chore: import upstream snapshot with attribution
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First, pass `AGUIToolset()` in your `LlmAgent`'s `tools=` list and pair it
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with `stop_on_terminal_text` as the `after_model_callback`. The toolset is
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what makes every CopilotKit feature on the frontend — frontend tools, shared
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state, agent context, and generative UI components — visible to your ADK
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agent on every turn.
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<DemoCode file="src/agents/hitl_in_chat_agent.py" region="setup" />
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<Accordions>
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<Accordion title="Install the SDK">
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If `ag-ui-adk` isn't already in your project, add it so the imports
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above resolve:
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```bash
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pip install ag-ui-adk
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```
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</Accordion>
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</Accordions>
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