mirror of
https://github.com/CopilotKit/CopilotKit.git
synced 2026-09-14 16:26:20 +08:00
David Sanchez
d19bd0f81c
Agent.to_ag_ui(), AGUIApp and the pydantic_ai.ag_ui module were removed in Pydantic AI v2. The docs installed pydantic-ai unpinned, so anyone following the quickstart got 2.22.0 and failed first at dependency resolution (starlette==0.45.3 conflicts with the >=0.46.2 the ag-ui extra needs) and then at AttributeError. - 8 doc pages under showcase/shell-docs .../integrations/pydantic-ai serve the agent from a Starlette route via AGUIAdapter.dispatch_request - StateDeps moves from pydantic_ai.ag_ui to pydantic_ai.ui - stateful snippets build StateDeps per request; dispatch_request writes the client's state into deps.state, so a shared instance leaks state between users - install commands exact-pin pydantic-ai-slim==2.22.0 and ag-ui-protocol==0.1.19 - examples/canvas/pydantic-ai and examples/showcases/pydantic-ai-todos ported and pinned, todos relocked - skills/copilotkit-integrations reference updated to the same shape showcase/integrations/pydantic-ai is deliberately untouched; it is tracked separately.
129 lines
3.6 KiB
Python
129 lines
3.6 KiB
Python
"""
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Tools for the todo agent.
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Tools are functions that the AI agent can call to interact with the todo list.
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Each tool receives a RunContext which contains:
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- deps: Dependencies (in our case, StateDeps wrapping TodoState)
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- usage: Token usage information
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- messages: Conversation history
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Tools that modify state return a StateSnapshotEvent, which tells AG-UI to
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update the frontend with the new state.
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"""
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from __future__ import annotations
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from uuid import uuid4
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from ag_ui.core import EventType, StateSnapshotEvent
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from pydantic_ai import RunContext
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from pydantic_ai.ui import StateDeps
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from models import TodoItem, TodoState, TodoStatus
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def _as_state_snapshot(ctx: RunContext[StateDeps[TodoState]]) -> StateSnapshotEvent:
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"""
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Helper to create a state snapshot event for AG-UI.
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When tools return this, AG-UI knows to update the frontend with the new state.
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"""
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return StateSnapshotEvent(type=EventType.STATE_SNAPSHOT, snapshot=ctx.deps.state)
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def get_todos(ctx: RunContext[StateDeps[TodoState]]) -> list[TodoItem]:
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"""
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Get the current list of todos. Always use this before making changes or answering questions.
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"""
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return ctx.deps.state.todos
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async def add_todos(
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ctx: RunContext[StateDeps[TodoState]],
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titles: list[str],
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descriptions: list[str | None] | None = None,
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statuses: list[TodoStatus] | None = None,
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) -> StateSnapshotEvent:
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"""
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Create new todos and append them to the board.
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The LLM can add multiple todos at once by providing lists of titles,
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descriptions, and statuses. UUIDs are auto-generated.
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"""
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descriptions = descriptions or [None] * len(titles)
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statuses = statuses or [TodoStatus.TODO] * len(titles)
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for title, description, status in zip(titles, descriptions, statuses):
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ctx.deps.state.todos.append(
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TodoItem(
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id=str(uuid4()),
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title=title,
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description=description,
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status=status,
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)
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)
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return _as_state_snapshot(ctx)
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async def update_todo(
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ctx: RunContext[StateDeps[TodoState]],
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id: str,
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title: str | None = None,
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description: str | None = None,
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status: TodoStatus | None = None,
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) -> StateSnapshotEvent:
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"""
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Update a todo in place if it exists.
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Only the provided fields are updated - others remain unchanged.
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This is commonly used to move todos between columns (changing status).
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"""
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for todo in ctx.deps.state.todos:
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if todo.id == id:
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if title is not None:
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todo.title = title
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if description is not None:
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todo.description = description
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if status is not None:
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todo.status = status
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break
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return _as_state_snapshot(ctx)
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async def delete_todos(
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ctx: RunContext[StateDeps[TodoState]], id: list[str]
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) -> StateSnapshotEvent:
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"""Remove todos matching the provided IDs."""
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ctx.deps.state.todos = [todo for todo in ctx.deps.state.todos if todo.id not in id]
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return _as_state_snapshot(ctx)
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async def set_todos(
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ctx: RunContext[StateDeps[TodoState]], todos: list[TodoItem]
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) -> StateSnapshotEvent:
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"""Replace the entire todo list with the provided items."""
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ctx.deps.state.todos = todos
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return _as_state_snapshot(ctx)
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async def demonstrate_error() -> str:
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"""Intentionally raise an error to demonstrate UI handling."""
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raise ValueError(
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"This is a deliberate error to show error handling! The agent will gracefully recover."
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)
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# All tools available to the agent
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tools = [
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get_todos,
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add_todos,
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update_todo,
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delete_todos,
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set_todos,
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demonstrate_error,
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]
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