ML Development in VS Code with Google Cloud Power: Workbench Extension Now Available
Google Developers Blog

ML Development in VS Code with Google Cloud Power: Workbench Extension Now Available

Google Cloud Workbench Notebooks Extension for VS Code

The Google Cloud Workbench Notebooks extension for VS Code has officially launched, allowing developers to connect their local IDE to scalable, cloud-based Jupyter environments. This integration streamlines the machine learning lifecycle by eliminating context switching and providing direct access to high-performance Google Cloud infrastructure.

To support transparency and community-driven innovation, the newly released extension is fully open-sourced and available on GitHub and the VS Code Marketplace.

For data scientists and developers, the ideal workflow combines the familiarity of a local IDE with the heavy-lifting capabilities of the cloud. Today, we are bridging that gap with the launch of the Google Cloud Workbench Notebooks extension for VS Code. This new tool allows you to harness the scalable infrastructure of Google Cloud directly within your local development environment.

Platform Integration

Gemini Enterprise Agent Platform Workbench has long been a go-to platform for managed Jupyter environments optimized for data science. By bringing Workbench into VS Code, we are enabling a more fluid experience where you can manage your code and cloud-based notebooks in a single interface.

This integration is specifically designed to streamline the ML lifecycle. By eliminating context switching, developers can move from local experimentation to high-performance cloud compute without disruption.

Getting Started

The Workbench VS Code extension offers a seamless bridge between your desktop and Google Cloud's AI-optimized infrastructure. Transitioning your data science projects to the cloud is straightforward. Follow these steps to integrate your local environment with Gemini Agent Platform Workbench:

  • Install the extension from the VS Code Marketplace
  • Connect to your Google Cloud account
  • Access and manage your Workbench notebooks directly from VS Code
  • Run experiments locally or on cloud infrastructure as needed

Open Source Commitment

As part of our commitment to the developer ecosystem, the extension is fully open-sourced to support community-driven innovation. This project is a launchpad for bringing the best of Google Cloud's functionality to users everywhere, and we're just getting started.

We are thrilled to finally bring these two platforms together. Download the extension from the VS Code Marketplace today, and contribute to the project on GitHub! Happy coding!

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