*/
    public RelevanceEvaluationResult evaluateResults(final String userMessage, final String query,
            final List<Map<String, Object>> searchResults) {
        if (logger.isDebugEnabled()) {
            logger.debug("[LLM] Delegating evaluateResults. llmType={}", getLlmType());
        }
        return getAvailableClient().evaluateResults(userMessage, query, searchResults);
    }

    /**

     * @param query the search query used
     * @param searchResults the search results to evaluate
     * @return evaluation result with relevant document IDs
     */
    RelevanceEvaluationResult evaluateResults(String userMessage, String query, List<Map<String, Object>> searchResults);

    /**
     * Generates an answer using document content (synchronous version for non-enhanced flow).
     *

                    System.currentTimeMillis() - startTime);
            return IntentDetectionResult.fallbackSearch(userMessage);
        }
    }

    @Override
    public RelevanceEvaluationResult evaluateResults(final String userMessage, final String query,
            final List<Map<String, Object>> searchResults) {
        final long startTime = System.currentTimeMillis();
        if (logger.isDebugEnabled()) {

                    callback.onPhaseStart(ChatPhaseCallback.PHASE_EVALUATE, "Evaluating relevance...");
                    RelevanceEvaluationResult evalResult = llmClientManager.evaluateResults(userMessage, query, searchResults);
                    callback.onPhaseComplete(ChatPhaseCallback.PHASE_EVALUATE);

                    if (logger.isDebugEnabled()) {