closevector-web/dist/hnswlibWasm.d.ts

CloseVector is fundamentally a vector database. We have made dedicated libraries available for both browsers and node.js, aiming for easy integration no matter your platform. One feature we've been working on is its potential for scalability. Instead of b

import { HnswlibModule, HierarchicalNSW as HierarchicalNSWT } from 'closevector-hnswlib-wasm';
import { CloseVectorEmbeddings, CloseVectorHNSWLibArgs, CloseVectorSaveableVectorStore, CloseVectorDocument, SynchronousInMemoryDocstore, CloseVectorHNSWLibBase, CloseVectorCredentials } from 'closevector-common';
export { CloseVectorEmbeddings, CloseVectorHNSWLibArgs, CloseVectorSaveableVectorStore, CloseVectorDocument, SynchronousInMemoryDocstore, CloseVectorHNSWLibBase, CloseVectorCredentials, } from 'closevector-common';
export type { HierarchicalNSW as HierarchicalNSWT } from 'closevector-hnswlib-wasm';
export type { HnswlibModule };
export declare class CloseVectorHNSWWeb extends CloseVectorSaveableVectorStore {
    FilterType: (doc: CloseVectorDocument) => boolean;
    _index?: HierarchicalNSWT;
    docstore: SynchronousInMemoryDocstore;
    args: CloseVectorHNSWLibBase;
    _uuid?: string;
    _vectorstoreType(): string;
    constructor(embeddings: CloseVectorEmbeddings, args: CloseVectorHNSWLibArgs<HierarchicalNSWT> & {
        credentials?: CloseVectorCredentials;
    });
    addDocuments(documents: CloseVectorDocument[]): Promise<void>;
    private static getHierarchicalNSW;
    private initIndex;
    get index(): HierarchicalNSWT;
    private set index(value);
    get uuid(): string;
    private set uuid(value);
    addVectors(vectors: number[][], documents: CloseVectorDocument[]): Promise<void>;
    similaritySearchVectorWithScore(query: number[], k: number, filter?: this['FilterType']): Promise<[CloseVectorDocument<Record<string, any>>, number][]>;
    saveToCloud(options?: {
        uuid?: string;
        public?: boolean;
        description?: string;
        credentials?: CloseVectorCredentials;
        onProgress?: (progress: {
            loaded: number;
            total: number;
        }) => void;
    }): Promise<void>;
    save(directory: string): Promise<void>;
    static loadFromCloud(options: {
        embeddings: CloseVectorEmbeddings;
        uuid: string;
        public?: boolean;
        credentials?: CloseVectorCredentials;
        onProgress?: (progress: {
            loaded: number;
            total: number;
        }) => void;
    }): Promise<CloseVectorHNSWWeb>;
    static load(directory: string, embeddings: CloseVectorEmbeddings): Promise<CloseVectorHNSWWeb>;
    static fromTexts(texts: string[], metadatas: object[] | object, embeddings: CloseVectorEmbeddings, dbConfig?: {
        docstore?: SynchronousInMemoryDocstore;
    }): Promise<CloseVectorHNSWWeb>;
    static fromDocuments(docs: CloseVectorDocument[], embeddings: CloseVectorEmbeddings, dbConfig?: {
        docstore?: SynchronousInMemoryDocstore;
    }): Promise<CloseVectorHNSWWeb>;
    static imports(): Promise<HnswlibModule>;
}
export declare const HNSWLib: typeof CloseVectorHNSWWeb;