agent-framework

Python: Fix broken Content API imports in Python samples (#3639 )

* Initial plan

* Fix broken import paths for Content API in all Python sample files

Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com>

Copilot · 2026-02-03 22:48:26 +00:00

96d3f2a55e

Python: Add explicit input, output, and workflow_output parameters to @handler, @executor and request_info (#3472 )

* Support specifying types via handler and executor decorators

* Add handling for string types

* Fix typing

* Address PR feedback

* All or nothing for handler typing approach

* Fix mypy issues

* type support for request info

* Fix naming issue

* Fix mypy

Evan Mattson · 2026-02-03 22:47:40 +00:00

f56218fa1e

Python: Replaced obsolete create_response method in samples (#3542 )

* Replaced obsolete create_response method in samples

* Addressed PR comments

Dmytro Struk · 2026-01-30 22:22:00 +00:00

493891620d

Python: Add sample on how to share a thread between agents in a workflow (#3405 )

* Add sample on how to share a thread between agents in a workflow

* Fix sample

* Fix formatting

* Comments

* comment

Tao Chen · 2026-01-30 18:07:58 +00:00

0fcf075ea7

[BREAKING] Python: Add factory pattern to GroupChat and Magentic (#3224 )

* group chat

* magentic

* Fix tests

* AI comments

* Unifiy error message and add warning

* misc

* Add overload

* Collapse orchestrator params

Tao Chen · 2026-01-28 17:00:20 +00:00

739edc7307

Python: [BREAKING] changed AIFunction to FunctionTool and @ai_function to @tool (#3413 )

* changed AIFunction to FunctionTool and @ai_function to @tool

* test and mypy fixes

* mypy fix

* switch function tool to always_require

* fix noop

* fix github copilot imports

* test fixes

* fix ollama test

* fixes for tests

* fix tests

* reverted change to always_require and extended timeout

* fix test

Eduard van Valkenburg · 2026-01-28 14:53:53 +00:00

a7d924a7d2

Python: [Breaking] Simplified Content types to a single class with classmethod constructors. (#3252 )

* ported Content to a new model

* fixed linting

* fixes

* fixed data format handling

* fix for 3.10 mypy

* fix

* fix int test

Eduard van Valkenburg · 2026-01-20 22:09:39 +00:00

83e6229c11

Python: [BREAKING] Renamed create_agent to as_agent (#3249 )

* Renamed create_agent to as_agent

* Override for as_agent

* Added override

Dmytro Struk · 2026-01-16 19:21:52 +00:00

5687e13221

Python: Properly configure structured outputs based on new options dict (#3213 )

* Properly configure structured outputs based on new options dict

* Fix mypy

Evan Mattson · 2026-01-15 11:41:46 +09:00

15d0c34d9f

fix(workflows): rename WorkflowOutputEvent.source_executor_id to executor_id for API consistency (#3166 )

Evan Mattson · 2026-01-15 02:11:25 +00:00

80b25a782b

renamed all (#3207 )

Eduard van Valkenburg · 2026-01-14 05:54:07 +00:00

d8cf8361bd

[BREAKING] Python: Refactor orchestrations (#3023 )

* Group chat refactoring Part 1; Next: HIL and handoff

* Add agent approval flow; next samples

* WIP: samples

* WIP: HIL samples

* Group chat HIL working; next: handoff

* Fix group chat tool approval sample

* WIP: refactor handoff; next handoff handling

* Handoff done; next handoff samples and concurrent and sequential

* Handoff samples, concurrent, and sequential done; next Magentic

* WIP: magentic; next test with samples + HIL

* Magentic Working; next fix all samples and tests

* Fix handoff samples; next tests

* WIP: fixing tests; some orchestration as agent samples are failing

* Group chat unit tests done

* Handoff  unit tests done

* Remove old orchestration_request_info and fix related tests

* Magentic unit tests done

* Fix samples

* Fix test

* Fix test 2

* mypy

* Address comments

* Update readme

* Address comments

* Address comments 2

* Replace display name

Tao Chen · 2026-01-13 18:40:26 +00:00

0b152418b6

Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140 )

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00

3e97425245

Python: Add declarative workflow runtime (#2815 )

* Further support for declarative python workflows

* Add tests. Clean up for typing and formatting

* Improvements and cleanup

* Typing cleanup. Improve docstrings

* Proper code in docstrings

* Fix malformed code-block directive in docstring

* Remove dead links

* PR feedback

* Address PR feedback

* Address PR feedback

* Remove sl

* Update devui frontend

* More cleanup

* Fix uv lock

* Skip Py 3.14 tests as powerfx doesn't support it

* Fix mypy error

* Fix for tool calls

* Removed stale docstring

* Fix lint

* Standardize on .NET namespaces. Revert DevUI changes (bring in later)

* Implement remaining items for Python declarative support to match dotnet

Evan Mattson · 2026-01-13 07:11:21 +00:00

9c094573e8

Python: Fix ExecutorInvokedEvent and ExecutorCompletedEvent observability data (#3090 )

* Fix ExecutorInvokedEvent.data mutation bug

* Fix bug related to not yielding output type

Evan Mattson · 2026-01-06 09:12:26 +00:00

844d345106

Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946 )

* Fix kwargs propagation through workflow.as_agent()

* Fix WorkflowAgent to respect AgentExecutor output_response setting

Evan Mattson · 2025-12-18 19:35:07 +00:00

b0a7a1fcb8

Python: Add workflow cancellation sample (#2732 )

* Add workflow cancellation sample

Add sample demonstrating how to cancel a running workflow using asyncio
tasks. Shows both cancellation mid-execution and normal completion paths.
Useful for implementing timeouts, graceful shutdown, or A2A executors.

* update docstring

Victor Dibia · 2025-12-18 14:12:42 +00:00

8ff34f9a43

Python: Workflow add option to visualize internal executors (#2917 )

* Workflow add option to visualize internal executors

* Address Copilot comments

Tao Chen · 2025-12-18 14:04:03 +00:00

b4f2709b6d

Pass kwargs into subworkflows (#2923 )

Evan Mattson · 2025-12-18 04:34:33 +00:00

360839782c

Python: Flow custom kwargs to agents via Workflow SharedState (#2894 )

* Flow custom kwargs to agents via SharedState

* Address Copilot feedback

* Improve sample typing

* Fix test

Evan Mattson · 2025-12-17 00:04:00 +00:00

6adcac2e97

[BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844 )

* WIP: Factory pattern to handoff

* Add factory pattern to concurrent orchestration builder; Next: tests and sample verification

* Add tests and improve comments

* Fix mypy

* Simplify handoff_simple.py

* Simplify handoff_autonoumous.py and bug fix

* Update readme

* Address Copilot comments

Tao Chen · 2025-12-16 23:38:33 +00:00

8fca71e5ad

Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867 )

* Fix context duplication in handoff workflows when restoring from checkpoint

* Address Copilot PR review

Evan Mattson · 2025-12-16 09:52:59 +00:00

958a488f96

Python: [BREAKING] Observability updates (#2782 )

* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed

Eduard van Valkenburg · 2025-12-16 06:56:30 +00:00

3139347526

Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774 )

Evan Mattson · 2025-12-12 04:04:31 +00:00

0fc7933a92

Capture file IDs from code interpreter in streaming responses (#2741 )

Evan Mattson · 2025-12-11 07:30:19 +00:00

3481914981

Python: Add factory pattern to concurrent orchestration builder (#2738 )

* Add factory pattern to concurrent orchestration builder

* Update readme

* Address AI comments

* Fix unit tests

* Fix import

* Prevent multiple calls to set participants or factories

* Add comments

* Mitigate warnings

* Fix mypy

* Address comments

* Address Copilot comments

* Fix tests

Tao Chen · 2025-12-11 01:23:28 +00:00

191779ce80

Python: Add factory pattern to sequential orchestration builder (#2710 )

* Add factory pattern to sequential orchestration builder

* Use temp list to avoid override

* Add sample and some other fixes

* Fix comments

* Small fix

* Update readme

Tao Chen · 2025-12-10 18:16:10 +00:00

523305ac62

Python: extend HITL support for all orchestration patterns (#2620 )

* Support HITL for orchestration patterns

* Cleanup around naming

* Fix typing issues

* Clean up

* Naming clean up

* Updates to HITL to make it cleaner

* Rename human input hook to orchestration request info

* Clean up per PR feedback

Evan Mattson · 2025-12-10 15:59:29 +00:00

b378ca75d1

Python: Update fan in fan out sample to show concurrency (#2705 )

* Update fan in fan out sample to show concurrency

* Update python/samples/getting_started/workflows/parallelism/fan_out_fan_in_edges.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Tao Chen · 2025-12-08 19:53:37 +00:00

d7ca96923b

Renamed async_credential to credential (#2648 )

Dmytro Struk · 2025-12-08 01:21:18 +00:00

cfcb71334a

Python: Support an autonomous handoff flow (#2497 )

* Support an autonomous handoff flow.

* Simplify public API

* Address feedback

Evan Mattson · 2025-12-05 07:13:22 +00:00

b78a2b6d2e

Python: WorkflowBuilder registry (#2486 )

* Add workflow builder factory pattern

* Add internal edge groups to registered executors; next samples

* Update samples: Part 1

* register -> register_executor

* update hil samples

* Update other samples

* Update agent  samples

* Update doc string

* Add new sample

* Fix mypy

* Address comments

* Fix mypy

Tao Chen · 2025-12-05 05:26:10 +00:00

f2ed5b55f6

Python [BREAKING]: support magentic agent tool call approvals and plan stalling HITL behavior (#2569 )

* Provide way for HITL with magentic

* support tool call approvals and hitl stall replan

* human plan intervention sample

* Clean up

* Improve loging

* updates

Evan Mattson · 2025-12-04 05:13:27 +00:00

19ac6e57c0

Python: Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent (#2591 )

* Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent

* Sample cleanup

Evan Mattson · 2025-12-04 01:41:40 +00:00

f7a9005235

Python: Add sample to show handoff as agent with HITL (#2534 )

* Add sample to show handoff as agent with HITL

* Update uv.lock with latest pkg versions. Fix lint error.

* Upgrade grpcio to 1.76.0

* Handle grpcio versions

* Case insensitive compare for declarative

Evan Mattson · 2025-12-02 00:50:13 +00:00

e3b700ad9f

[BREAKING] Python: Standardize orchestration outputs as list of ChatMessage. Allow agent as group chat manager. (#2291 )

* Standardize orchestration outputs as list of chatmessage. Add chat options to group chat prompt manager

* refactor group chat

* Improve group chat manager

* README Update

* Cleanup

* Add comment

* More cleanup

* Standardize termination condition for group chat

* Improvements on termination logic

* Fix tests

* Fix new line

* PR feedback

* Update ChatKit based on OpenAI type change

* Raise error if response format is not expected type

* Only one starting executor required. Add tests.

* Add magentic start executor test

Evan Mattson · 2025-11-26 07:51:04 +00:00

907d79ab3c

[BREAKING] Python: Adjust magentic event types raised. No need for custom events. (#2215 )

* Adjust magentic event types raised. No need for custom events.

* Cleanup

* Fix test

* Update python/packages/core/agent_framework/_workflows/_magentic.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Evan Mattson · 2025-11-25 08:24:08 +00:00

27b3a517eb

Python: Fix the example of multi-tier handoff workflow with specialist-to-specialist routing (#2332 )

* Fix the example (1) to send only one initial message (2) to end conversation after trigger the last response as the comment describes

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* changed the hard-coded user query

---------

Co-authored-by: tsuting.kao <tsu.kao@microsoft.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Tsu-Ting · 2025-11-21 09:36:35 +00:00

1bf926bfc9

Python: Add Handoff + tool approval + checkpointing sample (#2346 )

* Handoff sample

* handoff with tool approval

* add Hanoff sample with tool approval and checkpointing

* Add to README

* Remove unnecessary files

* Update python/samples/getting_started/workflows/checkpoint/handoff_with_tool_approval_checkpoint_resume.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Fix comment

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Evan Mattson · 2025-11-21 13:13:27 +09:00

0781d4b459

Update Workflow Viz sample comments (#2361 )

Tao Chen · 2025-11-20 23:34:27 +00:00

5353b9a2f0

Python: Remove duplicated workflow observability sample (#2357 )

* Remove duplicated workflow observability sample

* Fix link

Tao Chen · 2025-11-20 21:06:12 +00:00

02af2bc0ef

Python: Add checkpoint save and restore hooks to executor (#2097 )

* Add checkpoint hooks

* Deprecate get_executor_state and set_executor_state

* Fix tests and samples

* Add doc strings

* Add sample

* Fix import

* Address comments and fix tests

* Address comments

* conditional import

Tao Chen · 2025-11-17 18:19:01 +00:00

c361ad8d33

Python: Handle agent user input request in AgentExecutor (#2022 )

* Handle agent user input request in AgentExecutor

* fix test

* Address comments

* Fix tests

* Fix tests

* Address comments

* Address comments

Tao Chen · 2025-11-11 18:59:57 +00:00

cd9073aa11

Python: Fix underlying tool choice bug and all for return to previous Handoff subagent (#2037 )

* Fix tool_choice override bug and add enable_return_to_previous support

* Add unit test for handoff checkpointing

* Handle tools when we have them

Evan Mattson · 2025-11-10 10:55:52 +00:00

548e0f028e

Add simple workflow sample that mixes agents and executors (#1946 )

* Add workflow mix agent executor samples

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Tao Chen · 2025-11-05 22:40:25 +00:00

9b471cc479

Python: [BREAKING] consolidate workflow run APIs (#1723 )

* consolidate workflow run apis

* improve validation, add tests

* Proper code tags for docs

* Update sample output

* Remove cycle validation

* PR feedback

* Validation

* Cleanup

Evan Mattson · 2025-11-03 23:34:59 +00:00

50d9b13bfc

[BREAKING] Python: Remove request_type param from ctx.request_info() (#1824 )

* Remove request_type param from ctx.request_info()

* Address comments

Tao Chen · 2025-10-31 14:31:15 +00:00

68b6a55757

Python: [BREAKING] Cleanup of dependencies (#1803 )

* removed extra and non-released deps

* added comments

* added space and lock

* fix pyright config

Eduard van Valkenburg · 2025-10-30 15:24:29 +00:00

434ffb8ab8

[BREAKING] Python: Replace RequestInfoExecutor with request_info API and @response_handler (#1466 )

* Prototype: Add request_info API and @response_handler

* Add original_request as a parameter to the response handler

* Prototype: request interception in sub workflows

* Prototype: request interception in sub workflows 2

* WIP: Make checkpointing work

* checkpointing with sub workflow

* Fix function executor

* Allow sub-workflow to output directly

* Remove ReqeustInfoExecutor and related classes; Debugging checkpoint_with_human_in_the_loop

* Fix Handoff and sample

* fix pending requests in checkpoint

* Fix unit tests

* Fix formatting

* Resolve comments

* Address comment

* Add checkpoint tests

* Add tests

* misc

* fix mypy

* fix mypy

* Use request type as part of the key

* Log warning if there is not response handler for a request

* Update Internal edge group comments

* REcord message type in executor processing span

* Update sample

* Improve tests

Tao Chen · 2025-10-29 23:31:23 +00:00

943d92674e

Python: [BREAKING] Python: Intro group chat and refactor orchestrations. Fix as_agent(). Standardize orchestration start msg types. (#1538 )

* Intro group chat and refactor magentic. Fix as_agent()

* Cleanup and improvements

* Add as_agent docstring clarification

* Standardize orchestration messages to use agent-style inputs.

* Simplify group chat constructs

* Further cleanup

* Add sk to af group chat migration sample. Update README.

* Improvements and simplifications

* consolidating shared orchestration logic

* Further clean up

* Add group chat sample

* Improve typing

* Fix test imports

* Fix readme links

* Cleanup per PR Feedback

Evan Mattson · 2025-10-25 00:14:06 +00:00

e3aad8e4e0

63 Commits