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* docs: add A2UI integration page Add documentation for the A2UI (Agent-to-UI) protocol integration with ADK. Covers schema manager setup, system prompt generation, validation, streaming, dynamic catalogs, custom catalogs, multi-agent orchestration, and sample agents. References the A2UI Python SDK agent development guide. * refine: simplify A2UI intro, transport-agnostic, add admonition - Remove A2A-specific framing — A2UI works with A2A, MCP, REST, WebSockets - Simpler intro: agent outputs JSON, renderer turns it into UI - Add info admonition linking to a2ui.org - Remove comparison table (redundant with the intro) * update: v0.9, gemini-flash-latest, catalog cross-reference - Update all code examples from v0.8 to v0.9 - Update model from gemini-2.0-flash to gemini-flash-latest - Add cross-reference in catalog tip to custom catalogs and advanced patterns * address review: remove hardcoded version, add auto-detect note Per nan-yu's feedback: schema manager will auto-detect A2UI version from client requests. Removed hardcoded VERSION_0_9 from examples, added note explaining auto-detection with explicit override option. * fix: use official A2UI logo SVG from google/A2UI repo Replace hallucinated favicon PNG with the real A2UI_dark.svg from https://github.com/google/A2UI/blob/main/docs/assets/A2UI_dark.svg
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