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Giles Odigwe 950673ba47 Python: bump package versions for 1.6.0 release (#6017)
* Python: bump package versions for 1.6.0 release

- Released cohort (agent-framework, core, openai, foundry): 1.5.0 -> 1.6.0
- Beta packages (21 packages): 1.0.0b260519 -> 1.0.0b260521
- Alpha packages (azure-contentunderstanding, foundry-hosting, gemini, monty): 1.0.0a260518/19 -> 1.0.0a260521
- ag-ui stays at 1.0.0rc2, orchestrations at 1.0.0rc1 (dependency bounds updated)
- Inter-package dependency lower bounds updated (>=1.5.0,<2 -> >=1.6.0,<2)
- Update CHANGELOG compare links
- uv.lock refreshed

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address review: bump RC packages, add shell tool to changelog

- ag-ui: 1.0.0rc2 -> 1.0.0rc3
- orchestrations: 1.0.0rc1 -> 1.0.0rc2
- Add shell tool (#5664) to CHANGELOG
- uv.lock refreshed

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
950673ba47 ยท 2026-05-22 01:59:20 +00:00
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Get Started with Microsoft Agent Framework A2A

Please install this package via pip:

pip install agent-framework-a2a --pre

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.

A2AAgent (Client)

The A2AAgent class is a client that wraps an A2A Client to connect the Agent Framework with external A2A-compliant agents.

from agent_framework.a2a import A2AAgent

# Connect to a remote A2A agent
a2a_agent = A2AAgent(url="http://remote-agent/a2a")
response = await a2a_agent.run("Hello!")

A2AExecutor (Hosting)

The A2AExecutor class bridges local AI agents built with the agent_framework library to the A2A protocol, allowing them to be hosted and accessed by other A2A-compliant clients.

from agent_framework.a2a import A2AExecutor
from a2a.server.apps import A2AStarletteApplication
from a2a.server.request_handlers import DefaultRequestHandler
from a2a.server.tasks import InMemoryTaskStore

# Create an A2A executor for your agent
executor = A2AExecutor(agent=my_agent)

# Set up the request handler and server application
request_handler = DefaultRequestHandler(
    agent_executor=executor,
    task_store=InMemoryTaskStore(),
)

app = A2AStarletteApplication(
    agent_card=my_agent_card,
    http_handler=request_handler,
).build()

Basic Usage Example

See the A2A agent examples which demonstrate:

  • Connecting to remote A2A agents
  • Hosting local agents via A2A protocol
  • Sending messages and receiving responses
  • Handling different content types (text, files, data)
  • Streaming responses and real-time interaction