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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
Go reference
Java reference
Node.js reference
Long-running operations
REST reference
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