import {z} from 'zod' export type GetApiV4OrganizationsOrganizationIdAiServicesModelsModelIdOptions = {baseUrl?: string | undefined, token?: string | undefined, fetch?: typeof fetch | undefined}; export const caching = z.object({enableStandard: z.boolean().optional(), enableConversational: z.boolean().optional(), semantic: z.object({embeddingModel: z.string().optional(), scoreThreshold: z.number().optional(), dimensions: z.number().int().optional(), distanceMetric: z.string().optional()}).optional(), defaultCache: z.enum(["standard", "semantic"]).optional(), expiryTTL: z.number().int().optional()}); export const config = z.object({catalogModelName: z.string().optional(), type: z.enum(["text-generation", "embedding-generation", "sparse-embedding-generation", "moderation", "prompt-injection"]).optional(), provider: z.enum(["meta", "nvidia"]).optional(), quantization: z.enum(["fp8", "fp16", "fullPrecision"]).optional(), optimization: z.enum(["throughput", "latency"]).optional(), dimensions: z.number().int().optional(), caching: caching.optional(), enableBatching: z.boolean().optional(), keywordFiltering: z.array(z.string()).optional()}); export const cloudConfig = z.object({provider: z.enum(["aws", "gcp", "azure"]), region: z.string(), compute: z.object({cpu: z.union([z.literal(4), z.literal(32)]), gpuMemory: z.union([z.literal(24), z.literal(48), z.literal(192)])})}); export const usageMetrics = z.object({tokens: z.object({value: z.number().int().optional(), trend: z.enum(["increasing", "decreasing"]).optional()}).optional(), requests: z.object({value: z.number().int().optional(), trend: z.enum(["increasing", "decreasing"]).optional()}).optional()}); export const couchbaseAuditData = z.object({createdBy: z.string(), createdAt: z.string(), modifiedBy: z.string(), modifiedAt: z.string(), version: z.number().int()}); export const actions = z.array(z.enum(["deploy", "delete", "pause", "resume"])); export const getLanguageModelResponse = z.object({model: z.object({id: z.string().optional(), name: z.string().optional(), config: config.optional(), cloudConfig: cloudConfig.optional(), status: z.string().optional(), usageMetrics: usageMetrics.optional(), connectionString: z.string().optional(), audit: couchbaseAuditData.optional(), actions: actions.optional()}).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 }; /** * Get Model * * GET /v4/organizations/{organizationId}/aiServices/models/{modelId} */ export const getApiV4OrganizationsOrganizationIdAiServicesModelsModelId = async (options?: GetApiV4OrganizationsOrganizationIdAiServicesModelsModelIdOptions) => { const {baseUrl = "https://cloudapi.cloud.couchbase.com", fetch: fetchFn = fetch, token} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('accept', "application/json") if (token !== undefined) headers.set('authorization', `Bearer ${token}`) const url = `${baseUrl.replace(/\/+$/, '')}/v4/organizations/${encodeURIComponent(String(args.organizationId))}/aiServices/models/${encodeURIComponent(String(args.modelId))}${query.size > 0 ? `?${query}` : ''}` const res = await fetchFn(url, {method: "GET", headers}) if (!res.ok) throw new Error(`Request failed with status ${res.status}`, {cause: {status: res.status, body: await res.text()}}) return validateResponse(getLanguageModelResponse, await res.json()) };