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884 Commits
Author SHA1 Message Date
Eduard van ValkenburgandGitHub 8783ac58f1 Python: Introducing Foundry Local Chat Clients (#2915) 
* redo foundry local chat client

* fix mypy and spelling

* better docstring, updated sample

* fixed tests and added tests

* small sample update
 2025-12-19 16:05:55 +00:00
Evan MattsonandGitHub e15eab7da6 Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968) 
* Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG

* update lock

* Fix formatting

* Fix ChatKit typing
 2025-12-19 01:31:57 +00:00
Evan MattsonandGitHub b0a7a1fcb8 Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946) 
* Fix kwargs propagation through workflow.as_agent()

* Fix WorkflowAgent to respect AgentExecutor output_response setting
 2025-12-18 19:35:07 +00:00
Giles OdigweandGitHub 37b4cfd024 Python: Add Azure Managed Redis Support with Credential Provider (#2887) 
* azure redis support

* small fixes

* azure managed redis sample

* fixes
 2025-12-18 17:10:55 +00:00
Hao LuoandGitHub e3f8bfc645 Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948) 
* added camelCase input to run id and thread id aligning with @ag-ui/core

* fixed per copilot suggestions
 2025-12-18 14:10:16 +00:00
Tao ChenandGitHub b4f2709b6d Python: Workflow add option to visualize internal executors (#2917) 
* Workflow add option to visualize internal executors

* Address Copilot comments
 2025-12-18 14:04:03 +00:00
Eduard van ValkenburgandGitHub e5c11d38d6 Python: cleanup and refactoring of chat clients (#2937) 
* refactoring and unifying naming schemes of internal methods of chat clients

* set tool_choice to auto

* fix for mypy

* added note on naming and fix #2951

* fix responses

* fixes in azure ai agents client
 2025-12-18 12:02:23 +00:00
samueljohnsibyGitHubEvan Mattson
 		0298e0a401 Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843) 
* fix: correct BadRequestError when using Pydantic model in response_format

* Fix lint

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
 2025-12-18 08:42:00 +00:00
Evan MattsonandGitHub ca1532cf22 Python: Move ollama samples to samples getting started dir (#2921) 
* Move ollama samples to samples getting started dir

* Address feedback
 2025-12-18 08:37:05 +00:00
Evan MattsonandGitHub 360839782c Pass kwargs into subworkflows (#2923) 2025-12-18 04:34:33 +00:00
Ege Ozan ÖzyedekandGitHub ee53fe4666 Python: Correction of MCP image type conversion in _mcp.py (#2901) 
* Correction of MCP image type conversion in  _mcp.py

* Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()

* Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations
 2025-12-17 16:11:39 +00:00
Dmytro StrukandGitHub 3cd805f0bf Added additional arguments for Azure AI agent (#2922) 2025-12-17 08:08:01 +00:00
Dmytro StrukandGitHub ec1c5e9c11 Updated Ollama package version (#2920) 2025-12-17 00:42:27 +00:00
Evan MattsonandGitHub 06cdcb93f0 Fix Pydantic error when using Literal type for tool params (#2893) 2025-12-17 00:27:01 +00:00
Evan MattsonandGitHub 6adcac2e97 Python: Flow custom kwargs to agents via Workflow SharedState (#2894) 
* Flow custom kwargs to agents via SharedState

* Address Copilot feedback

* Improve sample typing

* Fix test
 2025-12-17 00:04:00 +00:00
Tao ChenandGitHub 8fca71e5ad [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844) 
* WIP: Factory pattern to handoff

* Add factory pattern to concurrent orchestration builder; Next: tests and sample verification

* Add tests and improve comments

* Fix mypy

* Simplify handoff_simple.py

* Simplify handoff_autonoumous.py and bug fix

* Update readme

* Address Copilot comments
 2025-12-16 23:38:33 +00:00
Phillip HoffandGitHub 2bde58f915 Python: Switch to new "run" method name. (#2890) 
* Switch to `run` method.

* Add support for deprecated `run_agent`.

* Fix entity method name.

* Fix method name and improve tests.

* Update comment.

* Update Python CHANGELOG.
 2025-12-16 22:08:12 +00:00
Dmytro StrukandGitHub e319707058 Updated package versions (#2913) 2025-12-16 18:51:44 +00:00
Giles OdigweandGitHub 54f482df73 Python: Update Mem0Provider to use v2 search API filters parameter (#2766) 
* short fix to move id parameters to filters object

* added tests

* small fix

* mem0 dependency update
 2025-12-16 18:23:37 +00:00
Nico MöllerGitHubCopilotEduard van Valkenburg
 		2f06fe557a Python : Ollama Connector for Agent Framework (#1104) 
* Initial Commit for Olama Connector

* Added Olama Sample

* Add Sample & Fixed Open Telemetry

* Fixed Spelling from Olama to Ollama

* remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr

* Added Tool Calling

* Finalizing test cases

* Adjust samples to be more reliable

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Update python/packages/ollama/pyproject.toml

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

* Update python/packages/ollama/tests/test_ollama_chat_client.py

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

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

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

* Improved Docstrings & Sample

* Update python/packages/ollama/agent_framework_ollama/_chat_client.py

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Integrate PR Feedback
- Divided Streaming and Non-Streaming into independent Methods
- Catch Ollama Validation Error
- Add OTEL Provider Name
- Checked Ollama Messages
- Add Usage Statistics

* Revert setting, so it can be none

* Validate Message formatting between AF and Ollama

* Catch Ollama Error and raise a ServiceResponse Error

* Fix mypy error

* remove .vscode comma

* Add Reasoning support & adjust to new structure

* Add Ollama Multimodality and Reasoning

* Add test cases for reasoning

* Add Tests for Error Handling in Ollama Client

* Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py

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

* Integrated Copilot Feedback

* Implement first PR Feedback

* Adjust Readme files for examples

* Adjust argument passing via additional chat options

* Implemented PR Feedback

* Removing Ollama Package from Core and moving samples

* Fix Link & Adding Samples to Main Sample Readme

* Fixing Links in Readme

* Moved Multimodal and Chat Example

* Fixed Link in ChatClient to Ollama

* Fix AgentFramework Links in Ollama Project

* Fix observability breaking change

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
 2025-12-16 15:02:38 +00:00
Evan MattsonandGitHub 958a488f96 Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867) 
* Fix context duplication in handoff workflows when restoring from checkpoint

* Address Copilot PR review
 2025-12-16 09:52:59 +00:00
Evan MattsonandGitHub 11d6dcfe80 Python: Fix middleware terminate flag to exit function calling loop immediately (#2868) 
* Fix middleware terminate flag to exit function calling loop immediately

* Eliminating duck typing

* Improve function exec result handling

* Fix race condition

* Fix mypy issues
 2025-12-16 09:52:52 +00:00
Eduard van ValkenburgandGitHub 3139347526 Python: [BREAKING] Observability updates (#2782) 
* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed
 2025-12-16 06:56:30 +00:00
刘邦学AIGitHubEvan Mattson
 		3c379718e9 Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714) 
## Summary
Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
description when creating handoff tools, providing more informative tool
descriptions for LLMs.

## Changes
- Modified `_apply_auto_tools` to extract `description` from
  `AgentExecutor._agent` when available
- Updated iteration to use `.items()` for more efficient dict traversal
- Handoff tools now use agent descriptions instead of generic placeholders

## Example
Before: "Handoff to the refund_agent agent."
After: "You handle refund requests. Ask for order details and process refunds."

## Testing
- All handoff tests pass (20/20)
- No breaking changes to existing API

Fixes #2713

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
 2025-12-16 01:31:26 +00:00
Evan MattsonandGitHub a7298757f5 Python: Fix WorkflowAgent to emit yield_output as agent response (#2866) 
* Fix WorkflowAgent to emit yield_output as agent response

* use raw_representation

* Raw representation handling
 2025-12-16 01:14:26 +00:00
Evan MattsonandGitHub 0dcebc6eae Python: Filter framework kwargs from MCP tool invocations (#2870) 
* Filter framework kwargs from MCP tool invocations

* Fixes
 2025-12-16 01:10:09 +00:00
Tao ChenandGitHub e0ff153ee9 Python: Remove warnings from workflow builder on not using factories (#2808) 
* Revert concurrent

* Fix comments
 2025-12-12 07:56:16 +00:00
Evan MattsonandGitHub 0fc7933a92 Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774) 2025-12-12 04:04:31 +00:00
Dmytro StrukandGitHub d7434d59ce Python: Added custom args and thread object to ai_function kwargs (#2769) 
* Added an example of using kwargs in ai_function

* Added thread object to ai_function kwargs

* Updated docs

* Small fix

* Added thread parameter filtering
 2025-12-12 01:53:04 +00:00
Dmytro StrukandGitHub 8d53b20026 Python: Updated package versions (#2784) 
* Updated package versions

* Small fix
 2025-12-11 18:39:08 +00:00
Eduard van ValkenburgandGitHub c376868ec9 Python: added more complete parsing for mcp tool arguments (#2756) 
* added more complete parsing for mcp tool arguments

* fixed mypy

* added nonlocal model counter, and some fixes

* fixes in naming logic

* extracted json parsing function, added parametrized test and checked coverage
 2025-12-11 17:24:08 +00:00
Evan MattsonandGitHub 3481914981 Capture file IDs from code interpreter in streaming responses (#2741) 2025-12-11 07:30:19 +00:00
KurtandGitHub 4c6a5d4aa1 Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750) 
* fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode

* refactor: install pre-commit then commit again
 2025-12-11 02:34:12 +00:00
Tao ChenandGitHub 191779ce80 Python: Add factory pattern to concurrent orchestration builder (#2738) 
* Add factory pattern to concurrent orchestration builder

* Update readme

* Address AI comments

* Fix unit tests

* Fix import

* Prevent multiple calls to set participants or factories

* Add comments

* Mitigate warnings

* Fix mypy

* Address comments

* Address Copilot comments

* Fix tests
 2025-12-11 01:23:28 +00:00
Tao ChenandGitHub 523305ac62 Python: Add factory pattern to sequential orchestration builder (#2710) 
* Add factory pattern to sequential orchestration builder

* Use temp list to avoid override

* Add sample and some other fixes

* Fix comments

* Small fix

* Update readme
 2025-12-10 18:16:10 +00:00
CopilotGitHublarohracopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Laveesh Rohra
 		3f4eeb00be Python: Change DurableAIAgent log level from warning to debug when invoked without thread (#2736) 
* Initial plan

* Change logger.warning to logger.debug for missing thread

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

* Fix test to use getMessage() method for log records

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

* Remove test for logging change per review feedback

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

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>
Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
 2025-12-10 17:57:08 +00:00
Evan MattsonandGitHub b378ca75d1 Python: extend HITL support for all orchestration patterns (#2620) 
* Support HITL for orchestration patterns

* Cleanup around naming

* Fix typing issues

* Clean up

* Naming clean up

* Updates to HITL to make it cleaner

* Rename human input hook to orchestration request info

* Clean up per PR feedback
 2025-12-10 15:59:29 +00:00
Dmytro StrukandGitHub 43302fb4cd Python: Updated package versions (#2737) 
* Updated package versions

* Updated changelog
 2025-12-09 22:58:45 +00:00
Laveesh RohraandGitHub 71d9d268dd Python: Fix DurableState schema serializations (#2670) 
* Fix created at

* Add pattern matching
 2025-12-08 22:38:45 +00:00
Victor DibiaandGitHub d889fa6f87 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
 2025-12-08 21:44:32 +00:00
Victor DibiaandGitHub 0675000f4b fixes Python: DevUI fails when uploading Pdf file (tested on Python Foundry Agent) (#2675) 
Fixes #2652
 2025-12-08 17:00:57 +00:00
Farzad SunavalaGitHubfarzad528
 		551219cb55 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

---------

Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
 2025-12-08 09:52:18 +00:00
Dmytro StrukandGitHub cfcb71334a Renamed async_credential to credential (#2648) 2025-12-08 01:21:18 +00:00
Victor DibiaandGitHub 8c6b12e664 Python: DevUI, Fix message serialization issue, improve tests (#2674) 
* fix message serialization issue, improve tests for devui

* update tests
 2025-12-06 02:20:54 +00:00
Giles OdigweGitHubDmytro Struk
 		2d3ba95036 Python: Add configurable timeout support to A2AAgent (#2432) 
* a2a timeout config

* added default timeout info

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
 2025-12-05 22:21:36 +00:00
Giles OdigweandGitHub f5f909f2e2 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
 2025-12-05 19:01:48 +00:00
SuperKenVeryandGitHub f43261094f Python: Display system prompt in langfuse (#2653) 
* Display system prompt in langfuse

* Explain that the system_instructions are put first into the list
 2025-12-05 17:11:29 +00:00
Evan MattsonandGitHub b78a2b6d2e Python: Support an autonomous handoff flow (#2497) 
* Support an autonomous handoff flow.

* Simplify public API

* Address feedback
 2025-12-05 07:13:22 +00:00
Tao ChenandGitHub f2ed5b55f6 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
 2025-12-05 05:26:10 +00:00
Dmytro StrukandGitHub f5786b2c5b Updated package versions (#2643) 2025-12-04 22:08:47 +00:00