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5c0b037e2c
* Add support for the Sequential Builder. Add samples. Add tests * AgentExecutor: always compute full convo during response * Upgrade azure-ai-agents ToolOutput to FunctionToolOutput * Explicit notes around allows types for custom agent executors
107 lines
3.7 KiB
Python
107 lines
3.7 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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from collections.abc import AsyncIterable
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from typing import Any
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import pytest
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from agent_framework import (
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AgentRunResponse,
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AgentRunResponseUpdate,
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AgentThread,
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BaseAgent,
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ChatMessage,
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Role,
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TextContent,
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)
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from agent_framework_workflow import (
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Executor,
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SequentialBuilder,
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WorkflowCompletedEvent,
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WorkflowContext,
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handler,
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)
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class _EchoAgent(BaseAgent):
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"""Simple agent that appends a single assistant message with its name."""
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async def run( # type: ignore[override]
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self,
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messages: str | ChatMessage | list[str] | list[ChatMessage] | None = None,
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*,
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thread: AgentThread | None = None,
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**kwargs: Any,
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) -> AgentRunResponse:
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return AgentRunResponse(messages=[ChatMessage(role=Role.ASSISTANT, text=f"{self.display_name} reply")])
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async def run_stream( # type: ignore[override]
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self,
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messages: str | ChatMessage | list[str] | list[ChatMessage] | None = None,
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*,
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thread: AgentThread | None = None,
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**kwargs: Any,
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) -> AsyncIterable[AgentRunResponseUpdate]:
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# Minimal async generator with one assistant update
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yield AgentRunResponseUpdate(contents=[TextContent(text=f"{self.display_name} reply")])
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class _SummarizerExec(Executor):
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"""Custom executor that summarizes by appending a short assistant message."""
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@handler
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async def summarize(self, conversation: list[ChatMessage], ctx: WorkflowContext[list[ChatMessage]]) -> None:
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user_texts = [m.text for m in conversation if m.role == Role.USER]
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agents = [m.author_name or m.role for m in conversation if m.role == Role.ASSISTANT]
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summary = ChatMessage(role=Role.ASSISTANT, text=f"Summary of users:{len(user_texts)} agents:{len(agents)}")
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await ctx.send_message(list(conversation) + [summary])
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def test_sequential_builder_rejects_empty_participants() -> None:
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with pytest.raises(ValueError):
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SequentialBuilder().participants([])
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async def test_sequential_agents_append_to_context() -> None:
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a1 = _EchoAgent(id="agent1", name="A1")
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a2 = _EchoAgent(id="agent2", name="A2")
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wf = SequentialBuilder().participants([a1, a2]).build()
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completed: WorkflowCompletedEvent | None = None
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async for ev in wf.run_stream("hello sequential"):
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if isinstance(ev, WorkflowCompletedEvent):
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completed = ev
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break
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assert completed is not None
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assert isinstance(completed.data, list)
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msgs: list[ChatMessage] = completed.data # type: ignore[assignment]
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assert len(msgs) == 3
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assert msgs[0].role == Role.USER and "hello sequential" in msgs[0].text
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assert msgs[1].role == Role.ASSISTANT and (msgs[1].author_name == "A1" or True)
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assert msgs[2].role == Role.ASSISTANT and (msgs[2].author_name == "A2" or True)
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assert "A1 reply" in msgs[1].text
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assert "A2 reply" in msgs[2].text
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async def test_sequential_with_custom_executor_summary() -> None:
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a1 = _EchoAgent(id="agent1", name="A1")
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summarizer = _SummarizerExec(id="summarizer")
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wf = SequentialBuilder().participants([a1, summarizer]).build()
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completed: WorkflowCompletedEvent | None = None
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async for ev in wf.run_stream("topic X"):
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if isinstance(ev, WorkflowCompletedEvent):
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completed = ev
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break
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assert completed is not None
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msgs: list[ChatMessage] = completed.data # type: ignore[assignment]
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# Expect: [user, A1 reply, summary]
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assert len(msgs) == 3
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assert msgs[0].role == Role.USER
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assert msgs[1].role == Role.ASSISTANT and "A1 reply" in msgs[1].text
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assert msgs[2].role == Role.ASSISTANT and msgs[2].text.startswith("Summary of users:")
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