agent-framework

Python: AG-UI protocol support (#1826 )

* Add AG-UI integration

* Fix tests. PR feedback

* Cleanup

* PR Feedback

* Improve README and getting started experience

* Fix links

Evan Mattson · 2025-11-05 05:25:24 +00:00

35a8565495

Python: feat: Add ChatKit integration with a sample application (#1273 )

* feat: Add ChatKit integration with a new frontend application

- Created a new frontend application using React and Vite for the ChatKit integration.
- Added essential files including package.json, vite.config.ts, and Tailwind CSS configuration.
- Implemented core components: App, Home, ChatKitPanel, ThemeToggle, and hooks for color scheme management.
- Established SQLite-based store implementation for ChatKit data persistence in store.py.
- Integrated theme toggling functionality for light and dark modes.
- Set up ESLint and TypeScript configurations for better development experience.

* git ignore

* fix mypy

* add mising file

* minimal frontend for chatkit sample

* update ignore files

* version

* set python version lowerbound on chatkit

* update project settings for chatkit

* update setup

* update setup

* update setup

* update setup

* weather widget

* add select city widget sample

* remove widget helper

* update chatkit to include file attachments and cover more thread item types

* update readme with mermaid diagram

* update diagram

* update instructions

* update chatkit dependency

* fix converter imports

* move to demos/

* move to demos/ -- rename references

* support multiple session instead of using global variable in sample

* support chunk streaming

* fix tests

* Update python/samples/demos/chatkit-integration/store.py

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

* use local host

---------

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

Eric Zhu · 2025-11-05 02:11:40 +00:00

0c862e97a6

Add orchestration samples link (#1914 )

Evan Mattson · 2025-11-05 00:30:56 +00:00

2499262f30

Update changelog with a new PR that went in (#1912 )

Evan Mattson · 2025-11-04 23:20:13 +00:00

7b3e2a7e82

Fix mcp tool cloning for handoff pattern (#1883 )

Evan Mattson · 2025-11-04 22:49:34 +00:00

d5040236c9

Python: .NET: Updated package version and small fix (#1911 )

* Removed public key

* Updated package version

* Updated Python package versions

Dmytro Struk · 2025-11-04 22:42:07 +00:00

9e1b3c9b85

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

Python: Introducing the Anthropic Client (#1819 )

* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client

Eduard van Valkenburg · 2025-11-03 19:32:28 +00:00

12d17acdc0

a2a workflows fix (#1860 )

Giles Odigwe · 2025-11-03 18:47:09 +00:00

a766a81243

Python: fix middleware and cleanup confusing function (#1865 )

* fix middleware and cleanup redundant function

* added test to validate

Eduard van Valkenburg · 2025-11-03 18:42:59 +00:00

e462d209fd

Python: Azure AI top_p and temperature parameters fix (#1839 )

* azure ai parameters fix

* added unit tests

* unit test fix

* fix

Giles Odigwe · 2025-10-31 20:46:38 +00:00

a9a1b1e567

Python: Ensure agent thread is part of checkpoint (#1756 )

* ensure agent thread is part of checkpoint

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

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

* remove data copying for server side thread.

* refine warning check

---------

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

Eric Zhu · 2025-10-31 15:48:43 +00:00

889f45a7ef

[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: Lab: Updates to GAIA module (#1763 )

* Lab: Updates to GAIA module

* update

* emoj!

* fix lint

* update lab test workflow to only trigger for python changes

* lint

* lint

* Fix broken OpenAI agents JS documentation link

Eric Zhu · 2025-10-30 22:02:31 +00:00

1543370027

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

fix: Remove strict thread id validation for tool results (#1769 )

* fix: remove strict thread id validation for tool results

* test: remove corresponding test for strict thread_id validation

Kurt · 2025-10-30 14:32:46 +00:00

abfdf75cfb

Python: Azure AI Search Support Update + Refactored Samples & Unit Tests (#1683 )

* azure ai search sample update

* azure ai search update

* small fix

Giles Odigwe · 2025-10-30 02:30:06 +00:00

2059e7b3e8

[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: Fix type compatibility check (#1753 )

* Fix type compatibility check

* Address comments

Tao Chen · 2025-10-29 00:48:01 +00:00

1fbdcf8268

Updated Python and .NET package versions (#1758 )

Dmytro Struk · 2025-10-28 18:49:50 +00:00

eed7e59f3f

Python: Added thread to AgentRunContext (#1732 )

* Added thread to agent run context

* Added sample

* Update python/samples/getting_started/middleware/thread_behavior_middleware.py

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

* Small fix

---------

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

Dmytro Struk · 2025-10-28 16:31:09 +00:00

adba312cd6

Python: AutoGen migration samples (#1738 )

* add autogen migration samples

* fix typo

* remove comment

* fix typo

* fix lab pyright

* fix for HuggingFace change

Eric Zhu · 2025-10-28 00:47:31 +00:00

3194851c11

Python: reject @executor on staticmethod/classmethod with clear error message (#1719 )

* reject executor on static method w clear error

* Simplify

* Cleanup

Evan Mattson · 2025-10-27 05:31:58 +00:00

e2d1ba3192

excluded devui frontend in pyproject.toml (#1697 )

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

Alex Lavaee · 2025-10-27 05:30:12 +00:00

ff7de7a500

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: Update lab packages and installation instructions (#1687 )

* update lab packages and installation instructions

* fix dep

Eric Zhu · 2025-10-24 21:12:08 +00:00

aba505df77

Python: [BREAKING] Update Agent Framework Lab Lightning to use Agent-lightning v0.2.0 API (#1644 )

* Merge changes from AGL release

* Merge changes from AGL release

* fix mypy

* fix tool call with pydantic

* Apply suggestion from @ekzhu

* fix lint

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Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Yuge Zhang · 2025-10-24 17:02:56 +00:00

458819a12b

[BREAKING] Python: Refactor Checkpointing for runner and runner context (#1645 )

* Refactor Checkpointing for runner and runner context

* exception

* Fix formatting

* Comments

* rename

* Add detailed doc string

Tao Chen · 2025-10-24 03:34:55 +00:00

31701dbb92

Python: DevUI Fix Serialization, Timestamp and Other Issues (#1584 )

* refactor(devui): adopt standard OpenAI lifecycle events for agents and workflows

- Replace custom workflow events with OpenAI Responses API standard lifecycle events
- Add AgentStartedEvent, AgentCompletedEvent, AgentFailedEvent for clean separation
- Implement ExecutorActionItem for workflow executor tracking
- Convert informational events to trace events to reduce noise
- Update README mapper table with comprehensive event mappings
- Maintain full backward compatibility with legacy events

* fix(devui): resolve timestamp overwriting and Content serialization errors

- Fix tool call timestamps being overwritten on each render (#1483)
- Add recursive Content serialization to handle ChatMessage and nested objects (#1548)
- Implement proper MCP tool cleanup on server shutdown
- Add timestamp field to function_result.complete events
- Enhance credential and client resource cleanup

Fixes #1483, #1548
Partial improvements for #1476

Victor Dibia · 2025-10-23 18:19:20 +00:00

6b66a34609

Python: Update lab test trigger (#1632 )

* Update lab test trigger

* fix tests

Eric Zhu · 2025-10-23 18:11:57 +00:00

064ee8afbe

Python: MCP Error Handling Fix + Added Unit Tests (#1621 )

* mcp error fix

* test docstring fixes

Giles Odigwe · 2025-10-23 18:01:10 +00:00

1f19a6da5c

Python: Skip flaky openai vector store file tests (#1667 )

* Add poll interval to fix integration test

* skip flaky tests

Eric Zhu · 2025-10-23 17:31:41 +00:00

905e730dc2

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

Python: Added Samples for HostedCodeInterpreterTool with files (#1583 )

* code interpreter with files

* import fix

Giles Odigwe · 2025-10-21 01:37:53 +00:00

e8a7d3b1b7

Bump vite from 7.1.5 to 7.1.11 in /python/packages/devui/frontend (#1586 )

Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.5 to 7.1.11.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.1.11/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.11
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

dependabot[bot] · 2025-10-21 01:17:40 +00:00

acfbc4bc3c

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: Updated merge test jobs (#1578 )

* Updated merge test jobs

* Small fix

Dmytro Struk · 2025-10-20 16:22:46 +00:00

9c3f52566f

Python: Remove deprecated add_agent() calls from workflow samples (#1508 )

* Initial plan

* Remove add_agent calls from workflow samples

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 · 2025-10-17 02:25:31 +00:00

151efd2e80

Python: Updated package version (#1528 )

* Updated package version

* Update python/CHANGELOG.md

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

* Updated metadata for Purview

* Updated test

---------

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

Dmytro Struk · 2025-10-16 22:32:25 +00:00

8c24a72107

Python: Add Purview Middleware (#1142 )

* [Py Purview] Purview Python Initial Commit

* [Py Purview] Purview Python Minor Fixes

* [Py Purview] Purview Python Comment Fixesish

* [Py Purview] Purview Python Agent Middleware Done

* [Py Purview] Purview Python Agent Middleware Done

* [Py Purview] Purview Python Lint Errors

* [Py Purview] Purview Python Final Hopefully

* [Py Purview] Purview Python Final Hopefully

* [Py Purview] Purview Python Fix ReadMe

* [Py Purview] Purview Python Fix MyPy

* [Py Purview] Purview Python Minor Updates on comments

* [Py Purview] Purview Python Fix Build Error

---------

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

Rishabh Chawla · 2025-10-16 21:46:04 +00:00

59da578902

Python: Agent Name Sanitization (#1523 )

* a2a agent name sanitization

* fix

* small fix

---------

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

Giles Odigwe · 2025-10-16 20:33:25 +00:00

76ae0a62ac

Small fix in OpenAI Responses client (#1509 )

Dmytro Struk · 2025-10-16 14:27:39 +00:00

3b9193c15e

Python: Added MCP headers for AzureAI (#1506 )

* add mcp headers

* small fix

Giles Odigwe · 2025-10-16 05:42:45 +00:00

db7f767180

Python: Add Function Approval UI to DevUI (#1401 )

* ensure function aproval is parsed correctly

* udpate ui, add deployment guide button, other debug panel fixes

* feat(devui): Implement lazy loading architecture with enhanced security and state management

Major architectural improvements to DevUI for better performance, security, and developer experience:

Performance & Architecture:
- Implement lazy loading for entity discovery - entities loaded on-demand instead of at startup
- Add hot reload capability for development workflow via new reload endpoint
- Reduce startup time and memory footprint by deferring module imports

Security Enhancements:
- Remove remote entity loading capabilities (POST /v1/entities/add, DELETE endpoints)
- DevUI now strictly local development tool - no remote code execution
- Add explicit security documentation and best practices in README

Frontend Improvements:
- Migrate to Zustand for centralized state management (replacing prop drilling)
- Add lightweight zero-dependency markdown renderer with code block copy support
- Improve gallery UX with setup instructions modal instead of direct URL loading
- Enhanced message UI with copy functionality and better token usage display

Testing & Quality:
- Expand test coverage for lazy loading, type detection, and cache invalidation
- Add comprehensive tests for new behaviors (+231 lines of test code)
- Improve type safety and documentation throughout

Breaking Changes:
- Remote entity loading via URLs is no longer supported
- Entities must be loaded from local filesystem only

* update ui issues, uupdate test descripion

Victor Dibia · 2025-10-15 21:36:29 +00:00

b64358df7e

Python: Added instructions for GitHub Copilot (#1468 )

* Python instructions for GitHub Copilot

* Changed file location

* Revert "Changed file location"

This reverts commit 54a4723f8a.

Dmytro Struk · 2025-10-15 17:40:49 +00:00

a4ba6eed57

Python: Post-Fix GH008 - Re-Upload missing favicons via LFS (#1490 )

* Stop tracking favicons via LFS and store as regular files

* Cleanup fav icons

Roger Barreto · 2025-10-15 16:35:50 +00:00

49455ad1b9

Temp: re-upload missing favicons via LFS (#1479 )

Roger Barreto · 2025-10-15 15:34:36 +00:00

f593bb535a

Python: Enhanced documentation for dependency injection and serialization features (#1324 )

* improvements in dep injection and sample

* fix for falsy default

* fix mypy

* update to use a nested dict instead of a string.

* clarify docs

* Update python/packages/core/agent_framework/_tools.py

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

* Update python/packages/core/agent_framework/_tools.py

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

* Update python/packages/core/agent_framework/_tools.py

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

* Update python/packages/core/agent_framework/_serialization.py

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

* format

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

Eric Zhu · 2025-10-13 20:34:27 +00:00

9148392d00

Python: Refactor RequestInfoExecutor (#1403 )

* Refactor RequestInfoExecutor

* Update AI script

* Fix formatting

* Address comments

* fix unit test

Tao Chen · 2025-10-13 19:18:17 +00:00

fc12ab9fed

Python: Added URL Citation Support to Azure AI Agent (#1397 )

* added url citation to agentrunresponse

* small fix

* fix

* Update python/packages/azure-ai/agent_framework_azure_ai/_chat_client.py

Co-authored-by: Tao Chen <taochen@microsoft.com>

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Co-authored-by: Tao Chen <taochen@microsoft.com>

Giles Odigwe · 2025-10-13 19:04:08 +00:00

baf59ca1ed

280 Commits