agent-framework

Giles Odigwe · 2026-01-23 23:40:20 +00:00

330c2607ad

Python: add(azure-ai): support reasoning config for AzureAIClient (#3403 )

* add(azure-ai): support reasoning config for AzureAIClient

* Update sample

* Merge main

* improvements

* improve sample

Evan Mattson · 2026-01-23 09:37:23 +00:00

7b8777d1fc

Python: Azure AI mapping HostedImageGenerationTool to ImageGenTool (#3263 )

* azureai image gen sample fix

* mypy fixes

* addressed comments + mapping updates

* image model fix

* content type fix

Giles Odigwe · 2026-01-23 06:11:16 +00:00

a97bc322ac

Python: Prefer runtime kwargs for conversation_id in OpenAI Responses client (#3312 )

* prefer kwargs conversation_id over options

* addressed comments

Giles Odigwe · 2026-01-23 06:05:00 +00:00

e8b32ca337

Python: Added tests for OpenAI content types + Unit test improvement (#3259 )

* added tests for content types+ unit test improvement

* small fixes

* small fix

Giles Odigwe · 2026-01-23 06:04:36 +00:00

e229dfa7e5

Python: fix(core): filter out internal args when passing kwargs to MCP tools (#3292 )

* fix(core): filter conversation_id when passing kwargs to MCP tools

* Filter out options too

* Fix uv.lock conflict

Evan Mattson · 2026-01-23 06:03:10 +00:00

50c2539f3a

Python: [BREAKING] simplify ag-ui run logic, fix mcp bugs, fix anthropic client issues in ag-ui (#3322 )

* Refactor ag-ui to simplify flow

* Refactoring

* Fix backend tool

* Update tests

* Improvements

* Fix mypy

* Fixes

* Fix json serialize errors

Evan Mattson · 2026-01-23 05:10:46 +00:00

5436354a83

Python: Fix azurefunctions MCP tool invocation to use correct agent (#3339 )

* MCP tool fix for azurefunctions

* Moving logic to check for thread id

Gavin Aguiar · 2026-01-22 22:36:44 +00:00

b072df32c5

Python: Fix: Verify types during checkpoint deserialization to prevent marker spoofing (#3243 )

* Initial plan

* Add validation for reserved keywords in checkpoint encoding/decoding

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Refactor to eliminate duplicate code in model protocol detection

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix pyright type narrowing issue for dataclass check

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Add comprehensive unit tests for checkpoint encoding

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Remove serialization-time reserved keyword validation to fix failing tests

The serialization-time validation was too aggressive and blocked legitimate use cases
where encoded data was being re-encoded. Security is now enforced only at deserialization
time by validating that classes marked with DATACLASS_MARKER are actual dataclasses and
classes marked with MODEL_MARKER actually support the model protocol.

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Apply ruff formatting to checkpoint encoding file

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Changes before error encountered

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Revert "Changes before error encountered"

This reverts commit f515b880dc.

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
Co-authored-by: Tao Chen <taochen@microsoft.com>

Copilot · 2026-01-22 19:07:39 +00:00

87c9d74bd7

Set min version of dependent azure-ai-projects to 2.0.0b3 (#3347 )

Darren Cohen · 2026-01-22 12:56:25 +09:00

89285a5f1c

Python: feat(anthropic): Add response_format support for structured outputs (#3301 )

* fix(anthropic): Add response_format support for structured outputs

* only use from options

* use native way of response format

* ruff lint fix

* address comment; handle dict

Sukeesh · 2026-01-21 15:08:13 +00:00

082f39e77e

Bump pyasn1 from 0.6.1 to 0.6.2 in /python (#3257 )

Bumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.1 to 0.6.2.
- [Release notes](https://github.com/pyasn1/pyasn1/releases)
- [Changelog](https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst)
- [Commits](https://github.com/pyasn1/pyasn1/compare/v0.6.1...v0.6.2)

---
updated-dependencies:
- dependency-name: pyasn1
  dependency-version: 0.6.2
  dependency-type: indirect
...

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

dependabot[bot] · 2026-01-21 12:56:40 +00:00

d402d92a47

Python: Fix local MCP tools with AzureAIProjectAgentProvider (#3315 )

* azureai v2 local mcp fix

* addressed copilot comments

Giles Odigwe · 2026-01-21 12:43:05 +00:00

88e0ee1a2c

Bump tomli from 2.3.0 to 2.4.0 in /python (#3182 )

Bumps [tomli](https://github.com/hukkin/tomli) from 2.3.0 to 2.4.0.
- [Changelog](https://github.com/hukkin/tomli/blob/master/CHANGELOG.md)
- [Commits](https://github.com/hukkin/tomli/compare/2.3.0...2.4.0)

---
updated-dependencies:
- dependency-name: tomli
  dependency-version: 2.4.0
  dependency-type: direct:development
  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] · 2026-01-21 05:38:12 +00:00

77236bf0ec

Python: fix(ag-ui): properly handle json serialize with handoff workflows as agent (#3275 )

* fix(ag-ui): properly handle json serialize with handoff workflows as agent

* Other improvements around handling non-serializable objects

Evan Mattson · 2026-01-21 02:43:14 +00:00

6d7690e485

Python: fix(core): handle anyio cancel scope errors during MCP connection cleanup (#3277 )

* fix(core): handle anyio cancel scope errors during MCP connection cleanup

* Address Copilot feedback

Evan Mattson · 2026-01-21 01:49:07 +00:00

6b5437e4ec

Python: [Breaking] Simplified Content types to a single class with classmethod constructors. (#3252 )

* ported Content to a new model

* fixed linting

* fixes

* fixed data format handling

* fix for 3.10 mypy

* fix

* fix int test

Eduard van Valkenburg · 2026-01-20 22:09:39 +00:00

83e6229c11

Python: Fix: Add system_instructions to ChatClient LLM span tracing (#3164 )

* Fix: Add system_instructions to ChatClient LLM span tracing

- Add system_instructions parameter to _capture_messages() calls in
  _trace_get_response() and _trace_get_streaming_response()
- Extract instructions from chat_options in kwargs
- Add unit tests to verify system_instructions are captured correctly

When using ChatClient with ChatOptions.instructions, the OpenTelemetry
LLM span was missing system messages in gen_ai.input.messages and the
gen_ai.system_instructions attribute was not being set.

This fix aligns the ChatClient-level tracing with the Agent-level
tracing which already correctly passes system_instructions.

Fixes #3163

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Add edge case tests for system_instructions

- Add test for empty string instructions (should not set attribute)
- Add test for list-type instructions (verify multiple items captured)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Simplify: use options.get('instructions') directly instead of kwargs.get('chat_options')

Addresses reviewer feedback:
- Removed unnecessary chat_options variable from kwargs
- Directly access instructions from the options parameter
- Updated tests to use dict syntax for options (TypedDict convention)

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

claude89757 · 2026-01-20 14:04:31 +00:00

f8c84d4ee6

Bump tar from 7.4.3 to 7.5.3 in /python/packages/devui/frontend (#3267 )

Bumps [tar](https://github.com/isaacs/node-tar) from 7.4.3 to 7.5.3.
- [Release notes](https://github.com/isaacs/node-tar/releases)
- [Changelog](https://github.com/isaacs/node-tar/blob/main/CHANGELOG.md)
- [Commits](https://github.com/isaacs/node-tar/compare/v7.4.3...v7.5.3)

---
updated-dependencies:
- dependency-name: tar
  dependency-version: 7.5.3
  dependency-type: indirect
...

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

dependabot[bot] · 2026-01-20 07:26:34 +00:00

8ee379d344

Bump ruff from 0.14.11 to 0.14.13 in /python (#3287 )

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.11 to 0.14.13.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.14.11...0.14.13)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.14.13
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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

dependabot[bot] · 2026-01-20 07:26:06 +00:00

2a43caefaa

Bump uv from 0.9.25 to 0.9.26 in /python (#3288 )

Bumps [uv](https://github.com/astral-sh/uv) from 0.9.25 to 0.9.26.
- [Release notes](https://github.com/astral-sh/uv/releases)
- [Changelog](https://github.com/astral-sh/uv/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/uv/compare/0.9.25...0.9.26)

---
updated-dependencies:
- dependency-name: uv
  dependency-version: 0.9.26
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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

dependabot[bot] · 2026-01-20 07:25:45 +00:00

f54248b79f

fix #3171 , ensure proper form rendering for int (#3201 )

Victor Dibia · 2026-01-20 07:25:12 +00:00

0f29637b86

Python: fix(declarative): Fix MCP tool connection not passed from YAML to Azure AI agent creation API (#3248 )

* fix(declarative): Fix MCP tool connection not passed from YAML

* Add samples to README

* Fix mypy

* Fix mypy again

* Address PR comments

Evan Mattson · 2026-01-20 07:24:20 +00:00

e0b9be7e08

Python: [BREAKING] Make response_format validation errors visible to users (#3274 )

* Make response_format validation errors visible to users

* Small fix

* Addressed comments

Dmytro Struk · 2026-01-19 17:20:46 +00:00

83e8965c8e

Python: Filter conversation_id when passing kwargs to agent as tool (#3266 )

* Filter conversation_id when passing kwargs to agent as tool

* Small fix

* Update python/samples/getting_started/agents/azure_ai/README.md

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

* Update python/samples/getting_started/agents/openai/openai_responses_client_with_agent_as_tool.py

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

* Update python/samples/getting_started/agents/azure_ai/azure_ai_with_agent_as_tool.py

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

---------

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

Dmytro Struk · 2026-01-19 12:54:06 +00:00

3243652df6

Python: Added rai_config to Azure AI agent creation (#3265 )

* Add kwargs to create_agent method

* Added test for kwargs

* Addressed comment

* Added doc string

Dmytro Struk · 2026-01-19 12:51:27 +00:00

915df3b404

Python: Fixed use_agent_middleware calling private _normalize_messages (#3264 )

* Fix use_agent_middleware calling private _normalize_messages

* Fixed A2A and Copilot Studio agent

Dmytro Struk · 2026-01-19 12:50:14 +00:00

f87e55ba33

Python: Fixed Azure chat client for asynchronous filtering (#3260 )

* Fixed Azure chat client for asynchronous filtering

* Updated test

Dmytro Struk · 2026-01-19 12:49:23 +00:00

9bfa1a913c

Python: Update package version (#3258 )

* package version 260116

* removed name tags

Giles Odigwe · 2026-01-16 21:06:30 +00:00

9e3b2fa09a

Python: [BREAKING] Renamed create_agent to as_agent (#3249 )

* Renamed create_agent to as_agent

* Override for as_agent

* Added override

Dmytro Struk · 2026-01-16 19:21:52 +00:00

5687e13221

Create/Get Agent API - fixes and example improvements (#3246 )

Dmytro Struk · 2026-01-16 04:36:34 +00:00

b773830e4b

Python: (AG-UI) Support service-managed thread on AG-UI (#3136 )

* added service thread support

* set service_thread_id to only supplied_thread_id

* uses raw_representation to extract the conversation_id

* removed accidental edit

* updated test to use raw_representation

* resolves copilot review feedback

* revert back StubAgent, since not used

* removed relative module import

* removed hasattr check per PR feedback

Hao Luo · 2026-01-16 03:28:13 +00:00

975884f32d

Python: Create/Get Agent API for OpenAI Assistants (#3208 )

* Added provider implementation

* Added example with response format

* Small improvements

Dmytro Struk · 2026-01-15 22:52:32 +00:00

b5ca0c8eda

Bump azure-core from 1.37.0 to 1.38.0 in /python (#3209 )

Bumps [azure-core](https://github.com/Azure/azure-sdk-for-python) from 1.37.0 to 1.38.0.
- [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
- [Commits](https://github.com/Azure/azure-sdk-for-python/compare/azure-core_1.37.0...azure-core_1.38.0)

---
updated-dependencies:
- dependency-name: azure-core
  dependency-version: 1.38.0
  dependency-type: indirect
...

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

dependabot[bot] · 2026-01-15 22:25:41 +00:00

dd3e2b6e53

Python: Create/Get Agent API for Azure V1 (#3192 )

* Added provider implementation for Azure AI V1

* Small fixes

* Fixed OpenAPI example

* Fixed local MCP example

* Fixed hosted MCP example

* Fixed file search sample

* Small fixes

* Resolved comments

* Doc updates

Dmytro Struk · 2026-01-15 22:19:03 +00:00

48d124efbe

Updated DurableAIAgent and fixed integration tests (#3241 )

Dmytro Struk · 2026-01-15 21:43:26 +00:00

6e9420f614

Python: Properly configure structured outputs based on new options dict (#3213 )

* Properly configure structured outputs based on new options dict

* Fix mypy

Evan Mattson · 2026-01-15 11:41:46 +09:00

15d0c34d9f

Python: fix(ag-ui): add MCP tool support for AG-UI approval flows (#3212 )

* add MCP tool support for AG-UI approval flows

* use attribute in place of property

Evan Mattson · 2026-01-15 02:34:11 +00:00

620da7a829

fix(workflows): rename WorkflowOutputEvent.source_executor_id to executor_id for API consistency (#3166 )

Evan Mattson · 2026-01-15 02:11:25 +00:00

80b25a782b

Python: fix(core): correct FunctionResultContent ordering in WorkflowAgent.merge_updates (#3168 )

* fix(core): simplify FunctionResultContent ordering in WorkflowAgent.merge_updates

* improve comment

* Fix name

Evan Mattson · 2026-01-15 01:54:44 +00:00

ffe2e787ba

update package versions (#3223 )

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

Giles Odigwe · 2026-01-14 23:26:50 +00:00

cb2862d4c3

Python: Added AzureAI sample for downloading code interpreter generated files (#3189 )

* added azure ai code interpreter file download sample

* copilot fix suggestions

* function name fixes + readme update

* small fix

Giles Odigwe · 2026-01-14 22:50:07 +00:00

9b9a0f178c

Python: Add more specific exceptions to Workflow (#3188 )

* Add more specifc workflow exceptions

* Fix tests

* AI comments

* Misc

Tao Chen · 2026-01-14 20:10:52 +00:00

6c956ec596

Python: Create/Get Agent API for Azure V2 (#3059 )

* Added get_agent method to Azure AI V2

* Small fixes

* Small fix

* Removed AzureAIAgentProvider

* Added create_agent method

* Small fixes

* Fixed code interpreter tool mapping

* Added agent provider for V2 client

* Updated response format handling

* Added provider example

* Fixed errors

* Update python/samples/getting_started/agents/azure_ai/README.md

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

* Small fix

* Updates from merge

* Resolved comments

* Resolved comments

---------

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

Dmytro Struk · 2026-01-14 19:35:01 +00:00

99c5718696

renamed all (#3207 )

Eduard van Valkenburg · 2026-01-14 05:54:07 +00:00

d8cf8361bd

Python: Add dependencies param to ag-ui FastAPI endpoint (#3191 )

* Add dependencies param to ag-ui FastAPI endpoint

* Address Copilot feedback

Evan Mattson · 2026-01-13 22:31:33 +00:00

1ae0b09e42

[BREAKING] Python: Refactor orchestrations (#3023 )

* Group chat refactoring Part 1; Next: HIL and handoff

* Add agent approval flow; next samples

* WIP: samples

* WIP: HIL samples

* Group chat HIL working; next: handoff

* Fix group chat tool approval sample

* WIP: refactor handoff; next handoff handling

* Handoff done; next handoff samples and concurrent and sequential

* Handoff samples, concurrent, and sequential done; next Magentic

* WIP: magentic; next test with samples + HIL

* Magentic Working; next fix all samples and tests

* Fix handoff samples; next tests

* WIP: fixing tests; some orchestration as agent samples are failing

* Group chat unit tests done

* Handoff  unit tests done

* Remove old orchestration_request_info and fix related tests

* Magentic unit tests done

* Fix samples

* Fix test

* Fix test 2

* mypy

* Address comments

* Update readme

* Address comments

* Address comments 2

* Replace display name

Tao Chen · 2026-01-13 18:40:26 +00:00

0b152418b6

Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140 )

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00

3e97425245

Python: Add declarative workflow runtime (#2815 )

* Further support for declarative python workflows

* Add tests. Clean up for typing and formatting

* Improvements and cleanup

* Typing cleanup. Improve docstrings

* Proper code in docstrings

* Fix malformed code-block directive in docstring

* Remove dead links

* PR feedback

* Address PR feedback

* Address PR feedback

* Remove sl

* Update devui frontend

* More cleanup

* Fix uv lock

* Skip Py 3.14 tests as powerfx doesn't support it

* Fix mypy error

* Fix for tool calls

* Removed stale docstring

* Fix lint

* Standardize on .NET namespaces. Revert DevUI changes (bring in later)

* Implement remaining items for Python declarative support to match dotnet

Evan Mattson · 2026-01-13 07:11:21 +00:00

9c094573e8

Python: MCP Improvements: improved connection loss behavior, pagination for loading and a param to control representation (#3154 )

* pagination support (#2848) added a parse_tool_result param and connection loss (#2884)

* fix #3153

* improved connection handling

* improved logic

Eduard van Valkenburg · 2026-01-13 04:09:33 +00:00

b2893fbc00

558 Commits