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.

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