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817 Commits
Author SHA1 Message Date
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
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
Hao LuoGitHubEvan Mattson
 		b86c130411 Python: Fixed empty text content pydantic validation failure (#2539) 
* Fixed empty text content pydantic validation failure

* simplify syntax. renamed test

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
 2025-12-04 01:41:27 +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
Victor DibiaandGitHub 42ffe59592 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
 2025-12-04 01:19:14 +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
Victor DibiaandGitHub 411ee7a60f 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
 2025-12-03 20:15:51 +00:00
mdxw73GitHubDmytro Struk
 		3cfd34836f 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

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
 2025-12-03 19:54:05 +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
Farzad SunavalaGitHubfarzad528
 		b5595f6f70 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

---------

Co-authored-by: farzad528 <farzad528@users.noreply.github.com>
 2025-12-03 16:00:59 +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
CopilotGitHublarohracopilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>Laveesh Rohra
 		cb343dd707 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

---------

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>
 2025-12-02 01:34:18 +00:00