agent-framework

Python: Fix Eval samples (#4033 )

* fix red team sample

* Updated self-reflection

* fix for workflow eval sample

* fix test

Eduard van Valkenburg · 2026-02-18 19:50:33 +00:00

aab80d9ed9

.NET: BREAKING: Unify AgentResponse[Update] events as WorkflowOutputEvents (#3441 )

* Rename WorkflowOutputEvent.SourceId to ExecutorId for Python consistency

- Rename SourceId property to ExecutorId in WorkflowOutputEvent
- Add [Obsolete] SourceId property for backward compatibility
- Update all test usages to use ExecutorId

Resolves part of #2938

* Unify AgentResponse events with WorkflowOutputEvent (#2938)

- Change AgentResponseEvent and AgentResponseUpdateEvent to inherit from
  WorkflowOutputEvent instead of ExecutorEvent
- Update AIAgentHostExecutor and HandoffAgentExecutor to use YieldOutputAsync()
  instead of AddEventAsync() for agent outputs
- Add special-casing in InProcessRunnerContext.YieldOutputAsync() to create
  specific event types for AgentResponse and AgentResponseUpdate, bypassing
  OutputFilter for backwards compatibility
- Update TestRunContext and TestWorkflowContext with same special-casing
- Add regression tests in AgentEventsTests

* refactor: Seal AgentResponse events

Jacob Alber · 2026-02-18 18:55:26 +00:00

6a39d5a652

Python: Fixed Redis context provider and samples (#4030 )

* Removed session_id filtering in Mem0 implementation

* Fixed redis samples

* Resolved comments

Dmytro Struk · 2026-02-18 17:23:33 +00:00

b0fd4946e6

Python: Fixed AutoGen migration and tool samples (#4027 )

* Fixed ollama_chat_client sample

* Fixed ollama_chat_multimodal sample

* Fixed function_tool_with_approval_and_sessions sample

* Updated function_tool_with_session_injection sample

* Small clean-up

* Update 01_round_robin_group_chat.py

* Update 02_selector_group_chat.py

* Update 03_swarm.py

* Update 03_assistant_agent_thread_and_stream.py

* Update 04_agent_as_tool.py

* Resolved comments

Dmytro Struk · 2026-02-18 15:58:38 +00:00

f087b864fb

Fix MCP samples: update MCP SDK to 0.8.0-preview.1 and fix README references (#3959 )

- Update ModelContextProtocol NuGet package from 0.4.0-preview.3 to 0.8.0-preview.1
- Update System.Net.ServerSentEvents from 10.0.1 to 10.0.3
- Fix OAuth config to use DynamicClientRegistration in Agent_MCP_Server_Auth
- Fix incorrect sample name references in README files

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

SergeyMenshykh · 2026-02-18 13:53:44 +00:00

f9f630829a

.NET: Add Foundry Evaluation samples (Safety + Quality) (#3697 )

* Initial plan

* Add Foundry evaluation samples for Red Teaming and Self-Reflection

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Refactor evaluation samples with real implementations in local functions

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Uncomment function signatures and bodies, keep only invocations commented

Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>

* Update Foundry evaluation samples with observability support

* Restructure evaluation samples to follow FoundryAgents naming convention

- Rename Evaluation/Evaluation_StepXX to FoundryAgents_Evaluations_StepXX
- Add evaluation projects to slnx
- Fix var usage, apply dotnet format, use DefaultAzureCredential
- Add try/finally for agent cleanup
- Fix evaluator deployment name separation in Step02
- Update README references

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Rewrite Step01 to use Azure.AI.Projects RedTeam API and address review comments

- Replace safety evaluator sample with actual Red Teaming using AIProjectClient.RedTeams
- Use AttackStrategy (Easy, Moderate, Jailbreak) and RiskCategory from Azure.AI.Projects
- Remove Microsoft.Extensions.AI.Evaluation.Safety dependency from Step01
- Add DefaultAzureCredential warning comments to Step02
- Remove unused bestResponse variable in Step02
- Add session isolation comments in self-reflection loop
- Fix stale directory references in READMEs
- Fix misleading evaluation overview link in main README

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add note about agent-targeted red teaming limitations in README

The .NET RedTeam API currently only supports model deployment targets
via AzureOpenAIModelConfiguration. Agent-targeted red teaming with
AzureAIAgentTarget is documented in concept docs but not yet available
in the SDK's RedTeam constructor. Results appear in classic portal view.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add classic Foundry disclaimer to red teaming sample README

Clarify that this sample uses the classic Azure AI Foundry red teaming
API (/redTeams/runs). The new Foundry portal uses a separate evaluation-
based API not yet available in the .NET SDK. AzureAIAgentTarget exists
in the SDK but is consumed by the Evaluation Taxonomy API, not RedTeam.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address PR review comments on Step02 SelfReflection

- Pass full prompt (with context) to evaluator messages instead of just
  the question, so evaluator input matches what the agent received
- Include previous response text in self-reflection refinement prompt
  so the LLM can meaningfully improve its answer across iterations
- Inline CreateKnowledgeAgent helper (single use, single statement)
- Add comment clarifying why RunCombinedQualityAndSafetyEvaluation
  intentionally passes only the question (no context)

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot · 2026-02-18 13:52:26 +00:00

4b3df9ad89

.NET: Inline private RunCoreAsync into the protected one (#3928 )

* inline private RunCoreAsync into the protected one

* minor improvement

SergeyMenshykh · 2026-02-18 12:43:01 +00:00

a97e42a989

.NET: Disable intermittently failing AzureAIAgentsPersistent integration tests (#3997 )

* Disable intermittently failing AzureAIAgentsPersistent integration tests

Skip three StructuredOutputRunTests tests that fail intermittently:
- RunWithGenericTypeReturnsExpectedResultAsync
- RunWithPrimitiveTypeReturnsExpectedResultAsync
- RunWithResponseFormatReturnsExpectedResultAsync

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Update dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistentStructuredOutputRunTests.cs

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

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

SergeyMenshykh · 2026-02-18 12:41:40 +00:00

9511c414f4

Python: improve .env handling and observability samples (#4032 )

* Python: improve .env precedence and observability samples

- Switch load_settings to explicit precedence: overrides -> explicit .env -> environment -> defaults\n- Raise when env_file_path is provided but missing\n- Update settings docs and tests for new behavior\n- Refresh observability samples and README guidance for env loading options\n\nCloses #3864\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fixed some imports

* Fix load_settings CI regressions

Allow explicit env_file_path values that exist but are not regular files (for example /dev/null) by checking path existence before dotenv parsing, and restore a dict accumulator with typed return cast to satisfy mypy.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Avoid implicit dotenv in observability

Only load dotenv in observability helpers when env_file_path is explicitly provided, and remove test os.devnull workarounds that are no longer necessary.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-02-18 11:18:52 +00:00

534e5f5bf7

Python: Fixed Anthropic and GitHub Copilot samples (#4025 )

* Fixed Anthropic advanced example

* Small improvement

* Simplified skills sample

* Fixed custom agent sample

* Added service_session_id parameter

* Added tests

* Resolved comments

Dmytro Struk · 2026-02-18 06:23:35 +00:00

f900febb6f

Python: Fix Azure AI sample errors (#4021 )

* Python: Fix Azure AI sample errors

- azure_ai_with_application_endpoint: Add missing name to Agent constructor
- azure_ai_with_file_search: Fix resource path (parents[2] -> parents[3])
- azure_ai_with_openapi: Fix resource path (parents[2] -> parents[3])
- azure_ai_with_session: Use get_agent/get_session to reuse existing agent
  version and preserve conversation context across agent instances

* Python: Fix resource paths in azure_ai_agent samples

- azure_ai_with_file_search: Fix path to employees.pdf (parent.parent -> parents[3]/shared)
- azure_ai_with_openapi_tools: Fix path to weather.json/countries.json (parents[2] -> parents[3])

* fix V1 SDK hosted tools (FileSearchTool, etc.) silently dropped during agent creation

* fix: V2 file search sample uses correct SDK (AIProjectClient instead of AgentsClient)

The azure_ai/azure_ai_with_file_search.py sample incorrectly used the V1
AgentsClient for file/vector store operations. Replaced with V2 pattern:
AIProjectClient + get_openai_client() for file upload and vector store
management, matching the official Azure AI Projects SDK samples.

* fix: use context manager for file open in V2 file search sample

Giles Odigwe · 2026-02-18 05:27:19 +00:00

28e3fc308b

Python: Fixed middleware and multimodal input samples (#4022 )

* Fix streaming branch in weather override middleware sample

The streaming branch of weather_override_middleware only prefixed the
original weather data via a transform hook instead of replacing the
content with the 'perfect weather' override like the non-streaming
branch does. Replace with a new ResponseStream that yields the override
content as ChatResponseUpdate chunks.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fixed exception handling middleware sample

* Fixed runtime context delegation middleware example

* Fixed multimodal input examples

* Small update

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Dmytro Struk · 2026-02-18 00:49:33 +00:00

2dd731f90f

Python: Improve Azure AI Search package test coverage (#4019 )

* Improve Azure AI Search package test coverage

* Fix pipeline error

Tao Chen · 2026-02-17 23:19:58 +00:00

df58775d64

General Durable Agents documentation (#3972 )

* General Durable Agents documentation

* Add missing Python package references

* Remove invalid GitHub repo URL

Chris Gillum · 2026-02-17 23:19:50 +00:00

b51d8054e5

Python: Durable Support for Workflows (#3630 )

* Add workflow support for Azure Functions

* fix compatability with latest framework changes and add integration tests

* refactor code

* remove white space

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

* align help text with actual port used

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

* replace instance id with a place holder

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

* remove unused import

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

* remove redundant typing import and fix SIM115

* fix latest breaking changes

* fix mypy issues

* clean up imports

* define source marker strings as constants

* fix json module name

* refactor _extract_message_content_from_dict

* refactor serialization

* add helper method for error response construction and remove _extract_message_content_from_dict since it is not needed

* use strict tpe checking for edges

* change how duplicate agent registrations are handled

* cancel approval_task on HITL timeout

* update docstring

* fix: align azurefunctions package with core API changes after rebase

- State.import_state/export_state are now sync (removed await)
- Add State.commit() before export_state() in activity execution
- Rename executor parameter shared_state -> state
- Rename ctx.set_shared_state/get_shared_state -> set_state/get_state (sync)
- WorkflowBuilder now takes start_executor as constructor kwarg
- Update WorkflowOutputEvent -> WorkflowEvent with type='output'
- Update RequestInfoEvent -> WorkflowEvent[Any]
- Update SharedState -> State in test imports
- Update duplicate agent name tests to match new warning behavior
- Update sample README API references

* fix sample check errors

* fix mypy issues

* fix trailing white spaces

* fix test imports

* feat: add durable workflow samples and adapt to main branch changes

- Add workflow samples 09-12 to 04-hosting/azure_functions/
- Adapt to ChatMessage -> Message rename from main
- Adapt to pickle-based checkpoint encoding from main
- Simplify _serialization.py to delegate to core encode/decode
- Fix Message -> WorkflowMessage disambiguation in _context.py
- Remove non-existent _checkpoint_summary import

* fix: update create_checkpoint signature to match superclass

* fix: correct relative link in HITL sample README

* fix: resolve import breakage after rebase (State, DurableAgentThread, get_logger)

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Ahmed Muhsin · 2026-02-17 22:11:33 +00:00

bb3d3c2efc

Python: Add missing system instruction attr to invoke_agent span (#4012 )

* Add missing sysmte instruction attr to invoke_agent span

* Temp remove azure search gate

* fix pipeline error

Tao Chen · 2026-02-17 20:49:12 +00:00

9a369c69c0

Python: Fix Anthropic option conflicts and manager parse retries (#4000 )

* Python: Fix Anthropic kwargs and manager parse retries

- Strip unsupported Anthropic kwargs from prepared run options while preserving provider-specific mappings.
- Keep stream mode explicit at Anthropic SDK call sites and prevent duplicate stream kwarg conflicts.
- Add bounded default retries with strict retry prompt for agent-based group chat manager parse failures.
- Add regression tests in anthropic and orchestrations packages covering #3371, #3827, and #3078.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Fix Anthropic test lint import

Add missing Any import in anthropic test module to fix ruff F821 failures in Package Checks.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Revert group chat changes from PR 4000

Revert orchestrations changes so this PR only contains Anthropic client fixes.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-02-17 19:59:53 +00:00

794f84c190

Python: Track and enforce 85%+ unit test coverage for anthropic package (#3926 )

* Initial plan

* Add initial coverage tests for anthropic package

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Achieve 89% test coverage for anthropic package and enforce in CI

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Address code review feedback - fix async tests and add constants

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Format code with ruff to pass pre-commit checks

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Split coverage tests into multiple focused test files

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix test imports - move helpers to conftest.py for proper pytest discovery

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix test imports and mock attributes - move helpers to each file, fix mock data

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Fix text editor error mock to use error_code attribute

Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>

* Consolidate all tests into test_anthropic_client.py - remove separate test files

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Remove accidentally committed .orig file

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Remove temporary .gitignore file

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

Copilot · 2026-02-17 19:22:58 +00:00

a37f27b475

.NET: Update Microsoft.Agents.ObjectModel packages to 2026.2.2.1 (#4003 )

* Initial plan

* Update Microsoft.Agents.ObjectModel packages to version 2026.2.2.1

Co-authored-by: peibekwe <109177538+peibekwe@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: peibekwe <109177538+peibekwe@users.noreply.github.com>

Copilot · 2026-02-17 19:20:36 +00:00

09b219c009

Python: MCP sample bugbash fixes (#4001 )

* MCP sample bugbash fixes

* import fix

Giles Odigwe · 2026-02-17 19:18:27 +00:00

8a2a21da97

Python: [BREAKING] Scope provider state by source_id and standardize source IDs (#3995 )

* Initial plan

* Add FoundryMemoryProvider and tests

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Add sample and documentation for FoundryMemoryProvider

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Address code review feedback for FoundryMemoryProvider

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Address PR review comments: Add DEFAULT_SOURCE_ID, use logging.getLogger, move state to session.state

Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>

* Fix Foundry memory ItemParam usage and exports

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Refactor provider hook state and standardize source IDs

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Support endpoint-based Foundry memory init

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix core README workflows link

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updated implementation and sample

* Split out Foundry memory provider changes

Remove FoundryMemoryProvider implementation/tests/sample plus export and docs mentions from this branch so only non-Foundry changes remain.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Trigger CI rerun for PR #3995

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

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Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
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Eduard van Valkenburg · 2026-02-17 19:12:28 +00:00

cc98d5b6f7

.NET: Add additional build, test and project structure skills (#3987 )

* Add additional build, test and project structure skills

* Apply suggestions from code review

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

---------

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

westey · 2026-02-17 18:27:53 +00:00

a5f948c215

.NET Workflows - Add unit tests for QuestionExecutor (#3892 )

* Initial plan

* Add comprehensive unit tests for QuestionExecutor

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

* Address code review feedback and add additional test for default value logic

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

* Checkpoint

* Polished

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
Co-authored-by: Chris Rickman <crickman@microsoft.com>

Copilot · 2026-02-17 18:23:12 +00:00

79b4680cec

Add dotnet.automaticallySyncWithActiveItem to VS Code settings (#3992 )

Enable automatic synchronization with the active item in VS Code for better
developer experience when working with .NET projects.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

SergeyMenshykh · 2026-02-17 17:00:29 +00:00

6fa912decf

.NET Workflows - Add unit tests for ConditionGroupExecutor (#3893 )

* Initial plan

* Add ConditionGroupExecutorTest with comprehensive test coverage

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

* Address code review feedback - extract reflection helper and improve comments

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

* Ready

* Namespace

* Cleanup

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
Co-authored-by: Chris Rickman <crickman@microsoft.com>

Copilot · 2026-02-17 16:35:23 +00:00

349d645cfc

.NET Workflows - Add unit tests for RequestExternalInputExecutor (#3891 )

* Initial plan

* Add unit tests for RequestExternalInputExecutor

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

* Add CaptureResponseAsync tests - achieve 100% coverage

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

* Polish

* Review

* Update dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/ObjectModel/RequestExternalInputExecutorTest.cs

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

* Cleanup

---------

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

Copilot · 2026-02-17 16:34:01 +00:00

e633f208d9

.NET: Improve session cast error message quality and consistency (#3973 )

* Improve session cast error messge consistency

* Update changelog

westey · 2026-02-17 15:51:30 +00:00

08275f657b

Python: feature: Inject OpenTelemetry trace context into MCP requests and update… (#3780 )

* feat: Inject OpenTelemetry trace context into MCP requests and update documentation

* Update python/samples/getting_started/observability/README.md

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

* Update python/packages/core/tests/core/test_mcp.py

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

* refactor: move opentelemetry import to module level

OpenTelemetry is a hard dependency of agent-framework-core (per
pyproject.toml), so the try/except ImportError guard was dead code.
Move the import to the top of the file to fail fast on missing
dependencies instead of silently hiding installation issues.

---------

Co-authored-by: Pete Roden <Pete.Roden@microsoft.com>
Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Pete Roden · 2026-02-17 15:22:04 +00:00

36d52a1f9f

Add bugbash fixes. (#3961 )

westey · 2026-02-17 15:10:53 +00:00

bf7056a131

Fix sample resource path resolution (#3952 )

westey · 2026-02-17 15:10:47 +00:00

dc6d0bc58b

Replace Typed Base Providers with Composition (#3988 )

westey · 2026-02-17 15:06:43 +00:00

cd4e36ebf7

.NET: Surface downstream experimental flags and remove unnecessary suppressions (#3968 )

* Surface downstream experimental flags and remove unecessary suppressions

* Fix format error

* Fix file encoding.

* Address PR comments.

westey · 2026-02-17 12:53:33 +00:00

8015e00f56

.NET: [BREAKING] Refactor providers to move common functionality to base (#3900 )

* Move common functionality to provider base classes

Co-Authored-By: Copilot <175728472+Copilot@users.noreply.github.com>

* Address PR comments.

---------

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

westey · 2026-02-16 19:02:47 +00:00

54a67d96cd

Python: Fix tool normalization and provider sample consolidation (#3953 )

* Fix tool normalization and provider samples

- restore callable/single-tool normalization paths and unset tool-choice behavior\n- consolidate and expand chat/provider samples (OpenAI/Azure/Anthropic/Ollama/Bedrock)\n- migrate Bedrock lazy import surface to agent_framework.amazon and move provider samples

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* small fix in sample

* Finalize provider, samples, and core cleanup

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix CopilotTool passthrough in agent

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix link

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-02-16 16:30:38 +00:00

aab621f5eb

Fixes for bug bash. (#3927 )

westey · 2026-02-16 15:47:44 +00:00

ed113f941c

Python: [BREAKING] Fix #3613 chat/agent message typing alignment (#3920 )

* Fix #3613 message typing across chat and agents

* Address #3613 review feedback and sample input style

* refactor: use shared AgentRunMessages aliases (#3613)

* refactor: rename agent run input aliases for #3613

* samples: inline image content in run calls

* core: export AgentRunInputs from package init

* core: use explicit init re-exports without __all__

* updated logging and inits

* Fix core mypy export and samples XML note

* Remove AgentRunInputsOrNone and dedupe loggers

* Remove prepare_messages helper

* fix integration tests

Eduard van Valkenburg · 2026-02-16 15:27:25 +00:00

dc9439a75a

.NET: Add skill to verify samples (#3931 )

* Add skill to verify samples

* Apply suggestions from code review

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* Apply suggestions from code review

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

* tweak formatting

---------

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westey · 2026-02-16 14:53:04 +00:00

503eb10fdd

.NET: Add CreateSessionAsync overload with taskId for A2AAgent session resumption (#3924 )

* Initial plan

* Add CreateSessionAsync overload with contextId and taskId parameters

Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>

* Update dotnet/tests/Microsoft.Agents.AI.A2A.UnitTests/A2AAgentTests.cs

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

* Add parameter validation to CreateSessionAsync methods

Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>

* Inline parameter validation in CreateSessionAsync methods

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---------

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Copilot · 2026-02-16 14:13:40 +00:00

7ae4b7b537

Python: Warn on unsupported AzureAIClient runtime tool/structured_output overrides (#3919 )

* Guard AzureAIClient runtime tool and structured output overrides

* Simplify AzureAI runtime option pruning logic

* small fix

* slight update

* fix error message in test

* fix test var

* Move Azure AI runtime override checks

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

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Eduard van Valkenburg · 2026-02-16 12:46:51 +00:00

b68d0f93e3

Python: [BREAKING] Remove FunctionTool[Any] compatibility shim for schema passthrough (#3600 ) (#3907 )

* Fix #3600: Pass JSON schemas through without Pydantic conversion

This change optimizes FunctionTool and MCP flows by passing JSON schemas
directly to providers without converting them to Pydantic models first.

Key changes:
- Store JSON schema as-is when supplied to FunctionTool
- Skip Pydantic model_validate for schema-supplied tools in invoke()
- Return MCP tool schemas directly without conversion
- Add comprehensive tests for schema passthrough behavior

Performance benefits:
- Eliminates expensive Pydantic model creation for supplied schemas
- Preserves exact schema structure (additionalProperties, custom fields, etc.)
- Reduces memory overhead and initialization time

Maintains backward compatibility:
- Function signature inference still uses Pydantic models
- Explicit Pydantic models passed as input_model work as before
- All existing tests pass

* Fix schema passthrough validation and remove helper

* Simplify FunctionTool without generic model dependency

* Fix FunctionTool typing fallout in 3600

* Remove FunctionTool[Any] compatibility shim

* Use serializable kwargs in OTEL tool args

Eduard van Valkenburg · 2026-02-14 10:12:21 +00:00

fc9c81b0b1

Python: Achieve 85%+ unit test coverage for azurefunctions package (#3866 )

* Initial plan

* Initial analysis: azurefunctions package at 80% coverage, need 85%

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Add comprehensive unit tests to achieve 86% coverage for azurefunctions package

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Add comprehensive coverage report documentation for azurefunctions package

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Fix linting errors: combine nested with statements in test_entities.py

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Remove COVERAGE_REPORT.md and coverage.json files as requested

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

* Address PR review feedback: fix unused variables, remove line numbers from docstrings, improve test clarity

Co-authored-by: larohra <41490930+larohra@users.noreply.github.com>

---------

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Copilot · 2026-02-13 20:13:30 +00:00

cd1e3110aa

Align Python hosting get-started sample with Azure Functions (#3922 )

Eduard van Valkenburg · 2026-02-13 19:02:34 +00:00

e563849be3

.NET: [Breaking] Structured Output improvements (#3761 )

* .NET: Delete AgentResponse.{Try}Deserialize<T> methods (#3518)

* delete deserialize method of agent response

* order usings

* Update dotnet/samples/GettingStarted/FoundryAgents/FoundryAgents_Step05_StructuredOutput/Program.cs

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* Update dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/Program.cs

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* Update dotnet/samples/GettingStarted/AGUI/Step05_StateManagement/Server/SharedStateAgent.cs

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* Update dotnet/samples/AGUIClientServer/AGUIDojoServer/SharedState/SharedStateAgent.cs

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* Update dotnet/samples/M365Agent/Agents/WeatherForecastAgent.cs

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---------

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* .NET:[Breaking] Add support for structured output (#3658)

* add support for so

* restore lost xml comment part

* fix using ordering

* Update dotnet/src/Microsoft.Agents.AI.Abstractions/AIAgentStructuredOutput.cs

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

* Update dotnet/src/Microsoft.Agents.AI.Abstractions/AIAgentStructuredOutput.cs

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* Update dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_SO_WithFormatResponseTests.cs

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* addressw pr review comments

* address pr review feedback

* address pr review comments

* fix compilation issues after the latest merge with main

* remove unnecessry options

* remove RunAsync<object> methods

* address code review feedback

* address pr review feedback

* make copy constructor protected

* address pr review feedback

---------

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* .NET: Add decorator for structured output support (#3694)

* add decorator that adds structured output support to agents that don't natively support it.

* Update dotnet/src/Microsoft.Agents.AI/StructuredOutput/StructuredOutputAgentResponse.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* Update dotnet/samples/GettingStarted/Agents/Agent_Step05_StructuredOutput/Program.cs

Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

* address pr review feedback

---------

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* .NET: Support primitives and arrays for SO (#3696)

* wrap primitives and arrays

* fix file encoding

* address review comments

* add adr

* add missed change

* fix compilation issue

* address review comments

* rename adr file name

* reflect decision to have SO decorator as a reference implementation in samples

* .NET: Move SO agent to samples (#3820)

* move SO agent to samples

* change file encoding

* fix files encoding

* .NET: Preserve caller context (#3803)

* fix stuck orchestration

* add previously removed RunAsync<T> method to DurableAIAgent

* suppress IDE0005 warning

* update changelog and remove unused constructor of AgentResponse<T>

* updatge the changelog

* address PR review feedback

* .NET: Disable irrelevant integration test (#3913)

* disable irrelevant integration test

* Update dotnet/tests/AzureAI.IntegrationTests/AIProjectClientAgentStructuredOutputRunTests.cs

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

---------

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* forgotten change

* address pr review feedback

* disable intermittently failing integration test.

---------

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Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>

SergeyMenshykh · 2026-02-13 17:03:51 +00:00

9506fb28f6

.NET: [BREAKING] Add session StateBag for state storage and support multiple providers on the Agent (#3806 )

* .NET: [BREAKING] Add session statebag to use for state storage instead of inside providers (#3737)

* Add a StateBag to AgentSession and pass Agent and AgentSession to AIContextProvider and ChatHistoryProviders

* Convert all AIContextProviders to use the statebag

* Update InMemoryChatHistoryProvider to use StateBag

* Update Comsos and Workflow ChatHistoryProviders

* Update 3rd party chat history storage sample.

* Remove serialize method from providers

* Replacing provider factories with properties

* Remove Providers from Session and flatten state bag serialization

* Update samples to use getservice on agent

* Updated additional session types to serialize statebag

* Fix regression

* Address PR comments

* Address PR comments.

* Fix formatting

* Fix unit tests

* Remove InMemoryAgentSession since it is not required anymore.

* Address PR comments

* Convert sessions for A2AAgent, ChatClientAgent, CopilotStudioAgent and GithubCopilotAgent to use regular json serialization.

* Fix durable agent session jso usgae

* Add jso to InMemory and Workflow ChatHistoryProviders

* Update InMemoryChatHistoryProvider to use an options class for it's many optional settings.

* Apply suggestions from code review

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

* Address PR feedback

* Fix verification bug.

* Improve state bag thread safety

* Address PR comments and fix unit tests

* Address PR comments

* Fix unit test

---------

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

* Add a public StateKey property to providers (#3810)

* .NET: [BREAKING] Update providers in such a way that they can participate in a pipeline (#3846)

* Make providers pipeline capable

* Fix unit tests

* Move source stamping to providers from base class

* Also update samples.

* Address PR comments

* Rename AsAgentRequestMessageSourcedMessage to WithAgentRequestMessageSource

* .NET: [BREAKING] Add consistent message filtering to all providers. (#3851)

* Add consistent message filtering to all providers.

* Remove old chat history filtering classes

* Fix merge issues

* Fix unit test

* Enforce non-nullable property

* Fix merging bug and make troubleshooting source info easier by adding tostring implementation

* .NET: [BREAKING] Add support for multiple AIContextProviders on a ChatClientAgent (#3863)

* Add support for multiple AIContextProviders on a ChatClientAgent

* Address PR comments and fix tests

* Address PR comments.

* .NET: [BREAKING]Delay AIContext Materialization until the end of the pipeline is reached. (#3883)

* Delay AIContext Materialization until the end of the pipeline is reached.

* Address PR comments.

* Address PR comments

* Modify InvokedContext to be immutable (#3888)

* .NET: Address Feedback on StateBag feature branch PR (#3910)

* Address Feedback on statebag feature branch PR

* Update dotnet/src/Microsoft.Agents.AI.DurableTask/CHANGELOG.md

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

* Address PR comments

---------

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---------

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westey · 2026-02-13 14:08:07 +00:00

3168eb4870

Python: Replace wildcard imports with explicit imports (#3908 )

* Python: Replace wildcard imports with explicit imports

- Replace all 'from ... import *' with explicit symbol imports
- Add __all__ declarations to namespace packages for re-exports
- Update CODING_STANDARD.md to prohibit wildcard imports
- Maintain exported API and preserve all functionality

fixes #3605

* Refine wildcard guidance example text

* Simplify explicit exports without self-aliases

Eduard van Valkenburg · 2026-02-13 14:02:36 +00:00

4452997e8d

Add memory run snippet tag for docs extraction (#3921 )

Eduard van Valkenburg · 2026-02-13 13:56:19 +00:00

a39fd69f76

Add default in-memory history provider for workflow agents (#3918 )

Eduard van Valkenburg · 2026-02-13 13:55:39 +00:00

f3ea872156

Python: fix: prevent repeating instructions in continued Responses API conversations (#3909 )

* fix: prevent repeating instructions in continued Responses API conversations

- Instructions are now only prepended to messages on the first turn
- When conversation_id/response_id exists (continuation), instructions are skipped
- Covers OpenAI and Azure Responses API paths
- Adds regression tests for all continuation scenarios

Fixes #3498

* Apply lint fixes to continuation tests

* Consolidate responses continuation tests

Eduard van Valkenburg · 2026-02-13 13:34:15 +00:00

e9b3a5bbc7

.NET Workflows - Rename agent-provider and add comments (Declarative Workflows) (#3895 )

* Renamed with comments

* Fix rename arcs

* Integration tests

Chris · 2026-02-13 03:21:41 +00:00

77e90e6013

update package versions (#3902 )

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Giles Odigwe · 2026-02-13 00:00:57 +00:00

python-1.0.0b260212 65e77e52af

1470 Commits