MCP Memory LibSQL

// Re-export types export * from './types.js'; // Re-export core database manager for backward compatibility export { DatabaseManager } from './core.js'; // Re-export entity operations from services layer export { createEntities, getEntity, getRecentEntities, deleteEntity, } from '../services/entity-service.js'; // Re-export relation operations from services layer export { createRelations, deleteRelation, getRelationsForEntities, } from '../services/relation-service.js'; // Re-export graph operations from services layer export { readGraph, searchNodes, } from '../services/graph-service.js'; // Re-export vector utilities from services layer export { arrayToVectorString, extractVector, cosineSimilarity, euclideanDistance, } from '../services/vector-service.js'; // Re-export embedding service functions for backward compatibility export { EMBEDDING_DIMENSION as DEFAULT_EMBEDDING_DIMENSION, } from '../services/embedding-service.js'; // Re-export embedding functions export const generateEmbedding = async (input: string, modelName?: string): Promise<number[]> => { const { embeddingService } = await import('../services/embedding-service.js'); return embeddingService.generateEmbedding(input); }; export const generateEmbeddings = async (inputs: string[], modelName?: string): Promise<number[][]> => { const { embeddingService } = await import('../services/embedding-service.js'); return embeddingService.generateEmbeddings(inputs); }; // Re-export searchSimilar function for backward compatibility export const searchSimilar = async ( client: any, embedding: number[], limit: number = 5, includeEmbeddings: boolean = false, ): Promise<any[]> => { // This is a compatibility wrapper that adapts the new service API to the old function signature const { databaseService } = await import('../services/database-service.js'); const { searchNodes } = await import('../services/graph-service.js'); // Use the searchNodes function with the vector embedding const result = await searchNodes(embedding, includeEmbeddings); // Convert the result to the format expected by the old API return result.entities.map(entity => ({ entity, distance: 0, // We don't have distance information in the new API })); }; // Re-export searchEntities function for backward compatibility export const searchEntities = async ( client: any, query: string, includeEmbeddings: boolean = false, ): Promise<any[]> => { // This is a compatibility wrapper that adapts the new service API to the old function signature const { searchNodes } = await import('../services/graph-service.js'); // Use the searchNodes function with the text query const result = await searchNodes(query, includeEmbeddings); // Return just the entities return result.entities; };