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chore: import upstream snapshot with attribution

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showcase/integrations/langgraph-python/docs/setup/agent-setup.mdx
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First, add `CopilotKitMiddleware` to your `create_agent` call. The middleware
is what makes every CopilotKit feature on the frontend — frontend tools,
shared state, agent context, and generative UI components — visible to your
LangGraph agent on every turn.
<DemoCode file="src/agents/frontend_tools.py" region="middleware" />
<Accordions>
<Accordion title="Install the SDK">
If `copilotkit` isn't already in your project, add it so the import
above resolves. Pick the package manager that matches your project:
<InstallPythonSDK />
</Accordion>
</Accordions>