agent-framework

.NET: Python: Updated package versions (#1944 )

* Updated .NET version

* Updated Python package versions

* Updated changelog

Dmytro Struk · 2025-11-05 22:20:31 +00:00

327c304339

Python: fix missing packaging dependency (#1929 )

* fix missing packaging dependency

* add aiohttp to azureai

Eduard van Valkenburg · 2025-11-05 18:09:54 +00:00

e2282ebe42

Python: add support for Python 3.14 (#1904 )

* add tests for py3.14 and add classifier

* remove macos

* allow openai v2

Eduard van Valkenburg · 2025-11-05 09:42:39 +00:00

54db13c22f

Python: Bump ag-ui package to 1.0.0b251105 for a release. Update changelog. (#1922 )

* Bump ag-ui package to 1.0.0b251105 for a release. Update changelog.

* Fix authors and license-files

Evan Mattson · 2025-11-05 08:30:52 +00:00

d81b579111

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

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: 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

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

[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

Updated Python and .NET package versions (#1758 )

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

eed7e59f3f

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

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: 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

---------

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

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

458819a12b

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: 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: bump version and update changelog (#1277 )

* bump version and update changelog

* undo lab package version bump

* add changelog to exclude pattern for links

* fix for ignore path

* exclude file

Eduard van Valkenburg · 2025-10-07 21:41:59 +00:00

8b73b5b1be

Python: updated docstrings (#1225 )

* updated docstrings

* fix tests and mypy

* hosted file search docstring update

* updated versions

Eduard van Valkenburg · 2025-10-06 16:04:39 +00:00

714e7b50d4

Python: Standardize docstrings: Use Keyword Args for Settings classes and add environment variable examples (#1202 )

* Initial plan

* Update Settings classes to use Keyword Args and add examples

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add examples and env var documentation to chat clients

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add env var docs and examples to Responses and AzureAI clients

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Remove Args from class docstrings where they belong in __init__

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add env var docs and examples to Assistants clients

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* updated to keyword args

* Fix incorrect code block formatting in _workflows/_executor.py

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix markdown code blocks in _workflows/_edge.py - use Sphinx format

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Update _assistants_client.py

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

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Copilot · 2025-10-06 07:37:34 +00:00

8bd3e11d3e

Python: Introducing AI Function approval (#1131 )

* support for local function approval

* small fix

* fix mypy

* added bigger test scenario's for function calling and approvals

* updated lock

* updated return message for rejection

* fix test

* updated function result content handling

Eduard van Valkenburg · 2025-10-04 15:19:16 +00:00

fd819c6c02

Python: updated docstrings of all _files (#1107 )

* updated docstrings of all _files

* fix mypy

* fixed codeblocks in workflows and some other files

---------

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

Eduard van Valkenburg · 2025-10-02 16:18:58 +00:00

8b80a03fbb

fix a2a import (#1058 )

Eduard van Valkenburg · 2025-10-01 13:21:46 +00:00

396e7ee48d

Python: Packaging fixes (#1056 )

* small updates to setup

* post1

* reset version

* updated package status

Eduard van Valkenburg · 2025-10-01 11:54:26 +00:00

2575e8cab0

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

Python: [BREAKING] added SerializationMixin and applied to contents, agents, chat client… (#1012 )

* added SerializationMixin and applied to contents, agents, chat clients, removed AFBaseModel

* fix annotations type

* mypy fixes

* fix tests

* fix serializable subvalues and added large docstring

* updated indents in code block

* fixed exported urls

Eduard van Valkenburg · 2025-09-30 19:53:46 +00:00

54ad135914

.Net: Visualizing dotnet workflows (#882 )

* Adding more test for workflow vizualization.

* Improving README for sample.

* More cleanup.

* Removing rendering of workflow visualization and adding basic support for mermaid format.

* Adding basic mermaid tests.

* Improving sample. Switching to another branch.

* About to merge from main.

* Formatting.

* More fromatting.

* Removng uneeded call to ToUpper.

* Adding README.

* Moving samples under workflow to workflows.

* Removing uneeded README for map-reduce sample.

Ben Thomas · 2025-09-30 16:29:19 +00:00

df3e12b2ed

Python: [BREAKING] Python: Rename workflow to workflows (#1007 )

* Rename workflow to workflows

* Update occurence of workflow to new name

Evan Mattson · 2025-09-30 11:21:34 +00:00

b42bb700fb

Python: [BREAKING] Main to core (#983 )

* removed pydantic from types

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated lock and test fixes

* moved main to core, and setup meta package

* updated versions

* updated lock

* fixed agents dependency

* added retry to merge tests

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Eduard van Valkenburg · 2025-09-30 07:18:36 +00:00

35d2d9fe7f

Python: Add Agent Framework Lab Lightning package with RL training examples (#937 )

* add math agent

* .

* update

* update debug mode

* add tau2 training

* .

* .

* .

* .

* add tests

* .

* revert observability

* update readme

* fix task serialization issue

* fix exception

* add inline docs

* update readme

* update pyproject toml

* minor fix

* update and use git lfs

* update

* update ignore file to use lab specific

* fix type

* update depedency

---------

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

Yuge Zhang · 2025-09-30 01:18:49 +00:00

b8df0cd03f

Python: [Breaking] removed pydantic from types and workflows (#917 )

* removed pydantic from types

* fix test

* fix test

* fix tests

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated pydantic removal

* updated lock and test fixes

* fix mypy

* updated build system

* updated chat client parsing

* fix broken test

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Eduard van Valkenburg · 2025-09-29 21:19:58 +00:00

b4ebafa9b1

Python: basic python a2a support (#906 )

* basic python a2a support

* fixes

* small fixes

---------

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

Giles Odigwe · 2025-09-29 17:53:45 +00:00

c102706146

Python: [BREAKING] cleanup of thread API and serialization (#893 )

* cleanup of threads and serialization

* fix for sliding window

* fix redis test

* updated from comments

* updated context provider and threads

* updated lock

* add asyncio default

* fix redis tests

* fix tests

* fix tests

* renamed to invoking

* fixed tests

* fix for instructions

Eduard van Valkenburg · 2025-09-29 16:22:34 +00:00

10d10364a9

Python: consolidate lab packages into a single one; update contribution guidelines (#940 )

* consolidate lab packages into a single one; update contribution guidelines

* update dep list

* add poe tasks; fix tests and lint erros

* add lab tests for CI

* fix test

* update root pyproject.toml

Eric Zhu · 2025-09-27 03:28:05 +00:00

514d0209a8

Python: support checkpoints for workflow orchestrations and sub-workflows (#863 )

* Magentic checkpoint wip

* Magentic checkpoint updates

* Support checkpointing for magentic orchestration.

* Checkpointing for sub-workflows

* Use _execute_contexts instead of _pending_requests

* Remove unnecessary type ignores

* Support checkpoints for other orchestrations, refactor some code.

* Regenerate uv.lock

Evan Mattson · 2025-09-26 02:21:06 +00:00

2cd7ab342b

[BREAKING] Python: Observability cleanup (#905 )

* Further observability cleanup and update telemetry samples

* Add VS Code Extension config

* Fix unit tests

* Fix unit tests

* Add more comments

* Remove live metric

Tao Chen · 2025-09-25 18:50:50 +00:00

a480ccfd16

Python: [BREAKING] updated structure and samples (#875 )

* updated structure and samples

* updated names and removed cross tests

* updated projects etc

* updated tests

* updated test

* test fixes

* removed devui for now

* updated all-tests task

* removed old style configs

* remove coverage from tests

* updated to unit tests with all-tests

* updated foundry everywhere

* fix azure ai tests

* fix merge tests

* fix mypy

Eduard van Valkenburg · 2025-09-25 07:02:53 +00:00

9355329dfd

Python: Allow union types in FanIn edge group (#868 )

* Improve type utils

* Add sample

* Add Union

* Add more test cases

* Add more test cases

* Fix RequestResponse typing to only coerce mapping original_request

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Tao Chen · 2025-09-23 21:02:00 +00:00

b28e1db478

Python: additional Foundry Tools (#611 )

* initial work on additional foundry tools

* fixes

* fix tests

* fix import

* updated lock

* added hosted MCP for foundry

* fixes

* fix for test

* updated samples

* fix result parsing

Eduard van Valkenburg · 2025-09-23 11:20:20 +00:00

9eb68ab2f9

Python: Telemetry and observability follow-up (#833 )

* updated telemetry work

* updated telemetry

* slight improvement

* updated tests

* fixes for telemetry

* fixes for mypy

* added settings setup to runner to avoid error

* streamline usage

* updated tests

* updated tests

* further refinement

* fix dumped item for otel

* removed enable_workflow_otel

* final fixes

* final fixes

* updated samples

* removed exporters

* fix tests

* fixed last import'

* fixed devui

Eduard van Valkenburg · 2025-09-23 06:21:56 +00:00

2576e7a091

Python: add RedisContextProvider (#716 )

* Setting up

* Readme

* Add redis tests path to all-tests

* First pass integration

* Keep provider convention

* First pass integration

* add redis integration tests

* update README.md

* Add basic sample for redis integration

* Add partitioning, add partition-aware tests, improve sample script

* Fix code quality check

* Try to resolve pytest check

* Try to identify if pytest is the cause of failed checks

* Re-enable tests

* Rename redis test file

* Removing some tests to narrow down issue

* Revert, no difference

* Delete temp files

* Starting refactor of RedisProvider

* Build dynamic schema builder, still need to do dynamic embedding model config

* Add scope control

* Complete first pass functionality with OpenAI + HF vectors -> Tests, Samples, Demo to follow

* Fix code quality

* attempt to identify rootcause of failed test

* attempt to identify rootcause of failed test

* Attempt to resolve code quality fail

* Update pyproject.toml for foundry to pin     azure-ai-projects == 1.1.0b3,azure-ai-agents == 1.2.0b3

* Add tests for redisprovider

* Remove invalid tests

* Add API key handling for openai vectorizer

* Update uv.locl

* Use master uv.lock

* Begin sample file, add lazy index creation, fix faulty override

* Index drop and reinit depends on drop_redis_index not overwrite

* Add samples, threading included, escaped queries, verify threading works, sample README.md

* Refactor filters

* Opinionated vars

* Allow filter expression combination

* Try inline stubs for mypy

* Address mypy errors

* Better docstrings, tweaks for feedback

* Tweak example 3 in redis_threads.py sample

* adjust confusing name

* Enrich docstrings

* Add descriptions and comments to samples, externalize vectorizer choice, remove nltk and sentencetransformers dependnecy

* Add descriptions and comments to samples, externalize vectorizer choice, remove nltk and sentencetransformers dependnecy

* Incorporate initial feedback from dmytrostruk

* Fix uv.lock

* Attempt to resolve conflict

* Use remote .tomls

* Sanity check

* fix tests

* Remove hardcoded API key from samples

* Fix incorrect env var

* Make add and redis_search private

* Fix tests relying on private funcs

* Expand tests

* Explainer comments to each test

* Add a 'get_conversation_history' function to RedisProvider - This just returns messages in sequential order. Added 'created_at_*' timestamps to facilitate sequential recovery. function has to be manually invoked by user

* Add agent-framework-redis to  python/pyproject.toml

* Remove get_conversation_history

* improve redis context provider with pydantic techniques and safe index handling patterns

* add RedisChatMessageStore

* remove integration test :(

* fix mypy error

* Remove unused params

* Redo schema validation to be order-invariant, handle attrs (previously throwing errors due to strict ==)

* Expand explanation

* Add ChatMessageStore example

* Fix comments in redis_conversation.py

* Resolving uv.lock conflict, update to match main

* Fix test in redis provider

* Apply suggestion from @ekzhu

* Update python/packages/main/pyproject.toml

---------

Co-authored-by: Tyler Hutcherson <tyler.hutcherson@redis.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Han · 2025-09-23 00:36:27 +00:00

ca810076e8

Python: Add DevUI to AgentFramework (#781 )

* add initial backend service code for devui

* add tests

* add frontendcode

* ui updates

* update readme

* ui updates and tweaks

* update ui bundle

* improve ui, add react flow base

* add react flow ui, fix background

* update ui, fix introspection bug

* update readme

* update ui build

* add support for multimodal input - both backend and frontend

* update ui build

* refactor as main framework package

* backend and tests refactor

* ui build update

* ui build update and refactor

* update pyproject.toml, update uv.lock

* update ui build

* ui update to fit oai responses types

* add backend updat and readme update

* mypy and other fixes

* add intial dev guide

* update ui and fix workflow bug

* update ui build, add thread support

* type fixes

* update workflow view

* update uv.lock

* fix workflow iport errors

* lint and other fixes

* mypy fixes

* minor update

* update ui build

* refactor to use oai dependencies directly, update examples to samples, improve typing

* readme update

* update ui and ui build

* fix workflow pyright error

* update ui, fix issues with run workflow placement, miniamp menu, etc

* make samples integrate serve

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Victor Dibia · 2025-09-22 23:30:08 +00:00

1ef24d3e91

Python: OpenAI Responses Image Generation Tool (#842 )

* Image generation + Added Samples

* extended image gen tool for responses

* uv fix

* removed hosted image gen

* copilot suggestions

* Update python/packages/main/agent_framework/openai/_responses_client.py

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

---------

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

Giles Odigwe · 2025-09-22 22:38:44 +00:00

adb6dcd2af

Python: Fixing the OpenAI Responses Client to be able to persist and interact with server-side threads (#818 )

* Fix options_dict handling in response client

* Update python/packages/main/agent_framework/openai/_responses_client.py

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

* Update condition for storing chat options

Fixes issue where, when using server-side threads, AF would pass back the function call message due to store being in chat_options in kwargs, not at the kwargs level. Means the appending of only the tool execution result never happens.

Resulted in a "tool output not found error" as we replied with the call not the result first.

* Refactor chat_options access for clarity

* Refactor store option assignment in responses client

* Small fixes

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

fiow123 · 2025-09-22 01:58:50 +00:00

94cef85c71

Python: Add tau2 benchmark integration with comprehensive testing and documentation (#817 )

* first commit to tau2-bench

* tau2-bench agent

* tau2 agent

* add condition

* checkpoint

* bug fix

* add tests

* fix tests

* add comments

* add comments

* minor fix

* fix

* batch test script

* .

* init.bak -> init.py

* fix mypy

* update readme

* fix env

* remove temp files

* setup tests

* fix gaia tasks

* fix tau2 tests

* fix coverage

* fix default version

* update cookiecutter template

---------

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

Yuge Zhang · 2025-09-21 23:08:45 +00:00

205cd700c8

Fix typo 'lighting' --> 'lightning'; update labler (#823 )

Eric Zhu · 2025-09-19 02:17:12 +00:00

367a3275d1

Python: Introduce Agent Framework Lab with GAIA Benchmark and Lighting project for RL (#719 )

* prepare eval package

* add gaia benchmark to eval package

* update telemetry

* renaming

* organization

* organize into namespace packages; rename to labs

* update cookie cutter instruction

* update gaia runner

* use temp directory

* Rename "labs" --> "lab"

* update

* update gaia sample

* update status

* Add lighting project

* Add listing for lighting

Eric Zhu · 2025-09-17 05:59:21 +00:00

a1b0a28f9c

Python: [BREAKING] Move workflow to main package (#767 )

* Move workflow to main package

* Remove workflow specific unit test config

* Remove workflow-specific version info

* Revert unintended telemetry changes

* Removed the obsolete packages/workflow/tests target

* Rename dir workflow to _workflow

* Fix test imports

Evan Mattson · 2025-09-16 12:04:07 +00:00

732d9f6cd7

235 Commits