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

        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);

    "path": "packaging/distributions-full",
    "unitTests": false,
    "functionalTests": false,
    "crossVersionTests": false
  },
  {
    "name": "distributions-integ-tests",
    "path": "testing/distributions-integ-tests",
    "unitTests": false,
    "functionalTests": true,
    "crossVersionTests": false
  },
  {
    "name": "distributions-jvm",
    "path": "platforms/jvm/distributions-jvm",

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        # Exclude some projects and configurations that should not contribute to the dependency graph
        DEPENDENCY_GRAPH_EXCLUDE_PROJECTS: ':docs|:internal-performance-testing|:enterprise-plugin-performance|:performance|:internal-integ-testing'

        session.addMessage(userChatMessage);

        try {
            // Intent detection
            final IntentDetectionResult intentResult = llmClientManager.detectIntent(userMessage, history);
            if (logger.isDebugEnabled()) {
                logger.debug("[RAG] Intent detected. intent={}, query={}", intentResult.getIntent(), intentResult.getQuery());
            }

							</div>
						</div>
						<div id="progressIndicator" class="progress-indicator d-none" role="status" aria-live="polite">
							<div class="progress-steps">
								<div class="progress-step" data-phase="intent">
									<div class="step-icon"><i class="fa fa-lightbulb-o" aria-hidden="true"></i></div>
									<span class="step-label"><la:message key="labels.chat_step_intent" /></span>
								</div>