agent-framework

Python: fix(claude): preserve $defs in JSON schema for nested Pydantic models (#3655 )

* fix(claude): preserve $defs in JSON schema for nested Pydantic models

- Preserve $defs section from Pydantic JSON schema when converting FunctionTool to SDK MCP tool
- This fixes tools with nested Pydantic models that use $ref references
- Add test for nested type schema preservation

Fixes #3654

* Adjust shared state import

* Fix MCP tool kwargs serialization bug

---------

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

Dineshsuriya D · 2026-02-04 06:34:26 +00:00

5c6cf4fc92

Python: added generic types to ChatOptions and ChatResponse/AgentResponse for Response Format (#3305 )

* added generic types to ChatOptions and ChatResponse/AgentResponse for response format

* fix typevar import

* fix for older python versions

* fix missing import

* fixed imports

* fixed mypy

* mypy fix

Eduard van Valkenburg · 2026-01-28 21:23:02 +00:00

1226828ec2

Python: [BREAKING] changed AIFunction to FunctionTool and @ai_function to @tool (#3413 )

* changed AIFunction to FunctionTool and @ai_function to @tool

* test and mypy fixes

* mypy fix

* switch function tool to always_require

* fix noop

* fix github copilot imports

* test fixes

* fix ollama test

* fixes for tests

* fix tests

* reverted change to always_require and extended timeout

* fix test

Eduard van Valkenburg · 2026-01-28 14:53:53 +00:00

a7d924a7d2

Python: [Breaking] Simplified Content types to a single class with classmethod constructors. (#3252 )

* ported Content to a new model

* fixed linting

* fixes

* fixed data format handling

* fix for 3.10 mypy

* fix

* fix int test

Eduard van Valkenburg · 2026-01-20 22:09:39 +00:00

83e6229c11

Python: fix(declarative): Fix MCP tool connection not passed from YAML to Azure AI agent creation API (#3248 )

* fix(declarative): Fix MCP tool connection not passed from YAML

* Add samples to README

* Fix mypy

* Fix mypy again

* Address PR comments

Evan Mattson · 2026-01-20 07:24:20 +00:00

e0b9be7e08

Python: [BREAKING] Renamed create_agent to as_agent (#3249 )

* Renamed create_agent to as_agent

* Override for as_agent

* Added override

Dmytro Struk · 2026-01-16 19:21:52 +00:00

5687e13221

renamed all (#3207 )

Eduard van Valkenburg · 2026-01-14 05:54:07 +00:00

d8cf8361bd

Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140 )

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00

3e97425245

Python: Add declarative workflow runtime (#2815 )

* Further support for declarative python workflows

* Add tests. Clean up for typing and formatting

* Improvements and cleanup

* Typing cleanup. Improve docstrings

* Proper code in docstrings

* Fix malformed code-block directive in docstring

* Remove dead links

* PR feedback

* Address PR feedback

* Address PR feedback

* Remove sl

* Update devui frontend

* More cleanup

* Fix uv lock

* Skip Py 3.14 tests as powerfx doesn't support it

* Fix mypy error

* Fix for tool calls

* Removed stale docstring

* Fix lint

* Standardize on .NET namespaces. Revert DevUI changes (bring in later)

* Implement remaining items for Python declarative support to match dotnet

Evan Mattson · 2026-01-13 07:11:21 +00:00

9c094573e8

Python: add powerfx safe mode (#3028 )

* add powerfx safe mode

* improved docstring and aligned env_file loading

* ensured test uses reset

Eduard van Valkenburg · 2025-12-23 20:12:50 +00:00

4b8a545589

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: small fix for logging in declarative (#2341 )

* small fix for logging in declarative

* fix spaces in string

Eduard van Valkenburg · 2025-11-20 10:31:00 +00:00

039e49f353

Python: Introducing support for declarative yaml spec (#2002 )

* first work on declarative

* initial version of the declarative support

* fix tests and mypy

* fix parameters of functiontool

* slight logic improvement

* remove path until merge

* updates from comments

* create dispatcher and spec type, json_schema method

* fix mypy, skipping model

* updated lock

* fixed declarative tests and renamed some other test files

* refined loader

* updated lock

* fix mypy

* added readme to samples folder

* fixes from review

* undid test file rename

Eduard van Valkenburg · 2025-11-19 16:33:02 +00:00

92df9e14bf

13 Commits