agent-framework

Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946 )

* Fix kwargs propagation through workflow.as_agent()

* Fix WorkflowAgent to respect AgentExecutor output_response setting

Evan Mattson · 2025-12-18 19:35:07 +00:00

python-1.0.0b251218 b0a7a1fcb8

Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854 )

---
updated-dependencies:
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-12-18 18:36:13 +00:00

a841bdd1cc

Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853 )

---
updated-dependencies:
- dependency-name: AWSSDK.Extensions.Bedrock.MEAI
  dependency-version: 4.0.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-12-18 17:25:54 +00:00

d46adffe6c

Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856 )

---
updated-dependencies:
- dependency-name: CommunityToolkit.Aspire.OllamaSharp
  dependency-version: 13.0.0
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-12-18 17:25:36 +00:00

b0b5777363

Python: Add Azure Managed Redis Support with Credential Provider (#2887 )

* azure redis support

* small fixes

* azure managed redis sample

* fixes

Giles Odigwe · 2025-12-18 17:10:55 +00:00

37b4cfd024

.NET: Update Anthropic package to version 12.0.0 (#2914 )

* Initial plan

* Update Anthropic package to version 12.0.0

Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>

Copilot · 2025-12-18 16:02:20 +00:00

ff9343d7cc

Python: Add workflow cancellation sample (#2732 )

* Add workflow cancellation sample

Add sample demonstrating how to cancel a running workflow using asyncio
tasks. Shows both cancellation mid-execution and normal completion paths.
Useful for implementing timeouts, graceful shutdown, or A2A executors.

* update docstring

Victor Dibia · 2025-12-18 14:12:42 +00:00

8ff34f9a43

Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948 )

* added camelCase input to run id and thread id aligning with @ag-ui/core

* fixed per copilot suggestions

Hao Luo · 2025-12-18 14:10:16 +00:00

e3f8bfc645

Python: Workflow add option to visualize internal executors (#2917 )

* Workflow add option to visualize internal executors

* Address Copilot comments

Tao Chen · 2025-12-18 14:04:03 +00:00

b4f2709b6d

Python: cleanup and refactoring of chat clients (#2937 )

* refactoring and unifying naming schemes of internal methods of chat clients

* set tool_choice to auto

* fix for mypy

* added note on naming and fix #2951

* fix responses

* fixes in azure ai agents client

Eduard van Valkenburg · 2025-12-18 12:02:23 +00:00

e5c11d38d6

.NET: [Breaking] Delete display name property (#2758 )

* delete the AIAgent.DisplayName property

* use agent name as a first value for activity display name

* Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs

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

---------

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

SergeyMenshykh · 2025-12-18 09:22:45 +00:00

a71f768331

Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843 )

* fix: correct BadRequestError when using Pydantic model in response_format

* Fix lint

---------

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

samueljohnsiby · 2025-12-18 08:42:00 +00:00

0298e0a401

Python: Move ollama samples to samples getting started dir (#2921 )

* Move ollama samples to samples getting started dir

* Address feedback

Evan Mattson · 2025-12-18 08:37:05 +00:00

ca1532cf22

Pass kwargs into subworkflows (#2923 )

Evan Mattson · 2025-12-18 04:34:33 +00:00

360839782c

Python: Correction of MCP image type conversion in _mcp.py (#2901 )

* Correction of MCP image type conversion in  _mcp.py

* Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()

* Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations

Ege Ozan Özyedek · 2025-12-17 16:11:39 +00:00

ee53fe4666

Added additional arguments for Azure AI agent (#2922 )

Dmytro Struk · 2025-12-17 08:08:01 +00:00

3cd805f0bf

.NET: Make DelegatingAIAgent abstract (#2797 )

* Initial plan

* Make DelegatingAIAgent abstract

Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

---------

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Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>

Copilot · 2025-12-17 07:31:10 +00:00

c7ddb8aa14

Python: Azure AI Agent with Bing Grounding Citations Sample (#2892 )

* bing grounding sample with citations

* small fix

* fix

Giles Odigwe · 2025-12-17 00:43:38 +00:00

d5527982b6

Updated Ollama package version (#2920 )

Dmytro Struk · 2025-12-17 00:42:27 +00:00

ec1c5e9c11

Fix Pydantic error when using Literal type for tool params (#2893 )

Evan Mattson · 2025-12-17 00:27:01 +00:00

06cdcb93f0

Python: Flow custom kwargs to agents via Workflow SharedState (#2894 )

* Flow custom kwargs to agents via SharedState

* Address Copilot feedback

* Improve sample typing

* Fix test

Evan Mattson · 2025-12-17 00:04:00 +00:00

python-1.0.0b251216 6adcac2e97

[BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844 )

* WIP: Factory pattern to handoff

* Add factory pattern to concurrent orchestration builder; Next: tests and sample verification

* Add tests and improve comments

* Fix mypy

* Simplify handoff_simple.py

* Simplify handoff_autonoumous.py and bug fix

* Update readme

* Address Copilot comments

Tao Chen · 2025-12-16 23:38:33 +00:00

8fca71e5ad

Python: Switch to new "run" method name. (#2890 )

* Switch to `run` method.

* Add support for deprecated `run_agent`.

* Fix entity method name.

* Fix method name and improve tests.

* Update comment.

* Update Python CHANGELOG.

Phillip Hoff · 2025-12-16 22:08:12 +00:00

2bde58f915

.NET: Switch to new "Run" method name. (#2843 )

* Switch to new "RunAgent" method name.

* Try to disable false positive naming warning.

* Add comment about disabled warnings.

* Rename `RunAgent` to just `Run`.

* Update CHANGELOG.

Phillip Hoff · 2025-12-16 22:07:59 +00:00

03a403d2fa

Updated package versions (#2913 )

Dmytro Struk · 2025-12-16 18:51:44 +00:00

e319707058

Python: Update Mem0Provider to use v2 search API filters parameter (#2766 )

* short fix to move id parameters to filters object

* added tests

* small fix

* mem0 dependency update

Giles Odigwe · 2025-12-16 18:23:37 +00:00

54f482df73

.NET: Add TTLs to durable agent sessions (#2679 )

* .NET: Add TTLs to durable agent sessions

* Remove unnecessary async

* PR feedback: clarify UTC

* PR feedback: limit minimum signal delay to <= 5 minutes

* PR feedback: Fix TTL disablement

* Linter: use auto-property

* Fix build break from OpenAI SDK change

* Updated CHANGELOG.md

* PR feedback

* Reduce default TTL to 14 days to work around DTS bug

Chris Gillum · 2025-12-16 18:11:44 +00:00

754dfb2c9d

.NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906 )

* Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened

* Force a CosmosDB source code change to trigger the pipeline

* Address possible string boolean mismatch

* Add debug

* Enabling emulator always when running IT

Roger Barreto · 2025-12-16 17:37:41 +00:00

b15466f058

Skip failing IT (#2904 )

Roger Barreto · 2025-12-16 17:21:22 +00:00

3a7047f6e4

Python : Ollama Connector for Agent Framework (#1104 )

* Initial Commit for Olama Connector

* Added Olama Sample

* Add Sample & Fixed Open Telemetry

* Fixed Spelling from Olama to Ollama

* remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr

* Added Tool Calling

* Finalizing test cases

* Adjust samples to be more reliable

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Update python/packages/ollama/pyproject.toml

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

* Update python/packages/ollama/tests/test_ollama_chat_client.py

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

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Improved Docstrings & Sample

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Integrate PR Feedback
- Divided Streaming and Non-Streaming into independent Methods
- Catch Ollama Validation Error
- Add OTEL Provider Name
- Checked Ollama Messages
- Add Usage Statistics

* Revert setting, so it can be none

* Validate Message formatting between AF and Ollama

* Catch Ollama Error and raise a ServiceResponse Error

* Fix mypy error

* remove .vscode comma

* Add Reasoning support & adjust to new structure

* Add Ollama Multimodality and Reasoning

* Add test cases for reasoning

* Add Tests for Error Handling in Ollama Client

* Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py

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

* Integrated Copilot Feedback

* Implement first PR Feedback

* Adjust Readme files for examples

* Adjust argument passing via additional chat options

* Implemented PR Feedback

* Removing Ollama Package from Core and moving samples

* Fix Link & Adding Samples to Main Sample Readme

* Fixing Links in Readme

* Moved Multimodal and Chat Example

* Fixed Link in ChatClient to Ollama

* Fix AgentFramework Links in Ollama Project

* Fix observability breaking change

---------

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

Nico Möller · 2025-12-16 15:02:38 +00:00

2f06fe557a

Bump actions/upload-artifact from 5 to 6 (#2860 )

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

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

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dependabot[bot] · 2025-12-16 13:39:56 +00:00

1dbf3fd5cf

Bump actions/cache from 4 to 5 (#2861 )

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

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

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dependabot[bot] · 2025-12-16 13:37:15 +00:00

0132cf65e4

Bump actions/download-artifact from 6 to 7 (#2862 )

Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
- [Release notes](https://github.com/actions/download-artifact/releases)
- [Commits](https://github.com/actions/download-artifact/compare/v6...v7)

---
updated-dependencies:
- dependency-name: actions/download-artifact
  dependency-version: '7'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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dependabot[bot] · 2025-12-16 13:36:56 +00:00

a53a3c7af8

.NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850 )

* Update to latest Azure.AI.*, OpenAI, and M.E.AI*

Absorb breaking changes in Responses surface area

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs

* Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs

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

* Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>

Stephen Toub · 2025-12-16 12:41:20 +00:00

3c322c91e7

Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867 )

* Fix context duplication in handoff workflows when restoring from checkpoint

* Address Copilot PR review

Evan Mattson · 2025-12-16 09:52:59 +00:00

958a488f96

Python: Fix middleware terminate flag to exit function calling loop immediately (#2868 )

* Fix middleware terminate flag to exit function calling loop immediately

* Eliminating duck typing

* Improve function exec result handling

* Fix race condition

* Fix mypy issues

Evan Mattson · 2025-12-16 09:52:52 +00:00

11d6dcfe80

Python: [BREAKING] Observability updates (#2782 )

* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed

Eduard van Valkenburg · 2025-12-16 06:56:30 +00:00

3139347526

Python: Use agent description in HandoffBuilder auto-generated tools (#2713 ) (#2714 )

## Summary
Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
description when creating handoff tools, providing more informative tool
descriptions for LLMs.

## Changes
- Modified `_apply_auto_tools` to extract `description` from
  `AgentExecutor._agent` when available
- Updated iteration to use `.items()` for more efficient dict traversal
- Handoff tools now use agent descriptions instead of generic placeholders

## Example
Before: "Handoff to the refund_agent agent."
After: "You handle refund requests. Ask for order details and process refunds."

## Testing
- All handoff tests pass (20/20)
- No breaking changes to existing API

Fixes #2713

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

刘邦学AI · 2025-12-16 01:31:26 +00:00

3c379718e9

Python: Fix WorkflowAgent to emit yield_output as agent response (#2866 )

* Fix WorkflowAgent to emit yield_output as agent response

* use raw_representation

* Raw representation handling

Evan Mattson · 2025-12-16 01:14:26 +00:00

a7298757f5

Python: Filter framework kwargs from MCP tool invocations (#2870 )

* Filter framework kwargs from MCP tool invocations

* Fixes

Evan Mattson · 2025-12-16 01:10:09 +00:00

0dcebc6eae

Python: Remove warnings from workflow builder on not using factories (#2808 )

* Revert concurrent

* Fix comments

Tao Chen · 2025-12-12 07:56:16 +00:00

e0ff153ee9

Update OpenAIResponses.yaml to match AgentSchema (#2598 )

1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/

2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/

Richard Ortega · 2025-12-12 07:55:01 +00:00

e008144187

Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774 )

Evan Mattson · 2025-12-12 04:04:31 +00:00

0fc7933a92

Python: Added custom args and thread object to ai_function kwargs (#2769 )

* Added an example of using kwargs in ai_function

* Added thread object to ai_function kwargs

* Updated docs

* Small fix

* Added thread parameter filtering

Dmytro Struk · 2025-12-12 01:53:04 +00:00

d7434d59ce

.NET: adds support for labels in edges, fixes rendering of labels in dot a… (#1507 )

* adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges

* Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs

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

* escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.

* Unify label in EdgeData

* Edge API adjustments, removed useless "sanitizer"

* fixed test

---------

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

Jose Luis Latorre Millas · 2025-12-12 00:31:45 +00:00

eb1117fff4

Bump actions/checkout from 5 to 6 (#2404 )

Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
- [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/v5...v6)

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

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dependabot[bot] · 2025-12-11 18:43:52 +00:00

python-1.0.0b251211 16230d3b20

Python: Updated package versions (#2784 )

* Updated package versions

* Small fix

Dmytro Struk · 2025-12-11 18:39:08 +00:00

8d53b20026

Python: added more complete parsing for mcp tool arguments (#2756 )

* added more complete parsing for mcp tool arguments

* fixed mypy

* added nonlocal model counter, and some fixes

* fixes in naming logic

* extracted json parsing function, added parametrized test and checked coverage

Eduard van Valkenburg · 2025-12-11 17:24:08 +00:00

c376868ec9

Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778 )

---
updated-dependencies:
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.AI.AgentServer.AgentFramework
  dependency-version: 1.0.0-beta.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-12-11 14:08:20 +00:00

8bb9927f3c

Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780 )

---
updated-dependencies:
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
- dependency-name: Azure.Identity
  dependency-version: 1.17.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2025-12-11 11:04:22 +00:00

194486c4cc

1135 Commits