agent-framework

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

* Removed default store value

* Small fix

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

b8260ae24c

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: feat(mcp): add full _meta field support for CallToolResult objects (#2286 )

* feat(mcp): add full _meta field support for CallToolResult objects

- Extract and preserve complete _meta field from MCP CallToolResult responses
- Merge metadata into additional_properties of converted content items
- Handle isError field for proper error state integration
- Support arbitrary metadata like token usage, costs, and performance metrics
- Maintain backward compatibility with existing tool execution workflows
- Add comprehensive test coverage for all metadata scenarios including edge cases
- Update documentation with metadata handling examples and patterns

Fixes protocol compliance violation where _meta fields were being dropped,
enables proper monitoring and cost tracking of MCP tool usage.

* Update python/packages/core/agent_framework/_mcp.py

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

* Clarify MCP _meta field test to use generic example metadata

- Updated test_mcp_call_tool_result_with_meta_arbitrary_data to use arbitrary metadata fields
- Added comments to emphasize that _meta structure is server-specific and not standardized

---------

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

Bryan Ostdiek · 2025-11-21 08:43:24 +00:00

d18ce24bf8

Sample to show passing in JSON schema for structured outputs (#2362 )

Evan Mattson · 2025-11-21 01:42:46 +00:00

5bdf8a774a

update openai samples to use agents (#2012 )

Giles Odigwe · 2025-11-12 22:58:41 +00:00

4bffe1ebc8

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: 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

Python: Added Samples for HostedCodeInterpreterTool with files (#1583 )

* code interpreter with files

* import fix

Giles Odigwe · 2025-10-21 01:37:53 +00:00

e8a7d3b1b7

Python: [BREAKING] parameter naming and other fixes (#1255 )

* parameter naming and other fixes

* fix test

* fix azure openai responses decorator ordering

* fix test

* fix mypy

* fixes in options handling

* fix tests

* final fixes

* exclude macos tests

* fix model param

Eduard van Valkenburg · 2025-10-07 21:18:48 +00:00

76900f0eab

Update getting started samples to reflect AF. Update a unit test. (#1093 )

Evan Mattson · 2025-10-02 01:20:12 +00:00

4f4890cf6a

Agents + Chat Client Samples Doctsring Updates (#1028 )

* agents + chat client samples doctsring updates

* fixes

Giles Odigwe · 2025-10-01 07:18:53 +00:00

b88143b686

Python: [BREAKING] added SerializationMixin and applied to contents, agents, chat client… (#1012 )

* added SerializationMixin and applied to contents, agents, chat clients, removed AFBaseModel

* fix annotations type

* mypy fixes

* fix tests

* fix serializable subvalues and added large docstring

* updated indents in code block

* fixed exported urls

Eduard van Valkenburg · 2025-09-30 19:53:46 +00:00

54ad135914

Python: [Breaking] removed pydantic from types and workflows (#917 )

* removed pydantic from types

* fix test

* fix test

* fix tests

* fix assistants client

* Remove Pydantic usage from workflow code.

* updated pydantic removal

* updated lock and test fixes

* fix mypy

* updated build system

* updated chat client parsing

* fix broken test

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

Eduard van Valkenburg · 2025-09-29 21:19:58 +00:00

b4ebafa9b1

Python: [BREAKING] cleanup of thread API and serialization (#893 )

* cleanup of threads and serialization

* fix for sliding window

* fix redis test

* updated from comments

* updated context provider and threads

* updated lock

* add asyncio default

* fix redis tests

* fix tests

* fix tests

* renamed to invoking

* fixed tests

* fix for instructions

Eduard van Valkenburg · 2025-09-29 16:22:34 +00:00

10d10364a9

Added structured output to agent streaming (#943 )

Dmytro Struk · 2025-09-27 17:07:17 +00:00

f2f0d40437

Python: [BREAKING] updated structure and samples (#875 )

* updated structure and samples

* updated names and removed cross tests

* updated projects etc

* updated tests

* updated test

* test fixes

* removed devui for now

* updated all-tests task

* removed old style configs

* remove coverage from tests

* updated to unit tests with all-tests

* updated foundry everywhere

* fix azure ai tests

* fix merge tests

* fix mypy

Eduard van Valkenburg · 2025-09-25 07:02:53 +00:00

9355329dfd

Python: Added fixes and more examples for OpenAI and Azure chat client agents (#232 )

* Added non-streaming and streaming examples

* Updated resource management

* Added examples with thread management

* Added function tools examples

* Small rename

* Added code interpreter example

* Updated example

* Addressed PR feedback

* Added more OpenAI and Azure chat completion examples

* File renaming

* Small fix in tests

* Small revert

* More renaming

* Small fix

Dmytro Struk · 2025-07-24 15:31:05 +00:00

a72245287f

Python: Added more examples (#208 )

* Small cleanup

* Added Azure and Foundry chat client samples

* Added Azure chat client agent example

Dmytro Struk · 2025-07-22 14:07:12 +00:00

160c846b39

18 Commits