agent-framework

Python: add powerfx safe mode (#3028 )

* add powerfx safe mode

* improved docstring and aligned env_file loading

* ensured test uses reset

Eduard van Valkenburg · 2025-12-23 20:12:50 +00:00

python-1.0.0b251223 4b8a545589

Python: Updated package versions (#3024 )

* Updated package versions

* Updated changelog

Dmytro Struk · 2025-12-23 16:04:53 +00:00

5ab47596ff

Python: latency improvements (#3014 )

* latency improvements

* fixed mypy, added coding standards and instructions

* slight logic improvement

Eduard van Valkenburg · 2025-12-23 16:04:34 +00:00

a32702cf38

Fix typo in README.md about agent definitions (#2634 )

* Fix typo in README.md about agent definitions

* Update agent-samples/README.md

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>

Syrine Chelly · 2025-12-22 14:39:52 +00:00

8b743af217

.NET: [Durable Agents] Reliable streaming sample (#2942 )

* .NET: [Durable Agents] Reliable streaming sample

* Add automated validation for new sample

* Address Copilot PR feedback

Chris Gillum · 2025-12-19 23:43:36 +00:00

0e152a0e33

Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610 )

* Pushing the bedrock related changes to the new branch after addressing the review comments

* 2524 Addressed the second round review comments

* 2524 Addressed few more minor comments on the PR

* resolving the merge conflict

* 2524 resolved the uv.lock conflicts

* 2524 addressed more comments

* 2524 removed the print statement to fix the checks failure

* 2524 resolved the CI failure issues

* 2524 fixing the CI breaks

* 2524 Addressed the review comment

* 2524 resolved conflict

---------

Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>

Sunil Dutta · 2025-12-19 18:35:53 +00:00

3b77192ad0

Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975 )

* added response.created and response.in_progress to include response.id

* better doc string

* added tests for the new streaming event types

Hao Luo · 2025-12-19 17:50:15 +00:00

dotnet-1.0.0-preview.251219.1 defe0f1a89

Python: Preserve reasoning blocks with OpenRouter (#2950 )

* Preserve reasoning blocks with OpenRouter

* Put encrypted reasoning in TextReasoningContent

* Remove unneccessary change

* Fix docs

* Support streaming

* Fix handling None in TextReasoningContent.text

SuperKenVery · 2025-12-19 17:03:19 +00:00

85d70f01f6

Python: Added GitHub MCP sample with PAT (#2967 )

* added github mcp sample with PAT

* addressed copilot fixes

* env fix

Giles Odigwe · 2025-12-19 16:46:12 +00:00

6930c0f0b6

Updated package versions (#2978 )

Dmytro Struk · 2025-12-19 16:16:49 +00:00

d83cf93f07

Python: Introducing Foundry Local Chat Clients (#2915 )

* redo foundry local chat client

* fix mypy and spelling

* better docstring, updated sample

* fixed tests and added tests

* small sample update

Eduard van Valkenburg · 2025-12-19 16:05:55 +00:00

8783ac58f1

Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968 )

* Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG

* update lock

* Fix formatting

* Fix ChatKit typing

Evan Mattson · 2025-12-19 01:31:57 +00:00

e15eab7da6

.NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759 )

* Use GrpcEntityRunner instead of TaskEntityDispatcher

* Pin to Durable worker 1.11.0

* Set the invocation result

* Update all Durable packages

* Update changelog, rename dispatcher to encondedEntityRequest

Jacob Viau · 2025-12-19 00:55:33 +00:00

19a9e13788

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

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>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
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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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

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

1148 Commits