agent-framework

WIP: Proposal for StreamingRunWatcher API

Jacob Alber · 2025-11-06 15:01:16 -05:00

931204f6dd

.NET: Add tool calling sample with OpenAPI (#1968 )

* Add tool calling sample with OpenAPI

* Address PR comments.

* Rename folders and moved literal to inline.

* Fix broken link.

westey · 2025-11-06 14:34:27 +00:00

6e205445be

Python: Update changelog with ag-ui changes (#1954 )

* Update changelog with ag-ui changes

* Changed -> Fixed

Evan Mattson · 2025-11-06 12:21:54 +09:00

python-1.0.0b251106.post1 708556e4ee

Python: Thread Samples Fix (#1945 )

* thread samples fix

* custom chat message store fix

Giles Odigwe · 2025-11-06 02:59:22 +00:00

ee1661ecb7

Python: Fix ag-ui examples packaging for PyPI publish (#1953 )

* Fix ag-ui examples packaging for PyPI publish

* Fix markdown links

Evan Mattson · 2025-11-06 11:31:24 +09:00

ac018f700b

Updated packages configuration (#1952 )

Dmytro Struk · 2025-11-06 01:04:48 +00:00

dotnet-1.0.0-preview.251105.1 6fec8a61e3

Bump ag-ui package to 1.0.0b251106 for a release. Update CHANGELOG. (#1951 )

Evan Mattson · 2025-11-06 09:57:23 +09:00

99e2875fc8

Updated chatkit package version (#1950 )

Dmytro Struk · 2025-11-06 00:13:52 +00:00

python-1.0.0b251106 573aff4825

Add simple workflow sample that mixes agents and executors (#1946 )

* Add workflow mix agent executor samples

* Apply suggestion from @Copilot

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

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Tao Chen · 2025-11-05 22:40:25 +00:00

python-1.0.0b251105.1 9b471cc479

Export sample agents (#1927 )

Evan Mattson · 2025-11-05 22:26:18 +00:00

afd8b7ecb4

.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

.NET: AgentHostExecutor should use agent DisplayName as Executor ID (#1840 )

* AgentHostExecutor should use agent DisplayName as Executor ID

* Address comments

* Remove unintended changes

* Remove unintended changes

* Fix tests and address comments

Tao Chen · 2025-11-05 22:16:53 +00:00

3f835c8118

.NET: [BREAKING] .NET: Add Workflow on-Build() Orphan Validation (#1943 )

* fix: Workflow Validation

* adds orphan validation to workflow builder
* adds tests for workflow validation
* expands on the underlying reasoning why type validation is not supported

* fixup: CodeGen template

Jacob Alber · 2025-11-05 22:12:27 +00:00

0bf6d437d8

Python: [BREAKING] Replaced AIProjectClient with AgentsClient in Foundry (#1936 )

* Replaced AIProjectClient with AgentsClient in Foundry

* Update python/samples/getting_started/observability/azure_ai_agent_observability.py

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

* Update python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py

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

* Small fix

* Removed TODO item

---------

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

Dmytro Struk · 2025-11-05 21:42:36 +00:00

d701e796cb

.NET: Add DevUI package for .NET (#1603 )

* Implement DevUI

* Review feedback

* Fix build

Reuben Bond · 2025-11-05 20:02:48 +00:00

8855bfb065

.NET: [BREAKING] refactor: Normalize WorkflowBuilder APIs (#1935 )

* [BREAKING] refactor: Normalize WorkflowBuilder APIs

* "partitioner" => "assigner"
* normalize ordering so sources always to the left of targets for edges
* normalize parameter ordering so sources and targets are always first arguments
* remove `params` (users should use collection expressions instead)

* refactor: Align name with Python

Jacob Alber · 2025-11-05 19:50:01 +00:00

94a5ba3448

.NET: Improve fidelity of OpenAI Responses server and add Conversations (#1907 )

* Improve fidelity of OpenAI Responses server and add Conversations

* Merge

* nit

* Undo prior change

* Undo prior change

* Review feedback

* Review feedback

* Fix test

* Use simpler JsonDocument approach for polymorphic deserialization

* More review feedback

* dotnet format

Reuben Bond · 2025-11-05 18:46:19 +00:00

33f84f9ed2

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

[BREAKING] refactor: Fix unintuitive binding of StreamAsync (#1930 )

In #1551 we added a mechanism to open a Streaming workflow run without providing any input. This caused unintuitive behaviour when passing a string as input without providing a runId, resulting in the input being misinterpreted as the runId and the workflow not executing.

As well, the name caused confusion about why the Workflow was not running when using the input-less StreamAsync (since the Workflow cannot run without any messages to drive its execution).

Jacob Alber · 2025-11-05 17:26:46 +00:00

b8a55dccb4

Python: Added parameter to disable agent cleanup in AzureAIAgentClient (#1882 )

* Removed automatic agent cleanup in AzureAIAgentClient

* Revert "Removed automatic agent cleanup in AzureAIAgentClient"

This reverts commit 89846c7212.

* Exposed boolean flag to control deletion behavior

* Update sample

Dmytro Struk · 2025-11-05 16:56:19 +00:00

14aee7e334

.NET: AG-UI support for .NET (#1776 )

* Initial plan

* Infrastructure setup

* Plan for minimal client

* Plan update

* Basic agentic chat

* cleanup

* Cleanups

* More cleanups

* Cleanups

* More cleanups

* Test plan

* Sample

* Fix streaming and error handling

* Fix notifications

* Cleanups

* cleanup sample

* Additional tests

* Additional tests

* Run dotnet format

* Remove unnecessary files

* Mark packages as non packable

* Fix build

* Address feedback

* Fix build

* Fix remaining warnings

* Feedback

* Feedback and cleanup

* Cleanup

* Cleanups

* Cleanups

* Cleanups

* Retrieve existing messages from the store to send them along the way and update the sample client

* Run dotnet format

* Add ADR for AG-UI

* Switch to use the SG and use a convention for run ids

* Cleanup MapAGUI API

* Fix formatting

* Fix solution

* Fix solution

Javier Calvarro Nelson · 2025-11-05 15:51:37 +00:00

b03a4fb95e

Fix workflow lookup with AddAsAIAgent(name) when name differs from workflow name (#1925 )

Jeff Handley · 2025-11-05 15:31:36 +00:00

77d882e2b4

.NET: [Breaking Change] Moving MAAI.AzureAI V1 Package -> MAAI.AzureAI.Persistent (V1) (#1902 )

* Update AzureAI -> AzureAI.Persistent

* Fix sample reference

Roger Barreto · 2025-11-05 13:28:00 +00:00

6ca907f23f

.NET: [BREAKING] Simplify TextSearchProvider construction and improve Mem0Provider scoping. (#1905 )

* Simplify TextSearchProvider construction and improve Mem0Provider scoping

* Fixing indentation.

westey · 2025-11-05 13:00:18 +00:00

5e38c63455

.NET: Improve fidelity of OpenAI ChatCompletions Hosting (#1785 )

* rename, support json serialization

* wip

* non-streaming

* streaming?

* proper streaming types

* comments + fix audio parse

* copilot suggestions

* proper stopsequences type

* build options as i could

* annotations

* proper generation of Id for chatcompletions

* string length as in chatcompletions api ref

* image url

* support tools

* rework API

* introduce tests for chatcompletions

* function calling / serialization tests / fixes

* more tests and coverage

* fix format

* sort usings

* nit

* address PR comments

* nits

Korolev Dmitry · 2025-11-05 09:55:26 +00:00

bb8ef466de

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: Updates to Tools (#1835 )

* updated tool samples

* mypy and readme fixes

* updated call logic

* added function invocation config

* added include detailed error

* added tests

* updated FRC exception handling

* updated tests

* fix oai test

* fix name in sample

* imporoved tests coverage and removed some dead code paths

Eduard van Valkenburg · 2025-11-05 08:33:19 +00:00

51b32ed1ac

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

python-1.0.0b251105 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

dotnet-1.0.0-nightly-251104.1 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

.NET: Add unit tests for CreateConversation executor (#1915 )

* Add unit tests for create conversation executor

* Update indentation and comment typo.

Peter Ibekwe · 2025-11-05 01:40:10 +00:00

bbde248839

.NET: Make sure Workflow activities are as expected (#1903 )

* Make sure Workflow activities are as expected

* misc

* Copliot comments

* Fix unit tests

* Improve test stability

* Fix unit tests

* Fix formatting

Tao Chen · 2025-11-05 00:37:31 +00:00

552f7c781d

Add orchestration samples link (#1914 )

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

2499262f30

.NET: Add Writer-Critic Iterative Refinement Workflow Sample (#1790 )

* Adding Sample for writer-critic workflow implemented using Worfklow, custom executors, agents, switch, custom states, different entry points for the executors.

* Update dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/Program.cs

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

* Update dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/Program.cs

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

* using now structured output, with streaming for UX responsiveness.

* improved comments and order, so comments directly precede what they're describing

* fixing issue with internal class that the analyzer doesn't recognize that CriticDecision is instantiated, just indirectly via JSON deserialization

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

Jose Luis Latorre Millas · 2025-11-04 23:50:41 +00:00

f415959d33

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

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

dotnet-1.0.0-preview.251104.1 python-1.0.0b251104 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

.NET: Add additional error handling to existing providers. (#1837 )

* Add additional error handling to existing providers.

* Add additional information when logging mem0 messages.

* Fix formatting.

westey · 2025-11-04 17:09:45 +00:00

8b4aa1ebb5

.NET: Add rag samples with sample TextSearchStore (#1664 )

* Port store for adding text to a vector store to AF

* Fix typo.

* Change TextSearchStore to sample, and add sample to use it and do rag with a custom schema

* Add more tests and fix broken ones

* Fix merge issue

* Fix sample after merge.

* Convert TextSearchStore to use Dynamic mode to be AOT compatible.

* Add some more clarification on when to use assistant messages in rag searches.

westey · 2025-11-04 16:24:26 +00:00

ada5b83c80

.NET: Response & foundry agent hosted MCP sample (#1568 )

* Adding sample demonstrating hosted MCP with Responses

* Add mcp readme.md to slnx

* Update FoundryAgent sample to use MCP types from abstraction and to show how to do approval

* Fix param name after package update.

* Fix environment variable name for consistency

* Apply suggestion from @Copilot

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

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

westey · 2025-11-04 15:54:20 +00:00

64fc3f381f

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

dotnet-1.0.0-nightly-251103.1 50d9b13bfc

.NET: Add workflow as an agent with observability sample (#1612 )

* Add workflow as an agent with observability sample

* Address comment

* Fix formatting

* enable sensitive data

* enable sensitive data for sub agents

* adjust aggregator handlers

Tao Chen · 2025-11-03 20:36:33 +00:00

b0ee7028a6

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

.NET: Add simple rag sample for catalog (#1834 )

* add simple rag sample for catalog

* Update dotnet/samples/Catalog/AgentWithTextSearchRag/AgentWithTextSearchRag.csproj

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

---------

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

SergeyMenshykh · 2025-11-03 18:25:16 +00:00

0b843d2b3e

.NET: [BREAKING] Unify ExecutorIsh and ExecutorRegistration, unify/simplify APIs (#1637 )

* refactor: Unify ExecutorIsh and ExecutorRegistration => ExecutorBinding

* Switch to more modern Record type-tree for Sum Types
* Unify APIs for getting ExecutorBinding
* Fix an issue where workflows consisting entirely of cross-run shareable executors which are not instance-resettable do not properly clear state when running non-concurrently.

* feat: Simplify function-to-executor pattern

* refactor: Normalize API naming

Jacob Alber · 2025-11-03 18:20:35 +00:00

b25b0af49b

.NET: Sample demonstrating the use of agents in workflows (#1836 )

* add sample demonstrating the use of agents in workflows

* Update dotnet/samples/Catalog/AgentsInWorkflows/README.md

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

* use type instead of var

---------

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

SergeyMenshykh · 2025-11-03 17:53:38 +00:00

91c66f8a2c

.NET: Peibekwe/workflows cancellation token fix (#1740 )

* Propagate cancellation token down the stack

* Added unit tests to cover workflow cancellation scenarios

* Updated tests based on feedback to simplify assert.

* Create custom AsyncEnumrable to gracefully handle cancellation for Channel reader. Tailor cancellation tests to declarative scenarios.

* Update comment and naming for readability.

* Fixing minor stylistic recommendation.

---------

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

Peter Ibekwe · 2025-11-03 16:34:55 +00:00

c83011b30d

.NET: Change GetAIAgentAsync to be synchronous (#1846 )

* Change GetAIAgentAsync to be synchronous

* Update dotnet/tests/Microsoft.Agents.AI.A2A.UnitTests/Extensions/A2AAgentCardExtensionsTests.cs

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

---------

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

Stephen Toub · 2025-11-03 15:16:19 +00:00

e87eed573b

812 Commits