*/
    protected RelevanceEvaluationResult parseEvaluationResponse(final String response, final List<Map<String, Object>> searchResults) {
        try {
            final boolean hasRelevant = extractJsonBoolean(response, "has_relevant");
            if (!hasRelevant) {
                return RelevanceEvaluationResult.noRelevantResults();
            }

    public static RelevanceEvaluationResult withRelevantDocs(final List<String> relevantDocIds, final List<Integer> relevantIndexes) {
        final boolean hasRelevant = relevantDocIds != null && !relevantDocIds.isEmpty();
        return new RelevanceEvaluationResult(relevantDocIds, relevantIndexes, hasRelevant);
    }

    /**
     * Creates a result with no relevant documents found.
     *
     * @return evaluation result with no relevant documents

                    callback.onPhaseComplete(ChatPhaseCallback.PHASE_EVALUATE);

                    if (logger.isDebugEnabled()) {
                        logger.debug("[RAG] Phase {} completed. hasRelevant={}, relevantDocIds={}, phaseElapsedTime={}ms",
                                ChatPhaseCallback.PHASE_EVALUATE, evalResult.isHasRelevantResults(), evalResult.getRelevantDocIds(),