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    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-provided client 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

    A Discovery 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

    A service 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

    See Feature 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.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
    computeTokens POST /v1/{endpoint}:computeTokens
    Return a list of tokens based on the input text.
    countTokens POST /v1/{endpoint}:countTokens
    Perform a token counting.
    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.
    generateContent POST /v1/{model}:generateContent
    Generate content with multimodal inputs.
    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.
    streamGenerateContent POST /v1/{model}:streamGenerateContent
    Generate content with multimodal inputs with streaming support.
    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.
    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
    computeTokens POST /v1/{endpoint}:computeTokens
    Return a list of tokens based on the input text.
    countTokens POST /v1/{endpoint}:countTokens
    Perform a token counting.
    generateContent POST /v1/{model}:generateContent
    Generate 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.
    streamGenerateContent POST /v1/{model}:streamGenerateContent
    Generate content with multimodal inputs with streaming support.
    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.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
    computeTokens POST /v1beta1/{endpoint}:computeTokens
    Return a list of tokens based on the input text.
    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.
    generateContent POST /v1beta1/{model}:generateContent
    Generate content with multimodal inputs.
    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.
    streamGenerateContent POST /v1beta1/{model}:streamGenerateContent
    Generate content with multimodal inputs with streaming support.
    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.
    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
    computeTokens POST /v1beta1/{endpoint}:computeTokens
    Return a list of tokens based on the input text.
    countTokens POST /v1beta1/{endpoint}:countTokens
    Perform a token counting.
    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.
    generateContent POST /v1beta1/{model}:generateContent
    Generate content with multimodal inputs.
    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.
    streamGenerateContent POST /v1beta1/{model}:streamGenerateContent
    Generate content with multimodal inputs with streaming support.
    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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