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How to Integrate GitHub Copilot with Google Colab

Updated on:
June 5, 2026
By:
Madhav Bhandari
Use this interactive demo to learn how to integrate GitHub Copilot with Google Colab.

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Here’s how to do it: 

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  1. Open your VS code account and go to the settings menu by clicking the gear icon.
  2. Select 'Extensions' from the list of options.
  3. Navigate to your search bar and type 'Google Colab'.
  4. Then, select 'Colab' from the results.
  5. Hit 'Install' to add Google Colab in VS code.
  6. Follow the prompt and select 'Trust Publisher & Install'.
  7. Open a new file and click 'Select Kernel'.
  8. Choose and select 'Colab'.
  9. You now get to select 'Auto Connect' to create a server for Colab.
  10. Click 'Allow' to continue.
  11. This allows you to use your locally installed GitHub Copilot extension within the VS Code environment while leveraging Colab's computational resources.

📌 Why this matters

You get the best of both worlds: Copilot's intelligent code suggestions running locally in VS Code, paired with Colab's free GPU access and cloud computing power. This setup eliminates the usual trade-off between having AI assistance and accessing powerful hardware for machine learning tasks.

Your coding workflow stays familiar and efficient while your models train on Google's infrastructure. It's particularly valuable for data scientists who want to prototype quickly with AI-generated code but need serious computational resources for training and experimentation.

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