agent-framework

Python: Add Sequential orchestration builder support. Samples. Tests. (#703 )

* Add support for the Sequential Builder. Add samples. Add tests

* AgentExecutor: always compute full convo during response

* Upgrade azure-ai-agents ToolOutput to FunctionToolOutput

* Explicit notes around allows types for custom agent executors

Evan Mattson · 2025-09-16 01:52:34 +00:00

5c0b037e2c

Python: Workflow run state and structured error events, sample updates, tests (#725 )

* Add workflow event types to surface workflow state, status, and failures.

* Address PR feedback

* Updates to use new workflow run state enums

Evan Mattson · 2025-09-16 01:36:25 +00:00

68b76e6726

Python: Added Copilot Studio Agent (#722 )

* Small fix in dotnet conformance tests

* Added CopilotStudioAgent implementation

* Added examples

* Updated package README

* Small fixes

* Small improvements

* Fixed dotnet tests

* Add unit tests

* Updated tests

* Small updates

* Small test fixes

* Revert "Small test fixes"

This reverts commit 983ac44a70.

* Small fixes in documentation

* Updated test configuration

* Revert "Updated test configuration"

This reverts commit 2a16fea815.

* Small fix

* Reverted TODO item

* Small suppressions

* More fixes

* Small fixes

* Fixed tests

* Removed disallow_any_unimported rule in all packages

* Fixes

Dmytro Struk · 2025-09-15 23:21:07 +00:00

e7cd03b32e

.NET Workflow - Integrated updated CPS Object Model (#681 )

* Checkpoint

* Update workflows/DeepResearch.yaml

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

* Comment

* Fix comment

* Update package version

* Fix nuget haxx

* Checkpoint

* Code complete

* Testing

* Message content workaround

* Add sequential flow

* Checkpoint

* Integration test project

* Checkpoint

* Checkpoint cleanup

* Complete

* Update package

---------

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

Chris · 2025-09-15 20:41:07 +00:00

74879489a4

Python: added args and results to function call span (#733 )

* added args and results to function call span

* add ignores for mypy

* improved serialization

* also add None result

* improved handling

* log args when None

* slight tweak

* fix tests

Eduard van Valkenburg · 2025-09-15 18:28:01 +00:00

db58a10a37

enable uv ecosystem for dependabot (#751 )

Eduard van Valkenburg · 2025-09-15 18:16:26 +00:00

ba9a1a61e1

Removing fallback to DefaultAzureCredential outside of testing. (#755 )

Ben Thomas · 2025-09-15 16:55:28 +00:00

e1e5100afe

.NET: Python: OpenAI Responses Agent Completeness (#721 )

* OpenAI Responses Agent Completeness

* prepare options

* added unit tests

* azure responses test fix

* resolved conflict

* pre commit fix

* Revert "Merge remote changes and resolve conflicts"

This reverts commit 56787f25a4, reversing
changes made to f71a27ebfe.

* Fixes

* azure responses file search fix

* Fix corrupted uv.lock file

---------

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

Giles Odigwe · 2025-09-15 16:19:53 +00:00

0715e0f8d3

Add user approval ADR document (#731 )

* Add user approval adr

* Address PR comments

westey · 2025-09-15 10:45:27 +00:00

674a514cae

Foundry client ToolOutput to FunctionToolOutput (#749 )

Evan Mattson · 2025-09-15 09:06:43 +00:00

d00538eb26

.NET: [BREAKING] Change implementation to use AsFunctionTool extension method to create a function from an agent (#686 )

* Change implementation to use AsFunctionTool extension method to create a function from an agent

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

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

* Address code review feedback and add a new sample

* Address some code review feedback

---------

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

Mark Wallace · 2025-09-15 08:39:38 +00:00

636e3acf37

.NET: Fix Semantic Kernel migration samples (#739 )

* use GetOpenAIResponseClient

Signed-off-by: Jianguo Ma <jiangma@microsoft.com>

* use PersistentAgentsClient

Signed-off-by: Jianguo Ma <jiangma@microsoft.com>

---------

Signed-off-by: Jianguo Ma <jiangma@microsoft.com>

Jianguo Ma · 2025-09-15 07:49:41 +00:00

2a75482777

.NET: BREAKING Update AIAgent.Run to take IEnumerable instead of IReadonlyCollection (#729 )

* Update AIAgent,Run to take IEnumerable instead of IReadonlyCollection

* Address PR comment.

* Cast to IReadonlyCollection since this is typically all that is required to avoid unecessary allocation.

* Update OrchestratingAgent protected methods as well.

westey · 2025-09-12 14:58:46 +00:00

8af4918f56

fixed opentelemetry-semantic-conventions-ai module not found error (#706 )

Co-authored-by: Alex Lavaee <alexlavaee@microsoft.com>

Alex Lavaee · 2025-09-12 14:32:23 +00:00

ace7b406fa

Bump pydata-sphinx-theme from 0.16.0 to 0.16.1 in /python (#314 )

Bumps [pydata-sphinx-theme](https://github.com/pydata/pydata-sphinx-theme) from 0.16.0 to 0.16.1.
- [Release notes](https://github.com/pydata/pydata-sphinx-theme/releases)
- [Changelog](https://github.com/pydata/pydata-sphinx-theme/blob/main/RELEASE.md)
- [Commits](https://github.com/pydata/pydata-sphinx-theme/compare/v0.16.0...v0.16.1)

---
updated-dependencies:
- dependency-name: pydata-sphinx-theme
  dependency-version: 0.16.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-09-12 12:49:40 +00:00

dd025b368b

Bump actions/download-artifact from 4 to 5 (#434 )

Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 4 to 5.
- [Release notes](https://github.com/actions/download-artifact/releases)
- [Commits](https://github.com/actions/download-artifact/compare/v4...v5)

---
updated-dependencies:
- dependency-name: actions/download-artifact
  dependency-version: '5'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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dependabot[bot] · 2025-09-12 12:49:14 +00:00

7c802f3265

Bump actions/checkout from 4 to 5 (#435 )

Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 5.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v4...v5)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: '5'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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dependabot[bot] · 2025-09-12 12:48:53 +00:00

6e4cb5e183

Bump MishaKav/pytest-coverage-comment from 1.1.53 to 1.1.56 (#436 )

Bumps [MishaKav/pytest-coverage-comment](https://github.com/mishakav/pytest-coverage-comment) from 1.1.53 to 1.1.56.
- [Release notes](https://github.com/mishakav/pytest-coverage-comment/releases)
- [Changelog](https://github.com/MishaKav/pytest-coverage-comment/blob/main/CHANGELOG.md)
- [Commits](https://github.com/mishakav/pytest-coverage-comment/compare/v1.1.53...v1.1.56)

---
updated-dependencies:
- dependency-name: MishaKav/pytest-coverage-comment
  dependency-version: 1.1.56
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-09-12 12:48:30 +00:00

fc78e65c43

Bump FluentAssertions from 8.5.0 to 8.6.0 (#709 )

---
updated-dependencies:
- dependency-name: FluentAssertions
  dependency-version: 8.6.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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dependabot[bot] · 2025-09-12 12:48:16 +00:00

44a248addb

Bump Microsoft.Agents.CopilotStudio.Client from 1.1.151 to 1.2.41 (#710 )

---
updated-dependencies:
- dependency-name: Microsoft.Agents.CopilotStudio.Client
  dependency-version: 1.2.41
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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dependabot[bot] · 2025-09-12 12:11:08 +00:00

d4cc254b0b

Python: Add OpenAI reasoning events support to Responses client (#698 )

* feat: add OpenAI reasoning events support with comprehensive test coverage

- Implement reasoning event handling in OpenAI Responses client
  * Add support for ResponseReasoningTextDeltaEvent
  * Add support for ResponseReasoningTextDoneEvent
  * Add support for ResponseReasoningSummaryTextDeltaEvent
  * Add support for ResponseReasoningSummaryTextDoneEvent
  * Map all reasoning events to TextReasoningContent objects
  * Preserve metadata across reasoning events

- Add comprehensive test coverage (5 focused test functions)
  * test_streaming_reasoning_text_delta_event
  * test_streaming_reasoning_text_done_event
  * test_streaming_reasoning_summary_text_delta_event
  * test_streaming_reasoning_summary_text_done_event
  * test_streaming_reasoning_events_preserve_metadata

- Add sample demonstrating reasoning functionality
  * Shows how to enable reasoning in chat options
  * Demonstrates accessing reasoning content from responses

- Code quality improvements
  * Follow existing code patterns and style guidelines
  * Organize imports properly
  * Maintain backwards compatibility
  * All tests pass and quality checks succeed

* fix: resolve type errors and cleanup unused imports after rebase

- Add proper hasattr checks for optional attributes in union types
- Remove unused OpenAI event type imports
- Fix line length formatting issues
- Ensure type safety when accessing content attributes

Christian Glessner · 2025-09-12 12:07:49 +00:00

f79fbfa92e

Bump Microsoft.ML.OnnxRuntimeGenAI from 0.9.0 to 0.9.1 (#712 )

---
updated-dependencies:
- dependency-name: Microsoft.ML.OnnxRuntimeGenAI
  dependency-version: 0.9.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-09-12 11:24:56 +00:00

d54b0f0849

Python: Add Concurrent orchestration builder support. Samples. Tests. (#683 )

* Add Concurrent orchestration builder support. Samples. Tests.

* Add sample output

* Add better docstrings

* PR feedback

* PR feedback

Evan Mattson · 2025-09-12 02:20:04 +00:00

fbd0c566c2

.NET: Add support for IChatReducer to InMemoryChatMessageStore (#462 )

* Add support for IChatReducer to InMemoryChatMessageStore

* Fix typos.

westey · 2025-09-11 17:17:53 +00:00

3c0926b670

.NET: Adding Delegating AIAgent (#708 )

* Delegating AIAgent impl

* Warning fix

* Fix duplicate

Roger Barreto · 2025-09-11 10:38:29 +00:00

e91b6b08ce

Python: added websockets as main dep for agent.run_stream (#672 )

* added websockets as main dep for agent.run_stream

* Update python/packages/main/pyproject.toml

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Update python/packages/main/pyproject.toml

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

---------

Co-authored-by: Alex Lavaee <alexlavaee@microsoft.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

Alex Lavaee · 2025-09-11 09:50:50 +00:00

a480366d80

Fix sample path (#704 )

Evan Mattson · 2025-09-11 07:33:36 +00:00

11df72b801

Update M.E.AI and delete a bunch of dead code (#676 )

Stephen Toub · 2025-09-11 00:40:58 +00:00

f9e133237d

Python: Context providers abstraction and Mem0 implementation (#631 )

* Added context provider abstractions

* Added mem0 implementation

* Example and small fixes

* Added unit tests for agent

* Added unit tests for mem0 provider

* Updated README

* Small doc updates

* Update python/packages/mem0/agent_framework_mem0/_provider.py

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

* Small fixes in tests

* Renaming based on PR feedback

* Small fixes

* Added tests for AggregateContextProvider

* Small improvements

* More improvements based on PR feedback

* Small constant update

* Added more examples

* Added README for Mem0 examples

* Small updates to API

* Updated initialization logic

* Updates for context manager

* Updated Context class

* Dependency update

* Revert changes

* Fixed tests

---------

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

Dmytro Struk · 2025-09-10 21:11:42 +00:00

57d09afe04

.NET: Workflow getting started samples in .Net (Second batch) (#650 )

* Add loop and agents in workflows samples

* Add foundry agent and workflow as agent samples

* Checkpoint sample WIP

* Checkpoint sample 1 Done

* Add HIL samples

* Fix formatting

* Force folder name change step 1

* Force folder name change step 2

* Fix formatting

* Fix formatting

* Add checkpoint and rehydrate sample

* _Foundational

* Fix formatting

Tao Chen · 2025-09-10 18:47:13 +00:00

89c8418705

.NET: Adding Image Multi Modality Sample (#688 )

* Adding Multi Modal Sample

* Address typos

* Update sample to Azure OpenAI

* Update readme

* Update readme

* Update readme

* Use thread

Roger Barreto · 2025-09-10 18:34:08 +00:00

2393351a03

.NET Workflows - Add declarative action events (#679 )

* Updated

* Typos

* Update sample

* Typo

* Add parent and prior action ids to event

Chris · 2025-09-10 17:45:11 +00:00

adb901cf19

Python: Improved telemetry setup (#421 )

* test with stack and simplified names

* quick demo of agent decorator

* moved builder to protocol to enhance functionality

* undid chatclientAgent -> agent rename

* one more

* reverted AIAgent rename

* final reverts

* fixed foundry import

* revert changes

* streamlined otel and fcc decorators

* cleanup of telemetry

* further refinement

* lots of updates

* fixed typing

* fix for mypy

* added input and output atttributes

* fix import

* initial work on baking in otel

* major update to telemetry

* final fixes after rename

* fix

* fix test

* updated tests

* fix for tests

* fixes for tests

* updated based on comments

* removed agent decorator

* fix for Python: ServiceResponseException when using multiple tools
Fixes #649

* addressed comments

* fix tests

* fix tests

* fix tools tests

* fix for conversation_id in assistants client

* fix responses test

* fix tests and mypy

* updated test

* foundry fix

---------

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

Eduard van Valkenburg · 2025-09-10 14:52:42 +00:00

82ca4065cb

Python: Introducing UserInputRequest and Response types and HostedMcpTool (#405 )

* initial work on User Approval (and hosted mcp to validate)

* small update to the comments in the sample

* enable local MCP tools in chatClient get methods

* working streaming and improved setup

* fix for pyright

* updated create_approval -> create_response method

* added tests

* updated HostedMcpTool and addressed feedback

* update type name

* naming updates

* small docstring update

* mypy fix

* fixes and updates

* fixes for responses

* fix int tests

* removed broken tests

* updated test running

* removed specific content check on websearch

* increased timeout

* split slow foundry test

* don't parallel run samples

* add dist load to unit tests

---------

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

Eduard van Valkenburg · 2025-09-10 13:37:34 +00:00

6aa746d891

Python: added user agents to foundry and azure openai (#658 )

* added user agents to foundry and azure openai

* improvement

* improvement for disabled setup

Eduard van Valkenburg · 2025-09-10 08:57:37 +00:00

947f2bf642

.NET: fix: MessageMerger crashes when there are no dangling messages (#660 )

* fix: MessageMerger crashes when there are no dangling messages

* refactor: Better logic for AgentId in Workflow-as-Agent

If the parent "agent" instance received an Id or Name when being instantiated, we should avoid stomping over it with the subagents' ids. But if there is no parent identifier, and only a single subagent yielded identified messages, pull that in.

Jacob Alber · 2025-09-10 06:10:30 +00:00

3b81164a6d

.NET: Add getting started samples that show how to call MCP tools (#635 )

* Add getting started samples that show how to call MCP tools

* Add getting started samples that show how to call MCP tools

* Update dotnet/samples/GettingStarted/ModelContextProtocol/Agent_MCP_Server_Auth/README.md

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

* Fix README

* Address code review feedback

---------

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

Mark Wallace · 2025-09-10 05:52:30 +00:00

7786e2f405

Update PR template with breaking change note (#666 )

Eric Zhu · 2025-09-10 01:20:05 +00:00

e837741da1

Python: add base_url parameter for openai chat client (#661 )

* added base_url option for openai chat client

* fix test url

Eduard van Valkenburg · 2025-09-09 23:31:26 +00:00

383d51443c

Clean-up (#677 )

Chris · 2025-09-09 22:29:25 +00:00

0fa6883691

Fix link to Declarative Workflow demo (#674 )

Ben Thomas · 2025-09-09 20:32:08 +00:00

c7a1a1e991

MCP support for Foundry (#652 )

Co-authored-by: Giles Odigwe <gilesodigwe@microsoft.com>

Giles Odigwe · 2025-09-09 20:07:20 +00:00

9f8823192e

.NET: Add an A2A client server sample (#633 )

* Add an A2A client server sample

* Address code review feedback

* Start to fix code review feedback

* Start to fix code review feedback

* Start to fix code review feedback

Mark Wallace · 2025-09-09 17:03:10 +00:00

745a05d43c

.NET: Remove AgentThread.GetMessagesAsync (#668 )

* Remove AgentThread.GetMessagesAsync

* Remove unecessary using

westey · 2025-09-09 16:40:07 +00:00

ec5ea3c8a8

.NET: Multiple fixes in Microsoft.Agents.Orchestration to make handoffs work end-to-end (#568 )

* Multiple fixes in Microsoft.Agents.Orchestration:
- Enable multi-turn (via RunAsync) interactions for all orchestrating agents
- Fix tool calling in HandoffOrchestration (multiple issues)
- Fixes for chat history serialization involving tool calls

* GHCP PR feedback

* Fix issue with returning old responses

---------

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

Chris Gillum · 2025-09-09 15:23:00 +00:00

5c3c2fe634

.NET: Add Ollama and custom agent samples, plus ONNX improvements (#639 )

* Add ollama and custom agent samples, plus onnx improvements

* Update dotnet/samples/GettingStarted/AgentProviders/Agent_With_CustomImplementation/Program.cs

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

* Address PR comments.

* Address pr comments.

---------

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

westey · 2025-09-09 11:04:31 +00:00

b2a6b64d72

Fix .NET casing (#616 )

Lutz Roeder · 2025-09-09 08:40:00 +00:00

8c5cba5826

Bump actions/labeler from 5 to 6 (#630 )

Bumps [actions/labeler](https://github.com/actions/labeler) from 5 to 6.
- [Release notes](https://github.com/actions/labeler/releases)
- [Commits](https://github.com/actions/labeler/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/labeler
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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dependabot[bot] · 2025-09-09 08:39:23 +00:00

55f0a1b51e

Python: Update getting started with workflows sample structure and README (#653 )

* Update getting started with workflows sample structure and README

* Small updates

* Adjust getting started samples. Fix agent executor bug. Add workflow tests to unit test file.

* Fix resource links

Evan Mattson · 2025-09-09 06:06:22 +00:00

2699b85285

fixed incorrect tool.uv.sources config in python package installation instructions (#651 )

Co-authored-by: Alex Lavaee <alexlavaee@microsoft.com>

Alex Lavaee · 2025-09-09 00:23:02 +00:00

2472f35876

1982 Commits