agent-framework

Python: Fix MCP Tool Parameter Descriptions Not Propagated to LLMs (#1978 )

* mcp tool description fix

* small fix

Giles Odigwe · 2025-11-11 19:43:26 +00:00

d59bd20765

Python: OpenAI Responses Image Generation Stream Support, Sample and Unit Tests (#1853 )

* support for image gen streaming

* small fixes

* fixes

* added comment

Giles Odigwe · 2025-11-11 19:01:37 +00:00

1d7292fba6

Python: Handle agent user input request in AgentExecutor (#2022 )

* Handle agent user input request in AgentExecutor

* fix test

* Address comments

* Fix tests

* Fix tests

* Address comments

* Address comments

Tao Chen · 2025-11-11 18:59:57 +00:00

cd9073aa11

Bump vite in /python/samples/demos/chatkit-integration/frontend (#1918 )

Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 7.1.9 to 7.1.12.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/v7.1.12/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.1.12/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 7.1.12
  dependency-type: direct:development
...

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

dependabot[bot] · 2025-11-11 17:33:52 +00:00

24298cd89e

Python: Add concrete AGUIChatClient (#2072 )

* Add concrete AGUIChatClient

* Update logging docstrings and conventions

* PR feedback

* Updates to support client-side tool calls

Evan Mattson · 2025-11-11 14:39:30 +00:00

32bd884bfd

Update README.md to change Grafana links to Azure portal links for dashboard access (#1983 )

wuweng · 2025-11-11 05:08:33 +00:00

177b0c95be

Python: Fix Model ID attribute not showing up in invoke_agent span (#2061 )

* Best effort to surface the model id to invoke agent span

* Fix tests

* Fix tests

Tao Chen · 2025-11-10 22:32:04 +00:00

448aff536a

DevUI: support having both an agent and a workflow with the same id in discovery (#2023 )

Reuben Bond · 2025-11-10 21:36:07 +00:00

12fc19b360

Python: .Net: Dotnet devui compatibility fixes (#2026 )

* DevUI: Add OpenAI Responses API proxy support with enhanced UI features

This commit adds support for proxying requests to OpenAI's Responses API,
allowing DevUI to route conversations to OpenAI models when configured to enable testing.

Backend changes:
- Add OpenAI proxy executor with conversation routing logic
- Enhance event mapper to support OpenAI Responses API format
- Extend server endpoints to handle OpenAI proxy mode
- Update models with OpenAI-specific response types
- Remove emojis from logging and CLI output for cleaner text

Frontend changes:
- Add settings modal with OpenAI proxy configuration UI
- Enhance agent and workflow views with improved state management
- Add new UI components (separator, switch) for settings
- Update debug panel with better event filtering
- Improve message renderers for OpenAI content types
- Update types and API client for OpenAI integration

* update ui, settings modal and workflow input form, add register cleanup hooks.

* add workflow HIL support, user mode, other fixes

* feat(devui): add human-in-the-loop (HIL) support with dynamic response schemas

Implement  HIL workflow support allowing workflows to pause for user input
with dynamically generated JSON schemas based on response handler type hints.

Key Features:
- Automatic response schema extraction from @response_handler decorators
- Dynamic form generation in UI based on Pydantic/dataclass response types
- Checkpoint-based conversation storage for HIL requests/responses
- Resume workflow execution after user provides HIL response

Backend Changes:
- Add extract_response_type_from_executor() to introspect response handlers
- Enrich RequestInfoEvent with response_schema via _enrich_request_info_event_with_response_schema()
- Map RequestInfoEvent to response.input.requested OpenAI event format
- Store HIL responses in conversation history and restore checkpoints

Frontend Changes:
- Add HILInputModal component with SchemaFormRenderer for dynamic forms
- Support Pydantic BaseModel and dataclass response types
- Render enum fields as dropdowns, strings as text/textarea, numbers, booleans, arrays, objects
- Display original request context alongside response form

Testing:
- Add  tests for checkpoint storage (test_checkpoints.py)
- Add schema generation tests for all input types (test_schema_generation.py)
- Validate end-to-end HIL flow with spam workflow sample

This enables workflows to seamlessly pause execution and request structured user input
with type-safe, validated forms generated automatically from response type annotations.

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

* DevUI: Serialize workflow input as string to maintain conformance with OpenAI Responses format

* Phase 1: Add /meta endpoint and fix workflow event naming for .NET DevUI compatibility

* additional fixes for .NET DevUI workflow visualization item ID tracking

**Problem:**
.NET DevUI was generating different item IDs for ExecutorInvokedEvent and
ExecutorCompletedEvent, causing only the first executor to highlight in the
workflow graph. Long executor names and error messages also broke UI layout.

**Changes:**
- Add ExecutorActionItemResource to match Python DevUI implementation
- Track item IDs per executor using dictionary in AgentRunResponseUpdateExtensions
- Reuse same item ID across invoked/completed/failed events for proper pairing
- Add truncateText() utility to workflow-utils.ts
- Truncate executor names to 35 chars in execution timeline
- Truncate error messages to 150 chars in workflow graph nodes

** Details:**
- ExecutorActionItemResource registered with JSON source generation context
- Dictionary cleaned up after executor completion/failure to prevent memory leaks
- Frontend item tracking by unique item.id supports multiple executor runs
- All changes follow existing codebase patterns and conventions

Tested with review-workflow showing correct executor highlighting and state
transitions for sequential and concurrent executors.

* format fixes, remove cors tests

* remove unecessary attributes

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Reuben Bond <reuben.bond@gmail.com>

Victor Dibia · 2025-11-10 18:56:31 +00:00

7a45929807

added missing chatAgent params (#2044 )

Eduard van Valkenburg · 2025-11-10 11:02:45 +00:00

e7224b5efb

Python: Fix underlying tool choice bug and all for return to previous Handoff subagent (#2037 )

* Fix tool_choice override bug and add enable_return_to_previous support

* Add unit test for handoff checkpointing

* Handle tools when we have them

Evan Mattson · 2025-11-10 10:55:52 +00:00

548e0f028e

DevUI: Prevent line breaks within words in the agent view (#2024 )

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

Jeff Handley · 2025-11-10 01:16:24 +00:00

0e7183dbd8

Updated package versions (#2027 )

Dmytro Struk · 2025-11-08 18:09:28 +00:00

c394f3f52b

DevUI: Serialize workflow input as string to maintain conformance with OpenAI Responses format (#2021 )

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

Reuben Bond · 2025-11-08 03:25:08 +00:00

4201b9a122

Python: DevUI: Add OpenAI Responses API proxy support + HIL for Workflows (#1737 )

* DevUI: Add OpenAI Responses API proxy support with enhanced UI features

This commit adds support for proxying requests to OpenAI's Responses API,
allowing DevUI to route conversations to OpenAI models when configured to enable testing.

Backend changes:
- Add OpenAI proxy executor with conversation routing logic
- Enhance event mapper to support OpenAI Responses API format
- Extend server endpoints to handle OpenAI proxy mode
- Update models with OpenAI-specific response types
- Remove emojis from logging and CLI output for cleaner text

Frontend changes:
- Add settings modal with OpenAI proxy configuration UI
- Enhance agent and workflow views with improved state management
- Add new UI components (separator, switch) for settings
- Update debug panel with better event filtering
- Improve message renderers for OpenAI content types
- Update types and API client for OpenAI integration

* update ui, settings modal and workflow input form, add register cleanup hooks.

* add workflow HIL support, user mode, other fixes

* feat(devui): add human-in-the-loop (HIL) support with dynamic response schemas

Implement  HIL workflow support allowing workflows to pause for user input
with dynamically generated JSON schemas based on response handler type hints.

Key Features:
- Automatic response schema extraction from @response_handler decorators
- Dynamic form generation in UI based on Pydantic/dataclass response types
- Checkpoint-based conversation storage for HIL requests/responses
- Resume workflow execution after user provides HIL response

Backend Changes:
- Add extract_response_type_from_executor() to introspect response handlers
- Enrich RequestInfoEvent with response_schema via _enrich_request_info_event_with_response_schema()
- Map RequestInfoEvent to response.input.requested OpenAI event format
- Store HIL responses in conversation history and restore checkpoints

Frontend Changes:
- Add HILInputModal component with SchemaFormRenderer for dynamic forms
- Support Pydantic BaseModel and dataclass response types
- Render enum fields as dropdowns, strings as text/textarea, numbers, booleans, arrays, objects
- Display original request context alongside response form

Testing:
- Add  tests for checkpoint storage (test_checkpoints.py)
- Add schema generation tests for all input types (test_schema_generation.py)
- Validate end-to-end HIL flow with spam workflow sample

This enables workflows to seamlessly pause execution and request structured user input
with type-safe, validated forms generated automatically from response type annotations.

* improve HIL support, improve workflow execution view

* ui updates

* ui updates

* improve HIL for workflows, add auth and view modes

* update workflow

* security improvements , ui fixes

* fix mypy error

* update loading spinner in ui

---------

Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>

Victor Dibia · 2025-11-07 23:28:32 +00:00

94eae24082

Python: DevUI: Use metadata.entity_id instead of model field (#1984 )

* DevUI: Use metadata.entity_id for agent/workflow name instead of model field

* OpenAI Responses: add explicit request validation

* Review feedback

Reuben Bond · 2025-11-07 22:16:55 +00:00

f71faa80f9

.NET: DevUI: Use relative URLs for backend API by default (#2005 )

* DevUI: Use relative URLs for backend API by default

* dotnet format

* rebuild application

Reuben Bond · 2025-11-07 17:01:04 +00:00

3d94ae57ed

Python: [Purview] Add Caching and background processing in Python Purview Middleware (#1844 )

* [PythonPurview] Add Caching and background processing

* [PythonPurview] Updates based on comments

Rishabh Chawla · 2025-11-07 07:43:22 +00:00

64826b8f56

Python: Update changelog with ag-ui changes (#1954 )

* Update changelog with ag-ui changes

* Changed -> Fixed

Evan Mattson · 2025-11-06 12:21:54 +09:00

708556e4ee

Python: Thread Samples Fix (#1945 )

* thread samples fix

* custom chat message store fix

Giles Odigwe · 2025-11-06 02:59:22 +00:00

ee1661ecb7

Python: Fix ag-ui examples packaging for PyPI publish (#1953 )

* Fix ag-ui examples packaging for PyPI publish

* Fix markdown links

Evan Mattson · 2025-11-06 11:31:24 +09:00

ac018f700b

Bump ag-ui package to 1.0.0b251106 for a release. Update CHANGELOG. (#1951 )

Evan Mattson · 2025-11-06 09:57:23 +09:00

99e2875fc8

Updated chatkit package version (#1950 )

Dmytro Struk · 2025-11-06 00:13:52 +00:00

573aff4825

Add simple workflow sample that mixes agents and executors (#1946 )

* Add workflow mix agent executor samples

* Apply suggestion from @Copilot

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>

Tao Chen · 2025-11-05 22:40:25 +00:00

9b471cc479

Export sample agents (#1927 )

Evan Mattson · 2025-11-05 22:26:18 +00:00

afd8b7ecb4

.NET: Python: Updated package versions (#1944 )

* Updated .NET version

* Updated Python package versions

* Updated changelog

Dmytro Struk · 2025-11-05 22:20:31 +00:00

327c304339

Python: [BREAKING] Replaced AIProjectClient with AgentsClient in Foundry (#1936 )

* Replaced AIProjectClient with AgentsClient in Foundry

* Update python/samples/getting_started/observability/azure_ai_agent_observability.py

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

* Update python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py

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

* Small fix

* Removed TODO item

---------

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

Dmytro Struk · 2025-11-05 21:42:36 +00:00

d701e796cb

.NET: Add DevUI package for .NET (#1603 )

* Implement DevUI

* Review feedback

* Fix build

Reuben Bond · 2025-11-05 20:02:48 +00:00

8855bfb065

Python: fix missing packaging dependency (#1929 )

* fix missing packaging dependency

* add aiohttp to azureai

Eduard van Valkenburg · 2025-11-05 18:09:54 +00:00

e2282ebe42

Python: Added parameter to disable agent cleanup in AzureAIAgentClient (#1882 )

* Removed automatic agent cleanup in AzureAIAgentClient

* Revert "Removed automatic agent cleanup in AzureAIAgentClient"

This reverts commit 89846c7212.

* Exposed boolean flag to control deletion behavior

* Update sample

Dmytro Struk · 2025-11-05 16:56:19 +00:00

14aee7e334

Python: add support for Python 3.14 (#1904 )

* add tests for py3.14 and add classifier

* remove macos

* allow openai v2

Eduard van Valkenburg · 2025-11-05 09:42:39 +00:00

54db13c22f

Python: Updates to Tools (#1835 )

* updated tool samples

* mypy and readme fixes

* updated call logic

* added function invocation config

* added include detailed error

* added tests

* updated FRC exception handling

* updated tests

* fix oai test

* fix name in sample

* imporoved tests coverage and removed some dead code paths

Eduard van Valkenburg · 2025-11-05 08:33:19 +00:00

51b32ed1ac

Python: Bump ag-ui package to 1.0.0b251105 for a release. Update changelog. (#1922 )

* Bump ag-ui package to 1.0.0b251105 for a release. Update changelog.

* Fix authors and license-files

Evan Mattson · 2025-11-05 08:30:52 +00:00

d81b579111

Python: AG-UI protocol support (#1826 )

* Add AG-UI integration

* Fix tests. PR feedback

* Cleanup

* PR Feedback

* Improve README and getting started experience

* Fix links

Evan Mattson · 2025-11-05 05:25:24 +00:00

35a8565495

Python: feat: Add ChatKit integration with a sample application (#1273 )

* feat: Add ChatKit integration with a new frontend application

- Created a new frontend application using React and Vite for the ChatKit integration.
- Added essential files including package.json, vite.config.ts, and Tailwind CSS configuration.
- Implemented core components: App, Home, ChatKitPanel, ThemeToggle, and hooks for color scheme management.
- Established SQLite-based store implementation for ChatKit data persistence in store.py.
- Integrated theme toggling functionality for light and dark modes.
- Set up ESLint and TypeScript configurations for better development experience.

* git ignore

* fix mypy

* add mising file

* minimal frontend for chatkit sample

* update ignore files

* version

* set python version lowerbound on chatkit

* update project settings for chatkit

* update setup

* update setup

* update setup

* update setup

* weather widget

* add select city widget sample

* remove widget helper

* update chatkit to include file attachments and cover more thread item types

* update readme with mermaid diagram

* update diagram

* update instructions

* update chatkit dependency

* fix converter imports

* move to demos/

* move to demos/ -- rename references

* support multiple session instead of using global variable in sample

* support chunk streaming

* fix tests

* Update python/samples/demos/chatkit-integration/store.py

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

* use local host

---------

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

Eric Zhu · 2025-11-05 02:11:40 +00:00

0c862e97a6

Add orchestration samples link (#1914 )

Evan Mattson · 2025-11-05 00:30:56 +00:00

2499262f30

Update changelog with a new PR that went in (#1912 )

Evan Mattson · 2025-11-04 23:20:13 +00:00

7b3e2a7e82

Fix mcp tool cloning for handoff pattern (#1883 )

Evan Mattson · 2025-11-04 22:49:34 +00:00

d5040236c9

Python: .NET: Updated package version and small fix (#1911 )

* Removed public key

* Updated package version

* Updated Python package versions

Dmytro Struk · 2025-11-04 22:42:07 +00:00

9e1b3c9b85

Python: [BREAKING] consolidate workflow run APIs (#1723 )

* consolidate workflow run apis

* improve validation, add tests

* Proper code tags for docs

* Update sample output

* Remove cycle validation

* PR feedback

* Validation

* Cleanup

Evan Mattson · 2025-11-03 23:34:59 +00:00

50d9b13bfc

Python: Introducing the Anthropic Client (#1819 )

* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client

Eduard van Valkenburg · 2025-11-03 19:32:28 +00:00

12d17acdc0

a2a workflows fix (#1860 )

Giles Odigwe · 2025-11-03 18:47:09 +00:00

a766a81243

Python: fix middleware and cleanup confusing function (#1865 )

* fix middleware and cleanup redundant function

* added test to validate

Eduard van Valkenburg · 2025-11-03 18:42:59 +00:00

e462d209fd

Python: Azure AI top_p and temperature parameters fix (#1839 )

* azure ai parameters fix

* added unit tests

* unit test fix

* fix

Giles Odigwe · 2025-10-31 20:46:38 +00:00

a9a1b1e567

Python: Ensure agent thread is part of checkpoint (#1756 )

* ensure agent thread is part of checkpoint

* Update python/packages/core/agent_framework/_workflows/_agent_executor.py

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

* remove data copying for server side thread.

* refine warning check

---------

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

Eric Zhu · 2025-10-31 15:48:43 +00:00

889f45a7ef

[BREAKING] Python: Remove request_type param from ctx.request_info() (#1824 )

* Remove request_type param from ctx.request_info()

* Address comments

Tao Chen · 2025-10-31 14:31:15 +00:00

68b6a55757

Python: Lab: Updates to GAIA module (#1763 )

* Lab: Updates to GAIA module

* update

* emoj!

* fix lint

* update lab test workflow to only trigger for python changes

* lint

* lint

* Fix broken OpenAI agents JS documentation link

Eric Zhu · 2025-10-30 22:02:31 +00:00

1543370027

Python: [BREAKING] Cleanup of dependencies (#1803 )

* removed extra and non-released deps

* added comments

* added space and lock

* fix pyright config

Eduard van Valkenburg · 2025-10-30 15:24:29 +00:00

434ffb8ab8

fix: Remove strict thread id validation for tool results (#1769 )

* fix: remove strict thread id validation for tool results

* test: remove corresponding test for strict thread_id validation

Kurt · 2025-10-30 14:32:46 +00:00

abfdf75cfb

Python: Azure AI Search Support Update + Refactored Samples & Unit Tests (#1683 )

* azure ai search sample update

* azure ai search update

* small fix

Giles Odigwe · 2025-10-30 02:30:06 +00:00

2059e7b3e8

313 Commits