Python: basic python a2a support (#906)

* basic python a2a support

* fixes

* small fixes

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
This commit is contained in:
Giles Odigwe
2025-09-29 10:53:45 -07:00
committed by GitHub
Unverified
parent fe6492ce60
commit c102706146
13 changed files with 1296 additions and 2 deletions
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MIT License
Copyright (c) Microsoft Corporation.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE
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# Get Started with Microsoft Agent Framework A2A
Please install this package as the extra for `agent-framework`:
```bash
pip install agent-framework[a2a]
```
## A2A Agent Integration
The A2A agent integration enables communication with remote A2A-compliant agents using the standardized A2A protocol. This allows your Agent Framework applications to connect to agents running on different platforms, languages, or services.
### Basic Usage Example
See the [A2A agent examples](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/agents/a2a/) which demonstrate:
- Connecting to remote A2A agents
- Sending messages and receiving responses
- Handling different content types (text, files, data)
- Streaming responses and real-time interaction
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# Copyright (c) Microsoft. All rights reserved.
import importlib.metadata
from ._agent import A2AAgent
try:
__version__ = importlib.metadata.version(__name__)
except importlib.metadata.PackageNotFoundError:
__version__ = "0.0.0" # Fallback for development mode
__all__ = [
"A2AAgent",
"__version__",
]
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# Copyright (c) Microsoft. All rights reserved.
import base64
import json
import re
import uuid
from collections.abc import AsyncIterable, Sequence
from typing import Any
import httpx
from a2a.client import Client, ClientConfig, ClientFactory, minimal_agent_card
from a2a.types import (
AgentCard,
Artifact,
FilePart,
FileWithBytes,
FileWithUri,
Message,
Task,
TaskState,
TextPart,
TransportProtocol,
)
from a2a.types import Message as A2AMessage
from a2a.types import Part as A2APart
from a2a.types import Role as A2ARole
from agent_framework import (
AgentRunResponse,
AgentRunResponseUpdate,
AgentThread,
BaseAgent,
ChatMessage,
Contents,
DataContent,
Role,
TextContent,
UriContent,
prepend_agent_framework_to_user_agent,
)
__all__ = ["A2AAgent"]
URI_PATTERN = re.compile(r"^data:(?P<media_type>[^;]+);base64,(?P<base64_data>[A-Za-z0-9+/=]+)$")
TERMINAL_TASK_STATES = [
TaskState.completed,
TaskState.failed,
TaskState.canceled,
TaskState.rejected,
]
def _get_uri_data(uri: str) -> str:
match = URI_PATTERN.match(uri)
if not match:
raise ValueError(f"Invalid data URI format: {uri}")
return match.group("base64_data")
class A2AAgent(BaseAgent):
"""Agent-to-Agent (A2A) protocol implementation.
Wraps an A2A Client to connect the Agent Framework with external A2A-compliant agents
via HTTP/JSON-RPC. Converts framework ChatMessages to A2A Messages on send, and converts
A2A responses (Messages/Tasks) back to framework types. Inherits BaseAgent capabilities
while managing the underlying A2A protocol communication.
Can be initialized with a URL, AgentCard, or existing A2A Client instance.
"""
client: Client
_http_client: httpx.AsyncClient | None = None
def __init__(
self,
*,
name: str | None = None,
id: str | None = None,
description: str | None = None,
agent_card: AgentCard | None = None,
url: str | None = None,
client: Client | None = None,
http_client: httpx.AsyncClient | None = None,
) -> None:
"""Initialize the A2AAgent.
Args:
name: The name of the agent.
id: The unique identifier for the agent, will be created automatically if not provided.
description: A brief description of the agent's purpose.
agent_card: The agent card for the agent.
url: The URL for the A2A server.
client: The A2A client for the agent.
http_client: Optional httpx.AsyncClient to use.
"""
if client is None:
if agent_card is None:
if url is None:
raise ValueError("Either agent_card or url must be provided")
# Create minimal agent card from URL
agent_card = minimal_agent_card(url, [TransportProtocol.jsonrpc])
# Create or use provided httpx client
if http_client is None:
timeout = httpx.Timeout(
connect=10.0, # 10 seconds to establish connection
read=60.0, # 60 seconds to read response (A2A operations can take time)
write=10.0, # 10 seconds to send request
pool=5.0, # 5 seconds to get connection from pool
)
headers = prepend_agent_framework_to_user_agent()
http_client = httpx.AsyncClient(timeout=timeout, headers=headers)
self._http_client = http_client # Store for cleanup
# Create A2A client using factory
config = ClientConfig(
httpx_client=http_client,
supported_transports=[TransportProtocol.jsonrpc],
)
factory = ClientFactory(config)
client = factory.create(agent_card)
args: dict[str, Any] = {"client": client}
if name:
args["name"] = name
if id:
args["id"] = id
if description:
args["description"] = description
super().__init__(**args)
async def __aenter__(self) -> "A2AAgent":
"""Async context manager entry."""
return self
async def __aexit__(
self,
exc_type: type[BaseException] | None,
exc_val: BaseException | None,
exc_tb: Any,
) -> None:
"""Async context manager exit with httpx client cleanup."""
# Close our httpx client if we created it
if self._http_client is not None:
await self._http_client.aclose()
async def run(
self,
messages: str | ChatMessage | list[str] | list[ChatMessage] | None = None,
*,
thread: AgentThread | None = None,
**kwargs: Any,
) -> AgentRunResponse:
"""Get a response from the agent.
This method returns the final result of the agent's execution
as a single AgentRunResponse object. The caller is blocked until
the final result is available.
Args:
messages: The message(s) to send to the agent.
thread: The conversation thread associated with the message(s).
kwargs: Additional keyword arguments.
Returns:
An agent response item.
"""
# Collect all updates and use framework to consolidate updates into response
updates = [update async for update in self.run_stream(messages, thread=thread, **kwargs)]
return AgentRunResponse.from_agent_run_response_updates(updates)
async def run_stream(
self,
messages: str | ChatMessage | list[str] | list[ChatMessage] | None = None,
*,
thread: AgentThread | None = None,
**kwargs: Any,
) -> AsyncIterable[AgentRunResponseUpdate]:
"""Run the agent as a stream.
This method will return the intermediate steps and final results of the
agent's execution as a stream of AgentRunResponseUpdate objects to the caller.
Args:
messages: The message(s) to send to the agent.
thread: The conversation thread associated with the message(s).
kwargs: Additional keyword arguments.
Yields:
An agent response item.
"""
messages = self._normalize_messages(messages)
a2a_message = self._chat_message_to_a2a_message(messages[-1])
response_stream = self.client.send_message(a2a_message)
async for item in response_stream:
if isinstance(item, Message):
# Process A2A Message
contents = self._a2a_parts_to_contents(item.parts)
yield AgentRunResponseUpdate(
contents=contents,
role=Role.ASSISTANT if item.role == A2ARole.agent else Role.USER,
response_id=str(getattr(item, "message_id", uuid.uuid4())),
raw_representation=item,
)
elif isinstance(item, tuple) and len(item) == 2: # ClientEvent = (Task, UpdateEvent)
task, _update_event = item
if isinstance(task, Task) and task.status.state in TERMINAL_TASK_STATES:
# Convert Task artifacts to ChatMessages and yield as separate updates
task_messages = self._task_to_chat_messages(task)
if task_messages:
for message in task_messages:
# Use the artifact's ID from raw_representation as message_id for unique identification
artifact_id = getattr(message.raw_representation, "artifact_id", None)
yield AgentRunResponseUpdate(
contents=message.contents,
role=message.role,
response_id=task.id,
message_id=artifact_id,
raw_representation=task,
)
else:
# Empty task
yield AgentRunResponseUpdate(
contents=[],
role=Role.ASSISTANT,
response_id=task.id,
raw_representation=task,
)
else:
# Unknown response type
msg = f"Only Message and Task responses are supported from A2A agents. Received: {type(item)}"
raise NotImplementedError(msg)
def _chat_message_to_a2a_message(self, message: ChatMessage) -> A2AMessage:
"""Convert a ChatMessage to an A2A Message.
Transforms Agent Framework ChatMessage objects into A2A protocol Messages by:
- Converting all message contents to appropriate A2A Part types
- Mapping text content to TextPart objects
- Converting file references (URI/data/hosted_file) to FilePart objects
- Preserving metadata and additional properties from the original message
- Setting the role to 'user' as framework messages are treated as user input
"""
parts: list[A2APart] = []
if not message.contents:
raise ValueError("ChatMessage.contents is empty; cannot convert to A2AMessage.")
# Process ALL contents
for content in message.contents:
match content.type:
case "text":
parts.append(
A2APart(
root=TextPart(
text=content.text,
metadata=content.additional_properties,
)
)
)
case "error":
parts.append(
A2APart(
root=TextPart(
text=content.message or "An error occurred.",
metadata=content.additional_properties,
)
)
)
case "uri":
parts.append(
A2APart(
root=FilePart(
file=FileWithUri(
uri=content.uri,
mime_type=content.media_type,
),
metadata=content.additional_properties,
)
)
)
case "data":
parts.append(
A2APart(
root=FilePart(
file=FileWithBytes(
bytes=_get_uri_data(content.uri),
mime_type=content.media_type,
),
metadata=content.additional_properties,
)
)
)
case "hosted_file":
parts.append(
A2APart(
root=FilePart(
file=FileWithUri(
uri=content.file_id,
mime_type=None, # HostedFileContent doesn't specify media_type
),
metadata=content.additional_properties,
)
)
)
case _:
raise ValueError(f"Unknown content type: {content.type}")
return A2AMessage(
role=A2ARole("user"),
parts=parts,
message_id=message.message_id or uuid.uuid4().hex,
metadata=message.additional_properties,
)
def _a2a_parts_to_contents(self, parts: Sequence[A2APart]) -> list[Contents]:
"""Convert A2A Parts to Agent Framework Contents.
Transforms A2A protocol Parts into framework-native Content objects,
handling text, file (URI/bytes), and data parts with metadata preservation.
"""
contents: list[Contents] = []
for part in parts:
inner_part = part.root
match inner_part.kind:
case "text":
contents.append(
TextContent(
text=inner_part.text,
additional_properties=inner_part.metadata,
raw_representation=inner_part,
)
)
case "file":
if isinstance(inner_part.file, FileWithUri):
contents.append(
UriContent(
uri=inner_part.file.uri,
media_type=inner_part.file.mime_type or "",
additional_properties=inner_part.metadata,
raw_representation=inner_part,
)
)
elif isinstance(inner_part.file, FileWithBytes):
contents.append(
DataContent(
data=base64.b64decode(inner_part.file.bytes),
media_type=inner_part.file.mime_type or "",
additional_properties=inner_part.metadata,
raw_representation=inner_part,
)
)
case "data":
contents.append(
TextContent(
text=json.dumps(inner_part.data),
additional_properties=inner_part.metadata,
raw_representation=inner_part,
)
)
case _:
raise ValueError(f"Unknown Part kind: {inner_part.kind}")
return contents
def _task_to_chat_messages(self, task: Task) -> list[ChatMessage]:
"""Convert A2A Task artifacts to ChatMessages with ASSISTANT role."""
messages: list[ChatMessage] = []
if task.artifacts is not None:
for artifact in task.artifacts:
messages.append(self._artifact_to_chat_message(artifact))
return messages
def _artifact_to_chat_message(self, artifact: Artifact) -> ChatMessage:
"""Convert A2A Artifact to ChatMessage using part contents."""
contents = self._a2a_parts_to_contents(artifact.parts)
return ChatMessage(
role=Role.ASSISTANT,
contents=contents,
raw_representation=artifact,
)
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[project]
name = "agent-framework-a2a"
description = "A2A integration for Microsoft Agent Framework."
authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}]
readme = "README.md"
requires-python = ">=3.10"
version = "0.1.0b1"
license-files = ["LICENSE"]
urls.homepage = "https://learn.microsoft.com/en-us/semantic-kernel/overview/"
urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
urls.release_notes = "https://github.com/microsoft/agent-framework/releases?q=tag%3Apython-1&expanded=true"
urls.issues = "https://github.com/microsoft/agent-framework/issues"
classifiers = [
"License :: OSI Approved :: MIT License",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Framework :: Pydantic :: 2",
"Typing :: Typed",
]
dependencies = [
"agent-framework",
"a2a-sdk>=0.3.5",
]
[tool.uv]
prerelease = "if-necessary-or-explicit"
environments = [
"sys_platform == 'darwin'",
"sys_platform == 'linux'",
"sys_platform == 'win32'"
]
[tool.uv-dynamic-versioning]
fallback-version = "0.0.0"
[tool.pytest.ini_options]
testpaths = 'tests'
addopts = "-ra -q -r fEX"
asyncio_mode = "auto"
asyncio_default_fixture_loop_scope = "function"
filterwarnings = [
"ignore:Support for class-based `config` is deprecated:DeprecationWarning:pydantic.*"
]
timeout = 120
[tool.ruff]
extend = "../../pyproject.toml"
[tool.coverage.run]
omit = [
"**/__init__.py"
]
[tool.pyright]
extend = "../../pyproject.toml"
exclude = ['tests']
[tool.mypy]
plugins = ['pydantic.mypy']
strict = true
python_version = "3.10"
ignore_missing_imports = true
disallow_untyped_defs = true
no_implicit_optional = true
check_untyped_defs = true
warn_return_any = true
show_error_codes = true
warn_unused_ignores = false
disallow_incomplete_defs = true
disallow_untyped_decorators = true
[tool.bandit]
targets = ["agent_framework_a2a"]
exclude_dirs = ["tests"]
[tool.poe]
executor.type = "uv"
include = "../../shared_tasks.toml"
[tool.poe.tasks]
mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_a2a"
test = "pytest --cov=agent_framework_a2a --cov-report=term-missing:skip-covered tests"
[build-system]
requires = ["flit-core >= 3.9,<4.0"]
build-backend = "flit_core.buildapi"
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# Copyright (c) Microsoft. All rights reserved.
from collections.abc import AsyncIterator
from typing import Any
from unittest.mock import AsyncMock, MagicMock
from uuid import uuid4
from a2a.types import Artifact, DataPart, FilePart, FileWithUri, Message, Part, Task, TaskState, TaskStatus, TextPart
from a2a.types import Role as A2ARole
from agent_framework import (
AgentRunResponse,
AgentRunResponseUpdate,
ChatMessage,
DataContent,
ErrorContent,
HostedFileContent,
Role,
TextContent,
UriContent,
)
from agent_framework.a2a import A2AAgent
from pytest import fixture, raises
from agent_framework_a2a._agent import _get_uri_data # type: ignore
class MockA2AClient:
"""Mock implementation of A2A Client for testing."""
def __init__(self) -> None:
self.call_count: int = 0
self.responses: list[Any] = []
def add_message_response(self, message_id: str, text: str, role: str = "agent") -> None:
"""Add a mock Message response."""
# Create actual TextPart instance and wrap it in Part
text_part = Part(root=TextPart(text=text))
# Create actual Message instance
message = Message(
message_id=message_id, role=A2ARole.agent if role == "agent" else A2ARole.user, parts=[text_part]
)
self.responses.append(message)
def add_task_response(self, task_id: str, artifacts: list[dict[str, Any]]) -> None:
"""Add a mock Task response."""
# Create mock artifacts
mock_artifacts = []
for artifact_data in artifacts:
# Create actual TextPart instance and wrap it in Part
text_part = Part(root=TextPart(text=artifact_data.get("content", "Test content")))
artifact = Artifact(
artifact_id=artifact_data.get("id", str(uuid4())),
name=artifact_data.get("name", "test-artifact"),
description=artifact_data.get("description", "Test artifact"),
parts=[text_part],
)
mock_artifacts.append(artifact)
# Create task status
status = TaskStatus(state=TaskState.completed, message=None)
# Create actual Task instance
task = Task(
id=task_id, context_id="test-context", status=status, artifacts=mock_artifacts if mock_artifacts else None
)
# Mock the ClientEvent tuple format
update_event = None # No specific update event for completed tasks
client_event = (task, update_event)
self.responses.append(client_event)
async def send_message(self, message: Any) -> AsyncIterator[Any]:
"""Mock send_message method that yields responses."""
self.call_count += 1
if self.responses:
response = self.responses.pop(0)
yield response
@fixture
def mock_a2a_client() -> MockA2AClient:
"""Fixture that provides a mock A2A client."""
return MockA2AClient()
@fixture
def a2a_agent(mock_a2a_client: MockA2AClient) -> A2AAgent:
"""Fixture that provides an A2AAgent with a mock client."""
return A2AAgent.model_construct(name="Test Agent", id="test-agent", client=mock_a2a_client, _http_client=None)
def test_a2a_agent_initialization_with_client(mock_a2a_client: MockA2AClient) -> None:
"""Test A2AAgent initialization with provided client."""
# Use model_construct to bypass Pydantic validation for mock objects
agent = A2AAgent.model_construct(
name="Test Agent", id="test-agent-123", description="A test agent", client=mock_a2a_client, _http_client=None
)
assert agent.name == "Test Agent"
assert agent.id == "test-agent-123"
assert agent.description == "A test agent"
assert agent.client == mock_a2a_client
def test_a2a_agent_initialization_without_client_raises_error() -> None:
"""Test A2AAgent initialization without client or URL raises ValueError."""
with raises(ValueError, match="Either agent_card or url must be provided"):
A2AAgent(name="Test Agent")
async def test_run_with_message_response(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with immediate Message response."""
mock_a2a_client.add_message_response("msg-123", "Hello from agent!", "agent")
response = await a2a_agent.run("Hello agent")
assert isinstance(response, AgentRunResponse)
assert len(response.messages) == 1
assert response.messages[0].role == Role.ASSISTANT
assert response.messages[0].text == "Hello from agent!"
assert response.response_id == "msg-123"
assert mock_a2a_client.call_count == 1
async def test_run_with_task_response_single_artifact(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with Task response containing single artifact."""
artifacts = [{"id": "art-1", "content": "Generated report content"}]
mock_a2a_client.add_task_response("task-456", artifacts)
response = await a2a_agent.run("Generate a report")
assert isinstance(response, AgentRunResponse)
assert len(response.messages) == 1
assert response.messages[0].role == Role.ASSISTANT
assert response.messages[0].text == "Generated report content"
assert response.response_id == "task-456"
assert mock_a2a_client.call_count == 1
async def test_run_with_task_response_multiple_artifacts(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with Task response containing multiple artifacts."""
artifacts = [
{"id": "art-1", "content": "First artifact content"},
{"id": "art-2", "content": "Second artifact content"},
{"id": "art-3", "content": "Third artifact content"},
]
mock_a2a_client.add_task_response("task-789", artifacts)
response = await a2a_agent.run("Generate multiple outputs")
assert isinstance(response, AgentRunResponse)
assert len(response.messages) == 3
assert response.messages[0].text == "First artifact content"
assert response.messages[1].text == "Second artifact content"
assert response.messages[2].text == "Third artifact content"
# All should be assistant messages
for message in response.messages:
assert message.role == Role.ASSISTANT
assert response.response_id == "task-789"
async def test_run_with_task_response_no_artifacts(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with Task response containing no artifacts."""
mock_a2a_client.add_task_response("task-empty", [])
response = await a2a_agent.run("Do something with no output")
assert isinstance(response, AgentRunResponse)
assert response.response_id == "task-empty"
async def test_run_with_unknown_response_type_raises_error(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run() method with unknown response type raises NotImplementedError."""
mock_a2a_client.responses.append("invalid_response")
with raises(NotImplementedError, match="Only Message and Task responses are supported"):
await a2a_agent.run("Test message")
def test_task_to_chat_messages_empty_artifacts(a2a_agent: A2AAgent) -> None:
"""Test _task_to_chat_messages with task containing no artifacts."""
task = MagicMock()
task.artifacts = None
result = a2a_agent._task_to_chat_messages(task)
assert len(result) == 0
def test_task_to_chat_messages_with_artifacts(a2a_agent: A2AAgent) -> None:
"""Test _task_to_chat_messages with task containing artifacts."""
task = MagicMock()
# Create mock artifacts
artifact1 = MagicMock()
artifact1.artifact_id = "art-1"
text_part1 = MagicMock()
text_part1.root = MagicMock()
text_part1.root.kind = "text"
text_part1.root.text = "Content 1"
text_part1.root.metadata = None
artifact1.parts = [text_part1]
artifact2 = MagicMock()
artifact2.artifact_id = "art-2"
text_part2 = MagicMock()
text_part2.root = MagicMock()
text_part2.root.kind = "text"
text_part2.root.text = "Content 2"
text_part2.root.metadata = None
artifact2.parts = [text_part2]
task.artifacts = [artifact1, artifact2]
result = a2a_agent._task_to_chat_messages(task)
assert len(result) == 2
assert result[0].text == "Content 1"
assert result[1].text == "Content 2"
assert all(msg.role == Role.ASSISTANT for msg in result)
def test_artifact_to_chat_message(a2a_agent: A2AAgent) -> None:
"""Test _artifact_to_chat_message conversion."""
artifact = MagicMock()
artifact.artifact_id = "test-artifact"
text_part = MagicMock()
text_part.root = MagicMock()
text_part.root.kind = "text"
text_part.root.text = "Artifact content"
text_part.root.metadata = None
artifact.parts = [text_part]
result = a2a_agent._artifact_to_chat_message(artifact)
assert isinstance(result, ChatMessage)
assert result.role == Role.ASSISTANT
assert result.text == "Artifact content"
assert result.raw_representation == artifact
def test_get_uri_data_valid_uri() -> None:
"""Test _get_uri_data with valid data URI."""
uri = "data:application/json;base64,eyJ0ZXN0IjoidmFsdWUifQ=="
result = _get_uri_data(uri)
assert result == "eyJ0ZXN0IjoidmFsdWUifQ=="
def test_get_uri_data_invalid_uri() -> None:
"""Test _get_uri_data with invalid URI format."""
with raises(ValueError, match="Invalid data URI format"):
_get_uri_data("not-a-valid-data-uri")
def test_a2a_parts_to_contents_conversion(a2a_agent: A2AAgent) -> None:
"""Test A2A parts to contents conversion."""
agent = A2AAgent.model_construct(name="Test Agent", client=MockA2AClient(), _http_client=None)
# Create A2A parts
parts = [Part(root=TextPart(text="First part")), Part(root=TextPart(text="Second part"))]
# Convert to contents
contents = agent._a2a_parts_to_contents(parts)
# Verify conversion
assert len(contents) == 2
assert isinstance(contents[0], TextContent)
assert isinstance(contents[1], TextContent)
assert contents[0].text == "First part"
assert contents[1].text == "Second part"
def test_chat_message_to_a2a_message_with_error_content(a2a_agent: A2AAgent) -> None:
"""Test _chat_message_to_a2a_message with ErrorContent."""
# Create ChatMessage with ErrorContent
error_content = ErrorContent(message="Test error message")
message = ChatMessage(role=Role.USER, contents=[error_content])
# Convert to A2A message
a2a_message = a2a_agent._chat_message_to_a2a_message(message)
# Verify conversion
assert len(a2a_message.parts) == 1
assert a2a_message.parts[0].root.text == "Test error message"
def test_chat_message_to_a2a_message_with_uri_content(a2a_agent: A2AAgent) -> None:
"""Test _chat_message_to_a2a_message with UriContent."""
# Create ChatMessage with UriContent
uri_content = UriContent(uri="http://example.com/file.pdf", media_type="application/pdf")
message = ChatMessage(role=Role.USER, contents=[uri_content])
# Convert to A2A message
a2a_message = a2a_agent._chat_message_to_a2a_message(message)
# Verify conversion
assert len(a2a_message.parts) == 1
assert a2a_message.parts[0].root.file.uri == "http://example.com/file.pdf"
assert a2a_message.parts[0].root.file.mime_type == "application/pdf"
def test_chat_message_to_a2a_message_with_data_content(a2a_agent: A2AAgent) -> None:
"""Test _chat_message_to_a2a_message with DataContent."""
# Create ChatMessage with DataContent (base64 data URI)
data_content = DataContent(uri="data:text/plain;base64,SGVsbG8gV29ybGQ=", media_type="text/plain")
message = ChatMessage(role=Role.USER, contents=[data_content])
# Convert to A2A message
a2a_message = a2a_agent._chat_message_to_a2a_message(message)
# Verify conversion
assert len(a2a_message.parts) == 1
assert a2a_message.parts[0].root.file.bytes == "SGVsbG8gV29ybGQ="
assert a2a_message.parts[0].root.file.mime_type == "text/plain"
def test_chat_message_to_a2a_message_empty_contents_raises_error(a2a_agent: A2AAgent) -> None:
"""Test _chat_message_to_a2a_message with empty contents raises ValueError."""
# Create ChatMessage with no contents
message = ChatMessage(role=Role.USER, contents=[])
# Should raise ValueError for empty contents
with raises(ValueError, match="ChatMessage.contents is empty"):
a2a_agent._chat_message_to_a2a_message(message)
async def test_run_stream_with_message_response(a2a_agent: A2AAgent, mock_a2a_client: MockA2AClient) -> None:
"""Test run_stream() method with immediate Message response."""
mock_a2a_client.add_message_response("msg-stream-123", "Streaming response from agent!", "agent")
# Collect streaming updates
updates: list[AgentRunResponseUpdate] = []
async for update in a2a_agent.run_stream("Hello agent"):
updates.append(update)
# Verify streaming response
assert len(updates) == 1
assert isinstance(updates[0], AgentRunResponseUpdate)
assert updates[0].role == Role.ASSISTANT
assert len(updates[0].contents) == 1
content = updates[0].contents[0]
assert isinstance(content, TextContent)
assert content.text == "Streaming response from agent!"
assert updates[0].response_id == "msg-stream-123"
assert mock_a2a_client.call_count == 1
async def test_context_manager_cleanup() -> None:
"""Test context manager cleanup of http client."""
# Create mock http client that tracks aclose calls
mock_http_client = AsyncMock()
mock_a2a_client = MagicMock()
agent = A2AAgent.model_construct(client=mock_a2a_client, _http_client=mock_http_client)
# Test context manager cleanup
async with agent:
pass
# Verify aclose was called
mock_http_client.aclose.assert_called_once()
async def test_context_manager_no_cleanup_when_no_http_client() -> None:
"""Test context manager when _http_client is None."""
mock_a2a_client = MagicMock()
agent = A2AAgent.model_construct(client=mock_a2a_client, _http_client=None)
# This should not raise any errors
async with agent:
pass
def test_chat_message_to_a2a_message_with_multiple_contents() -> None:
"""Test conversion of ChatMessage with multiple contents."""
agent = A2AAgent.model_construct(client=MagicMock(), _http_client=None)
# Create message with multiple content types
message = ChatMessage(
role=Role.USER,
contents=[
TextContent(text="Here's the analysis:"),
DataContent(data=b"binary data", media_type="application/octet-stream"),
UriContent(uri="https://example.com/image.png", media_type="image/png"),
TextContent(text='{"structured": "data"}'),
],
)
result = agent._chat_message_to_a2a_message(message)
# Should have converted all 4 contents to parts
assert len(result.parts) == 4
# Check each part type
assert result.parts[0].root.kind == "text" # Regular text
assert result.parts[1].root.kind == "file" # Binary data
assert result.parts[2].root.kind == "file" # URI content
assert result.parts[3].root.kind == "text" # JSON text remains as text (no parsing)
def test_a2a_parts_to_contents_with_data_part() -> None:
"""Test conversion of A2A DataPart."""
agent = A2AAgent.model_construct(client=MagicMock(), _http_client=None)
# Create DataPart
data_part = Part(root=DataPart(data={"key": "value", "number": 42}, metadata={"source": "test"}))
contents = agent._a2a_parts_to_contents([data_part])
assert len(contents) == 1
assert isinstance(contents[0], TextContent)
assert contents[0].text == '{"key": "value", "number": 42}'
assert contents[0].additional_properties == {"source": "test"}
def test_a2a_parts_to_contents_unknown_part_kind() -> None:
"""Test error handling for unknown A2A part kind."""
agent = A2AAgent.model_construct(client=MagicMock(), _http_client=None)
# Create a mock part with unknown kind
mock_part = MagicMock()
mock_part.root.kind = "unknown_kind"
with raises(ValueError, match="Unknown Part kind: unknown_kind"):
agent._a2a_parts_to_contents([mock_part])
def test_chat_message_to_a2a_message_with_hosted_file() -> None:
"""Test conversion of ChatMessage with HostedFileContent to A2A message."""
agent = A2AAgent.model_construct(client=MagicMock(), _http_client=None)
# Create message with hosted file content
message = ChatMessage(
role=Role.USER,
contents=[HostedFileContent(file_id="hosted://storage/document.pdf")],
)
result = agent._chat_message_to_a2a_message(message) # noqa: SLF001
# Verify the conversion
assert len(result.parts) == 1
part = result.parts[0]
assert part.root.kind == "file"
# Verify it's a FilePart with FileWithUri
assert isinstance(part.root, FilePart)
assert isinstance(part.root.file, FileWithUri)
assert part.root.file.uri == "hosted://storage/document.pdf"
assert part.root.file.mime_type is None # HostedFileContent doesn't specify media_type
def test_a2a_parts_to_contents_with_hosted_file_uri() -> None:
"""Test conversion of A2A FilePart with hosted file URI back to UriContent."""
agent = A2AAgent.model_construct(client=MagicMock(), _http_client=None)
# Create FilePart with hosted file URI (simulating what A2A would send back)
file_part = Part(
root=FilePart(
file=FileWithUri(
uri="hosted://storage/document.pdf",
mime_type=None,
)
)
)
contents = agent._a2a_parts_to_contents([file_part]) # noqa: SLF001
assert len(contents) == 1
assert isinstance(contents[0], UriContent)
assert contents[0].uri == "hosted://storage/document.pdf"
assert contents[0].media_type == "" # Converted None to empty string
@@ -0,0 +1,24 @@
# Copyright (c) Microsoft. All rights reserved.
import importlib
from typing import Any
PACKAGE_NAME = "agent_framework_a2a"
PACKAGE_EXTRA = "a2a"
_IMPORTS = ["__version__", "A2AAgent"]
def __getattr__(name: str) -> Any:
if name in _IMPORTS:
try:
return getattr(importlib.import_module(PACKAGE_NAME), name)
except ModuleNotFoundError as exc:
raise ModuleNotFoundError(
f"The '{PACKAGE_EXTRA}' extra is not installed, "
f"please do `pip install agent-framework[{PACKAGE_EXTRA}]`"
) from exc
raise AttributeError(f"Module {PACKAGE_NAME} has no attribute {name}.")
def __dir__() -> list[str]:
return _IMPORTS
@@ -0,0 +1,5 @@
# Copyright (c) Microsoft. All rights reserved.
from agent_framework_a2a import A2AAgent, __version__
__all__ = ["A2AAgent", "__version__"]
+6 -1
View File
@@ -35,7 +35,7 @@ dependencies = [
"opentelemetry-exporter-otlp-proto-grpc>=1.36.0",
"opentelemetry-semantic-conventions-ai>=0.4.13",
"aiofiles>=24.1.0",
"azure-identity>=1,<2"
"azure-identity>=1,<2",
]
[project.optional-dependencies]
@@ -63,6 +63,9 @@ runtime = [
mem0 = [
"agent-framework-mem0"
]
a2a = [
"agent-framework-a2a"
]
devui = [
"agent-framework-devui"
]
@@ -71,6 +74,7 @@ all = [
"agent-framework-azure-ai",
"agent-framework-runtime",
"agent-framework-mem0",
"agent-framework-a2a",
"agent-framework-redis",
"agent-framework-devui",
"graphviz>=0.20.0"
@@ -91,6 +95,7 @@ fallback-version = "0.0.0"
testpaths = [
'tests',
'packages/main/tests',
'packages/a2a/tests',
'packages/azure-ai/tests',
'packages/copilotstudio/tests',
'packages/mem0/tests',
+3
View File
@@ -5,6 +5,7 @@ version = "0.0.0"
requires-python = ">=3.10"
dependencies = [
"agent-framework",
"agent-framework-a2a",
"agent-framework-azure-ai",
"agent-framework-copilotstudio",
"agent-framework-mem0",
@@ -54,6 +55,7 @@ exclude = [ "packages/agent_framework_project.egg-info" ]
[tool.uv.sources]
agent-framework = { workspace = true }
agent-framework-a2a = { workspace = true }
agent-framework-azure-ai = { workspace = true }
agent-framework-copilotstudio = { workspace = true }
agent-framework-lab = { workspace = true }
@@ -194,6 +196,7 @@ pre-commit-check = ["fmt", "lint", "pyright", "markdown-code-lint", "samples-cod
cmd = """
pytest --import-mode=importlib
--cov=agent_framework
--cov=agent_framework_a2a
--cov=agent_framework_azure_ai
--cov=agent_framework_copilotstudio
--cov=agent_framework_mem0
@@ -0,0 +1,31 @@
# A2A Agent Examples
This folder contains examples demonstrating how to create and use agents with the A2A (Agent-to-Agent) protocol from the `agent_framework` package to communicate with remote A2A agents.
For more information about the A2A protocol specification, visit: https://a2a-protocol.org/latest/
## Examples
| File | Description |
|------|-------------|
| [`agent_with_a2a.py`](agent_with_a2a.py) | The simplest way to connect to and use a single A2A agent. Demonstrates agent discovery via agent cards and basic message exchange using the A2A protocol. |
## Environment Variables
Make sure to set the following environment variables before running the example:
### Required
- `A2A_AGENT_HOST`: URL of a single A2A agent (for simple sample, e.g., `http://localhost:5001/`)
## Quick Testing with .NET A2A Servers
For quick testing and demonstration, you can use the pre-built .NET A2A servers from this repository:
**Quick Testing Reference**: Use the .NET A2A Client Server sample at:
`..\agent-framework\dotnet\samples\A2AClientServer`
### Run Python A2A Sample
```powershell
# Simple A2A sample (single agent)
uv run python agent_with_a2a.py
```
@@ -0,0 +1,75 @@
# Copyright (c) Microsoft. All rights reserved.
import asyncio
import os
import httpx
from a2a.client import A2ACardResolver
from agent_framework.a2a import A2AAgent
"""
Agent-to-Agent (A2A) Protocol Integration Sample
This sample demonstrates how to connect to and communicate with external agents using
the A2A protocol. A2A is a standardized communication protocol that enables interoperability
between different agent systems, allowing agents built with different frameworks and
technologies to communicate seamlessly.
For more information about the A2A protocol specification, visit: https://a2a-protocol.org/latest/
Key concepts demonstrated:
- Discovering A2A-compliant agents using AgentCard resolution
- Creating A2AAgent instances to wrap external A2A endpoints
- Converting Agent Framework messages to A2A protocol format
- Handling A2A responses (Messages and Tasks) back to framework types
To run this sample:
1. Set the A2A_AGENT_HOST environment variable to point to an A2A-compliant agent endpoint
Example: export A2A_AGENT_HOST="https://your-a2a-agent.example.com"
2. Ensure the target agent exposes its AgentCard at /.well-known/agent.json
3. Run: uv run python agent_with_a2a.py
The sample will:
- Connect to the specified A2A agent endpoint
- Retrieve and parse the agent's capabilities via its AgentCard
- Send a message using the A2A protocol
- Display the agent's response
Visit the README.md for more details on setting up and running A2A agents.
"""
async def main():
"""Demonstrates connecting to and communicating with an A2A-compliant agent."""
# Get A2A agent host from environment
a2a_agent_host = os.getenv("A2A_AGENT_HOST")
if not a2a_agent_host:
raise ValueError("A2A_AGENT_HOST environment variable is not set")
print(f"Connecting to A2A agent at: {a2a_agent_host}")
# Initialize A2ACardResolver
async with httpx.AsyncClient(timeout=60.0) as http_client:
resolver = A2ACardResolver(httpx_client=http_client, base_url=a2a_agent_host)
# Get agent card
agent_card = await resolver.get_agent_card(relative_card_path="/.well-known/agent.json")
print(f"Found agent: {agent_card.name} - {agent_card.description}")
# Create A2A agent instance
agent = A2AAgent(
name=agent_card.name, description=agent_card.description, agent_card=agent_card, url=a2a_agent_host
)
# Invoke the agent and output the result
print("\nSending message to A2A agent...")
response = await agent.run("Tell me a joke about a pirate.")
# Print the response
print("\nAgent Response:")
for message in response.messages:
print(message.text)
if __name__ == "__main__":
asyncio.run(main())
+125 -1
View File
@@ -24,6 +24,7 @@ supported-markers = [
[manifest]
members = [
"agent-framework",
"agent-framework-a2a",
"agent-framework-azure-ai",
"agent-framework-copilotstudio",
"agent-framework-devui",
@@ -34,6 +35,22 @@ members = [
"agent-framework-runtime",
]
[[package]]
name = "a2a-sdk"
version = "0.3.7"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "google-api-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "httpx", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "httpx-sse", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/8d/ad/b6ecb58f44459a24f1c260e91304e1ddbb7a8e213f1f82cc4c074f66e9bb/a2a_sdk-0.3.7.tar.gz", hash = "sha256:795aa2bd2cfb3c9e8654a1352bf5f75d6cf1205b262b1bf8f4003b5308267ea2", size = 223426, upload-time = "2025-09-23T16:27:29.585Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/e6/27/9cf8c6de4ae71e9c98ec96b3304449d5d0cd36ec3b95e66b6e7f58a9e571/a2a_sdk-0.3.7-py3-none-any.whl", hash = "sha256:0813b8fd7add427b2b56895cf28cae705303cf6d671b305c0aac69987816e03e", size = 137957, upload-time = "2025-09-23T16:27:27.546Z" },
]
[[package]]
name = "addict"
version = "2.4.0"
@@ -64,7 +81,11 @@ dependencies = [
]
[package.optional-dependencies]
a2a = [
{ name = "agent-framework-a2a", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
all = [
{ name = "agent-framework-a2a", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-azure-ai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-copilotstudio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-devui", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -103,6 +124,8 @@ viz = [
[package.metadata]
requires-dist = [
{ name = "agent-framework-a2a", marker = "extra == 'a2a'", editable = "packages/a2a" },
{ name = "agent-framework-a2a", marker = "extra == 'all'", editable = "packages/a2a" },
{ name = "agent-framework-azure-ai", marker = "extra == 'all'", editable = "packages/azure-ai" },
{ name = "agent-framework-azure-ai", marker = "extra == 'azure'", editable = "packages/azure-ai" },
{ name = "agent-framework-azure-ai", marker = "extra == 'azure-ai'", editable = "packages/azure-ai" },
@@ -133,7 +156,22 @@ requires-dist = [
{ name = "pydantic-settings", specifier = ">=2,<3" },
{ name = "typing-extensions" },
]
provides-extras = ["azure-ai", "azure", "microsoft-copilotstudio", "microsoft", "redis", "viz", "runtime", "mem0", "devui", "all"]
provides-extras = ["azure-ai", "azure", "microsoft-copilotstudio", "microsoft", "redis", "viz", "runtime", "mem0", "a2a", "devui", "all"]
[[package]]
name = "agent-framework-a2a"
version = "0.1.0b1"
source = { editable = "packages/a2a" }
dependencies = [
{ name = "a2a-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
[package.metadata]
requires-dist = [
{ name = "a2a-sdk", specifier = ">=0.3.5" },
{ name = "agent-framework", editable = "packages/main" },
]
[[package]]
name = "agent-framework-azure-ai"
@@ -269,6 +307,7 @@ version = "0.0.0"
source = { virtual = "." }
dependencies = [
{ name = "agent-framework", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-a2a", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-azure-ai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-copilotstudio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "agent-framework-devui", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -304,6 +343,7 @@ docs = [
[package.metadata]
requires-dist = [
{ name = "agent-framework", editable = "packages/main" },
{ name = "agent-framework-a2a", editable = "packages/a2a" },
{ name = "agent-framework-azure-ai", editable = "packages/azure-ai" },
{ name = "agent-framework-copilotstudio", editable = "packages/copilotstudio" },
{ name = "agent-framework-devui", editable = "packages/devui" },
@@ -712,6 +752,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/a0/59/76ab57e3fe74484f48a53f8e337171b4a2349e506eabe136d7e01d059086/backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5", size = 12313, upload-time = "2025-07-02T02:27:14.263Z" },
]
[[package]]
name = "cachetools"
version = "5.5.2"
source = { registry = "https://pypi.org/simple" }
sdist = { url = "https://files.pythonhosted.org/packages/6c/81/3747dad6b14fa2cf53fcf10548cf5aea6913e96fab41a3c198676f8948a5/cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4", size = 28380, upload-time = "2025-02-20T21:01:19.524Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/72/76/20fa66124dbe6be5cafeb312ece67de6b61dd91a0247d1ea13db4ebb33c2/cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a", size = 10080, upload-time = "2025-02-20T21:01:16.647Z" },
]
[[package]]
name = "certifi"
version = "2025.8.3"
@@ -1596,6 +1645,36 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/47/71/70db47e4f6ce3e5c37a607355f80da8860a33226be640226ac52cb05ef2e/fsspec-2025.9.0-py3-none-any.whl", hash = "sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7", size = 199289, upload-time = "2025-09-02T19:10:47.708Z" },
]
[[package]]
name = "google-api-core"
version = "2.25.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "google-auth", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "googleapis-common-protos", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "proto-plus", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/dc/21/e9d043e88222317afdbdb567165fdbc3b0aad90064c7e0c9eb0ad9955ad8/google_api_core-2.25.1.tar.gz", hash = "sha256:d2aaa0b13c78c61cb3f4282c464c046e45fbd75755683c9c525e6e8f7ed0a5e8", size = 165443, upload-time = "2025-06-12T20:52:20.439Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/14/4b/ead00905132820b623732b175d66354e9d3e69fcf2a5dcdab780664e7896/google_api_core-2.25.1-py3-none-any.whl", hash = "sha256:8a2a56c1fef82987a524371f99f3bd0143702fecc670c72e600c1cda6bf8dbb7", size = 160807, upload-time = "2025-06-12T20:52:19.334Z" },
]
[[package]]
name = "google-auth"
version = "2.40.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "cachetools", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "pyasn1-modules", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
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