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@google-cloud/aiplatform

Vertex AI client for Node.js

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Vertex AI API: Nodejs Client

This library is considered to be stable. The code surface will not change in backwards-incompatible ways unless absolutely necessary (e.g. because of critical security issues) or with an extensive deprecation period. Issues and requests against stable libraries are addressed with the highest priority

npm version

Vertex AI API client for Node.js

Google Cloud Vertex AI is an integrated suite of machine learning tools and services for building and using ML models with AutoML or custom code. It offers both novices and experts the best workbench for the entire machine learning development lifecycle.

A comprehensive list of changes in each version may be found in the CHANGELOG.

Read more about the client libraries for Cloud APIs, including the older Google APIs Client Libraries, in Client Libraries Explained.

Table of contents:

Quickstart

Before you begin

Installing the client library

npm install @google-cloud/aiplatform

Samples

Samples are in the samples/ directory. Each sample's README.md has instructions for running its sample.

SampleSource Code
generate synthetic datasource code
create datasetsource code
create dataset versionsource code
delete datasetsource code
delete dataset versionsource code
delete saved querysource code
export datasource code
get annotation specsource code
get datasetsource code
get dataset versionsource code
import datasource code
list annotationssource code
list data itemssource code
list dataset versionssource code
list datasetssource code
list saved queriessource code
restore dataset versionsource code
search data itemssource code
update datasetsource code
update dataset versionsource code
create deployment resource poolsource code
delete deployment resource poolsource code
get deployment resource poolsource code
list deployment resource poolssource code
query deployed modelssource code
update deployment resource poolsource code
create endpointsource code
delete endpointsource code
deploy modelsource code
get endpointsource code
list endpointssource code
mutate deployed modelsource code
undeploy modelsource code
update endpointsource code
update endpoint long runningsource code
evaluate instancessource code
create feature online storesource code
create feature viewsource code
delete feature online storesource code
delete feature viewsource code
get feature online storesource code
get feature viewsource code
get feature view syncsource code
list feature online storessource code
list feature view syncssource code
list feature viewssource code
sync feature viewsource code
update feature online storesource code
update feature viewsource code
feature view direct writesource code
fetch feature valuessource code
generate fetch access tokensource code
search nearest entitiessource code
batch create featuressource code
create featuresource code
create feature groupsource code
delete featuresource code
delete feature groupsource code
get featuresource code
get feature groupsource code
list feature groupssource code
list featuressource code
update featuresource code
update feature groupsource code
read feature valuessource code
streaming read feature valuessource code
write feature valuessource code
batch create featuressource code
batch read feature valuessource code
create entity typesource code
create featuresource code
create featurestoresource code
delete entity typesource code
delete featuresource code
delete feature valuessource code
delete featurestoresource code
export feature valuessource code
get entity typesource code
get featuresource code
get featurestoresource code
import feature valuessource code
list entity typessource code
list featuressource code
list featurestoressource code
search featuressource code
update entity typesource code
update featuresource code
update featurestoresource code
create cached contentsource code
delete cached contentsource code
get cached contentsource code
list cached contentssource code
update cached contentsource code
cancel tuning jobsource code
create tuning jobsource code
get tuning jobsource code
list tuning jobssource code
rebase tuned modelsource code
create index endpointsource code
delete index endpointsource code
deploy indexsource code
get index endpointsource code
list index endpointssource code
mutate deployed indexsource code
undeploy indexsource code
update index endpointsource code
create indexsource code
delete indexsource code
get indexsource code
list indexessource code
remove datapointssource code
update indexsource code
upsert datapointssource code
cancel batch prediction jobsource code
cancel custom jobsource code
cancel data labeling jobsource code
cancel hyperparameter tuning jobsource code
cancel nas jobsource code
create batch prediction jobsource code
create custom jobsource code
create data labeling jobsource code
create hyperparameter tuning jobsource code
create model deployment monitoring jobsource code
create nas jobsource code
delete batch prediction jobsource code
delete custom jobsource code
delete data labeling jobsource code
delete hyperparameter tuning jobsource code
delete model deployment monitoring jobsource code
delete nas jobsource code
get batch prediction jobsource code
get custom jobsource code
get data labeling jobsource code
get hyperparameter tuning jobsource code
get model deployment monitoring jobsource code
get nas jobsource code
get nas trial detailsource code
list batch prediction jobssource code
list custom jobssource code
list data labeling jobssource code
list hyperparameter tuning jobssource code
list model deployment monitoring jobssource code
list nas jobssource code
list nas trial detailssource code
pause model deployment monitoring jobsource code
resume model deployment monitoring jobsource code
search model deployment monitoring stats anomaliessource code
update model deployment monitoring jobsource code
compute tokenssource code
count tokenssource code
find neighborssource code
read index datapointssource code
add context artifacts and executionssource code
add context childrensource code
add execution eventssource code
create artifactsource code
create contextsource code
create executionsource code
create metadata schemasource code
create metadata storesource code
delete artifactsource code
delete contextsource code
delete executionsource code
delete metadata storesource code
get artifactsource code
get contextsource code
get executionsource code
get metadata schemasource code
get metadata storesource code
list artifactssource code
list contextssource code
list executionssource code
list metadata schemassource code
list metadata storessource code
purge artifactssource code
purge contextssource code
purge executionssource code
query artifact lineage subgraphsource code
query context lineage subgraphsource code
query execution inputs and outputssource code
remove context childrensource code
update artifactsource code
update contextsource code
update executionsource code
batch migrate resourcessource code
search migratable resourcessource code
deploysource code
get publisher modelsource code
batch import evaluated annotationssource code
batch import model evaluation slicessource code
copy modelsource code
delete modelsource code
delete model versionsource code
export modelsource code
get modelsource code
get model evaluationsource code
get model evaluation slicesource code
import model evaluationsource code
list model evaluation slicessource code
list model evaluationssource code
list model version checkpointssource code
list model versionssource code
list modelssource code
merge version aliasessource code
update explanation datasetsource code
update modelsource code
upload modelsource code
assign notebook runtimesource code
create notebook execution jobsource code
create notebook runtime templatesource code
delete notebook execution jobsource code
delete notebook runtimesource code
delete notebook runtime templatesource code
get notebook execution jobsource code
get notebook runtimesource code
get notebook runtime templatesource code
list notebook execution jobssource code
list notebook runtime templatessource code
list notebook runtimessource code
start notebook runtimesource code
stop notebook runtimesource code
update notebook runtime templatesource code
upgrade notebook runtimesource code
create persistent resourcesource code
delete persistent resourcesource code
get persistent resourcesource code
list persistent resourcessource code
reboot persistent resourcesource code
update persistent resourcesource code
batch cancel pipeline jobssource code
batch delete pipeline jobssource code
cancel pipeline jobsource code
cancel training pipelinesource code
create pipeline jobsource code
create training pipelinesource code
delete pipeline jobsource code
delete training pipelinesource code
get pipeline jobsource code
get training pipelinesource code
list pipeline jobssource code
list training pipelinessource code
direct predictsource code
direct raw predictsource code
embed contentsource code
explainsource code
generate contentsource code
predictsource code
raw predictsource code
server streaming predictsource code
stream direct predictsource code
stream direct raw predictsource code
stream generate contentsource code
stream raw predictsource code
streaming predictsource code
streaming raw predictsource code
query reasoning enginesource code
stream query reasoning enginesource code
create reasoning enginesource code
delete reasoning enginesource code
get reasoning enginesource code
list reasoning enginessource code
update reasoning enginesource code
create schedulesource code
delete schedulesource code
get schedulesource code
list schedulessource code
pause schedulesource code
resume schedulesource code
update schedulesource code
cloudsource code
create specialist poolsource code
delete specialist poolsource code
get specialist poolsource code
list specialist poolssource code
update specialist poolsource code
batch create tensorboard runssource code
batch create tensorboard time seriessource code
batch read tensorboard time series datasource code
create tensorboardsource code
create tensorboard experimentsource code
create tensorboard runsource code
create tensorboard time seriessource code
delete tensorboardsource code
delete tensorboard experimentsource code
delete tensorboard runsource code
delete tensorboard time seriessource code
export tensorboard time series datasource code
get tensorboardsource code
get tensorboard experimentsource code
get tensorboard runsource code
get tensorboard time seriessource code
list tensorboard experimentssource code
list tensorboard runssource code
list tensorboard time seriessource code
list tensorboardssource code
read tensorboard blob datasource code
read tensorboard sizesource code
read tensorboard time series datasource code
read tensorboard usagesource code
update tensorboardsource code
update tensorboard experimentsource code
update tensorboard runsource code
update tensorboard time seriessource code
write tensorboard experiment datasource code
write tensorboard run datasource code
create rag corpussource code
delete rag corpussource code
delete rag filesource code
get rag corpussource code
get rag engine configsource code
get rag filesource code
import rag filessource code
list rag corporasource code
list rag filessource code
update rag corpussource code
update rag engine configsource code
upload rag filesource code
augment promptsource code
corroborate contentsource code
retrieve contextssource code
add trial measurementsource code
check trial early stopping statesource code
complete trialsource code
create studysource code
create trialsource code
delete studysource code
delete trialsource code
get studysource code
get trialsource code
list optimal trialssource code
list studiessource code
list trialssource code
lookup studysource code
stop trialsource code
suggest trialssource code
assemble datasource code
assess datasource code
create datasetsource code
create dataset versionsource code
delete datasetsource code
delete dataset versionsource code
delete saved querysource code
export datasource code
get annotation specsource code
get datasetsource code
get dataset versionsource code
import datasource code
list annotationssource code
list data itemssource code
list dataset versionssource code
list datasetssource code
list saved queriessource code
restore dataset versionsource code
search data itemssource code
update datasetsource code
update dataset versionsource code
create deployment resource poolsource code
delete deployment resource poolsource code
get deployment resource poolsource code
list deployment resource poolssource code
query deployed modelssource code
update deployment resource poolsource code
create endpointsource code
delete endpointsource code
deploy modelsource code
fetch publisher model configsource code
get endpointsource code
list endpointssource code
mutate deployed modelsource code
set publisher model configsource code
undeploy modelsource code
update endpointsource code
update endpoint long runningsource code
evaluate datasetsource code
evaluate instancessource code
create example storesource code
delete example storesource code
fetch examplessource code
get example storesource code
list example storessource code
remove examplessource code
search examplessource code
update example storesource code
upsert examplessource code
execute extensionsource code
query extensionsource code
delete extensionsource code
get extensionsource code
import extensionsource code
list extensionssource code
update extensionsource code
create feature online storesource code
create feature viewsource code
delete feature online storesource code
delete feature viewsource code
get feature online storesource code
get feature viewsource code
get feature view syncsource code
list feature online storessource code
list feature view syncssource code
list feature viewssource code
sync feature viewsource code
update feature online storesource code
update feature viewsource code
feature view direct writesource code
fetch feature valuessource code
generate fetch access tokensource code
search nearest entitiessource code
streaming fetch feature valuessource code
batch create featuressource code
create featuresource code
create feature groupsource code
create feature monitorsource code
create feature monitor jobsource code
delete featuresource code
delete feature groupsource code
delete feature monitorsource code
get featuresource code
get feature groupsource code
get feature monitorsource code
get feature monitor jobsource code
list feature groupssource code
list feature monitor jobssource code
list feature monitorssource code
list featuressource code
update featuresource code
update feature groupsource code
update feature monitorsource code
read feature valuessource code
streaming read feature valuessource code
write feature valuessource code
batch create featuressource code
batch read feature valuessource code
create entity typesource code
create featuresource code
create featurestoresource code
delete entity typesource code
delete featuresource code
delete feature valuessource code
delete featurestoresource code
export feature valuessource code
get entity typesource code
get featuresource code
get featurestoresource code
import feature valuessource code
list entity typessource code
list featuressource code
list featurestoressource code
search featuressource code
update entity typesource code
update featuresource code
update featurestoresource code
create cached contentsource code
delete cached contentsource code
get cached contentsource code
list cached contentssource code
update cached contentsource code
cancel tuning jobsource code
create tuning jobsource code
get tuning jobsource code
list tuning jobssource code
rebase tuned modelsource code
create index endpointsource code
delete index endpointsource code
deploy indexsource code
get index endpointsource code
list index endpointssource code
mutate deployed indexsource code
undeploy indexsource code
update index endpointsource code
create indexsource code
delete indexsource code
get indexsource code
import indexsource code
list indexessource code
remove datapointssource code
update indexsource code
upsert datapointssource code
cancel batch prediction jobsource code
cancel custom jobsource code
cancel data labeling jobsource code
cancel hyperparameter tuning jobsource code
cancel nas jobsource code
create batch prediction jobsource code
create custom jobsource code
create data labeling jobsource code
create hyperparameter tuning jobsource code
create model deployment monitoring jobsource code
create nas jobsource code
delete batch prediction jobsource code
delete custom jobsource code
delete data labeling jobsource code
delete hyperparameter tuning jobsource code
delete model deployment monitoring jobsource code
delete nas jobsource code
get batch prediction jobsource code
get custom jobsource code
get data labeling jobsource code
get hyperparameter tuning jobsource code
get model deployment monitoring jobsource code
get nas jobsource code
get nas trial detailsource code
list batch prediction jobssource code
list custom jobssource code
list data labeling jobssource code
list hyperparameter tuning jobssource code
list model deployment monitoring jobssource code
list nas jobssource code
list nas trial detailssource code
pause model deployment monitoring jobsource code
resume model deployment monitoring jobsource code
search model deployment monitoring stats anomaliessource code
update model deployment monitoring jobsource code
compute tokenssource code
find neighborssource code
read index datapointssource code
create memorysource code
delete memorysource code
generate memoriessource code
get memorysource code
list memoriessource code
retrieve memoriessource code
update memorysource code
add context artifacts and executionssource code
add context childrensource code
add execution eventssource code
create artifactsource code
create contextsource code
create executionsource code
create metadata schemasource code
create metadata storesource code
delete artifactsource code
delete contextsource code
delete executionsource code
delete metadata storesource code
get artifactsource code
get contextsource code
get executionsource code
get metadata schemasource code
get metadata storesource code
list artifactssource code
list contextssource code
list executionssource code
list metadata schemassource code
list metadata storessource code
purge artifactssource code
purge contextssource code
purge executionssource code
query artifact lineage subgraphsource code
query context lineage subgraphsource code
query execution inputs and outputssource code
remove context childrensource code
update artifactsource code
update contextsource code
update executionsource code
batch migrate resourcessource code
search migratable resourcessource code
accept publisher model eulasource code
check publisher model eula acceptancesource code
deploysource code
deploy publisher modelsource code
export publisher modelsource code
get publisher modelsource code
list publisher modelssource code
create model monitorsource code
create model monitoring jobsource code
delete model monitorsource code
delete model monitoring jobsource code
get model monitorsource code
get model monitoring jobsource code
list model monitoring jobssource code
list model monitorssource code
search model monitoring alertssource code
search model monitoring statssource code
update model monitorsource code
batch import evaluated annotationssource code
batch import model evaluation slicessource code
copy modelsource code
delete modelsource code
delete model versionsource code
export modelsource code
get modelsource code
get model evaluationsource code
get model evaluation slicesource code
import model evaluationsource code
list model evaluation slicessource code
list model evaluationssource code
list model version checkpointssource code
list model versionssource code
list modelssource code
merge version aliasessource code
recommend specsource code
update explanation datasetsource code
update modelsource code
upload modelsource code
assign notebook runtimesource code
create notebook execution jobsource code
create notebook runtime templatesource code
delete notebook execution jobsource code
delete notebook runtimesource code
delete notebook runtime templatesource code
get notebook execution jobsource code
get notebook runtimesource code
get notebook runtime templatesource code
list notebook execution jobssource code
list notebook runtime templatessource code
list notebook runtimessource code
start notebook runtimesource code
stop notebook runtimesource code
update notebook runtime templatesource code
upgrade notebook runtimesource code
create persistent resourcesource code
delete persistent resourcesource code
get persistent resourcesource code
list persistent resourcessource code
reboot persistent resourcesource code
update persistent resourcesource code
batch cancel pipeline jobssource code
batch delete pipeline jobssource code
cancel pipeline jobsource code
cancel training pipelinesource code
create pipeline jobsource code
create training pipelinesource code
delete pipeline jobsource code
delete training pipelinesource code
get pipeline jobsource code
get training pipelinesource code
list pipeline jobssource code
list training pipelinessource code
chat completionssource code
count tokenssource code
direct predictsource code
direct raw predictsource code
embed contentsource code
explainsource code
generate contentsource code
predictsource code
raw predictsource code
server streaming predictsource code
stream direct predictsource code
stream direct raw predictsource code
stream generate contentsource code
stream raw predictsource code
streaming predictsource code
streaming raw predictsource code
query reasoning enginesource code
stream query reasoning enginesource code
create reasoning enginesource code
delete reasoning enginesource code
get reasoning enginesource code
list reasoning enginessource code
update reasoning enginesource code
create schedulesource code
delete schedulesource code
get schedulesource code
list schedulessource code
pause schedulesource code
resume schedulesource code
update schedulesource code
append eventsource code
create sessionsource code
delete sessionsource code
get sessionsource code
list eventssource code
list sessionssource code
update sessionsource code
cloudsource code
create specialist poolsource code
delete specialist poolsource code
get specialist poolsource code
list specialist poolssource code
update specialist poolsource code
batch create tensorboard runssource code
batch create tensorboard time seriessource code
batch read tensorboard time series datasource code
create tensorboardsource code
create tensorboard experimentsource code
create tensorboard runsource code
create tensorboard time seriessource code
delete tensorboardsource code
delete tensorboard experimentsource code
delete tensorboard runsource code
delete tensorboard time seriessource code
export tensorboard time series datasource code
get tensorboardsource code
get tensorboard experimentsource code
get tensorboard runsource code
get tensorboard time seriessource code
list tensorboard experimentssource code
list tensorboard runssource code
list tensorboard time seriessource code
list tensorboardssource code
read tensorboard blob datasource code
read tensorboard sizesource code
read tensorboard time series datasource code
read tensorboard usagesource code
update tensorboardsource code
update tensorboard experimentsource code
update tensorboard runsource code
update tensorboard time seriessource code
write tensorboard experiment datasource code
write tensorboard run datasource code
create rag corpussource code
delete rag corpussource code
delete rag filesource code
get rag corpussource code
get rag engine configsource code
get rag filesource code
import rag filessource code
list rag corporasource code
list rag filessource code
update rag corpussource code
update rag engine configsource code
upload rag filesource code
augment promptsource code
corroborate contentsource code
retrieve contextssource code
add trial measurementsource code
check trial early stopping statesource code
complete trialsource code
create studysource code
create trialsource code
delete studysource code
delete trialsource code
get studysource code
get trialsource code
list optimal trialssource code
list studiessource code
list trialssource code
lookup studysource code
stop trialsource code
suggest trialssource code

Supported Node.js Versions

Our client libraries follow the Node.js release schedule. Libraries are compatible with all current active and maintenance versions of Node.js. If you are using an end-of-life version of Node.js, we recommend that you update as soon as possible to an actively supported LTS version.

Google's client libraries support legacy versions of Node.js runtimes on a best-efforts basis with the following warnings:

  • Legacy versions are not tested in continuous integration.
  • Some security patches and features cannot be backported.
  • Dependencies cannot be kept up-to-date.

Client libraries targeting some end-of-life versions of Node.js are available, and can be installed through npm dist-tags. The dist-tags follow the naming convention legacy-(version). For example, npm install @google-cloud/aiplatform@legacy-8 installs client libraries for versions compatible with Node.js 8.

Versioning

This library follows Semantic Versioning.

More Information: Google Cloud Platform Launch Stages

Contributing

Contributions welcome! See the Contributing Guide.

Please note that this README.md and a variety of configuration files in this repository (including .nycrc and tsconfig.json) are generated from a central template.

License

Apache Version 2.0

See LICENSE

Keywords

google apis client
google api client
google apis
google api
google
google cloud platform

FAQs

Package last updated on 27 Oct 2025

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