Vertex AI API

Train high-quality custom machine learning models with minimal machine learning expertise and effort.

Service: aiplatform.googleapis.com

To call this service, we recommend that you use the Google-providedclient libraries. If your application needs to use your own libraries to call this service, use the following information when you make the API requests.

Discovery document

ADiscovery Document is a machine-readable specification for describing and consuming REST APIs. It is used to build client libraries, IDE plugins, and other tools that interact with Google APIs. One service may provide multiple discovery documents. This service provides the following discovery documents:

Service endpoint

Aservice endpoint is a base URL that specifies the network address of an API service. One service might have multiple service endpoints. This service has the following service endpoints and all URIs below are relative to these service endpoints:

https://aiplatform.googleapis.com
https://africa-south1-aiplatform.googleapis.com
https://asia-east1-aiplatform.googleapis.com
https://asia-east2-aiplatform.googleapis.com
https://asia-northeast1-aiplatform.googleapis.com
https://asia-northeast2-aiplatform.googleapis.com
https://asia-northeast3-aiplatform.googleapis.com
https://asia-south1-aiplatform.googleapis.com
https://asia-southeast1-aiplatform.googleapis.com
https://asia-southeast2-aiplatform.googleapis.com
https://australia-southeast1-aiplatform.googleapis.com
https://australia-southeast2-aiplatform.googleapis.com
https://europe-central2-aiplatform.googleapis.com
https://europe-north1-aiplatform.googleapis.com
https://europe-southwest1-aiplatform.googleapis.com
https://europe-west1-aiplatform.googleapis.com
https://europe-west2-aiplatform.googleapis.com
https://europe-west3-aiplatform.googleapis.com
https://europe-west4-aiplatform.googleapis.com
https://europe-west6-aiplatform.googleapis.com
https://europe-west8-aiplatform.googleapis.com
https://europe-west9-aiplatform.googleapis.com
https://europe-west12-aiplatform.googleapis.com
https://me-central1-aiplatform.googleapis.com
https://me-central2-aiplatform.googleapis.com
https://me-west1-aiplatform.googleapis.com
https://northamerica-northeast1-aiplatform.googleapis.com
https://northamerica-northeast2-aiplatform.googleapis.com
https://southamerica-east1-aiplatform.googleapis.com
https://southamerica-west1-aiplatform.googleapis.com
https://us-central1-aiplatform.googleapis.com
https://us-east1-aiplatform.googleapis.com
https://us-east4-aiplatform.googleapis.com
https://us-south1-aiplatform.googleapis.com
https://us-west1-aiplatform.googleapis.com
https://us-west2-aiplatform.googleapis.com
https://us-west3-aiplatform.googleapis.com
https://us-west4-aiplatform.googleapis.com
https://us-east5-aiplatform.googleapis.com

SeeFeature availability for the supported features for each region.

REST Resource:v1.media

Methods
`upload`	`POST /v1/{parent}/ragFiles:upload` `POST /upload/v1/{parent}/ragFiles:upload` Upload a file into a RagCorpus.

REST Resource:v1.operations

Methods
`cancel`	`POST /v1/{name}:cancel` Starts asynchronous cancellation on a long-running operation.
`delete`	`DELETE /v1/{name}` Deletes a long-running operation.
`get`	`GET /v1/{name}` Gets the latest state of a long-running operation.
`list`	`GET /v1/operations` Lists operations that match the specified filter in the request.
`wait`	`POST /v1/{name}:wait` Waits until the specified long-running operation is done or reaches at most a specified timeout, returning the latest state.

REST Resource:v1.projects.locations

Methods
`augmentPrompt`	`POST /v1/{parent}:augmentPrompt` Given an input prompt, it returns augmented prompt from vertex rag store to guide LLM towards generating grounded responses.
`corroborateContent`	`POST /v1/{parent}:corroborateContent` Given an input text, it returns a score that evaluates the factuality of the text.
`deploy`	`POST /v1/{destination}:deploy` Deploys a model to a new endpoint.
`evaluateInstances`	`POST /v1/{location}:evaluateInstances` Evaluates instances based on a given metric.
`getRagEngineConfig`	`GET /v1/{name}` Gets a RagEngineConfig.
`retrieveContexts`	`POST /v1/{parent}:retrieveContexts` Retrieves relevant contexts for a query.
`updateRagEngineConfig`	`PATCH /v1/{ragEngineConfig.name}` Updates a RagEngineConfig.

REST Resource:v1.projects.locations.batchPredictionJobs

Methods
`cancel`	`POST /v1/{name}:cancel` Cancels a BatchPredictionJob.
`create`	`POST /v1/{parent}/batchPredictionJobs` Creates a BatchPredictionJob.
`delete`	`DELETE /v1/{name}` Deletes a BatchPredictionJob.
`get`	`GET /v1/{name}` Gets a BatchPredictionJob
`list`	`GET /v1/{parent}/batchPredictionJobs` Lists BatchPredictionJobs in a Location.

REST Resource:v1.projects.locations.cachedContents

Methods
`create`	`POST /v1/{parent}/cachedContents` Creates cached content, this call will initialize the cached content in the data storage, and users need to pay for the cache data storage.
`delete`	`DELETE /v1/{name}` Deletes cached content
`get`	`GET /v1/{name}` Gets cached content configurations
`list`	`GET /v1/{parent}/cachedContents` Lists cached contents in a project
`patch`	`PATCH /v1/{cachedContent.name}` Updates cached content configurations

REST Resource:v1.projects.locations.customJobs

Methods
`cancel`	`POST /v1/{name}:cancel` Cancels a CustomJob.
`create`	`POST /v1/{parent}/customJobs` Creates a CustomJob.
`delete`	`DELETE /v1/{name}` Deletes a CustomJob.
`get`	`GET /v1/{name}` Gets a CustomJob.
`list`	`GET /v1/{parent}/customJobs` Lists CustomJobs in a Location.

REST Resource:v1.projects.locations.datasets

Methods
`create`	`POST /v1/{parent}/datasets` Creates a Dataset.
`delete`	`DELETE /v1/{name}` Deletes a Dataset.
`export`	`POST /v1/{name}:export` Exports data from a Dataset.
`get`	`GET /v1/{name}` Gets a Dataset.
`import`	`POST /v1/{name}:import` Imports data into a Dataset.
`list`	`GET /v1/{parent}/datasets` Lists Datasets in a Location.
`patch`	`PATCH /v1/{dataset.name}` Updates a Dataset.
`searchDataItems`	`GET /v1/{dataset}:searchDataItems` Searches DataItems in a Dataset.

REST Resource:v1.projects.locations.datasets.annotationSpecs

Methods
`get`	`GET /v1/{name}` Gets an AnnotationSpec.

REST Resource:v1.projects.locations.datasets.dataItems

Methods
`list`	`GET /v1/{parent}/dataItems` Lists DataItems in a Dataset.

REST Resource:v1.projects.locations.datasets.dataItems.annotations

Methods
`list`	`GET /v1/{parent}/annotations` Lists Annotations belongs to a dataitem.

REST Resource:v1.projects.locations.datasets.datasetVersions

Methods
`create`	`POST /v1/{parent}/datasetVersions` Create a version from a Dataset.
`delete`	`DELETE /v1/{name}` Deletes a Dataset version.
`get`	`GET /v1/{name}` Gets a Dataset version.
`list`	`GET /v1/{parent}/datasetVersions` Lists DatasetVersions in a Dataset.
`patch`	`PATCH /v1/{datasetVersion.name}` Updates a DatasetVersion.
`restore`	`GET /v1/{name}:restore` Restores a dataset version.

REST Resource:v1.projects.locations.datasets.savedQueries

Methods
`delete`	`DELETE /v1/{name}` Deletes a SavedQuery.
`list`	`GET /v1/{parent}/savedQueries` Lists SavedQueries in a Dataset.

REST Resource:v1.projects.locations.deploymentResourcePools

Methods
`create`	`POST /v1/{parent}/deploymentResourcePools` Create a DeploymentResourcePool.
`delete`	`DELETE /v1/{name}` Delete a DeploymentResourcePool.
`get`	`GET /v1/{name}` Get a DeploymentResourcePool.
`list`	`GET /v1/{parent}/deploymentResourcePools` List DeploymentResourcePools in a location.
`patch`	`PATCH /v1/{deploymentResourcePool.name}` Update a DeploymentResourcePool.
`queryDeployedModels`	`GET /v1/{deploymentResourcePool}:queryDeployedModels` List DeployedModels that have been deployed on this DeploymentResourcePool.

REST Resource:v1.projects.locations.endpoints

Methods
`create`	`POST /v1/{parent}/endpoints` Creates an Endpoint.
`delete`	`DELETE /v1/{name}` Deletes an Endpoint.
`deployModel`	`POST /v1/{endpoint}:deployModel` Deploys a Model into this Endpoint, creating a DeployedModel within it.
`directPredict`	`POST /v1/{endpoint}:directPredict` Perform an unary online prediction request to a gRPC model server for Vertex first-party products and frameworks.
`directRawPredict`	`POST /v1/{endpoint}:directRawPredict` Perform an unary online prediction request to a gRPC model server for custom containers.
`explain`	`POST /v1/{endpoint}:explain` Perform an online explanation.
`get`	`GET /v1/{name}` Gets an Endpoint.
`list`	`GET /v1/{parent}/endpoints` Lists Endpoints in a Location.
`mutateDeployedModel`	`POST /v1/{endpoint}:mutateDeployedModel` Updates an existing deployed model.
`patch`	`PATCH /v1/{endpoint.name}` Updates an Endpoint.
`predict`	`POST /v1/{endpoint}:predict` Perform an online prediction.
`predictLongRunning`	`POST /v1/{endpoint}:predictLongRunning`
`rawPredict`	`POST /v1/{endpoint}:rawPredict` Perform an online prediction with an arbitrary HTTP payload.
`serverStreamingPredict`	`POST /v1/{endpoint}:serverStreamingPredict` Perform a server-side streaming online prediction request for Vertex LLM streaming.
`streamRawPredict`	`POST /v1/{endpoint}:streamRawPredict` Perform a streaming online prediction with an arbitrary HTTP payload.
`undeployModel`	`POST /v1/{endpoint}:undeployModel` Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.
`update`	`POST /v1/{endpoint.name}:update` Updates an Endpoint with a long running operation.

REST Resource:v1.projects.locations.featureGroups

Methods
`create`	`POST /v1/{parent}/featureGroups` Creates a new FeatureGroup in a given project and location.
`delete`	`DELETE /v1/{name}` Deletes a single FeatureGroup.
`get`	`GET /v1/{name}` Gets details of a single FeatureGroup.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1/{parent}/featureGroups` Lists FeatureGroups in a given project and location.
`patch`	`PATCH /v1/{featureGroup.name}` Updates the parameters of a single FeatureGroup.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1.projects.locations.featureGroups.features

Methods
`batchCreate`	`POST /v1/{parent}/features:batchCreate` Creates a batch of Features in a given FeatureGroup.
`create`	`POST /v1/{parent}/features` Creates a new Feature in a given FeatureGroup.
`delete`	`DELETE /v1/{name}` Deletes a single Feature.
`get`	`GET /v1/{name}` Gets details of a single Feature.
`list`	`GET /v1/{parent}/features` Lists Features in a given FeatureGroup.
`patch`	`PATCH /v1/{feature.name}` Updates the parameters of a single Feature.

REST Resource:v1.projects.locations.featureOnlineStores

Methods
`create`	`POST /v1/{parent}/featureOnlineStores` Creates a new FeatureOnlineStore in a given project and location.
`delete`	`DELETE /v1/{name}` Deletes a single FeatureOnlineStore.
`get`	`GET /v1/{name}` Gets details of a single FeatureOnlineStore.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1/{parent}/featureOnlineStores` Lists FeatureOnlineStores in a given project and location.
`patch`	`PATCH /v1/{featureOnlineStore.name}` Updates the parameters of a single FeatureOnlineStore.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1.projects.locations.featureOnlineStores.featureViews

Methods
`create`	`POST /v1/{parent}/featureViews` Creates a new FeatureView in a given FeatureOnlineStore.
`delete`	`DELETE /v1/{name}` Deletes a single FeatureView.
`directWrite`	`POST /v1/{featureView}:directWrite` Bidirectional streaming RPC to directly write to feature values in a feature view.
`fetchFeatureValues`	`POST /v1/{featureView}:fetchFeatureValues` Fetch feature values under a FeatureView.
`generateFetchAccessToken`	`POST /v1/{featureView}:generateFetchAccessToken` RPC to generate an access token for the given feature view.
`get`	`GET /v1/{name}` Gets details of a single FeatureView.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1/{parent}/featureViews` Lists FeatureViews in a given FeatureOnlineStore.
`patch`	`PATCH /v1/{featureView.name}` Updates the parameters of a single FeatureView.
`searchNearestEntities`	`POST /v1/{featureView}:searchNearestEntities` Search the nearest entities under a FeatureView.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`sync`	`POST /v1/{featureView}:sync` Triggers on-demand sync for the FeatureView.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1.projects.locations.featureOnlineStores.featureViews.featureViewSyncs

Methods
`get`	`GET /v1/{name}` Gets details of a single FeatureViewSync.
`list`	`GET /v1/{parent}/featureViewSyncs` Lists FeatureViewSyncs in a given FeatureView.

REST Resource:v1.projects.locations.featurestores

Methods
`batchReadFeatureValues`	`POST /v1/{featurestore}:batchReadFeatureValues` Batch reads Feature values from a Featurestore.
`create`	`POST /v1/{parent}/featurestores` Creates a new Featurestore in a given project and location.
`delete`	`DELETE /v1/{name}` Deletes a single Featurestore.
`get`	`GET /v1/{name}` Gets details of a single Featurestore.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1/{parent}/featurestores` Lists Featurestores in a given project and location.
`patch`	`PATCH /v1/{featurestore.name}` Updates the parameters of a single Featurestore.
`searchFeatures`	`GET /v1/{location}/featurestores:searchFeatures` Searches Features matching a query in a given project.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1.projects.locations.featurestores.entityTypes

Methods
`create`	`POST /v1/{parent}/entityTypes` Creates a new EntityType in a given Featurestore.
`delete`	`DELETE /v1/{name}` Deletes a single EntityType.
`deleteFeatureValues`	`POST /v1/{entityType}:deleteFeatureValues` Delete Feature values from Featurestore.
`exportFeatureValues`	`POST /v1/{entityType}:exportFeatureValues` Exports Feature values from all the entities of a target EntityType.
`get`	`GET /v1/{name}` Gets details of a single EntityType.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`importFeatureValues`	`POST /v1/{entityType}:importFeatureValues` Imports Feature values into the Featurestore from a source storage.
`list`	`GET /v1/{parent}/entityTypes` Lists EntityTypes in a given Featurestore.
`patch`	`PATCH /v1/{entityType.name}` Updates the parameters of a single EntityType.
`readFeatureValues`	`POST /v1/{entityType}:readFeatureValues` Reads Feature values of a specific entity of an EntityType.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`streamingReadFeatureValues`	`POST /v1/{entityType}:streamingReadFeatureValues` Reads Feature values for multiple entities.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.
`writeFeatureValues`	`POST /v1/{entityType}:writeFeatureValues` Writes Feature values of one or more entities of an EntityType.

REST Resource:v1.projects.locations.featurestores.entityTypes.features

Methods
`batchCreate`	`POST /v1/{parent}/features:batchCreate` Creates a batch of Features in a given EntityType.
`create`	`POST /v1/{parent}/features` Creates a new Feature in a given EntityType.
`delete`	`DELETE /v1/{name}` Deletes a single Feature.
`get`	`GET /v1/{name}` Gets details of a single Feature.
`list`	`GET /v1/{parent}/features` Lists Features in a given EntityType.
`patch`	`PATCH /v1/{feature.name}` Updates the parameters of a single Feature.

REST Resource:v1.projects.locations.hyperparameterTuningJobs

Methods
`cancel`	`POST /v1/{name}:cancel` Cancels a HyperparameterTuningJob.
`create`	`POST /v1/{parent}/hyperparameterTuningJobs` Creates a HyperparameterTuningJob
`delete`	`DELETE /v1/{name}` Deletes a HyperparameterTuningJob.
`get`	`GET /v1/{name}` Gets a HyperparameterTuningJob
`list`	`GET /v1/{parent}/hyperparameterTuningJobs` Lists HyperparameterTuningJobs in a Location.

REST Resource:v1.projects.locations.indexEndpoints

Methods
`create`	`POST /v1/{parent}/indexEndpoints` Creates an IndexEndpoint.
`delete`	`DELETE /v1/{name}` Deletes an IndexEndpoint.
`deployIndex`	`POST /v1/{indexEndpoint}:deployIndex` Deploys an Index into this IndexEndpoint, creating a DeployedIndex within it.
`get`	`GET /v1/{name}` Gets an IndexEndpoint.
`list`	`GET /v1/{parent}/indexEndpoints` Lists IndexEndpoints in a Location.
`mutateDeployedIndex`	`POST /v1/{indexEndpoint}:mutateDeployedIndex` Update an existing DeployedIndex under an IndexEndpoint.
`patch`	`PATCH /v1/{indexEndpoint.name}` Updates an IndexEndpoint.
`undeployIndex`	`POST /v1/{indexEndpoint}:undeployIndex` Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it's using.

REST Resource:v1.projects.locations.indexes

Methods
`create`	`POST /v1/{parent}/indexes` Creates an Index.
`delete`	`DELETE /v1/{name}` Deletes an Index.
`get`	`GET /v1/{name}` Gets an Index.
`list`	`GET /v1/{parent}/indexes` Lists Indexes in a Location.
`patch`	`PATCH /v1/{index.name}` Updates an Index.
`removeDatapoints`	`POST /v1/{index}:removeDatapoints` Remove Datapoints from an Index.
`upsertDatapoints`	`POST /v1/{index}:upsertDatapoints` Add/update Datapoints into an Index.

REST Resource:v1.projects.locations.metadataStores

Methods
`create`	`POST /v1/{parent}/metadataStores` Initializes a MetadataStore, including allocation of resources.
`delete`	`DELETE /v1/{name}` Deletes a single MetadataStore and all its child resources (Artifacts, Executions, and Contexts).
`get`	`GET /v1/{name}` Retrieves a specific MetadataStore.
`list`	`GET /v1/{parent}/metadataStores` Lists MetadataStores for a Location.

REST Resource:v1.projects.locations.metadataStores.artifacts

Methods
`create`	`POST /v1/{parent}/artifacts` Creates an Artifact associated with a MetadataStore.
`delete`	`DELETE /v1/{name}` Deletes an Artifact.
`get`	`GET /v1/{name}` Retrieves a specific Artifact.
`list`	`GET /v1/{parent}/artifacts` Lists Artifacts in the MetadataStore.
`patch`	`PATCH /v1/{artifact.name}` Updates a stored Artifact.
`purge`	`POST /v1/{parent}/artifacts:purge` Purges Artifacts.
`queryArtifactLineageSubgraph`	`GET /v1/{artifact}:queryArtifactLineageSubgraph` Retrieves lineage of an Artifact represented through Artifacts and Executions connected by Event edges and returned as a LineageSubgraph.

REST Resource:v1.projects.locations.metadataStores.contexts

Methods
`addContextArtifactsAndExecutions`	`POST /v1/{context}:addContextArtifactsAndExecutions` Adds a set of Artifacts and Executions to a Context.
`addContextChildren`	`POST /v1/{context}:addContextChildren` Adds a set of Contexts as children to a parent Context.
`create`	`POST /v1/{parent}/contexts` Creates a Context associated with a MetadataStore.
`delete`	`DELETE /v1/{name}` Deletes a stored Context.
`get`	`GET /v1/{name}` Retrieves a specific Context.
`list`	`GET /v1/{parent}/contexts` Lists Contexts on the MetadataStore.
`patch`	`PATCH /v1/{context.name}` Updates a stored Context.
`purge`	`POST /v1/{parent}/contexts:purge` Purges Contexts.
`queryContextLineageSubgraph`	`GET /v1/{context}:queryContextLineageSubgraph` Retrieves Artifacts and Executions within the specified Context, connected by Event edges and returned as a LineageSubgraph.
`removeContextChildren`	`POST /v1/{context}:removeContextChildren` Remove a set of children contexts from a parent Context.

REST Resource:v1.projects.locations.metadataStores.executions

Methods
`addExecutionEvents`	`POST /v1/{execution}:addExecutionEvents` Adds Events to the specified Execution.
`create`	`POST /v1/{parent}/executions` Creates an Execution associated with a MetadataStore.
`delete`	`DELETE /v1/{name}` Deletes an Execution.
`get`	`GET /v1/{name}` Retrieves a specific Execution.
`list`	`GET /v1/{parent}/executions` Lists Executions in the MetadataStore.
`patch`	`PATCH /v1/{execution.name}` Updates a stored Execution.
`purge`	`POST /v1/{parent}/executions:purge` Purges Executions.
`queryExecutionInputsAndOutputs`	`GET /v1/{execution}:queryExecutionInputsAndOutputs` Obtains the set of input and output Artifacts for this Execution, in the form of LineageSubgraph that also contains the Execution and connecting Events.

REST Resource:v1.projects.locations.metadataStores.metadataSchemas

Methods
`create`	`POST /v1/{parent}/metadataSchemas` Creates a MetadataSchema.
`get`	`GET /v1/{name}` Retrieves a specific MetadataSchema.
`list`	`GET /v1/{parent}/metadataSchemas` Lists MetadataSchemas.

REST Resource:v1.projects.locations.migratableResources

Methods
`batchMigrate`	`POST /v1/{parent}/migratableResources:batchMigrate` Batch migrates resources from ml.googleapis.com, automl.googleapis.com, and datalabeling.googleapis.com to Vertex AI.
`search`	`POST /v1/{parent}/migratableResources:search` Searches all of the resources in automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com that can be migrated to Vertex AI's given location.

REST Resource:v1.projects.locations.modelDeploymentMonitoringJobs

Methods
`create`	`POST /v1/{parent}/modelDeploymentMonitoringJobs` Creates a ModelDeploymentMonitoringJob.
`delete`	`DELETE /v1/{name}` Deletes a ModelDeploymentMonitoringJob.
`get`	`GET /v1/{name}` Gets a ModelDeploymentMonitoringJob.
`list`	`GET /v1/{parent}/modelDeploymentMonitoringJobs` Lists ModelDeploymentMonitoringJobs in a Location.
`patch`	`PATCH /v1/{modelDeploymentMonitoringJob.name}` Updates a ModelDeploymentMonitoringJob.
`pause`	`POST /v1/{name}:pause` Pauses a ModelDeploymentMonitoringJob.
`resume`	`POST /v1/{name}:resume` Resumes a paused ModelDeploymentMonitoringJob.
`searchModelDeploymentMonitoringStatsAnomalies`	`POST /v1/{modelDeploymentMonitoringJob}:searchModelDeploymentMonitoringStatsAnomalies` Searches Model Monitoring Statistics generated within a given time window.

REST Resource:v1.projects.locations.models

Methods
`copy`	`POST /v1/{parent}/models:copy` Copies an already existing Vertex AI Model into the specified Location.
`delete`	`DELETE /v1/{name}` Deletes a Model.
`deleteVersion`	`DELETE /v1/{name}:deleteVersion` Deletes a Model version.
`export`	`POST /v1/{name}:export` Exports a trained, exportable Model to a location specified by the user.
`get`	`GET /v1/{name}` Gets a Model.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1/{parent}/models` Lists Models in a Location.
`listCheckpoints`	`GET /v1/{name}:listCheckpoints` Lists checkpoints of the specified model version.
`listVersions`	`GET /v1/{name}:listVersions` Lists versions of the specified model.
`mergeVersionAliases`	`POST /v1/{name}:mergeVersionAliases` Merges a set of aliases for a Model version.
`patch`	`PATCH /v1/{model.name}` Updates a Model.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.
`updateExplanationDataset`	`POST /v1/{model}:updateExplanationDataset` Incrementally update the dataset used for an examples model.
`upload`	`POST /v1/{parent}/models:upload` Uploads a Model artifact into Vertex AI.

REST Resource:v1.projects.locations.models.evaluations

Methods
`get`	`GET /v1/{name}` Gets a ModelEvaluation.
`import`	`POST /v1/{parent}/evaluations:import` Imports an externally generated ModelEvaluation.
`list`	`GET /v1/{parent}/evaluations` Lists ModelEvaluations in a Model.

REST Resource:v1.projects.locations.models.evaluations.slices

Methods
`batchImport`	`POST /v1/{parent}:batchImport` Imports a list of externally generated EvaluatedAnnotations.
`get`	`GET /v1/{name}` Gets a ModelEvaluationSlice.
`list`	`GET /v1/{parent}/slices` Lists ModelEvaluationSlices in a ModelEvaluation.

REST Resource:v1.projects.locations.nasJobs

Methods
`cancel`	`POST /v1/{name}:cancel` Cancels a NasJob.
`create`	`POST /v1/{parent}/nasJobs` Creates a NasJob
`delete`	`DELETE /v1/{name}` Deletes a NasJob.
`get`	`GET /v1/{name}` Gets a NasJob
`list`	`GET /v1/{parent}/nasJobs` Lists NasJobs in a Location.

REST Resource:v1.projects.locations.nasJobs.nasTrialDetails

Methods
`get`	`GET /v1/{name}` Gets a NasTrialDetail.
`list`	`GET /v1/{parent}/nasTrialDetails` List top NasTrialDetails of a NasJob.

REST Resource:v1.projects.locations.notebookExecutionJobs

Methods
`create`	`POST /v1/{parent}/notebookExecutionJobs` Creates a NotebookExecutionJob.
`delete`	`DELETE /v1/{name}` Deletes a NotebookExecutionJob.
`get`	`GET /v1/{name}` Gets a NotebookExecutionJob.
`list`	`GET /v1/{parent}/notebookExecutionJobs` Lists NotebookExecutionJobs in a Location.

REST Resource:v1.projects.locations.notebookRuntimeTemplates

Methods
`create`	`POST /v1/{parent}/notebookRuntimeTemplates` Creates a NotebookRuntimeTemplate.
`delete`	`DELETE /v1/{name}` Deletes a NotebookRuntimeTemplate.
`get`	`GET /v1/{name}` Gets a NotebookRuntimeTemplate.
`getIamPolicy`	`POST /v1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1/{parent}/notebookRuntimeTemplates` Lists NotebookRuntimeTemplates in a Location.
`patch`	`PATCH /v1/{notebookRuntimeTemplate.name}` Updates a NotebookRuntimeTemplate.
`setIamPolicy`	`POST /v1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1.projects.locations.notebookRuntimes

Methods
`assign`	`POST /v1/{parent}/notebookRuntimes:assign` Assigns a NotebookRuntime to a user for a particular Notebook file.
`delete`	`DELETE /v1/{name}` Deletes a NotebookRuntime.
`get`	`GET /v1/{name}` Gets a NotebookRuntime.
`list`	`GET /v1/{parent}/notebookRuntimes` Lists NotebookRuntimes in a Location.
`start`	`POST /v1/{name}:start` Starts a NotebookRuntime.
`stop`	`POST /v1/{name}:stop` Stops a NotebookRuntime.
`upgrade`	`POST /v1/{name}:upgrade` Upgrades a NotebookRuntime.

REST Resource:v1.projects.locations.operations

Methods
`cancel`	`POST /v1/{name}:cancel` Starts asynchronous cancellation on a long-running operation.
`delete`	`DELETE /v1/{name}` Deletes a long-running operation.
`get`	`GET /v1/{name}` Gets the latest state of a long-running operation.
`list`	`GET /v1/{name}/operations` Lists operations that match the specified filter in the request.
`wait`	`POST /v1/{name}:wait` Waits until the specified long-running operation is done or reaches at most a specified timeout, returning the latest state.

REST Resource:v1.projects.locations.persistentResources

Methods
`create`	`POST /v1/{parent}/persistentResources` Creates a PersistentResource.
`delete`	`DELETE /v1/{name}` Deletes a PersistentResource.
`get`	`GET /v1/{name}` Gets a PersistentResource.
`list`	`GET /v1/{parent}/persistentResources` Lists PersistentResources in a Location.
`patch`	`PATCH /v1/{persistentResource.name}` Updates a PersistentResource.
`reboot`	`POST /v1/{name}:reboot` Reboots a PersistentResource.

REST Resource:v1.projects.locations.pipelineJobs

Methods
`batchCancel`	`POST /v1/{parent}/pipelineJobs:batchCancel` Batch cancel PipelineJobs.
`batchDelete`	`POST /v1/{parent}/pipelineJobs:batchDelete` Batch deletes PipelineJobs The Operation is atomic.
`cancel`	`POST /v1/{name}:cancel` Cancels a PipelineJob.
`create`	`POST /v1/{parent}/pipelineJobs` Creates a PipelineJob.
`delete`	`DELETE /v1/{name}` Deletes a PipelineJob.
`get`	`GET /v1/{name}` Gets a PipelineJob.
`list`	`GET /v1/{parent}/pipelineJobs` Lists PipelineJobs in a Location.

REST Resource:v1.projects.locations.publishers.models

Methods
`embedContent`	`POST /v1/{model}:embedContent` Embed content with multimodal inputs.
`predict`	`POST /v1/{endpoint}:predict` Perform an online prediction.
`predictLongRunning`	`POST /v1/{endpoint}:predictLongRunning`
`rawPredict`	`POST /v1/{endpoint}:rawPredict` Perform an online prediction with an arbitrary HTTP payload.
`serverStreamingPredict`	`POST /v1/{endpoint}:serverStreamingPredict` Perform a server-side streaming online prediction request for Vertex LLM streaming.
`streamRawPredict`	`POST /v1/{endpoint}:streamRawPredict` Perform a streaming online prediction with an arbitrary HTTP payload.

REST Resource:v1.projects.locations.ragCorpora

Methods
`create`	`POST /v1/{parent}/ragCorpora` Creates a RagCorpus.
`delete`	`DELETE /v1/{name}` Deletes a RagCorpus.
`get`	`GET /v1/{name}` Gets a RagCorpus.
`list`	`GET /v1/{parent}/ragCorpora` Lists RagCorpora in a Location.
`patch`	`PATCH /v1/{ragCorpus.name}` Updates a RagCorpus.

REST Resource:v1.projects.locations.ragCorpora.ragFiles

Methods
`delete`	`DELETE /v1/{name}` Deletes a RagFile.
`get`	`GET /v1/{name}` Gets a RagFile.
`import`	`POST /v1/{parent}/ragFiles:import` Import files from Google Cloud Storage or Google Drive into a RagCorpus.
`list`	`GET /v1/{parent}/ragFiles` Lists RagFiles in a RagCorpus.

REST Resource:v1.projects.locations.reasoningEngines

Methods
`create`	`POST /v1/{parent}/reasoningEngines` Creates a reasoning engine.
`delete`	`DELETE /v1/{name}` Deletes a reasoning engine.
`get`	`GET /v1/{name}` Gets a reasoning engine.
`list`	`GET /v1/{parent}/reasoningEngines` Lists reasoning engines in a location.
`patch`	`PATCH /v1/{reasoningEngine.name}` Updates a reasoning engine.
`query`	`POST /v1/{name}:query` Queries using a reasoning engine.
`streamQuery`	`POST /v1/{name}:streamQuery` Streams queries using a reasoning engine.

REST Resource:v1.projects.locations.schedules

Methods
`create`	`POST /v1/{parent}/schedules` Creates a Schedule.
`delete`	`DELETE /v1/{name}` Deletes a Schedule.
`get`	`GET /v1/{name}` Gets a Schedule.
`list`	`GET /v1/{parent}/schedules` Lists Schedules in a Location.
`patch`	`PATCH /v1/{schedule.name}` Updates an active or paused Schedule.
`pause`	`POST /v1/{name}:pause` Pauses a Schedule.
`resume`	`POST /v1/{name}:resume` Resumes a paused Schedule to start scheduling new runs.

REST Resource:v1.projects.locations.specialistPools

Methods
`create`	`POST /v1/{parent}/specialistPools` Creates a SpecialistPool.
`delete`	`DELETE /v1/{name}` Deletes a SpecialistPool as well as all Specialists in the pool.
`get`	`GET /v1/{name}` Gets a SpecialistPool.
`list`	`GET /v1/{parent}/specialistPools` Lists SpecialistPools in a Location.
`patch`	`PATCH /v1/{specialistPool.name}` Updates a SpecialistPool.

REST Resource:v1.projects.locations.studies

Methods
`create`	`POST /v1/{parent}/studies` Creates a Study.
`delete`	`DELETE /v1/{name}` Deletes a Study.
`get`	`GET /v1/{name}` Gets a Study by name.
`list`	`GET /v1/{parent}/studies` Lists all the studies in a region for an associated project.
`lookup`	`POST /v1/{parent}/studies:lookup` Looks a study up using the user-defined display_name field instead of the fully qualified resource name.

REST Resource:v1.projects.locations.studies.trials

Methods
`addTrialMeasurement`	`POST /v1/{trialName}:addTrialMeasurement` Adds a measurement of the objective metrics to a Trial.
`checkTrialEarlyStoppingState`	`POST /v1/{trialName}:checkTrialEarlyStoppingState` Checks whether a Trial should stop or not.
`complete`	`POST /v1/{name}:complete` Marks a Trial as complete.
`create`	`POST /v1/{parent}/trials` Adds a user provided Trial to a Study.
`delete`	`DELETE /v1/{name}` Deletes a Trial.
`get`	`GET /v1/{name}` Gets a Trial.
`list`	`GET /v1/{parent}/trials` Lists the Trials associated with a Study.
`listOptimalTrials`	`POST /v1/{parent}/trials:listOptimalTrials` Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study.
`stop`	`POST /v1/{name}:stop` Stops a Trial.
`suggest`	`POST /v1/{parent}/trials:suggest` Adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier.

REST Resource:v1.projects.locations.tensorboards

Methods
`batchRead`	`GET /v1/{tensorboard}:batchRead` Reads multiple TensorboardTimeSeries' data.
`create`	`POST /v1/{parent}/tensorboards` Creates a Tensorboard.
`delete`	`DELETE /v1/{name}` Deletes a Tensorboard.
`get`	`GET /v1/{name}` Gets a Tensorboard.
`list`	`GET /v1/{parent}/tensorboards` Lists Tensorboards in a Location.
`patch`	`PATCH /v1/{tensorboard.name}` Updates a Tensorboard.
`readSize`	`GET /v1/{tensorboard}:readSize` Returns the storage size for a given TensorBoard instance.
`readUsage`	`GET /v1/{tensorboard}:readUsage` Returns a list of monthly active users for a given TensorBoard instance.

REST Resource:v1.projects.locations.tensorboards.experiments

Methods
`batchCreate`	`POST /v1/{parent}:batchCreate` Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.
`create`	`POST /v1/{parent}/experiments` Creates a TensorboardExperiment.
`delete`	`DELETE /v1/{name}` Deletes a TensorboardExperiment.
`get`	`GET /v1/{name}` Gets a TensorboardExperiment.
`list`	`GET /v1/{parent}/experiments` Lists TensorboardExperiments in a Location.
`patch`	`PATCH /v1/{tensorboardExperiment.name}` Updates a TensorboardExperiment.
`write`	`POST /v1/{tensorboardExperiment}:write` Write time series data points of multiple TensorboardTimeSeries in multiple TensorboardRun's.

REST Resource:v1.projects.locations.tensorboards.experiments.runs

Methods
`batchCreate`	`POST /v1/{parent}/runs:batchCreate` Batch create TensorboardRuns.
`create`	`POST /v1/{parent}/runs` Creates a TensorboardRun.
`delete`	`DELETE /v1/{name}` Deletes a TensorboardRun.
`get`	`GET /v1/{name}` Gets a TensorboardRun.
`list`	`GET /v1/{parent}/runs` Lists TensorboardRuns in a Location.
`patch`	`PATCH /v1/{tensorboardRun.name}` Updates a TensorboardRun.
`write`	`POST /v1/{tensorboardRun}:write` Write time series data points into multiple TensorboardTimeSeries under a TensorboardRun.

REST Resource:v1.projects.locations.tensorboards.experiments.runs.timeSeries

Methods
`create`	`POST /v1/{parent}/timeSeries` Creates a TensorboardTimeSeries.
`delete`	`DELETE /v1/{name}` Deletes a TensorboardTimeSeries.
`exportTensorboardTimeSeries`	`POST /v1/{tensorboardTimeSeries}:exportTensorboardTimeSeries` Exports a TensorboardTimeSeries' data.
`get`	`GET /v1/{name}` Gets a TensorboardTimeSeries.
`list`	`GET /v1/{parent}/timeSeries` Lists TensorboardTimeSeries in a Location.
`patch`	`PATCH /v1/{tensorboardTimeSeries.name}` Updates a TensorboardTimeSeries.
`read`	`GET /v1/{tensorboardTimeSeries}:read` Reads a TensorboardTimeSeries' data.
`readBlobData`	`GET /v1/{timeSeries}:readBlobData` Gets bytes of TensorboardBlobs.

REST Resource:v1.projects.locations.trainingPipelines

Methods
`cancel`	`POST /v1/{name}:cancel` Cancels a TrainingPipeline.
`create`	`POST /v1/{parent}/trainingPipelines` Creates a TrainingPipeline.
`delete`	`DELETE /v1/{name}` Deletes a TrainingPipeline.
`get`	`GET /v1/{name}` Gets a TrainingPipeline.
`list`	`GET /v1/{parent}/trainingPipelines` Lists TrainingPipelines in a Location.

REST Resource:v1.projects.locations.tuningJobs

Methods
`cancel`	`POST /v1/{name}:cancel` Cancels a TuningJob.
`create`	`POST /v1/{parent}/tuningJobs` Creates a TuningJob.
`get`	`GET /v1/{name}` Gets a TuningJob.
`list`	`GET /v1/{parent}/tuningJobs` Lists TuningJobs in a Location.
`rebaseTunedModel`	`POST /v1/{parent}/tuningJobs:rebaseTunedModel` Rebase a TunedModel.

REST Resource:v1.publishers.models

Methods
`get`	`GET /v1/{name}` Gets a Model Garden publisher model.

REST Resource:v1beta1.media

Methods
`upload`	`POST /v1beta1/{parent}/ragFiles:upload` `POST /upload/v1beta1/{parent}/ragFiles:upload` Upload a file into a RagCorpus.

REST Resource:v1beta1.operations

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Starts asynchronous cancellation on a long-running operation.
`delete`	`DELETE /v1beta1/{name}` Deletes a long-running operation.
`get`	`GET /v1beta1/{name}` Gets the latest state of a long-running operation.
`list`	`GET /v1beta1/operations` Lists operations that match the specified filter in the request.
`wait`	`POST /v1beta1/{name}:wait` Waits until the specified long-running operation is done or reaches at most a specified timeout, returning the latest state.

REST Resource:v1beta1.projects

Methods
`fetchPublisherModelConfig`	`GET /v1beta1/{name}:fetchPublisherModelConfig` Fetches the configs of publisher models.
`setPublisherModelConfig`	`POST /v1beta1/{name}:setPublisherModelConfig` Sets (creates or updates) configs of publisher models.

REST Resource:v1beta1.projects.locations

Methods
`augmentPrompt`	`POST /v1beta1/{parent}:augmentPrompt` Given an input prompt, it returns augmented prompt from vertex rag store to guide LLM towards generating grounded responses.
`corroborateContent`	`POST /v1beta1/{parent}:corroborateContent` Given an input text, it returns a score that evaluates the factuality of the text.
`deploy`	`POST /v1beta1/{destination}:deploy` Deploys a model to a new endpoint.
`deployPublisherModel (deprecated)`	`POST /v1beta1/{destination}:deployPublisherModel` Deploys publisher models.
`evaluateDataset`	`POST /v1beta1/{location}:evaluateDataset` Evaluates a dataset based on a set of given metrics.
`evaluateInstances`	`POST /v1beta1/{location}:evaluateInstances` Evaluates instances based on a given metric.
`getRagEngineConfig`	`GET /v1beta1/{name}` Gets a RagEngineConfig.
`recommendSpec`	`POST /v1beta1/{parent}:recommendSpec` Gets a Model's spec recommendations.
`retrieveContexts`	`POST /v1beta1/{parent}:retrieveContexts` Retrieves relevant contexts for a query.
`updateRagEngineConfig`	`PATCH /v1beta1/{ragEngineConfig.name}` Updates a RagEngineConfig.

REST Resource:v1beta1.projects.locations.batchPredictionJobs

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Cancels a BatchPredictionJob.
`create`	`POST /v1beta1/{parent}/batchPredictionJobs` Creates a BatchPredictionJob.
`delete`	`DELETE /v1beta1/{name}` Deletes a BatchPredictionJob.
`get`	`GET /v1beta1/{name}` Gets a BatchPredictionJob
`list`	`GET /v1beta1/{parent}/batchPredictionJobs` Lists BatchPredictionJobs in a Location.

REST Resource:v1beta1.projects.locations.cachedContents

Methods
`create`	`POST /v1beta1/{parent}/cachedContents` Creates cached content, this call will initialize the cached content in the data storage, and users need to pay for the cache data storage.
`delete`	`DELETE /v1beta1/{name}` Deletes cached content
`get`	`GET /v1beta1/{name}` Gets cached content configurations
`list`	`GET /v1beta1/{parent}/cachedContents` Lists cached contents in a project
`patch`	`PATCH /v1beta1/{cachedContent.name}` Updates cached content configurations

REST Resource:v1beta1.projects.locations.customJobs

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Cancels a CustomJob.
`create`	`POST /v1beta1/{parent}/customJobs` Creates a CustomJob.
`delete`	`DELETE /v1beta1/{name}` Deletes a CustomJob.
`get`	`GET /v1beta1/{name}` Gets a CustomJob.
`list`	`GET /v1beta1/{parent}/customJobs` Lists CustomJobs in a Location.

REST Resource:v1beta1.projects.locations.datasets

Methods
`assemble`	`POST /v1beta1/{name}:assemble` Assembles each row of a multimodal dataset and writes the result into a BigQuery table.
`assess`	`POST /v1beta1/{name}:assess` Assesses the state or validity of the dataset with respect to a given use case.
`create`	`POST /v1beta1/{parent}/datasets` Creates a Dataset.
`delete`	`DELETE /v1beta1/{name}` Deletes a Dataset.
`export`	`POST /v1beta1/{name}:export` Exports data from a Dataset.
`get`	`GET /v1beta1/{name}` Gets a Dataset.
`import`	`POST /v1beta1/{name}:import` Imports data into a Dataset.
`list`	`GET /v1beta1/{parent}/datasets` Lists Datasets in a Location.
`patch`	`PATCH /v1beta1/{dataset.name}` Updates a Dataset.
`searchDataItems`	`GET /v1beta1/{dataset}:searchDataItems` Searches DataItems in a Dataset.

REST Resource:v1beta1.projects.locations.datasets.annotationSpecs

Methods
`get`	`GET /v1beta1/{name}` Gets an AnnotationSpec.

REST Resource:v1beta1.projects.locations.datasets.dataItems

Methods
`list`	`GET /v1beta1/{parent}/dataItems` Lists DataItems in a Dataset.

REST Resource:v1beta1.projects.locations.datasets.dataItems.annotations

Methods
`list`	`GET /v1beta1/{parent}/annotations` Lists Annotations belongs to a dataitem.

REST Resource:v1beta1.projects.locations.datasets.datasetVersions

Methods
`create`	`POST /v1beta1/{parent}/datasetVersions` Create a version from a Dataset.
`delete`	`DELETE /v1beta1/{name}` Deletes a Dataset version.
`get`	`GET /v1beta1/{name}` Gets a Dataset version.
`list`	`GET /v1beta1/{parent}/datasetVersions` Lists DatasetVersions in a Dataset.
`patch`	`PATCH /v1beta1/{datasetVersion.name}` Updates a DatasetVersion.
`restore`	`GET /v1beta1/{name}:restore` Restores a dataset version.

REST Resource:v1beta1.projects.locations.datasets.savedQueries

Methods
`delete`	`DELETE /v1beta1/{name}` Deletes a SavedQuery.
`list`	`GET /v1beta1/{parent}/savedQueries` Lists SavedQueries in a Dataset.

REST Resource:v1beta1.projects.locations.deploymentResourcePools

Methods
`create`	`POST /v1beta1/{parent}/deploymentResourcePools` Create a DeploymentResourcePool.
`delete`	`DELETE /v1beta1/{name}` Delete a DeploymentResourcePool.
`get`	`GET /v1beta1/{name}` Get a DeploymentResourcePool.
`list`	`GET /v1beta1/{parent}/deploymentResourcePools` List DeploymentResourcePools in a location.
`patch`	`PATCH /v1beta1/{deploymentResourcePool.name}` Update a DeploymentResourcePool.
`queryDeployedModels`	`GET /v1beta1/{deploymentResourcePool}:queryDeployedModels` List DeployedModels that have been deployed on this DeploymentResourcePool.

REST Resource:v1beta1.projects.locations.endpoints

Methods
`countTokens`	`POST /v1beta1/{endpoint}:countTokens` Perform a token counting.
`create`	`POST /v1beta1/{parent}/endpoints` Creates an Endpoint.
`delete`	`DELETE /v1beta1/{name}` Deletes an Endpoint.
`deployModel`	`POST /v1beta1/{endpoint}:deployModel` Deploys a Model into this Endpoint, creating a DeployedModel within it.
`directPredict`	`POST /v1beta1/{endpoint}:directPredict` Perform an unary online prediction request to a gRPC model server for Vertex first-party products and frameworks.
`directRawPredict`	`POST /v1beta1/{endpoint}:directRawPredict` Perform an unary online prediction request to a gRPC model server for custom containers.
`explain`	`POST /v1beta1/{endpoint}:explain` Perform an online explanation.
`get`	`GET /v1beta1/{name}` Gets an Endpoint.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/endpoints` Lists Endpoints in a Location.
`mutateDeployedModel`	`POST /v1beta1/{endpoint}:mutateDeployedModel` Updates an existing deployed model.
`patch`	`PATCH /v1beta1/{endpoint.name}` Updates an Endpoint.
`predict`	`POST /v1beta1/{endpoint}:predict` Perform an online prediction.
`rawPredict`	`POST /v1beta1/{endpoint}:rawPredict` Perform an online prediction with an arbitrary HTTP payload.
`serverStreamingPredict`	`POST /v1beta1/{endpoint}:serverStreamingPredict` Perform a server-side streaming online prediction request for Vertex LLM streaming.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`streamRawPredict`	`POST /v1beta1/{endpoint}:streamRawPredict` Perform a streaming online prediction with an arbitrary HTTP payload.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.
`undeployModel`	`POST /v1beta1/{endpoint}:undeployModel` Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.
`update`	`POST /v1beta1/{endpoint.name}:update` Updates an Endpoint with a long running operation.

REST Resource:v1beta1.projects.locations.endpoints.chat

Methods
`completions`	`POST /v1beta1/{endpoint}/chat/completions` Exposes an OpenAI-compatible endpoint for chat completions.

REST Resource:v1beta1.projects.locations.exampleStores

Methods
`create`	`POST /v1beta1/{parent}/exampleStores` Create an ExampleStore.
`delete`	`DELETE /v1beta1/{name}` Delete an ExampleStore.
`fetchExamples`	`POST /v1beta1/{exampleStore}:fetchExamples` Get Examples from the Example Store.
`get`	`GET /v1beta1/{name}` Get an ExampleStore.
`list`	`GET /v1beta1/{parent}/exampleStores` List ExampleStores in a Location.
`patch`	`PATCH /v1beta1/{exampleStore.name}` Update an ExampleStore.
`removeExamples`	`POST /v1beta1/{exampleStore}:removeExamples` Remove Examples from the Example Store.
`searchExamples`	`POST /v1beta1/{exampleStore}:searchExamples` Search for similar Examples for given selection criteria.
`upsertExamples`	`POST /v1beta1/{exampleStore}:upsertExamples` Create or update Examples in the Example Store.

REST Resource:v1beta1.projects.locations.extensions

Methods
`delete`	`DELETE /v1beta1/{name}` Deletes an Extension.
`execute`	`POST /v1beta1/{name}:execute` Executes the request against a given extension.
`get`	`GET /v1beta1/{name}` Gets an Extension.
`import`	`POST /v1beta1/{parent}/extensions:import` Imports an Extension.
`list`	`GET /v1beta1/{parent}/extensions` Lists Extensions in a location.
`patch`	`PATCH /v1beta1/{extension.name}` Updates an Extension.
`query`	`POST /v1beta1/{name}:query` Queries an extension with a default controller.

REST Resource:v1beta1.projects.locations.featureGroups

Methods
`create`	`POST /v1beta1/{parent}/featureGroups` Creates a new FeatureGroup in a given project and location.
`delete`	`DELETE /v1beta1/{name}` Deletes a single FeatureGroup.
`get`	`GET /v1beta1/{name}` Gets details of a single FeatureGroup.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/featureGroups` Lists FeatureGroups in a given project and location.
`patch`	`PATCH /v1beta1/{featureGroup.name}` Updates the parameters of a single FeatureGroup.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1beta1.projects.locations.featureGroups.featureMonitors

Methods
`create`	`POST /v1beta1/{parent}/featureMonitors` Creates a new FeatureMonitor in a given project, location and FeatureGroup.
`delete`	`DELETE /v1beta1/{name}` Deletes a single FeatureMonitor.
`get`	`GET /v1beta1/{name}` Gets details of a single FeatureMonitor.
`list`	`GET /v1beta1/{parent}/featureMonitors` Lists FeatureGroups in a given project and location.
`patch`	`PATCH /v1beta1/{featureMonitor.name}` Updates the parameters of a single FeatureMonitor.

REST Resource:v1beta1.projects.locations.featureGroups.featureMonitors.featureMonitorJobs

Methods
`create`	`POST /v1beta1/{parent}/featureMonitorJobs` Creates a new feature monitor job.
`get`	`GET /v1beta1/{name}` Get a feature monitor job.
`list`	`GET /v1beta1/{parent}/featureMonitorJobs` List feature monitor jobs.

REST Resource:v1beta1.projects.locations.featureGroups.features

Methods
`batchCreate`	`POST /v1beta1/{parent}/features:batchCreate` Creates a batch of Features in a given FeatureGroup.
`create`	`POST /v1beta1/{parent}/features` Creates a new Feature in a given FeatureGroup.
`delete`	`DELETE /v1beta1/{name}` Deletes a single Feature.
`get`	`GET /v1beta1/{name}` Gets details of a single Feature.
`list`	`GET /v1beta1/{parent}/features` Lists Features in a given FeatureGroup.
`patch`	`PATCH /v1beta1/{feature.name}` Updates the parameters of a single Feature.

REST Resource:v1beta1.projects.locations.featureOnlineStores

Methods
`create`	`POST /v1beta1/{parent}/featureOnlineStores` Creates a new FeatureOnlineStore in a given project and location.
`delete`	`DELETE /v1beta1/{name}` Deletes a single FeatureOnlineStore.
`get`	`GET /v1beta1/{name}` Gets details of a single FeatureOnlineStore.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/featureOnlineStores` Lists FeatureOnlineStores in a given project and location.
`patch`	`PATCH /v1beta1/{featureOnlineStore.name}` Updates the parameters of a single FeatureOnlineStore.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1beta1.projects.locations.featureOnlineStores.featureViews

Methods
`create`	`POST /v1beta1/{parent}/featureViews` Creates a new FeatureView in a given FeatureOnlineStore.
`delete`	`DELETE /v1beta1/{name}` Deletes a single FeatureView.
`directWrite`	`POST /v1beta1/{featureView}:directWrite` Bidirectional streaming RPC to directly write to feature values in a feature view.
`fetchFeatureValues`	`POST /v1beta1/{featureView}:fetchFeatureValues` Fetch feature values under a FeatureView.
`generateFetchAccessToken`	`POST /v1beta1/{featureView}:generateFetchAccessToken` RPC to generate an access token for the given feature view.
`get`	`GET /v1beta1/{name}` Gets details of a single FeatureView.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/featureViews` Lists FeatureViews in a given FeatureOnlineStore.
`patch`	`PATCH /v1beta1/{featureView.name}` Updates the parameters of a single FeatureView.
`searchNearestEntities`	`POST /v1beta1/{featureView}:searchNearestEntities` Search the nearest entities under a FeatureView.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`streamingFetchFeatureValues`	`POST /v1beta1/{featureView}:streamingFetchFeatureValues` Bidirectional streaming RPC to fetch feature values under a FeatureView.
`sync`	`POST /v1beta1/{featureView}:sync` Triggers on-demand sync for the FeatureView.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1beta1.projects.locations.featureOnlineStores.featureViews.featureViewSyncs

Methods
`get`	`GET /v1beta1/{name}` Gets details of a single FeatureViewSync.
`list`	`GET /v1beta1/{parent}/featureViewSyncs` Lists FeatureViewSyncs in a given FeatureView.

REST Resource:v1beta1.projects.locations.featurestores

Methods
`batchReadFeatureValues`	`POST /v1beta1/{featurestore}:batchReadFeatureValues` Batch reads Feature values from a Featurestore.
`create`	`POST /v1beta1/{parent}/featurestores` Creates a new Featurestore in a given project and location.
`delete`	`DELETE /v1beta1/{name}` Deletes a single Featurestore.
`get`	`GET /v1beta1/{name}` Gets details of a single Featurestore.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/featurestores` Lists Featurestores in a given project and location.
`patch`	`PATCH /v1beta1/{featurestore.name}` Updates the parameters of a single Featurestore.
`searchFeatures`	`GET /v1beta1/{location}/featurestores:searchFeatures` Searches Features matching a query in a given project.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1beta1.projects.locations.featurestores.entityTypes

Methods
`create`	`POST /v1beta1/{parent}/entityTypes` Creates a new EntityType in a given Featurestore.
`delete`	`DELETE /v1beta1/{name}` Deletes a single EntityType.
`deleteFeatureValues`	`POST /v1beta1/{entityType}:deleteFeatureValues` Delete Feature values from Featurestore.
`exportFeatureValues`	`POST /v1beta1/{entityType}:exportFeatureValues` Exports Feature values from all the entities of a target EntityType.
`get`	`GET /v1beta1/{name}` Gets details of a single EntityType.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`importFeatureValues`	`POST /v1beta1/{entityType}:importFeatureValues` Imports Feature values into the Featurestore from a source storage.
`list`	`GET /v1beta1/{parent}/entityTypes` Lists EntityTypes in a given Featurestore.
`patch`	`PATCH /v1beta1/{entityType.name}` Updates the parameters of a single EntityType.
`readFeatureValues`	`POST /v1beta1/{entityType}:readFeatureValues` Reads Feature values of a specific entity of an EntityType.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`streamingReadFeatureValues`	`POST /v1beta1/{entityType}:streamingReadFeatureValues` Reads Feature values for multiple entities.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.
`writeFeatureValues`	`POST /v1beta1/{entityType}:writeFeatureValues` Writes Feature values of one or more entities of an EntityType.

REST Resource:v1beta1.projects.locations.featurestores.entityTypes.features

Methods
`batchCreate`	`POST /v1beta1/{parent}/features:batchCreate` Creates a batch of Features in a given EntityType.
`create`	`POST /v1beta1/{parent}/features` Creates a new Feature in a given EntityType.
`delete`	`DELETE /v1beta1/{name}` Deletes a single Feature.
`get`	`GET /v1beta1/{name}` Gets details of a single Feature.
`list`	`GET /v1beta1/{parent}/features` Lists Features in a given EntityType.
`patch`	`PATCH /v1beta1/{feature.name}` Updates the parameters of a single Feature.

REST Resource:v1beta1.projects.locations.hyperparameterTuningJobs

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Cancels a HyperparameterTuningJob.
`create`	`POST /v1beta1/{parent}/hyperparameterTuningJobs` Creates a HyperparameterTuningJob
`delete`	`DELETE /v1beta1/{name}` Deletes a HyperparameterTuningJob.
`get`	`GET /v1beta1/{name}` Gets a HyperparameterTuningJob
`list`	`GET /v1beta1/{parent}/hyperparameterTuningJobs` Lists HyperparameterTuningJobs in a Location.

REST Resource:v1beta1.projects.locations.indexEndpoints

Methods
`create`	`POST /v1beta1/{parent}/indexEndpoints` Creates an IndexEndpoint.
`delete`	`DELETE /v1beta1/{name}` Deletes an IndexEndpoint.
`deployIndex`	`POST /v1beta1/{indexEndpoint}:deployIndex` Deploys an Index into this IndexEndpoint, creating a DeployedIndex within it.
`get`	`GET /v1beta1/{name}` Gets an IndexEndpoint.
`list`	`GET /v1beta1/{parent}/indexEndpoints` Lists IndexEndpoints in a Location.
`mutateDeployedIndex`	`POST /v1beta1/{indexEndpoint}:mutateDeployedIndex` Update an existing DeployedIndex under an IndexEndpoint.
`patch`	`PATCH /v1beta1/{indexEndpoint.name}` Updates an IndexEndpoint.
`undeployIndex`	`POST /v1beta1/{indexEndpoint}:undeployIndex` Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it's using.

REST Resource:v1beta1.projects.locations.indexes

Methods
`create`	`POST /v1beta1/{parent}/indexes` Creates an Index.
`delete`	`DELETE /v1beta1/{name}` Deletes an Index.
`get`	`GET /v1beta1/{name}` Gets an Index.
`import`	`POST /v1beta1/{name}:import` Imports an Index from an external source (e.g., BigQuery).
`list`	`GET /v1beta1/{parent}/indexes` Lists Indexes in a Location.
`patch`	`PATCH /v1beta1/{index.name}` Updates an Index.
`removeDatapoints`	`POST /v1beta1/{index}:removeDatapoints` Remove Datapoints from an Index.
`upsertDatapoints`	`POST /v1beta1/{index}:upsertDatapoints` Add/update Datapoints into an Index.

REST Resource:v1beta1.projects.locations.metadataStores

Methods
`create`	`POST /v1beta1/{parent}/metadataStores` Initializes a MetadataStore, including allocation of resources.
`delete`	`DELETE /v1beta1/{name}` Deletes a single MetadataStore and all its child resources (Artifacts, Executions, and Contexts).
`get`	`GET /v1beta1/{name}` Retrieves a specific MetadataStore.
`list`	`GET /v1beta1/{parent}/metadataStores` Lists MetadataStores for a Location.

REST Resource:v1beta1.projects.locations.metadataStores.artifacts

Methods
`create`	`POST /v1beta1/{parent}/artifacts` Creates an Artifact associated with a MetadataStore.
`delete`	`DELETE /v1beta1/{name}` Deletes an Artifact.
`get`	`GET /v1beta1/{name}` Retrieves a specific Artifact.
`list`	`GET /v1beta1/{parent}/artifacts` Lists Artifacts in the MetadataStore.
`patch`	`PATCH /v1beta1/{artifact.name}` Updates a stored Artifact.
`purge`	`POST /v1beta1/{parent}/artifacts:purge` Purges Artifacts.
`queryArtifactLineageSubgraph`	`GET /v1beta1/{artifact}:queryArtifactLineageSubgraph` Retrieves lineage of an Artifact represented through Artifacts and Executions connected by Event edges and returned as a LineageSubgraph.

REST Resource:v1beta1.projects.locations.metadataStores.contexts

Methods
`addContextArtifactsAndExecutions`	`POST /v1beta1/{context}:addContextArtifactsAndExecutions` Adds a set of Artifacts and Executions to a Context.
`addContextChildren`	`POST /v1beta1/{context}:addContextChildren` Adds a set of Contexts as children to a parent Context.
`create`	`POST /v1beta1/{parent}/contexts` Creates a Context associated with a MetadataStore.
`delete`	`DELETE /v1beta1/{name}` Deletes a stored Context.
`get`	`GET /v1beta1/{name}` Retrieves a specific Context.
`list`	`GET /v1beta1/{parent}/contexts` Lists Contexts on the MetadataStore.
`patch`	`PATCH /v1beta1/{context.name}` Updates a stored Context.
`purge`	`POST /v1beta1/{parent}/contexts:purge` Purges Contexts.
`queryContextLineageSubgraph`	`GET /v1beta1/{context}:queryContextLineageSubgraph` Retrieves Artifacts and Executions within the specified Context, connected by Event edges and returned as a LineageSubgraph.
`removeContextChildren`	`POST /v1beta1/{context}:removeContextChildren` Remove a set of children contexts from a parent Context.

REST Resource:v1beta1.projects.locations.metadataStores.executions

Methods
`addExecutionEvents`	`POST /v1beta1/{execution}:addExecutionEvents` Adds Events to the specified Execution.
`create`	`POST /v1beta1/{parent}/executions` Creates an Execution associated with a MetadataStore.
`delete`	`DELETE /v1beta1/{name}` Deletes an Execution.
`get`	`GET /v1beta1/{name}` Retrieves a specific Execution.
`list`	`GET /v1beta1/{parent}/executions` Lists Executions in the MetadataStore.
`patch`	`PATCH /v1beta1/{execution.name}` Updates a stored Execution.
`purge`	`POST /v1beta1/{parent}/executions:purge` Purges Executions.
`queryExecutionInputsAndOutputs`	`GET /v1beta1/{execution}:queryExecutionInputsAndOutputs` Obtains the set of input and output Artifacts for this Execution, in the form of LineageSubgraph that also contains the Execution and connecting Events.

REST Resource:v1beta1.projects.locations.metadataStores.metadataSchemas

Methods
`create`	`POST /v1beta1/{parent}/metadataSchemas` Creates a MetadataSchema.
`get`	`GET /v1beta1/{name}` Retrieves a specific MetadataSchema.
`list`	`GET /v1beta1/{parent}/metadataSchemas` Lists MetadataSchemas.

REST Resource:v1beta1.projects.locations.migratableResources

Methods
`batchMigrate`	`POST /v1beta1/{parent}/migratableResources:batchMigrate` Batch migrates resources from ml.googleapis.com, automl.googleapis.com, and datalabeling.googleapis.com to Vertex AI.
`search`	`POST /v1beta1/{parent}/migratableResources:search` Searches all of the resources in automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com that can be migrated to Vertex AI's given location.

REST Resource:v1beta1.projects.locations.modelDeploymentMonitoringJobs

Methods
`create`	`POST /v1beta1/{parent}/modelDeploymentMonitoringJobs` Creates a ModelDeploymentMonitoringJob.
`delete`	`DELETE /v1beta1/{name}` Deletes a ModelDeploymentMonitoringJob.
`get`	`GET /v1beta1/{name}` Gets a ModelDeploymentMonitoringJob.
`list`	`GET /v1beta1/{parent}/modelDeploymentMonitoringJobs` Lists ModelDeploymentMonitoringJobs in a Location.
`patch`	`PATCH /v1beta1/{modelDeploymentMonitoringJob.name}` Updates a ModelDeploymentMonitoringJob.
`pause`	`POST /v1beta1/{name}:pause` Pauses a ModelDeploymentMonitoringJob.
`resume`	`POST /v1beta1/{name}:resume` Resumes a paused ModelDeploymentMonitoringJob.
`searchModelDeploymentMonitoringStatsAnomalies`	`POST /v1beta1/{modelDeploymentMonitoringJob}:searchModelDeploymentMonitoringStatsAnomalies` Searches Model Monitoring Statistics generated within a given time window.

REST Resource:v1beta1.projects.locations.modelMonitors

Methods
`create`	`POST /v1beta1/{parent}/modelMonitors` Creates a ModelMonitor.
`delete`	`DELETE /v1beta1/{name}` Deletes a ModelMonitor.
`get`	`GET /v1beta1/{name}` Gets a ModelMonitor.
`list`	`GET /v1beta1/{parent}/modelMonitors` Lists ModelMonitors in a Location.
`patch`	`PATCH /v1beta1/{modelMonitor.name}` Updates a ModelMonitor.
`searchModelMonitoringAlerts`	`POST /v1beta1/{modelMonitor}:searchModelMonitoringAlerts` Returns the Model Monitoring alerts.
`searchModelMonitoringStats`	`POST /v1beta1/{modelMonitor}:searchModelMonitoringStats` Searches Model Monitoring Stats generated within a given time window.

REST Resource:v1beta1.projects.locations.modelMonitors.modelMonitoringJobs

Methods
`create`	`POST /v1beta1/{parent}/modelMonitoringJobs` Creates a ModelMonitoringJob.
`delete`	`DELETE /v1beta1/{name}` Deletes a ModelMonitoringJob.
`get`	`GET /v1beta1/{name}` Gets a ModelMonitoringJob.
`list`	`GET /v1beta1/{parent}/modelMonitoringJobs` Lists ModelMonitoringJobs.

REST Resource:v1beta1.projects.locations.models

Methods
`copy`	`POST /v1beta1/{parent}/models:copy` Copies an already existing Vertex AI Model into the specified Location.
`delete`	`DELETE /v1beta1/{name}` Deletes a Model.
`deleteVersion`	`DELETE /v1beta1/{name}:deleteVersion` Deletes a Model version.
`export`	`POST /v1beta1/{name}:export` Exports a trained, exportable Model to a location specified by the user.
`get`	`GET /v1beta1/{name}` Gets a Model.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/models` Lists Models in a Location.
`listCheckpoints`	`GET /v1beta1/{name}:listCheckpoints` Lists checkpoints of the specified model version.
`listVersions`	`GET /v1beta1/{name}:listVersions` Lists versions of the specified model.
`mergeVersionAliases`	`POST /v1beta1/{name}:mergeVersionAliases` Merges a set of aliases for a Model version.
`patch`	`PATCH /v1beta1/{model.name}` Updates a Model.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.
`updateExplanationDataset`	`POST /v1beta1/{model}:updateExplanationDataset` Incrementally update the dataset used for an examples model.
`upload`	`POST /v1beta1/{parent}/models:upload` Uploads a Model artifact into Vertex AI.

REST Resource:v1beta1.projects.locations.models.evaluations

Methods
`get`	`GET /v1beta1/{name}` Gets a ModelEvaluation.
`import`	`POST /v1beta1/{parent}/evaluations:import` Imports an externally generated ModelEvaluation.
`list`	`GET /v1beta1/{parent}/evaluations` Lists ModelEvaluations in a Model.

REST Resource:v1beta1.projects.locations.models.evaluations.slices

Methods
`batchImport`	`POST /v1beta1/{parent}:batchImport` Imports a list of externally generated EvaluatedAnnotations.
`get`	`GET /v1beta1/{name}` Gets a ModelEvaluationSlice.
`list`	`GET /v1beta1/{parent}/slices` Lists ModelEvaluationSlices in a ModelEvaluation.

REST Resource:v1beta1.projects.locations.notebookExecutionJobs

Methods
`create`	`POST /v1beta1/{parent}/notebookExecutionJobs` Creates a NotebookExecutionJob.
`delete`	`DELETE /v1beta1/{name}` Deletes a NotebookExecutionJob.
`get`	`GET /v1beta1/{name}` Gets a NotebookExecutionJob.
`list`	`GET /v1beta1/{parent}/notebookExecutionJobs` Lists NotebookExecutionJobs in a Location.

REST Resource:v1beta1.projects.locations.notebookRuntimeTemplates

Methods
`create`	`POST /v1beta1/{parent}/notebookRuntimeTemplates` Creates a NotebookRuntimeTemplate.
`delete`	`DELETE /v1beta1/{name}` Deletes a NotebookRuntimeTemplate.
`get`	`GET /v1beta1/{name}` Gets a NotebookRuntimeTemplate.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`list`	`GET /v1beta1/{parent}/notebookRuntimeTemplates` Lists NotebookRuntimeTemplates in a Location.
`patch`	`PATCH /v1beta1/{notebookRuntimeTemplate.name}` Updates a NotebookRuntimeTemplate.
`setIamPolicy`	`POST /v1beta1/{resource}:setIamPolicy` Sets the access control policy on the specified resource.
`testIamPermissions`	`POST /v1beta1/{resource}:testIamPermissions` Returns permissions that a caller has on the specified resource.

REST Resource:v1beta1.projects.locations.notebookRuntimes

Methods
`assign`	`POST /v1beta1/{parent}/notebookRuntimes:assign` Assigns a NotebookRuntime to a user for a particular Notebook file.
`delete`	`DELETE /v1beta1/{name}` Deletes a NotebookRuntime.
`get`	`GET /v1beta1/{name}` Gets a NotebookRuntime.
`list`	`GET /v1beta1/{parent}/notebookRuntimes` Lists NotebookRuntimes in a Location.
`start`	`POST /v1beta1/{name}:start` Starts a NotebookRuntime.
`stop`	`POST /v1beta1/{name}:stop` Stops a NotebookRuntime.
`upgrade`	`POST /v1beta1/{name}:upgrade` Upgrades a NotebookRuntime.

REST Resource:v1beta1.projects.locations.operations

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Starts asynchronous cancellation on a long-running operation.
`delete`	`DELETE /v1beta1/{name}` Deletes a long-running operation.
`get`	`GET /v1beta1/{name}` Gets the latest state of a long-running operation.
`list`	`GET /v1beta1/{name}/operations` Lists operations that match the specified filter in the request.
`wait`	`POST /v1beta1/{name}:wait` Waits until the specified long-running operation is done or reaches at most a specified timeout, returning the latest state.

REST Resource:v1beta1.projects.locations.persistentResources

Methods
`create`	`POST /v1beta1/{parent}/persistentResources` Creates a PersistentResource.
`delete`	`DELETE /v1beta1/{name}` Deletes a PersistentResource.
`get`	`GET /v1beta1/{name}` Gets a PersistentResource.
`list`	`GET /v1beta1/{parent}/persistentResources` Lists PersistentResources in a Location.
`patch`	`PATCH /v1beta1/{persistentResource.name}` Updates a PersistentResource.
`reboot`	`POST /v1beta1/{name}:reboot` Reboots a PersistentResource.

REST Resource:v1beta1.projects.locations.pipelineJobs

Methods
`batchCancel`	`POST /v1beta1/{parent}/pipelineJobs:batchCancel` Batch cancel PipelineJobs.
`batchDelete`	`POST /v1beta1/{parent}/pipelineJobs:batchDelete` Batch deletes PipelineJobs The Operation is atomic.
`cancel`	`POST /v1beta1/{name}:cancel` Cancels a PipelineJob.
`create`	`POST /v1beta1/{parent}/pipelineJobs` Creates a PipelineJob.
`delete`	`DELETE /v1beta1/{name}` Deletes a PipelineJob.
`get`	`GET /v1beta1/{name}` Gets a PipelineJob.
`list`	`GET /v1beta1/{parent}/pipelineJobs` Lists PipelineJobs in a Location.

REST Resource:v1beta1.projects.locations.publishers.models

Methods
`countTokens`	`POST /v1beta1/{endpoint}:countTokens` Perform a token counting.
`embedContent`	`POST /v1beta1/{model}:embedContent` Embed content with multimodal inputs.
`export`	`POST /v1beta1/{parent}/{name}:export` Exports a publisher model to a user provided Google Cloud Storage bucket.
`fetchPublisherModelConfig`	`GET /v1beta1/{name}:fetchPublisherModelConfig` Fetches the configs of publisher models.
`getIamPolicy`	`POST /v1beta1/{resource}:getIamPolicy` Gets the access control policy for a resource.
`predict`	`POST /v1beta1/{endpoint}:predict` Perform an online prediction.
`rawPredict`	`POST /v1beta1/{endpoint}:rawPredict` Perform an online prediction with an arbitrary HTTP payload.
`serverStreamingPredict`	`POST /v1beta1/{endpoint}:serverStreamingPredict` Perform a server-side streaming online prediction request for Vertex LLM streaming.
`setPublisherModelConfig`	`POST /v1beta1/{name}:setPublisherModelConfig` Sets (creates or updates) configs of publisher models.
`streamRawPredict`	`POST /v1beta1/{endpoint}:streamRawPredict` Perform a streaming online prediction with an arbitrary HTTP payload.

REST Resource:v1beta1.projects.locations.ragCorpora

Methods
`create`	`POST /v1beta1/{parent}/ragCorpora` Creates a RagCorpus.
`delete`	`DELETE /v1beta1/{name}` Deletes a RagCorpus.
`get`	`GET /v1beta1/{name}` Gets a RagCorpus.
`list`	`GET /v1beta1/{parent}/ragCorpora` Lists RagCorpora in a Location.
`patch`	`PATCH /v1beta1/{ragCorpus.name}` Updates a RagCorpus.

REST Resource:v1beta1.projects.locations.ragCorpora.ragFiles

Methods
`delete`	`DELETE /v1beta1/{name}` Deletes a RagFile.
`get`	`GET /v1beta1/{name}` Gets a RagFile.
`import`	`POST /v1beta1/{parent}/ragFiles:import` Import files from Google Cloud Storage or Google Drive into a RagCorpus.
`list`	`GET /v1beta1/{parent}/ragFiles` Lists RagFiles in a RagCorpus.

REST Resource:v1beta1.projects.locations.reasoningEngines

Methods
`create`	`POST /v1beta1/{parent}/reasoningEngines` Creates a reasoning engine.
`delete`	`DELETE /v1beta1/{name}` Deletes a reasoning engine.
`get`	`GET /v1beta1/{name}` Gets a reasoning engine.
`list`	`GET /v1beta1/{parent}/reasoningEngines` Lists reasoning engines in a location.
`patch`	`PATCH /v1beta1/{reasoningEngine.name}` Updates a reasoning engine.
`query`	`POST /v1beta1/{name}:query` Queries using a reasoning engine.
`streamQuery`	`POST /v1beta1/{name}:streamQuery` Streams queries using a reasoning engine.

REST Resource:v1beta1.projects.locations.reasoningEngines.memories

Methods
`create`	`POST /v1beta1/{parent}/memories` Create a Memory.
`delete`	`DELETE /v1beta1/{name}` Delete a Memory.
`generate`	`POST /v1beta1/{parent}/memories:generate` Generate memories.
`get`	`GET /v1beta1/{name}` Get a Memory.
`list`	`GET /v1beta1/{parent}/memories` List Memories.
`patch`	`PATCH /v1beta1/{memory.name}` Update a Memory.
`retrieve`	`POST /v1beta1/{parent}/memories:retrieve` Retrieve memories.

REST Resource:v1beta1.projects.locations.reasoningEngines.sessions

Methods
`appendEvent`	`POST /v1beta1/{name}:appendEvent` Appends an event to a given session.
`create`	`POST /v1beta1/{parent}/sessions` Creates a new`Session`.
`delete`	`DELETE /v1beta1/{name}` Deletes details of the specific`Session`.
`get`	`GET /v1beta1/{name}` Gets details of the specific`Session`.
`list`	`GET /v1beta1/{parent}/sessions` Lists`Sessions` in a given reasoning engine.
`patch`	`PATCH /v1beta1/{session.name}` Updates the specific`Session`.

REST Resource:v1beta1.projects.locations.reasoningEngines.sessions.events

Methods
`list`	`GET /v1beta1/{parent}/events` Lists`Events` in a given session.

REST Resource:v1beta1.projects.locations.schedules

Methods
`create`	`POST /v1beta1/{parent}/schedules` Creates a Schedule.
`delete`	`DELETE /v1beta1/{name}` Deletes a Schedule.
`get`	`GET /v1beta1/{name}` Gets a Schedule.
`list`	`GET /v1beta1/{parent}/schedules` Lists Schedules in a Location.
`patch`	`PATCH /v1beta1/{schedule.name}` Updates an active or paused Schedule.
`pause`	`POST /v1beta1/{name}:pause` Pauses a Schedule.
`resume`	`POST /v1beta1/{name}:resume` Resumes a paused Schedule to start scheduling new runs.

REST Resource:v1beta1.projects.locations.specialistPools

Methods
`create`	`POST /v1beta1/{parent}/specialistPools` Creates a SpecialistPool.
`delete`	`DELETE /v1beta1/{name}` Deletes a SpecialistPool as well as all Specialists in the pool.
`get`	`GET /v1beta1/{name}` Gets a SpecialistPool.
`list`	`GET /v1beta1/{parent}/specialistPools` Lists SpecialistPools in a Location.
`patch`	`PATCH /v1beta1/{specialistPool.name}` Updates a SpecialistPool.

REST Resource:v1beta1.projects.locations.studies

Methods
`create`	`POST /v1beta1/{parent}/studies` Creates a Study.
`delete`	`DELETE /v1beta1/{name}` Deletes a Study.
`get`	`GET /v1beta1/{name}` Gets a Study by name.
`list`	`GET /v1beta1/{parent}/studies` Lists all the studies in a region for an associated project.
`lookup`	`POST /v1beta1/{parent}/studies:lookup` Looks a study up using the user-defined display_name field instead of the fully qualified resource name.

REST Resource:v1beta1.projects.locations.studies.trials

Methods
`addTrialMeasurement`	`POST /v1beta1/{trialName}:addTrialMeasurement` Adds a measurement of the objective metrics to a Trial.
`checkTrialEarlyStoppingState`	`POST /v1beta1/{trialName}:checkTrialEarlyStoppingState` Checks whether a Trial should stop or not.
`complete`	`POST /v1beta1/{name}:complete` Marks a Trial as complete.
`create`	`POST /v1beta1/{parent}/trials` Adds a user provided Trial to a Study.
`delete`	`DELETE /v1beta1/{name}` Deletes a Trial.
`get`	`GET /v1beta1/{name}` Gets a Trial.
`list`	`GET /v1beta1/{parent}/trials` Lists the Trials associated with a Study.
`listOptimalTrials`	`POST /v1beta1/{parent}/trials:listOptimalTrials` Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study.
`stop`	`POST /v1beta1/{name}:stop` Stops a Trial.
`suggest`	`POST /v1beta1/{parent}/trials:suggest` Adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier.

REST Resource:v1beta1.projects.locations.tensorboards

Methods
`batchRead`	`GET /v1beta1/{tensorboard}:batchRead` Reads multiple TensorboardTimeSeries' data.
`create`	`POST /v1beta1/{parent}/tensorboards` Creates a Tensorboard.
`delete`	`DELETE /v1beta1/{name}` Deletes a Tensorboard.
`get`	`GET /v1beta1/{name}` Gets a Tensorboard.
`list`	`GET /v1beta1/{parent}/tensorboards` Lists Tensorboards in a Location.
`patch`	`PATCH /v1beta1/{tensorboard.name}` Updates a Tensorboard.
`readSize`	`GET /v1beta1/{tensorboard}:readSize` Returns the storage size for a given TensorBoard instance.
`readUsage`	`GET /v1beta1/{tensorboard}:readUsage` Returns a list of monthly active users for a given TensorBoard instance.

REST Resource:v1beta1.projects.locations.tensorboards.experiments

Methods
`batchCreate`	`POST /v1beta1/{parent}:batchCreate` Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.
`create`	`POST /v1beta1/{parent}/experiments` Creates a TensorboardExperiment.
`delete`	`DELETE /v1beta1/{name}` Deletes a TensorboardExperiment.
`get`	`GET /v1beta1/{name}` Gets a TensorboardExperiment.
`list`	`GET /v1beta1/{parent}/experiments` Lists TensorboardExperiments in a Location.
`patch`	`PATCH /v1beta1/{tensorboardExperiment.name}` Updates a TensorboardExperiment.
`write`	`POST /v1beta1/{tensorboardExperiment}:write` Write time series data points of multiple TensorboardTimeSeries in multiple TensorboardRun's.

REST Resource:v1beta1.projects.locations.tensorboards.experiments.runs

Methods
`batchCreate`	`POST /v1beta1/{parent}/runs:batchCreate` Batch create TensorboardRuns.
`create`	`POST /v1beta1/{parent}/runs` Creates a TensorboardRun.
`delete`	`DELETE /v1beta1/{name}` Deletes a TensorboardRun.
`get`	`GET /v1beta1/{name}` Gets a TensorboardRun.
`list`	`GET /v1beta1/{parent}/runs` Lists TensorboardRuns in a Location.
`patch`	`PATCH /v1beta1/{tensorboardRun.name}` Updates a TensorboardRun.
`write`	`POST /v1beta1/{tensorboardRun}:write` Write time series data points into multiple TensorboardTimeSeries under a TensorboardRun.

REST Resource:v1beta1.projects.locations.tensorboards.experiments.runs.timeSeries

Methods
`create`	`POST /v1beta1/{parent}/timeSeries` Creates a TensorboardTimeSeries.
`delete`	`DELETE /v1beta1/{name}` Deletes a TensorboardTimeSeries.
`exportTensorboardTimeSeries`	`POST /v1beta1/{tensorboardTimeSeries}:exportTensorboardTimeSeries` Exports a TensorboardTimeSeries' data.
`get`	`GET /v1beta1/{name}` Gets a TensorboardTimeSeries.
`list`	`GET /v1beta1/{parent}/timeSeries` Lists TensorboardTimeSeries in a Location.
`patch`	`PATCH /v1beta1/{tensorboardTimeSeries.name}` Updates a TensorboardTimeSeries.
`read`	`GET /v1beta1/{tensorboardTimeSeries}:read` Reads a TensorboardTimeSeries' data.
`readBlobData`	`GET /v1beta1/{timeSeries}:readBlobData` Gets bytes of TensorboardBlobs.

REST Resource:v1beta1.projects.locations.trainingPipelines

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Cancels a TrainingPipeline.
`create`	`POST /v1beta1/{parent}/trainingPipelines` Creates a TrainingPipeline.
`delete`	`DELETE /v1beta1/{name}` Deletes a TrainingPipeline.
`get`	`GET /v1beta1/{name}` Gets a TrainingPipeline.
`list`	`GET /v1beta1/{parent}/trainingPipelines` Lists TrainingPipelines in a Location.

REST Resource:v1beta1.projects.locations.tuningJobs

Methods
`cancel`	`POST /v1beta1/{name}:cancel` Cancels a TuningJob.
`create`	`POST /v1beta1/{parent}/tuningJobs` Creates a TuningJob.
`get`	`GET /v1beta1/{name}` Gets a TuningJob.
`list`	`GET /v1beta1/{parent}/tuningJobs` Lists TuningJobs in a Location.
`rebaseTunedModel`	`POST /v1beta1/{parent}/tuningJobs:rebaseTunedModel` Rebase a TunedModel.

REST Resource:v1beta1.projects.modelGardenEula

Methods
`accept`	`POST /v1beta1/{parent}/modelGardenEula:accept` Accepts the EULA acceptance status of a publisher model.
`check`	`POST /v1beta1/{parent}/modelGardenEula:check` Checks the EULA acceptance status of a publisher model.

REST Resource:v1beta1.publishers.models

Methods
`get`	`GET /v1beta1/{name}` Gets a Model Garden publisher model.
`list`	`GET /v1beta1/{parent}/models` Lists publisher models in Model Garden.

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Last updated 2025-12-17 UTC.

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