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uv tool update-shell # Add UV's bin directory to your PATH
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```
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2. Create your AgentStack project:
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UV will automatically manage your project's dependencies through the pyproject.toml file. The lockfile (`uv.lock`) will track exact dependency versions for reproducible builds.
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Note: If you prefer not to install AgentStack globally, you can also run it directly using:
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Note: If you prefer not to install AgentStack globally, you can also use a dedicated virtual environment:
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