import { z } from 'zod';
/**
 * Describes the schema for a vector embedding.
 */
export declare const VectorEmbeddingSchema: z.ZodObject<{
    /**
     * The vectors associated with the embedding.
     */
    vectors: z.ZodEffects<z.ZodString, import("../../../../pointer").Pointer<number[]>, string>;
    /**
     * The identifier of the model used to generate
     * the embeddings.
     */
    model: z.ZodString;
    /**
     * The number of dimensions of the embeddings.
     */
    dimensions: z.ZodNumber;
}, "strip", z.ZodTypeAny, {
    vectors: import("../../../../pointer").Pointer<number[]>;
    model: string;
    dimensions: number;
}, {
    vectors: string;
    model: string;
    dimensions: number;
}>;
export type VectorEmbeddingProps = z.infer<typeof VectorEmbeddingSchema>;
/**
 * Represents a vector embedding.
 */
export declare class VectorEmbedding {
    props: VectorEmbeddingProps;
    /**
     * Vector embedding constructor.
     * @param props the properties of the vector embedding.
     */
    constructor(props: VectorEmbeddingProps);
    /**
     * @returns a new vector embedding object.
     */
    static from(data: any): VectorEmbedding;
    /**
     * @returns a promise that resolves the embeddings
     * associated with the document.
     */
    embeddings(): Promise<Array<number>>;
    /**
     * @returns the identifier of the model used to generate
     * the embeddings.
     */
    model(): string;
    /**
     * @returns the number of dimensions of the embeddings.
     */
    dimensions(): number;
}