agent-framework

azureai image gen sample update (#2709 )

Giles Odigwe · 2025-12-09 13:50:04 +00:00

b55095f0fb

Python: Fix DurableState schema serializations (#2670 )

* Fix created at

* Add pattern matching

Laveesh Rohra · 2025-12-08 22:38:45 +00:00

71d9d268dd

Python: Title: DevUI Fix WorkflowFailedEvent error extraction (#2706 )

* Title: Fix WorkflowFailedEvent error extraction to use details instead of error Body:
Summary
Fixed WorkflowFailedEvent mapping to extract error message from details.message instead of non-existent error attribute
Added support for including details.extra context in error messages when present
Problem
The WorkflowFailedEvent handler in _mapper.py was reading event.error, but WorkflowFailedEvent uses a details attribute (of type WorkflowErrorDetails), not error. This caused all workflow failures to display "Unknown error" in the UI instead of the actual error message.
Fix
Updated the handler to match the pattern already used by ExecutorFailedEvent:
Read from event.details instead of event.error
Extract details.message for the error text
Include details.extra context when available

* improve error handling consistency

Victor Dibia · 2025-12-08 21:44:32 +00:00

d889fa6f87

Python: Update fan in fan out sample to show concurrency (#2705 )

* Update fan in fan out sample to show concurrency

* Update python/samples/getting_started/workflows/parallelism/fan_out_fan_in_edges.py

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

---------

Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Tao Chen · 2025-12-08 19:53:37 +00:00

d7ca96923b

fixes Python: DevUI fails when uploading Pdf file (tested on Python Foundry Agent) (#2675 )

Fixes #2652

Victor Dibia · 2025-12-08 17:00:57 +00:00

0675000f4b

Python: Feature/fix context provider lifecycle agentic mode (#2650 )

* refactor KB for index creation logic

* add user agent header for tracking

* fix mypy issues

* fix agentic mode bug for search context provider

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Co-authored-by: farzad528 <farzad528@users.noreply.github.com>

Farzad Sunavala · 2025-12-08 09:52:18 +00:00

551219cb55

Improve sample logging (#2692 )

Evan Mattson · 2025-12-08 06:56:45 +00:00

c34af002b8

Renamed async_credential to credential (#2648 )

Dmytro Struk · 2025-12-08 01:21:18 +00:00

cfcb71334a

Python: DevUI, Fix message serialization issue, improve tests (#2674 )

* fix message serialization issue, improve tests for devui

* update tests

Victor Dibia · 2025-12-06 02:20:54 +00:00

8c6b12e664

Python: Add configurable timeout support to A2AAgent (#2432 )

* a2a timeout config

* added default timeout info

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

Giles Odigwe · 2025-12-05 22:21:36 +00:00

2d3ba95036

Python: Added Azure OpenAI Responses File Search sample + Integration test update (#2645 )

* added azure responses file search sample + int test update

* sample update to use token credential

Giles Odigwe · 2025-12-05 19:01:48 +00:00

f5f909f2e2

Python: Display system prompt in langfuse (#2653 )

* Display system prompt in langfuse

* Explain that the system_instructions are put first into the list

SuperKenVery · 2025-12-05 17:11:29 +00:00

f43261094f

Python: Support an autonomous handoff flow (#2497 )

* Support an autonomous handoff flow.

* Simplify public API

* Address feedback

Evan Mattson · 2025-12-05 07:13:22 +00:00

b78a2b6d2e

Python: WorkflowBuilder registry (#2486 )

* Add workflow builder factory pattern

* Add internal edge groups to registered executors; next samples

* Update samples: Part 1

* register -> register_executor

* update hil samples

* Update other samples

* Update agent  samples

* Update doc string

* Add new sample

* Fix mypy

* Address comments

* Fix mypy

Tao Chen · 2025-12-05 05:26:10 +00:00

f2ed5b55f6

Updated package versions (#2643 )

Dmytro Struk · 2025-12-04 22:08:47 +00:00

f5786b2c5b

Fix observability module mypy error (#2641 )

Tao Chen · 2025-12-04 19:11:05 +00:00

d858c23bab

Python: AzureAI Local MCP Sample (#2616 )

* added azure ai local mcp sample

* small fix

* handling for local mcp

* remove redundant local mcp handling

Giles Odigwe · 2025-12-04 19:10:00 +00:00

365e438981

Python [BREAKING]: support magentic agent tool call approvals and plan stalling HITL behavior (#2569 )

* Provide way for HITL with magentic

* support tool call approvals and hitl stall replan

* human plan intervention sample

* Clean up

* Improve loging

* updates

Evan Mattson · 2025-12-04 05:13:27 +00:00

19ac6e57c0

Python: Fix: AgentRunResponse.created_at returns local datetime labeled as UTC (#2590 )

* Initial plan

* Fix created_at to use UTC datetime and add unit tests

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

* Address code review feedback: move datetime imports to top of test files

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

* Add UTC timestamp test for OpenAIResponsesClient._create_response_content

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

* Fix lint issue

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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: moonbox3 <35585003+moonbox3@users.noreply.github.com>
Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Copilot · 2025-12-04 05:09:52 +00:00

292a2078fa

Add support for Pydantic BaseModel as function call result (#2606 )

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Copilot · 2025-12-04 01:41:47 +00:00

ae06c9e4bb

Python: Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent (#2591 )

* Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent

* Sample cleanup

Evan Mattson · 2025-12-04 01:41:40 +00:00

f7a9005235

Python: Fixed empty text content pydantic validation failure (#2539 )

* Fixed empty text content pydantic validation failure

* simplify syntax. renamed test

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

Hao Luo · 2025-12-04 01:41:27 +00:00

b86c130411

Python: added inline yaml sample (#2582 )

* added inline yaml sample

* fixed some typos and added intro comment

* added description params and pass through to client

* add azure assistants

* fix tests

* observabiltiy mypy fix

* for some reason mypy doesn't accept a subclass

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

Eduard van Valkenburg · 2025-12-04 01:30:56 +00:00

d774b64df0

Python: Document ChatKit frontend requirements and air-gapped limitations (#2587 )

- Add "Requirements and Limitations" section to chatkit package README
- Add "Network Requirements" and "Limitations" sections to chatkit-integration sample README
- Add explanatory comments in frontend code for CDN dependency and domain key configuration

Fixes #2347

Victor Dibia · 2025-12-04 01:19:14 +00:00

42ffe59592

Python: Use executor_id and edge_group_id as span names for meaningful observability traces (#2538 )

* Use executor_id and edge_group_id as span names for meaningful observability traces

* Update tests

* Adjust naming

Evan Mattson · 2025-12-04 01:03:12 +00:00

a683c0e865

Python: Add type annotations for AgentRunEvent and AgentRunUpdateEvent data attributes (#2589 )

* Add type annotations for AgentRunEvent and AgentRunUpdateEvent data attributes

* Fix unnecessary cast after typing improvement

* Mcp pkg update introduced type change. Fix it.

* update opentelemetry deps to 1.39.0 and use LogRecordExporter for type compatibility

Evan Mattson · 2025-12-04 00:40:49 +00:00

a597a925cb

Python: DevUI fixes : Add multimodal input support for workflows and refactor chat input (#2593 )

* show app version in devui .NET: Python: Improved Versioning for DevUI
Fixes #2059

* feat: Add multimodal input support for workflows and refactor chat input

This PR adds support for multimodal content (images, files) in workflow
inputs and refactors the chat input into a reusable component.

## Multimodal Workflow Support
- Add `isChatMessageSchema()` to detect ChatMessage input schemas
- Update `RunWorkflowButton` to use `ChatMessageInput` for ChatMessage workflows
- Wrap multimodal content in OpenAI message format for backend processing
- Add `_is_openai_multimodal_format()` to detect OpenAI ResponseInputParam
- Update `_parse_workflow_input()` to route multimodal input through
  existing `_convert_input_to_chat_message()` converter

## Reusable ChatMessageInput Component
- Extract chat input logic from agent-view into `ChatMessageInput` component
- Support file upload, drag & drop, paste handling, and attachments
- Add `useDragDrop` hook for parent-level drag handling with full-area
  drop zones
- Refactor agent-view to use the new shared component

## Other Improvements
- Add `isStreaming` prop to executor nodes for animation control
- Clean up unused imports and state variables in agent-view
- Add tests for multimodal workflow input handling

Fixes workflow input not receiving images when using AgentExecutor nodes.

* add self loop edge, fix #2470

* fix test

Victor Dibia · 2025-12-03 20:15:51 +00:00

411ee7a60f

Python: Update _provider.py (#2548 )

* Update _provider.py

* Update test_mem0_context_provider.py

* Update test_mem0_context_provider.py

Ruff linting fixes

* Update test_mem0_context_provider.py

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

mdxw73 · 2025-12-03 19:54:05 +00:00

3cfd34836f

Python: Pin meta core (#2597 )

* pin core dependency in the meta package

* fix for mcp latest

* fix mypy

* test fix

* test fix

* fix tests for content parsing

Eduard van Valkenburg · 2025-12-03 18:19:17 +00:00

a81279d960

Python: Enable Agentic Mode to Use Existing Knowledge Bases Without index_name (#2464 )

* refactor KB for index creation logic

* add user agent header for tracking

* fix mypy issues

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Co-authored-by: farzad528 <farzad528@users.noreply.github.com>

Farzad Sunavala · 2025-12-03 16:00:59 +00:00

b5595f6f70

Python: Replace Eval SDK with AI Projects SDK in evaluation sample (#2540 )

* Replace Eval SDK with AI Projects SDK

* Update per PR review suggestions

David Wu · 2025-12-02 20:28:52 +00:00

e9ab514696

feat: pass agent run kwargs through to context providers (#1681 )

`_prepare_thread_and_messages` and `_notify_thread_of_new_messages` now are passing through the agent's `run` kwargs, sothat they can provide the context_provider with said kwargs

#1679

Co-authored-by: David Jadczyk <david.jadczyk@lht.dlh.de>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

David Jadczyk · 2025-12-02 14:35:32 +00:00

1edd28b264

Fix MangenticAgentExecutor producing repr str for tool call content (#2566 )

Evan Mattson · 2025-12-02 08:40:11 +00:00

c2d285e614

Python: Add orchestration ID to durable agent entity state and code refactor (#2484 )

* Initial plan

* Add orchestration ID to durable agent entity state for Python

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Fix type safety checks

* Fix tests

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Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>
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Copilot · 2025-12-02 01:34:18 +00:00

cb343dd707

Python: Emit ExecutorFailedEvent before WorkflowFailedEvent when executor throws exception (#2537 )

* Emit ExecutorFailedEvent before WorkflowFailedEvent when executor throws exception

* Cleanup

Evan Mattson · 2025-12-02 01:21:28 +00:00

0d5d10d24a

Python: Add sample to show handoff as agent with HITL (#2534 )

* Add sample to show handoff as agent with HITL

* Update uv.lock with latest pkg versions. Fix lint error.

* Upgrade grpcio to 1.76.0

* Handle grpcio versions

* Case insensitive compare for declarative

Evan Mattson · 2025-12-02 00:50:13 +00:00

e3b700ad9f

Python: Refactor ag-ui to clean up some patterns (#2363 )

* Refactor ag-ui to clean up some patterns

* Mypy fixes

* Fix imports, typing, tests, logging.

* Fix test import error

* Fix imports again

* Fix thread handling

Evan Mattson · 2025-11-27 02:13:03 +00:00

8cf8b0f995

Python: docs: Update Python orchestration documentation (#2087 )

* docs: Update Python orchestration documentation

Remove outdated 'coming soon' statements for GroupChat, Sequential,
and Concurrent orchestrations in core package README and transparency FAQ.

Add links to existing samples in python/samples/getting_started/workflows/orchestration/.

Note: python/README.md was already updated in PR #1914 (2499262f).

Fixes documentation inconsistency found in Issue #1899.

* Address review feedback: make TRANSPARENCY_FAQ language-neutral

Remove Python-specific sample links from TRANSPARENCY_FAQ.md as it should
pertain to all MAF languages (Python and .NET), not strictly Python.

The python/packages/core/README.md retains the specific sample links as
that is Python-specific documentation.

* Update Learn documentation link in README

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Co-authored-by: kishikawa-hayato <84244732+HerBest-max@users.noreply.github.com>
Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>

Hayato Kishikawa · 2025-11-27 00:13:15 +00:00

6c624319db

Python: [Breaking] Python: Respond with AgentRunResponse with serialized structured output (#2285 )

* Respond with AgentRunResponse

* Fix response_Format type

* Address comments

* Fix tests

* Fix log

* Addressed comments

* Code cleanup

* Use AgentTask vs Generator

* Address comments

* use lazy logging

* fix mypy errors

Laveesh Rohra · 2025-11-26 18:44:28 +00:00

306c81aef8

[BREAKING] Python: Standardize orchestration outputs as list of ChatMessage. Allow agent as group chat manager. (#2291 )

* Standardize orchestration outputs as list of chatmessage. Add chat options to group chat prompt manager

* refactor group chat

* Improve group chat manager

* README Update

* Cleanup

* Add comment

* More cleanup

* Standardize termination condition for group chat

* Improvements on termination logic

* Fix tests

* Fix new line

* PR feedback

* Update ChatKit based on OpenAI type change

* Raise error if response format is not expected type

* Only one starting executor required. Add tests.

* Add magentic start executor test

Evan Mattson · 2025-11-26 07:51:04 +00:00

907d79ab3c

Python: Added support for application endpoints in Azure AI client (#2460 )

* Added support for application endpoints in Azure AI client

* Fixed tests

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

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

* Addressed comments

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

Dmytro Struk · 2025-11-25 19:32:55 +00:00

5d8be5836c

Python: Added MCP tool support for azure functions package. (#2385 )

* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823)

* Add scafolding

* update readme

* add code owners and label

* update owners

* .NET: Durable extension: initial src and unit tests (#1900)

* Python: Add Durable Agent Wrapper code (#1913)

* add initial changes

* Move code and add single sample

* Update logger

* Remove unused code

* address PR comments

* cleanup code and address comments

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

* Azure Functions .NET samples (#1939)

* Python: Add Unit tests for Azurefunctions package (#1976)

* Add Unit tests for Azurefunctions

* remove duplicate import

* .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979)

* Python: Add more samples for Azure Functions (#1980)

* Move all samples

* fix comments

* remove dead lines

* Make samples simpler

* Agents as MCP tools

* Removed unused files and updated sample

* .NET: [Feature Branch] Durable Task extension integration tests (#2017)

* .NET: [Feature Branch] Update OpenAI config for integration tests (#2063)

* Python: Add Integration tests for AzureFunctions  (#2020)

* Add Integration tests

* Remove DTS extension

* Apply suggestions from code review

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

* Apply suggestions from code review

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

* Add pyi file for type safety

* Add samples in readme

* Updated all readme instructions

* Address comments

* Update readmes

* Fix requirements

* Address comments

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

* Addressed copilot feedback

* Minor refactoring and added tests

* Updated mcp sample

* Fixed broken link in readme

* Addressed copilot comments

* Addressed feedback

* Updated property to enable_mcp_tool_trigger

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Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
Co-authored-by: Chris Gillum <cgillum@microsoft.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Gavin Aguiar · 2025-11-25 18:50:02 +00:00

b1c210c9d8

Python: [BREAKING] Removed default "store" value (#2443 )

* Removed default store value

* Small fix

Dmytro Struk · 2025-11-25 17:53:08 +00:00

b8260ae24c

[BREAKING] Python: Adjust magentic event types raised. No need for custom events. (#2215 )

* Adjust magentic event types raised. No need for custom events.

* Cleanup

* Fix test

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

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

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

Evan Mattson · 2025-11-25 08:24:08 +00:00

27b3a517eb

Python: fix for logging setup (#2371 )

* fix for logging setup

* typo fixes

* fix text

Eduard van Valkenburg · 2025-11-25 08:19:34 +00:00

1b4103dce3

Python: Fix runtime response format for responses client (#2440 )

* Fix runtime response format for responses client

* Handle run time schema for Azure AI Client.

Evan Mattson · 2025-11-25 07:50:20 +00:00

2a4802eac3

Python: AzureAI OpenAPI + Memory Search Samples (#2390 )

* openapi + memory search samples

* readme update

* memory store name fix

Giles Odigwe · 2025-11-25 01:17:14 +00:00

e303cc963d

fix: always include output in function call result message (#2414 )

This follows the official OpenAI API schema

Tomek Słoma · 2025-11-25 00:44:43 +00:00

c78edda64f

Python: Preserve MCP array items schema in Pydantic field generation (#2382 )

* mcp tool parameter fix

* small fixes

Giles Odigwe · 2025-11-24 17:16:30 +00:00

bcbf1b33e8

Python: renamed ai search and cleanup of samples and unified import logic (#2369 )

* renamed ai search and cleanup of samples and unified import logic

* fixed error messages

* fixed folder name

* remove old samples from readme

Eduard van Valkenburg · 2025-11-24 17:06:22 +00:00

9f43108ef1

434 Commits