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",

        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());
            }

        client = new TestableAbstractLlmClient();
    }

    @Override
    protected void tearDown(final TestInfo testInfo) throws Exception {
        super.tearDown(testInfo);
    }

    // ========== P1: Intent detection request building tests ==========

    @Test
    public void test_buildIntentRequest_withoutHistory() {
        final LlmChatRequest request = client.testBuildIntentRequest("What is Fess?", null);

labels.chat_phase_answer=Antwort wird generiert...
labels.chat_messages_area=Chat-Nachrichten
labels.chat_welcome_title=Fragen und Finden.
labels.chat_welcome_description=Stellen Sie Fragen und ich durchsuche Dokumente, um die Antworten zu finden.
labels.chat_step_intent=Analyse
labels.chat_step_search=Suche
labels.chat_step_evaluate=Bewertung
labels.chat_step_fetch=Abruf

labels.chat_phase_answer=Antwoord genereren...
labels.chat_messages_area=Chatberichten
labels.chat_welcome_title=Vraag en Vind.
labels.chat_welcome_description=Stel vragen en ik doorzoek documenten om de antwoorden te vinden.
labels.chat_step_intent=Analyseren
labels.chat_step_search=Zoeken
labels.chat_step_evaluate=Evalueren
labels.chat_step_fetch=Ophalen
labels.chat_step_answer=Antwoorden

        final javax.xml.transform.Transformer transformer = tf.newTransformer();
        transformer.setOutputProperty(OutputKeys.ENCODING, "UTF-8");
        transformer.setOutputProperty(OutputKeys.INDENT, "no");
        transformer.setOutputProperty(OutputKeys.METHOD, "xml");

        final StringWriter writer = new StringWriter();
        final StreamResult result = new StreamResult(writer);