About @google-cloud/aiplatform
The npm package "@google-cloud/aiplatform" is a powerful tool designed to streamline the integration and management of AI models using Google Cloud's Vertex AI from a Node.js application. This package provides developers with an idiomatic, efficient, and easy way to deploy, maintain, and scale AI solutions. By utilizing this package, users can leverage Google Cloud's robust ML infrastructure which includes pre-trained models and the ability to train custom models. The package supports various AI and machine learning tasks such as image recognition, natural language processing, and predictive analytics, making it an essential asset for developers looking to implement advanced AI functionalities in their applications.
To get started with this innovative tool, developers can simply run the command "npm install @google-cloud/aiplatform" in their project's directory. This command installs the necessary library to interface with Vertex AI, allowing developers to seamlessly access Google Cloud's powerful AI tools directly from their Node.js applications. The installation process is straightforward, ensuring that developers can quickly set up and start building AI-enhanced features without the hassle of complex configurations. The package not only simplifies the process of integrating Google Cloud AI services but also ensures that applications remain scalable and maintainable as they grow.
The "@google-cloud/aiplatform" package also offers comprehensive documentation and community support, which are invaluable resources for developers at all levels. Whether you are a beginner looking to experiment with AI or an experienced developer aiming to build sophisticated systems, the documentation provides detailed guides and examples to help you navigate through the features of the package. Additionally, the strong community of developers around Google Cloud's Node.js libraries offers peer support and insights, making it easier to solve challenges and stay updated with the latest advancements in AI technology. This combination of advanced technology, ease of use, and robust support makes "@google-cloud/aiplatform" a premier choice for developers looking to harness the power of AI in their Node.js applications.
Dependencies
Core dependencies of this npm package and its dev dependencies.
chalk, figures, gaxios, parse-link-header, semistandard
Documentation
A README file for the @google-cloud/aiplatform code repository. View Code
Google Cloud Node.js Client Libraries
Node.js idiomatic client libraries for Google Cloud Platform services.
Libraries are available on GitHub and npm for developing Node.js applications that interact with individual Google Cloud services:
If the service is not listed above, google-api-nodejs-client interfaces with additional Google Cloud APIs using a legacy REST interface.
When building Node.js applications, preference should be given to the libraries listed in the table.
Enabling APIs
Before you can interact with a given Google Cloud Service, you must enable its API.
Links are available for enabling APIs in the table at the beginning of this document, and in each libraries README.md.
Authentication
Download your Service Account Credentials JSON file
To use Application Default Credentials, You first need to download a set of JSON credentials for your project. Go to APIs & Auth > Credentials in the Google Developers Console and select Service account from the Add credentials dropdown.
This file is your only copy of these credentials. It should never be committed with your source code, and should be stored securely.
Once downloaded, store the path to this file in the GOOGLE_APPLICATION_CREDENTIALS environment variable.
Other Authentication Methods
Other authentication methods are outlined in the README for google-auth-library-nodejs, which is the authentication library used by all Google Cloud Node.js clients.
Example Applications
- nodejs-getting-started - A sample and tutorial that demonstrates how to build a complete web application using Cloud Datastore, Cloud Storage, and Cloud Pub/Sub and deploy it to Google App Engine or Google Compute Engine.
- gcloud-node-todos - A TodoMVC backend using google-cloud-node and Datastore.
- gitnpm - Easily lookup an npm package's GitHub repo using google-cloud-node and Google App Engine.
- gcloud-kvstore - Use Datastore as a simple key-value store.
- hya-wave - Cloud-based web sample editor. Part of the hya-io family of products.
- gstore-node - Google Datastore Entities Modeling library.
- gstore-api - REST API builder for Google Datastore Entities.
Supported Node.js Versions
Our client libraries follow the Node.js release schedule. Libraries are compatible with all current active and maintenance versions of Node.js. If you are using an end-of-life version of Node.js, we recommend that you update as soon as possible to an actively supported LTS version.
Google's client libraries support legacy versions of Node.js runtimes on a best-efforts basis with the following warnings:
- Legacy versions are not tested in continuous integration.
- Some security patches and features cannot be backported.
- Dependencies cannot be kept up-to-date.
Client libraries targeting some end-of-life versions of Node.js are available, and
can be installed through npm dist-tags.
The dist-tags follow the naming convention legacy-(version).
For example, {{ metadata['lib_install_cmd'] }}@legacy-10 installs client libraries
for versions compatible with Node.js 10.
Versioning
Our libraries follow Semantic Versioning.
Please note it is currently under active development. Any release versioned 0.x.y is subject to backwards-incompatible changes at any time.
Stable: Libraries defined at the Stable quality level are stable. The code surface will not change in backwards-incompatible ways unless absolutely necessary (e.g. because of critical security issues) or with an extensive deprecation period. Issues and requests against Stable libraries are addressed with the highest priority.
Preview: Libraries defined at the preview quality level are still a work-in-progress and are more likely to get backwards-incompatible updates.
Contributing
Contributions to this library are always welcome and highly encouraged.
See CONTRIBUTING for more information on how to get started.
License
Apache 2.0 - See LICENSE for more information.