use of com.google.cloud.dialogflow.v2.DetectIntentResponse in project java-dialogflow by googleapis.
the class DetectIntentAudio method detectIntentAudio.
// DialogFlow API Detect Intent sample with audio files.
public static QueryResult detectIntentAudio(String projectId, String audioFilePath, String sessionId, String languageCode) throws IOException, ApiException {
// Instantiates a client
try (SessionsClient sessionsClient = SessionsClient.create()) {
// Set the session name using the sessionId (UUID) and projectID (my-project-id)
SessionName session = SessionName.of(projectId, sessionId);
System.out.println("Session Path: " + session.toString());
// Note: hard coding audioEncoding and sampleRateHertz for simplicity.
// Audio encoding of the audio content sent in the query request.
AudioEncoding audioEncoding = AudioEncoding.AUDIO_ENCODING_LINEAR_16;
int sampleRateHertz = 16000;
// Instructs the speech recognizer how to process the audio content.
InputAudioConfig inputAudioConfig = InputAudioConfig.newBuilder().setAudioEncoding(// audioEncoding = AudioEncoding.AUDIO_ENCODING_LINEAR_16
audioEncoding).setLanguageCode(// languageCode = "en-US"
languageCode).setSampleRateHertz(// sampleRateHertz = 16000
sampleRateHertz).build();
// Build the query with the InputAudioConfig
QueryInput queryInput = QueryInput.newBuilder().setAudioConfig(inputAudioConfig).build();
// Read the bytes from the audio file
byte[] inputAudio = Files.readAllBytes(Paths.get(audioFilePath));
// Build the DetectIntentRequest
DetectIntentRequest request = DetectIntentRequest.newBuilder().setSession(session.toString()).setQueryInput(queryInput).setInputAudio(ByteString.copyFrom(inputAudio)).build();
// Performs the detect intent request
DetectIntentResponse response = sessionsClient.detectIntent(request);
// Display the query result
QueryResult queryResult = response.getQueryResult();
System.out.println("====================");
System.out.format("Query Text: '%s'\n", queryResult.getQueryText());
System.out.format("Detected Intent: %s (confidence: %f)\n", queryResult.getIntent().getDisplayName(), queryResult.getIntentDetectionConfidence());
System.out.format("Fulfillment Text: '%s'\n", queryResult.getFulfillmentMessagesCount() > 0 ? queryResult.getFulfillmentMessages(0).getText() : "Triggered Default Fallback Intent");
return queryResult;
}
}
use of com.google.cloud.dialogflow.v2.DetectIntentResponse in project java-dialogflow by googleapis.
the class DetectIntentKnowledge method detectIntentKnowledge.
// DialogFlow API Detect Intent sample with querying knowledge connector.
public static Map<String, KnowledgeAnswers> detectIntentKnowledge(String projectId, String knowledgeBaseName, String sessionId, String languageCode, List<String> texts) throws IOException, ApiException {
// Instantiates a client
Map<String, KnowledgeAnswers> allKnowledgeAnswers = Maps.newHashMap();
try (SessionsClient sessionsClient = SessionsClient.create()) {
// Set the session name using the sessionId (UUID) and projectID (my-project-id)
SessionName session = SessionName.of(projectId, sessionId);
System.out.println("Session Path: " + session.toString());
// Detect intents for each text input
for (String text : texts) {
// Set the text and language code (en-US) for the query
TextInput.Builder textInput = TextInput.newBuilder().setText(text).setLanguageCode(languageCode);
// Build the query with the TextInput
QueryInput queryInput = QueryInput.newBuilder().setText(textInput).build();
QueryParameters queryParameters = QueryParameters.newBuilder().addKnowledgeBaseNames(knowledgeBaseName).build();
DetectIntentRequest detectIntentRequest = DetectIntentRequest.newBuilder().setSession(session.toString()).setQueryInput(queryInput).setQueryParams(queryParameters).build();
// Performs the detect intent request
DetectIntentResponse response = sessionsClient.detectIntent(detectIntentRequest);
// Display the query result
QueryResult queryResult = response.getQueryResult();
System.out.format("Knowledge results:\n");
System.out.format("====================\n");
System.out.format("Query Text: '%s'\n", queryResult.getQueryText());
System.out.format("Detected Intent: %s (confidence: %f)\n", queryResult.getIntent().getDisplayName(), queryResult.getIntentDetectionConfidence());
System.out.format("Fulfillment Text: '%s'\n", queryResult.getFulfillmentMessagesCount() > 0 ? queryResult.getFulfillmentMessages(0).getText() : "Triggered Default Fallback Intent");
KnowledgeAnswers knowledgeAnswers = queryResult.getKnowledgeAnswers();
for (Answer answer : knowledgeAnswers.getAnswersList()) {
System.out.format(" - Answer: '%s'\n", answer.getAnswer());
System.out.format(" - Confidence: '%s'\n", answer.getMatchConfidence());
}
KnowledgeAnswers answers = queryResult.getKnowledgeAnswers();
allKnowledgeAnswers.put(text, answers);
}
}
return allKnowledgeAnswers;
}
use of com.google.cloud.dialogflow.v2.DetectIntentResponse in project java-dialogflow by googleapis.
the class DetectIntentTexts method detectIntentTexts.
// DialogFlow API Detect Intent sample with text inputs.
public static Map<String, QueryResult> detectIntentTexts(String projectId, List<String> texts, String sessionId, String languageCode) throws IOException, ApiException {
Map<String, QueryResult> queryResults = Maps.newHashMap();
// Instantiates a client
try (SessionsClient sessionsClient = SessionsClient.create()) {
// Set the session name using the sessionId (UUID) and projectID (my-project-id)
SessionName session = SessionName.of(projectId, sessionId);
System.out.println("Session Path: " + session.toString());
// Detect intents for each text input
for (String text : texts) {
// Set the text (hello) and language code (en-US) for the query
TextInput.Builder textInput = TextInput.newBuilder().setText(text).setLanguageCode(languageCode);
// Build the query with the TextInput
QueryInput queryInput = QueryInput.newBuilder().setText(textInput).build();
// Performs the detect intent request
DetectIntentResponse response = sessionsClient.detectIntent(session, queryInput);
// Display the query result
QueryResult queryResult = response.getQueryResult();
System.out.println("====================");
System.out.format("Query Text: '%s'\n", queryResult.getQueryText());
System.out.format("Detected Intent: %s (confidence: %f)\n", queryResult.getIntent().getDisplayName(), queryResult.getIntentDetectionConfidence());
System.out.format("Fulfillment Text: '%s'\n", queryResult.getFulfillmentMessagesCount() > 0 ? queryResult.getFulfillmentMessages(0).getText() : "Triggered Default Fallback Intent");
queryResults.put(text, queryResult);
}
}
return queryResults;
}
use of com.google.cloud.dialogflow.v2.DetectIntentResponse in project java-dialogflow by googleapis.
the class DetectIntentWithLocation method detectIntentWithLocation.
// DialogFlow API Detect Intent sample with text inputs.
public static Map<String, QueryResult> detectIntentWithLocation(String projectId, String locationId, List<String> texts, String sessionId, String languageCode) throws IOException, ApiException {
SessionsSettings sessionsSettings = SessionsSettings.newBuilder().setEndpoint(locationId + "-dialogflow.googleapis.com:443").build();
Map<String, QueryResult> queryResults = Maps.newHashMap();
// Instantiates a client
try (SessionsClient sessionsClient = SessionsClient.create(sessionsSettings)) {
// Set the session name using the projectId (my-project-id), locationId and sessionId (UUID)
SessionName session = SessionName.ofProjectLocationSessionName(projectId, locationId, sessionId);
System.out.println("Session Path: " + session.toString());
// Detect intents for each text input
for (String text : texts) {
// Set the text (hello) and language code (en-US) for the query
TextInput.Builder textInput = TextInput.newBuilder().setText(text).setLanguageCode(languageCode);
// Build the query with the TextInput
QueryInput queryInput = QueryInput.newBuilder().setText(textInput).build();
// Performs the detect intent request
DetectIntentResponse response = sessionsClient.detectIntent(session, queryInput);
// Display the query result
QueryResult queryResult = response.getQueryResult();
System.out.println("====================");
System.out.format("Query Text: '%s'\n", queryResult.getQueryText());
System.out.format("Detected Intent: %s (confidence: %f)\n", queryResult.getIntent().getDisplayName(), queryResult.getIntentDetectionConfidence());
System.out.format("Fulfillment Text: '%s'\n", queryResult.getFulfillmentMessagesCount() > 0 ? queryResult.getFulfillmentMessages(0).getText() : "Triggered Default Fallback Intent");
queryResults.put(text, queryResult);
}
}
return queryResults;
}
use of com.google.cloud.dialogflow.v2.DetectIntentResponse in project java-dialogflow by googleapis.
the class DetectIntentWithSentimentAnalysis method detectIntentSentimentAnalysis.
public static Map<String, QueryResult> detectIntentSentimentAnalysis(String projectId, List<String> texts, String sessionId, String languageCode) throws IOException, ApiException {
Map<String, QueryResult> queryResults = Maps.newHashMap();
// Instantiates a client
try (SessionsClient sessionsClient = SessionsClient.create()) {
// Set the session name using the sessionId (UUID) and projectID (my-project-id)
SessionName session = SessionName.of(projectId, sessionId);
System.out.println("Session Path: " + session.toString());
// Detect intents for each text input
for (String text : texts) {
// Set the text (hello) and language code (en-US) for the query
TextInput.Builder textInput = TextInput.newBuilder().setText(text).setLanguageCode(languageCode);
// Build the query with the TextInput
QueryInput queryInput = QueryInput.newBuilder().setText(textInput).build();
//
SentimentAnalysisRequestConfig sentimentAnalysisRequestConfig = SentimentAnalysisRequestConfig.newBuilder().setAnalyzeQueryTextSentiment(true).build();
QueryParameters queryParameters = QueryParameters.newBuilder().setSentimentAnalysisRequestConfig(sentimentAnalysisRequestConfig).build();
DetectIntentRequest detectIntentRequest = DetectIntentRequest.newBuilder().setSession(session.toString()).setQueryInput(queryInput).setQueryParams(queryParameters).build();
// Performs the detect intent request
DetectIntentResponse response = sessionsClient.detectIntent(detectIntentRequest);
// Display the query result
QueryResult queryResult = response.getQueryResult();
System.out.println("====================");
System.out.format("Query Text: '%s'\n", queryResult.getQueryText());
System.out.format("Detected Intent: %s (confidence: %f)\n", queryResult.getIntent().getDisplayName(), queryResult.getIntentDetectionConfidence());
System.out.format("Fulfillment Text: '%s'\n", queryResult.getFulfillmentMessagesCount() > 0 ? queryResult.getFulfillmentMessages(0).getText() : "Triggered Default Fallback Intent");
System.out.format("Sentiment Score: '%s'\n", queryResult.getSentimentAnalysisResult().getQueryTextSentiment().getScore());
queryResults.put(text, queryResult);
}
}
return queryResults;
}
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