agent-framework

.NET: Align or add NuGet package settings for all packages (#1013 )

* Align or add NuGet package settings for all packages

* Update dotnet/src/Microsoft.Agents.AI.AzureAI/Microsoft.Agents.AI.AzureAI.csproj

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

* Address code review feedback

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

Mark Wallace · 2025-09-30 15:25:09 +00:00

4866936041

.NET: AI Agent with plugin (#1009 )

* add sample to demonstrate plugins for ai agent

* Update dotnet/samples/GettingStarted/Agents/Agent_Step15_Plugins/Program.cs

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

* Update dotnet/samples/GettingStarted/Agents/Agent_Step15_Plugins/Program.cs

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

* Update dotnet/samples/GettingStarted/Agents/Agent_Step15_Plugins/Program.cs

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

* remove lang version property

* address review comments

* rename functionInvocationServices to services

* restore the solution file corrupted during the merge with lates main

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

SergeyMenshykh · 2025-09-30 15:10:03 +00:00

bd167ee476

fix env variable name for migration samples (#1014 )

SergeyMenshykh · 2025-09-30 14:30:52 +00:00

38b6f68d70

Python: .NET: [BREAKING] Remove Actor-based runtime (#977 )

* Remove Actor-based runtime

* Fix formatting

* Remove cosmos db vestigials

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

Reuben Bond · 2025-09-30 14:09:32 +00:00

7967983755

.NET: Update OpenTelemetryAgent to latest spec (#967 )

* Update OpenTelemetryAgent to latest spec

It was stale. Rather than try to keep it up-to-date manually, I've changed it to piggy back on OpenTelemetryChatClient, so that it inherits everything OpenTelemetryChatClient does and then augments it just with agent-specific tags.

* Address feedback / merge

Stephen Toub · 2025-09-30 13:50:01 +00:00

0502f3ef91

.NET: Clean up some CancellationToken usage (#996 )

* Clean up some CancellationToken usage

* Unused usings

Stephen Toub · 2025-09-30 13:44:53 +00:00

4fd61924fc

Fixing broken links and some formatting in readme.md (#1011 )

westey · 2025-09-30 13:38:53 +00:00

53eb48968d

fix sample (#1008 )

Korolev Dmitry · 2025-09-30 12:08:35 +00:00

f8ad327651

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

Update the package version and suffix in preparation for public preview (#970 )

Co-authored-by: Mark Wallace <markwallace@microsoft.com>

Mark Wallace · 2025-09-30 10:08:23 +00:00

189434dd4b

.NET: Resize the icon to the recommended size (#1005 )

* Resize the icon to the recommended size

* Update dotnet/nuget/NUGET.md

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

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

Mark Wallace · 2025-09-30 09:26:37 +00:00

c1a385919a

.NET: Fix DI for ChatClientAgent (#973 )

* fix di for chat client agent so ai funcitons dependencies can be resolved from di container

* merge with latest main

SergeyMenshykh · 2025-09-30 08:40:03 +00:00

3dc8e1e025

.NET: Clean up stale mentions of M.E.AI.Agents (#997 )

* Clean up stale mentions of M.E.AI.Agents

* Unused usings

Stephen Toub · 2025-09-30 08:36:06 +00:00

77e5f527c4

.NET: Nuget update (#987 )

* Update README with enhanced highlights and streamlined getting started

- Added banner image for professional branding
- Updated highlights section to focus on key features: multi-agent orchestration, workflows, AF Labs, DevUI, Python/C# support, observability, multiple providers, and middleware
- Streamlined getting started section with direct links to comprehensive guides
- Fixed file paths in samples section and removed outdated Azure integration reference
- Improved overall structure and readability

* Update NuGet package documentation and add framework icon

- Added comprehensive high-level summary for Microsoft Agent Framework
- Included key features highlighting multi-agent orchestration, workflows, observability, and cross-platform support
- Added agent-framework-icon.png for NuGet package branding

* Update README.md

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

* Update dotnet/nuget/NUGET.md

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

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

e-straight · 2025-09-30 07:46:44 +00:00

7189caabc7

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

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

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

35d2d9fe7f

Update M.E.AI and MCP versions (#992 )

But not yet M.E.AI.OpenAI, which depends on the latest OpenAI, which conflicts with the latest Azure.AI.OpenAI.

Stephen Toub · 2025-09-30 07:17:59 +00:00

fc4fce7973

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

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

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

b8df0cd03f

Python: skip macos-latest in gatekeeper (#989 )

* update

* tmp change to test ci

* Update

* Update

* update

* Just update the matrix

Eric Zhu · 2025-09-30 00:16:52 +00:00

21a60aeb35

Python: Update README files: Fill empty documentation and expand minimal content (#980 )

* Initial plan

* Fill empty python/samples README and expand dotnet custom implementation README

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

* Fix broken documentation links in main README

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

* Fix installation instructions in Python main package README

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

* Address PR feedback: revert main README and Python package README, remove empty prerequisites section and repository link

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

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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

Copilot · 2025-09-29 23:59:50 +00:00

170c2c715a

Python: Fix tau2 tests by downloading data files directly from remote URLs (#960 )

* Re-add skipped tests in lab-tau2

* resolve comments

* cache the files

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

Yuge Zhang · 2025-09-29 23:10:29 +00:00

cef7fdf548

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

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

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

b4ebafa9b1

.NET: Rename workflows projects (#975 )

* Renaming Microsoft.Agent.Workflows to Microsoft.Agents.AI.Workflows

* Removing local settings.

* Removing remining old files from merge.

Ben Thomas · 2025-09-29 18:30:45 +00:00

647db9635a

Add transparency FAQ documentation (#976 )

This document provides comprehensive transparency information about Microsoft Agent Framework, including intended uses, limitations, evaluation methods, and responsible development practices.

e-straight · 2025-09-29 18:09:52 +00:00

aaf340096e

.NET: Add Agent Filtering Middleware (#478 )

* WIP

* Wip

* Updated ADR

* Updated ADR

* Update files

* Address copilot comments

* Update filters from Task<T> to Task only

* Project endpoint

* Add agent ctor filter

* Other Agent Framework investigation

* Remove SK Java, no support

* Update LlamaIndex info

* Removing unrelated files

* Implementation with specialization

* Remove the specialization option as extra unecessary complexity

* Move middleware responsibility to a decorator

* Update readme

* Function invocation wip

* Add Agent Builder

* Adding comparison samples

* Reorganize Samples and Processor vs Decorator

* Remove merge files

* Address formating warnigs

* Update ADR

* Step13 README's update

* Address PR feedback

* Address PR feedback

* Remove configure await from ADR samples

* Update variables

* Address feedback

* Address Agent level tool invocation with Options.ToolsTransformer strategy

* Removing the Processor approach

* Proposal design for Middleware in CreateAIAgent extensions

* Examples clean up and consolitation

* Update middlewares to work with ApprovalREquiredFunction

* Clean-up sample

* Update override function call sample

* Drop configuration from the extensions, looks overkill

* Builder interface ..

* Revert IAIBuilder interface approach

* Cleanup sample

* Adding unit tests

* Fix UT

* Cleanup sample

* Remove unneeded dependency

* Address PR comment + Readme Samples

* Add missing comments for Program.cs Middleware

* Address mor PR comments + add client factory for OpenAI extensions

* Add OpenAI UnitTests for extensions

* Add AzureAI PersistentChatClient UT

* Addess feedback

* Add function invoking UT

* Add builder extension UT

* Address feedback + Rearange abstractions + UT fixes

* Drop context based middleware for full decorating impl

* Update unit tests

* Update UT coverage

* Removing Middelware namespace

* Add missing UT

* Remove internal ToolTransformation Property

* Adjust xmldoc

* Remove transient file

* Address merge conflict

* Add xmldoc remark for clarity

* Address comment

* Address feedback

* Update UT

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

Roger Barreto · 2025-09-29 17:58:04 +00:00

7a8b456294

Python: basic python a2a support (#906 )

* basic python a2a support

* fixes

* small fixes

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

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

c102706146

.NET: rename A2A extension methods (#915 )

* rename

* simplify via agentProxy

* Update dotnet/src/Microsoft.Extensions.AI.Agents.Hosting.A2A.AspNetCore/WebApplicationExtensions.cs

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

* Update dotnet/src/Microsoft.Extensions.AI.Agents.Hosting.A2A/Microsoft.Extensions.AI.Agents.Hosting.A2A.csproj

---------

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

Korolev Dmitry · 2025-09-29 17:43:50 +00:00

fe6492ce60

Fix AIContextProvider comments (#971 )

westey · 2025-09-29 17:11:22 +00:00

9e8f5e62e7

.NET Workflows - Declarative Workflow Integration Tests (#956 )

* Checkpoint / 100% Pass

* Checkpoint: ActionExecutorResult

* Update dotnet/tests/Microsoft.Agents.Workflows.Declarative.IntegrationTests/Testcases/Marketing.json

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

* Namespace

* Sync updates

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

Chris · 2025-09-29 16:40:15 +00:00

e11ec9d941

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

.NET: Make serialize methods sync and rename one to match others. (#946 )

* Make serialize methods sync and rename one to match others.

* Remove unnecessary async postfixes.

* Remove nullability of ChatMessageStore.Serialize return type, since the default JsonElement already represents an undefined json element.

* Fix unit test

westey · 2025-09-29 09:32:01 +00:00

bf5931932e

Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.3.1 to 4.0.3.2 (#909 )

---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.3.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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

dependabot[bot] · 2025-09-29 08:45:12 +00:00

7c5b553c7e

Small fixes (#969 )

Dmytro Struk · 2025-09-29 08:43:00 +00:00

4cd76bf2b0

Remove the private preview docuemntation (#968 )

Co-authored-by: Mark Wallace <markwallace@microsoft.com>

Mark Wallace · 2025-09-29 07:48:36 +00:00

d6f2c6b3e5

Update System.CommandLine dependency (#918 )

Stephen Toub · 2025-09-28 18:55:48 +00:00

ff7d301389

[BREAKING] Delete Microsoft.Agents.Orchestration (#949 )

Replaced by AgentWorkflowBuilder.

Stephen Toub · 2025-09-28 18:54:52 +00:00

0d9f133e3b

Change RootNamespace for Agent abstractions project. (#958 )

Aditya Mandaleeka · 2025-09-28 18:54:09 +00:00

8ae15f10ed

Added structured output to agent streaming (#943 )

Dmytro Struk · 2025-09-27 17:07:17 +00:00

f2f0d40437

.NET: Fix samples, improve readme language and add readme to sln. (#942 )

* Fix samples, improve readme language and add readme to sln.

* Fix threading in openai samples too.

westey · 2025-09-27 06:48:26 +00:00

499838565e

.NET: Change Runtime namespaces to Microsoft.Agents.AI.Runtime (#957 )

* Rename MEAI.Runtime to MAAI.Runtime.

* Missed.

Aditya Mandaleeka · 2025-09-27 06:10:14 +00:00

28ad256931

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

Remove workflow design doc to avoid confusion as it is very out of date (#955 )

Eric Zhu · 2025-09-26 23:33:14 +00:00

9fec0f5ef4

.NET: Change Hosting namespaces to Microsoft.Agents.AI.Hosting (#953 )

* Rename MEAI.Hosting to MAAI.Hosting.

* dotnet format.

Aditya Mandaleeka · 2025-09-26 22:32:53 +00:00

6222a2cd18

.NET Workflows - Introduce support for Local variable scope (#944 )

* Prepare for update

* Checkpoint

* Comments

* All fixed

* Mixed casre test added

* Rollback nuget

* Remove redundant restorable

* Namespace

Chris · 2025-09-26 21:44:19 +00:00

4d63899812

Python: workflow instance should not be invoked concurrently (#948 )

* workflow instance should not be invoked concurrently

* address comments

Eric Zhu · 2025-09-26 20:11:05 +00:00

a9608465d9

Quick fix to make VS Code Extension port functional (#941 )

Tao Chen · 2025-09-26 16:26:56 +00:00

0d0231b512

feat: Solidify Concurrency Model for Inproc Workflows (#925 )

* Disallow execution of multiple workflows at once
* Define notion of executor Reset() to allow reuse of workflows with shared executor instances
* Switch to delivering all messages to a single executor sequentially, with executors running in parallel

Jacob Alber · 2025-09-26 15:44:02 +00:00

9614eea875

Python: Added chat middleware and more examples (#883 )

* Added example with stateful middleware

* Added chat middleware

* Updated middleware example with override scenario

* Small revert

* Small fixes

* Added kwargs to context objects

* Added README

* Added function middleware to chat client

* Small refactoring

* Reverted example files

* Made MiddlewareWrapper generic

* Added Middleware exception

* Small refactoring

* Small fix

Dmytro Struk · 2025-09-26 15:10:56 +00:00

eec7f192eb

.NET: Adding a few small sample improvements (#914 )

* A few small sample improvements

* Address PR comments.

* Simplify Mcp sample further.

westey · 2025-09-26 10:25:29 +00:00

863c8d7471

Python: Add support for Mem0 Open Memory (#876 )

* Add support for Mem0 Open Memory

* Linting fixes

* Linting fixes

* Add sample and documentation

* Small fixes

* Update sample code imports/class names for new package structure

* Improved typing

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Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

amritpal-singh-98 · 2025-09-26 09:50:40 +00:00

ef9c072eab

Python: typo fix (#920 )

* typo fix

* fixed two other typos

Eduard van Valkenburg · 2025-09-26 08:15:54 +00:00

0f2f2263c5

2155 Commits