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Build AG-UI (Agent UI) protocol servers and clients in Python with the Microsoft Agent Framework (`agent-framework-ag-ui`). Use when hosting an `Agent` or `Workflow` as a streaming HTTP endpoint via `add_agent_framework_fastapi_endpoint`, consuming an AG-UI server with `AGUIChatClient`, wiring hybrid client-side + server-side tool calls, managing thread-scoped state and conversation continuity, returning rich tool payloads via `state_update`, or implementing the seven standard AG-UI features (ch
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