chore: import upstream snapshot with attribution
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<Steps>
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<Step>
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### Install the LangGraph Python SDK
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<InstallPythonSDK />
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</Step>
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<Step>
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### Wire read-only agent context into your graph
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`useAgentContext` publishes read-only UI values through
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`CopilotKitMiddleware`. Attach the middleware to the agent and describe
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how the model should use the frontend-supplied context in the system
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prompt.
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<DemoCode file="src/agents/readonly_state_agent_context.py" region="agent-context-setup" />
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</Step>
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</Steps>
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