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Vertex AI
Overview
Authenticate to Vertex AI
Vertex AI SDK for Python
Introduction to the Vertex AI SDK
Install the Vertex AI SDK
Vertex AI SDK reference
Vertex AI language model SDK reference
gcloud CLI reference
gcloud ai
gcloud beta ai
gcloud colab
gcloud beta colab
Client libraries
Install the client libraries
C# reference
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Long-running operations
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All methods
v1
REST Resources
media
Overview
upload
projects.locations
Overview
augmentPrompt
corroborateContent
deploy
evaluateInstances
getRagEngineConfig
retrieveContexts
updateRagEngineConfig
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
predictLongRunning
rawPredict
serverStreamingPredict
streamGenerateContent
streamRawPredict
undeployModel
update
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
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
generateContent
predict
predictLongRunning
rawPredict
serverStreamingPredict
streamGenerateContent
streamRawPredict
projects.locations.ragCorpora
Overview
create
delete
get
list
patch
projects.locations.ragCorpora.ragFiles
Overview
delete
get
import
list
projects.locations.reasoningEngines
Overview
create
delete
get
list
patch
query
streamQuery
projects.locations.schedules
Overview
create
delete
get
list
patch
pause
resume
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
Types
Annotation
ApiKeyConfig
AutomaticResources
BigQueryDestination
BigQuerySource
ComputeTokensResponse
Content
CountTokensResponse
CsvSource
CustomJobSpec
DataItem
DedicatedResources
DestinationFeatureSetting
DiskSpec
EncryptionSpec
EnvVar
Event
Explanation
ExplanationSpec
Fact
FeatureSelector
FeatureValue
FeatureValueDestination
FeatureViewDataKey
FetchFeatureValuesResponse
GcsDestination
GcsSource
GenerateContentResponse
GenerationConfig
HarmBlockThreshold
HarmCategory
JobState
LineageSubgraph
ListFeaturesResponse
MachineSpec
Measurement
ModalityTokenCount
ModelArmorConfig
ModelContainerSpec
ModelExplanation
NasTrial
NetworkSpec
NotebookEucConfig
NotebookExecutionJobView
NotebookIdleShutdownConfig
NotebookRuntimeType
NotebookSoftwareConfig
PSCAutomationConfig
PersistentDiskSpec
PipelineState
PredictResponse
PredictSchemata
PrivateServiceConnectConfig
PscInterfaceConfig
RagChunk
RagEngineConfig
RagFileTransformationConfig
ReadFeatureValuesResponse
SafetySetting
ShieldedVmConfig
StreamingPredictResponse
StudySpec
Tensor
TensorboardBlob
TimeSeriesData
TimeSeriesDataPoint
v1beta1
REST Resources
media
Overview
upload
projects
Overview
fetchPublisherModelConfig
setPublisherModelConfig
projects.locations
Overview
augmentPrompt
corroborateContent
deploy
deployPublisherModel
evaluateDataset
evaluateInstances
getRagEngineConfig
recommendSpec
retrieveContexts
updateRagEngineConfig
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
rawPredict
serverStreamingPredict
setIamPolicy
streamGenerateContent
streamRawPredict
testIamPermissions
undeployModel
update
projects.locations.endpoints.chat
Overview
completions
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
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.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.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
export
fetchPublisherModelConfig
generateContent
getIamPolicy
predict
rawPredict
serverStreamingPredict
setPublisherModelConfig
streamGenerateContent
streamRawPredict
projects.locations.ragCorpora
Overview
create
delete
get
list
patch
projects.locations.ragCorpora.ragFiles
Overview
delete
get
import
list
projects.locations.reasoningEngines
Overview
create
delete
get
list
patch
query
streamQuery
projects.locations.reasoningEngines.memories
Overview
create
delete
generate
get
list
patch
retrieve
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.specialistPools
Overview
create
delete