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C++ Client Libraries | Google Cloud

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Vertex AI API C++ Client Library

An idiomatic C++ client library for the Vertex AI API, a service to train high-quality custom machine learning models with minimal machine learning expertise and effort.

While this library is GA, please note that the Google Cloud C++ client libraries do not follow Semantic Versioning.

Quickstart

The following shows the code that you'll run in the google/cloud/aiplatform/quickstart/ directory, which should give you a taste of the Vertex AI API C++ client library API.

#include "google/cloud/aiplatform/v1/endpoint_client.h"
#include "google/cloud/location.h"
#include <iostream>

int main(int argc, char* argv[]) try {
  if (argc != 3) {
    std::cerr << "Usage: " << argv[0] << " project-id location-id\n";
    return 1;
  }

  auto const location = google::cloud::Location(argv[1], argv[2]);

  namespace aiplatform = ::google::cloud::aiplatform_v1;
  auto client = aiplatform::EndpointServiceClient(
      aiplatform::MakeEndpointServiceConnection(location.location_id()));

  for (auto ep : client.ListEndpoints(location.FullName())) {
    if (!ep) throw std::move(ep).status();
    std::cout << ep->DebugString() << "\n";
  }

  return 0;
} catch (google::cloud::Status const& status) {
  std::cerr << "google::cloud::Status thrown: " << status << "\n";
  return 1;
}
Main classes

This library offers multiple *Client classes, which are listed below. Each one of these classes exposes all the RPCs for a service as member functions of the class. This library groups multiple services because they are part of the same product or are often used together. A typical example may be the administrative and data plane operations for a single product.

The library also has other classes that provide helpers, configuration parameters, and infrastructure to mock the *Client classes when testing your application.

More Information

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-08-14 UTC.

[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["This webpage details the Vertex AI API C++ Client Library, which is a tool designed to facilitate the training of custom machine learning models."],["The latest release candidate for this library is version 2.37.0-rc, and it provides access to several Client classes such as DatasetServiceClient, EndpointServiceClient, and more, all documented within version 2.19.0."],["The library is in General Availability (GA) but does not follow Semantic Versioning, which is something to note when utilizing it."],["A quickstart code example is available, demonstrating how to use the EndpointServiceClient to interact with the Vertex AI API."],["The library provides several ways to customize the behavior through overriding default options such as authentication, retry policies, and endpoint customization, all of which are detailed within the documentation."]]],[]]

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