import {z} from 'zod' export type DocumentRef = {collection_id: string, document_id: string}; export type ClusterRunSource = {cluster_id: string, run_id: string}; export type CreateTaxonomyFromDocumentsRequest = {node_label?: (string | null) | undefined, documents?: (Array | null) | undefined, node_fields?: ({[key: string]: unknown} | null) | undefined, vector_name?: (string | null) | undefined, provenance?: ({[key: string]: unknown} | null) | undefined, cluster_run?: (ClusterRunSource | null) | undefined, taxonomy_name: string, description?: (string | null) | undefined, enrichment_target_field?: (string | null) | undefined}; export type CreateApiV1TaxonomiesFromDocumentsArgs = {body: CreateTaxonomyFromDocumentsRequest}; export type CreateApiV1TaxonomiesFromDocumentsOptions = {baseUrl?: string | undefined, BearerAuth?: string | undefined, NamespaceHeader?: string | undefined, fetch?: typeof fetch | undefined}; export const skippedDocumentRef = z.object({collection_id: z.string().nullable().optional(), document_id: z.string().nullable().optional(), reason: z.string()}); export const promotedNode = z.object({node_document_id: z.string(), node_label: z.string(), cluster_id: z.string(), member_count: z.number().int().nullable().optional()}); export const taxonomyNodeFromDocumentsResponse = z.object({taxonomy_id: z.string(), taxonomy_name: z.string(), node_document_id: z.string(), node_collection_id: z.string(), node_label: z.string(), vector_name: z.string(), vector_dimensions: z.number().int(), documents_used: z.number().int(), documents_skipped: z.array(skippedDocumentRef).optional(), taxonomy_created: z.boolean().optional(), retriever_id: z.string().nullable().optional(), enrichment_hint: z.string(), nodes: z.array(promotedNode).nullable().optional()}); 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 }; /** * Create a taxonomy from a document selection or a cluster run (one gesture) * * POST /v1/taxonomies/from-documents */ export const createApiV1TaxonomiesFromDocuments = async (args: CreateApiV1TaxonomiesFromDocumentsArgs, options?: CreateApiV1TaxonomiesFromDocumentsOptions) => { const {baseUrl = "https://api.mixpeek.com", fetch: fetchFn = fetch, BearerAuth, NamespaceHeader} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('content-type', "application/json") headers.set('accept', "application/json") if (BearerAuth !== undefined) headers.set('authorization', `Bearer ${BearerAuth}`) if (NamespaceHeader !== undefined) headers.set("X-Namespace", NamespaceHeader) const url = `${baseUrl.replace(/\/+$/, '')}/v1/taxonomies/from-documents${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(taxonomyNodeFromDocumentsResponse, await res.json()) };