"Category: {intent.Category}");
Console.WriteLine($"Confidence: {intent.Confidence}");
Console.WriteLine();
}
Console.WriteLine("Entities:");
foreach (ConversationEntity entity in conversationPrediction.Entities)
{
Console.WriteLine($"Category: {entity.Category}");
Console.WriteLine($"Text: {entity.Text}");
Console.WriteLine($"Offset: {entity.Offset}");
Console.WriteLine($"Length: {entity.Length}");
Console.WriteLine($"Confidence: {entity.Confidence}");
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($"Value: {dateTimeResolution.Value}");
Console.WriteLine();
}
}
}
#endregion
Assert.That(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(conversationPrediction.TopIntent, Is.EqualTo("Setup"));
}
public async Task AnalyzeConversationWithLanguageAsync()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationWithLanguageAsync
TextConversationItem input = new TextConversationItem(
participantId: "1",
id: "1",
text: "Tendremos 2 platos de nigiri de salmón braseado.")
{
Language = "es"
};
AnalyzeConversationOptions options = new AnalyzeConversationOptions(input);
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
textConversationItem,
conversationsProject,
options);
#else
Response <AnalyzeConversationTaskResult> response = await client.AnalyzeConversationAsync(
"Tendremos 2 platos de nigiri de salmón braseado.",
TestEnvironment.Project,
options);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
ConversationPrediction conversationPrediction = customConversationalTaskResult.Result.Prediction as ConversationPrediction;
Console.WriteLine($"Project Kind: {customConversationalTaskResult.Result.Prediction.ProjectKind}");
Console.WriteLine($"Top intent: {conversationPrediction.TopIntent}");
Console.WriteLine("Intents:");
foreach (ConversationIntent intent in conversationPrediction.Intents)
{
Console.WriteLine($"Category: {intent.Category}");
Console.WriteLine($"Confidence: {intent.Confidence}");
Console.WriteLine();
}
Console.WriteLine("Entities:");
foreach (ConversationEntity entity in conversationPrediction.Entities)
{
Console.WriteLine($"Category: {entity.Category}");
Console.WriteLine($"Text: {entity.Text}");
Console.WriteLine($"Offset: {entity.Offset}");
Console.WriteLine($"Length: {entity.Length}");
Console.WriteLine($"Confidence: {entity.Confidence}");
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(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(conversationPrediction.TopIntent, Is.EqualTo("Read"));
}