embeddings-js/dist/interfaces/base-db.d.ts

A NodeJS RAG framework to easily work with LLMs and custom datasets

import { Chunk, EmbeddedChunk } from '../global/types.js';
export interface BaseDb {
    init({}: {
        dimensions: number;
    }): Promise<void>;
    insertChunks(chunks: EmbeddedChunk[]): Promise<number>;
    similaritySearch(query: number[], k: number): Promise<Chunk[]>;
    getVectorCount(): Promise<number>;
    deleteKeys(uniqueLoaderId: string): Promise<boolean>;
    reset(): Promise<void>;
}