if (logger.isDebugEnabled()) {
            logger.debug("[RAG:INTENT] Starting intent detection. userMessage={}", userMessage);
        }

        try {
            final String systemPrompt = buildIntentDetectionSystemPrompt();
            if (logger.isDebugEnabled()) {
                logger.debug("[RAG:INTENT] systemPrompt={}", systemPrompt);
            }
            final LlmChatRequest request = new LlmChatRequest();

        String testBuildIntentDetectionSystemPrompt() {
            return buildIntentDetectionSystemPrompt();
        }

        LlmChatRequest testBuildIntentRequest(final String userMessage, final List<LlmMessage> history) {
            final LlmChatRequest request = new LlmChatRequest();
            request.addSystemMessage(buildIntentDetectionSystemPrompt());
            if (history != null) {