agent-framework

Python: Skip flaky openai vector store file tests (#1667 )

* Add poll interval to fix integration test

* skip flaky tests

Eric Zhu · 2025-10-23 17:31:41 +00:00

905e730dc2

Python: Add Handoff orchestration pattern support (#1469 )

* Add Handoff orchestration pattern support

* PR feedback

* Use AOAI client in samples

* Adjust to tool

* Handoff to sub-agent via ai function

* PR feedback

* More cleanup

* Improvements

* PR feedback cleanup

* Add handoff migration sample.

* Remove type ignore

* fix markdown link formatting

* Remove readme link for non-existent sample

Evan Mattson · 2025-10-22 01:51:51 +00:00

b66619a544

Code clean up: Checkpoint and WorkflowBuilder (#1557 )

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

Tao Chen · 2025-10-20 16:34:06 +00:00

083d0de3f3

Python: Updated package version (#1528 )

* Updated package version

* Update python/CHANGELOG.md

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* Updated metadata for Purview

* Updated test

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Dmytro Struk · 2025-10-16 22:32:25 +00:00

8c24a72107

Python: Add Purview Middleware (#1142 )

* [Py Purview] Purview Python Initial Commit

* [Py Purview] Purview Python Minor Fixes

* [Py Purview] Purview Python Comment Fixesish

* [Py Purview] Purview Python Agent Middleware Done

* [Py Purview] Purview Python Agent Middleware Done

* [Py Purview] Purview Python Lint Errors

* [Py Purview] Purview Python Final Hopefully

* [Py Purview] Purview Python Final Hopefully

* [Py Purview] Purview Python Fix ReadMe

* [Py Purview] Purview Python Fix MyPy

* [Py Purview] Purview Python Minor Updates on comments

* [Py Purview] Purview Python Fix Build Error

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Rishabh Chawla · 2025-10-16 21:46:04 +00:00

59da578902

Python: Agent Name Sanitization (#1523 )

* a2a agent name sanitization

* fix

* small fix

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

Giles Odigwe · 2025-10-16 20:33:25 +00:00

76ae0a62ac

Small fix in OpenAI Responses client (#1509 )

Dmytro Struk · 2025-10-16 14:27:39 +00:00

3b9193c15e

Python: Enhanced documentation for dependency injection and serialization features (#1324 )

* improvements in dep injection and sample

* fix for falsy default

* fix mypy

* update to use a nested dict instead of a string.

* clarify docs

* Update python/packages/core/agent_framework/_tools.py

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* Update python/packages/core/agent_framework/_tools.py

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* Update python/packages/core/agent_framework/_tools.py

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* Update python/packages/core/agent_framework/_serialization.py

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* format

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Eric Zhu · 2025-10-13 20:34:27 +00:00

9148392d00

Python: Refactor RequestInfoExecutor (#1403 )

* Refactor RequestInfoExecutor

* Update AI script

* Fix formatting

* Address comments

* fix unit test

Tao Chen · 2025-10-13 19:18:17 +00:00

fc12ab9fed

Python: Fix Failure with Function Approval Messages in Chat Clients (#1322 )

* Python: set role=tool when processing approval responses

* Python: set role=tool when processing approval responses

* Fix approval mode with OpenAIChatClient and threads: add approval requests to assistant message, fix deduplication/rejection call_id, filter approval content, add tests and example

* update test tools after change

* Rename _collect_approval_todos to _collect_approval_responses and filter empty call_ids

Victor Dibia · 2025-10-10 18:38:23 +00:00

e032fe3993

Python: Fixed instructions duplication in model clients (#1332 )

* Small fix

* Updated instruction handling in chat clients

Dmytro Struk · 2025-10-09 14:49:03 +00:00

a02b82f022

Python: Fix deadlock in Magentic workflow (#1325 )

* Fix deadlock in Magentic workflow

* Fix unit test

Tao Chen · 2025-10-09 00:23:46 +00:00

2397795c1d

Python: improved thread serialization and deser with better tests (#1316 )

* improved thread serialization and deser with better tests

* update redis with the same

Eduard van Valkenburg · 2025-10-08 19:04:11 +00:00

a36e183600

Python: Reorganize workflows modules (#1282 )

* Reorganize modules

* Fix unit tests

* Remove submodules

Tao Chen · 2025-10-08 17:04:06 +00:00

c2c8ec3d4e

Python: fix tool call content not showing up in workflow events (#1290 )

* fix tool call content not showing up in workflow events

* fix lint

* touch up

* add another sample to show function bridge

* missing sample

Eric Zhu · 2025-10-08 16:39:08 +00:00

1c5e607a1f

Python: bump version and update changelog (#1277 )

* bump version and update changelog

* undo lab package version bump

* add changelog to exclude pattern for links

* fix for ignore path

* exclude file

Eduard van Valkenburg · 2025-10-07 21:41:59 +00:00

8b73b5b1be

Python: [BREAKING] parameter naming and other fixes (#1255 )

* parameter naming and other fixes

* fix test

* fix azure openai responses decorator ordering

* fix test

* fix mypy

* fixes in options handling

* fix tests

* final fixes

* exclude macos tests

* fix model param

Eduard van Valkenburg · 2025-10-07 21:18:48 +00:00

76900f0eab

Python: Added method to expose agent as MCP server (#1248 )

* Added method to expose agent as MCP server

* Update python/packages/core/agent_framework/_agents.py

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* Update python/packages/core/agent_framework/_agents.py

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* Addressed PR feedback

* Updated doc string

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Dmytro Struk · 2025-10-07 17:21:53 +00:00

a45e2ab28e

Python: Add PDF file support to OpenAI content parser with filename mapping (#1121 )

* Add mapping for application media type in OpenAI responses client

* Enhance multimodal input samples: Add PDF testing functionality and fix image sample

* Standardize filename handling and add multimodal samples

- Standardized filename extraction logic between chat and responses clients
- Both clients now omit filename when not provided (no default fallback)
- Added Azure Responses API multimodal sample with PDF support
- Cleaned up Azure Chat sample to focus on supported features only
- Fixed test comment placement for better code documentation
- Updated README with clear API capability differences

* Enhance multimodal input samples with image and PDF handling

- Refactor image and PDF handling in `azure_chat_multimodal.py` and `openai_chat_multimodal.py` to use new utility functions.
- Add `load_sample_pdf` and `create_sample_image` functions for better test asset management.
- Remove redundant code for creating sample images and PDFs.
- Introduce a sample PDF file in `sample_assets` for testing purposes.

* Fix formatting in OpenAI chat client

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

Christian Glessner · 2025-10-07 17:04:33 +00:00

8bb1266020

Python: Introduce add_agent functionality and added output_response to AgentExecutor; agent streaming behavior to follow workflow invocation (#1184 )

* refactor AgentExecutor, add output_response flag for switching on or off workflow output for each agent.

* introduce add_agent

* make default agent's streaming to false

* address comments

* fix test

* add is_streaming to RunnerContext and WorkflowContext

* fix add_agent return

* fix tests

* address comments

* resolve conflict

* update to address comments

* fix

Eric Zhu · 2025-10-07 16:11:40 +00:00

d01d9afb92

Python: added approval_mode and allowed_tools to local MCP (#1203 )

* added approval_mode and allowed_tools to local MCP

* updated docs

Eduard van Valkenburg · 2025-10-07 07:44:08 +00:00

b49395fa3d

Python: OpenAI Clients accepting api_key callback (#1139 )

* openai clients accepting callable

* fixes

* version checks

Giles Odigwe · 2025-10-06 19:51:34 +00:00

4e6ae443cf

Python: updated docstrings (#1225 )

* updated docstrings

* fix tests and mypy

* hosted file search docstring update

* updated versions

Eduard van Valkenburg · 2025-10-06 16:04:39 +00:00

714e7b50d4

Python: Standardize docstrings: Use Keyword Args for Settings classes and add environment variable examples (#1202 )

* Initial plan

* Update Settings classes to use Keyword Args and add examples

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add examples and env var documentation to chat clients

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add env var docs and examples to Responses and AzureAI clients

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* Remove Args from class docstrings where they belong in __init__

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* Add env var docs and examples to Assistants clients

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* updated to keyword args

* Fix incorrect code block formatting in _workflows/_executor.py

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* Fix markdown code blocks in _workflows/_edge.py - use Sphinx format

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* Update _assistants_client.py

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---------

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Copilot · 2025-10-06 07:37:34 +00:00

8bd3e11d3e

feat: Add name and description support to workflows (#1183 )

Add optional name and description fields to workflows in both Python and .NET implementations, matching the existing agent API pattern.

Python changes:
- Add name/description parameters to WorkflowBuilder.__init__
- Add name/description attributes to Workflow class
- Include name/description in to_dict() serialization
- Add WORKFLOW_NAME and WORKFLOW_DESCRIPTION OTEL attributes
- Add tests in test_serialization.py and test_workflow_observability.py

.NET changes:
- Add Name and Description properties to Workflow and Workflow<T>
- Add WithName() and WithDescription() fluent methods to WorkflowBuilder
- Add WorkflowName and WorkflowDescription OTEL tags
- Add test in WorkflowBuilderSmokeTests.cs

This enables applications like DevUI to display human-readable workflow names (e.g., 'Data Processing Pipeline') instead of auto-generated UUIDs (e.g., 'Workflow 50fdd917').

Fixes: #1181

Victor Dibia · 2025-10-04 15:20:17 +00:00

5a7ca13af6

Python: Introducing AI Function approval (#1131 )

* support for local function approval

* small fix

* fix mypy

* added bigger test scenario's for function calling and approvals

* updated lock

* updated return message for rejection

* fix test

* updated function result content handling

Eduard van Valkenburg · 2025-10-04 15:19:16 +00:00

fd819c6c02

Python: Default DevUI workflows to string input when start node is auto-wrapped agent (#1143 )

* DevUI workflows default to string input when start node is AgentExecutor

* Remove unnecessary sample

* Fix lint issue

Evan Mattson · 2025-10-03 08:11:38 +00:00

c543dbaa92

docs: add missing pre flag (#1130 )

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

Vincent Koc · 2025-10-02 18:50:47 +00:00

2696de7428

Python: updated docstrings of all _files (#1107 )

* updated docstrings of all _files

* fix mypy

* fixed codeblocks in workflows and some other files

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

Eduard van Valkenburg · 2025-10-02 16:18:58 +00:00

8b80a03fbb

.NET: Add link inspector (#1062 )

* Add link inspector

* Comment out excludedirs while it's empty

* Fix broken links

* More links fixes

* Push further fixes

* Fix more links

westey · 2025-10-01 16:43:17 +00:00

364188c44f

Python: Bug fixes for devui serialization and agent structured outputs (#1055 )

* Bug fixes for devui serialization and agent structured outputs

* Fix typing

* Add mapper serialization unit tests

Evan Mattson · 2025-10-01 11:55:54 +00:00

19b9aeec5f

Python: Packaging fixes (#1056 )

* small updates to setup

* post1

* reset version

* updated package status

Eduard van Valkenburg · 2025-10-01 11:54:26 +00:00

2575e8cab0

Correct version numbers based on PEP440 (#1040 )

Evan Mattson · 2025-10-01 11:23:09 +09:00

1ec98130d2

Python: Fix: MCP tool calls flatten nested JSON arguments (handle $ref schemas) (#990 )

* Initial plan

* Fix nested JSON argument flattening in MCP tools - handle $ref schemas

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

* Apply code formatting fixes from ruff linter

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

* Fixed formatting

* Refactor JSON type mapping to use match-case statement

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

---------

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Copilot · 2025-10-01 00:22:46 +00:00

bdfa62c834

Python: Tool definitions otel (#936 )

* added tool_definitions

* removed json dump

* improved logic

* updated for pydantic

Eduard van Valkenburg · 2025-09-30 20:11:54 +00:00

40f5b6d8fe

Python: [BREAKING] added SerializationMixin and applied to contents, agents, chat client… (#1012 )

* added SerializationMixin and applied to contents, agents, chat clients, removed AFBaseModel

* fix annotations type

* mypy fixes

* fix tests

* fix serializable subvalues and added large docstring

* updated indents in code block

* fixed exported urls

Eduard van Valkenburg · 2025-09-30 19:53:46 +00:00

54ad135914

Python: fix string parsing in azure openai client (#1023 )

* fix string parsing in azure openai client

* test fix

* changed setup func name and check if there is a conn string

* redid parsing in safe way

Eduard van Valkenburg · 2025-09-30 19:33:12 +00:00

3eb26632ce

Python: Update installation instructions (#1026 )

* Update installation instructions

* address comments

Tao Chen · 2025-09-30 19:28:54 +00:00

f7e9490494

Python: [BREAKING] Python: Rename workflow to workflows (#1007 )

* Rename workflow to workflows

* Update occurence of workflow to new name

Evan Mattson · 2025-09-30 11:21:34 +00:00

b42bb700fb

Python: [BREAKING] Main to core (#983 )

* removed pydantic from types

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated lock and test fixes

* moved main to core, and setup meta package

* updated versions

* updated lock

* fixed agents dependency

* added retry to merge tests

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

Eduard van Valkenburg · 2025-09-30 07:18:36 +00:00

35d2d9fe7f

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