import { CanEmbed, VectorSearchOpts } from "../types";
export interface Point {
    id: string | number;
    vector: number[];
    payload?: Record<string, any>;
}
export interface SearchResult {
    id: string | number;
    score: number;
    payload?: Record<string, any>;
}
export type QdrantClientParams = {
    port?: number;
    apiKey?: string;
    https?: boolean;
    prefix?: string;
    url?: string;
    host?: string;
    timeout?: number;
    checkCompatibility?: boolean;
};
/**
 * An adapter for the Qdrant client to be able to interface with Rig.
 */
export declare class QdrantAdapter {
    private client;
    private collectionName;
    private params;
    private embeddingModel;
    constructor(collectionName: string, embeddingModel: CanEmbed, params: QdrantClientParams);
    loadClient(): Promise<void>;
    init(dimensions: number): Promise<void>;
    insertDocuments(points: Point[]): Promise<void>;
    topN(opts: VectorSearchOpts): Promise<SearchResult[]>;
    topNIds(opts: VectorSearchOpts): Promise<SearchResult[]>;
}