Files
microsoft--agent-framework/python/packages/durabletask
Evan Mattson 18b03ea487 Python: adjust checkpoint encoding handling (#6579)
* Adjust checkpoint encoding handling

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

* Refine checkpoint encoding handling

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

* Adjust checkpoint dict encoding

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

* Clarify checkpoint unpickler blocked globals

* Preserve typed HITL requests in durable activities

* test: skip flaky durabletask multi-turn integration test

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Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-07-14 15:21:12 +09:00
..

Get Started with Microsoft Agent Framework Durable Task

PyPI

Please install this package via pip:

pip install agent-framework-durabletask --pre

Durable Task Integration

The durable task integration lets you host Microsoft Agent Framework agents using the Durable Task framework so they can persist state, replay conversation history, and recover from failures automatically.

Basic Usage Example

from agent_framework import Agent
from agent_framework.openai import OpenAIChatCompletionClient
from agent_framework_durabletask import DurableAIAgentWorker
from durabletask.worker import TaskHubGrpcWorker

# Create the worker
worker = TaskHubGrpcWorker(host_address="localhost:4001")
agent_worker = DurableAIAgentWorker(worker)

chat_client = OpenAIChatCompletionClient()
my_agent = Agent(client=chat_client, name="assistant")
agent_worker.add_agent(my_agent)

For more details, review the Python README and the samples directory.