Each example will usually be runnable via Google Colab or locally using uv package management. When running via Google Colab the requirements are typically specified within the notebook itself. If running locally, a pyproject.toml file is provided to install the dependencies. To setup the local Python environments, read the instructions provided in Local Python Environment Setup.