An idiomatic C++ client library for the Cloud 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 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/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 *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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003eThe Cloud Natural Language API C++ Client Library offers natural language understanding technologies, including sentiment analysis and entity recognition.\u003c/p\u003e\n"],["\u003cp\u003eThe latest version of the library is 2.37.0-rc, but it also includes a list of previous versions ranging from 2.36.0 down to 2.11.0.\u003c/p\u003e\n"],["\u003cp\u003eThe library provides \u003ccode\u003e*Client\u003c/code\u003e classes, such as \u003ccode\u003elanguage_v1::LanguageServiceClient\u003c/code\u003e and \u003ccode\u003elanguage_v2::LanguageServiceClient\u003c/code\u003e, that expose RPCs for the services.\u003c/p\u003e\n"],["\u003cp\u003eWhile this library is generally available, it does not adhere to Semantic Versioning.\u003c/p\u003e\n"],["\u003cp\u003eThe library offers helpful documentation on error handling, overriding endpoints, authentication credentials, retry policies, and environment variables.\u003c/p\u003e\n"]]],[],null,["Version latestkeyboard_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/latest/classgoogle_1_1cloud_1_1language__v1_1_1LanguageServiceClient)\n- [`language_v2::LanguageServiceClient`](/cpp/docs/reference/language/latest/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/latest/language-override-endpoint) - describes how to override the default endpoint.\n- [How to Override the Authentication Credentials](/cpp/docs/reference/language/latest/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/latest/language-override-retry) - describes how to change the default retry policies.\n- [Environment Variables](/cpp/docs/reference/language/latest/language-env) - describes environment variables that can configure the behavior of the library."]]