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June 5, 2026

Google launches Colab CLI for terminal-based AI and machine learning workflows

Google has introduced the Colab CLI, enabling developers and AI agents to access remote Colab runtimes, request GPUs, execute code, and manage machine learning workflows directly from the terminal.

Google has launched the Google Colab Command-Line Interface (CLI), a new open-source tool that brings Colab’s cloud computing capabilities directly to local terminals.

Developers can provision CPU, GPU, and TPU runtimes, execute Python scripts remotely, manage files, retrieve artifacts, and automate machine learning workflows without opening a browser. Google says the lightweight CLI is designed for both developers and AI agents, making it easier to integrate Colab into automated pipelines and agentic development environments.

The tool supports high-performance accelerators, remote execution, and workflow orchestration through standard terminal commands. The launch reflects Google’s broader push toward AI-native developer tools and programmable infrastructure for modern machine learning applications.

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Google

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