agent-framework

[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] 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

renamed all (#3207 )

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

d8cf8361bd

Renamed async_credential to credential (#2648 )

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

cfcb71334a

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

[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

Python: Clean up imports (#2318 )

* chore: tidy imports

* Update python/packages/azurefunctions/agent_framework_azurefunctions/_errors.py

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

* Update python/packages/azurefunctions/agent_framework_azurefunctions/_callbacks.py

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

* chore: revert stub file change

* chore: trigger pre-commit hook, re-add `annotations` import

---------

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

Brandon McConnell · 2025-11-19 23:41:01 +00:00

79bb87061b

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

Python: Add Handoff orchestration pattern support (#1469 )

* Add Handoff orchestration pattern support

* PR feedback

* Use AOAI client in samples

* Adjust to tool

* Handoff to sub-agent via ai function

* PR feedback

* More cleanup

* Improvements

* PR feedback cleanup

* Add handoff migration sample.

* Remove type ignore

* fix markdown link formatting

* Remove readme link for non-existent sample

Evan Mattson · 2025-10-22 01:51:51 +00:00

b66619a544

Code clean up: Checkpoint and WorkflowBuilder (#1557 )

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

Tao Chen · 2025-10-20 16:34:06 +00:00

083d0de3f3

Python: Fix AI Search Tool Sample and improve AI Search Exceptions (#1206 )

* Python: Fix AI Search Tool Sample and improve AI Search Exceptions

* Python: Fix AI Search Tool Test

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Hassan Warsi · 2025-10-10 18:46:57 +00:00

350cdfc1cd

Python: semantic-kernel to agent-framework migration code samples (#1045 )

* wip migrations

* Wip: workflow migrations

* Add migration samples for sk to af

* Fix typo

* Fixes

Evan Mattson · 2025-10-01 07:02:03 +00:00

fb51d917fd

14 Commits