agent-framework

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] Make response_format validation errors visible to users (#3274 )

* Make response_format validation errors visible to users

* Small fix

* Addressed comments

Dmytro Struk · 2026-01-19 17:20:46 +00:00

83e8965c8e

Python: Properly configure structured outputs based on new options dict (#3213 )

* Properly configure structured outputs based on new options dict

* Fix mypy

Evan Mattson · 2026-01-15 11:41:46 +09:00

15d0c34d9f

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

Fix Ollama model env var in documentation (#3156 )

Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>

Dina Suehiro Jones · 2026-01-12 14:15:49 +00:00

3a5fe31263

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>

Nico Möller · 2025-12-16 15:02:38 +00:00

2f06fe557a

Renamed async_credential to credential (#2648 )

Dmytro Struk · 2025-12-08 01:21:18 +00:00

cfcb71334a

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] 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: Small fixes in examples (#540 )

* Fixed Ruff formatting

* Added more info to chat response cancellation example

* Improved example

* Small fix

Dmytro Struk · 2025-08-28 20:41:18 +00:00

f5043e4fc1

Python: Documentation updates (#538 )

* Added README for each sample sub-folder

* More documentation updates

Dmytro Struk · 2025-08-28 18:54:06 +00:00

6a00c9d026

Python: Removed DefaultAzureCredential (#490 )

* Removed DefaultAzureCredential

* Renamed ad_credential to credential

Dmytro Struk · 2025-08-26 15:33:17 +00:00

fa88641263

Python: Request cancellation sample (#459 )

* request cancellation via tasks

* fix missing kwargs

peterychang · 2025-08-20 19:56:26 +00:00

feb4e908ae

Python: Introducing Local MCP Servers (#389 )

* mcp parts

* mcp parts 2

* removed structured output in favor of handling in chatresponse, mcp as AITool and running samples

* updated naming

* fixed test

Eduard van Valkenburg · 2025-08-13 09:48:22 +00:00

ad3d8171bf

Python: openai updates (#388 )

* openai updates

* rebuild of openai structure

* updated responses structure

* renamed sample

* added file id support to code interpreter

* added hosted file ids to code interpretor

* mypy fixes

* removed default az cred from codebase

* updated agent name setup

* added kwargs to entra methods

* and further kwargs

* extra comment

* updated all samples

* readded custom get methods for responses

* updated int tests with ad credential

* missed one

Eduard van Valkenburg · 2025-08-12 06:14:22 +00:00

df9d85d1f0

Python: Azure Responses client (#311 )

* Azure Responses client

* Fix a change made in the wrong place

* allow api_version and token_endpoint to use env vars

* Add getting started sample

* add responses deployment name env var

* update azure clients to use defaults for api_version and token_endpoint

* make tests more reliable

---------

Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

peterychang · 2025-08-06 14:18:38 +00:00

f43939d803

Python: Azure OpenAI Assistants Chat Client and Agent (#300 )

* Initial version of assistant client

* More updates to assistant client

* Finished assistant chat client implementation

* Small fixes and basic example

* Added code interpreter example

* More examples

* Added chat client example

* Small fixes

* Added tests

* Enabled telemetry

* Small fix

* Removed files temporarily

* Revert "Removed files temporarily"

This reverts commit 5cdfa0d299.

* Small fixes

* Addressed PR feedback

* Fixed tests

* Small update

* Added Azure assistants client and examples

* Added tests

* Small fix

Dmytro Struk · 2025-08-05 14:51:36 +00:00

c1d306ec95

Python: OpenAI Assistants Chat Client and Agent (#288 )

* Initial version of assistant client

* More updates to assistant client

* Finished assistant chat client implementation

* Small fixes and basic example

* Added code interpreter example

* More examples

* Added chat client example

* Small fixes

* Added tests

* Enabled telemetry

* Small fix

* Removed files temporarily

* Revert "Removed files temporarily"

This reverts commit 5cdfa0d299.

* Small fixes

* Addressed PR feedback

* Fixed tests

* Small update

Dmytro Struk · 2025-08-01 12:12:41 +00:00

75794b4687

Python: OpenAI responses client (#239 )

* Responses client WIP

* add responses class

* fix typing errors

* move test

* streaming responses, structured outputs

* tests

* Update python/packages/main/tests/openai/test_openai_responses_client.py

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

* pr comments

* fix override import

* fix mypy

* add missing function override

* PR comments

* add docstrings

---------

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

peterychang · 2025-07-25 17:56:22 +00:00

3ee9dddfa2

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

Python: follow on work on OpenAI (#169 )

* updated openai, fcc works, with sample

* reduced files in openai

Eduard van Valkenburg · 2025-07-12 05:15:51 +00:00

407ed6de70

22 Commits