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Example 1 with SentimentAnalysisRequestConfig

use of com.google.cloud.dialogflow.v2.SentimentAnalysisRequestConfig 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;
}
Also used : DetectIntentResponse(com.google.cloud.dialogflow.v2.DetectIntentResponse) QueryInput(com.google.cloud.dialogflow.v2.QueryInput) QueryResult(com.google.cloud.dialogflow.v2.QueryResult) DetectIntentRequest(com.google.cloud.dialogflow.v2.DetectIntentRequest) SentimentAnalysisRequestConfig(com.google.cloud.dialogflow.v2.SentimentAnalysisRequestConfig) QueryParameters(com.google.cloud.dialogflow.v2.QueryParameters) SessionsClient(com.google.cloud.dialogflow.v2.SessionsClient) TextInput(com.google.cloud.dialogflow.v2.TextInput) SessionName(com.google.cloud.dialogflow.v2.SessionName)

Aggregations

DetectIntentRequest (com.google.cloud.dialogflow.v2.DetectIntentRequest)1 DetectIntentResponse (com.google.cloud.dialogflow.v2.DetectIntentResponse)1 QueryInput (com.google.cloud.dialogflow.v2.QueryInput)1 QueryParameters (com.google.cloud.dialogflow.v2.QueryParameters)1 QueryResult (com.google.cloud.dialogflow.v2.QueryResult)1 SentimentAnalysisRequestConfig (com.google.cloud.dialogflow.v2.SentimentAnalysisRequestConfig)1 SessionName (com.google.cloud.dialogflow.v2.SessionName)1 SessionsClient (com.google.cloud.dialogflow.v2.SessionsClient)1 TextInput (com.google.cloud.dialogflow.v2.TextInput)1