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 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 async Task AnalyzeConversationsWithConversationPrediction()
{
Response <AnalyzeConversationResult> response = await Client.AnalyzeConversationAsync(EnglishText, TestEnvironment.Project);
ConversationPrediction conversationPrediction = response.Value.Prediction as ConversationPrediction;
Assert.That(response.Value.Prediction.ProjectKind, Is.EqualTo(ProjectKind.Conversation));
Assert.That(conversationPrediction.TopIntent, Is.EqualTo("Order"));
IList <string> entitiesText = conversationPrediction.Entities.Select(entity => entity.Text).ToList();
Assert.That(entitiesText, Has.Count.EqualTo(2));
Assert.That(entitiesText, Is.EquivalentTo(ExpectedOutput));
}
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($"Confidence Score: {entity.ConfidenceScore}");
Console.WriteLine();
}
#endregion
Assert.That(response.GetRawResponse().Status, Is.EqualTo(200));
Assert.That(conversationPrediction.TopIntent, Is.EqualTo("Order"));
}
public void AnalyzeConversationWithOptions()
{
ConversationAnalysisClient client = Client;
#region Snippet:ConversationAnalysis_AnalyzeConversationWithOptions
TextConversationItem input = new TextConversationItem(
participantId: "1",
id: "1",
text: "Send an email to Carol about the tomorrow's demo.");
AnalyzeConversationOptions options = new AnalyzeConversationOptions(input)
{
IsLoggingEnabled = true,
Verbose = true
};
#if SNIPPET
ConversationsProject conversationsProject = new ConversationsProject("Menu", "production");
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"Send an email to Carol about the tomorrow's demo.",
conversationsProject,
options);
#else
Response <AnalyzeConversationTaskResult> response = client.AnalyzeConversation(
"Send an email to Carol about the tomorrow's demo.",
TestEnvironment.Project,
options);
#endif
CustomConversationalTaskResult customConversationalTaskResult = response.Value as CustomConversationalTaskResult;
ConversationPrediction conversationPrediction = customConversationalTaskResult.Results.Prediction as ConversationPrediction;
Console.WriteLine($"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"));
}
