errors.crud_failed_to_create_instance = Fehler beim Erstellen neuer Daten.
errors.crud_failed_to_create_crud_table = Fehler beim Erstellen neuer Daten. ({0})
errors.crud_failed_to_update_crud_table=Fehler beim Aktualisieren der Daten. ({0})
errors.crud_failed_to_delete_crud_table=Fehler beim Löschen der Daten. ({0})
errors.crud_could_not_find_crud_table = Die Daten {0} wurden nicht gefunden.

        this.intent = intent;
        this.query = query;
        this.documentUrl = documentUrl;
        this.reasoning = reasoning;
    }

    /**
     * Returns the detected intent type.
     *
     * @return the intent type
     */
    public ChatIntent getIntent() {
        return intent;
    }

    /**
     * Returns the Fess query string for search.
     *

     */
    public static ChatIntent fromValue(final String value) {
        if (value == null) {
            return UNCLEAR;
        }
        for (final ChatIntent intent : values()) {
            if (intent.value.equalsIgnoreCase(value.trim())) {
                return intent;
            }
        }
        return UNCLEAR;
    }

 * Used for SSE streaming to notify clients about the current processing state.
 */
public interface ChatPhaseCallback {

    /** Phase name for intent detection */
    String PHASE_INTENT = "intent";

    /** Phase name for document search */
    String PHASE_SEARCH = "search";

    /** Phase name for result evaluation */
    String PHASE_EVALUATE = "evaluate";

            logger.info("[RAG:INTENT] Intent detected. intent={}, query={}, elapsedTime={}ms", result.getIntent(), result.getQuery(),
                    System.currentTimeMillis() - startTime);
            if (logger.isDebugEnabled()) {
                logger.debug("[RAG:INTENT] Intent detection completed. intent={}, query={}, reasoning={}, elapsedTime={}ms",

    boolean isAvailable();

    // RAG workflow methods

    /**
     * Detects the intent of a user message.
     *
     * @param userMessage the user's message
     * @return the detected intent with extracted keywords
     */
    IntentDetectionResult detectIntent(String userMessage);

    /**
     * Detects the intent of a user message with conversation history context.
     *
     * @param userMessage the user's message

"die", "das", "daß", "derselbe", "derselben", "denselben", "desselben", "demselben", "dieselbe", "dieselben", "dasselbe", "dazu", "dein", "deine", "deinem", "deinen", "deiner", "deines", "denn", "derer", "dessen", "dich", "dir", "du", "dies", "diese", "diesem", "diesen", "dieser", "dieses", "doch", "dort", "durch", "ein", "eine", "einem", "einen", "einer", "eines", "einig", "einige", "einigem", "einigen", "einiger", "einiges", "einmal", "er", "ihn", "ihm", "es", "etwas", "euer", "eure", "eurem", "euren",...

"die", "das", "daß", "derselbe", "derselben", "denselben", "desselben", "demselben", "dieselbe", "dieselben", "dasselbe", "dazu", "dein", "deine", "deinem", "deinen", "deiner", "deines", "denn", "derer", "dessen", "dich", "dir", "du", "dies", "diese", "diesem", "diesen", "dieser", "dieses", "doch", "dort", "durch", "ein", "eine", "einem", "einen", "einer", "eines", "einig", "einige", "einigem", "einigen", "einiger", "einiges", "einmal", "er", "ihn", "ihm", "es", "etwas", "euer", "eure", "eurem", "euren",...

        final IntentDetectionResult result = IntentDetectionResult.faq(query, "faq intent");

        assertEquals(ChatIntent.FAQ, result.getIntent());
        assertEquals(query, result.getQuery());
        assertNull(result.getDocumentUrl());
        assertEquals("faq intent", result.getReasoning());
    }

    @Test
    public void test_faq_withEmptyQuery() {

import org.codelibs.fess.unit.UnitFessTestCase;
import org.junit.jupiter.api.Test;

public class ChatPhaseCallbackTest extends UnitFessTestCase {

    @Test
    public void test_phaseConstants() {
        assertEquals("intent", ChatPhaseCallback.PHASE_INTENT);
        assertEquals("search", ChatPhaseCallback.PHASE_SEARCH);
        assertEquals("evaluate", ChatPhaseCallback.PHASE_EVALUATE);
        assertEquals("fetch", ChatPhaseCallback.PHASE_FETCH);