}
            final LlmChatRequest request = new LlmChatRequest();
            request.addSystemMessage(systemPrompt);
            request.addUserMessage(wrapUserInput(userMessage));
            applyPromptTypeParams(request, "intent");

            final LlmChatResponse response = chatWithConcurrencyControl(request);
            if (logger.isDebugEnabled()) {

            if (history != null) {
                addIntentHistory(request, history);
            }
            request.addUserMessage(wrapUserInput(userMessage));
            return request;
        }

        String testWrapUserInput(final String userMessage) {
            return wrapUserInput(userMessage);
        }

        String testBuildContext(final List<Map<String, Object>> documents) {