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407 Commits
Author SHA1 Message Date
Hao LuoandGitHub defe0f1a89 Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975) 
* added response.created and response.in_progress to include response.id

* better doc string

* added tests for the new streaming event types
 2025-12-19 17:50:15 +00:00
SuperKenVeryandGitHub 85d70f01f6 Python: Preserve reasoning blocks with OpenRouter (#2950) 
* Preserve reasoning blocks with OpenRouter

* Put encrypted reasoning in TextReasoningContent

* Remove unneccessary change

* Fix docs

* Support streaming

* Fix handling None in TextReasoningContent.text
 2025-12-19 17:03:19 +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
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
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
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
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
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
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
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
Tao ChenandGitHub d858c23bab Fix observability module mypy error (#2641) 2025-12-04 19:11:05 +00:00
Evan MattsonandGitHub 19ac6e57c0 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
 2025-12-04 05:13:27 +00:00
CopilotGitHubmoonbox3copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Evan Mattson
 		292a2078fa 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

---------

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>
 2025-12-04 05:09:52 +00:00
CopilotGitHubcopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>eavanvalkenburgEvan Mattson
 		ae06c9e4bb 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>
 2025-12-04 01:41:47 +00:00
Evan MattsonandGitHub f7a9005235 Python: Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent (#2591) 
* Add executor I/O data to ExecutorInvokedEvent and ExecutorCompletedEvent

* Sample cleanup
 2025-12-04 01:41:40 +00:00
Eduard van ValkenburgGitHubEvan Mattson
 		d774b64df0 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

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
 2025-12-04 01:30:56 +00:00
Evan MattsonandGitHub a683c0e865 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
 2025-12-04 01:03:12 +00:00
Evan MattsonandGitHub a597a925cb 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
 2025-12-04 00:40:49 +00:00
Eduard van ValkenburgandGitHub a81279d960 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
 2025-12-03 18:19:17 +00:00
David JadczykGitHubDavid JadczykChrisDmytro Struk
 		1edd28b264 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>
 2025-12-02 14:35:32 +00:00
Evan MattsonandGitHub c2d285e614 Fix MangenticAgentExecutor producing repr str for tool call content (#2566) 2025-12-02 08:40:11 +00:00
Evan MattsonandGitHub 0d5d10d24a Python: Emit ExecutorFailedEvent before WorkflowFailedEvent when executor throws exception (#2537) 
* Emit ExecutorFailedEvent before WorkflowFailedEvent when executor throws exception

* Cleanup
 2025-12-02 01:21:28 +00:00