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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 <iostream>

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

  namespace aiplatform = ::google::cloud::aiplatform_v1;
  auto const location = std::string{argv[2]};
  auto client = aiplatform::EndpointServiceClient(
      aiplatform::MakeEndpointServiceConnection(location));

  auto const parent =
      std::string{"projects/"} + argv[1] + "/locations/" + location;
  for (auto r : client.ListEndpoints(parent)) {
    if (!r) throw std::move(r).status();
    std::cout << r->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 gRPC service as member functions of the class. This library groups multiple gRPC 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.

Retry, Backoff, and Idempotency Policies.

The library automatically retries requests that fail with transient errors, and uses exponential backoff to backoff between retries. Application developers can override the default policies.

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 GA (Generally Available) service designed for training high-quality machine learning models."],["The library provides various `*Client` classes that expose all RPCs for gRPC services, grouping services that are part of the same product or frequently used together."],["The most recent release candidate version available is 2.37.0-rc, with numerous other releases ranging from 2.36.0 down to 2.12.0."],["The C++ client library does not follow Semantic Versioning, and it includes automatic retries with exponential backoff for requests that encounter transient errors, with the option to customize these policies."],["The Vertex AI API C++ client library offers resources on error handling, overriding endpoints and authentication credentials, and environment variable configurations."]]],[]]

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