Function buildQueryContext

fullsheet-rag.js:3406–3446

* Build query context from recent chat messages * * @param {number} messageCount - Number of recent messages to include * @returns {string} Query text for RAG

(messageCount = 3)

            crosslinked: crosslinked.length,
            linkedChunks: linkedChunks.length,
            beforeInclusion: combined.length,
            afterInclusion: filteredByInclusion.length,
            afterTopKLimit: finalResults.length,
            delivered: finalResults.length,
            fallback: fallbackCount,
        });

        return finalResults;
    } catch (error) {
        CarrotDebug.error(`Failed to query RAG for ${characterName}:`, error);
        return [];
    }
}

// ============================================================================
// QUERY CONTEXT BUILDING
// ============================================================================

/**
 * Build query context from recent chat messages
 *
 * @param {number} messageCount - Number of recent messages to include
 * @returns {string} Query text for RAG
 */
function buildQueryContext(messageCount = 3) {
    if (!chat || chat.length === 0) {
        return '';
    }

    // Filter to only non-system messages (matching ST's native lorebook behavior)
    // This excludes: system messages, narrator messages, and any other is_system=true messages
    const activeMessages = chat.filter(x => !x.is_system);

    // Get last N active messages
    const recentMessages = activeMessages.slice(-messageCount);

    // Combine message text
    const queryText = recentMessages
        .map(msg => msg.mes || '')
        .filter(text => text.length > 0)
        .join('\n\n');

    // Enhanced debug logging
    CarrotDebug.ui('🔍 [CarrotKernel RAG] Building query context:', {