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2026-07-13 12:58:18 +08:00

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