import {z} from 'zod' export type GoogleCloudAiplatformV1RagRetrievalConfigFilter = {metadataFilter?: string | undefined, vectorDistanceThreshold?: number | undefined, vectorSimilarityThreshold?: number | undefined}; export type GoogleCloudAiplatformV1RagRetrievalConfigRankingLlmRanker = {modelName?: string | undefined}; export type GoogleCloudAiplatformV1RagRetrievalConfigRankingRankService = {modelName?: string | undefined}; export type GoogleCloudAiplatformV1RagRetrievalConfigRanking = {llmRanker?: GoogleCloudAiplatformV1RagRetrievalConfigRankingLlmRanker | undefined, rankService?: GoogleCloudAiplatformV1RagRetrievalConfigRankingRankService | undefined}; export type GoogleCloudAiplatformV1RagRetrievalConfig = {filter?: GoogleCloudAiplatformV1RagRetrievalConfigFilter | undefined, ranking?: GoogleCloudAiplatformV1RagRetrievalConfigRanking | undefined, topK?: number | undefined}; export type GoogleCloudAiplatformV1RagQuery = {ragRetrievalConfig?: GoogleCloudAiplatformV1RagRetrievalConfig | undefined, text?: string | undefined}; export type GoogleCloudAiplatformV1ToolCodeExecution = Record; export type GoogleCloudAiplatformV1ToolComputerUse = {disabledSafetyPolicies?: (Array<'SAFETY_POLICY_UNSPECIFIED' | 'FINANCIAL_TRANSACTIONS' | 'SENSITIVE_DATA_MODIFICATION' | 'COMMUNICATION_TOOL' | 'ACCOUNT_CREATION' | 'DATA_MODIFICATION' | 'USER_CONSENT_MANAGEMENT' | 'LEGAL_TERMS_AND_AGREEMENTS'>) | undefined, enablePromptInjectionDetection?: boolean | undefined, environment?: ('ENVIRONMENT_UNSPECIFIED' | 'ENVIRONMENT_BROWSER' | 'ENVIRONMENT_MOBILE' | 'ENVIRONMENT_DESKTOP') | undefined, excludedPredefinedFunctions?: Array | undefined}; export type GoogleCloudAiplatformV1EnterpriseWebSearch = {blockingConfidence?: ('PHISH_BLOCK_THRESHOLD_UNSPECIFIED' | 'BLOCK_LOW_AND_ABOVE' | 'BLOCK_MEDIUM_AND_ABOVE' | 'BLOCK_HIGH_AND_ABOVE' | 'BLOCK_HIGHER_AND_ABOVE' | 'BLOCK_VERY_HIGH_AND_ABOVE' | 'BLOCK_ONLY_EXTREMELY_HIGH') | undefined, excludeDomains?: Array | undefined}; export type GoogleCloudAiplatformV1ToolExaAiSearch = {apiKey?: string | undefined, customConfigs?: {[key: string]: unknown} | undefined}; export type GoogleCloudAiplatformV1Schema = {additionalProperties: unknown, anyOf?: Array | undefined, default: unknown, defs?: {[key: string]: GoogleCloudAiplatformV1Schema} | undefined, description?: string | undefined, enum?: Array | undefined, example: unknown, format?: string | undefined, items?: GoogleCloudAiplatformV1Schema | undefined, maxItems?: unknown | undefined, maxLength?: unknown | undefined, maxProperties?: unknown | undefined, maximum?: number | undefined, minItems?: unknown | undefined, minLength?: unknown | undefined, minProperties?: unknown | undefined, minimum?: number | undefined, nullable?: boolean | undefined, pattern?: string | undefined, properties?: {[key: string]: GoogleCloudAiplatformV1Schema} | undefined, propertyOrdering?: Array | undefined, ref?: string | undefined, required?: Array | undefined, title?: string | undefined, type?: ('TYPE_UNSPECIFIED' | 'STRING' | 'NUMBER' | 'INTEGER' | 'BOOLEAN' | 'ARRAY' | 'OBJECT' | 'NULL') | undefined}; export type GoogleCloudAiplatformV1FunctionDeclaration = {behavior?: ('UNSPECIFIED' | 'BLOCKING' | 'NON_BLOCKING') | undefined, description?: string | undefined, name?: string | undefined, parameters?: GoogleCloudAiplatformV1Schema | undefined, parametersJsonSchema: unknown, response?: GoogleCloudAiplatformV1Schema | undefined, responseJsonSchema: unknown}; export type GoogleCloudAiplatformV1GoogleMapsPlaces = Record; export type GoogleCloudAiplatformV1GoogleMapsRouting = Record; export type GoogleCloudAiplatformV1GoogleMapsGroundingTypes = {places?: GoogleCloudAiplatformV1GoogleMapsPlaces | undefined, routing?: GoogleCloudAiplatformV1GoogleMapsRouting | undefined}; export type GoogleCloudAiplatformV1GoogleMaps = {enableWidget?: boolean | undefined, groundingTypes?: GoogleCloudAiplatformV1GoogleMapsGroundingTypes | undefined}; export type GoogleCloudAiplatformV1ToolGoogleSearchImageSearch = Record; export type GoogleCloudAiplatformV1ToolGoogleSearchWebSearch = Record; export type GoogleCloudAiplatformV1ToolGoogleSearchSearchTypes = {imageSearch?: GoogleCloudAiplatformV1ToolGoogleSearchImageSearch | undefined, webSearch?: GoogleCloudAiplatformV1ToolGoogleSearchWebSearch | undefined}; export type GoogleCloudAiplatformV1ToolGoogleSearch = {blockingConfidence?: ('PHISH_BLOCK_THRESHOLD_UNSPECIFIED' | 'BLOCK_LOW_AND_ABOVE' | 'BLOCK_MEDIUM_AND_ABOVE' | 'BLOCK_HIGH_AND_ABOVE' | 'BLOCK_HIGHER_AND_ABOVE' | 'BLOCK_VERY_HIGH_AND_ABOVE' | 'BLOCK_ONLY_EXTREMELY_HIGH') | undefined, excludeDomains?: Array | undefined, searchTypes?: GoogleCloudAiplatformV1ToolGoogleSearchSearchTypes | undefined}; export type GoogleCloudAiplatformV1DynamicRetrievalConfig = {dynamicThreshold?: number | undefined, mode?: ('MODE_UNSPECIFIED' | 'MODE_DYNAMIC') | undefined}; export type GoogleCloudAiplatformV1GoogleSearchRetrieval = {dynamicRetrievalConfig?: GoogleCloudAiplatformV1DynamicRetrievalConfig | undefined}; export type GoogleCloudAiplatformV1ToolParallelAiSearch = {apiKey?: string | undefined, customConfigs?: {[key: string]: unknown} | undefined, enableDataRetention?: boolean | undefined, enableZeroDataRetention?: boolean | undefined}; export type GoogleCloudAiplatformV1ApiAuthApiKeyConfig = {apiKeySecretVersion?: string | undefined, apiKeyString?: string | undefined}; export type GoogleCloudAiplatformV1ApiAuth = {apiKeyConfig?: GoogleCloudAiplatformV1ApiAuthApiKeyConfig | undefined}; export type GoogleCloudAiplatformV1AuthConfigApiKeyConfig = {apiKeySecret?: string | undefined, apiKeyString?: string | undefined, httpElementLocation?: ('HTTP_IN_UNSPECIFIED' | 'HTTP_IN_QUERY' | 'HTTP_IN_HEADER' | 'HTTP_IN_PATH' | 'HTTP_IN_BODY' | 'HTTP_IN_COOKIE') | undefined, name?: string | undefined}; export type GoogleCloudAiplatformV1AuthConfigGoogleServiceAccountConfig = {serviceAccount?: string | undefined}; export type GoogleCloudAiplatformV1AuthConfigHttpBasicAuthConfig = {credentialSecret?: string | undefined}; export type GoogleCloudAiplatformV1AuthConfigOauthConfig = {accessToken?: string | undefined, serviceAccount?: string | undefined}; export type GoogleCloudAiplatformV1AuthConfigOidcConfig = {idToken?: string | undefined, serviceAccount?: string | undefined}; export type GoogleCloudAiplatformV1AuthConfig = {apiKeyConfig?: GoogleCloudAiplatformV1AuthConfigApiKeyConfig | undefined, authType?: ('AUTH_TYPE_UNSPECIFIED' | 'NO_AUTH' | 'API_KEY_AUTH' | 'HTTP_BASIC_AUTH' | 'GOOGLE_SERVICE_ACCOUNT_AUTH' | 'OAUTH' | 'OIDC_AUTH') | undefined, googleServiceAccountConfig?: GoogleCloudAiplatformV1AuthConfigGoogleServiceAccountConfig | undefined, httpBasicAuthConfig?: GoogleCloudAiplatformV1AuthConfigHttpBasicAuthConfig | undefined, oauthConfig?: GoogleCloudAiplatformV1AuthConfigOauthConfig | undefined, oidcConfig?: GoogleCloudAiplatformV1AuthConfigOidcConfig | undefined}; export type GoogleCloudAiplatformV1ExternalApiElasticSearchParams = {index?: string | undefined, numHits?: number | undefined, searchTemplate?: string | undefined}; export type GoogleCloudAiplatformV1ExternalApiSimpleSearchParams = Record; export type GoogleCloudAiplatformV1ExternalApi = {apiAuth?: GoogleCloudAiplatformV1ApiAuth | undefined, apiSpec?: ('API_SPEC_UNSPECIFIED' | 'SIMPLE_SEARCH' | 'ELASTIC_SEARCH') | undefined, authConfig?: GoogleCloudAiplatformV1AuthConfig | undefined, elasticSearchParams?: GoogleCloudAiplatformV1ExternalApiElasticSearchParams | undefined, endpoint?: string | undefined, simpleSearchParams?: GoogleCloudAiplatformV1ExternalApiSimpleSearchParams | undefined}; export type GoogleCloudAiplatformV1VertexAISearchDataStoreSpec = {dataStore?: string | undefined, filter?: string | undefined}; export type GoogleCloudAiplatformV1VertexAISearch = {dataStoreSpecs?: Array | undefined, datastore?: string | undefined, engine?: string | undefined, filter?: string | undefined, maxResults?: number | undefined}; export type GoogleCloudAiplatformV1VertexRagStoreRagResource = {ragCorpus?: string | undefined, ragFileIds?: Array | undefined}; export type GoogleCloudAiplatformV1VertexRagStore = {ragResources?: Array | undefined, ragRetrievalConfig?: GoogleCloudAiplatformV1RagRetrievalConfig | undefined, similarityTopK?: number | undefined, vectorDistanceThreshold?: number | undefined}; export type GoogleCloudAiplatformV1Retrieval = {disableAttribution?: boolean | undefined, externalApi?: GoogleCloudAiplatformV1ExternalApi | undefined, vertexAiSearch?: GoogleCloudAiplatformV1VertexAISearch | undefined, vertexRagStore?: GoogleCloudAiplatformV1VertexRagStore | undefined}; export type GoogleCloudAiplatformV1UrlContext = Record; export type GoogleCloudAiplatformV1Tool = {codeExecution?: GoogleCloudAiplatformV1ToolCodeExecution | undefined, computerUse?: GoogleCloudAiplatformV1ToolComputerUse | undefined, enterpriseWebSearch?: GoogleCloudAiplatformV1EnterpriseWebSearch | undefined, exaAiSearch?: GoogleCloudAiplatformV1ToolExaAiSearch | undefined, functionDeclarations?: Array | undefined, googleMaps?: GoogleCloudAiplatformV1GoogleMaps | undefined, googleSearch?: GoogleCloudAiplatformV1ToolGoogleSearch | undefined, googleSearchRetrieval?: GoogleCloudAiplatformV1GoogleSearchRetrieval | undefined, parallelAiSearch?: GoogleCloudAiplatformV1ToolParallelAiSearch | undefined, retrieval?: GoogleCloudAiplatformV1Retrieval | undefined, urlContext?: GoogleCloudAiplatformV1UrlContext | undefined}; export type GoogleCloudAiplatformV1AsyncRetrieveContextsRequest = {query?: GoogleCloudAiplatformV1RagQuery | undefined, tools?: Array | undefined}; export type CreateApiV1ProjectsProjectsIdLocationsLocationsIdAsyncRetrieveContextsArgs = {projectsId: string, locationsId: string, body: GoogleCloudAiplatformV1AsyncRetrieveContextsRequest}; export type CreateApiV1ProjectsProjectsIdLocationsLocationsIdAsyncRetrieveContextsOptions = {baseUrl?: string | undefined, Oauth2?: string | undefined, Oauth2c?: string | undefined, fetch?: typeof fetch | undefined}; export const googleRpcStatus = z.object({code: z.number().int().optional(), details: z.array(z.record(z.string(), z.unknown())).optional(), message: z.string().optional()}); export const googleLongrunningOperation = z.object({done: z.boolean().optional(), error: googleRpcStatus.optional(), metadata: z.record(z.string(), z.unknown()).optional(), name: z.string().optional(), response: z.record(z.string(), z.unknown()).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 }; /** * Asynchronous API to retrieves relevant contexts for a query. * * POST /v1/projects/{projectsId}/locations/{locationsId}:asyncRetrieveContexts * * Also accepts auth: Oauth2 + Oauth2c */ export const createApiV1ProjectsProjectsIdLocationsLocationsIdAsyncRetrieveContexts = async (args: CreateApiV1ProjectsProjectsIdLocationsLocationsIdAsyncRetrieveContextsArgs, options?: CreateApiV1ProjectsProjectsIdLocationsLocationsIdAsyncRetrieveContextsOptions) => { const {baseUrl = "https://aiplatform.googleapis.com", fetch: fetchFn = fetch, Oauth2, Oauth2c} = options ?? {} const query = new URLSearchParams() const headers = new Headers() headers.set('content-type', "application/json") headers.set('accept', "application/json") if (Oauth2 !== undefined) headers.set('authorization', `Bearer ${Oauth2}`) if (Oauth2c !== undefined) headers.set('authorization', `Bearer ${Oauth2c}`) const url = `${baseUrl.replace(/\/+$/, '')}/v1/projects/${encodeURIComponent(String(args.projectsId))}/locations/${encodeURIComponent(String(args.locationsId))}:asyncRetrieveContexts${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(googleLongrunningOperation, await res.json()) };