mirror of
https://github.com/CopilotKit/CopilotKit.git
synced 2026-09-14 16:26:20 +08:00
Ran Shem Tov
528ebfa351
multimodal was wrongly quarantined based on a local-only failure: the sample.png/sample.pdf demo assets are Git LFS pointers, and without git-lfs on PATH the attachment send fails before the run starts (runStartCount=0). langgraph-python multimodal fails locally for the exact same reason, yet declares the feature supported. Verified the MAF agent actually works: with the real assets in place the D6 cell is green (2 turns, assertions passed). Both production deploys serve the real 10KB PNG (LFS pulled), so multimodal is green in prod for MAF just like langgraph. not_supported_features now matches langgraph exactly: [gen-ui-interrupt, interrupt-headless].
546 lines
20 KiB
YAML
546 lines
20 KiB
YAML
name: MS Agent Framework (Python)
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slug: ms-agent-python
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category: enterprise-platform
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language: python
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logo: /logos/ms-agent-python.svg
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description: CopilotKit integration with MS Agent Framework (Python)
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partner_docs: null
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repo: https://github.com/CopilotKit/CopilotKit/tree/main/showcase/integrations/ms-agent-python
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copilotkit_version: 2.0.0
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deployed: true
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docs_mode: authored
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sort_order: 150
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generative_ui:
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- constrained-explicit
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- a2ui-fixed-schema
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- a2ui-dynamic-schema
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interaction_modalities:
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- sidebar
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- embedded
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- chat
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not_supported_features:
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# QUARANTINED pending a @copilotkit/react-core release. gen-ui-interrupt /
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# interrupt-headless fail turn-2 on a useInterrupt/useHeadlessInterrupt
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# RESUME-PATH hook bug in @copilotkit/react-core/v2: backend resumes + streams
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# (HTTP 200) but the frontend never appends the confirmation assistant bubble,
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# so the harness DOM settle-check times out. Fix is a published-package change
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# (out of scope here); honestly marked not-supported (skipped-incapable, not
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# green, not red) rather than a regression. Demos remain wired below.
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- gen-ui-interrupt
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- interrupt-headless
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features:
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- multimodal
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- beautiful-chat
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- cli-start
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- agentic-chat
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- prebuilt-sidebar
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- prebuilt-popup
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- chat-slots
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- chat-customization-css
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- headless-simple
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- headless-complete
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- reasoning-custom
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- reasoning-default
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- frontend-tools
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- frontend-tools-async
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- hitl
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- hitl-in-app
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- hitl-in-chat
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- gen-ui-tool-based
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- declarative-gen-ui
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- a2ui-fixed-schema
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- mcp-apps
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- gen-ui-agent
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- tool-rendering-default-catchall
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- tool-rendering-custom-catchall
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- tool-rendering-reasoning-chain
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- tool-rendering
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- shared-state-read-write
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- shared-state-streaming
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- subagents
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- readonly-state-agent-context
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- auth
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- declarative-hashbrown
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- declarative-json-render
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- open-gen-ui
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- open-gen-ui-advanced
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- voice
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- agent-config
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- shared-state-read
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a2ui_pattern: schema-loading
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interrupt_pattern: promise-based
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agent_config_pattern: shared-state
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auth_pattern: microsoft-agent-framework
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demos:
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- id: cli-start
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name: CLI Start Command
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description: Copy-paste command to clone the canonical starter
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tags:
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- chat-ui
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command: "npx copilotkit@latest init --framework ms-agent-python"
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- id: agentic-chat
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name: Agentic Chat
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description: Natural conversation with frontend tool execution
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tags:
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- chat-ui
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route: /demos/agentic-chat
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/agentic-chat/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: chat-customization-css
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name: Chat Customization (CSS)
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description: Default CopilotChat re-themed via CopilotKitCSSProperties
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tags:
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- chat-ui
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route: /demos/chat-customization-css
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/chat-customization-css/page.tsx
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- src/app/demos/chat-customization-css/theme.css
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- src/app/api/copilotkit/route.ts
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- id: tool-rendering-default-catchall
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name: Tool Rendering (Default Catch-all)
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description: Out-of-the-box tool rendering — backend defines the tools; the frontend adds zero custom renderers and relies on CopilotKit's built-in default UI
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tags:
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- generative-ui
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route: /demos/tool-rendering-default-catchall
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animated_preview_url:
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highlight:
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- src/app/demos/tool-rendering-default-catchall/page.tsx
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- src/agents/agent.py
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- src/app/api/copilotkit/route.ts
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- id: tool-rendering-custom-catchall
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name: Tool Rendering (Custom Catch-all)
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description: Single branded wildcard renderer via useDefaultRenderTool — the same app-designed card paints every tool call
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tags:
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- generative-ui
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route: /demos/tool-rendering-custom-catchall
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animated_preview_url:
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highlight:
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- src/app/demos/tool-rendering-custom-catchall/page.tsx
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- src/app/demos/tool-rendering-custom-catchall/custom-catchall-renderer.tsx
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- src/agents/agent.py
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- src/app/api/copilotkit/route.ts
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- id: frontend-tools
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name: Frontend Tools (In-App Actions)
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description: Agent invokes client-side handlers registered with useFrontendTool
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tags:
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- interactivity
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route: /demos/frontend-tools
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/frontend-tools/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: frontend-tools-async
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name: Frontend Tools (Async)
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description: useFrontendTool with an async handler — agent awaits a client-side async operation (simulated notes DB query) and uses the returned result
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tags:
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- interactivity
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route: /demos/frontend-tools-async
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/frontend-tools-async/page.tsx
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- src/app/demos/frontend-tools-async/notes-card.tsx
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- src/app/api/copilotkit/route.ts
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- id: hitl
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name: In-Chat Human in the Loop
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description: User approves agent actions before execution
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tags:
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- interactivity
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route: /demos/hitl
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animated_preview_url:
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- id: hitl-in-app
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name: In-App Human in the Loop (Frontend Tools + async HITL)
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description: Agent requests approval via useFrontendTool with an async handler; the approval UI pops up as an app-level modal OUTSIDE the chat, and a completion callback resolves the pending tool Promise with the user's decision
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tags:
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- interactivity
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route: /demos/hitl-in-app
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animated_preview_url:
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highlight:
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- src/agents/hitl_in_app_agent.py
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- src/app/demos/hitl-in-app/page.tsx
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- src/app/demos/hitl-in-app/approval-dialog.tsx
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- src/app/api/copilotkit/route.ts
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- id: hitl-in-chat
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name: In-Chat HITL (useHumanInTheLoop — ergonomic API)
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description: Interactive approval/decision surface rendered inline in the chat via the high-level `useHumanInTheLoop` hook
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tags:
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- interactivity
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route: /demos/hitl-in-chat
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animated_preview_url:
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highlight:
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- src/agents/hitl_in_chat_agent.py
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- src/app/demos/hitl-in-chat/page.tsx
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- src/app/demos/hitl-in-chat/time-picker-card.tsx
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- src/app/api/copilotkit/route.ts
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- id: gen-ui-tool-based
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name: Tool-Based Generative UI
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description: Agent uses tools to trigger UI generation
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tags:
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- generative-ui
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route: /demos/gen-ui-tool-based
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animated_preview_url:
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highlight:
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- src/agents/gen_ui_tool_based_agent.py
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- src/app/demos/gen-ui-tool-based/page.tsx
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- src/app/demos/gen-ui-tool-based/bar-chart.tsx
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- src/app/demos/gen-ui-tool-based/pie-chart.tsx
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- src/app/api/copilotkit/route.ts
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- id: tool-rendering
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name: Tool Rendering
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description: Backend agent tools rendered as UI components
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tags:
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- agent-capabilities
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route: /demos/tool-rendering
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- tools/get_weather.py
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- tools/query_data.py
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- tools/schedule_meeting.py
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- tools/search_flights.py
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- src/app/demos/tool-rendering/page.tsx
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- id: gen-ui-agent
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name: Agentic Generative UI
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description: Long-running agent tasks with generated UI
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tags:
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- generative-ui
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route: /demos/gen-ui-agent
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animated_preview_url:
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- id: shared-state-read-write
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name: Shared State (Read + Write)
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description: Bidirectional agent state — UI writes preferences, agent writes notes back via state_update
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tags:
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- agent-state
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route: /demos/shared-state-read-write
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animated_preview_url:
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highlight:
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- src/agents/shared_state_read_write_agent.py
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- src/app/demos/shared-state-read-write/page.tsx
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- src/app/demos/shared-state-read-write/preferences-card.tsx
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- src/app/demos/shared-state-read-write/notes-card.tsx
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- src/app/api/copilotkit/route.ts
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- id: subagents
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name: Sub-Agents
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description: Supervisor delegates to research / writing / critique sub-agents with a live delegation log
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tags:
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- multi-agent
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route: /demos/subagents
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animated_preview_url:
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highlight:
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- src/agents/subagents_agent.py
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- src/app/demos/subagents/page.tsx
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- src/app/demos/subagents/delegation-log.tsx
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- src/app/api/copilotkit/route.ts
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- id: shared-state-streaming
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name: State Streaming
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description: Per-token state delta streaming from agent to UI
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tags:
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- agent-state
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route: /demos/shared-state-streaming
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animated_preview_url:
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- id: prebuilt-sidebar
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name: "Pre-Built: Sidebar"
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description: Docked sidebar chat via <CopilotSidebar />
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tags:
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- chat-ui
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route: /demos/prebuilt-sidebar
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/prebuilt-sidebar/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: prebuilt-popup
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name: "Pre-Built: Popup"
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description: Floating popup chat via <CopilotPopup />
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tags:
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- chat-ui
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route: /demos/prebuilt-popup
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/prebuilt-popup/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: chat-slots
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name: Chat Customization (Slots)
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description: Customize CopilotChat via its slot system
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tags:
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- chat-ui
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route: /demos/chat-slots
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/chat-slots/page.tsx
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- src/app/demos/chat-slots/slot-wrappers.tsx
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- src/app/api/copilotkit/route.ts
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- id: headless-simple
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name: Headless Chat (Simple)
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description: Minimal custom chat surface built on useAgent
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tags:
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- chat-ui
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route: /demos/headless-simple
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/headless-simple/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: headless-complete
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name: Headless Chat (Complete)
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description: Full chat implementation built from scratch on useAgent
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tags:
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- chat-ui
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route: /demos/headless-complete
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/headless-complete/page.tsx
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- src/app/demos/headless-complete/chat/chat.tsx
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- src/app/demos/headless-complete/hooks/use-tool-renderers.tsx
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- src/app/demos/headless-complete/hooks/use-frontend-components.ts
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- src/app/demos/headless-complete/hooks/use-headless-suggestions.ts
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- src/app/demos/headless-complete/attachments/use-attachments-config.ts
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- src/app/api/copilotkit/route.ts
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- id: reasoning-default
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name: "Reasoning: Default"
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description: Built-in CopilotChatReasoningMessage rendering with no slot override.
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tags:
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- chat-ui
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route: /demos/reasoning-default
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highlight:
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- src/app/demos/reasoning-default/page.tsx
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- src/app/demos/reasoning-default/suggestions.ts
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- src/agents/reasoning_agent.py
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- id: reasoning-custom
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name: "Reasoning: Custom"
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description: Visible reasoning/thinking chain alongside the final answer
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tags:
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- chat-ui
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route: /demos/reasoning-custom
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animated_preview_url:
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highlight:
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- src/app/demos/reasoning-custom/page.tsx
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- src/app/demos/reasoning-custom/reasoning-block.tsx
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- src/agents/reasoning_agent.py
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- src/app/api/copilotkit/route.ts
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- id: gen-ui-interrupt
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name: In-Chat HITL (useInterrupt — low-level primitive)
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description: Interactive component rendered inline in the chat via the lower-level `useInterrupt` primitive — direct control over the interrupt lifecycle
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tags:
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- generative-ui
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route: /demos/gen-ui-interrupt
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animated_preview_url:
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highlight:
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- src/agents/interrupt_agent.py
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- src/app/demos/gen-ui-interrupt/page.tsx
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- src/app/demos/gen-ui-interrupt/_components/time-picker-card.tsx
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- src/app/api/copilotkit/route.ts
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- id: declarative-gen-ui
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name: Declarative Generative UI (A2UI)
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description: Canonical A2UI BYOC — custom catalog (Card/StatusBadge/Metric/InfoRow/PrimaryButton) wired via a2ui.catalog on the provider; runtime injects the render_a2ui tool automatically
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tags:
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- generative-ui
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route: /demos/declarative-gen-ui
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animated_preview_url:
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highlight:
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- src/agents/a2ui_dynamic.py
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- src/app/demos/declarative-gen-ui/page.tsx
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- src/app/demos/declarative-gen-ui/a2ui/catalog.ts
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- src/app/demos/declarative-gen-ui/a2ui/definitions.ts
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- src/app/demos/declarative-gen-ui/a2ui/renderers.tsx
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- src/app/api/copilotkit/route.ts
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- id: a2ui-fixed-schema
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name: Declarative Generative UI (A2UI — Fixed Schema)
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description: A2UI rendering against a known client-side schema
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tags:
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- generative-ui
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route: /demos/a2ui-fixed-schema
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animated_preview_url:
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highlight:
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- src/agents/a2ui_fixed.py
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- src/agents/a2ui_schemas/flight_schema.json
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- src/agents/a2ui_schemas/booked_schema.json
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- src/app/demos/a2ui-fixed-schema/page.tsx
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- src/app/demos/a2ui-fixed-schema/a2ui/catalog.ts
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- src/app/demos/a2ui-fixed-schema/a2ui/definitions.ts
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- src/app/demos/a2ui-fixed-schema/a2ui/renderers.tsx
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- src/app/api/copilotkit/route.ts
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- id: mcp-apps
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name: MCP Apps
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description: MCP server-driven UI via activity renderers
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tags:
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- generative-ui
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route: /demos/mcp-apps
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animated_preview_url:
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highlight:
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- src/agents/mcp_apps_agent.py
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- src/app/demos/mcp-apps/page.tsx
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- src/app/api/copilotkit-mcp-apps/[[...slug]]/route.ts
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- id: interrupt-headless
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name: Headless Interrupt (testing)
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description: Resolve interrupts from a plain button grid — no chat, no useInterrupt render prop
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tags:
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- interactivity
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route: /demos/interrupt-headless
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animated_preview_url:
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highlight:
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- src/agents/interrupt_agent.py
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- src/app/demos/interrupt-headless/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: readonly-state-agent-context
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name: Readonly State (Agent Context)
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description: Frontend provides read-only context to the agent via useAgentContext
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tags:
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- agent-state
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route: /demos/readonly-state-agent-context
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animated_preview_url:
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highlight:
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- src/agents/agent.py
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- src/app/demos/readonly-state-agent-context/page.tsx
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- src/app/api/copilotkit/route.ts
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- id: tool-rendering-reasoning-chain
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name: Tool Rendering + Reasoning Chain (testing)
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description: Sequential tool calls with reasoning tokens rendered side-by-side
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tags:
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- generative-ui
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route: /demos/tool-rendering-reasoning-chain
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animated_preview_url:
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highlight:
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- src/agents/tool_rendering_reasoning_chain_agent.py
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- src/app/demos/tool-rendering-reasoning-chain/page.tsx
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- src/app/demos/tool-rendering-reasoning-chain/weather-card.tsx
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- src/app/demos/tool-rendering-reasoning-chain/flight-list-card.tsx
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- src/app/api/copilotkit/route.ts
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- id: declarative-json-render
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name: BYOC json-render
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description: Streaming hierarchical JSON UI spec rendered via @json-render/react, with a Zod-validated catalog (MetricCard + PieChart + BarChart)
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tags:
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- generative-ui
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route: /demos/declarative-json-render
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animated_preview_url:
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highlight:
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- src/agents/byoc_json_render_agent.py
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- src/app/demos/declarative-json-render/page.tsx
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- src/app/demos/declarative-json-render/json-render-renderer.tsx
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- src/app/demos/declarative-json-render/registry.tsx
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- src/app/demos/declarative-json-render/catalog.ts
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- src/app/demos/declarative-json-render/metric-card.tsx
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- src/app/demos/declarative-json-render/charts/bar-chart.tsx
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- src/app/demos/declarative-json-render/charts/pie-chart.tsx
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- src/app/demos/declarative-json-render/types.ts
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- src/app/demos/declarative-json-render/suggestions.ts
|
|
- src/app/api/copilotkit-declarative-json-render/route.ts
|
|
- id: beautiful-chat
|
|
name: Beautiful Chat
|
|
description: Canonical polished starter chat — brand fonts, theme tokens, suggestion pills
|
|
tags:
|
|
- chat-ui
|
|
route: /demos/beautiful-chat
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/beautiful_chat.py
|
|
- src/app/demos/beautiful-chat/page.tsx
|
|
- src/app/demos/beautiful-chat/components/example-layout/index.tsx
|
|
- src/app/demos/beautiful-chat/components/example-canvas/index.tsx
|
|
- src/app/demos/beautiful-chat/components/generative-ui/charts/bar-chart.tsx
|
|
- src/app/demos/beautiful-chat/components/generative-ui/charts/pie-chart.tsx
|
|
- src/app/demos/beautiful-chat/hooks/use-example-suggestions.tsx
|
|
- src/app/demos/beautiful-chat/hooks/use-generative-ui-examples.tsx
|
|
- src/app/api/copilotkit-beautiful-chat/route.ts
|
|
- id: multimodal
|
|
name: Multimodal Attachments
|
|
description: Image and PDF uploads via CopilotChat attachments, processed by a vision-capable agent
|
|
tags:
|
|
- chat-ui
|
|
route: /demos/multimodal
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/multimodal_agent.py
|
|
- src/app/demos/multimodal/page.tsx
|
|
- src/app/demos/multimodal/sample-attachment-buttons.tsx
|
|
- src/app/api/copilotkit-multimodal/route.ts
|
|
- id: auth
|
|
name: Authentication
|
|
description: Bearer-token gate via runtime onRequest hook with unauthenticated / authenticated states
|
|
tags:
|
|
- chat-ui
|
|
route: /demos/auth
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/app/demos/auth/page.tsx
|
|
- src/app/demos/auth/auth-banner.tsx
|
|
- src/app/demos/auth/use-demo-auth.ts
|
|
- src/app/demos/auth/demo-token.ts
|
|
- src/app/api/copilotkit-auth/[[...slug]]/route.ts
|
|
- id: declarative-hashbrown
|
|
name: BYOC Hashbrown
|
|
description: Streaming structured output via @hashbrownai/react, rendering a sales dashboard catalog (MetricCard + PieChart + BarChart)
|
|
tags:
|
|
- generative-ui
|
|
route: /demos/declarative-hashbrown
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/byoc_hashbrown_agent.py
|
|
- src/app/demos/declarative-hashbrown/page.tsx
|
|
- src/app/demos/declarative-hashbrown/hashbrown-renderer.tsx
|
|
- src/app/demos/declarative-hashbrown/metric-card.tsx
|
|
- src/app/demos/declarative-hashbrown/charts/bar-chart.tsx
|
|
- src/app/demos/declarative-hashbrown/charts/pie-chart.tsx
|
|
- src/app/demos/declarative-hashbrown/types.ts
|
|
- src/app/demos/declarative-hashbrown/suggestions.ts
|
|
- src/app/api/copilotkit-declarative-hashbrown/route.ts
|
|
- id: open-gen-ui
|
|
name: Fully Open-Ended Generative UI
|
|
description: Agent generates UI from an arbitrary component library
|
|
tags:
|
|
- generative-ui
|
|
route: /demos/open-gen-ui
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/open_gen_ui_agent.py
|
|
- src/app/demos/open-gen-ui/page.tsx
|
|
- src/app/api/copilotkit-ogui/route.ts
|
|
- id: open-gen-ui-advanced
|
|
name: "Open-Ended Gen UI (Advanced: with frontend function calling)"
|
|
description: Agent-authored UI that can invoke frontend sandbox functions from inside the iframe
|
|
tags:
|
|
- generative-ui
|
|
route: /demos/open-gen-ui-advanced
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/open_gen_ui_advanced_agent.py
|
|
- src/app/demos/open-gen-ui-advanced/page.tsx
|
|
- src/app/demos/open-gen-ui-advanced/sandbox-functions.ts
|
|
- src/app/demos/open-gen-ui-advanced/suggestions.ts
|
|
- src/app/api/copilotkit-ogui/route.ts
|
|
- id: voice
|
|
name: Voice Input
|
|
description: Speech-to-text via @copilotkit/voice with a bundled sample audio button
|
|
tags:
|
|
- chat-ui
|
|
route: /demos/voice
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/agent.py
|
|
- src/app/demos/voice/page.tsx
|
|
- src/app/demos/voice/sample-audio-button.tsx
|
|
- src/app/api/copilotkit-voice/[[...slug]]/route.ts
|
|
- id: agent-config
|
|
name: Agent Config Object
|
|
description: Forward a typed config object (tone / expertise / response length) from the provider to the agent's dynamic system prompt
|
|
tags:
|
|
- platform
|
|
route: /demos/agent-config
|
|
animated_preview_url:
|
|
highlight:
|
|
- src/agents/agent_config_agent.py
|
|
- src/app/demos/agent-config/page.tsx
|
|
- src/app/demos/agent-config/config-card.tsx
|
|
- src/app/demos/agent-config/use-agent-config.ts
|
|
- src/app/demos/agent-config/config-types.ts
|
|
- src/app/api/copilotkit-agent-config/route.ts
|