Skip to main content
Google Cloud Documentation
Documentation
  • Get Started
  • Get Started with Google Cloud
  • Product List
  • Cloud Customer Care
  • Featured Products
  • Agent Platform
  • Apigee API Management
  • BigQuery
  • Compute Engine
  • Cloud CDN
  • Cloud Run
  • Cloud Storage
  • Cloud SQL
  • Gemini Enterprise
  • Google Kubernetes Engine
  • Looker
  • Cross-product Tools
  • Access and resources management
  • Costs and usage management
  • Infrastructure as code
  • SDK, languages, frameworks, and tools
  • Technology Areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Industry solutions
  • Migration
  • Networking
  • Observability and monitoring
  • Security
  • Storage
/
Console
  • English
  • Deutsch
  • Español – América Latina
  • Français
  • Indonesia
  • Italiano
  • Português – Brasil
  • 中文 – 简体
  • 中文 – 繁體
  • 日本語
  • 한국어
Sign in
  • Gemini Enterprise Agent Platform
Start free
Overview Studio Agents Models Notebooks
  • Agent Platform
  • Generative AI
Engineering Blog
Google Cloud Documentation
  • Documentation
    • More
    • Overview
    • Studio
    • Agents
    • Models
    • Notebooks
    • Pricing
      • More
    • Engineering Blog
  • Console
  • Home
  • Platform overview
  • Agent Platform documentation
  • Studio
  • Agents
  • Models
  • Notebooks
  • CodeMender
    • Overview
    • Install and configure the CLI
    • Scan and verify code vulnerabilities
    • Import third-party security findings
    • Fix code vulnerabilities and manage diffs
    • Manage sessions and export reports
  • API reference
  • All APIs and reference
  • gcloud CLI reference
    • gcloud ai
    • gcloud beta ai
    • gcloud colab
    • gcloud beta colab
    • gcloud network-services agent-gateways
    • gcloud beta network-services agent-gateways
  • Client libraries
    • Google Gen AI SDK
      • Overview
      • Python
      • Go
      • Java
      • Node.js
      • C#
    • Agent Platform SDK
      • Introduction
      • Python version 2.0.1 migration guide
      • Install the SDK for Python
      • Python
      • Go
      • Java
      • Node.js
      • C#
  • Agent Platform in express mode
    • Express mode REST API reference
    • v1
      • Overview
      • countTokens
      • generateContent
      • streamGenerateContent
    • v1beta1
      • Overview
      • countTokens
      • generateContent
      • streamGenerateContent
  • REST API reference
    • All methods
    • v1
      • REST Resources
      • media
        • Overview
        • upload
      • operations
        • Overview
        • cancel
        • delete
        • get
        • list
        • wait
      • projects.locations
        • Overview
        • askContexts
        • asyncRetrieveContexts
        • augmentPrompt
        • corroborateContent
        • deploy
        • evaluateInstances
        • generateSyntheticData
        • getRagEngineConfig
        • getSemanticGovernancePolicyEngine
        • retrieveContexts
        • updateRagEngineConfig
        • updateSemanticGovernancePolicyEngine
      • projects.locations.batchPredictionJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.cachedContents
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.customJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.datasets
        • Overview
        • create
        • delete
        • export
        • get
        • import
        • list
        • patch
        • searchDataItems
      • projects.locations.datasets.annotationSpecs
        • Overview
        • get
      • projects.locations.datasets.dataItems
        • Overview
        • list
      • projects.locations.datasets.dataItems.annotations
        • Overview
        • list
      • projects.locations.datasets.datasetVersions
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • restore
      • projects.locations.datasets.savedQueries
        • Overview
        • delete
        • list
      • projects.locations.deploymentResourcePools
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • queryDeployedModels
      • projects.locations.endpoints
        • Overview
        • computeTokens
        • countTokens
        • create
        • delete
        • deployModel
        • directPredict
        • directRawPredict
        • explain
        • generateContent
        • get
        • list
        • mutateDeployedModel
        • patch
        • predict
        • rawPredict
        • serverStreamingPredict
        • streamGenerateContent
        • streamRawPredict
        • undeployModel
        • update
      • projects.locations.endpoints.responses
        • Overview
        • delete
        • get
      • projects.locations.featureGroups
        • Overview
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • setIamPolicy
        • testIamPermissions
      • projects.locations.featureGroups.features
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.featureOnlineStores
        • Overview
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • setIamPolicy
        • testIamPermissions
      • projects.locations.featureOnlineStores.featureViews
        • Overview
        • create
        • delete
        • directWrite
        • fetchFeatureValues
        • generateFetchAccessToken
        • get
        • getIamPolicy
        • list
        • patch
        • searchNearestEntities
        • setIamPolicy
        • sync
        • testIamPermissions
      • projects.locations.featureOnlineStores.featureViews.featureViewSyncs
        • Overview
        • get
        • list
      • projects.locations.featurestores
        • Overview
        • batchReadFeatureValues
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • searchFeatures
        • setIamPolicy
        • testIamPermissions
      • projects.locations.featurestores.entityTypes
        • Overview
        • create
        • delete
        • deleteFeatureValues
        • exportFeatureValues
        • get
        • getIamPolicy
        • importFeatureValues
        • list
        • patch
        • readFeatureValues
        • setIamPolicy
        • streamingReadFeatureValues
        • testIamPermissions
        • writeFeatureValues
      • projects.locations.featurestores.entityTypes.features
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.hyperparameterTuningJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.indexEndpoints
        • Overview
        • create
        • delete
        • deployIndex
        • get
        • list
        • mutateDeployedIndex
        • patch
        • undeployIndex
      • projects.locations.indexes
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • removeDatapoints
        • upsertDatapoints
      • projects.locations.metadataStores
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.metadataStores.artifacts
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • purge
        • queryArtifactLineageSubgraph
      • projects.locations.metadataStores.contexts
        • Overview
        • addContextArtifactsAndExecutions
        • addContextChildren
        • create
        • delete
        • get
        • list
        • patch
        • purge
        • queryContextLineageSubgraph
        • removeContextChildren
      • projects.locations.metadataStores.executions
        • Overview
        • addExecutionEvents
        • create
        • delete
        • get
        • list
        • patch
        • purge
        • queryExecutionInputsAndOutputs
      • projects.locations.metadataStores.metadataSchemas
        • Overview
        • create
        • get
        • list
      • projects.locations.migratableResources
        • Overview
        • batchMigrate
        • search
      • projects.locations.modelDeploymentMonitoringJobs
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • pause
        • resume
        • searchModelDeploymentMonitoringStatsAnomalies
      • projects.locations.models
        • Overview
        • copy
        • delete
        • deleteVersion
        • export
        • get
        • getIamPolicy
        • list
        • listCheckpoints
        • listVersions
        • mergeVersionAliases
        • patch
        • setIamPolicy
        • testIamPermissions
        • updateExplanationDataset
        • upload
      • projects.locations.models.evaluations
        • Overview
        • get
        • import
        • list
      • projects.locations.models.evaluations.slices
        • Overview
        • batchImport
        • get
        • list
      • projects.locations.nasJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.nasJobs.nasTrialDetails
        • Overview
        • get
        • list
      • projects.locations.notebookExecutionJobs
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.notebookRuntimeTemplates
        • Overview
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • setIamPolicy
        • testIamPermissions
      • projects.locations.notebookRuntimes
        • Overview
        • assign
        • delete
        • get
        • list
        • start
        • stop
        • upgrade
      • projects.locations.operations
        • Overview
        • cancel
        • delete
        • get
        • list
        • wait
      • projects.locations.persistentResources
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • reboot
      • projects.locations.pipelineJobs
        • Overview
        • batchCancel
        • batchDelete
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.publishers.models
        • Overview
        • computeTokens
        • countTokens
        • embedContent
        • generateContent
        • predict
        • rawPredict
        • serverStreamingPredict
        • streamGenerateContent
        • streamRawPredict
      • projects.locations.publishers.v1.responses
        • Overview
        • delete
        • get
      • projects.locations.ragCorpora
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.ragCorpora.ragFiles
        • Overview
        • delete
        • get
        • import
        • list
      • projects.locations.reasoningEngines
        • Overview
        • asyncQuery
        • cancelAsyncQuery
        • create
        • delete
        • executeCode
        • get
        • getIamPolicy
        • list
        • patch
        • query
        • setIamPolicy
        • streamQuery
        • testIamPermissions
      • projects.locations.reasoningEngines.runtimeRevisions
        • Overview
        • query
        • streamQuery
      • projects.locations.reasoningEngines.sandboxEnvironmentSnapshots
        • Overview
        • delete
        • get
        • list
      • projects.locations.reasoningEngines.sandboxEnvironmentTemplates
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.reasoningEngines.sandboxEnvironments
        • Overview
        • authorizeAccess
        • create
        • delete
        • execute
        • get
        • list
        • pause
        • resume
        • snapshot
      • projects.locations.reasoningEngines.sessions
        • Overview
        • appendEvent
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.reasoningEngines.sessions.events
        • Overview
        • list
      • projects.locations.schedules
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • pause
        • resume
      • projects.locations.semanticGovernancePolicies
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.semanticGovernancePolicyEngine
        • Overview
        • deprovision
      • projects.locations.specialistPools
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.studies
        • Overview
        • create
        • delete
        • get
        • list
        • lookup
      • projects.locations.studies.trials
        • Overview
        • addTrialMeasurement
        • checkTrialEarlyStoppingState
        • complete
        • create
        • delete
        • get
        • list
        • listOptimalTrials
        • stop
        • suggest
      • projects.locations.tensorboards
        • Overview
        • batchRead
        • create
        • delete
        • get
        • list
        • patch
        • readSize
        • readUsage
      • projects.locations.tensorboards.experiments
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
        • write
      • projects.locations.tensorboards.experiments.runs
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
        • write
      • projects.locations.tensorboards.experiments.runs.timeSeries
        • Overview
        • create
        • delete
        • exportTensorboardTimeSeries
        • get
        • list
        • patch
        • read
        • readBlobData
      • projects.locations.trainingPipelines
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.tuningJobs
        • Overview
        • cancel
        • create
        • get
        • list
        • rebaseTunedModel
      • publishers.models
        • Overview
        • get
      • reasoningEngines.v1.projects.locations.reasoningEngines.api
        • Overview
        • invokeReasoningEngine
      • reasoningEngines.v1.projects.locations.reasoningEngines.runtimeRevisions.api
        • Overview
        • invokeReasoningEngine
      • reasoningEngines.v1beta1.projects.locations.reasoningEngines.api
        • Overview
        • invokeReasoningEngine
      • reasoningEngines.v1beta1.projects.locations.reasoningEngines.runtimeRevisions.api
        • Overview
        • invokeReasoningEngine
      • reasoningEngines.ws.v1.projects.locations.reasoningEngines.api
        • Overview
        • bidiInvokeReasoningEngine
      • reasoningEngines.ws.v1.projects.locations.reasoningEngines.revisions.runtimeRevisions.api
        • Overview
        • bidiInvokeReasoningEngine
      • reasoningEngines.ws.v1beta1.projects.locations.reasoningEngines.api
        • Overview
        • bidiInvokeReasoningEngine
      • reasoningEngines.ws.v1beta1.projects.locations.reasoningEngines.revisions.runtimeRevisions.api
        • Overview
        • bidiInvokeReasoningEngine
      • Types
      • Annotation
      • ApiKeyConfig
      • AssignNotebookRuntimeOperationMetadata
      • AutomaticResources
      • BatchCreateFeaturesOperationMetadata
      • BatchCreateFeaturesResponse
      • BatchMigrateResourcesOperationMetadata
      • BatchMigrateResourcesResponse
      • BatchReadFeatureValuesOperationMetadata
      • BatchReadFeatureValuesResponse
      • BigQueryDestination
      • BigQuerySource
      • CheckTrialEarlyStoppingStateMetatdata
      • CheckTrialEarlyStoppingStateResponse
      • Chunk
      • ComputeTokensResponse
      • Content
      • CopyModelOperationMetadata
      • CopyModelResponse
      • CountTokensResponse
      • CreateDatasetOperationMetadata
      • CreateDatasetVersionOperationMetadata
      • CreateDeploymentResourcePoolOperationMetadata
      • CreateEndpointOperationMetadata
      • CreateEntityTypeOperationMetadata
      • CreateFeatureGroupOperationMetadata
      • CreateFeatureOnlineStoreOperationMetadata
      • CreateFeatureOperationMetadata
      • CreateFeatureViewOperationMetadata
      • CreateFeaturestoreOperationMetadata
      • CreateIndexEndpointOperationMetadata
      • CreateIndexOperationMetadata
      • CreateMetadataStoreOperationMetadata
      • CreateNotebookExecutionJobOperationMetadata
      • CreateNotebookRuntimeTemplateOperationMetadata
      • CreatePersistentResourceOperationMetadata
      • CreateRegistryFeatureOperationMetadata
      • CreateSpecialistPoolOperationMetadata
      • CreateTensorboardOperationMetadata
      • CsvSource
      • DataItem
      • DedicatedResources
      • DeleteFeatureValuesOperationMetadata
      • DeleteFeatureValuesResponse
      • DeleteMetadataStoreOperationMetadata
      • DeleteOperationMetadata
      • DeployIndexOperationMetadata
      • DeployIndexResponse
      • DeployModelOperationMetadata
      • DeployModelResponse
      • DeployOperationMetadata
      • DeployResponse
      • DeploymentStage
      • DestinationFeatureSetting
      • EncryptionSpec
      • Event
      • Explanation
      • ExplanationSpec
      • ExportDataOperationMetadata
      • ExportDataResponse
      • ExportFeatureValuesOperationMetadata
      • ExportFeatureValuesResponse
      • ExportModelOperationMetadata
      • ExportModelResponse
      • Fact
      • FeatureSelector
      • FeatureValue
      • FeatureValueDestination
      • FeatureViewDataKey
      • FetchFeatureValuesResponse
      • GcsSource
      • GenerateContentResponse
      • GenerateVideoResponse
      • GenericOperationMetadata
      • GroundingMetadata
      • HarmBlockThreshold
      • HarmCategory
      • ImportDataOperationMetadata
      • ImportDataResponse
      • ImportFeatureValuesOperationMetadata
      • ImportFeatureValuesResponse
      • JobState
      • LineageSubgraph
      • ListFeaturesResponse
      • Measurement
      • ModalityTokenCount
      • ModelArmorConfig
      • ModelContainerSpec
      • ModelExplanation
      • MutateDeployedIndexOperationMetadata
      • MutateDeployedIndexResponse
      • MutateDeployedModelOperationMetadata
      • MutateDeployedModelResponse
      • NasTrial
      • NearestNeighborSearchOperationMetadata
      • NetworkSpec
      • NotebookEucConfig
      • NotebookExecutionJobView
      • NotebookIdleShutdownConfig
      • NotebookRuntimeType
      • NotebookSoftwareConfig
      • PSCAutomationConfig
      • PersistentDiskSpec
      • PipelineState
      • PredictResponse
      • PredictSchemata
      • PrivateServiceConnectConfig
      • PurgeArtifactsMetadata
      • PurgeArtifactsResponse
      • PurgeContextsMetadata
      • PurgeContextsResponse
      • PurgeExecutionsMetadata
      • PurgeExecutionsResponse
      • QueryReasoningEngineResponse
      • RagChunk
      • RagContexts
      • RagEngineConfig
      • RagFileTransformationConfig
      • RagQuery
      • ReadFeatureValuesResponse
      • RebootPersistentResourceOperationMetadata
      • RecordErrorType
      • RestoreDatasetVersionOperationMetadata
      • SafetySetting
      • Schema
      • SemanticGovernancePolicyEngine
      • SessionEvent
      • ShieldedVmConfig
      • StartNotebookRuntimeOperationMetadata
      • StreamingPredictResponse
      • SuggestTrialsMetadata
      • SuggestTrialsResponse
      • Tensor
      • TensorboardBlob
      • TimeSeriesData
      • TimeSeriesDataPoint
      • UndeployIndexOperationMetadata
      • UndeployIndexResponse
      • UndeployModelOperationMetadata
      • UndeployModelResponse
      • UpdateDeploymentResourcePoolOperationMetadata
      • UpdateExplanationDatasetOperationMetadata
      • UpdateExplanationDatasetResponse
      • UpdateFeatureGroupOperationMetadata
      • UpdateFeatureOnlineStoreOperationMetadata
      • UpdateFeatureOperationMetadata
      • UpdateFeatureViewOperationMetadata
      • UpdateFeaturestoreOperationMetadata
      • UpdateIndexOperationMetadata
      • UpdateModelDeploymentMonitoringJobOperationMetadata
      • UpdatePersistentResourceOperationMetadata
      • UpdateSpecialistPoolOperationMetadata
      • UpdateTensorboardOperationMetadata
      • UpgradeNotebookRuntimeOperationMetadata
      • UploadModelOperationMetadata
      • UploadModelResponse
    • v1beta1
      • REST Resources
      • interactions
        • Overview
        • cancel
        • getPoll
        • getStream
      • media
        • Overview
        • upload
      • operations
        • Overview
        • cancel
        • delete
        • get
        • list
        • wait
      • projects
        • Overview
        • fetchPublisherModelConfig
        • setPublisherModelConfig
      • projects.locations
        • Overview
        • askContexts
        • asyncRetrieveContexts
        • augmentPrompt
        • corroborateContent
        • deploy
        • deployPublisherModel
        • evaluateDataset
        • evaluateInstances
        • generateInstanceRubrics
        • generateLossClusters
        • generateSyntheticData
        • getRagEngineConfig
        • getSemanticGovernancePolicyEngine
        • recommendSpec
        • retrieveContexts
        • updateRagEngineConfig
        • updateSemanticGovernancePolicyEngine
      • projects.locations.agents
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.batchPredictionJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.cachedContents
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.customJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.datasets
        • Overview
        • assemble
        • assess
        • create
        • delete
        • export
        • get
        • import
        • list
        • patch
        • searchDataItems
      • projects.locations.datasets.annotationSpecs
        • Overview
        • get
      • projects.locations.datasets.dataItems
        • Overview
        • list
      • projects.locations.datasets.dataItems.annotations
        • Overview
        • list
      • projects.locations.datasets.datasetVersions
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • restore
      • projects.locations.datasets.savedQueries
        • Overview
        • delete
        • list
      • projects.locations.deploymentResourcePools
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • queryDeployedModels
      • projects.locations.endpoints
        • Overview
        • computeTokens
        • countTokens
        • create
        • delete
        • deployModel
        • directPredict
        • directRawPredict
        • explain
        • generateContent
        • get
        • getIamPolicy
        • list
        • mutateDeployedModel
        • patch
        • predict
        • predictLongRunning
        • rawPredict
        • serverStreamingPredict
        • setIamPolicy
        • streamGenerateContent
        • streamRawPredict
        • testIamPermissions
        • undeployModel
        • update
      • projects.locations.endpoints.chat
        • Overview
        • completions
      • projects.locations.endpoints.responses
        • Overview
        • delete
        • get
      • projects.locations.exampleStores
        • Overview
        • create
        • delete
        • fetchExamples
        • get
        • list
        • patch
        • removeExamples
        • searchExamples
        • upsertExamples
      • projects.locations.extensions
        • Overview
        • delete
        • execute
        • get
        • import
        • list
        • patch
        • query
      • projects.locations.featureGroups
        • Overview
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • setIamPolicy
        • testIamPermissions
      • projects.locations.featureGroups.featureMonitors
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.featureGroups.featureMonitors.featureMonitorJobs
        • Overview
        • create
        • get
        • list
      • projects.locations.featureGroups.features
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.featureOnlineStores
        • Overview
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • setIamPolicy
        • testIamPermissions
      • projects.locations.featureOnlineStores.featureViews
        • Overview
        • create
        • delete
        • directWrite
        • fetchFeatureValues
        • generateFetchAccessToken
        • get
        • getIamPolicy
        • list
        • patch
        • searchNearestEntities
        • setIamPolicy
        • streamingFetchFeatureValues
        • sync
        • testIamPermissions
      • projects.locations.featureOnlineStores.featureViews.featureViewSyncs
        • Overview
        • get
        • list
      • projects.locations.featurestores
        • Overview
        • batchReadFeatureValues
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • searchFeatures
        • setIamPolicy
        • testIamPermissions
      • projects.locations.featurestores.entityTypes
        • Overview
        • create
        • delete
        • deleteFeatureValues
        • exportFeatureValues
        • get
        • getIamPolicy
        • importFeatureValues
        • list
        • patch
        • readFeatureValues
        • setIamPolicy
        • streamingReadFeatureValues
        • testIamPermissions
        • writeFeatureValues
      • projects.locations.featurestores.entityTypes.features
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.hyperparameterTuningJobs
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.indexEndpoints
        • Overview
        • create
        • delete
        • deployIndex
        • get
        • list
        • mutateDeployedIndex
        • patch
        • undeployIndex
      • projects.locations.indexes
        • Overview
        • create
        • delete
        • get
        • import
        • list
        • patch
        • removeDatapoints
        • upsertDatapoints
      • projects.locations.interactions
        • Overview
        • createStream
        • delete
      • projects.locations.interactionsHttp
        • Overview
        • cancel
        • create
        • get
      • projects.locations.memoryBanks
        • Overview
        • ingestEvents
      • projects.locations.memoryBanks.memories
        • Overview
        • create
        • delete
        • generate
        • get
        • list
        • patch
        • retrieve
        • retrieveProfiles
      • projects.locations.metadataStores
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.metadataStores.artifacts
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • purge
        • queryArtifactLineageSubgraph
      • projects.locations.metadataStores.contexts
        • Overview
        • addContextArtifactsAndExecutions
        • addContextChildren
        • create
        • delete
        • get
        • list
        • patch
        • purge
        • queryContextLineageSubgraph
        • removeContextChildren
      • projects.locations.metadataStores.executions
        • Overview
        • addExecutionEvents
        • create
        • delete
        • get
        • list
        • patch
        • purge
        • queryExecutionInputsAndOutputs
      • projects.locations.metadataStores.metadataSchemas
        • Overview
        • create
        • get
        • list
      • projects.locations.migratableResources
        • Overview
        • batchMigrate
        • search
      • projects.locations.modelDeploymentMonitoringJobs
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • pause
        • resume
        • searchModelDeploymentMonitoringStatsAnomalies
      • projects.locations.modelMonitors
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • searchModelMonitoringAlerts
        • searchModelMonitoringStats
      • projects.locations.modelMonitors.modelMonitoringJobs
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.models
        • Overview
        • copy
        • delete
        • deleteVersion
        • export
        • get
        • getIamPolicy
        • list
        • listCheckpoints
        • listVersions
        • mergeVersionAliases
        • patch
        • setIamPolicy
        • testIamPermissions
        • updateExplanationDataset
        • upload
      • projects.locations.models.evaluations
        • Overview
        • get
        • import
        • list
      • projects.locations.models.evaluations.slices
        • Overview
        • batchImport
        • get
        • list
      • projects.locations.notebookExecutionJobs
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.notebookRuntimeTemplates
        • Overview
        • create
        • delete
        • get
        • getIamPolicy
        • list
        • patch
        • setIamPolicy
        • testIamPermissions
      • projects.locations.notebookRuntimes
        • Overview
        • assign
        • delete
        • get
        • list
        • start
        • stop
        • upgrade
      • projects.locations.onlineEvaluators
        • Overview
        • activate
        • create
        • delete
        • get
        • list
        • patch
        • suspend
      • projects.locations.operations
        • Overview
        • cancel
        • delete
        • get
        • list
        • wait
      • projects.locations.persistentResources
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • reboot
      • projects.locations.pipelineJobs
        • Overview
        • batchCancel
        • batchDelete
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.publishers.models
        • Overview
        • computeTokens
        • countTokens
        • embedContent
        • export
        • fetchPublisherModelConfig
        • generateContent
        • getIamPolicy
        • predict
        • predictLongRunning
        • rawPredict
        • serverStreamingPredict
        • setPublisherModelConfig
        • streamGenerateContent
        • streamRawPredict
      • projects.locations.publishers.v1.responses
        • Overview
        • delete
        • get
      • projects.locations.ragCorpora
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.ragCorpora.ragDataSchemas
        • Overview
        • batchCreate
        • batchDelete
        • create
        • delete
        • get
        • list
      • projects.locations.ragCorpora.ragFiles
        • Overview
        • delete
        • get
        • import
        • list
      • projects.locations.ragCorpora.ragFiles.ragMetadata
        • Overview
        • batchCreate
        • batchDelete
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.reasoningEngines
        • Overview
        • asyncQuery
        • cancelAsyncQuery
        • create
        • delete
        • executeCode
        • get
        • getIamPolicy
        • list
        • patch
        • query
        • setIamPolicy
        • streamQuery
        • testIamPermissions
      • projects.locations.reasoningEngines.feedbackEntries
        • Overview
        • create
        • delete
        • get
        • getFeedbackContext
        • list
        • patch
        • updateFeedbackContext
      • projects.locations.reasoningEngines.memories
        • Overview
        • create
        • delete
        • generate
        • get
        • ingestEvents
        • list
        • patch
        • retrieve
        • retrieveProfiles
      • projects.locations.reasoningEngines.runtimeRevisions
        • Overview
        • delete
        • get
        • list
        • query
        • streamQuery
      • projects.locations.reasoningEngines.sandboxEnvironmentSnapshots
        • Overview
        • delete
        • get
        • list
      • projects.locations.reasoningEngines.sandboxEnvironmentTemplates
        • Overview
        • create
        • delete
        • get
        • list
      • projects.locations.reasoningEngines.sandboxEnvironments
        • Overview
        • authorizeAccess
        • bidiExecute
        • create
        • delete
        • execute
        • get
        • list
        • pause
        • resume
        • snapshot
      • projects.locations.reasoningEngines.sessions
        • Overview
        • appendEvent
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.reasoningEngines.sessions.events
        • Overview
        • list
      • projects.locations.schedules
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • pause
        • resume
      • projects.locations.semanticGovernancePolicies
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.semanticGovernancePolicyEngine
        • Overview
        • deprovision
      • projects.locations.skills
        • Overview
        • create
        • delete
        • get
        • list
        • patch
        • retrieve
      • projects.locations.skills.revisions
        • Overview
        • get
        • list
      • projects.locations.specialistPools
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.studies
        • Overview
        • create
        • delete
        • get
        • list
        • lookup
      • projects.locations.studies.trials
        • Overview
        • addTrialMeasurement
        • checkTrialEarlyStoppingState
        • complete
        • create
        • delete
        • get
        • list
        • listOptimalTrials
        • stop
        • suggest
      • projects.locations.tensorboards
        • Overview
        • batchRead
        • create
        • delete
        • get
        • list
        • patch
        • readSize
        • readUsage
      • projects.locations.tensorboards.experiments
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
        • write
      • projects.locations.tensorboards.experiments.runs
        • Overview
        • batchCreate
        • create
        • delete
        • get
        • list
        • patch
        • write
      • projects.locations.tensorboards.experiments.runs.timeSeries
        • Overview
        • create
        • delete
        • exportTensorboardTimeSeries
        • get
        • list
        • patch
        • read
        • readBlobData
      • projects.locations.trainingPipelines
        • Overview
        • cancel
        • create
        • delete
        • get
        • list
      • projects.locations.tuningJobs
        • Overview
        • cancel
        • create
        • get
        • list
        • rebaseTunedModel
        • validateReinforcementTuningReward
      • projects.modelGardenEula
        • Overview
        • accept
        • check
      • projects.publishers.models
        • Overview
        • enableModel
      • publishers.models
        • Overview
        • get
        • list
      • Types
      • ActivateOnlineEvaluatorOperationMetadata
      • AggregationMetric
      • Annotation
      • ApiKeyConfig
      • AssignNotebookRuntimeOperationMetadata
      • AutomaticResources
      • AutoraterConfig
      • BatchCancelPipelineJobsResponse
      • BatchCreateFeaturesOperationMetadata
      • BatchCreateFeaturesResponse
      • BatchDedicatedResources
      • BatchDeletePipelineJobsResponse
      • BatchMigrateResourcesOperationMetadata
      • BatchMigrateResourcesResponse
      • BatchReadFeatureValuesOperationMetadata
      • BatchReadFeatureValuesResponse
      • BigQueryDestination
      • BigQuerySource
      • CheckTrialEarlyStoppingStateMetatdata
      • CheckTrialEarlyStoppingStateResponse
      • Chunk
      • CodeExecutionCallArguments
      • ComputeTokensResponse
      • Content
      • ContentList
      • CopyModelOperationMetadata
      • CopyModelResponse
      • CountTokensResponse
      • CreateDatasetOperationMetadata
      • CreateDatasetVersionOperationMetadata
      • CreateDeploymentResourcePoolOperationMetadata
      • CreateEndpointOperationMetadata
      • CreateEntityTypeOperationMetadata
      • CreateExtensionControllerOperationMetadata
      • CreateFeatureGroupOperationMetadata
      • CreateFeatureOnlineStoreOperationMetadata
      • CreateFeatureOperationMetadata
      • CreateFeatureViewOperationMetadata
      • CreateFeaturestoreOperationMetadata
      • CreateIndexEndpointOperationMetadata
      • CreateIndexOperationMetadata
      • CreateMetadataStoreOperationMetadata
      • CreateModelMonitorOperationMetadata
      • CreateNotebookExecutionJobOperationMetadata
      • CreateNotebookRuntimeTemplateOperationMetadata
      • CreateOnlineEvaluatorOperationMetadata
      • CreatePersistentResourceOperationMetadata
      • CreateRegistryFeatureOperationMetadata
      • CreateSolverOperationMetadata
      • CreateSpecialistPoolOperationMetadata
      • CreateTensorboardOperationMetadata
      • CsvSource
      • DataItem
      • DedicatedResources
      • DeleteFeatureValuesOperationMetadata
      • DeleteFeatureValuesResponse
      • DeleteMetadataStoreOperationMetadata
      • DeleteOnlineEvaluatorOperationMetadata
      • DeleteOperationMetadata
      • DeleteReasoningEngineRuntimeRevisionOperationMetadata
      • DeployIndexOperationMetadata
      • DeployIndexResponse
      • DeployModelOperationMetadata
      • DeployModelResponse
      • DeploySolverOperationMetadata
      • DeploymentStage
      • DeprecatedAgentConfig
      • DestinationFeatureSetting
      • DirectContentsSource
      • DirectMemoriesSource
      • EncryptionSpec
      • Error
      • Event
      • Example
      • ExamplesArrayFilter
      • Explanation
      • ExplanationSpec
      • ExportDataOperationMetadata
      • ExportDataResponse
      • ExportFeatureValuesOperationMetadata
      • ExportFeatureValuesResponse
      • ExportModelOperationMetadata
      • ExportModelResponse
      • ExportPublisherModelOperationMetadata
      • ExportPublisherModelResponse
      • Fact
      • FailedRubric
      • FeatureSelectionConfig
      • FeatureSelector
      • FeatureStatsAndAnomaly
      • FeatureStatsAndAnomalySpec
      • FeatureStatsAnomaly
      • FeatureValue
      • FeatureValueDestination
      • FeatureViewDataFormat
      • FeatureViewDataKey
      • FeaturestoreMonitoringConfig
      • FeedbackContext
      • FetchFeatureValuesResponse
      • FileSearchResult
      • FlexStart
      • GcsSource
      • GenerateContentResponse
      • GenerateLossClustersOperationMetadata
      • GenerateLossClustersResponse
      • GenerateVideoResponse
      • GenericOperationMetadata
      • GoogleMapsCallArguments
      • GoogleMapsResult
      • GoogleSearchCallArguments
      • GoogleSearchResult
      • GroundingMetadata
      • ImportDataOperationMetadata
      • ImportDataResponse
      • ImportExtensionOperationMetadata
      • ImportFeatureValuesOperationMetadata
      • ImportFeatureValuesResponse
      • IngestionDirectContentsSource
      • InstanceData
      • Interaction
      • InteractionStreamingEvent
      • JobState
      • LineageSubgraph
      • ListFeaturesResponse
      • ListMemoriesResponse
      • MediaProcessing
      • MediaResolution
      • MemoryType
      • Metric
      • MimeType
      • ModalityTokenCount
      • ModelContainerSpec
      • ModelExplanation
      • ModelMonitoringAlertConfig
      • ModelMonitoringInput
      • ModelMonitoringNotificationSpec
      • ModelMonitoringObjectiveConfig
      • ModelMonitoringOutputSpec
      • MutateDeployedIndexOperationMetadata
      • MutateDeployedIndexResponse
      • MutateDeployedModelOperationMetadata
      • MutateDeployedModelResponse
      • NearestNeighborSearchOperationMetadata
      • NetworkSpec
      • NotebookEucConfig
      • NotebookExecutionJobView
      • NotebookIdleShutdownConfig
      • NotebookRuntimeType
      • NotebookSoftwareConfig
      • PSCAutomationConfig
      • PersistentDiskSpec
      • PipelineState
      • PredictLongRunningMetadata
      • PredictLongRunningResponse
      • PredictResponse
      • PredictSchemata
      • PrivateServiceConnectConfig
      • Processing
      • PublisherModelEulaAcceptance
      • PublisherModelView
      • PurgeArtifactsMetadata
      • PurgeArtifactsResponse
      • PurgeContextsMetadata
      • PurgeContextsResponse
      • PurgeExecutionsMetadata
      • PurgeExecutionsResponse
      • QueryReasoningEngineResponse
      • RagChunk
      • RagContexts
      • RagEngineConfig
      • RagFileChunkingConfig
      • RagFileMetadataConfig
      • RagFileParsingConfig
      • RagFileTransformationConfig
      • RagQuery
      • ReadFeatureValuesResponse
      • ReasoningEngineSpec
      • RebootPersistentResourceOperationMetadata
      • RecordErrorType
      • ResponseModality
      • RestoreDatasetVersionOperationMetadata
      • RetrievalStepArguments
      • RetrievalType
      • RetrieveMemoriesResponse
      • RetrieveProfilesResponse
      • ReviewSnippet
      • Rubric
      • SamplingStrategy
      • SearchKeyGenerationMethod
      • SearchType
      • SemanticGovernancePolicyEngine
      • SessionEvent
      • ShieldedVmConfig
      • SimilaritySearchParams
      • SimpleRetrievalParams
      • SliceSpec
      • StartNotebookRuntimeOperationMetadata
      • Status
      • Step
      • StoredContentsExampleFilter
      • StreamingPredictResponse
      • Struct
      • SuggestTrialsMetadata
      • SuggestTrialsResponse
      • SuspendOnlineEvaluatorOperationMetadata
      • TabularObjective
      • Tensor
      • TensorboardBlob
      • ThresholdConfig
      • TimeSeriesData
      • TimeSeriesDataPoint
      • UndeployIndexOperationMetadata
      • UndeployIndexResponse
      • UndeployModelOperationMetadata
      • UndeployModelResponse
      • UndeploySolverOperationMetadata
      • UpdateDeploymentResourcePoolOperationMetadata
      • UpdateExplanationDatasetOperationMetadata
      • UpdateExplanationDatasetResponse
      • UpdateFeatureGroupOperationMetadata
      • UpdateFeatureOnlineStoreOperationMetadata
      • UpdateFeatureOperationMetadata
      • UpdateFeatureViewOperationMetadata
      • UpdateFeaturestoreOperationMetadata
      • UpdateIndexOperationMetadata
      • UpdateModelDeploymentMonitoringJobOperationMetadata
      • UpdateModelMonitorOperationMetadata
      • UpdateOnlineEvaluatorOperationMetadata
      • UpdatePersistentResourceOperationMetadata
      • UpdateSpecialistPoolOperationMetadata
      • UpdateTensorboardOperationMetadata
      • UpgradeNotebookRuntimeOperationMetadata
      • UploadModelOperationMetadata
      • UploadModelResponse
      • UrlContextCallArguments
      • UrlContextResult
      • Usage
      • Value
      • VertexSessionSource
    • Shared types
      • Types
      • AcceleratorType
      • Algorithm
      • AnnotationSpecColor
      • AspectRatio
      • AudioResponseFormat
      • AutoMlForecasting
      • AutoMlImageClassification
      • AutoMlImageObjectDetection
      • AutoMlImageSegmentation
      • AutoMlTables
      • Binding
      • Blob
      • BoundingBoxMetrics
      • CancelOperationRequest
      • ClassificationEvaluationMetrics
      • ClassificationPredictionResult
      • Code
      • CodeExecutionResult
      • Color
      • ConfusionMatrix
      • ContainerSpec
      • Content
      • CustomJobMetadata
      • CustomJobSpec
      • CustomTask
      • Date
      • DeleteOperationRequest
      • DeliveryMode
      • DynamicRetrievalConfig
      • EnterpriseWebSearch
      • EnvVar
      • Environment
      • ExportEvaluatedDataItemsConfig
      • FeatureSelectionPreference
      • ForecastingEvaluationMetrics
      • FunctionCallingConfig
      • FunctionDeclaration
      • GeminiExample
      • GeminiRequestReadConfig
      • GeneralTextGenerationEvaluationMetrics
      • GenerateVideoResponse
      • GetIamPolicyRequest
      • GetOperationRequest
      • GoalType
      • HarmBlockMethod
      • HarmBlockThreshold
      • HarmCategory
      • HierarchyConfig
      • HttpBody
      • HyperparameterTuningJobMetadata
      • HyperparameterTuningJobSpec
      • HyperparameterTuningTask
      • ImageBoundingBoxAnnotation
      • ImageClassificationAnnotation
      • ImageClassificationPredictionInstance
      • ImageClassificationPredictionParams
      • ImageDataItem
      • ImageDatasetMetadata
      • ImageObjectDetectionEvaluationMetrics
      • ImageObjectDetectionPredictionInstance
      • ImageObjectDetectionPredictionParams
      • ImageObjectDetectionPredictionResult
      • ImageSegmentationAnnotation
      • ImageSegmentationEvaluationMetrics
      • ImageSegmentationPredictionInstance
      • ImageSegmentationPredictionParams
      • ImageSegmentationPredictionResult
      • ImageSize
      • Interval
      • Language
      • Level
      • ListOperationsRequest
      • ListOperationsResponse
      • MaskMode
      • MeasurementSelectionType
      • MediaProcessing
      • MediaResolution
      • MimeType
      • Modality
      • Mode
      • ModelRoutingPreference
      • ModelType
      • MultimodalDatasetMetadata
      • ObservationNoise
      • Outcome
      • OutputOptions
      • PairwiseTextGenerationEvaluationMetrics
      • PersonGeneration
      • PhishBlockThreshold
      • Policy
      • PredictionResult
      • ProminentPeople
      • QuestionAnsweringEvaluationMetrics
      • RegressionEvaluationMetrics
      • ScaleType
      • Schema
      • Seq2SeqPlusForecasting
      • SetIamPolicyRequest
      • Strategy
      • StudySpec
      • SuccessfulStopReason
      • SummarizationEvaluationMetrics
      • TablesDatasetMetadata
      • TabularClassificationPredictionResult
      • TabularRegressionPredictionResult
      • TaskType
      • TestIamPermissionsRequest
      • TestIamPermissionsResponse
      • TextClassificationAnnotation
      • TextClassificationPredictionInstance
      • TextDataItem
      • TextDatasetMetadata
      • TextEmbedding
      • TextEmbeddingPredictionInstance
      • TextEmbeddingPredictionParams
      • TextEmbeddingPredictionResult
      • TextExtractionAnnotation
      • TextExtractionEvaluationMetrics
      • TextExtractionPredictionInstance
      • TextExtractionPredictionResult
      • TextSentimentAnnotation
      • TextSentimentEvaluationMetrics
      • TextSentimentPredictionInstance
      • TextSentimentPredictionResult
      • TextSentimentSavedQueryMetadata
      • TftFeatureImportance
      • TftForecasting
      • ThinkingLevel
      • TimeSegment
      • TimeSeriesDatasetMetadata
      • TimeSeriesForecastingPredictionResult
      • TrackMetrics
      • Type
      • VideoActionMetrics
      • VideoActionRecognitionAnnotation
      • VideoActionRecognitionMetrics
      • VideoActionRecognitionPredictionInstance
      • VideoActionRecognitionPredictionParams
      • VideoActionRecognitionPredictionResult
      • VideoClassificationAnnotation
      • VideoClassificationPredictionInstance
      • VideoClassificationPredictionParams
      • VideoClassificationPredictionResult
      • VideoDataItem
      • VideoDatasetMetadata
      • VideoGenerationModelInstance
      • VideoGenerationModelParams
      • VideoGenerationModelResult
      • VideoObjectTrackingAnnotation
      • VideoObjectTrackingMetrics
      • VideoObjectTrackingPredictionInstance
      • VideoObjectTrackingPredictionParams
      • VideoObjectTrackingPredictionResult
      • VirtualTryOnModelInstance
      • VirtualTryOnModelParams
      • VirtualTryOnModelResult
      • VisionEmbeddingModelInstance
      • VisionEmbeddingModelParams
      • VisionEmbeddingModelResult
      • VisualInspectionClassificationLabelSavedQueryMetadata
      • VisualInspectionMaskSavedQueryMetadata
      • WaitOperationRequest
      • WindowConfig
  • RPC API reference
    • Overview
    • cloud.ai.large_models.vision
    • genai.vertex.v1beta1
    • google.api
    • google.cloud.aiplatform.v1
      • Overview
      • schema
        • Overview
        • modelevaluation.metrics
        • predict.instance
        • predict.params
        • predict.prediction
        • trainingjob.definition
    • google.cloud.aiplatform.v1beta1
      • Overview
      • schema
        • Overview
        • modelevaluation.metrics
        • predict.instance
        • predict.params
        • predict.prediction
        • trainingjob.definition
    • google.iam.v1
    • google.learning.vertex.api.interactions.v1beta1
    • google.longrunning
    • google.rpc
    • google.type
  • Model API guides
    • Gemini API
      • Generate content
      • Function calling
      • Prompt classes
      • Grounding
      • Code execution API
      • Live API
      • API errors
    • Embeddings API
      • Text embeddings
      • Multimodal embeddings
    • Lyria music generation API
    • Batch prediction API
    • Tuning API
    • Gen AI evaluation API
    • RAG API
      • RAG API v1
      • RAG API v1beta1
      • Retrieval and generation output of RAG
    • CountTokens API
    • Interactions API
  • Long-running operations
  • MCP reference
    • Use the MCP server
    • Overview
    • Tools
      • create_endpoint
      • get_endpoint
      • list_endpoints
      • update_endpoint
      • delete_endpoint
      • create_prompt
      • get_prompt
      • list_prompts
      • update_prompt
      • delete_prompt
      • upload_model
      • list_models
      • get_model
      • update_model
      • delete_model
      • get_operation
      • evaluate_instances
      • list_tuning_jobs
      • get_tuning_job
      • cancel_tuning_job
      • predict
      • raw_predict
      • generate_content
      • count_tokens
      • embed_content
      • retrieve_contexts
      • augment_prompt
      • corroborate_content
      • ask_contexts
      • create_rag_corpus
      • list_rag_corpora
      • delete_rag_corpus
      • import_rag_files
      • colab_enterprise_create_notebook_runtime_template
      • colab_enterprise_get_notebook_runtime_template
      • colab_enterprise_list_notebook_runtime_templates
      • colab_enterprise_delete_notebook_runtime_template
      • colab_enterprise_update_notebook_runtime_template
      • colab_enterprise_create_notebook_runtime
      • colab_enterprise_get_notebook_runtime
      • colab_enterprise_list_notebook_runtimes
      • colab_enterprise_delete_notebook_runtime
      • colab_enterprise_upgrade_notebook_runtime
      • colab_enterprise_start_notebook_runtime
      • colab_enterprise_stop_notebook_runtime
      • notebook_execution_create_job
      • notebook_execution_get_job
      • notebook_execution_list_jobs
      • notebook_execution_delete_job
      • create_notebook_execution_schedule
      • delete_notebook_execution_schedule
      • get_notebook_execution_schedule
      • list_notebook_execution_schedules
      • pause_notebook_execution_schedule
      • resume_notebook_execution_schedule
      • update_notebook_execution_schedule
  • Google Cloud Pipelines Components reference
    • GCPC SDK reference
    • ML metadata artifact types
    • AutoML components
    • Batch prediction components
    • BigQuery ML components
    • CustomJob components
    • Dataflow components
    • Managed Service for Apache Spark components
    • Dataset components
    • Forecasting components
    • Hyperparameter tuning components
    • Model and endpoint components
    • Model evaluation components
    • Email notification component
  • Neural Architecture Search reference
    • Prebuilt search spaces
    • PyGlove reference
    • Client library
  • Agent Gateway REST API reference
    • v1
    • v1beta1
  • Notebooks API reference
    • Overview
    • Authenticate to Agent Platform Workbench
    • gcloud CLI reference
      • gcloud workbench
      • gcloud notebooks
      • gcloud beta notebooks
    • Client libraries
      • Overview
      • C++ reference
      • C# reference
      • Go reference
      • Java reference
      • Node.js reference
      • PHP reference
      • Python reference
      • Ruby reference
    • REST reference
      • Overview
      • v2
        • REST Resources
        • projects.locations
          • Overview
          • get
          • list
        • projects.locations.instances
          • Overview
          • checkUpgradability
          • create
          • delete
          • diagnose
          • get
          • getConfig
          • getIamPolicy
          • list
          • patch
          • reset
          • resizeDisk
          • restore
          • rollback
          • setIamPolicy
          • start
          • stop
          • testIamPermissions
          • upgrade
        • projects.locations.operations
          • Overview
          • cancel
          • delete
          • get
          • list
      • v1
        • REST Resources
        • projects.locations
          • Overview
          • get
          • list
        • projects.locations.environments
          • Overview
          • create
          • delete
          • get
          • list
        • projects.locations.executions
          • Overview
          • create
          • delete
          • get
          • list
        • projects.locations.instances
          • Overview
          • create
          • delete
          • diagnose
          • get
          • getIamPolicy
          • getInstanceHealth
          • isUpgradeable
          • list
          • migrate
          • register
          • report
          • reset
          • rollback
          • setAccelerator
          • setIamPolicy
          • setLabels
          • setMachineType
          • start
          • stop
          • testIamPermissions
          • updateConfig
          • updateMetadataItems
          • updateShieldedInstanceConfig
          • upgrade
        • projects.locations.operations
          • Overview
          • cancel
          • delete
          • get
          • list
        • projects.locations.runtimes
          • Overview
          • create
          • delete
          • get
          • getIamPolicy
          • list
          • migrate
          • patch
          • reportEvent
          • reset
          • setIamPolicy
          • start
          • stop
          • switch
          • testIamPermissions
        • projects.locations.schedules
          • Overview
          • create
          • delete
          • get
          • list
        • Types
        • ContainerImage
        • ExecutionTemplate
        • UpgradeType
        • VmImage
      • Shared types
        • Types
        • Binding
        • CancelOperationRequest
        • DeleteOperationRequest
        • GetIamPolicyRequest
        • GetLocationRequest
        • GetOperationRequest
        • ListLocationsRequest
        • ListLocationsResponse
        • ListOperationsRequest
        • ListOperationsResponse
        • Policy
        • SetIamPolicyRequest
        • TestIamPermissionsRequest
        • TestIamPermissionsResponse
    • RPC reference
      • Overview
      • google.cloud.common
      • google.cloud.location
      • google.cloud.notebooks.v1
      • google.cloud.notebooks.v2
      • google.iam.v1
      • google.longrunning
      • google.rpc
      • google.type
  • Vector Search REST API reference
    • Overview
    • v1
      • REST Resources
      • projects.locations
        • Overview
        • get
        • list
      • projects.locations.collections
        • Overview
        • create
        • delete
        • exportDataObjects
        • get
        • importDataObjects
        • list
        • patch
      • projects.locations.collections.dataObjects
        • Overview
        • aggregate
        • batchCreate
        • batchDelete
        • batchSearch
        • batchUpdate
        • create
        • delete
        • get
        • patch
        • query
        • search
      • projects.locations.collections.indexes
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.operations
        • Overview
        • cancel
        • delete
        • get
        • list
      • Types
      • OutputFields
      • SearchDataObjectsResponse
      • SearchHint
      • SemanticSearch
      • TextSearch
      • VectorSearch
    • v1beta
      • REST Resources
      • projects.locations
        • Overview
        • get
        • list
      • projects.locations.collections
        • Overview
        • create
        • delete
        • exportDataObjects
        • get
        • importDataObjects
        • list
        • patch
      • projects.locations.collections.dataObjects
        • Overview
        • aggregate
        • batchCreate
        • batchDelete
        • batchSearch
        • batchUpdate
        • create
        • delete
        • get
        • patch
        • query
        • search
      • projects.locations.collections.indexes
        • Overview
        • create
        • delete
        • get
        • list
        • patch
      • projects.locations.operations
        • Overview
        • cancel
        • delete
        • get
        • list
      • Types
      • OutputFields
      • SearchDataObjectsResponse
      • SearchHint
      • SemanticSearch
      • TextSearch
      • VectorSearch
    • Shared types
      • Types
      • CancelOperationRequest
      • DeleteOperationRequest
      • GetLocationRequest
      • GetOperationRequest
      • ListLocationsRequest
      • ListLocationsResponse
      • ListOperationsRequest
      • ListOperationsResponse
  • Resources
  • All resources
  • Glossary
  • Billing questions
  • Agent-related support and resources
    • Quotas and system limits
    • Supported locations
    • Get help for agents
  • Model-related support and resources
    • Data residency
    • Deployment and endpoint locations
    • Supported capabilities
    • Throughput quota
    • Frequently asked questions
    • Machine learning services
      • Locations
      • Quotas
      • Troubleshooting
      • Support policy
        • Shared responsibility
        • Framework support policy
        • Supported frameworks
      • Security bulletins
      • Service level agreement
      • Security controls
      • AI Agent Ecosystem Program
        • Overview
        • Partners
  • Agent Platform and zero data retention
  • Release notes
  • Name changes from Vertex AI
  • Pricing
    • Agent Platform
    • Generative AI
  • Get Started
  • Get Started with Google Cloud
  • Product List
  • Cloud Customer Care
  • Featured Products
  • Agent Platform
  • Apigee API Management
  • BigQuery
  • Compute Engine
  • Cloud CDN
  • Cloud Run
  • Cloud Storage
  • Cloud SQL
  • Gemini Enterprise
  • Google Kubernetes Engine
  • Looker
  • Cross-product Tools
  • Access and resources management
  • Costs and usage management
  • Infrastructure as code
  • SDK, languages, frameworks, and tools
  • Technology Areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud