Python: Azure AI client based on new azure-ai-projects package #1910

dmytrostruk · 2025-11-04T21:15:14Z

Introducing new AzureAIClient based on azure-ai-projects version 2.0.0b1.

* Renaming * Small fixes * Update python/packages/core/agent_framework/openai/_shared.py Co-authored-by: Copilot <[email protected]> --------- Co-authored-by: Copilot <[email protected]>

markwallace-microsoft · 2025-11-05T16:10:36Z

Python Test Coverage Report •

File	Stmts	Miss	Cover	Missing
packages/azure-ai/agent_framework_azure_ai
_client.py	143	22	84%	165–168, 172–173, 175, 320–321, 325, 327–328, 330–338, 340
packages/core/agent_framework
_clients.py	104	12	88%	266, 381, 427–430, 474, 662, 665–666, 797, 799
_tools.py	597	63	89%	225, 271, 322, 324, 487, 519–520, 620, 622, 645, 650, 652, 659, 689, 738–740, 778, 801, 803–812, 819–820, 822–823, 827, 855, 897, 906, 908, 911, 917, 1284–1288, 1388, 1457, 1558, 1564, 1605–1606, 1738, 1777–1778, 1806–1808, 1843–1844, 1907–1908, 1915–1916
packages/core/agent_framework/openai
_assistants_client.py	206	28	86%	176, 189, 192, 198–199, 202, 205, 208–209, 220, 241, 243, 245, 247, 249, 252, 255, 258, 262, 273, 358, 395, 431, 460–463, 514
_chat_client.py	236	45	80%	110–111, 115, 133, 143–144, 146, 157, 171, 173–176, 185, 197, 233, 264, 269–283, 290–292, 367, 373, 376, 378, 380, 398–399, 405, 421, 463
_responses_client.py	416	71	82%	144–145, 148–149, 155–156, 159, 166, 201, 231, 259–260, 287, 291, 308, 313, 355, 416, 421, 496, 501, 505–507, 528, 543–544, 548–550, 598, 618–619, 632–633, 649–650, 688, 690, 728, 730, 739–740, 753, 755, 828–834, 851–856, 875, 893, 903, 905, 923–924, 926–928, 939–940, 943, 945
_shared.py	100	12	88%	65, 71–74, 152, 154, 161, 163, 176, 252, 276
TOTAL	13657	1990	85%

Python Unit Test Overview

Tests	Skipped	Failures	Errors	Time
1837	109 💤	0 ❌	0 🔥	36.515s ⏱️

…IClient (#1959) * Added use_latest_version parameter to AzureAIClient * Added unit tests * Update python/samples/getting_started/agents/azure_ai/azure_ai_use_latest_version.py Co-authored-by: Copilot <[email protected]> * Update python/packages/azure-ai/agent_framework_azure_ai/_client.py Co-authored-by: Evan Mattson <[email protected]> --------- Co-authored-by: Copilot <[email protected]> Co-authored-by: Evan Mattson <[email protected]>

…reAIClient (#1987) * Small updates * Added support for structured outputs * Added code interpreter example * More examples and fixes * Added more examples and README * Small fix * Addressed PR feedback

* Fixed store parameter handling * Small fix

…gent (#2077) * Updated azure-ai-projects package version * Added an example of hosted MCP with approval required * Updated code interpreter example * Added file search example * Update python/samples/getting_started/agents/azure_ai/azure_ai_with_file_search.py Co-authored-by: Copilot <[email protected]> * Update python/samples/getting_started/agents/azure_ai/azure_ai_with_file_search.py Co-authored-by: Copilot <[email protected]> * Small fix --------- Co-authored-by: Copilot <[email protected]>

This reverts commit b8206a8.

* Small documentation and code fixes * Small fix in documentation

Copilot

Pull Request Overview

This PR introduces a new Azure AI client implementation (AzureAIClient) based on the azure-ai-projects package version 2.0.0b1. The changes update the framework to support the new Azure AI Projects SDK while maintaining the existing AzureAIAgentClient for backward compatibility.

Key changes:

New AzureAIClient class with agent versioning and conversation management support
Updated OpenAI base classes to support optional async client initialization
New and updated sample files demonstrating the new client capabilities
Test coverage for the new client implementation

Reviewed Changes

Copilot reviewed 34 out of 41 changed files in this pull request and generated 12 comments.

Show a summary per file

File	Description
`python/packages/azure-ai/agent_framework_azure_ai/_client.py`	New AzureAIClient implementation with agent creation, versioning, and conversation management
`python/packages/azure-ai/agent_framework_azure_ai/__init__.py`	Export new AzureAIClient class
`python/packages/azure-ai/pyproject.toml`	Updated azure-ai-projects dependency to version 2.0.0b1
`python/packages/azure-ai/tests/test_azure_ai_client.py`	Comprehensive unit tests for AzureAIClient
`python/packages/core/agent_framework/openai/_shared.py`	Updated OpenAIBase to support optional client/model_id and async initialization
`python/packages/core/agent_framework/openai/_responses_client.py`	Refactored to use async client initialization and improved conversation ID handling
`python/packages/core/agent_framework/openai/_chat_client.py`	Updated to use async client initialization
`python/packages/core/agent_framework/openai/_assistants_client.py`	Updated to use async client initialization
`python/packages/core/agent_framework/_tools.py`	Fixed condition to check conversation_id instead of store flag
`python/packages/core/agent_framework/_clients.py`	Removed redundant warning logs
`python/packages/core/agent_framework/azure/__init__.py`	Added AzureAIClient to exports
`python/packages/core/agent_framework/azure/__init__.pyi`	Added AzureAIClient type stub
`python/samples/getting_started/agents/azure_ai_agent/*`	New sample files demonstrating AzureAIAgentClient usage (legacy client)
`python/samples/getting_started/agents/azure_ai/*`	Updated sample files to use new AzureAIClient
`python/samples/README.md`	Updated sample links (with errors to fix)
`python/packages/core/tests/openai/test_openai_responses_client.py`	Updated test to use async prepare_options method

python/packages/core/agent_framework/openai/_responses_client.py

python/packages/azure-ai/agent_framework_azure_ai/_client.py

python/samples/getting_started/agents/azure_ai_agent/azure_ai_with_file_search.py

python/samples/README.md

python/packages/azure-ai/pyproject.toml

python/packages/azure-ai/agent_framework_azure_ai/_client.py

python/samples/getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py

python/packages/azure-ai/tests/test_azure_ai_client.py

Added changes (#1909)

39d3111

dmytrostruk self-assigned this Nov 4, 2025

dmytrostruk added the python label Nov 4, 2025

Python: [Feature Branch] Renamed Azure AI agent and small fixes (#1919)

8135a99

* Renaming * Small fixes * Update python/packages/core/agent_framework/openai/_shared.py Co-authored-by: Copilot <[email protected]> --------- Co-authored-by: Copilot <[email protected]>

markwallace-microsoft added the documentation Improvements or additions to documentation label Nov 5, 2025

dmytrostruk added 2 commits November 5, 2025 08:04

Merge branch 'main' into feature-python-foundry-agents

320a4c7

Merge branch 'main' into feature-python-foundry-agents

f23070a

dmytrostruk and others added 12 commits November 5, 2025 09:21

Merge branch 'main' into feature-python-foundry-agents

599c5c2

Merge branch 'main' into feature-python-foundry-agents

d8228d3

Small fix

ce4b5fe

Python: [Feature Branch] Structured Outputs and more examples for Azu…

9423c17

…reAIClient (#1987) * Small updates * Added support for structured outputs * Added code interpreter example * More examples and fixes * Added more examples and README * Small fix * Addressed PR feedback

Removed optional ID from FunctionResultContent (#2011)

50d3e65

Merge branch 'main' into feature-python-foundry-agents

cfcfd71

Added hosted MCP support (#2018)

476fbbe

Python: [Feature Branch] Fixed "store" parameter handling (#2069)

c3ef647

* Fixed store parameter handling * Small fix

Added handling for conversation_id (#2098)

519bc9d

Merge from main

b8206a8

markwallace-microsoft added .NET workflows Related to Workflows in agent-framework lab Agent Framework Lab labels Nov 12, 2025

dmytrostruk temporarily deployed to integration November 12, 2025 02:37 — with GitHub Actions Inactive

github-actions bot changed the title ~~Python: [WIP] Azure AI feature branch~~ .NET: Python: [WIP] Azure AI feature branch Nov 12, 2025

Revert "Merge from main"

85fcd23

This reverts commit b8206a8.

dmytrostruk changed the title ~~.NET: Python: [WIP] Azure AI feature branch~~ Python: [WIP] Azure AI feature branch Nov 12, 2025

dmytrostruk removed .NET workflows Related to Workflows in agent-framework labels Nov 12, 2025

markwallace-microsoft added .NET workflows Related to Workflows in agent-framework lab Agent Framework Lab labels Nov 12, 2025

dmytrostruk had a problem deploying to integration November 12, 2025 07:12 — with GitHub Actions Failure

dmytrostruk had a problem deploying to integration November 12, 2025 07:12 — with GitHub Actions Error

github-actions bot changed the title ~~Python: [WIP] Azure AI feature branch~~ .NET: Python: [WIP] Azure AI feature branch Nov 12, 2025

Merge branch 'main' into feature-python-foundry-agents

f55ac70

dmytrostruk removed .NET workflows Related to Workflows in agent-framework lab Agent Framework Lab labels Nov 12, 2025

dmytrostruk changed the title ~~.NET: Python: [WIP] Azure AI feature branch~~ Python: [WIP] Azure AI feature branch Nov 12, 2025

dmytrostruk added 3 commits November 12, 2025 07:53

Merge branch 'main' into feature-python-foundry-agents

f309a28

Updated azure-ai-projects package version and small fixes (#2139)

693d5c9

Python: [Feature Branch] Resolve CI issues (#2143)

7135885

* Small documentation and code fixes * Small fix in documentation

dmytrostruk changed the title ~~Python: [WIP] Azure AI feature branch~~ Python: Azure AI client based on new azure-ai-projects package Nov 12, 2025

dmytrostruk marked this pull request as ready for review November 12, 2025 20:03

Copilot AI review requested due to automatic review settings November 12, 2025 20:03

Copilot started reviewing on behalf of dmytrostruk November 12, 2025 20:04 View session

Copilot finished reviewing on behalf of dmytrostruk November 12, 2025 20:07

Copilot AI reviewed Nov 12, 2025

View reviewed changes

dmytrostruk added 2 commits November 12, 2025 12:48

Addressed PR feedback

5c74c3f

Merge branch 'main' into feature-python-foundry-agents

562064c

markwallace-microsoft approved these changes Nov 12, 2025

View reviewed changes

alliscode approved these changes Nov 12, 2025

View reviewed changes

Added AI Search example

1a6ff77

markwallace-microsoft approved these changes Nov 12, 2025

View reviewed changes

dmytrostruk added this pull request to the merge queue Nov 12, 2025

Merged via the queue into main with commit edb367a Nov 12, 2025
27 checks passed

dmytrostruk mentioned this pull request Nov 13, 2025

Single Agent: Support for Foundry Agent V2 API #1348

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