agent-framework

Python: Telemetry and observability follow-up (#833 )

* updated telemetry work

* updated telemetry

* slight improvement

* updated tests

* fixes for telemetry

* fixes for mypy

* added settings setup to runner to avoid error

* streamline usage

* updated tests

* updated tests

* further refinement

* fix dumped item for otel

* removed enable_workflow_otel

* final fixes

* final fixes

* updated samples

* removed exporters

* fix tests

* fixed last import'

* fixed devui

Eduard van Valkenburg · 2025-09-23 06:21:56 +00:00

2576e7a091

Python: Introduce as_tool() for BaseAgent (#684 )

* introduce as_tool for BaseAgent

* fix types

* fix tests

* add async callback support

* address comments

* Update python/packages/main/agent_framework/_agents.py

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* address comments

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Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

Eric Zhu · 2025-09-23 01:37:04 +00:00

f93f16a9ad

Python: Extending middleware capabilities (#844 )

* Implemented termination

* Added termination sample

* Allowed middleware pipeline modification

* Added run-level middleware

* Added more validation to function-based middleware

* Added example with function-based decorator approach

* Update python/samples/getting_started/middleware/decorator_middleware.py

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

* Update python/samples/getting_started/middleware/decorator_middleware.py

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

* Small improvements

* Fixed tests

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

Dmytro Struk · 2025-09-22 04:37:57 +00:00

f61d8abe58

Python: Agent and Function middleware (#770 )

* Initial middleware implementation

* Small fixes

* Small updates

* Small updates in samples

* Moved middleware functionality to decorator

* Removed obsolete file

* Renamed AgentInvocationContext to AzureRunContext

* Added unit tests

* Small settings update for test discovery in VS Code

* Added unit tests

* Reverted changes in environment settings

* Added context result override

* Renaming and updates to logic

* Added more samples

* Updated DEV_SETUP.md

* Addressed PR feedback

* Addressed PR feedback

* Removed unused parameter

* Small fix

* Small fix in telemetry logic

* Revert "Small fix in telemetry logic"

This reverts commit 6f82660d2d.

* Small fix

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

Dmytro Struk · 2025-09-18 23:30:05 +00:00

99860a5d07

Python: Fix falsy values being filtered out in ChatOptions.to_provider_settings (#787 )

* Python: Fix temperature=0 filtered out in chat options

* fix failing tests

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

Yuge Zhang · 2025-09-18 03:57:37 +00:00

4c80e7017d

Python: added args and results to function call span (#733 )

* added args and results to function call span

* add ignores for mypy

* improved serialization

* also add None result

* improved handling

* log args when None

* slight tweak

* fix tests

Eduard van Valkenburg · 2025-09-15 18:28:01 +00:00

db58a10a37

Python: Context providers abstraction and Mem0 implementation (#631 )

* Added context provider abstractions

* Added mem0 implementation

* Example and small fixes

* Added unit tests for agent

* Added unit tests for mem0 provider

* Updated README

* Small doc updates

* Update python/packages/mem0/agent_framework_mem0/_provider.py

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

* Small fixes in tests

* Renaming based on PR feedback

* Small fixes

* Added tests for AggregateContextProvider

* Small improvements

* More improvements based on PR feedback

* Small constant update

* Added more examples

* Added README for Mem0 examples

* Small updates to API

* Updated initialization logic

* Updates for context manager

* Updated Context class

* Dependency update

* Revert changes

* Fixed tests

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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>

Dmytro Struk · 2025-09-10 21:11:42 +00:00

57d09afe04

Python: Improved telemetry setup (#421 )

* test with stack and simplified names

* quick demo of agent decorator

* moved builder to protocol to enhance functionality

* undid chatclientAgent -> agent rename

* one more

* reverted AIAgent rename

* final reverts

* fixed foundry import

* revert changes

* streamlined otel and fcc decorators

* cleanup of telemetry

* further refinement

* lots of updates

* fixed typing

* fix for mypy

* added input and output atttributes

* fix import

* initial work on baking in otel

* major update to telemetry

* final fixes after rename

* fix

* fix test

* updated tests

* fix for tests

* fixes for tests

* updated based on comments

* removed agent decorator

* fix for Python: ServiceResponseException when using multiple tools
Fixes #649

* addressed comments

* fix tests

* fix tests

* fix tools tests

* fix for conversation_id in assistants client

* fix responses test

* fix tests and mypy

* updated test

* foundry fix

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

Eduard van Valkenburg · 2025-09-10 14:52:42 +00:00

82ca4065cb

Python: Introducing UserInputRequest and Response types and HostedMcpTool (#405 )

* initial work on User Approval (and hosted mcp to validate)

* small update to the comments in the sample

* enable local MCP tools in chatClient get methods

* working streaming and improved setup

* fix for pyright

* updated create_approval -> create_response method

* added tests

* updated HostedMcpTool and addressed feedback

* update type name

* naming updates

* small docstring update

* mypy fix

* fixes and updates

* fixes for responses

* fix int tests

* removed broken tests

* updated test running

* removed specific content check on websearch

* increased timeout

* split slow foundry test

* don't parallel run samples

* add dist load to unit tests

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Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

Eduard van Valkenburg · 2025-09-10 13:37:34 +00:00

6aa746d891

Python: name changes executed (#607 )

* name changes executed

* updated adr to accepted

* renamed openai base config

* renamed openai config to mixin

* added renames in user docs

* reverted mcperror

* fix tests

* remove sse from tests

Eduard van Valkenburg · 2025-09-04 15:00:38 +00:00

40ab6e9d67

Removed list_messages method from thread (#564 )

Dmytro Struk · 2025-08-29 22:51:52 +00:00

2037e533b3

Python: Thread storage and serialization (#394 )

* Updates for message store support

* Added unit tests

* Added suspend-resume example

* Added example with custom chat message store

* Small fix

* Addressed PR feedback

* Renaming and documentation

* More renaming

* Addressed more PR feedback

* Small fixes in Foundry chat client and examples

* Small update

* Addressed PR feedback

* Increased timeout for Azure tests

Dmytro Struk · 2025-08-14 21:15:42 +00:00

dea736e550

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: added HostedFileContent and HostedVectorStoreContent (#379 )

* added HostedFileContent and HostedVectorStoreContent

* added convenience functions for hostedcodeinterpretertools

* fix docstrings

* udpated docstring

* clarified parsing logic

* updated type names

* updated test

* and vector stores

Eduard van Valkenburg · 2025-08-11 14:23:32 +00:00

bbc07931c1

Python: added AIAnnotation types and extra tests (#374 )

* added AIAnnotation types and extra tests

* fixed typing and such

* use copy

* fix raw representation for add

* handle annotations in add

* clarified concat

* self to first

Eduard van Valkenburg · 2025-08-08 20:27:31 +00:00

82d39bc1f7

Added author name logic to ChatClientAgent (#313 )

Dmytro Struk · 2025-08-05 05:47:52 +00:00

544d2ba48f

Python: add agent telemetry (#283 )

* add agent telemetry

* updated comments

* update AgentRunResponseUpdate

* updated create_agent var

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

Eduard van Valkenburg · 2025-07-31 10:29:38 +00:00

caee8bfa90

Python: updated API in sync with dotnet (#269 )

* updated API in sync with dotnet

* fix test

* updated name and display_name

* fixed mypy setup

* add pre-commit cache

Eduard van Valkenburg · 2025-07-30 08:50:22 +00:00

1ed89d4db8

Python telemetry (#223 )

* initial work on telemetry

* moved tool operation const

* missing quotes

* working otel with samples

* updated readme and other assets

* added tests

* added tests

* small updates

* updated genaiattributes docs

* updated tests

* additional warning

* cleanup of tests

Eduard van Valkenburg · 2025-07-28 07:33:42 +00:00

0ce8eb1e2f

20 Commits