While you can use AutoML Natural Language by making direct requests, we provide client libraries for several popular languages. AutoML Natural Language client libraries are built on Google Cloud Client Libraries. This common infrastructure provides functionality for API-specific library implementations, but it also provides types and methods that you may use directly when using any Cloud API.
Available client libraries
AutoML Natural Language provides client libraries and guides for the following languages:
Python
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries. For more information, see the AutoML Natural Language Python API reference documentation.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
This page provides reference documentation and related resources for the AutoML Natural Language Python client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language Python library reference |
Language guide | General guide for using Python with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and Python |
Installation
To install the client library:
pip install --upgrade google-cloud-automl
Java
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries. For more information, see the AutoML Natural Language Java API reference documentation.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
This page provides reference documentation and related resources for the AutoML Natural Language Java client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language Java library reference |
Language guide | General guide for using Java with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and Java |
Installation
To install the client library:
If you are using Maven, add
the following to your pom.xml
file. For more information about
BOMs, see The Google Cloud Platform Libraries BOM.
If you are using Gradle, add the following to your dependencies:
If you are using sbt, add the following to your dependencies:
If you're using Visual Studio Code, IntelliJ, or Eclipse, you can add client libraries to your project using the following IDE plugins:
The plugins provide additional functionality, such as key management for service accounts. Refer to each plugin's documentation for details.
Node.js
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries. For more information, see the AutoML Natural Language Node.js API reference documentation.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
This page provides reference documentation and related resources for the AutoML Natural Language Node.js client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language Node.js library reference |
Language guide | General guide for using Node.js with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and Node.js |
Installation
To install the client library:
npm install --save @google-cloud/automl
C#
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
The C# client libraries for the AutoML Natural Language are currently released as Alpha.
This page provides reference documentation and related resources for the AutoML Natural Language C# client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language C# library reference |
Language guide | General guide for using C# with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and C# |
Installation
To install the client library:
install-package Google.Cloud.AutoML.V1 -pre
Go
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries. For more information, see the AutoML Natural Language Go API reference documentation.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
This page provides reference documentation and related resources for the AutoML Natural Language Go client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language Go library reference |
Language guide | General guide for using Go with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and Go |
Installation
To install the client library:
go get cloud.google.com/go/automl
PHP
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
This page provides reference documentation and related resources for the AutoML Natural Language PHP client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language PHP library reference |
Language guide | General guide for using PHP with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and PHP |
Installation
To install the client library:
composer require google/cloud-automl
Ruby
To learn how to install and use the client library for AutoML Natural Language, see AutoML Natural Language client libraries.
To authenticate to AutoML Natural Language, set up Application Default Credentials. For more information, see Set up authentication for a local development environment.
The C# client libraries for AutoML Natural Language are currently released as Alpha.
This page provides reference documentation and related resources for the AutoML Natural Language Ruby client library.
Resource | Description |
---|---|
Library reference | AutoML Natural Language Ruby library reference |
Language guide | General guide for using Ruby with GCP |
GitHub repository | Source code and additional documentation for this library |
Stack Overflow | Questions tagged with AutoML Natural Language and Ruby |
Installation
To install the client library:
gem install google-cloud-automl
Authentication and access control
The AutoML Natural Language quickstart guides provide basic information on authentication and access control. For more detailed information, see the following: