agent-framework

Python: Clarifications on installing packages in README (#1036 )

* Clarifications on installing packages in README

* Updates

Evan Mattson · 2025-10-01 01:12:56 +00:00

d3219b5e93

Remove defunct AgentExtensions.WithOpenTelemetry (#1033 )

Stephen Toub · 2025-10-01 00:24:13 +00:00

9360780ce5

Python: Fix: MCP tool calls flatten nested JSON arguments (handle $ref schemas) (#990 )

* Initial plan

* Fix nested JSON argument flattening in MCP tools - handle $ref schemas

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

* Apply code formatting fixes from ruff linter

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

* Fixed formatting

* Refactor JSON type mapping to use match-case statement

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

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

Copilot · 2025-10-01 00:22:46 +00:00

bdfa62c834

Python:DevUI Fixes (#1035 )

* fix event reset on thread change, enable multiline input, enable pasting of files and screenshots

* UI updates and improved remove discovery

* ui and other fixes

---------

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

Victor Dibia · 2025-10-01 00:21:22 +00:00

fa9f5c1aed

.NET: Workflow observability (#959 )

* Add basic Workflow telemetry

* Add sample

* Add source propagation for executor spans

* Fix tests and address comments

* Fix formatting

* Fix declarative unit tests

* Address comments

* Remove Microsoft.Extensions.AI.Agents.EnableTelemetry

* Formatting

* Formatting

* Formatting

* fix solution

* Address comments

* Add workflow json definition for serialization

* Formmating

* Address comments

Tao Chen · 2025-09-30 23:40:04 +00:00

042099009f

.NET: Fix some more static analysis diagnostics (#1025 )

* S1006

* S2219

* S3236

* S3260

* S1125

* IDE0063

* IDE0062

* IDE0028

Stephen Toub · 2025-09-30 22:50:22 +00:00

2539282d30

.NET Workflows - Code Generation for Declarative Workflow (#655 )

* Notes

* Readme typo

* Update readme

* Checkpoint

* Namespace fix

* Fix ID and namespace

* Checkpoint

* Verified

* Comments

* Isolate "Kit"

* Address note: static

* Checkpoint

* Checkpoint "Executor<>"

* Prefix and internal executors

* Test passing

* Cleanup

* Rename "session" concept

* Revert workflow debug

* Fix template base / pragma

* Tune system scope

* Update dotnet/src/Microsoft.Agents.Workflows.Declarative/CodeGen/ResetVariableTemplate.tt

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

* Fix empty template

* Add validation for codegen ut

* Fix test

* Codegen baselines

* Constant

* Prep

* Mark TODO

* Fix

* Namespace

* One more

* Update baselines

* Checkpoint

* Checkpoint

* Checkpoint

* fme

* Checkpoint

* Another step

* Fixed up

* Roslyn

* Fix

* More cleaning

* Async

* Fix

* Enum checkpoint

* Refine enum

* Checkpoint

* Sync templates

* Checkpoint

* Streamline

* Pre-merge analyzer updates

* Foreach

* Placeholders

* Checkpoint

* Clean-up

* Sample path resolution

* Checkpoint

* Checkpoint - Workflow Code Building

* Validation

* Test cleanup

* Update test basline

* Update test baseline

* Fix DefaultTemplate usage

* Validation checkpoint

* Fix break/continue edges

* Verify generated code builds

* Fix merge

* Fix build validation

* Update template handling of literal string values.

* Test for metadata case

* Update baselines

* Fix merge

* Checkpoint

* Checkpoint: Conditions

* Invoke Agent Checkpoint

* Namespace

* Address code-analysis issues

* Cross platform test support

* Invoke agent checkpoint

* Clean sample

* Checkpoint: Agent Invoke Input Messages

* Checkpoint - Passing

* Checkpoint

* Regenerate all template + port conversation fix

* Checkpoint: Tests good

* Fix test for unbuntu

* Fix build command

* Checkpoint - E2E

* Test fix

* Update integration tests

* Fix merge

* Update

* Checkpoint !!!

* Baby steps

* Checkpoint

* Checkpoint E2E !!!

* So close...

* Integrate test validation

* Fix merge

* Rebase tests

* Namespace

* Namespace

* Test cleanup

* Sample comment cleanup

* Checkpoint: List conversion

* Include these

* CheckPoint: ParseValue

* Namespace

* Fix sampel

* More namspace

* Comments

* Test updates

* Test fix

* Better build

* Shared code

* Sort solution

* Fix build

* Prune solution

* One more

* Conversion matrix

* Final table conversion

---------

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

Chris · 2025-09-30 21:56:14 +00:00

77404d165c

Python: Tool definitions otel (#936 )

* added tool_definitions

* removed json dump

* improved logic

* updated for pydantic

Eduard van Valkenburg · 2025-09-30 20:11:54 +00:00

40f5b6d8fe

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

Python: fix string parsing in azure openai client (#1023 )

* fix string parsing in azure openai client

* test fix

* changed setup func name and check if there is a conn string

* redid parsing in safe way

Eduard van Valkenburg · 2025-09-30 19:33:12 +00:00

3eb26632ce

Python: Update installation instructions (#1026 )

* Update installation instructions

* address comments

Tao Chen · 2025-09-30 19:28:54 +00:00

f7e9490494

.NET: Update M.A.AI.OpenAI implementations (#1018 )

* Update M.A.AI.OpenAI implementations

- There was only a ChatClient-based agent. Add a Responses one, too.
- Fix the public extension methods to create OpenAI types even when not backed by the right OpenAI client.
- Add reusable AgentRunResponse{Update} to ChatResponse{Update} conversion routines that are then used by the OpenAI agents and elsewhere

* Address feedback

Stephen Toub · 2025-09-30 19:06:10 +00:00

2d20e644df

Update to Aspire 9.5 (#1021 )

Stephen Toub · 2025-09-30 19:05:39 +00:00

8dad045c9d

Clean up a few ifdefs (#1016 )

Stephen Toub · 2025-09-30 18:58:00 +00:00

2d2a5bcd66

Use official icons (#1019 )

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

Mark Wallace · 2025-09-30 18:56:05 +00:00

a4e593c795

Fix typo in workflows link in README.md (#1027 )

Aditya Mandaleeka · 2025-09-30 18:52:36 +00:00

00aaa702c0

align env. varibale names (#1022 )

SergeyMenshykh · 2025-09-30 18:29:41 +00:00

69284e9dfc

Bump vite from 7.1.3 to 7.1.5 in /python/packages/devui/frontend (#869 )

Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.3 to 7.1.5.
- [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/v7.1.5/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.5
  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>
Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>

dependabot[bot] · 2025-09-30 17:34:23 +00:00

9a888ae66c

.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: [Doc] Update python observability sample with Grafana dashboards (#995 )

* Update python observability sample with Grafana dashboards

* fix case

---------

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

wuweng · 2025-09-30 16:16:20 +00:00

522bf4bf23

.NET Workflows - Fix "Human In Loop" sample and update "AutoSend" behavior (#991 )

* Fix sample and autosend

* Specify "ConversationId"

* Namespace

* Perf fix

* Namespace

* Filter for appropriate message

Chris · 2025-09-30 16:13:15 +00:00

1e53fb458f

Bump FluentAssertions from 8.6.0 to 8.7.0 (#910 )

---
updated-dependencies:
- dependency-name: FluentAssertions
  dependency-version: 8.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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

dependabot[bot] · 2025-09-30 16:07:51 +00:00

c0e395d4f5

.NET: Remove automatic messageId assignment to fix integration test (#1006 )

* Remove automatic messageid asssignment to fix integration test

* Remove other overrides from ChatClientAgent as well.

westey · 2025-09-30 15:54:36 +00:00

0c2891f351

.NET: Update Migration Samples for SK OpenAIResponsesAgent Step 1 & 2 (#1010 )

* Addressing a SK bug where threads can't be reused + threads should be capture after the request, not created before

* Using storedenabled to align with AF default behavior

* Address copilot comment

* Address Azure + OpenAI remaining sample improvements

Roger Barreto · 2025-09-30 15:49:16 +00:00

ff8b97cc72

.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

---------

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

---------

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

---------

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>

---------

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

---------

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

---------

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>

---------

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

---------

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

---------

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

---------

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

---------

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

1779 Commits