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@google-cloud/aiplatform

googleapis514.2kApache-2.05.8.0

Vertex AI client for Node.js

google apis client, google api client, google apis, google api

readme (leia-me)

Google Cloud Platform logo

[Vertex AI API: Nodejs Client][homepage]

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][homepage_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

  1. [Select or create a Cloud Platform project][projects].
  2. [Enable billing for your project][billing].
  3. [Enable the Vertex AI API API][enable_api].
  4. [Set up authentication][auth] so you can access the API from your local workstation.

    Installing the client library

npm install @google-cloud/aiplatform

Samples

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

Sample Source Code
generate synthetic data source code
create dataset source code
create dataset version source code
delete dataset source code
delete dataset version source code
delete saved query source code
export data source code
get annotation spec source code
get dataset source code
get dataset version source code
import data source code
list annotations source code
list data items source code
list dataset versions source code
list datasets source code
list saved queries source code
restore dataset version source code
search data items source code
update dataset source code
update dataset version source code
create deployment resource pool source code
delete deployment resource pool source code
get deployment resource pool source code
list deployment resource pools source code
query deployed models source code
update deployment resource pool source code
create endpoint source code
delete endpoint source code
deploy model source code
get endpoint source code
list endpoints source code
mutate deployed model source code
undeploy model source code
update endpoint source code
update endpoint long running source code
evaluate instances source code
create feature online store source code
create feature view source code
delete feature online store source code
delete feature view source code
get feature online store source code
get feature view source code
get feature view sync source code
list feature online stores source code
list feature view syncs source code
list feature views source code
sync feature view source code
update feature online store source code
update feature view source code
feature view direct write source code
fetch feature values source code
generate fetch access token source code
search nearest entities source code
batch create features source code
create feature source code
create feature group source code
delete feature source code
delete feature group source code
get feature source code
get feature group source code
list feature groups source code
list features source code
update feature source code
update feature group source code
read feature values source code
streaming read feature values source code
write feature values source code
batch create features source code
batch read feature values source code
create entity type source code
create feature source code
create featurestore source code
delete entity type source code
delete feature source code
delete feature values source code
delete featurestore source code
export feature values source code
get entity type source code
get feature source code
get featurestore source code
import feature values source code
list entity types source code
list features source code
list featurestores source code
search features source code
update entity type source code
update feature source code
update featurestore source code
create cached content source code
delete cached content source code
get cached content source code
list cached contents source code
update cached content source code
cancel tuning job source code
create tuning job source code
get tuning job source code
list tuning jobs source code
rebase tuned model source code
create index endpoint source code
delete index endpoint source code
deploy index source code
get index endpoint source code
list index endpoints source code
mutate deployed index source code
undeploy index source code
update index endpoint source code
create index source code
delete index source code
get index source code
list indexes source code
remove datapoints source code
update index source code
upsert datapoints source code
cancel batch prediction job source code
cancel custom job source code
cancel data labeling job source code
cancel hyperparameter tuning job source code
cancel nas job source code
create batch prediction job source code
create custom job source code
create data labeling job source code
create hyperparameter tuning job source code
create model deployment monitoring job source code
create nas job source code
delete batch prediction job source code
delete custom job source code
delete data labeling job source code
delete hyperparameter tuning job source code
delete model deployment monitoring job source code
delete nas job source code
get batch prediction job source code
get custom job source code
get data labeling job source code
get hyperparameter tuning job source code
get model deployment monitoring job source code
get nas job source code
get nas trial detail source code
list batch prediction jobs source code
list custom jobs source code
list data labeling jobs source code
list hyperparameter tuning jobs source code
list model deployment monitoring jobs source code
list nas jobs source code
list nas trial details source code
pause model deployment monitoring job source code
resume model deployment monitoring job source code
search model deployment monitoring stats anomalies source code
update model deployment monitoring job source code
compute tokens source code
count tokens source code
find neighbors source code
read index datapoints source code
add context artifacts and executions source code
add context children source code
add execution events source code
create artifact source code
create context source code
create execution source code
create metadata schema source code
create metadata store source code
delete artifact source code
delete context source code
delete execution source code
delete metadata store source code
get artifact source code
get context source code
get execution source code
get metadata schema source code
get metadata store source code
list artifacts source code
list contexts source code
list executions source code
list metadata schemas source code
list metadata stores source code
purge artifacts source code
purge contexts source code
purge executions source code
query artifact lineage subgraph source code
query context lineage subgraph source code
query execution inputs and outputs source code
remove context children source code
update artifact source code
update context source code
update execution source code
batch migrate resources source code
search migratable resources source code
deploy source code
get publisher model source code
batch import evaluated annotations source code
batch import model evaluation slices source code
copy model source code
delete model source code
delete model version source code
export model source code
get model source code
get model evaluation source code
get model evaluation slice source code
import model evaluation source code
list model evaluation slices source code
list model evaluations source code
list model version checkpoints source code
list model versions source code
list models source code
merge version aliases source code
update explanation dataset source code
update model source code
upload model source code
assign notebook runtime source code
create notebook execution job source code
create notebook runtime template source code
delete notebook execution job source code
delete notebook runtime source code
delete notebook runtime template source code
get notebook execution job source code
get notebook runtime source code
get notebook runtime template source code
list notebook execution jobs source code
list notebook runtime templates source code
list notebook runtimes source code
start notebook runtime source code
stop notebook runtime source code
update notebook runtime template source code
upgrade notebook runtime source code
create persistent resource source code
delete persistent resource source code
get persistent resource source code
list persistent resources source code
reboot persistent resource source code
update persistent resource source code
batch cancel pipeline jobs source code
batch delete pipeline jobs source code
cancel pipeline job source code
cancel training pipeline source code
create pipeline job source code
create training pipeline source code
delete pipeline job source code
delete training pipeline source code
get pipeline job source code
get training pipeline source code
list pipeline jobs source code
list training pipelines source code
direct predict source code
direct raw predict source code
explain source code
generate content source code
predict source code
raw predict source code
server streaming predict source code
stream direct predict source code
stream direct raw predict source code
stream generate content source code
stream raw predict source code
streaming predict source code
streaming raw predict source code
query reasoning engine source code
stream query reasoning engine source code
create reasoning engine source code
delete reasoning engine source code
get reasoning engine source code
list reasoning engines source code
update reasoning engine source code
create schedule source code
delete schedule source code
get schedule source code
list schedules source code
pause schedule source code
resume schedule source code
update schedule source code
cloud source code
create specialist pool source code
delete specialist pool source code
get specialist pool source code
list specialist pools source code
update specialist pool source code
batch create tensorboard runs source code
batch create tensorboard time series source code
batch read tensorboard time series data source code
create tensorboard source code
create tensorboard experiment source code
create tensorboard run source code
create tensorboard time series source code
delete tensorboard source code
delete tensorboard experiment source code
delete tensorboard run source code
delete tensorboard time series source code
export tensorboard time series data source code
get tensorboard source code
get tensorboard experiment source code
get tensorboard run source code
get tensorboard time series source code
list tensorboard experiments source code
list tensorboard runs source code
list tensorboard time series source code
list tensorboards source code
read tensorboard blob data source code
read tensorboard size source code
read tensorboard time series data source code
read tensorboard usage source code
update tensorboard source code
update tensorboard experiment source code
update tensorboard run source code
update tensorboard time series source code
write tensorboard experiment data source code
write tensorboard run data source code
create rag corpus source code
delete rag corpus source code
delete rag file source code
get rag corpus source code
get rag engine config source code
get rag file source code
import rag files source code
list rag corpora source code
list rag files source code
update rag corpus source code
update rag engine config source code
upload rag file source code
augment prompt [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/goog