.NET: Python: Merge main into feature-durabletask-python branch

[larohra]

Motivation and Context

Description

Contribution Checklist

• The code builds clean without any errors or warnings
• The PR follows the Contribution Guidelines
• All unit tests pass, and I have added new tests where possible
• Is this a breaking change? If yes, add "[BREAKING]" prefix to the title of the PR.

[markwallace-microsoft]

Python Test Coverage Report •

File	Stmts	Miss	Cover	Missing
packages/ag-ui/agent_framework_ag_ui
_confirmation_strategies.py	101	5	95%	210–211, 213, 215, 217
_events.py	261	11	95%	197, 216, 245, 259, 282, 362–363, 392, 403, 426, 482
_message_adapters.py	449	45	89%	68, 78–79, 88–91, 157, 221–222, 259, 263, 266, 269, 273, 290, 307, 329, 365, 377, 428, 445–446, 507, 511, 517, 525–526, 528, 532–535, 548, 637–640, 642, 759, 763, 766, 769, 777–778
_orchestrators.py	359	46	87%	104, 113, 180, 413, 468–470, 479–480, 488, 490–492, 496, 505, 538, 540–542, 544–547, 549, 551–552, 554, 556–561, 635–637, 641–646, 690–692, 695
_utils.py	95	7	92%	70, 73, 86, 109, 155, 254, 259
packages/ag-ui/agent_framework_ag_ui/_orchestration
_helpers.py	186	54	70%	60, 109, 112, 149, 152, 156, 174, 177, 181, 198, 201, 204, 224, 236, 240, 255, 260, 291–308, 310–313, 317–318, 332, 351, 353–355, 362, 382, 384, 387–391
_predictive_state.py	98	98	0%	5–8, 10, 12, 14, 17, 20, 31–36, 38, 40–41, 43, 57–58, 60–62, 64–71, 73, 75, 84–89, 91, 105–107, 109–110, 117–120, 122, 124–125, 127, 129, 138, 140–145, 147–148, 150–154, 156, 158, 172, 174–177, 179–182, 184, 186–190, 192, 194, 204–206, 213–214, 216, 226, 228–230
_state_manager.py	50	1	98%	95
packages/anthropic/agent_framework_anthropic
_chat_client.py	314	143	54%	242, 284, 315, 360–361, 370, 372–373, 375, 392–393, 432, 447, 451–452, 468, 480, 482, 486–487, 528–530, 532, 542–543, 550–552, 556–558, 562–565, 576, 578, 599, 609, 625–632, 636–637, 644–646, 654–658, 665–666, 672–673, 679–680, 685, 692–695, 699, 706–707, 713–714, 720–721, 726, 734–738, 745–746, 763, 770–771, 788, 808, 810, 819–820, 826, 834–836, 844–847, 856–867, 870–877, 883–890, 893–903, 906–909
packages/azure-ai/agent_framework_azure_ai
_client.py	187	39	79%	221–224, 229, 232–235, 240, 243–244, 247, 254, 293, 295–298, 300, 408, 465, 501–504, 509, 511–512, 514–522, 524
packages/core/agent_framework
_clients.py	102	9	91%	267, 383, 431–434, 478, 807, 809
_tools.py	727	65	91%	226, 272, 323, 325, 353, 523, 555–556, 658, 660, 680, 698, 712, 724, 729, 731, 738, 771, 825–827, 868, 891, 893–902, 912–913, 917, 953, 963, 1147, 1483, 1561–1565, 1686, 1755, 1848, 1854, 1897–1898, 1911–1912, 2041, 2082–2083, 2111–2113, 2155–2156, 2221–2222, 2229–2230
_types.py	1048	121	88%	131, 133, 135, 137, 139, 141, 148–151, 169–170, 307, 309, 316, 335, 375, 421–422, 458, 608, 722–723, 725, 750, 757, 774–776, 861, 866–867, 869, 876–877, 879, 906, 915, 918–920, 925–926, 933, 937–939, 1095, 1184–1187, 1195–1196, 1287, 1468, 1474, 1869, 1885, 1887–1894, 1923, 1956–1958, 1964–1965, 2026, 2281, 2286, 2290, 2294, 2472–2474, 2486, 2527–2532, 2554, 2559, 3018, 3104–3106, 3179, 3190–3191, 3369, 3381–3383, 3484–3486, 3488–3490, 3493, 3497, 3500, 3505, 3550–3551, 3558–3559, 3593–3595, 3626, 3654, 3661
observability.py	642	152	76%	244, 312–317, 319, 321–322, 324, 326–328, 331–333, 338–339, 345–346, 352–353, 360, 362–364, 367–369, 374–375, 381–382, 388–389, 396, 433, 436, 439–441, 444, 447–448, 451–453, 455–457, 460, 547, 549, 631, 649–650, 652, 655, 663–664, 667–670, 672, 675–677, 680–681, 694–700, 702–711, 714–718, 721–724, 726–729, 732–733, 741, 842, 844, 869–871, 993, 995, 999–1004, 1006, 1009–1013, 1015, 1285, 1365–1367, 1439–1441, 1614, 1622, 1626, 1636, 1638, 1640, 1648, 1699–1702, 1716, 1718, 1725, 1741, 1744, 1804, 1820, 1824, 1958, 1960
packages/core/agent_framework/_workflows
_agent.py	270	43	84%	61, 69–75, 103–104, 260, 316, 330, 343, 392–395, 401, 407, 411–412, 415–421, 425–426, 477, 484, 490–491, 497, 509, 541, 548, 569, 576, 580, 591
_executor.py	145	6	95%	209, 330, 345, 347, 462, 472
_workflow_context.py	173	26	84%	61–62, 70, 74, 88, 164, 189, 302, 410, 419, 424, 453–455, 457, 459–460, 462–463, 472–474, 476–478, 480
packages/core/agent_framework/openai
_assistants_client.py	217	33	84%	181, 194, 197, 203–204, 207, 210, 213–214, 225, 250, 252, 254, 256, 258, 261, 264, 267, 271, 282, 367, 386–387, 390, 398, 431, 467, 499–502, 554, 571
_chat_client.py	247	48	80%	115–116, 120, 140, 150–151, 153, 164, 180, 190, 195, 201–203, 210, 239, 259, 278, 292, 297–311, 318–320, 395, 401, 405, 408, 410, 412, 418, 432–433, 439, 455
_responses_client.py	517	102	80%	153, 158, 160–161, 172, 190, 198, 201–208, 210, 215, 221, 225, 240, 243–244, 246, 283, 313, 357–358, 380, 385, 419, 437, 440, 476, 530, 609, 614, 618–620, 624–625, 648, 663–664, 668–670, 717, 737–738, 751–752, 768–769, 858–859, 868–869, 900–901, 917, 919, 993–1001, 1024–1030, 1049, 1067–1068, 1077, 1082–1084, 1090–1091, 1104, 1119, 1155–1156, 1158–1160, 1174–1175, 1178, 1180, 1190–1191, 1197, 1212
TOTAL	16750	2718	83%

Python Unit Test Overview

Tests	Skipped	Failures	Errors	Time
2670	154 💤	0 ❌	0 🔥	1m 1s ⏱️

[Copilot]

Pull request overview

This pull request merges the main branch into the feature-durabletask-python branch. The key changes include:

• Dependency version updates across multiple Python packages
• Replacement of the callbacks sample with a new reliable streaming sample using Redis
• Updates to OpenAI and Azure AI agent samples for improved API usage
• Minor fixes and enhancements to existing samples and tests

Reviewed changes

Copilot reviewed 178 out of 184 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
python/uv.lock	Version bumps for agent-framework packages (1.0.0b251223 → 1.0.0b260107) and various dependencies (aiohttp, anyio, azure-ai-projects, certifi, etc.)
python/samples/getting_started/workflows/observability/executor_io_observation.py	Added output line to expected workflow output documentation
python/samples/getting_started/azure_functions/03_reliable_streaming/*	New sample demonstrating Redis-based reliable streaming with cursor-based resumption
python/samples/getting_started/azure_functions/03_callbacks/*	Removed old callbacks sample
python/samples/getting_started/agents/openai/*	Updated to use HostedImageGenerationTool and improved content handling
python/samples/getting_started/agents/azure_ai/*	Updated SharePoint grounding API and image generation tool usage
python/pyproject.toml	Version bump and added RUF067 to ruff ignore list
python/packages/*/pyproject.toml	Version bumps across all packages
python/packages/devui/tests/test_conversations.py	Fixed field name from "output" to "result"
python/packages/lab/lightning/tests/test_lightning.py	Added pytest.importorskip for agentlightning