@vfarcic/dot-ai/dist/core/vector-db-service.d.ts

Universal Kubernetes application deployment agent with CLI and MCP interfaces

/**
 * Vector DB Service
 *
 * Handles Qdrant Vector Database integration for semantic search and storage
 */
export interface VectorDBConfig {
    url?: string;
    apiKey?: string;
    collectionName?: string;
}
export interface VectorDocument {
    id: string;
    payload: Record<string, any>;
    vector?: number[];
}
export interface SearchResult {
    id: string;
    score: number;
    payload: Record<string, any>;
}
export interface SearchOptions {
    limit?: number;
    scoreThreshold?: number;
}
export declare class VectorDBService {
    private client;
    private config;
    private collectionName;
    constructor(config?: VectorDBConfig);
    private validateConfig;
    private shouldInitializeClient;
    /**
     * Initialize the collection if it doesn't exist
     */
    initializeCollection(vectorSize?: number): Promise<void>;
    /**
     * Create collection with specified vector size
     */
    private createCollection;
    /**
     * Store a document with optional vector
     */
    upsertDocument(document: VectorDocument): Promise<void>;
    /**
     * Search for similar documents using vector similarity
     */
    searchSimilar(vector: number[], options?: SearchOptions): Promise<SearchResult[]>;
    /**
     * Search for documents using payload filtering (keyword search)
     */
    searchByKeywords(keywords: string[], options?: SearchOptions): Promise<SearchResult[]>;
    /**
     * Get a document by ID
     */
    getDocument(id: string): Promise<VectorDocument | null>;
    /**
     * Delete a document by ID
     */
    deleteDocument(id: string): Promise<void>;
    /**
     * Get all documents (for listing)
     */
    getAllDocuments(limit?: number): Promise<VectorDocument[]>;
    /**
     * Get collection info and statistics
     */
    getCollectionInfo(): Promise<any>;
    /**
     * Check if Vector DB is available and responsive
     */
    healthCheck(): Promise<boolean>;
    /**
     * Check if client is initialized
     */
    isInitialized(): boolean;
    /**
     * Get configuration (for debugging)
     */
    getConfig(): VectorDBConfig;
}
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