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

            return result;
        } catch (final Exception e) {

                logger.debug("[RAG] Phase {} completed. intent={}, query={}, reasoning={}, phaseElapsedTime={}ms",
                        ChatPhaseCallback.PHASE_INTENT, intentResult.getIntent(), intentResult.getQuery(), intentResult.getReasoning(),
                        System.currentTimeMillis() - phaseStartTime);
            }

            if (intentResult.getIntent() == ChatIntent.UNCLEAR) {