agent-framework

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: [BREAKING] Replaced AIProjectClient with AgentsClient in Foundry (#1936 )

* Replaced AIProjectClient with AgentsClient in Foundry

* Update python/samples/getting_started/observability/azure_ai_agent_observability.py

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

* Update python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py

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

* Small fix

* Removed TODO item

---------

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

Dmytro Struk · 2025-11-05 21:42:36 +00:00

d701e796cb

Python: Added parameter to disable agent cleanup in AzureAIAgentClient (#1882 )

* Removed automatic agent cleanup in AzureAIAgentClient

* Revert "Removed automatic agent cleanup in AzureAIAgentClient"

This reverts commit 89846c7212.

* Exposed boolean flag to control deletion behavior

* Update sample

Dmytro Struk · 2025-11-05 16:56:19 +00:00

14aee7e334

Python: Introducing the Anthropic Client (#1819 )

* initial version of anthropic connector

* updated implementation and added tests

* fix type and readme

* mypy fix and int tests enabled

* add integration test setup

* updated based on comments

* improved function result handling

* added extra unordered test

* updated from review

* fix tool choice handling

* same fix for chat client

Eduard van Valkenburg · 2025-11-03 19:32:28 +00:00

12d17acdc0

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: Fix AI Search Tool Sample and improve AI Search Exceptions (#1206 )

* Python: Fix AI Search Tool Sample and improve AI Search Exceptions

* Python: Fix AI Search Tool Test

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Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Hassan Warsi · 2025-10-10 18:46:57 +00:00

350cdfc1cd

Python: AzureAI Bing Connection Name Support (#1364 )

* bing connection name support

* error handling + unit tests

* connection id and name handling

Giles Odigwe · 2025-10-09 21:13:07 +00:00

7238cde5af

Python: samples: add api_key for Ollama sample usage (#1240 )

* samples: add api_key for Ollama sample usage

* Update python/samples/getting_started/agents/ollama/ollama_with_openai_chat_client.py

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

* fix: update Ollama API key to an unused constant

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Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Mars Wang · 2025-10-08 20:45:24 +00:00

3d31a4a204

Python: Included existing agent definition in requests to Azure AI (#1285 )

* Fixed instructions handling for existing Azure AI agents

* Updated tool handling for existing agents

* Small update

* Added more comments

Dmytro Struk · 2025-10-08 20:33:57 +00:00

7e891fab39

Python: AzureAI Agent AI Search Sample (#1281 )

* azure ai search sample

* small fix

Giles Odigwe · 2025-10-08 15:52:02 +00:00

334d52f300

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

Python: ollama + azureai openapi samples fix (#1244 )

* ollama + azureai openapi samples fix

* small fix

Giles Odigwe · 2025-10-07 16:14:34 +00:00

1d27b57672

Python: Sample on integration of Azure OpenAI Responses Client with a local MCP server (#1215 )

* added a sample on integration of Azure OpenAI Responses Client with hosted Model Context Protocol (MCP)

* added additional comments mentioning that the Microsoft Learn MCP server can be replaced by any other desired MCP server

* corrected the MCP server type to local

* added a newline at the end

* Update python/samples/getting_started/agents/azure_openai/azure_responses_client_with_local_mcp.py

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

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Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Saurabh Vartak · 2025-10-07 07:54:29 +00:00

49f25358d7

docs: Update References to Agent2Agent protocol to use correct terminology (#1162 )

Should be `Agent2Agent Protocol` not `Agent-to-Agent` unless talking about general agent to agent communication

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

Holt Skinner · 2025-10-03 19:10:05 +00:00

50c532b4ae

Python: Added Ollama example using OpenAIChatClient (#1100 )

* Added Ollama example using OpenAIChatClient

* Small improvement

Dmytro Struk · 2025-10-02 15:14:29 +00:00

c7f20c8ec5

Python: Fix Azure AI Getting Started samples: Improve documentation and code readability (#1089 )

* Initial plan

* Fix Azure AI samples: Add dotenv support, fix async input, improve docs

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

* Remove dotenv.load_dotenv() and revert async input() changes per review feedback

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

Copilot · 2025-10-02 03:22:44 +00:00

07db91174b

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

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

4f4890cf6a

Python: Foundry Agent Completeness (#954 )

* foundry completeness

* tests + openapi sample

* bing grounding sample

* options integration tests

* merge conflict fix

* fix failing test

* add mcp approval handling

Giles Odigwe · 2025-10-01 13:38:51 +00:00

b0971fdec6

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: fix string parsing in azure openai client (#1023 )

* fix string parsing in azure openai client

* test fix

* changed setup func name and check if there is a conn string

* redid parsing in safe way

Eduard van Valkenburg · 2025-09-30 19:33:12 +00:00

3eb26632ce

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

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

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

b4ebafa9b1

Python: basic python a2a support (#906 )

* basic python a2a support

* fixes

* small fixes

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

Giles Odigwe · 2025-09-29 17:53:45 +00:00

c102706146

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

Small fixes (#969 )

Dmytro Struk · 2025-09-29 08:43:00 +00:00

4cd76bf2b0

Added structured output to agent streaming (#943 )

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

f2f0d40437

Python: Added chat middleware and more examples (#883 )

* Added example with stateful middleware

* Added chat middleware

* Updated middleware example with override scenario

* Small revert

* Small fixes

* Added kwargs to context objects

* Added README

* Added function middleware to chat client

* Small refactoring

* Reverted example files

* Made MiddlewareWrapper generic

* Added Middleware exception

* Small refactoring

* Small fix

Dmytro Struk · 2025-09-26 15:10:56 +00:00

eec7f192eb

Python: typo fix (#920 )

* typo fix

* fixed two other typos

Eduard van Valkenburg · 2025-09-26 08:15:54 +00:00

0f2f2263c5

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: additional Foundry Tools (#611 )

* initial work on additional foundry tools

* fixes

* fix tests

* fix import

* updated lock

* added hosted MCP for foundry

* fixes

* fix for test

* updated samples

* fix result parsing

Eduard van Valkenburg · 2025-09-23 11:20:20 +00:00

9eb68ab2f9

Python: OpenAI Responses Image Generation Tool (#842 )

* Image generation + Added Samples

* extended image gen tool for responses

* uv fix

* removed hosted image gen

* copilot suggestions

* Update python/packages/main/agent_framework/openai/_responses_client.py

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

---------

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Giles Odigwe · 2025-09-22 22:38:44 +00:00

adb6dcd2af

Python: Add custom agent and chat client implementation examples (#849 )

* Initial plan

* Add custom agent and chat client examples with complete implementations and documentation

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

* Simplify custom examples per feedback: remove __init__.py, keep only EchoAgent/EchoingChatClient, add proper documentation, update README table format

Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

* Small fixes and formatting

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: dmytrostruk <13853051+dmytrostruk@users.noreply.github.com>

Copilot · 2025-09-22 04:42:33 +00:00

39566d1dbf

Python: Added Anthropic agent example (#850 )

* Added Anthropic example

* Small fix

Dmytro Struk · 2025-09-22 04:04:07 +00:00

08f792e511

Python: api doc generation setup (#342 )

* api doc generation setup

* remove old log file

* improved check md function

* update with sample code in docstring

* updated script

* docs update

* docs update and action

* removed all-extras

* fixed sync command

* moved install

* moved action

* renamed folder

* fixed syntax

* add python path

* fix mypy and reused steps

* updated merge test

* undo change

* slight update in poe commands

* dev setup update

* updated uvlock

Eduard van Valkenburg · 2025-09-16 10:02:53 +00:00

65dd48aa1d

Python: Added Copilot Studio Agent (#722 )

* Small fix in dotnet conformance tests

* Added CopilotStudioAgent implementation

* Added examples

* Updated package README

* Small fixes

* Small improvements

* Fixed dotnet tests

* Add unit tests

* Updated tests

* Small updates

* Small test fixes

* Revert "Small test fixes"

This reverts commit 983ac44a70.

* Small fixes in documentation

* Updated test configuration

* Revert "Updated test configuration"

This reverts commit 2a16fea815.

* Small fix

* Reverted TODO item

* Small suppressions

* More fixes

* Small fixes

* Fixed tests

* Removed disallow_any_unimported rule in all packages

* Fixes

Dmytro Struk · 2025-09-15 23:21:07 +00:00

e7cd03b32e

Python: Add OpenAI reasoning events support to Responses client (#698 )

* feat: add OpenAI reasoning events support with comprehensive test coverage

- Implement reasoning event handling in OpenAI Responses client
  * Add support for ResponseReasoningTextDeltaEvent
  * Add support for ResponseReasoningTextDoneEvent
  * Add support for ResponseReasoningSummaryTextDeltaEvent
  * Add support for ResponseReasoningSummaryTextDoneEvent
  * Map all reasoning events to TextReasoningContent objects
  * Preserve metadata across reasoning events

- Add comprehensive test coverage (5 focused test functions)
  * test_streaming_reasoning_text_delta_event
  * test_streaming_reasoning_text_done_event
  * test_streaming_reasoning_summary_text_delta_event
  * test_streaming_reasoning_summary_text_done_event
  * test_streaming_reasoning_events_preserve_metadata

- Add sample demonstrating reasoning functionality
  * Shows how to enable reasoning in chat options
  * Demonstrates accessing reasoning content from responses

- Code quality improvements
  * Follow existing code patterns and style guidelines
  * Organize imports properly
  * Maintain backwards compatibility
  * All tests pass and quality checks succeed

* fix: resolve type errors and cleanup unused imports after rebase

- Add proper hasattr checks for optional attributes in union types
- Remove unused OpenAI event type imports
- Fix line length formatting issues
- Ensure type safety when accessing content attributes

Christian Glessner · 2025-09-12 12:07:49 +00:00

f79fbfa92e

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

MCP support for Foundry (#652 )

Co-authored-by: Giles Odigwe <gilesodigwe@microsoft.com>

Giles Odigwe · 2025-09-09 20:07:20 +00:00

9f8823192e

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: Added examples with explicit settings (#562 )

* Added examples with explicit settings

* Added info about RBAC roles

Dmytro Struk · 2025-08-29 22:51:35 +00:00

a80db062b2

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: Improved foundry integration tests (#514 )

* improved foundry integration tests

* Update python/packages/foundry/tests/test_foundry_chat_client.py

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

* Update python/packages/foundry/tests/test_foundry_chat_client.py

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

---------

Co-authored-by: Giles Odigwe <gilesodigwe@microsoft.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Giles Odigwe · 2025-08-27 21:54:28 +00:00

8e14dfc522

Python: Removed DefaultAzureCredential (#490 )

* Removed DefaultAzureCredential

* Renamed ad_credential to credential

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

fa88641263

Python: Web search file search tools (#395 )

* Add web and file search tools

* add tests

* PR comments

* Add tools support for chat and assistants clients

* fix code checks

* add tests for assistants client

* Add samples

* fix fn descriptions

* Add openai responses model id to environment variables

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Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

peterychang · 2025-08-15 19:35:23 +00:00

0410f51777

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

Small fix in Foundry chat client and samples (#407 )

Dmytro Struk · 2025-08-14 20:21:23 +00:00

95cb20ca40

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