agent-framework

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: Sample on integration of Azure OpenAI Responses Client with a local MCP server (#1215 )

* added a sample on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP)

* added additional comments mentioning that the Microsoft Learn MCP server can be replaced by any other desired MCP server

* corrected the MCP server type to local

* added a newline at the end

* Update python/samples/getting_started/agents/azure_openai/azure_responses_client_with_local_mcp.py

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

---------

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Saurabh Vartak · 2025-10-07 07:54:29 +00:00

49f25358d7

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

docs: update dev.md to fix "Get the Code" section (#1217 )

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

Kim · 2025-10-06 19:53:34 +00:00

66009c617d

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

Add Devcontainers to allow easy use of the AF repo from github codespaces (#1224 )

* Add dev containers

* Add workspace folder and cs dev extension

* Try other workspace folder format

* Add default solution.

* Move default solution to settings.json

* Fix repo open

* Remove duplicate python codespace and rename folder

* Add recommended C# extensions and a default build task

* Add vscode icons extension by default

* Add python setup and customizations, plus ai studio for all

* Add bash command

* Try running devsetup from workspace folder

* Remove echo and cd

* Change workspace mount

* Change dotnet workspace name

* Revert workspacemount addition

* Try workspace mount to root

* remove trailing slash

* Try workspacefolder with var

* Revert to original approach

* Modify dev containers to work in main repo.

* Remove trailing comma

* Apply suggestion from @Copilot

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---------

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westey · 2025-10-06 14:20:34 +00:00

b839669eee

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

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

* Remove Args from class docstrings where they belong in __init__

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

* 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

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

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

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

* Update _assistants_client.py

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---------

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Copilot · 2025-10-06 07:37:34 +00:00

8bd3e11d3e

added missing lib/utils.ts in devui frontend (#1197 )

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

Alex Lavaee · 2025-10-06 07:34:34 +00:00

0cd794abe7

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: DevUI improvements. (#1091 )

* enable deeplinking in ui, add agent details to entity info, add usage data, add middleware example in samples and foundry agent.

* update ui build

* Update python/packages/devui/frontend/src/components/workflow/workflow-input-form.tsx

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

* Update python/packages/devui/pyproject.toml

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

* Update python/packages/devui/pyproject.toml

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

* imporove mapping for agent nodes and serialiation for agent run events

* lint fixes

* update pyproj toml and ui updates

---------

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Victor Dibia · 2025-10-03 22:22:03 +00:00

01f438d710

Python: Updating python DEV_SETUP to add brew-based uv installation. (#1173 )

* Updating python DEV_SETUP to add brew-based uv installation.

* Apply suggestion from @Copilot

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

---------

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Ben Thomas · 2025-10-03 20:57:12 +00:00

54b35e76ed

docs: Update References to Agent2Agent protocol to use correct terminology (#1162 )

Should be `Agent2Agent Protocol` not `Agent-to-Agent` unless talking about general agent to agent communication

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

Holt Skinner · 2025-10-03 19:10:05 +00:00

50c532b4ae

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

---------

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

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

8b80a03fbb

Python: Added Ollama example using OpenAIChatClient (#1100 )

* Added Ollama example using OpenAIChatClient

* Small improvement

Dmytro Struk · 2025-10-02 15:14:29 +00:00

c7f20c8ec5

Python: Fix Azure AI Getting Started samples: Improve documentation and code readability (#1089 )

* Initial plan

* Fix Azure AI samples: Add dotenv support, fix async input, improve docs

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

* Remove dotenv.load_dotenv() and revert async input() changes per review feedback

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

---------

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Copilot · 2025-10-02 03:22:44 +00:00

07db91174b

Python: Fix multimodal input sample: Document required environment variables and configuration options (#1088 )

* Initial plan

* Update multimodal input sample to document required environment variables

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

* Add examples showing how to pass deployment_name as parameter

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

---------

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Copilot · 2025-10-02 01:34:31 +00:00

cd1bdc1483

Update getting started samples to reflect AF. Update a unit test. (#1093 )

Evan Mattson · 2025-10-02 01:20:12 +00:00

4f4890cf6a

.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: Foundry Agent Completeness (#954 )

* foundry completeness

* tests + openapi sample

* bing grounding sample

* options integration tests

* merge conflict fix

* fix failing test

* add mcp approval handling

Giles Odigwe · 2025-10-01 13:38:51 +00:00

b0971fdec6

fix a2a import (#1058 )

Eduard van Valkenburg · 2025-10-01 13:21:46 +00:00

396e7ee48d

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

update link (#1051 )

Eric Zhu · 2025-10-01 11:18:11 +00:00

08b602c290

Python: Update README with links to video content. Include initial code samples as a quickstart (#1049 )

* Update README with links to video content. Include initial code samples as a quickstart.

* Include import

* Fix .net code

* Simplify sample

* Fix python spacing

* updates

* Remove .DS_Store file.

Evan Mattson · 2025-10-01 08:22:21 +00:00

f19ebf5b1b

Add metapackage metadata stub to restore flit builds (#1043 )

Evan Mattson · 2025-10-01 07:20:33 +00:00

34e03d1e5c

Agents + Chat Client Samples Doctsring Updates (#1028 )

* agents + chat client samples doctsring updates

* fixes

Giles Odigwe · 2025-10-01 07:18:53 +00:00

b88143b686

Python: semantic-kernel to agent-framework migration code samples (#1045 )

* wip migrations

* Wip: workflow migrations

* Add migration samples for sk to af

* Fix typo

* Fixes

Evan Mattson · 2025-10-01 07:02:03 +00:00

fb51d917fd

Correct version numbers based on PEP440 (#1040 )

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

1ec98130d2

Python: Clarifications on installing packages in README (#1036 )

* Clarifications on installing packages in README

* Updates

Evan Mattson · 2025-10-01 01:12:56 +00:00

d3219b5e93

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:DevUI Fixes (#1035 )

* fix event reset on thread change, enable multiline input, enable pasting of files and screenshots

* UI updates and improved remove discovery

* ui and other fixes

---------

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

Victor Dibia · 2025-10-01 00:21:22 +00:00

fa9f5c1aed

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

Bump vite from 7.1.3 to 7.1.5 in /python/packages/devui/frontend (#869 )

Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.3 to 7.1.5.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.1.5/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.5
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot[bot] · 2025-09-30 17:34:23 +00:00

9a888ae66c

.Net: Visualizing dotnet workflows (#882 )

* Adding more test for workflow vizualization.

* Improving README for sample.

* More cleanup.

* Removing rendering of workflow visualization and adding basic support for mermaid format.

* Adding basic mermaid tests.

* Improving sample. Switching to another branch.

* About to merge from main.

* Formatting.

* More fromatting.

* Removng uneeded call to ToUpper.

* Adding README.

* Moving samples under workflow to workflows.

* Removing uneeded README for map-reduce sample.

Ben Thomas · 2025-09-30 16:29:19 +00:00

df3e12b2ed

Python: [Doc] Update python observability sample with Grafana dashboards (#995 )

* Update python observability sample with Grafana dashboards

* fix case

---------

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

wuweng · 2025-09-30 16:16:20 +00:00

522bf4bf23

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

---------

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

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

35d2d9fe7f

Python: Add Agent Framework Lab Lightning package with RL training examples (#937 )

* add math agent

* .

* update

* update debug mode

* add tau2 training

* .

* .

* .

* .

* add tests

* .

* revert observability

* update readme

* fix task serialization issue

* fix exception

* add inline docs

* update readme

* update pyproject toml

* minor fix

* update and use git lfs

* update

* update ignore file to use lab specific

* fix type

* update depedency

---------

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

Yuge Zhang · 2025-09-30 01:18:49 +00:00

b8df0cd03f

Python: skip macos-latest in gatekeeper (#989 )

* update

* tmp change to test ci

* Update

* Update

* update

* Just update the matrix

Eric Zhu · 2025-09-30 00:16:52 +00:00

21a60aeb35

Python: Update README files: Fill empty documentation and expand minimal content (#980 )

* Initial plan

* Fill empty python/samples README and expand dotnet custom implementation README

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

* Fix broken documentation links in main README

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

* Fix installation instructions in Python main package README

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* Address PR feedback: revert main README and Python package README, remove empty prerequisites section and repository link

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Copilot · 2025-09-29 23:59:50 +00:00

170c2c715a

Python: Fix tau2 tests by downloading data files directly from remote URLs (#960 )

* Re-add skipped tests in lab-tau2

* resolve comments

* cache the files

---------

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

Yuge Zhang · 2025-09-29 23:10:29 +00:00

cef7fdf548

Python: [Breaking] removed pydantic from types and workflows (#917 )

* removed pydantic from types

* fix test

* fix test

* fix tests

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated pydantic removal

* updated lock and test fixes

* fix mypy

* updated build system

* updated chat client parsing

* fix broken test

---------

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

Eduard van Valkenburg · 2025-09-29 21:19:58 +00:00

b4ebafa9b1

Python: basic python a2a support (#906 )

* basic python a2a support

* fixes

* small fixes

---------

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

Giles Odigwe · 2025-09-29 17:53:45 +00:00

c102706146

906 Commits