import {z} from 'zod' export type TextDoc = {text: string}; export type TextRerankerRequest = {query: string, top_n?: (number | null) | undefined, return_documents?: (boolean | null) | undefined, model: 'jina-reranker-v2-base-multilingual' | 'jina-reranker-v1-tiny-en' | 'jina-reranker-v1-turbo-en' | 'jina-reranker-v1-base-en' | 'jina-colbert-v1-en' | 'jina-colbert-v2', documents: Array}; export type ImageDoc = {image: string}; export type RerankerM0Request = {query: string | ImageDoc, top_n?: (number | null) | undefined, return_documents?: (boolean | null) | undefined, model: 'jina-reranker-m0', documents: Array}; export type RerankerV3Request = {query: string, top_n?: (number | null) | undefined, return_documents?: (boolean | null) | undefined, model: 'jina-reranker-v3' | 'jina-reranker-v3.5', documents: Array, max_doc_length?: (number | null) | undefined, return_embeddings?: (boolean | null) | undefined}; export type CreateApiV1RerankArgs = {body: TextRerankerRequest | RerankerM0Request | RerankerV3Request}; export type CreateApiV1RerankOptions = {baseUrl?: string | undefined, HTTPBearer?: string | undefined, fetch?: typeof fetch | undefined}; export const baseUsage = z.object({total_tokens: z.number().int()}); export const textDoc = z.object({text: z.string()}); export const imageDoc = z.object({image: z.string()}); export const rerankingResult = z.object({index: z.number().int(), relevance_score: z.number(), document: z.union([z.string(), textDoc, imageDoc]).nullable().optional(), embedding: z.array(z.number()).nullable().optional()}); export const rerankingResponse = z.object({model: z.string(), object: z.string().optional(), usage: baseUsage, results: z.array(rerankingResult)}); export const validateResponse = async ( schema: { readonly '~standard': { readonly validate: (value: unknown) => ({ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray | undefined }> }) | Promise<{ readonly value: Output; readonly issues?: undefined } | { readonly issues: ReadonlyArray<{ readonly message: string; readonly path?: ReadonlyArray | undefined }> }> } }, value: unknown ): Promise => { const result = await schema['~standard'].validate(value) if (result.issues !== undefined) { const detail = result.issues .map(({ message, path }) => path?.length ? `${path.map((segment) => String(typeof segment === 'object' ? segment.key : segment)).join('.')}: ${message}` : message ) .join('; ') throw new Error(`Response does not match the schema: ${detail}`, { cause: { issues: result.issues } }) } return result.value }; /** * Rerank * * POST /v1/rerank */ export const createApiV1Rerank = async (args: CreateApiV1RerankArgs, options?: CreateApiV1RerankOptions) => { const {baseUrl = "https://api.jina.ai", fetch: fetchFn = fetch, HTTPBearer} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('content-type', "application/json") headers.set('accept', "application/json") if (HTTPBearer !== undefined) headers.set('authorization', `Bearer ${HTTPBearer}`) const url = `${baseUrl.replace(/\/+$/, '')}/v1/rerank${query.size > 0 ? `?${query}` : ''}` const res = await fetchFn(url, {method: "POST", headers, body: JSON.stringify(args.body)}) if (!res.ok) throw new Error(`Request failed with status ${res.status}`, {cause: {status: res.status, body: await res.text()}}) return validateResponse(rerankingResponse, await res.json()) };