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 CopilotKit middleware into your graph
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Agent config flows from the UI into the agent via `useAgentContext` — the
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frontend publishes a typed object and `CopilotKitMiddleware` injects it
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into the model's prompt on every turn. Make sure the middleware is in
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your `create_agent` call.
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<DemoCode file="src/agents/agent_config_agent.py" region="agent-config-setup" />
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Read the resulting config inside your system prompt or a custom
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middleware — see `src/agents/agent_config_agent.py` for the full
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rulebook-driven shape used in the showcase.
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</Step>
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</Steps>
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