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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 creation of high-quality custom machine learning models."],["The latest version of the library is 2.37.0-rc, and the page provides links to documentation for several prior versions, as far back as version 2.12.0."],["The library offers numerous `*Client` classes, each exposing the RPCs for a service as member functions, like `DatasetServiceClient`, `EndpointServiceClient`, and `ModelServiceClient`."],["While generally available (GA), the library does not adhere to Semantic Versioning, meaning version numbers may not strictly reflect the magnitude of changes between releases."],["The library documentation includes information on error handling, endpoint and authentication credential overriding, retry policies, and relevant environment variables."]]],[]]

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