Canonical partner docs (Pydantic AI)#2758
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WalkthroughThis pull request reorganizes and modernizes Pydantic AI documentation by introducing interactive iframe-based demos via IframeSwitcher components, restructuring navigation with new quickstart and generative UI sections, renaming the useCopilotAction hook to useRenderToolCall, adding DefaultToolRendering component, and removing outdated concept pages. Additionally, numerous documentation files are updated to use JSX-compatible comment syntax in code blocks. Changes
Sequence Diagram(s)sequenceDiagram
actor User
participant UI as React Component
participant Hook as useRenderToolCall<br/>(renamed from<br/>useCopilotAction)
participant Backend as CopilotKit Backend
participant Tool as Tool Renderer
User->>UI: Interact with tool UI
UI->>Hook: Call useRenderToolCall()
Note over Hook: Signature changed:<br/>- removed 'available' property<br/>- updated render callback
Hook->>Backend: Register tool render handler
Backend->>Tool: Invoke tool execution
Tool->>Hook: Return rendered result
Hook->>UI: Update UI with rendered output
UI->>User: Display result
sequenceDiagram
participant Doc as MDX Documentation
participant IframeSwitcher as IframeSwitcher Component
participant Demo as Live Demo (exampleUrl)
participant Code as Code View (codeUrl)
User->>Doc: Load documentation page
Doc->>IframeSwitcher: Render with demo URLs
IframeSwitcher->>Demo: Load interactive demo
Demo->>User: Display live example
alt User clicks Code tab
IframeSwitcher->>Code: Fetch code snippet
Code->>User: Display code view
end
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes Areas requiring attention:
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docs/content/docs/pydantic-ai/generative-ui/index.mdx (1)
32-32: Minor style improvement: use "will" instead of "going to".Line 32 uses the phrase "what is going to be backing your generative UI." For certainty and clarity, consider rephrasing to "what will be backing your generative UI."
- To get started, you first need to decide what is going to be backing your generative UI. There are three main variants of Generative UI with CopilotKit. + To get started, you first need to decide what will be backing your generative UI. There are three main variants of Generative UI with CopilotKit.
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docs/content/docs/pydantic-ai/generative-ui/agentic.mdx(2 hunks)docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdx(3 hunks)docs/content/docs/pydantic-ai/generative-ui/frontend-tools.mdx(1 hunks)docs/content/docs/pydantic-ai/generative-ui/index.mdx(3 hunks)docs/content/docs/pydantic-ai/generative-ui/meta.json(1 hunks)docs/content/docs/pydantic-ai/meta.json(1 hunks)
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docs/content/docs/pydantic-ai/generative-ui/index.mdx
[style] ~32-~32: Use ‘will’ instead of ‘going to’ if the following action is certain.
Context: ... started, you first need to decide what is going to be backing your generative UI. There ar...
(GOING_TO_WILL)
🔇 Additional comments (16)
docs/content/docs/pydantic-ai/meta.json (1)
10-12: Navigation restructuring looks good.The guides section has been reordered with
custom-look-and-feeland the newfrontend-actionspage added in the expected positions. The changes align with the broader PR restructuring for the Generative UI documentation.docs/content/docs/pydantic-ai/generative-ui/meta.json (1)
1-4: New subsection metadata is well-structured.The new meta.json correctly defines the Generative UI subsection with all three pages (
backend-tools,frontend-tools,agentic) that are being documented in this PR.docs/content/docs/pydantic-ai/generative-ui/agentic.mdx (2)
7-8: Import updates for interactive demo components are appropriate.The new imports for
IframeSwitcher,Tabs, andTabalign with the shift to an iframe-based, tabbed interface for documentation examples.
10-17: IframeSwitcher integration replaces static video with interactive demo.The new
IframeSwitchercomponent at the top of the page provides an interactive demo and code viewer. The external URLs point to a CopilotKit feature viewer instance and should be verified for accessibility.To confirm the external demo URLs are accessible and correctly resolve, please verify the following URLs work as expected:
https://feature-viewer.copilotkit.ai/langgraph/feature/agentic_generative_ui?sidebar=false&chatDefaultOpen=falsehttps://feature-viewer.copilotkit.ai/langgraph/feature/agentic_generative_ui?view=code&sidebar=false&codeLayout=tabsdocs/content/docs/pydantic-ai/generative-ui/index.mdx (2)
6-6: Icon imports from lucide-react are appropriate for the new Card-based layout.The replacement of CTACards with a three-card layout using lucide-react icons improves visual consistency and aligns with the broader UI updates across the Generative UI documentation.
34-54: Card layout with correct hrefs maintains proper navigation structure.The three-card layout with relative href paths (
./backend-tools,./frontend-tools,./agentic) correctly references the co-located MDX pages. Thecol-span-2class on the Agent State card appropriately spans it across two columns.docs/content/docs/pydantic-ai/generative-ui/frontend-tools.mdx (4)
6-8: Imports for frontend-tools page are consistent with other generative UI docs.The imports for
InstallSDKSnippet,IframeSwitcher, andTabsalign with the pattern established in backend-tools and agentic pages.
10-17: Interactive demo integration via IframeSwitcher follows established pattern.The IframeSwitcher component provides an interactive example alongside code for the frontend tools feature. External URLs should be verified for accessibility.
To confirm the demo URLs are accessible and correctly resolve:
https://feature-viewer.copilotkit.ai/langgraph/feature/agentic_chat?sidebar=false&chatDefaultOpen=falsehttps://feature-viewer.copilotkit.ai/langgraph/feature/agentic_chat?view=code&sidebar=false&codeLayout=tabs
49-89: Frontend tool hook usage and implementation example are accurate.The
useFrontendToolhook is properly documented with parameters (name, description, parameters array, handler, render) that enable client-side tool execution. The example correctly demonstrates both the handler function and render component.
100-119: Agent setup for frontend tools is correctly documented.The Python agent setup correctly indicates that frontend tools registered with
useFrontendToolare automatically available through the AG-UI protocol, with no additional agent configuration needed.docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdx (6)
2-3: Title and icon updates reflect the backend-tools focus.The title change to "Backend Tools" with the
lucide/Servericon correctly positions this page within the generative UI documentation hierarchy.
7-9: New imports align with refactored documentation pattern.The imports for
IframeSwitcher,Tabs, and the newDefaultToolRenderingsnippet are consistent with the broader documentation restructuring to use interactive iframe-based examples.
11-18: Interactive demo component replaces static video.The
IframeSwitchercomponent provides a dynamic demo and code viewing experience. External URLs need verification for accessibility.To confirm the demo URLs are accessible:
https://feature-viewer.copilotkit.ai/langgraph/feature/backend_tool_rendering?sidebar=false&chatDefaultOpen=falsehttps://feature-viewer.copilotkit.ai/langgraph/feature/backend_tool_rendering?view=code&sidebar=false&codeLayout=tabs
78-78: Hook rename from useCopilotAction to useRenderToolCall is correctly applied.The useRenderToolCall hook is the new API for rendering tool calls, and it does not accept an "available" property, which aligns with the updated implementation shown in the code example.
Also applies to: 86-86
92-102: Updated hook signature matches the new useRenderToolCall API.The render function now destructures
{status, args}and removes any "available" property usage, which is consistent with the new useRenderToolCall API that doesn't accept "available" and instead relies on guarding the hook call to disable or hide tools. The conditional rendering logic correctly differentiates between pending and complete states.
126-128: DefaultToolRendering component is imported and used for default UI showcase.The new
DefaultToolRenderingsnippet is imported and rendered at the end of the page. Verify that this snippet file exists at the expected path and that thecomponentsprop is correctly passed from the MDX context.Please verify:
- The snippet file exists at:
docs/content/@/snippets/shared/guides/default-tool-rendering.mdx- The
componentsprop passed toDefaultToolRenderingis available in the MDX rendering context (typically provided by the documentation framework)
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Signed-off-by: Tyler Slaton <tyler@copilotkit.ai>
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⏭️ Changeset Not RequiredLatest commit: 110d340 No changes in this PR affected the Changeset is not required for this PR. |
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🧹 Nitpick comments (5)
docs/content/docs/pydantic-ai/generative-ui/index.mdx (1)
32-32: Minor grammar improvement: change "going to be backing" to "will be backing".The phrasing at line 32 can be tightened for better clarity and conciseness.
Apply this diff:
- To get started, you first need to decide what is going to be backing your generative UI. There are three main variants of Generative UI with CopilotKit. + To get started, you first need to decide what will be backing your generative UI. There are three main variants of Generative UI with CopilotKit.docs/content/docs/pydantic-ai/agentic-chat-ui.mdx (2)
29-29: Fix article usage and grammar.Two minor corrections needed in this line:
- "a agentic" should be "an agentic" (article agreement)
- Static analysis also flags other style improvements in nearby paragraphs
Apply this diff:
- If you've gone through the [getting started guide](/pydantic-ai/quickstart) **you already have a agentic chat UI setup**! Nothing else is needed + If you've gone through the [getting started guide](/pydantic-ai/quickstart) **you already have an agentic chat UI setup**! Nothing else is needed
26-26: Consider tightening style in nearby paragraphs.The static analysis tool flags:
- Line 26: "variety of different components" → consider "multiple components" or "various components" for conciseness
- Line 34: "agent native applications" → should be hyphenated as "agent-native applications"
These are minor readability improvements and can be deferred if not a priority.
Also applies to: 34-34
docs/content/docs/pydantic-ai/generative-ui/frontend-tools.mdx (1)
24-24: Fix redundant phrasing and verify link target.Line 24 has two issues:
- Phrasing: "This can be utilized for to let" contains redundant "for to". Should be: "This can be used to let" or "This can be utilized to let".
- Link verification: The href
/pydantic-ai/frontend-actionsshould be verified. If this page doesn't exist or is deprecated, consider updating it to reference relevant documentation.Apply this diff for the phrasing:
- This can be utilized for to let [your agent control the UI](/pydantic-ai/frontend-actions), [generative UI](/pydantic-ai/generative-ui/frontend-tools), or for Human-in-the-loop interactions. + This can be used to let [your agent control the UI](/pydantic-ai/frontend-actions), [generative UI](/pydantic-ai/generative-ui/frontend-tools), or for Human-in-the-loop interactions.Confirm that the link target
/pydantic-ai/frontend-actionsis correct and accessible, or update it if the page structure has changed.docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdx (1)
12-19: Dual demo pattern: IframeSwitcher plus preserved video creates redundancy.The file introduces IframeSwitcher for an interactive demo (lines 12-19) but then preserves an inline video embed (lines 109-117) showing the same functionality. Consider whether both are necessary or if the interactive iframe demo is sufficient. This may create user confusion about which demo to reference.
Evaluate whether the standalone video at lines 109-117 is still needed given the interactive IframeSwitcher demo. If the iframe provides the same demonstration, consider removing the video or clearly distinguishing its purpose (e.g., if it shows a different use case or advanced scenario).
Also applies to: 109-117
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📒 Files selected for processing (45)
docs/components/react/quickstart-dropdown.tsx(2 hunks)docs/content/docs/adk/shared-state/in-app-agent-read.mdx(1 hunks)docs/content/docs/agno/quickstart.mdx(7 hunks)docs/content/docs/crewai-crews/shared-state/in-app-agent-read.mdx(1 hunks)docs/content/docs/crewai-flows/shared-state/in-app-agent-read.mdx(1 hunks)docs/content/docs/direct-to-llm/tutorials/ai-powered-textarea/step-2-setup-copilotkit.mdx(1 hunks)docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx(1 hunks)docs/content/docs/langgraph/coagent-troubleshooting/common-coagent-issues.mdx(5 hunks)docs/content/docs/langgraph/persistence/loading-message-history.mdx(3 hunks)docs/content/docs/langgraph/quickstart.mdx(1 hunks)docs/content/docs/langgraph/shared-state/in-app-agent-read.mdx(3 hunks)docs/content/docs/langgraph/shared-state/index.mdx(1 hunks)docs/content/docs/mastra/quickstart.mdx(5 hunks)docs/content/docs/microsoft-agent-framework/shared-state/in-app-agent-read.mdx(2 hunks)docs/content/docs/pydantic-ai/agentic-chat-ui.mdx(1 hunks)docs/content/docs/pydantic-ai/concepts/agentic-copilots.mdx(0 hunks)docs/content/docs/pydantic-ai/concepts/meta.json(0 hunks)docs/content/docs/pydantic-ai/concepts/pydantic-ai.mdx(0 hunks)docs/content/docs/pydantic-ai/concepts/state.mdx(0 hunks)docs/content/docs/pydantic-ai/concepts/terminology.mdx(0 hunks)docs/content/docs/pydantic-ai/frontend-actions.mdx(0 hunks)docs/content/docs/pydantic-ai/generative-ui/agentic.mdx(6 hunks)docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdx(4 hunks)docs/content/docs/pydantic-ai/generative-ui/frontend-tools.mdx(1 hunks)docs/content/docs/pydantic-ai/generative-ui/index.mdx(3 hunks)docs/content/docs/pydantic-ai/generative-ui/meta.json(1 hunks)docs/content/docs/pydantic-ai/human-in-the-loop.mdx(1 hunks)docs/content/docs/pydantic-ai/human-in-the-loop/agent.mdx(0 hunks)docs/content/docs/pydantic-ai/human-in-the-loop/index.mdx(0 hunks)docs/content/docs/pydantic-ai/human-in-the-loop/meta.json(0 hunks)docs/content/docs/pydantic-ai/index.mdx(1 hunks)docs/content/docs/pydantic-ai/meta.json(1 hunks)docs/content/docs/pydantic-ai/multi-agent-flows.mdx(0 hunks)docs/content/docs/pydantic-ai/premium/frontend-actions.mdx(1 hunks)docs/content/docs/pydantic-ai/quickstart.mdx(1 hunks)docs/content/docs/pydantic-ai/quickstart/meta.json(0 hunks)docs/content/docs/pydantic-ai/quickstart/pydantic-ai.mdx(0 hunks)docs/content/docs/pydantic-ai/shared-state/in-app-agent-read.mdx(6 hunks)docs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx(6 hunks)docs/content/docs/pydantic-ai/shared-state/index.mdx(0 hunks)docs/content/docs/pydantic-ai/shared-state/meta.json(1 hunks)docs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdx(6 hunks)docs/next.config.mjs(1 hunks)docs/snippets/component-examples.mdx(1 hunks)docs/snippets/integrations/pydantic-ai/run-and-connect.mdx(1 hunks)
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- docs/content/docs/pydantic-ai/concepts/agentic-copilots.mdx
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- docs/content/docs/pydantic-ai/quickstart/meta.json
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✅ Files skipped from review due to trivial changes (1)
- docs/content/docs/direct-to-llm/tutorials/ai-powered-textarea/step-2-setup-copilotkit.mdx
🚧 Files skipped from review as they are similar to previous changes (19)
- docs/content/docs/adk/shared-state/in-app-agent-read.mdx
- docs/content/docs/pydantic-ai/shared-state/meta.json
- docs/content/docs/pydantic-ai/generative-ui/meta.json
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📓 Path-based instructions (3)
**/*.{js,jsx,ts,tsx}
📄 CodeRabbit inference engine (.cursor/rules/development-workflow.mdc)
Use ESLint configuration from CopilotKit/utilities/eslint-config-custom for consistent linting across the monorepo
Files:
docs/components/react/quickstart-dropdown.tsx
docs/components/react/**/*.{ts,tsx}
📄 CodeRabbit inference engine (.cursor/rules/development-workflow.mdc)
Use React component examples from docs/components/react for documentation demonstrations
Files:
docs/components/react/quickstart-dropdown.tsx
**/*.{ts,tsx}
📄 CodeRabbit inference engine (.cursor/rules/frontend-development.mdc)
**/*.{ts,tsx}: Use TypeScript for better type safety in React component development
Implement proper error handling in React components
Use CopilotKit provided hooks (useCopilotChat, useCopilotAction, useCopilotReadable) and utilities in React components
Maintain consistent styling with Tailwind CSS in UI components
Implement responsive design in UI components
Use CopilotProvider at the root of the application to wrap all app components
**/*.{ts,tsx}: Use 'auto' mode (default) in CopilotChat suggestions prop to generate suggestions automatically at the start of chat and after every turn
Use 'manual' mode in CopilotChat suggestions prop only when you need full programmatic control via setSuggestions or generateSuggestions from useCopilotChat hook
Configure suggestions via useCopilotChatSuggestions hook to register configuration for auto-generation system
Files:
docs/components/react/quickstart-dropdown.tsx
🧠 Learnings (30)
📓 Common learnings
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/development-workflow.mdc:0-0
Timestamp: 2025-11-26T15:00:36.970Z
Learning: Applies to docs/components/react/**/*.{ts,tsx} : Use React component examples from docs/components/react for documentation demonstrations
📚 Learning: 2025-11-26T15:00:55.744Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/frontend-development.mdc:0-0
Timestamp: 2025-11-26T15:00:55.744Z
Learning: Applies to **/*.{ts,tsx} : Use CopilotKit provided hooks (useCopilotChat, useCopilotAction, useCopilotReadable) and utilities in React components
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdxdocs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/snippets/component-examples.mdxdocs/content/docs/pydantic-ai/generative-ui/index.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:32.085Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/suggestions-development.mdc:0-0
Timestamp: 2025-11-26T15:01:32.085Z
Learning: Applies to **/*{suggestions,Suggestions}*.{ts,tsx} : When working with suggestions in CopilotKit, load the Suggestions development guide
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdxdocs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/content/docs/pydantic-ai/generative-ui/index.mdx
📚 Learning: 2025-11-26T15:01:32.085Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/suggestions-development.mdc:0-0
Timestamp: 2025-11-26T15:01:32.085Z
Learning: Applies to **/*.{ts,tsx} : Use 'manual' mode in CopilotChat suggestions prop only when you need full programmatic control via setSuggestions or generateSuggestions from useCopilotChat hook
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx
📚 Learning: 2025-11-26T15:01:32.085Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/suggestions-development.mdc:0-0
Timestamp: 2025-11-26T15:01:32.085Z
Learning: Applies to **/*.{ts,tsx} : Configure suggestions via useCopilotChatSuggestions hook to register configuration for auto-generation system
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx
📚 Learning: 2025-11-26T15:01:32.085Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/suggestions-development.mdc:0-0
Timestamp: 2025-11-26T15:01:32.085Z
Learning: Applies to **/*.{ts,tsx} : Use 'auto' mode (default) in CopilotChat suggestions prop to generate suggestions automatically at the start of chat and after every turn
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx
📚 Learning: 2025-11-26T15:00:55.744Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/frontend-development.mdc:0-0
Timestamp: 2025-11-26T15:00:55.744Z
Learning: Applies to **/*.{ts,tsx} : Use CopilotProvider at the root of the application to wrap all app components
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdxdocs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/snippets/component-examples.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:22.336Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/copilotkit-architecture.mdc:0-0
Timestamp: 2025-11-26T15:00:22.336Z
Learning: React packages including react-core, react-textarea, and react-ui should be located in the CopilotKit/packages/ directory structure
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: Frontend applications should follow the pattern: Next.js app with CopilotProvider and CopilotChat component
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdxdocs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/snippets/component-examples.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/generative-ui/index.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:32.085Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/suggestions-development.mdc:0-0
Timestamp: 2025-11-26T15:01:32.085Z
Learning: Applies to **/*use-copilot-chat*.{ts,tsx} : Use effect dependencies properly to handle timing between configuration registration and suggestion generation without requiring timeouts
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx
📚 Learning: 2025-11-26T15:00:36.970Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/development-workflow.mdc:0-0
Timestamp: 2025-11-26T15:00:36.970Z
Learning: Follow established code patterns in existing CopilotKit code when adding new features
Applied to files:
docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx
📚 Learning: 2025-11-26T15:00:13.211Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/agent-development.mdc:0-0
Timestamp: 2025-11-26T15:00:13.211Z
Learning: Applies to **/agent-py/**/*.py : Use CrewAI integration from copilotkit.crewai for CrewAI-based agents
Applied to files:
docs/content/docs/pydantic-ai/index.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: For developing Python agents, use the sdk-python package and reference copilotkit/agent.py for the main agent class
Applied to files:
docs/content/docs/pydantic-ai/index.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:22.337Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/copilotkit-architecture.mdc:0-0
Timestamp: 2025-11-26T15:00:22.337Z
Learning: Python SDK should include integrations for CrewAI agents, LangGraph, and OpenAI in the sdk-python/copilotkit/ directory structure
Applied to files:
docs/content/docs/pydantic-ai/index.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:13.211Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/agent-development.mdc:0-0
Timestamp: 2025-11-26T15:00:13.211Z
Learning: Applies to **/agent-py/**/*.py : Import agent components from the copilotkit package in Python agents
Applied to files:
docs/content/docs/pydantic-ai/index.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: For building a simple Copilot, start with the copilot-chat-with-your-data example, use react-core for basic integration, and add react-ui for pre-built components
Applied to files:
docs/content/docs/pydantic-ai/index.mdxdocs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/snippets/component-examples.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/generative-ui/index.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:13.211Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/agent-development.mdc:0-0
Timestamp: 2025-11-26T15:00:13.211Z
Learning: Applies to **/agent-js/**/tsconfig.json : Configure TypeScript with proper types for JavaScript agents
Applied to files:
docs/content/docs/crewai-crews/shared-state/in-app-agent-read.mdx
📚 Learning: 2025-11-26T15:00:36.970Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/development-workflow.mdc:0-0
Timestamp: 2025-11-26T15:00:36.970Z
Learning: Applies to docs/components/react/**/*.{ts,tsx} : Use React component examples from docs/components/react for documentation demonstrations
Applied to files:
docs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/snippets/component-examples.mdx
📚 Learning: 2025-11-26T15:00:13.211Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/agent-development.mdc:0-0
Timestamp: 2025-11-26T15:00:13.211Z
Learning: Start with a simple agent template when developing new agents
Applied to files:
docs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:22.337Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/copilotkit-architecture.mdc:0-0
Timestamp: 2025-11-26T15:00:22.337Z
Learning: Example projects should follow the pattern of having agent/ or agent-py/ for backend implementation, ui/ for Next.js frontend, and README.md for documentation
Applied to files:
docs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: Backend agents should implement the pattern: Python or Node.js agent with actions and state management
Applied to files:
docs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: For customizing UI components, browse the registry for reusable components, check docs/components/react for documentation, and use react-ui for pre-built components
Applied to files:
docs/content/docs/pydantic-ai/agentic-chat-ui.mdxdocs/snippets/component-examples.mdxdocs/content/docs/pydantic-ai/generative-ui/index.mdx
📚 Learning: 2025-11-26T15:00:44.788Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/examples-and-demos.mdc:0-0
Timestamp: 2025-11-26T15:00:44.788Z
Learning: Applies to examples/*/ui/ : Structure frontend implementation in a `ui/` directory containing Next.js application within example projects
Applied to files:
docs/content/docs/pydantic-ai/agentic-chat-ui.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: For developing JavaScript agents, use the sdk-js package from CopilotKit/packages/sdk-js and reference coagents-starter/agent-js for examples
Applied to files:
docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:13.211Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/agent-development.mdc:0-0
Timestamp: 2025-11-26T15:00:13.211Z
Learning: Applies to **/agent-js/**/package.json : Install copilotkit/sdk-js package for JavaScript agents
Applied to files:
docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:44.788Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/examples-and-demos.mdc:0-0
Timestamp: 2025-11-26T15:00:44.788Z
Learning: Run examples by navigating to the example directory, installing dependencies with `npm install` or `pip install -r requirements.txt`, and executing `npm run dev` for the frontend and `npm run agent` or `python agent.py` for the agent
Applied to files:
docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: For integrating with CrewAI, use coagents-starter-crewai-crews for crews and coagents-starter-crewai-flows for flows
Applied to files:
docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdxdocs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:01:08.236Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/quick-reference.mdc:0-0
Timestamp: 2025-11-26T15:01:08.236Z
Learning: For creating multi-agent systems, check coagents-starter for basic setup, use coagents-routing for routing patterns, and see coagents-shared-state for state management
Applied to files:
docs/content/docs/pydantic-ai/generative-ui/agentic.mdxdocs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:55.744Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/frontend-development.mdc:0-0
Timestamp: 2025-11-26T15:00:55.744Z
Learning: Test React components with different agent configurations
Applied to files:
docs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
📚 Learning: 2025-11-26T15:00:13.211Z
Learnt from: CR
Repo: CopilotKit/CopilotKit PR: 0
File: .cursor/rules/agent-development.mdc:0-0
Timestamp: 2025-11-26T15:00:13.211Z
Learning: Applies to **/agent/**/main.py : Define agent main entry point as agent/main.py or agent/index.js for single agent pattern
Applied to files:
docs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx
🪛 LanguageTool
docs/content/docs/pydantic-ai/agentic-chat-ui.mdx
[style] ~26-~26: Consider using a more concise synonym.
Context: ...ct with your agent. CopilotKit provides a variety of different components to choose from, ea...
(A_VARIETY_OF)
[style] ~34-~34: Consider using a more concise synonym.
Context: ...should I use this? CopilotKit provides a variety of different batteries-included components...
(A_VARIETY_OF)
[grammar] ~34-~34: Use a hyphen to join words.
Context: ...omponents to choose from to create agent native applications. They scale from sim...
(QB_NEW_EN_HYPHEN)
docs/content/docs/pydantic-ai/generative-ui/index.mdx
[style] ~32-~32: Use ‘will’ instead of ‘going to’ if the following action is certain.
Context: ... started, you first need to decide what is going to be backing your generative UI. There ar...
(GOING_TO_WILL)
🔇 Additional comments (24)
docs/components/react/quickstart-dropdown.tsx (1)
22-22: Verify the updated Pydantic AI quickstart URL path exists.The URL has been simplified from
/pydantic-ai/quickstart/pydantic-aito/pydantic-ai/quickstart, which aligns with the pattern used by other frameworks (e.g.,/langgraph/quickstart,/mastra/quickstart) and matches the PR objective to canonicalize partner documentation. However, confirm that the destination page exists at this new path to prevent broken navigation links.docs/content/docs/direct-to-llm/tutorials/ai-todo-app/step-2-setup-copilotkit.mdx (1)
86-86: JSX comment syntax is now correct.Using block comment syntax
{/* [!code highlight] */}instead of line comments in JSX code blocks is the correct approach for code highlighting directives in MDX.docs/snippets/component-examples.mdx (1)
1-1: Good: top-level Tabs import for reusability.Making Tabs and Tab available at the module level enables consistent, DRY usage across all documents importing this snippet.
docs/content/docs/crewai-crews/shared-state/in-app-agent-read.mdx (1)
75-75: JSX comment syntax is correct.Block comment syntax
{/* [!code highlight] */}is the proper approach for code highlighting directives in JSX.docs/content/docs/pydantic-ai/generative-ui/index.mdx (1)
34-54: Well-structured card layout with clear navigation.The three-card design (Backend Tools, Frontend Tools, Agent State) provides a clear entry point for users exploring generative UI options. Icons enhance visual scanning, and the hrefs appropriately guide users to relevant documentation.
docs/content/docs/pydantic-ai/index.mdx (1)
16-16: Navigation path simplified for quickstart.The path has been consolidated from
/pydantic-ai/quickstart/pydantic-aito/pydantic-ai/quickstart, which aligns with navigation restructuring across the PR.Please confirm that
docs/next.config.mjsincludes a permanent redirect from the old path (/pydantic-ai/quickstart/pydantic-ai) to the new path (/pydantic-ai/quickstart) to maintain backward compatibility and avoid broken links.docs/content/docs/pydantic-ai/agentic-chat-ui.mdx (1)
13-22: Interactive demo improves user engagement.Replacing the static video with an interactive IframeSwitcher component provides users with both a live demo and accompanying code, which is more valuable than a video-only demonstration.
Verify that the IframeSwitcher component is properly exported from
@/components/content. The exampleUrl and codeUrl appear to reference external feature-viewer URLs; confirm these are accessible and stable.docs/content/docs/pydantic-ai/generative-ui/frontend-tools.mdx (2)
11-18: Well-structured interactive demo.The IframeSwitcher component provides both a live demo and code view, which is excellent for helping users understand frontend tools in practice.
36-135: Comprehensive implementation guide.The step-by-step implementation with code examples covering
useFrontendToolhook, agent setup, and integration patterns is thorough and well-organized. The tabs for language selection and the final video demonstration are helpful additions.docs/content/docs/pydantic-ai/shared-state/predictive-state-updates.mdx (2)
12-21: Interactive demo improves clarity.Replacing the static video with an interactive IframeSwitcher component lets users explore the feature in action while viewing corresponding code, providing a better learning experience than video alone.
158-158: Excellent: standardized agent naming and added critical warning.Three improvements here:
- Agent name standardized to
my_agentthroughout the examples (lines 158, 162) for consistency with quickstart guidance.- Added "MUST match the agent name in CopilotRuntime" inline comments (lines 158, 162).
- Added warning Callout (lines 196-198) highlighting the critical requirement for exact name matching.
This combination of standardized naming, inline guidance, and prominent warnings significantly reduces the likelihood of configuration errors when users implement this pattern.
Also applies to: 162-162, 196-198
docs/content/docs/pydantic-ai/generative-ui/agentic.mdx (6)
141-141: Agent name consistency and runtime configuration matching is well-documented.The use of
"my_agent"is consistent across useCoAgentStateRender and useCoAgent hooks, and the Callout warnings at lines 159-161 and 207-209 appropriately alert users to the requirement that this name must match CopilotRuntime configuration. Good attention to this critical matching requirement.Also applies to: 186-186
42-115: I'll help you verify the imports and API signatures mentioned in the review comment. Let me search the pydantic_ai codebase to confirm these modules and their APIs exist.
<function_calls>
#!/bin/bashSearch for ag_ui module and related imports in the repository
find . -type f -name "*.py" | head -20
</function_calls>
<function_calls>
#!/bin/bashLook for ag_ui related files and directories
fd -type f -name "ag_ui" 2>/dev/null || echo "No ag_ui files found with fd"
</function_calls>
<function_calls>
#!/bin/bashSearch for StateDeps in the codebase
rg -n "StateDeps" --type py 2>/dev/null | head -20
</function_calls>
<function_calls>
#!/bin/bashSearch for StateSnapshotEvent in the codebase
rg -n "StateSnapshotEvent" --type py 2>/dev/null | head -20
</function_calls>
<function_calls>
#!/bin/bashSearch for to_ag_ui method
rg -n "to_ag_ui" --type py 2>/dev/null | head -20
</function_calls>
<function_calls>
#!/bin/bashList the main directory structure to understand the repo layout
ls -la
</function_calls>
<function_calls>
#!/bin/bashCheck pydantic_ai module structure
find . -type d -name "pydantic_ai" -o -type d -name "pydantic-ai" 2>/dev/null | head -5
</function_calls>
<function_calls>
#!/bin/bashLook for Python source files in common locations
ls -la python/ 2>/dev/null || ls -la pydantic_ai/ 2>/dev/null || ls -la src/ 2>/dev/null || echo "Checking root Python files..."
find . -maxdepth 3 -name "init.py" -type f | head -10
</function_calls>
<function_calls>
pydantic_ai StateDeps ag_ui StateSnapshotEvent EventType
</function_calls>
64-89: Tool return types are correct per Pydantic AI AG-UI documentation.The
StateSnapshotEventreturn type andEventType.STATE_SNAPSHOTconstant are used correctly. This matches the documented Pydantic AI AG-UI pattern for tools that send state snapshots:StateSnapshotEvent(type=EventType.STATE_SNAPSHOT, snapshot=state).
6-9: Based on my investigation:IframeSwitcher: The web search confirmed this is not a Fumadocs library component. Since it's imported from
@/components/content(a path alias), it's a custom/local component in this project. Without codebase access, I cannot verify if it's properly exported from that path.Tabs import: While
fumadocs-ui/components/tabsis a legitimate Fumadocs component library, the original concern about whether it's actually used in the file remains unresolved without seeing the full file content.The repository cloning failures prevent me from accessing the codebase to complete this verification. The concerns raised in the original review comment are reasonable and warrant investigation, but I cannot definitively confirm or refute them without direct access to:
- The full
agentic.mdxfile to search for all Tabs/Tab references- The
@/components/contentmodule to verify IframeSwitcher export
47-49: Imports are valid and available in current Pydantic AI version.Both imports are documented and available in the official Pydantic AI SDK:
StateDepsis correctly imported frompydantic_ai.ag_uiStateSnapshotEventandEventTypeare correctly imported fromag_ui.coreThese are part of Pydantic AI's AG-UI integration module and are properly documented in the official API reference.
11-18: Both IframeSwitcher URLs are valid and accessible.Verification confirms that both feature-viewer endpoints are live, functional CopilotKit demo pages displaying the Agentic Generative UI interactive demo and corresponding code examples with the specified query parameters working as intended. No URL accessibility issues detected.
docs/content/docs/pydantic-ai/shared-state/in-app-agent-write.mdx (3)
80-80: Agent naming and runtime configuration matching is consistent.The file maintains consistent use of
"my_agent"across both code examples (lines 104, 158) and includes appropriate Callout warnings at lines 128-130 about matching CopilotRuntime configuration. This follows the same pattern as agentic.mdx and properly emphasizes this critical requirement.Also applies to: 104-104, 158-158
43-85: I'll help you verify the concerns in this review comment. Let me start by checking the Pydantic AI codebase to confirm the validity of the@agent.instructions()decorator API and the dedent import.
<function_calls>
#!/bin/bashSearch for the @agent.instructions decorator definition in pydantic_ai
rg -n "instructions" --type python -C 3 | head -100
</function_calls>
<function_calls>
Pydantic AI @agent.instructions decorator API documentation
</function_calls>
51-77: All patterns verified as correct.The
AgentStatestructure,StateDeps[AgentState]configuration, and@agent.instructions()decorator pattern are all correct per Pydantic AI documentation. Thectx.deps.state.languageaccess pattern in theRunContext[StateDeps[AgentState]]context is the proper way to retrieve state within instruction methods.docs/content/docs/pydantic-ai/generative-ui/backend-tools.mdx (4)
121-123: It appears there's a repository identification issue. The file path referencesdocs/content/docs/pydantic-ai/generative-ui/backend-tools.mdx, which suggests this is from the pydantic-ai project, but the system attempted to clone a different repository (CopilotKit/CopilotKit).Could you clarify which repository contains this file? Is it:
pydantic-dev/pydantic-ai, or- A different organization/project?
Once you confirm the correct repository URL or name, I can proceed with the verification.
7-10: Unfortunately, I'm unable to clone the CopilotKit/CopilotKit repository to verify the file existence and exports. This appears to be a temporary infrastructure limitation in the sandbox environment.The DefaultToolRendering component import path cannot be verified at this time.
The review comment's concern about verifying that the
DefaultToolRenderingcomponent is properly exported from@/snippets/shared/guides/default-tool-rendering.mdx(line 9) remains valid but requires manual verification or successful repository access. You should:
- Confirm the file exists at the expected path in the repository
- Verify that
DefaultToolRenderingis exported from that MDX file- Ensure the
@alias correctly resolves to thesnippetsdirectory path
73-73: Verification inconclusive—hook exists but official documentation is incomplete.The web search confirms that
useRenderToolCallis a real hook in@copilotkit/react-corethat replaces the deprecateduseCopilotAction. However, the claim in the review comment appears partially contradicted:Key findings:
- ✓ Hook rename (
useCopilotAction→useRenderToolCall) is confirmed- ✓ Hook exposes
statusandargsfields- ✗ The review claims the hook "removes the
availableproperty," but the first web search result explicitly listsavailable (boolean)as a field exposed byuseRenderToolCall- ? The exact callback parameter structure (
{status, args}) cannot be definitively verified due to broken official documentationAdditional context: GitHub issue #2625 in the CopilotKit repository notes that documentation for
useRenderToolCalland related hooks has broken images and incomplete coverage, making it difficult to verify the exact API surface without access to the source code.Since the repository cannot be cloned and official docs are acknowledged as broken, manual verification of the exact hook implementation is required to confirm whether
availablewas actually removed or if the review comment mischaracterizes the API.
81-99: Based on my verification through multiple web searches, I have gathered sufficient information about theuseRenderToolCallrender callback parameter structure. Here is my final output:
Render callback parameter structure {status, args} is correct and properly used.
Verification confirms:
{status, args}is the correct destructuring pattern for the render callback parameters inuseRenderToolCallstatusreceives string values including"complete"(valid for checking against"complete")argscontains the tool input parameters and correctly exposes properties likeargs.location- The conditional rendering logic is correct:
status !== "complete"shows the loading state, andstatus === "complete"shows the completion stateNo issues found with the parameter structure or conditional logic.
Signed-off-by: Tyler Slaton <tyler@copilotkit.ai> Co-authored-by: Tyler Slaton <tyler@copilotkit.ai>
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What does this PR do?
Canonicalizes partner docs for Pydantic AI
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