il2cpp-dump-analyzer-mcp/dist/database/enhanced-vector-store.d.ts

Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games

import { Document } from '@langchain/core/documents';
import { Embeddings } from '@langchain/core/embeddings';
import { CodeChunk } from '../embeddings/chunker';
/**
 * Enhanced search options
 */
export interface EnhancedSearchOptions {
    /** Number of results to return */
    k?: number;
    /** Minimum similarity threshold */
    threshold?: number;
    /** Metadata filters */
    filters?: Record<string, any>;
    /** Enable hybrid search (vector + text) */
    hybridSearch?: boolean;
    /** Text search weight (for hybrid search) */
    textWeight?: number;
    /** Vector search weight (for hybrid search) */
    vectorWeight?: number;
    /** Cache results */
    useCache?: boolean;
    /** Cache TTL in milliseconds */
    cacheTtlMs?: number;
}
/**
 * Search result with enhanced metadata
 */
export interface EnhancedSearchResult {
    document: Document;
    similarity: number;
    textScore?: number;
    combinedScore?: number;
    cached: boolean;
}
/**
 * Enhanced Supabase vector store with performance optimizations,
 * connection pooling, retry logic, and advanced search capabilities
 */
export declare class EnhancedSupabaseVectorStore {
    private embeddings;
    private tableName;
    private connectionManager;
    private retryManager;
    private circuitBreaker;
    private performanceMonitor;
    private dimensions;
    private isInitialized;
    constructor(embeddings: Embeddings, tableName?: string);
    /**
     * Initialize the vector store
     */
    initialize(): Promise<void>;
    /**
     * Add documents to the vector store with enhanced error handling
     */
    addDocuments(documents: Document[]): Promise<void>;
    /**
     * Enhanced similarity search with caching and performance monitoring
     */
    similaritySearch(query: string, options?: EnhancedSearchOptions): Promise<EnhancedSearchResult[]>;
    /**
     * Add code chunks with metadata enhancement
     */
    addCodeChunks(chunks: CodeChunk[]): Promise<void>;
    /**
     * Get database statistics and health information
     */
    getHealthStatus(): Promise<{
        isHealthy: boolean;
        connectionStats: any;
        performanceStats: any;
        cacheStats: any;
        circuitBreakerStats: any;
    }>;
    /**
     * Generate document hash for deduplication
     */
    private generateDocumentHash;
    /**
     * Generate cache key for search operations
     */
    private generateCacheKey;
    /**
     * Clear all caches
     */
    clearCache(): void;
    /**
     * Export performance metrics
     */
    exportMetrics(): string;
    /**
     * Cleanup resources
     */
    cleanup(): Promise<void>;
}