An idiomatic C++ client library for theCloud Natural Language API, a service that provides natural language understanding technologies, such as sentiment analysis, entity recognition, entity sentiment analysis, and other text annotations.
While this library isGA, please note that the Google Cloud C++ client libraries donotfollowSemantic Versioning.
Quickstart
The following shows the code that you'll run in thegoogle/cloud/language/quickstart/directory, which should give you a taste of the Cloud Natural Language API C++ client library API.
#include "google/cloud/language/v2/language_client.h"
#include <iostream>
auto constexpr kText = R"""(
Four score and seven years ago our fathers brought forth on this
continent, a new nation, conceived in Liberty, and dedicated to
the proposition that all men are created equal.)""";
int main(int argc, char* argv[]) try {
if (argc != 1) {
std::cerr << "Usage: " << argv[0] << "\n";
return 1;
}
namespace language = ::google::cloud::language_v2;
auto client = language::LanguageServiceClient(
language::MakeLanguageServiceConnection());
google::cloud::language::v2::Document document;
document.set_type(google::cloud::language::v2::Document::PLAIN_TEXT);
document.set_content(kText);
document.set_language_code("en-US");
auto response = client.AnalyzeEntities(document);
if (!response) throw std::move(response).status();
for (auto const& entity : response->entities()) {
if (entity.type() != google::cloud::language::v2::Entity::NUMBER) continue;
std::cout << entity.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*Clientclasses, 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*Clientclasses when testing your application.
[[["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 2025-09-04 UTC."],[[["\u003cp\u003eThis webpage provides documentation for the Cloud Natural Language API C++ client library, which offers functionalities like sentiment analysis, entity recognition, and text annotation.\u003c/p\u003e\n"],["\u003cp\u003eThe library includes multiple \u003ccode\u003e*Client\u003c/code\u003e classes, such as \u003ccode\u003elanguage_v1::LanguageServiceClient\u003c/code\u003e and \u003ccode\u003elanguage_v2::LanguageServiceClient\u003c/code\u003e, each exposing RPCs as member functions.\u003c/p\u003e\n"],["\u003cp\u003eThe latest release candidate is version 2.37.0-rc, while multiple versions are accessible, including 2.18.0, which is the version being used in this library documentation, and the Google Cloud C++ client libraries do not follow Semantic Versioning.\u003c/p\u003e\n"],["\u003cp\u003eThe documentation provides guidance on error handling, endpoint overrides, authentication credentials overrides, retry policies, and environment variables for configuring the library.\u003c/p\u003e\n"],["\u003cp\u003eThe quickstart code example demonstrates how to use the library to analyze text for entities, specifically looking for the entity type of number, within the text and utilizing the main class \u003ccode\u003eLanguageServiceClient\u003c/code\u003e.\u003c/p\u003e\n"]]],[],null,["Version 2.18.0keyboard_arrow_down\n\n- [2.42.0-rc (latest)](/cpp/docs/reference/language/latest)\n- [2.41.0](/cpp/docs/reference/language/2.41.0)\n- [2.40.0](/cpp/docs/reference/language/2.40.0)\n- [2.39.0](/cpp/docs/reference/language/2.39.0)\n- [2.38.0](/cpp/docs/reference/language/2.38.0)\n- [2.37.0](/cpp/docs/reference/language/2.37.0)\n- [2.36.0](/cpp/docs/reference/language/2.36.0)\n- [2.35.0](/cpp/docs/reference/language/2.35.0)\n- [2.34.0](/cpp/docs/reference/language/2.34.0)\n- [2.33.0](/cpp/docs/reference/language/2.33.0)\n- [2.32.0](/cpp/docs/reference/language/2.32.0)\n- [2.31.0](/cpp/docs/reference/language/2.31.0)\n- [2.30.0](/cpp/docs/reference/language/2.30.0)\n- [2.29.0](/cpp/docs/reference/language/2.29.0)\n- [2.28.0](/cpp/docs/reference/language/2.28.0)\n- [2.27.0](/cpp/docs/reference/language/2.27.0)\n- [2.26.0](/cpp/docs/reference/language/2.26.0)\n- [2.25.1](/cpp/docs/reference/language/2.25.1)\n- [2.24.0](/cpp/docs/reference/language/2.24.0)\n- [2.23.0](/cpp/docs/reference/language/2.23.0)\n- [2.22.1](/cpp/docs/reference/language/2.22.1)\n- [2.21.0](/cpp/docs/reference/language/2.21.0)\n- [2.20.0](/cpp/docs/reference/language/2.20.0)\n- [2.19.0](/cpp/docs/reference/language/2.19.0)\n- [2.18.0](/cpp/docs/reference/language/2.18.0)\n- [2.17.0](/cpp/docs/reference/language/2.17.0)\n- [2.16.0](/cpp/docs/reference/language/2.16.0)\n- [2.15.1](/cpp/docs/reference/language/2.15.1)\n- [2.14.0](/cpp/docs/reference/language/2.14.0)\n- [2.13.0](/cpp/docs/reference/language/2.13.0)\n- [2.12.0](/cpp/docs/reference/language/2.12.0)\n- [2.11.0](/cpp/docs/reference/language/2.11.0) \n\nCloud Natural Language API C++ Client Library\n=============================================\n\nAn idiomatic C++ client library for the [Cloud Natural Language API](https://cloud.google.com/natural-language), a service that provides natural language understanding technologies, such as sentiment analysis, entity recognition, entity sentiment analysis, and other text annotations.\n\nWhile this library is **GA** , please note that the Google Cloud C++ client libraries do **not** follow [Semantic Versioning](https://semver.org/).\n\n### Quickstart\n\nThe following shows the code that you'll run in the `google/cloud/language/quickstart/` directory, which should give you a taste of the Cloud Natural Language API C++ client library API. \n\n #include \"google/cloud/language/v2/language_client.h\"\n #include \u003ciostream\u003e\n\n auto constexpr kText = R\"\"\"(\n Four score and seven years ago our fathers brought forth on this\n continent, a new nation, conceived in Liberty, and dedicated to\n the proposition that all men are created equal.)\"\"\";\n\n int main(int argc, char* argv[]) try {\n if (argc != 1) {\n std::cerr \u003c\u003c \"Usage: \" \u003c\u003c argv[0] \u003c\u003c \"\\n\";\n return 1;\n }\n\n namespace language = ::google::cloud::language_v2;\n auto client = language::LanguageServiceClient(\n language::MakeLanguageServiceConnection());\n\n google::cloud::language::v2::Document document;\n document.set_type(google::cloud::language::v2::Document::PLAIN_TEXT);\n document.set_content(kText);\n document.set_language_code(\"en-US\");\n\n auto response = client.AnalyzeEntities(document);\n if (!response) throw std::move(response).status();\n\n for (auto const& entity : response-\u003eentities()) {\n if (entity.type() != google::cloud::language::v2::Entity::NUMBER) continue;\n std::cout \u003c\u003c entity.DebugString() \u003c\u003c \"\\n\";\n }\n\n return 0;\n } catch (google::cloud::Status const& status) {\n std::cerr \u003c\u003c \"google::cloud::Status thrown: \" \u003c\u003c status \u003c\u003c \"\\n\";\n return 1;\n }\n\n### Main classes\n\nThis 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.\n\nThe library also has other classes that provide helpers, configuration parameters, and infrastructure to mock the `*Client` classes when testing your application.\n\n- [`language_v1::LanguageServiceClient`](/cpp/docs/reference/language/2.18.0/classgoogle_1_1cloud_1_1language__v1_1_1LanguageServiceClient)\n- [`language_v2::LanguageServiceClient`](/cpp/docs/reference/language/2.18.0/classgoogle_1_1cloud_1_1language__v2_1_1LanguageServiceClient)\n\n### More Information\n\n- [Error Handling](https://cloud.google.com/cpp/docs/reference/common/latest/common-error-handling.html) - describes how the library reports errors.\n- [How to Override the Default Endpoint](/cpp/docs/reference/language/2.18.0/language-override-endpoint) - describes how to override the default endpoint.\n- [How to Override the Authentication Credentials](/cpp/docs/reference/language/2.18.0/language-override-authentication) - describes how to change the authentication credentials used by the library.\n- [Override Retry, Backoff, and Idempotency Policies](/cpp/docs/reference/language/2.18.0/language-override-retry) - describes how to change the default retry policies.\n- [Environment Variables](/cpp/docs/reference/language/2.18.0/language-env) - describes environment variables that can configure the behavior of the library."]]