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`pip install gradio` does install gradio, but using the system python interpreter (e.g., homebrew) and not the venv created earlier in this chapter.
Update the instruction to install gradio using `uv pip install "gradio[mcp]"` so the package is installed in the virtual environment site packages, allowing the interpreter to find it.
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