29 Commits

• Python: add ag-ui tool result display channel (#5762)

  * Python: add ag-ui tool result display channel
  
  Key decisions:
  - Add TOOL_RESULT_DISPLAY_KEY and make state_update accept optional state plus a tool_result display payload.
  - Keep text as the LLM-bound tool result while using the display marker only for ToolCallResultEvent.content.
  - Reuse one outer/inner Content additional_properties extraction helper for state and display markers, preserving fallback behavior when display is absent.
  
  Files changed:
  - python/packages/ag-ui/agent_framework_ag_ui/_state.py
  - python/packages/ag-ui/agent_framework_ag_ui/_run_common.py
  - python/packages/ag-ui/tests/ag_ui/test_run_common.py
  - python/packages/ag-ui/tests/ag_ui/golden/test_scenario_deterministic_state.py
  - python/issues/done/01-tool-result-display-channel.md
  
  Blockers/notes:
  - Slice 1 is complete and moved to issues/done.
  - Slice 2 remains for docstring and README documentation.
  
  * Python: document ag-ui tool result display channel
  
  Key decisions:
  - Document state_update as the single helper for LLM text, UI-only tool_result display content, and durable shared state.
  - Keep the display guidance explicit that text remains LLM-bound while tool_result feeds ToolCallResultEvent.content.
  - List both reserved additional_properties markers in the docstring return contract.
  
  Files changed:
  - python/packages/ag-ui/agent_framework_ag_ui/_state.py
  - python/packages/ag-ui/README.md
  - python/issues/done/02-docs-tool-result-display.md
  
  Blockers/notes:
  - Slice 2 is complete and moved to issues/done.
  - Verification passed: uv run poe syntax -P ag-ui --check; uv run poe test -P ag-ui; uv run poe markdown-code-lint; uv run ruff check packages/ag-ui/agent_framework_ag_ui/_state.py.
  - Commit hooks were skipped after poe-check repeatedly rewrote uv.lock ordering; the same checks were run manually and passed.
  
  * Python: update gitignore

  Evan Mattson · 2026-05-12 22:12:04 +00:00
  15a11a426a
• Python: [BREAKING] Standardize orchestration terminal outputs as AgentResponse (#5301)

  * Fix orchestration outputs so as_agent() returns the final answer only. Align other orchestration outputs
  
  * Fix orchestration output issues from review comments
  
  1. Sample cleanup: Remove commented-out FoundryChatClient block and update
     prerequisites to reference OPENAI_CHAT_MODEL_ID instead of FOUNDRY_* vars.
  
  2. Sequential approval output: Change _EndWithConversation.end_with_agent_executor_response
     from a no-op sink to yield response.agent_response. When the last participant is
     AgentApprovalExecutor (via with_request_info), _EndWithConversation is the output
     executor so the yield produces the terminal answer. When the last participant is a
     regular AgentExecutor, _EndWithConversation is not in output_executors so the yield
     is silently filtered out.
  
  3. Forward data events through WorkflowExecutor: _process_workflow_result now also
     forwards 'data' events from sub-workflows so that emit_intermediate_data=True on
     AgentExecutor works correctly when wrapped in AgentApprovalExecutor.
  
  4. Concurrent docstring: Update _AggregateAgentConversations docstring to say
     'deterministic participant order' instead of 'completion order'.
  
  5. Add test_concurrent_intermediate_outputs_emits_data_events verifying that
     ConcurrentBuilder(intermediate_outputs=True) emits per-participant data events
     alongside the single aggregated output event.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add tests for sequential workflow with_request_info and intermediate_outputs (#5301)
  
  Address PR review comments 2, 3, and 5:
  
  - Add test_sequential_request_info_last_participant_emits_output:
    Verifies that when the last participant is wrapped via with_request_info()
    (AgentApprovalExecutor), the workflow still emits a terminal output after
    approval, exercising the _EndWithConversation.end_with_agent_executor_response
    fallback path.
  
  - Add test_sequential_request_info_with_intermediate_outputs_emits_data_events:
    Verifies that emit_intermediate_data=True works correctly through
    AgentApprovalExecutor wrapping—WorkflowExecutor._process_result already
    forwards data events from sub-workflows, so intermediate agent responses
    surface as data events in the parent workflow.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix pyright type errors from AgentResponse output refactor (#5301)
  
  Update cast() calls in _group_chat.py and _magentic.py to use
  WorkflowContext[Never, AgentResponse] instead of the old
  WorkflowContext[Never, list[Message]], matching the updated method
  signatures in _base_group_chat_orchestrator.py.
  
  Fix _sequential.py _EndWithConversation.end_with_agent_executor_response
  to declare WorkflowContext[Any, AgentResponse] so yield_output accepts
  AgentResponse[None].
  
  Fix _workflow_executor.py data event forwarding to handle nullable
  executor_id.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix pyright reportUnknownVariableType in _agent.py (#5301)
  
  Extract event.data into a typed local variable before the isinstance
  check to avoid pyright narrowing it to AgentResponse[Unknown].
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix pyright reportMissingImports for orjson in file history samples (#5301)
  
  Add pyright: ignore[reportMissingImports] to orjson imports that are
  already guarded by try/except ImportError, matching the existing pattern
  used elsewhere in the samples.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address review feedback for #5301: review comment fixes
  
  * Address review feedback for #5301: review comment fixes
  
  * Revert sequential_workflow_as_agent sample to FoundryChatClient
  
  Reverts the mistaken switch from FoundryChatClient to OpenAIChatClient
  in the sequential workflow as agent sample.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address ultrareview feedback: emit_data_events rename + WorkflowAgent reasoning conversion
  
  Layered on top of the prior review-feedback work in this branch.
  
  Renames:
  - AgentExecutor.emit_intermediate_data -> emit_data_events (mechanical
    rename; orchestration semantics live at the orchestration layer, not
    the general-purpose executor). Forwarded through MagenticAgentExecutor,
    AgentApprovalExecutor, and all orchestration call sites.
  - HandoffAgentExecutor._check_terminate_and_yield -> _should_terminate
    (pure predicate; no longer yields anything). HandoffBuilder docstring
    rewritten to describe the new per-agent AgentResponse output contract.
  
  WorkflowAgent reasoning-content conversion:
  - Add _rewrite_text_to_reasoning(contents) and _msg_as_reasoning(msg)
    helpers; the as_agent() path now reframes text content from data events
    as text_reasoning Content blocks before merging into the AgentResponse.
  - Consumers iterate msg.contents and branch on content.type — same path
    they already use for Claude thinking and OpenAI reasoning. No new
    field on Message/AgentResponse/WorkflowEvent.
  - Streaming branch constructs fresh AgentResponseUpdate instances instead
    of mutating shared payloads (regression test added).
  - Helper _msg_maybe_reasoning consolidates the conditional rewrite at
    three call sites in the non-streaming conversion.
  
  Tests:
  - TestWorkflowAgentReasoningHelpers + TestWorkflowAgentDataEventReasoningConversion
    add 9 new tests covering helpers, non-streaming, streaming, mixed content,
    already-reasoning passthrough, and mutation-safety regression.
  - Updated test_sequential_as_agent_with_intermediate_outputs_includes_chain
    to assert text_reasoning content for intermediate agents.
  
  * Fix pyright: widen event.data to Any to avoid partial-unknown narrowing
  
  The streaming conversion path narrowed event.data via isinstance against
  generic AgentResponse, producing AgentResponse[Unknown] and tripping
  reportUnknownVariableType/reportUnknownMemberType. Binding data: Any
  before the check keeps runtime behavior identical while restoring a fully
  known type for downstream access.
  
  * Clean up design
  
  * Scope to agent output semantics only
  
  * yield AgentResponseUpdate streaming, AgentResponse non-streaming
  
  * Fix mypy/pyright: widen cast types at GroupChat callsites
  
  Eight callsites in _group_chat.py still cast to WorkflowContext[Never,
  AgentResponse] but the base orchestrator methods now accept the wider
  WorkflowContext[Never, AgentResponse | AgentResponseUpdate] (mode-aware
  yields). W_OutT is invariant, so the narrower cast is not assignable.
  Magentic was widened in the same commit; this catches the GroupChat
  callsites that were missed.
  
  * Python: skip flaky Foundry / Foundry Hosting integration tests (#5553)
  
  These two integration tests have been failing in the merge queue across
  multiple unrelated PRs (5301, 5531). Both are marked `@pytest.mark.flaky`
  with 3 retries, but all attempts fail back-to-back. Skipping both with a
  reason pointing to #5553 so they can be fixed properly without continuing
  to block unrelated merges.
  
  - packages/foundry_hosting/tests/test_responses_int.py::TestOptions::test_temperature_and_max_tokens
  - packages/foundry/tests/foundry/test_foundry_embedding_client.py::TestFoundryEmbeddingIntegration::test_text_embedding_live
  
  Also includes a one-line uv.lock specifier-ordering normalization
  auto-applied by the poe-check pre-commit hook.
  
  ---------
  
  Co-authored-by: Copilot <copilot@github.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Evan Mattson · 2026-04-29 00:35:36 +00:00
  866a325b48
• .NET [WIP] Foundry Hosted Agents Support (#5312)

  * Add Azure AI Foundry Responses hosting adapter
  
  Implement Microsoft.Agents.AI.Hosting.AzureAIResponses to host agent-framework
  AIAgents and workflows within Azure Foundry as hosted agents via the
  Azure.AI.AgentServer.Responses SDK.
  
  - AgentFrameworkResponseHandler: bridges ResponseHandler to AIAgent execution
  - InputConverter: converts Responses API inputs/history to MEAI ChatMessage
  - OutputConverter: converts agent response updates to SSE event stream
  - ServiceCollectionExtensions: DI registration helpers
  - 336 unit tests across net8.0/net9.0/net10.0 (112 per TFM)
  - ResponseStreamValidator: SSE protocol validation tool for samples
  - FoundryResponsesHosting sample app
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bump System.ClientModel to 1.10.0 for Azure.Core 1.52.0 compat
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Clean up tests and sample formatting
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Update Azure.AI.AgentServer packages to 1.0.0-alpha.20260401.5
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add hosted package version suffix (0.9.0-hosted) to distinguish from mainline
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Move Foundry Responses hosting into Microsoft.Agents.AI.Foundry package
  
  Move source and test files from the standalone Hosting.AzureAIResponses project
  into the Foundry package under a Hosting/ subfolder. This consolidates the
  Foundry-specific hosting adapter into the main Foundry package.
  
  - Source: Microsoft.Agents.AI.Foundry.Hosting namespace
  - Tests: merged into Foundry.UnitTests/Hosting/
  - Conditionally compiled for .NETCoreApp TFMs only (net8.0+)
  - Deleted standalone Hosting.AzureAIResponses project and test project
  - Updated sample and solution references
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bump package version to 0.9.0-hosted.260402.2
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bump OpenTelemetry packages to fix NU1109 downgrade errors
  
  - OpenTelemetry/Api/Exporter.Console/Exporter.InMemory: 1.13.1 -> 1.15.0
  - OpenTelemetry.Exporter.OpenTelemetryProtocol: already 1.15.0
  - OpenTelemetry.Extensions.Hosting: already 1.14.0
  - OpenTelemetry.Instrumentation.AspNetCore/Http: already 1.14.0
  - OpenTelemetry.Instrumentation.Runtime: 1.13.0 -> 1.14.0
  - Azure.Monitor.OpenTelemetry.Exporter: 1.4.0 -> 1.5.0
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CA1873: guard LogWarning with IsEnabled check
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix model override bug and add client REPL sample
  
  - InputConverter: stop propagating request.Model to ChatOptions.ModelId
    Hosted agents use their own model; client-provided model values like
    'hosted-agent' were being passed through and causing server errors.
  - Add FoundryResponsesRepl sample: interactive CLI client that connects
    to a Foundry Responses endpoint using ResponsesClient.AsAIAgent()
  - Bump package version to 0.9.0-hosted.260403.1
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Catch agent errors and emit response.failed with real error message
  
  Previously, unhandled exceptions from agent execution would bubble up
  to the SDK orchestrator, which emits a generic 'An internal server
  error occurred.' message — hiding the actual cause (e.g., 401 auth
  failures, model not found, etc.).
  
  Now AgentFrameworkResponseHandler catches non-cancellation exceptions
  and emits a proper response.failed event containing the real error
  message, making it visible to clients and in logs.
  
  OperationCanceledException still propagates for proper cancellation
  handling by the SDK.
  
  Also bumps package version to 0.9.0-hosted.260403.2.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Renaming and merging hosting extensions. (#5091)
  
  * Rename AddAgentFrameworkHandler to AddFoundryResponses and add MapFoundryResponses
  
  - Rename extension methods: AddAgentFrameworkHandler -> AddFoundryResponses, MapAgentFrameworkHandler -> MapFoundryResponses
  - AddFoundryResponses now calls AddResponsesServer() internally
  - Add MapFoundryResponses() extension on IEndpointRouteBuilder
  - Update sample and tests to use new API names
  - Remove redundant AddResponsesServer() and /ready endpoint from sample
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fixing numbering in sample.
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address breaking changes in 260408
  
  * Bump hosted internal package version
  
  * Add UserAgent middleware tests for Foundry hosting
  
  * Hosting Samples update
  
  * Hosting Samples update
  
  * Hosting Samples update
  
  * Hosting Samples update
  
  * ChatClientAgent working
  
  * Adding SessionStorage and SessionManagement, improving samples to align Consumption vs Hosting
  
  * Using updates
  
  * Update chat client agent for contributor and devs
  
  * Foundry Agent Hosting
  
  * Address text rag sample working
  
  * Version bump
  
  * Adding LocalTools + Workflow samples
  
  * Removing extra using samples
  
  * Add Hosted-McpTools sample with dual MCP pattern
  
  Demonstrates two MCP integration layers in a single hosted agent:
  - Client-side MCP: McpClient connects to Microsoft Learn, agent handles
    tool invocations locally (docs_search, code_sample_search, docs_fetch)
  - Server-side MCP: HostedMcpServerTool delegates tool discovery and
    invocation to the LLM provider (Responses API), no local connection
  
  Includes DevTemporaryTokenCredential for Docker local debugging,
  Dockerfile.contributor for ProjectReference builds, and the openai/v1
  route mapping for AIProjectClient compatibility in Development mode.
  
  * .NET: Bump Azure.AI.AgentServer packages to 1.0.0-beta.1/beta.21 and fix br… (#5287)
  
  * Bump Azure.AI.AgentServer packages to 1.0.0-beta.1/beta.21 and fix breaking API changes
  
  - Azure.AI.AgentServer.Core: 1.0.0-beta.11 -> 1.0.0-beta.21
  - Azure.AI.AgentServer.Invocations: 1.0.0-alpha.20260408.4 -> 1.0.0-beta.1
  - Azure.AI.AgentServer.Responses: 1.0.0-alpha.20260408.4 -> 1.0.0-beta.1
  - Azure.Identity: 1.20.0 -> 1.21.0 (transitive requirement)
  - Azure.Core: 1.52.0 -> 1.53.0 (transitive requirement)
  - Remove azure-sdk-for-net dev feed (packages now on nuget.org)
  - Fix OutputConverter for new builder API (auto-tracked children, split EmitTextDone/EmitDone)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fixing small issues.
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add Azure AI Foundry Responses hosting adapter
  
  Implement Microsoft.Agents.AI.Hosting.AzureAIResponses to host agent-framework
  AIAgents and workflows within Azure Foundry as hosted agents via the
  Azure.AI.AgentServer.Responses SDK.
  
  - AgentFrameworkResponseHandler: bridges ResponseHandler to AIAgent execution
  - InputConverter: converts Responses API inputs/history to MEAI ChatMessage
  - OutputConverter: converts agent response updates to SSE event stream
  - ServiceCollectionExtensions: DI registration helpers
  - 336 unit tests across net8.0/net9.0/net10.0 (112 per TFM)
  - ResponseStreamValidator: SSE protocol validation tool for samples
  - FoundryResponsesHosting sample app
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bump System.ClientModel to 1.10.0 for Azure.Core 1.52.0 compat
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Clean up tests and sample formatting
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Update Azure.AI.AgentServer packages to 1.0.0-alpha.20260401.5
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add hosted package version suffix (0.9.0-hosted) to distinguish from mainline
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Move Foundry Responses hosting into Microsoft.Agents.AI.Foundry package
  
  Move source and test files from the standalone Hosting.AzureAIResponses project
  into the Foundry package under a Hosting/ subfolder. This consolidates the
  Foundry-specific hosting adapter into the main Foundry package.
  
  - Source: Microsoft.Agents.AI.Foundry.Hosting namespace
  - Tests: merged into Foundry.UnitTests/Hosting/
  - Conditionally compiled for .NETCoreApp TFMs only (net8.0+)
  - Deleted standalone Hosting.AzureAIResponses project and test project
  - Updated sample and solution references
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bump package version to 0.9.0-hosted.260402.2
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bump OpenTelemetry packages to fix NU1109 downgrade errors
  
  - OpenTelemetry/Api/Exporter.Console/Exporter.InMemory: 1.13.1 -> 1.15.0
  - OpenTelemetry.Exporter.OpenTelemetryProtocol: already 1.15.0
  - OpenTelemetry.Extensions.Hosting: already 1.14.0
  - OpenTelemetry.Instrumentation.AspNetCore/Http: already 1.14.0
  - OpenTelemetry.Instrumentation.Runtime: 1.13.0 -> 1.14.0
  - Azure.Monitor.OpenTelemetry.Exporter: 1.4.0 -> 1.5.0
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CA1873: guard LogWarning with IsEnabled check
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix model override bug and add client REPL sample
  
  - InputConverter: stop propagating request.Model to ChatOptions.ModelId
    Hosted agents use their own model; client-provided model values like
    'hosted-agent' were being passed through and causing server errors.
  - Add FoundryResponsesRepl sample: interactive CLI client that connects
    to a Foundry Responses endpoint using ResponsesClient.AsAIAgent()
  - Bump package version to 0.9.0-hosted.260403.1
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Catch agent errors and emit response.failed with real error message
  
  Previously, unhandled exceptions from agent execution would bubble up
  to the SDK orchestrator, which emits a generic 'An internal server
  error occurred.' message — hiding the actual cause (e.g., 401 auth
  failures, model not found, etc.).
  
  Now AgentFrameworkResponseHandler catches non-cancellation exceptions
  and emits a proper response.failed event containing the real error
  message, making it visible to clients and in logs.
  
  OperationCanceledException still propagates for proper cancellation
  handling by the SDK.
  
  Also bumps package version to 0.9.0-hosted.260403.2.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Renaming and merging hosting extensions. (#5091)
  
  * Rename AddAgentFrameworkHandler to AddFoundryResponses and add MapFoundryResponses
  
  - Rename extension methods: AddAgentFrameworkHandler -> AddFoundryResponses, MapAgentFrameworkHandler -> MapFoundryResponses
  - AddFoundryResponses now calls AddResponsesServer() internally
  - Add MapFoundryResponses() extension on IEndpointRouteBuilder
  - Update sample and tests to use new API names
  - Remove redundant AddResponsesServer() and /ready endpoint from sample
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fixing numbering in sample.
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address breaking changes in 260408
  
  * Bump hosted internal package version
  
  * Add UserAgent middleware tests for Foundry hosting
  
  * Hosting Samples update
  
  * Hosting Samples update
  
  * Hosting Samples update
  
  * Hosting Samples update
  
  * ChatClientAgent working
  
  * Adding SessionStorage and SessionManagement, improving samples to align Consumption vs Hosting
  
  * Using updates
  
  * Update chat client agent for contributor and devs
  
  * Foundry Agent Hosting
  
  * Address text rag sample working
  
  * Version bump
  
  * Adding LocalTools + Workflow samples
  
  * Removing extra using samples
  
  * Add Hosted-McpTools sample with dual MCP pattern
  
  Demonstrates two MCP integration layers in a single hosted agent:
  - Client-side MCP: McpClient connects to Microsoft Learn, agent handles
    tool invocations locally (docs_search, code_sample_search, docs_fetch)
  - Server-side MCP: HostedMcpServerTool delegates tool discovery and
    invocation to the LLM provider (Responses API), no local connection
  
  Includes DevTemporaryTokenCredential for Docker local debugging,
  Dockerfile.contributor for ProjectReference builds, and the openai/v1
  route mapping for AIProjectClient compatibility in Development mode.
  
  * Bump Azure.AI.AgentServer packages to 1.0.0-beta.1/beta.21 and fix breaking API changes
  
  - Azure.AI.AgentServer.Core: 1.0.0-beta.11 -> 1.0.0-beta.21
  - Azure.AI.AgentServer.Invocations: 1.0.0-alpha.20260408.4 -> 1.0.0-beta.1
  - Azure.AI.AgentServer.Responses: 1.0.0-alpha.20260408.4 -> 1.0.0-beta.1
  - Azure.Identity: 1.20.0 -> 1.21.0 (transitive requirement)
  - Azure.Core: 1.52.0 -> 1.53.0 (transitive requirement)
  - Remove azure-sdk-for-net dev feed (packages now on nuget.org)
  - Fix OutputConverter for new builder API (auto-tracked children, split EmitTextDone/EmitDone)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fixing small issues.
  
  * Fix IDE0009: add 'this' qualification in DevTemporaryTokenCredential
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix IDE0009: add 'this' qualification in all HostedAgentsV2 samples
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CHARSET: add UTF-8 BOM to Hosted-LocalTools and Hosted-Workflows
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix dotnet format: add Async suffix to test methods (IDE1006), fix encoding and style
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Register AgentSessionStore in test DI setups
  
  Add InMemoryAgentSessionStore registration to all ServiceCollection
  setups in AgentFrameworkResponseHandlerTests and WorkflowIntegrationTests.
  This is needed after the AgentSessionStore infrastructure was introduced
  in the responses-hosting feature. Tests still have NotImplementedException
  stubs for CreateSessionCoreAsync which will be fixed when the session
  infrastructure is fully available.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add Invocations protocol samples (hosted echo agent + client) (#5278)
  
  Add Hosted-Invocations-EchoAgent: a minimal echo agent hosted via the
  Invocations protocol (POST /invocations) using AddInvocationsServer and
  MapInvocationsServer, bridged to an Agent Framework AIAgent through a
  custom InvocationHandler.
  
  Add SimpleInvocationsAgent: a console REPL client that wraps HttpClient
  calls to the /invocations endpoint in a custom InvocationsAIAgent,
  demonstrating programmatic consumption of the Invocations protocol.
  
  Both samples default to port 8088 for consistency with other hosted
  agent samples.
  
  * Restructure FoundryHostedAgents samples into invocations/ and responses/
  
  Align dotnet hosted agent samples with the Python side (PR #5281) by
  reorganizing the directory structure:
  
  - Remove HostedAgentsV1 entirely (old API pattern)
  - Split HostedAgentsV2 into invocations/ and responses/ based on protocol
  - Move Using-Samples accordingly (SimpleAgent to responses, SimpleInvocationsAgent to invocations)
  - Update slnx with new project paths and add previously missing invocations projects
  - Update README cd paths from HostedAgentsV2 to invocations or responses
  - Rename .env.local to .env.example to match Python naming convention
  - Fix format violations in newly included invocations projects
  
  * Remove launchSettings, use .env for port configuration
  
  - Delete all launchSettings.json files (port 8088 now comes from ASPNETCORE_URLS in .env)
  - Add DotNetEnv to Hosted-Invocations-EchoAgent so it loads .env like the responses samples
  - Create .env.example for EchoAgent with ASPNETCORE_URLS and ASPNETCORE_ENVIRONMENT
  - Add AGENT_NAME to ChatClientAgent and FoundryAgent .env.example (required by those samples)
  - Add AZURE_BEARER_TOKEN=DefaultAzureCredential to all .env.example files
  - Update DevTemporaryTokenCredential in all 6 samples to treat the sentinel value
    as unavailable, allowing ChainedTokenCredential to fall through to DefaultAzureCredential
  - Update EchoAgent README with Configuration section
  
  * Use placeholder for AGENT_NAME in Hosted-FoundryAgent .env.example
  
  * Move FoundryResponsesHosting to responses/Hosted-WorkflowHandoff, use GetResponsesClient
  
  * Rename Hosted-Workflows to Hosted-Workflow-Simple, Hosted-WorkflowHandoff to Hosted-Workflow-Handoff
  
  * Remove FoundryResponsesRepl and empty FoundryResponsesHosting directory
  
  * Add Dockerfiles, README, agent yamls and bearer token support to Hosted-Workflow-Handoff
  
  - Add Dockerfile and Dockerfile.contributor for Docker-based testing
  - Add agent.yaml and agent.manifest.yaml with triage-workflow as primary agent
  - Add README.md following sibling pattern, noting Azure OpenAI vs Foundry endpoint
  - Add DevTemporaryTokenCredential and ChainedTokenCredential for Docker auth
  - Register triage-workflow as non-keyed default so azd invoke works without model
  - Update .env.example with AZURE_BEARER_TOKEN sentinel
  - Add .gitignore to 04-hosting to suppress VS-generated launchSettings.json
  - Fix docker run image name in Hosted-Workflow-Simple README
  
  * Fix AgentFrameworkResponseHandlerTests: implement session methods in test mock agents
  
  * .NET: Auto-instrument resolved AIAgents with OpenTelemetry for Foundry Hosted Agents (#5316)
  
  * Auto-instrument resolved AIAgents with OpenTelemetry using Core ResponsesSourceName
  
  * Add OTel telemetry capture tests for Foundry hosted agent handler
  
  * Net: Prepare Foundry Preview Release (#5336)
  
  * Prepare Foundry preview release 1.2.0-preview.*
  
  Bump VersionPrefix to 1.2.0 and update the preview stamp date. Invert packaging opt-in so only the Foundry preview set produces NuGet packages:
  
  - Microsoft.Agents.AI.Abstractions
  
  - Microsoft.Agents.AI
  
  - Microsoft.Agents.AI.Workflows
  
  - Microsoft.Agents.AI.Workflows.Generators
  
  - Microsoft.Agents.AI.Foundry
  
  Flip IsReleased=false on the preview set so they pick up the -preview.YYMMDD.N suffix. Gate GeneratePackageOnBuild on IsPackable=true. Remove the global IsPackable=true from nuget-package.props so the repo-level default (false) applies to everything else.
  
  * Lower preview VersionPrefix to 0.0.1
  
  Retroactive preview publish: bump VersionPrefix and GitTag from 1.2.0 to 0.0.1 so the 5 Foundry preview packages emit as 0.0.1-preview.260417.1.
  
  * Net: Publish all packages as 0.0.1-preview.260417.2 (#5341)
  
  Revises the Foundry pre-release approach to publish ALL normally packable src projects as preview packages stamped 0.0.1-preview.260417.2, including projects previously flagged IsReleased=true or with a non-default VersionSuffix (rc/alpha).
  
  nuget-package.props:
  
  - Collapse the four conditional PackageVersion expressions (IsReleaseCandidate, VersionSuffix, default preview, IsReleased stable) into a single unconditional 0.0.1-preview.260417.2. On this preview-only branch every package ships with the same pre-release stamp regardless of per-project flags.
  
  - Restore the global IsPackable=true default (offsetting the repo-wide IsPackable=false in Directory.Build.props). Projects that opt out (Mem0, Declarative) already set IsPackable=false AFTER importing this file so they remain non-packable.
  
  - Remove the IsReleased-gated EnablePackageValidation line. Package validation does not apply to a 0.0.1 preview.
  
  csproj reverts (Abstractions, Agents.AI, Workflows, Workflows.Generators, Foundry):
  
  - Revert the IsPackable=true opt-in block introduced in #5336 (now redundant since the props default is true again).
  
  - Restore IsReleased=true to its pre-PR value. The setting is now a no-op because the props no longer branches on it.
  
  * Bump preview version to 260420.1 and fix AgentServer package deps (#5367)
  
  - Bump PackageVersion to 0.0.1-preview.260420.1
  - Bump Azure.AI.AgentServer.Core beta.21 -> beta.22 (required by
    Azure.AI.AgentServer.Responses beta.3)
  - Replace AgentHostTelemetry.ResponsesSourceName with local constant
    (type made internal in AgentServer.Core beta.22)
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * .NET: Hosted agents toolbox support (#5368)
  
  * feat: Add Foundry Toolbox (MCP) support to AgentFrameworkResponseHandler
  
  Adds support for Foundry Toolsets MCP proxy integration in the hosted agent
  response handler. Toolsets connect at startup via IHostedService, gating the
  readiness probe per spec §3.1. MCP tools are injected into every request's
  ChatOptions and OAuth consent errors (-32006) are intercepted and surfaced as
  mcp_approval_request + incomplete SSE events.
  
  New files:
  - FoundryToolboxOptions.cs: configuration POCO for toolset names and API version
  - FoundryToolboxBearerTokenHandler.cs: DelegatingHandler with Azure Bearer token
    auth, Foundry-Features header injection, and 3x exponential backoff on 429/5xx
  - McpConsentContext.cs: AsyncLocal-based per-request consent state shared between
    the tool wrapper and the response handler
  - ConsentAwareMcpClientTool.cs: AIFunction wrapper that catches -32006 errors and
    signals consent via shared state and linked CancellationTokenSource
  - FoundryToolboxService.cs: IHostedService that creates McpClient per toolset at
    startup and exposes cached tools
  
  Modified files:
  - AgentFrameworkResponseHandler.cs: injects toolbox tools into ChatOptions, sets
    up linked CTS consent interception, emits mcp_approval_request on -32006
  - ServiceCollectionExtensions.cs: adds AddFoundryToolboxes(params string[]) extension
  - Microsoft.Agents.AI.Foundry.csproj: adds ModelContextProtocol and Azure.Identity
    dependencies under NETCoreApp condition
  
  Sample:
  - Hosted-Toolbox: minimal hosted agent sample using AddFoundryToolboxes
  
  * Rename toolset to toolbox in user-facing API; rename ConsentAwareMcpClientTool to ConsentAwareMcpClientAIFunction
  
  * Add HostedMcpToolboxAITool for client-selectable Foundry toolboxes
  
  Introduces HostedMcpToolboxAITool, a marker tool subclassing HostedMcpServerTool that rides the OpenAI Responses 'mcp' wire format to let clients request a specific Foundry toolbox per request.
  
  - New FoundryAITool.CreateHostedMcpToolbox(name, version?) factory.
  
  - FoundryToolboxOptions.StrictMode (default true) rejects unregistered toolboxes; set to false to allow lazy-open on first use.
  
  - FoundryToolboxService.GetToolboxToolsAsync(name, version?) resolves cached or lazy-opened MCP tools.
  
  - AgentFrameworkResponseHandler parses request.Tools for foundry-toolbox://name[?version=v] markers and injects resolved tools per request, merging with pre-registered ones.
  
  - Unit tests for marker parsing and strict-mode resolution.
  
  * Bump Azure.AI.Projects to 2.1.0-alpha; add ToolboxRecord/ToolboxVersion factory overloads + tests
  
  * Fix PR review issues: retry off-by-one, URI encoding, docs, tests, build
  
  - Fix off-by-one in FoundryToolboxBearerTokenHandler retry loop (4 attempts → 3)
  - URI-encode version parameter in HostedMcpToolboxAITool.BuildAddress
  - Add XML doc clarifying version pinning is reserved for future use
  - Add comment clarifying AddHostedService deduplication safety
  - Fix DevTemporaryTokenCredential expiry to use DateTimeOffset.MaxValue
  - Fix AgentCard ambiguity in A2AServer sample with using alias
  - Add 18 new unit tests for retry handler and ReadMcpToolboxMarkers
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * .NET: Hosted agent adapter (#5371)
  
  * Bump preview version to 260420.1 and fix AgentServer package deps
  
  - Bump PackageVersion to 0.0.1-preview.260420.1
  - Bump Azure.AI.AgentServer.Core beta.21 -> beta.22 (required by
    Azure.AI.AgentServer.Responses beta.3)
  - Replace AgentHostTelemetry.ResponsesSourceName with local constant
    (type made internal in AgentServer.Core beta.22)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CA1873: guard LogError with IsEnabled check in FoundryToolboxService
  
  Wrap the LogError call with an IsEnabled(LogLevel.Error) guard to satisfy
  the CA1873 analyzer rule which flags potentially expensive argument
  evaluation when logging is disabled.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * .NET: Hosted agent adapter (#5374)
  
  * Bump preview version to 260420.1 and fix AgentServer package deps
  
  - Bump PackageVersion to 0.0.1-preview.260420.1
  - Bump Azure.AI.AgentServer.Core beta.21 -> beta.22 (required by
    Azure.AI.AgentServer.Responses beta.3)
  - Replace AgentHostTelemetry.ResponsesSourceName with local constant
    (type made internal in AgentServer.Core beta.22)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CA1873: guard LogError with IsEnabled check in FoundryToolboxService
  
  Wrap the LogError call with an IsEnabled(LogLevel.Error) guard to satisfy
  the CA1873 analyzer rule which flags potentially expensive argument
  evaluation when logging is disabled.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bumping NuGet version
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * .NET: Hosted agent adapter (#5406)
  
  * Bump preview version to 260420.1 and fix AgentServer package deps
  
  - Bump PackageVersion to 0.0.1-preview.260420.1
  - Bump Azure.AI.AgentServer.Core beta.21 -> beta.22 (required by
    Azure.AI.AgentServer.Responses beta.3)
  - Replace AgentHostTelemetry.ResponsesSourceName with local constant
    (type made internal in AgentServer.Core beta.22)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CA1873: guard LogError with IsEnabled check in FoundryToolboxService
  
  Wrap the LogError call with an IsEnabled(LogLevel.Error) guard to satisfy
  the CA1873 analyzer rule which flags potentially expensive argument
  evaluation when logging is disabled.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bumping NuGet version
  
  * Restore conditional versioning, remove dev feed, bump Azure.AI.Projects to beta.1
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Hosted agent adapter (#5408)
  
  * Bump preview version to 260420.1 and fix AgentServer package deps
  
  - Bump PackageVersion to 0.0.1-preview.260420.1
  - Bump Azure.AI.AgentServer.Core beta.21 -> beta.22 (required by
    Azure.AI.AgentServer.Responses beta.3)
  - Replace AgentHostTelemetry.ResponsesSourceName with local constant
    (type made internal in AgentServer.Core beta.22)
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix CA1873: guard LogError with IsEnabled check in FoundryToolboxService
  
  Wrap the LogError call with an IsEnabled(LogLevel.Error) guard to satisfy
  the CA1873 analyzer rule which flags potentially expensive argument
  evaluation when logging is disabled.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Bumping NuGet version
  
  * Restore conditional versioning, remove dev feed, bump Azure.AI.Projects to beta.1
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address PR #5312 review comments
  
  - Add comment explaining NU1903 suppression (Microsoft.Bcl.Memory transitive vuln)
  - Remove NU1903 from sample/test projects where not needed
  - Fix Dockerfile ENTRYPOINT mismatch in Hosted-Workflow-Simple
  - Align agent name to 'hosted-workflow-simple' in agent.yaml and README
  - Fix Hosted-McpTools README: replace GitHub PAT refs with Microsoft Learn
  - Fix session persistence: only persist when client provides conversation ID
  - Upgrade IsNullOrEmpty to IsNullOrWhiteSpace for session ID checks
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Split Foundry into stable V1 and preview Hosting package
  
  Extract hosted agent functionality from Microsoft.Agents.AI.Foundry into a
  new Microsoft.Agents.AI.Foundry.Hosting preview package. This resolves NU5104
  build errors caused by the stable Foundry package depending on prerelease
  Azure SDK packages (Azure.AI.AgentServer.Responses, Azure.AI.Projects beta).
  
  Changes:
  - Create Microsoft.Agents.AI.Foundry.Hosting with VersionSuffix=preview,
    targeting .NET Core only (net8.0/9.0/10.0)
  - Move all Hosting/ source files to the new project
  - Move ToolboxRecord/ToolboxVersion overloads to FoundryAIToolExtensions
  - Revert Azure.AI.Projects to 2.0.0 in Directory.Packages.props;
    Hosting uses VersionOverride for 2.1.0-beta.1
  - Clean V1 Foundry csproj: remove beta deps, ASP.NET Core ref, hosting conditionals
  - Update 8 hosted agent sample projects to reference Foundry.Hosting
  - Split unit tests: ToolboxRecord/ToolboxVersion tests moved to Hosting/
  - Add Foundry.Hosting to solution file
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address PR review comments: experimental attrs, doc fixes, token propagation
  
  - Add [Experimental(OPENAI001)] to all 7 public Hosting types per reviewer request
  - Fix McpConsentContext XML doc: 'Thread-static' -> 'Async-local' (AsyncLocal
    flows with ExecutionContext, not thread-static)
  - Expand UserAgentMiddleware test regex to match prerelease versions (e.g. 1.0.0-rc.4)
  - Propagate CancellationToken in AgentFrameworkResponseHandler session save
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Remove unnecessary MEAI001 suppression from stable Foundry package
  
  MEAI001 was a leftover from when Hosting code lived in the same project.
  The stable V1 Foundry package builds clean without it, and suppressing
  experimental diagnostics in a released package can hide unintentional
  exposure of experimental APIs to consumers.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Add Foundry.Hosting to release solution filter
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>

  Roger Barreto · 2026-04-21 20:25:10 +00:00
  f2b215a2f6
• Python: Add support for Foundry Toolboxes (#5346)

  * Add support for the Foundry Toolbox in MAF
  
  Introduces a Foundry Toolbox integration: FoundryChatClient gains a
  get_toolbox() helper plus select_toolbox_tools(), normalize_tools in
  the core package flattens tool-collection wrappers (ToolboxVersionObject
  and generic iterables, while leaving Pydantic BaseModel instances
  alone), and the new agent_framework.foundry namespace re-exports the
  toolbox helpers. Ships with unit tests, a sample, and a design doc.
  
  azure-ai-projects is pinned to the public >=2.0.0,<3.0 range and the
  lockfile resolves from public PyPI. The toolbox test module skips when
  Toolbox* types are unavailable so CI stays green until the public 2.1.0
  SDK lands. OMC tooling directories (.omc/, .omx/) are gitignored.
  
  * Update to latest azure ai projects package
  
  * Improve sample
  
  * Rename ADR to 0025
  
  * Update ADR
  
  * Apply suggestion from @alliscode
  
  Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>
  
  * Improve samples
  
  * Update test
  
  ---------
  
  Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>

  Evan Mattson · 2026-04-20 23:56:01 +00:00
  04aaf0c1fe
• .NET: Features/3768-devui-aspire-integration (#3771)

  * adds devui integration and samples
  
  * adds unit tests for devui integration
  
  * fix: correct formatting of copyright notice in unit test files
  
  * fixes formatting issues
  
  * fixes build for net8 target
  
  * fixes formatting errors on test apphost
  
  * adds copyright notice to multiple files and removes unnecessary using directives
  
  * Update dotnet/aspire-integration/Aspire.Hosting.AgentFramework.DevUI/DevUIAggregatorHostedService.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/aspire-integration/Aspire.Hosting.AgentFramework.DevUI/DevUIAggregatorHostedService.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/tests/Aspire.Hosting.AgentFramework.DevUI.UnitTests/Aspire.Hosting.AgentFramework.DevUI.UnitTests.csproj
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/samples/DevUIIntegration/DevUIIntegration.AppHost/DevUIIntegration.AppHost.csproj
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/aspire-integration/Aspire.Hosting.AgentFramework.DevUI/DevUIAggregatorHostedService.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Refactor project files to use TargetFrameworks instead of TargetFramework for multi-targeting support; add optional port property to DevUIResource class.
  
  * Add unit tests for DevUIAggregatorHostedService; refactor project files for TargetFrameworks support
  
  * Refactor project files to use TargetFrameworks for multi-targeting support in DevUIIntegration samples
  
  * Remove unnecessary using directive for Aspire.Hosting in DevUIAggregatorHostedServiceTests
  
  * merge
  
  * fixes Conversation routing for non-first backends
  
  * add documentation for devui integration sample
  
  * update project references in solution file for improved integration
  
  * fixes package versions post merge
  
  * move Aspire.Hosting.AgentFramework.DevUI to dotnet/src
  
  Move the project from aspire-integration/ to src/ to be consistent
  with the location of all other projects in the repo.
  
  * move DevUI sample to samples/05-end-to-end/DevUIAspireIntegration
  
  Move the sample from samples/DevUIIntegration/ to
  samples/05-end-to-end/DevUIAspireIntegration/ to match the location
  of other end-to-end samples.
  
  * remove unnecessary net472 framework condition from sample csproj files
  
  These projects only target net10.0, so the
  Condition="'$(TargetFramework)' != 'net472'" on ItemGroup is unnecessary.
  
  * update sample model name from gpt-4.1 to gpt-5.4
  
  Use a more up-to-date model name in the DevUI integration samples.
  
  * Revert "remove unnecessary net472 framework condition from sample csproj files"
  
  This reverts commit 08cf41253b.
  
  * fix: use TargetFrameworks to override multi-targeting from Directory.Build.props
  
  The parent Directory.Build.props sets TargetFrameworks to net10.0;net472,
  which overrides the singular TargetFramework in each csproj. Use the plural
  TargetFrameworks property set to net10.0 only to properly override it, and
  remove the now-unnecessary net472 condition on ItemGroup.
  
  * fixes aspire config
  
  * fix: update Microsoft.Extensions packages to version 10.0.1
  
  * Address Copilot review feedback on DevUI Aspire integration
  
  - Fix request body dropping in ProxyConversationsAsync: always read the
    body when ContentLength > 0 before routing, then pass it through to
    all proxy calls (previously null was passed when backend was resolved
    from query param or conversation map)
  - Fix resource leak: dispose aggregator on startup failure in catch block
  - Fix XML docs: accurately describe embedded resource serving behavior
  - Remove reflection from DevUIResourceTests (InternalsVisibleTo already set)
  - Make sensitive telemetry conditional on Development environment in samples
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * fix: update chat client version to gpt41 in both EditorAgent and WriterAgent
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Tommaso Stocchi · 2026-04-20 11:12:54 +00:00
  60af59ba8b
• Python: Stop emitting duplicate reasoning content from OpenAI response.reasoning_text.done and response.reasoning_summary_text.done events (#5162)

  * Fix reasoning text done events duplicating streamed delta content (#5157)
  
  The OpenAI Responses API sends both reasoning_text.delta (incremental
  chunks) and reasoning_text.done (full accumulated text) events. The
  chat client was emitting Content for both, causing ag-ui to append the
  full done text onto already-accumulated delta text, producing
  duplicated reasoning output.
  
  Stop emitting Content for reasoning_text.done and
  reasoning_summary_text.done events, matching how output_text.done is
  already handled (not emitted). The deltas contain all the content;
  the done event is redundant.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * fix(openai): emit reasoning done content as fallback when no deltas observed (#5157)
  
  Address PR review feedback:
  - Track item_ids that received reasoning deltas via seen_reasoning_delta_item_ids set
  - Emit content from done events only when no deltas were received for the
    item_id, preventing silent content loss on stream resumption
  - Add comment documenting code_interpreter done event asymmetry
  - Replace redundant ag-ui test with deduplication-focused test
  - Add integration test for delta+done sequence in OpenAI chat client tests
  - Add fallback path tests for done events without preceding deltas
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address review feedback for #5157: Python: [Bug]: "type": "response.reasoning_text.delta" and "response.reasoning_text.done" both get exposed as "text_reasoning"
  
  * Fix AG-UI reasoning streaming to use proper Start/End pattern (#5157)
  
  _emit_text_reasoning now follows the same streaming pattern as _emit_text:
  - Emits ReasoningStartEvent/ReasoningMessageStartEvent only on the first
    delta for a given message_id
  - Emits only ReasoningMessageContentEvent for subsequent deltas
  - Defers ReasoningMessageEndEvent/ReasoningEndEvent until
    _close_reasoning_block is called (on content type switch or end-of-run)
  
  This produces the correct protocol pattern:
    ReasoningStartEvent
      ReasoningMessageStartEvent
      ReasoningMessageContentEvent(delta1)
      ReasoningMessageContentEvent(delta2)
      ReasoningMessageEndEvent
    ReasoningEndEvent
  
  Instead of wrapping every delta in a full Start→End sequence.
  
  Backward compatibility is preserved: calling _emit_text_reasoning without
  a flow argument still produces the full sequence per call.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix import ordering lint error in AG-UI test file (#5157)
  
  Move inline import of TextMessageContentEvent to the top-level import
  block and ensure alphabetical ordering to satisfy ruff I001 rule.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Fix mypy error: rename loop variable to avoid type conflict with WorkflowEvent
  
  The 'event' variable was already typed as WorkflowEvent[Any] from the
  async for loop at line 590. Reusing it in the _close_reasoning_block
  loop (which returns list[BaseEvent]) caused an incompatible assignment
  error. Renamed to 'reasoning_evt' to avoid the conflict.
  
  Fixes #5162
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Address review feedback for #5157: review comment fixes
  
  * narrow test result reporting to explicit pytest JUnit XML
  
  * Fix test args
  
  * Fix pytest-results-action in merge workflow and remove committed test artifacts
  
  Apply the same JUnit XML fix from python-tests.yml to python-merge-tests.yml:
  add --junitxml=pytest.xml to all test commands and narrow the results action
  path from ./python/**.xml to ./python/pytest.xml. Also remove accidentally
  committed pytest.xml and python-coverage.xml and add them to .gitignore.
  
  ---------
  
  Co-authored-by: Copilot <copilot@github.com>
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Evan Mattson · 2026-04-09 22:44:59 +00:00
  5e8fe0be1f
• .NET: skill as class (#5027)

  * add class-based skills
  
  * address formating issues
  
  * Remove generated filtered-unit.slnx and add to .gitignore
  
  The filtered solution file is generated dynamically by
  eng/scripts/New-FilteredSolution.ps1 during CI. Checking it in
  risks it becoming stale and out-of-sync with the real solution.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Remove generated filtered-unit.slnx and add to .gitignore
  
  The filtered solution file is generated dynamically by
  eng/scripts/New-FilteredSolution.ps1 during CI. Checking it in
  risks it becoming stale and out-of-sync with the real solution.
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * consolidate DI samples into one
  
  * fix file encoding
  
  * suppress compatibility warning
  
  ---------
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  SergeyMenshykh · 2026-04-03 11:27:36 +00:00
  3fc1d00026
• Python: chore(python): improve dependency range automation (#4343)

  * chore(python): improve dependency range automation
  
  - tighten dependency bounds and coding standards guidance\n- add dependency range validation workflow, reporting, and issue automation\n- update related tests and dependency pins for compatibility
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * updated text and pyarrow
  
  * new lock
  
  * fixed workflow
  
  * updated deps
  
  * fix tiktoken
  
  * chore(python): refine dependency validation workflows
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * docs(python): add high-level dependency validation comments
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * WIP
  
  * added additional comments and excludes
  
  * added dev dependency handling and workflow and updates to package ranges
  
  * added readme and simplified commands
  
  * fix markers
  
  * chore(python): address dependency review feedback
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * Tighten dependency bounds, remove stale overrides, restore Python 3.10 support
  
  - Apply dependency bound policy across all packages: stable >=1.0 deps use
    >=floor,<next_major; pre-1.0/prerelease deps use validated hard-bounded ranges
  - Remove stale root tool.uv.override-dependencies (uvicorn, websockets, grpcio)
  - Lower github_copilot requires-python to >=3.10 with github-copilot-sdk gated
    behind python_version >= 3.11 marker; import raises ImportError on 3.10
  - Skip github_copilot pyright/mypy/test tasks on Python <3.11
  - Use version-conditional pyrightconfig for samples on Python 3.10
  - Add compatibility fix in core responses client for older openai typed dicts
  - Normalize uv.lock prerelease mode and refresh dev dependencies
  - Update CODING_STANDARD.md, DEV_SETUP.md, and package management skill docs
  
  Closes #902
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  
  * small tweaks
  
  * add note in workflow
  
  * fix workflows and several versions
  
  * fix duplicate
  
  ---------
  
  Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

  Eduard van Valkenburg · 2026-03-13 12:32:37 +00:00
  50fdcbaf57
• .NET: Python: Add AGENTS.md files and update coding standards (#3644)

  * Add AGENTS.md files and update coding standards for Python
  
  - Add root python/AGENTS.md with project structure and package links
  - Add AGENTS.md for each package describing purpose and main classes
  - Update .github/copilot-instructions.md with improved structure
  - Update python/CODING_STANDARD.md with API review guidance:
    - Future annotations convention (#3578)
    - TypeVar naming convention (#3594)
    - Mapping vs MutableMapping (#3577)
    - Avoid shadowing built-ins (#3583)
    - Explicit exports (#3605)
    - Exception documentation guidelines (#3410)
  - Simplify python/.github/instructions/python.instructions.md to reference AGENTS.md
  - Remove AGENTS.md from .gitignore
  
  * Fix purview import path in AGENTS.md
  
  * Address PR review comments and restructure instructions
  
  - Slim down .github/copilot-instructions.md to reference language-specific docs
  - Add ADR section explaining templates and purpose
  - Create dotnet/AGENTS.md with .NET-specific build commands, conventions, and sample guidance
  - Update Python build/test instructions for core vs isolated changes
  - Fix Microsoft.Extensions.AI package references
  - Update kwargs guidance per issue #3642
  - Fix Python sample helper placement (top, not bottom)
  - Document new 'typing' poe task in DEV_SETUP.md
  
  * Add 'typing' poe task to run both pyright and mypy
  
  * Add kwargs guidelines from issue #3642 to CODING_STANDARD.md
  
  * Clarify that connector packages pull in core as dependency

  Eduard van Valkenburg · 2026-02-05 10:27:46 +00:00
  eaad042241
• Python: Merge durabletask changes into main (#3420)

  * Python: Add initial scaffold for `durabletask` package (#2761)
  
  * Add initial scaffold
  
  * Update design
  
  * Fix mypy and update design
  
  * add additional style considered
  
  * Address comments
  
  * Fix test
  
  * Update readmes
  
  * Python: Rebase durable task feature branch with main (#2806)
  
  * Python: Add Entity State Providers for DurableTask Package (#2981)
  
  * Add Entity State Providers
  
  * address comments
  
  * Fix tests
  
  * Fix tests
  
  * Revert unrelated changes and remove thread_id
  
  * Revert unrelated files
  
  * Python: [Durabletask] Update `feature-durabletask-python` branch with `main` (#3068)
  
  * Python: Add factory pattern to concurrent orchestration builder (#2738)
  
  * Add factory pattern to concurrent orchestration builder
  
  * Update readme
  
  * Address AI comments
  
  * Fix unit tests
  
  * Fix import
  
  * Prevent multiple calls to set participants or factories
  
  * Add comments
  
  * Mitigate warnings
  
  * Fix mypy
  
  * Address comments
  
  * Address Copilot comments
  
  * Fix tests
  
  * Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750)
  
  * fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode
  
  * refactor: install pre-commit then commit again
  
  * Capture file IDs from code interpreter in streaming responses (#2741)
  
  * .NET: [BREAKING] Prevent nulls in AIAgent property (#2719)
  
  * prevent nulls in AIAgent property
  
  * address feedback
  
  * code ql sm04598 (#2723)
  
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * .NET: Add Conversation State Sample (Step05) (#2697)
  
  * Initial plan
  
  * Add Agent_OpenAI_Step05_Conversation sample for conversation state management
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update Program.cs comment to accurately describe the sample
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update the code to use the ConversationClient more in line with the samples in OpenAI
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Changing sample to use ChatClientAgent and conversationId in GetNewThread
  
  ---------
  
  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 <175728472+Copilot@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.7 to 4.0.4.11 (#2777)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.4.11
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python: added more complete parsing for mcp tool arguments (#2756)
  
  * added more complete parsing for mcp tool arguments
  
  * fixed mypy
  
  * added nonlocal model counter, and some fixes
  
  * fixes in naming logic
  
  * extracted json parsing function, added parametrized test and checked coverage
  
  * Python: Updated package versions (#2784)
  
  * Updated package versions
  
  * Small fix
  
  * Bump actions/checkout from 5 to 6 (#2404)
  
  Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
  - [Release notes](https://github.com/actions/checkout/releases)
  - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/actions/checkout/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/checkout
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: adds support for labels in edges,  fixes rendering of labels in dot a… (#1507)
  
  * adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.
  
  * Unify label in EdgeData
  
  * Edge API adjustments, removed useless "sanitizer"
  
  * fixed test
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Added custom args and thread object to ai_function kwargs (#2769)
  
  * Added an example of using kwargs in ai_function
  
  * Added thread object to ai_function kwargs
  
  * Updated docs
  
  * Small fix
  
  * Added thread parameter filtering
  
  * Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774)
  
  * Update OpenAIResponses.yaml to match AgentSchema (#2598)
  
  1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/
  
  2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/
  
  * Python: Remove warnings from workflow builder on not using factories (#2808)
  
  * Revert concurrent
  
  * Fix comments
  
  * Python: Filter framework kwargs from MCP tool invocations (#2870)
  
  * Filter framework kwargs from MCP tool invocations
  
  * Fixes
  
  * Python: Fix WorkflowAgent to emit yield_output as agent response (#2866)
  
  * Fix WorkflowAgent to emit yield_output as agent response
  
  * use raw_representation
  
  * Raw representation handling
  
  * Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714)
  
  ## Summary
  Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
  description when creating handoff tools, providing more informative tool
  descriptions for LLMs.
  
  ## Changes
  - Modified `_apply_auto_tools` to extract `description` from
    `AgentExecutor._agent` when available
  - Updated iteration to use `.items()` for more efficient dict traversal
  - Handoff tools now use agent descriptions instead of generic placeholders
  
  ## Example
  Before: "Handoff to the refund_agent agent."
  After: "You handle refund requests. Ask for order details and process refunds."
  
  ## Testing
  - All handoff tests pass (20/20)
  - No breaking changes to existing API
  
  Fixes #2713
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * Python: [BREAKING] Observability updates (#2782)
  
  * fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
  Fixes #2186
  
  * WIP on updates using configure_azure_monitor
  
  * improved setup and clarity
  
  * fixed root .env.example
  
  * revert changes
  
  * updated files
  
  * updated sample
  
  * updated zero code
  
  * test fixes and fixed links
  
  * fix devui
  
  * removed planning docs
  
  * added enable method and updated readme and samples
  
  * clarified docstring
  
  * add return annotation
  
  * updated naming
  
  * update capatilized version
  
  * updated readme and some fixes
  
  * updated decorator name inline with the rest
  
  * feedback from comments addressed
  
  * Python: Fix middleware terminate flag to exit function calling loop immediately (#2868)
  
  * Fix middleware terminate flag to exit function calling loop immediately
  
  * Eliminating duck typing
  
  * Improve function exec result handling
  
  * Fix race condition
  
  * Fix mypy issues
  
  * Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867)
  
  * Fix context duplication in handoff workflows when restoring from checkpoint
  
  * Address Copilot PR review
  
  * .NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850)
  
  * Update to latest Azure.AI.*, OpenAI, and M.E.AI*
  
  Absorb breaking changes in Responses surface area
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Bump actions/download-artifact from 6 to 7 (#2862)
  
  Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
  - [Release notes](https://github.com/actions/download-artifact/releases)
  - [Commits](https://github.com/actions/download-artifact/compare/v6...v7)
  
  ---
  updated-dependencies:
  - dependency-name: actions/download-artifact
    dependency-version: '7'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/cache from 4 to 5 (#2861)
  
  Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.
  - [Release notes](https://github.com/actions/cache/releases)
  - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
  - [Commits](https://github.com/actions/cache/compare/v4...v5)
  
  ---
  updated-dependencies:
  - dependency-name: actions/cache
    dependency-version: '5'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/upload-artifact from 5 to 6 (#2860)
  
  Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.
  - [Release notes](https://github.com/actions/upload-artifact/releases)
  - [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/upload-artifact
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python : Ollama Connector for Agent Framework (#1104)
  
  * Initial Commit for Olama Connector
  
  * Added Olama Sample
  
  * Add Sample & Fixed Open Telemetry
  
  * Fixed Spelling from Olama to Ollama
  
  * remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr
  
  * Added Tool Calling
  
  * Finalizing test cases
  
  * Adjust samples to be more reliable
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/pyproject.toml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/tests/test_ollama_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Improved Docstrings & Sample
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Integrate PR Feedback
  - Divided Streaming and Non-Streaming into independent Methods
  - Catch Ollama Validation Error
  - Add OTEL Provider Name
  - Checked Ollama Messages
  - Add Usage Statistics
  
  * Revert setting, so it can be none
  
  * Validate Message formatting between AF and Ollama
  
  * Catch Ollama Error and raise a ServiceResponse Error
  
  * Fix mypy error
  
  * remove .vscode comma
  
  * Add Reasoning support & adjust to new structure
  
  * Add Ollama Multimodality and Reasoning
  
  * Add test cases for reasoning
  
  * Add Tests for Error Handling in Ollama Client
  
  * Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Integrated Copilot Feedback
  
  * Implement first PR Feedback
  
  * Adjust Readme files for examples
  
  * Adjust argument passing via additional chat options
  
  * Implemented PR Feedback
  
  * Removing Ollama Package from Core and moving samples
  
  * Fix Link & Adding Samples to Main Sample Readme
  
  * Fixing Links in Readme
  
  * Moved Multimodal and Chat Example
  
  * Fixed Link in ChatClient to Ollama
  
  * Fix AgentFramework Links in Ollama Project
  
  * Fix observability breaking change
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Skip failing IT (#2904)
  
  * .NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906)
  
  * Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened
  
  * Force a CosmosDB source code change to trigger the pipeline
  
  * Address possible string boolean mismatch
  
  * Add debug
  
  * Enabling emulator always when running IT
  
  * .NET: Add TTLs to durable agent sessions (#2679)
  
  * .NET: Add TTLs to durable agent sessions
  
  * Remove unnecessary async
  
  * PR feedback: clarify UTC
  
  * PR feedback: limit minimum signal delay to <= 5 minutes
  
  * PR feedback: Fix TTL disablement
  
  * Linter: use auto-property
  
  * Fix build break from OpenAI SDK change
  
  * Updated CHANGELOG.md
  
  * PR feedback
  
  * Reduce default TTL to 14 days to work around DTS bug
  
  * Python:  Update Mem0Provider to use v2 search API `filters` parameter (#2766)
  
  * short fix to move id parameters to filters object
  
  * added tests
  
  * small fix
  
  * mem0 dependency update
  
  * Updated package versions (#2913)
  
  * .NET: Switch to new "Run" method name. (#2843)
  
  * Switch to new "RunAgent" method name.
  
  * Try to disable false positive naming warning.
  
  * Add comment about disabled warnings.
  
  * Rename `RunAgent` to just `Run`.
  
  * Update CHANGELOG.
  
  * Python: Switch to new "run" method name. (#2890)
  
  * Switch to `run` method.
  
  * Add support for deprecated `run_agent`.
  
  * Fix entity method name.
  
  * Fix method name and improve tests.
  
  * Update comment.
  
  * Update Python CHANGELOG.
  
  * [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844)
  
  * WIP: Factory pattern to handoff
  
  * Add factory pattern to concurrent orchestration builder; Next: tests and sample verification
  
  * Add tests and improve comments
  
  * Fix mypy
  
  * Simplify handoff_simple.py
  
  * Simplify handoff_autonoumous.py and bug fix
  
  * Update readme
  
  * Address Copilot comments
  
  * Python: Flow custom kwargs to agents via Workflow SharedState (#2894)
  
  * Flow custom kwargs to agents via SharedState
  
  * Address Copilot feedback
  
  * Improve sample typing
  
  * Fix test
  
  * Fix Pydantic error when using Literal type for tool params (#2893)
  
  * Updated Ollama package version (#2920)
  
  * Python: Azure AI Agent with Bing Grounding Citations Sample (#2892)
  
  * bing grounding sample with citations
  
  * small fix
  
  * fix
  
  * .NET: Make DelegatingAIAgent abstract (#2797)
  
  * Initial plan
  
  * Make DelegatingAIAgent abstract
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Added additional arguments for Azure AI agent (#2922)
  
  * Python: Correction of MCP image type conversion in  _mcp.py (#2901)
  
  * Correction of MCP image type conversion in  _mcp.py
  
  * Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()
  
  * Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations
  
  * Pass kwargs into subworkflows (#2923)
  
  * Python: Move ollama samples to samples getting started dir (#2921)
  
  * Move ollama samples to samples getting started dir
  
  * Address feedback
  
  * Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843)
  
  * fix: correct BadRequestError when using Pydantic model in response_format
  
  * Fix lint
  
  ---------
  
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  
  * .NET: [Breaking] Delete display name property (#2758)
  
  * delete the AIAgent.DisplayName property
  
  * use agent name as a first value for activity display name
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: cleanup and refactoring of chat clients (#2937)
  
  * refactoring and unifying naming schemes of internal methods of chat clients
  
  * set tool_choice to auto
  
  * fix for mypy
  
  * added note on naming and fix #2951
  
  * fix responses
  
  * fixes in azure ai agents client
  
  * Python: Workflow add option to visualize internal executors (#2917)
  
  * Workflow add option to visualize internal executors
  
  * Address Copilot comments
  
  * Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948)
  
  * added camelCase input to run id and thread id aligning with @ag-ui/core
  
  * fixed per copilot suggestions
  
  * Python: Add workflow cancellation sample (#2732)
  
  * Add workflow cancellation sample
  
  Add sample demonstrating how to cancel a running workflow using asyncio
  tasks. Shows both cancellation mid-execution and normal completion paths.
  Useful for implementing timeouts, graceful shutdown, or A2A executors.
  
  * update docstring
  
  * .NET: Update Anthropic package to version 12.0.0 (#2914)
  
  * Initial plan
  
  * Update Anthropic package to version 12.0.0
  
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  * Python: Add Azure Managed Redis Support with Credential Provider (#2887)
  
  * azure redis support
  
  * small fixes
  
  * azure managed redis sample
  
  * fixes
  
  * Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856)
  
  ---
  updated-dependencies:
  - dependency-name: CommunityToolkit.Aspire.OllamaSharp
    dependency-version: 13.0.0
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946)
  
  * Fix kwargs propagation through workflow.as_agent()
  
  * Fix WorkflowAgent to respect AgentExecutor output_response setting
  
  * .NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759)
  
  * Use GrpcEntityRunner instead of TaskEntityDispatcher
  
  * Pin to Durable worker 1.11.0
  
  * Set the invocation result
  
  * Update all Durable packages
  
  * Update changelog, rename dispatcher to encondedEntityRequest
  
  * Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968)
  
  * Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG
  
  * update lock
  
  * Fix formatting
  
  * Fix ChatKit typing
  
  * Python: Introducing Foundry Local Chat Clients (#2915)
  
  * redo foundry local chat client
  
  * fix mypy and spelling
  
  * better docstring, updated sample
  
  * fixed tests and added tests
  
  * small sample update
  
  * Updated package versions (#2978)
  
  * Python: Added GitHub MCP sample with PAT (#2967)
  
  * added github mcp sample with PAT
  
  * addressed copilot fixes
  
  * env fix
  
  * Python: Preserve reasoning blocks with OpenRouter (#2950)
  
  * Preserve reasoning blocks with OpenRouter
  
  * Put encrypted reasoning in TextReasoningContent
  
  * Remove unneccessary change
  
  * Fix docs
  
  * Support streaming
  
  * Fix handling None in TextReasoningContent.text
  
  * Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975)
  
  * added response.created and response.in_progress to include response.id
  
  * better doc string
  
  * added tests for the new streaming event types
  
  * Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)
  
  * Pushing the bedrock related changes to the new branch after addressing the review comments
  
  * 2524 Addressed the second round review comments
  
  * 2524 Addressed few more minor comments on the PR
  
  * resolving the merge conflict
  
  * 2524 resolved the uv.lock conflicts
  
  * 2524 addressed more comments
  
  * 2524 removed the print statement to fix the checks failure
  
  * 2524 resolved the CI failure issues
  
  * 2524 fixing the CI breaks
  
  * 2524 Addressed the review comment
  
  * 2524 resolved conflict
  
  ---------
  
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  
  * .NET: [Durable Agents] Reliable streaming sample (#2942)
  
  * .NET: [Durable Agents] Reliable streaming sample
  
  * Add automated validation for new sample
  
  * Address Copilot PR feedback
  
  * Fix typo in README.md about agent definitions (#2634)
  
  * Fix typo in README.md about agent definitions
  
  * Update agent-samples/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: latency improvements (#3014)
  
  * latency improvements
  
  * fixed mypy, added coding standards and instructions
  
  * slight logic improvement
  
  * Python: Updated package versions (#3024)
  
  * Updated package versions
  
  * Updated changelog
  
  * Python: add powerfx safe mode (#3028)
  
  * add powerfx safe mode
  
  * improved docstring and aligned env_file loading
  
  * ensured test uses reset
  
  * .NET: [Breaking] Introduce RunCoreAsync/RunCoreStreamingAsync delegation pattern in AIAgent (#2749)
  
  * Initial plan
  
  * Refactor AIAgent: Make RunAsync and RunStreamingAsync non-abstract, add RunCoreAsync and RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix infinite recursion in test implementations
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Make RunAsync and RunStreamingAsync non-virtual as requested
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix DelegatingAIAgent subclasses to use RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix XML documentation references in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Restore <see cref> tags with proper qualified signatures in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Rollback unnecessary XML documentation changes in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Remove pragma and update crefs to RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix EntityAgentWrapper to call base.RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * fix compilation issues
  
  * fix compilatio issue
  
  * fix tests
  
  * fix unit tests
  
  * fix unit test
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Remove from feature branch
  
  * Remove ollama changes
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: Tao Chen <taochen@microsoft.com>
  Co-authored-by: Kurt <65111699+q33566@users.noreply.github.com>
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: Korolev Dmitry <deagle.gross@gmail.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Jose Luis Latorre Millas <joslat@gmail.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Richard Ortega <richardjortega@gmail.com>
  Co-authored-by: 刘邦学AI <lbbniu@gmail.com>
  Co-authored-by: Stephen Toub <stoub@microsoft.com>
  Co-authored-by: Nico Möller <nkm-moeller@mail.de>
  Co-authored-by: Chris Gillum <cgillum@microsoft.com>
  Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
  Co-authored-by: Phillip Hoff <phillip.hoff@gmail.com>
  Co-authored-by: Ege Ozan Özyedek <36128615+egeozanozyedek@users.noreply.github.com>
  Co-authored-by: samueljohnsiby <66901393+samueljohnsiby@users.noreply.github.com>
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  Co-authored-by: Hao Luo <338265+howlowck@users.noreply.github.com>
  Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  Co-authored-by: Jacob Viau <javia@microsoft.com>
  Co-authored-by: SuperKenVery <39673849+SuperKenVery@users.noreply.github.com>
  Co-authored-by: Sunil Dutta <dutta.2003@gmail.com>
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  Co-authored-by: Syrine Chelly <62653967+SyChell@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  
  * Python: Complete durableagent package   (#3058)
  
  * Add worker and clients
  
  * Clean code and refactor common code
  
  * Implement sample
  
  * Add sample
  
  * Update readmes
  
  * Fix tests
  
  * Fix tests
  
  * Update requirements
  
  * Fix typo
  
  * Address comments
  
  * use response.text
  
  * .NET: Python: Merge main into feature-durabletask-python branch  (#3160)
  
  * Python: Add factory pattern to concurrent orchestration builder (#2738)
  
  * Add factory pattern to concurrent orchestration builder
  
  * Update readme
  
  * Address AI comments
  
  * Fix unit tests
  
  * Fix import
  
  * Prevent multiple calls to set participants or factories
  
  * Add comments
  
  * Mitigate warnings
  
  * Fix mypy
  
  * Address comments
  
  * Address Copilot comments
  
  * Fix tests
  
  * Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750)
  
  * fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode
  
  * refactor: install pre-commit then commit again
  
  * Capture file IDs from code interpreter in streaming responses (#2741)
  
  * .NET: [BREAKING] Prevent nulls in AIAgent property (#2719)
  
  * prevent nulls in AIAgent property
  
  * address feedback
  
  * code ql sm04598 (#2723)
  
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * .NET: Add Conversation State Sample (Step05) (#2697)
  
  * Initial plan
  
  * Add Agent_OpenAI_Step05_Conversation sample for conversation state management
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update Program.cs comment to accurately describe the sample
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update the code to use the ConversationClient more in line with the samples in OpenAI
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Changing sample to use ChatClientAgent and conversationId in GetNewThread
  
  ---------
  
  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 <175728472+Copilot@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.7 to 4.0.4.11 (#2777)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.4.11
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python: added more complete parsing for mcp tool arguments (#2756)
  
  * added more complete parsing for mcp tool arguments
  
  * fixed mypy
  
  * added nonlocal model counter, and some fixes
  
  * fixes in naming logic
  
  * extracted json parsing function, added parametrized test and checked coverage
  
  * Python: Updated package versions (#2784)
  
  * Updated package versions
  
  * Small fix
  
  * Bump actions/checkout from 5 to 6 (#2404)
  
  Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
  - [Release notes](https://github.com/actions/checkout/releases)
  - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/actions/checkout/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/checkout
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: adds support for labels in edges,  fixes rendering of labels in dot a… (#1507)
  
  * adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.
  
  * Unify label in EdgeData
  
  * Edge API adjustments, removed useless "sanitizer"
  
  * fixed test
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Added custom args and thread object to ai_function kwargs (#2769)
  
  * Added an example of using kwargs in ai_function
  
  * Added thread object to ai_function kwargs
  
  * Updated docs
  
  * Small fix
  
  * Added thread parameter filtering
  
  * Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774)
  
  * Update OpenAIResponses.yaml to match AgentSchema (#2598)
  
  1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/
  
  2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/
  
  * Python: Remove warnings from workflow builder on not using factories (#2808)
  
  * Revert concurrent
  
  * Fix comments
  
  * Python: Filter framework kwargs from MCP tool invocations (#2870)
  
  * Filter framework kwargs from MCP tool invocations
  
  * Fixes
  
  * Python: Fix WorkflowAgent to emit yield_output as agent response (#2866)
  
  * Fix WorkflowAgent to emit yield_output as agent response
  
  * use raw_representation
  
  * Raw representation handling
  
  * Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714)
  
  ## Summary
  Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
  description when creating handoff tools, providing more informative tool
  descriptions for LLMs.
  
  ## Changes
  - Modified `_apply_auto_tools` to extract `description` from
    `AgentExecutor._agent` when available
  - Updated iteration to use `.items()` for more efficient dict traversal
  - Handoff tools now use agent descriptions instead of generic placeholders
  
  ## Example
  Before: "Handoff to the refund_agent agent."
  After: "You handle refund requests. Ask for order details and process refunds."
  
  ## Testing
  - All handoff tests pass (20/20)
  - No breaking changes to existing API
  
  Fixes #2713
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * Python: [BREAKING] Observability updates (#2782)
  
  * fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
  Fixes #2186
  
  * WIP on updates using configure_azure_monitor
  
  * improved setup and clarity
  
  * fixed root .env.example
  
  * revert changes
  
  * updated files
  
  * updated sample
  
  * updated zero code
  
  * test fixes and fixed links
  
  * fix devui
  
  * removed planning docs
  
  * added enable method and updated readme and samples
  
  * clarified docstring
  
  * add return annotation
  
  * updated naming
  
  * update capatilized version
  
  * updated readme and some fixes
  
  * updated decorator name inline with the rest
  
  * feedback from comments addressed
  
  * Python: Fix middleware terminate flag to exit function calling loop immediately (#2868)
  
  * Fix middleware terminate flag to exit function calling loop immediately
  
  * Eliminating duck typing
  
  * Improve function exec result handling
  
  * Fix race condition
  
  * Fix mypy issues
  
  * Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867)
  
  * Fix context duplication in handoff workflows when restoring from checkpoint
  
  * Address Copilot PR review
  
  * .NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850)
  
  * Update to latest Azure.AI.*, OpenAI, and M.E.AI*
  
  Absorb breaking changes in Responses surface area
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Bump actions/download-artifact from 6 to 7 (#2862)
  
  Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
  - [Release notes](https://github.com/actions/download-artifact/releases)
  - [Commits](https://github.com/actions/download-artifact/compare/v6...v7)
  
  ---
  updated-dependencies:
  - dependency-name: actions/download-artifact
    dependency-version: '7'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/cache from 4 to 5 (#2861)
  
  Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.
  - [Release notes](https://github.com/actions/cache/releases)
  - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
  - [Commits](https://github.com/actions/cache/compare/v4...v5)
  
  ---
  updated-dependencies:
  - dependency-name: actions/cache
    dependency-version: '5'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/upload-artifact from 5 to 6 (#2860)
  
  Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.
  - [Release notes](https://github.com/actions/upload-artifact/releases)
  - [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/upload-artifact
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python : Ollama Connector for Agent Framework (#1104)
  
  * Initial Commit for Olama Connector
  
  * Added Olama Sample
  
  * Add Sample & Fixed Open Telemetry
  
  * Fixed Spelling from Olama to Ollama
  
  * remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr
  
  * Added Tool Calling
  
  * Finalizing test cases
  
  * Adjust samples to be more reliable
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/pyproject.toml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/tests/test_ollama_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Improved Docstrings & Sample
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Integrate PR Feedback
  - Divided Streaming and Non-Streaming into independent Methods
  - Catch Ollama Validation Error
  - Add OTEL Provider Name
  - Checked Ollama Messages
  - Add Usage Statistics
  
  * Revert setting, so it can be none
  
  * Validate Message formatting between AF and Ollama
  
  * Catch Ollama Error and raise a ServiceResponse Error
  
  * Fix mypy error
  
  * remove .vscode comma
  
  * Add Reasoning support & adjust to new structure
  
  * Add Ollama Multimodality and Reasoning
  
  * Add test cases for reasoning
  
  * Add Tests for Error Handling in Ollama Client
  
  * Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Integrated Copilot Feedback
  
  * Implement first PR Feedback
  
  * Adjust Readme files for examples
  
  * Adjust argument passing via additional chat options
  
  * Implemented PR Feedback
  
  * Removing Ollama Package from Core and moving samples
  
  * Fix Link & Adding Samples to Main Sample Readme
  
  * Fixing Links in Readme
  
  * Moved Multimodal and Chat Example
  
  * Fixed Link in ChatClient to Ollama
  
  * Fix AgentFramework Links in Ollama Project
  
  * Fix observability breaking change
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Skip failing IT (#2904)
  
  * .NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906)
  
  * Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened
  
  * Force a CosmosDB source code change to trigger the pipeline
  
  * Address possible string boolean mismatch
  
  * Add debug
  
  * Enabling emulator always when running IT
  
  * .NET: Add TTLs to durable agent sessions (#2679)
  
  * .NET: Add TTLs to durable agent sessions
  
  * Remove unnecessary async
  
  * PR feedback: clarify UTC
  
  * PR feedback: limit minimum signal delay to <= 5 minutes
  
  * PR feedback: Fix TTL disablement
  
  * Linter: use auto-property
  
  * Fix build break from OpenAI SDK change
  
  * Updated CHANGELOG.md
  
  * PR feedback
  
  * Reduce default TTL to 14 days to work around DTS bug
  
  * Python:  Update Mem0Provider to use v2 search API `filters` parameter (#2766)
  
  * short fix to move id parameters to filters object
  
  * added tests
  
  * small fix
  
  * mem0 dependency update
  
  * Updated package versions (#2913)
  
  * .NET: Switch to new "Run" method name. (#2843)
  
  * Switch to new "RunAgent" method name.
  
  * Try to disable false positive naming warning.
  
  * Add comment about disabled warnings.
  
  * Rename `RunAgent` to just `Run`.
  
  * Update CHANGELOG.
  
  * Python: Switch to new "run" method name. (#2890)
  
  * Switch to `run` method.
  
  * Add support for deprecated `run_agent`.
  
  * Fix entity method name.
  
  * Fix method name and improve tests.
  
  * Update comment.
  
  * Update Python CHANGELOG.
  
  * [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844)
  
  * WIP: Factory pattern to handoff
  
  * Add factory pattern to concurrent orchestration builder; Next: tests and sample verification
  
  * Add tests and improve comments
  
  * Fix mypy
  
  * Simplify handoff_simple.py
  
  * Simplify handoff_autonoumous.py and bug fix
  
  * Update readme
  
  * Address Copilot comments
  
  * Python: Flow custom kwargs to agents via Workflow SharedState (#2894)
  
  * Flow custom kwargs to agents via SharedState
  
  * Address Copilot feedback
  
  * Improve sample typing
  
  * Fix test
  
  * Fix Pydantic error when using Literal type for tool params (#2893)
  
  * Updated Ollama package version (#2920)
  
  * Python: Azure AI Agent with Bing Grounding Citations Sample (#2892)
  
  * bing grounding sample with citations
  
  * small fix
  
  * fix
  
  * .NET: Make DelegatingAIAgent abstract (#2797)
  
  * Initial plan
  
  * Make DelegatingAIAgent abstract
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Added additional arguments for Azure AI agent (#2922)
  
  * Python: Correction of MCP image type conversion in  _mcp.py (#2901)
  
  * Correction of MCP image type conversion in  _mcp.py
  
  * Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()
  
  * Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations
  
  * Pass kwargs into subworkflows (#2923)
  
  * Python: Move ollama samples to samples getting started dir (#2921)
  
  * Move ollama samples to samples getting started dir
  
  * Address feedback
  
  * Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843)
  
  * fix: correct BadRequestError when using Pydantic model in response_format
  
  * Fix lint
  
  ---------
  
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  
  * .NET: [Breaking] Delete display name property (#2758)
  
  * delete the AIAgent.DisplayName property
  
  * use agent name as a first value for activity display name
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: cleanup and refactoring of chat clients (#2937)
  
  * refactoring and unifying naming schemes of internal methods of chat clients
  
  * set tool_choice to auto
  
  * fix for mypy
  
  * added note on naming and fix #2951
  
  * fix responses
  
  * fixes in azure ai agents client
  
  * Python: Workflow add option to visualize internal executors (#2917)
  
  * Workflow add option to visualize internal executors
  
  * Address Copilot comments
  
  * Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948)
  
  * added camelCase input to run id and thread id aligning with @ag-ui/core
  
  * fixed per copilot suggestions
  
  * Python: Add workflow cancellation sample (#2732)
  
  * Add workflow cancellation sample
  
  Add sample demonstrating how to cancel a running workflow using asyncio
  tasks. Shows both cancellation mid-execution and normal completion paths.
  Useful for implementing timeouts, graceful shutdown, or A2A executors.
  
  * update docstring
  
  * .NET: Update Anthropic package to version 12.0.0 (#2914)
  
  * Initial plan
  
  * Update Anthropic package to version 12.0.0
  
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  * Python: Add Azure Managed Redis Support with Credential Provider (#2887)
  
  * azure redis support
  
  * small fixes
  
  * azure managed redis sample
  
  * fixes
  
  * Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856)
  
  ---
  updated-dependencies:
  - dependency-name: CommunityToolkit.Aspire.OllamaSharp
    dependency-version: 13.0.0
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946)
  
  * Fix kwargs propagation through workflow.as_agent()
  
  * Fix WorkflowAgent to respect AgentExecutor output_response setting
  
  * .NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759)
  
  * Use GrpcEntityRunner instead of TaskEntityDispatcher
  
  * Pin to Durable worker 1.11.0
  
  * Set the invocation result
  
  * Update all Durable packages
  
  * Update changelog, rename dispatcher to encondedEntityRequest
  
  * Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968)
  
  * Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG
  
  * update lock
  
  * Fix formatting
  
  * Fix ChatKit typing
  
  * Python: Introducing Foundry Local Chat Clients (#2915)
  
  * redo foundry local chat client
  
  * fix mypy and spelling
  
  * better docstring, updated sample
  
  * fixed tests and added tests
  
  * small sample update
  
  * Updated package versions (#2978)
  
  * Python: Added GitHub MCP sample with PAT (#2967)
  
  * added github mcp sample with PAT
  
  * addressed copilot fixes
  
  * env fix
  
  * Python: Preserve reasoning blocks with OpenRouter (#2950)
  
  * Preserve reasoning blocks with OpenRouter
  
  * Put encrypted reasoning in TextReasoningContent
  
  * Remove unneccessary change
  
  * Fix docs
  
  * Support streaming
  
  * Fix handling None in TextReasoningContent.text
  
  * Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975)
  
  * added response.created and response.in_progress to include response.id
  
  * better doc string
  
  * added tests for the new streaming event types
  
  * Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)
  
  * Pushing the bedrock related changes to the new branch after addressing the review comments
  
  * 2524 Addressed the second round review comments
  
  * 2524 Addressed few more minor comments on the PR
  
  * resolving the merge conflict
  
  * 2524 resolved the uv.lock conflicts
  
  * 2524 addressed more comments
  
  * 2524 removed the print statement to fix the checks failure
  
  * 2524 resolved the CI failure issues
  
  * 2524 fixing the CI breaks
  
  * 2524 Addressed the review comment
  
  * 2524 resolved conflict
  
  ---------
  
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  
  * .NET: [Durable Agents] Reliable streaming sample (#2942)
  
  * .NET: [Durable Agents] Reliable streaming sample
  
  * Add automated validation for new sample
  
  * Address Copilot PR feedback
  
  * Fix typo in README.md about agent definitions (#2634)
  
  * Fix typo in README.md about agent definitions
  
  * Update agent-samples/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: latency improvements (#3014)
  
  * latency improvements
  
  * fixed mypy, added coding standards and instructions
  
  * slight logic improvement
  
  * Python: Updated package versions (#3024)
  
  * Updated package versions
  
  * Updated changelog
  
  * Python: add powerfx safe mode (#3028)
  
  * add powerfx safe mode
  
  * improved docstring and aligned env_file loading
  
  * ensured test uses reset
  
  * .NET: [Breaking] Introduce RunCoreAsync/RunCoreStreamingAsync delegation pattern in AIAgent (#2749)
  
  * Initial plan
  
  * Refactor AIAgent: Make RunAsync and RunStreamingAsync non-abstract, add RunCoreAsync and RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix infinite recursion in test implementations
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Make RunAsync and RunStreamingAsync non-virtual as requested
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix DelegatingAIAgent subclasses to use RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix XML documentation references in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Restore <see cref> tags with proper qualified signatures in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Rollback unnecessary XML documentation changes in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Remove pragma and update crefs to RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix EntityAgentWrapper to call base.RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * fix compilation issues
  
  * fix compilatio issue
  
  * fix tests
  
  * fix unit tests
  
  * fix unit test
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * add issue template and additional labeling (#3006)
  
  * fix and extra int test (#3037)
  
  * .NET: [BREAKING] Refactor ChatMessageStore methods to be similar to AIContextProvider and add filtering support (#2604)
  
  * Refactor ChatMessageStore methods to be similar to AIContextProvider
  
  * Fix file encoding
  
  * Ensure that AIContextProvider messages area also persisted.
  
  * Update formatting and seal context classes
  
  * Improve formatting
  
  * Remove optional messages from constructor and add unit test
  
  * Add ChatMessageStore filtering via a decorator
  
  * Update sample and cosmos message store to store AIContextProvider messages in right order. Fix unit tests.
  
  * Update Workflowmessage store to use aicontext provider messages.
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Improve xml docs messaging
  
  * Address code review comments.
  
  * Also notify message store on failure
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * [BREAKING] Remove unused AgentThreadMetadata (#3067)
  
  * Remove unused AgentThreadMetadata
  
  * Update DurableTask Changelog
  
  * Python: Fix AzureAIClient failure when conversation history contains assistant messages (#3076)
  
  * Fix AzureAIClient failure when conversation history contains assistant messages
  
  * Address PR review feedback: improve docstring and test assertions
  
  * Remove redundant cast
  
  * Fix: Update OTLP exporter protocol conditions (#3070)
  
  * Python: Fix ExecutorInvokedEvent and ExecutorCompletedEvent observability data (#3090)
  
  * Fix ExecutorInvokedEvent.data mutation bug
  
  * Fix bug related to not yielding output type
  
  * .NET: Seal ChatClientAgentThread (#2842)
  
  * Initial plan
  
  * Seal ChatClientAgentThread class
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix broken strands urls. (#3102)
  
  * Fix broken strands urls.
  
  * Fix typos
  
  * .NET: Fix message ordering inconsistency when using AIContextProvider (#2659)
  
  * Initial plan
  
  * Fix message ordering inconsistency when using AIContextProvider
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Revert to original message ordering: Input, AIContextProvider, Response
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Reorder messages to ChatClient to match MessageStore order: Existing, Input, AIContextProvider
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Remove redundant test methods as existing tests already verify the behavior
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * fix: tool_choice parameter not being honored when passed to agent.run() (#3095)
  
  * sharepoint sample fix (#3108)
  
  * Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109)
  
  * Bump Bedrock version to latest (#3110)
  
  * Python: Fix MCP tool result serialization for list[TextContent] (#2523)
  
  * Fix MCP tool result serialization for list[TextContent]
  
  When MCP tools return results containing list[TextContent], they were
  incorrectly serialized to object repr strings like:
  '[<agent_framework._types.TextContent object at 0x...>]'
  
  This fix properly extracts text content from list items by:
  1. Checking if items have a 'text' attribute (TextContent)
  2. Using model_dump() for items that support it
  3. Falling back to str() for other types
  4. Joining single items as plain text, multiple items as JSON array
  
  Fixes #2509
  
  * Address PR review feedback for MCP tool result serialization
  
  - Extract serialize_content_result() to shared _utils.py
  - Fix logic: use texts[0] instead of join for single item
  - Add type annotation: texts: list[str] = []
  - Return empty string for empty list instead of '[]'
  - Move import json to file top level
  - Add comprehensive unit tests for serialization
  
  * Address PR review feedback: fix type checking and double serialization
  
  - Add isinstance(item.text, str) check to ensure text attribute is a string
  - Fix double-serialization issue by keeping model_dump results as dicts
    until final json.dumps (removes escaped JSON strings in arrays)
  - Improve docstring with detailed return value documentation
  - Add test for non-string text attribute handling
  - Add tests for list type tool results in _events.py path
  
  * Simplify PR: minimal changes to fix MCP tool result serialization
  
  Addresses reviewer feedback about excessive refactoring:
  - Reset _events.py to original structure
  - Only add import and use serialize_content_result in one location
  - All review comments addressed in serialize_content_result():
    - Added isinstance(item.text, str) check
    - Use model_dump(mode="json") to avoid double-serialization
    - Improved docstring with explicit return value documentation
    - Empty list returns "" instead of "[]"
  
  * Refactor: Move MCP TextContent serialization to core prepare_function_call_results
  
  Per reviewer feedback, moved the TextContent serialization logic from
  ag-ui's serialize_content_result to the core package's
  prepare_function_call_results function.
  
  Changes:
  - Added handling for objects with 'text' attribute (like MCP TextContent)
    in _prepare_function_call_results_as_dumpable
  - Removed serialize_content_result from ag-ui/_utils.py
  - Updated _events.py and _message_adapters.py to use
    prepare_function_call_results from core package
  - Updated tests to match the core function's behavior
  
  * Fix failing tests for prepare_function_call_results behavior
  
  - test_tool_result_with_none: Update expected value to 'null' (JSON serialization of None)
  - test_tool_result_with_model_dump_objects: Use Pydantic BaseModel instead of plain class
  
  * Fix B903 linter error: Convert MockTextContent to dataclass
  
  The ruff linter was reporting B903 (class could be dataclass or namedtuple)
  for the MockTextContent test helper classes. This commit converts them to
  dataclasses to satisfy the linter check.
  
  * Python: Improve DevUI, add Context Inspector view as new tab under traces (#2742)
  
  * Improve DevUI, add Context Inspector view as new tab under traces
  
  * fix mypy errors
  
  * fix: Handle stale MCP connections in DevUI executor
  
  MCP tools can become stale when HTTP streaming responses end - the underlying
  stdio streams close but `is_connected` remains True. This causes subsequent
  requests to fail with `ClosedResourceError`.
  
  Add `_ensure_mcp_connections()` to detect and reconnect stale MCP tools before
  agent execution. This is a workaround for an upstream Agent Framework issue
  where connection state isn't properly tracked.
  
  Fixes MCP tools failing on second HTTP request in DevUI.
  
  fixes  #1476 #1515 #2865
  
  * fix #1572 report import dependency errors more clearly
  
  * Ensure there is streaming toggle where users can select streaming vs non streaming mode in devui . Fixes .NET: [Python] DevUI tool call rendering in non-streaming mode?
  
  * remove unused dead code
  
  * improve ux - workflows with agents show a chat component in execution timelien, also ensure magentic final output shows correctly
  
  * update ui build
  
  * update devui to use instrumentation instead of tracing, other instrumentation and type/instance check fixes
  
  * .NET: Seal factory contexts and add non JSO deserialize overloads (#3066)
  
  * Seal factory contexts and add non JSO deserialize overloads
  
  * 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>
  
  * Enable blank issues in issue template configuration
  
  Need to re-enable creating blank issues
  
  * updated templates (#3106)
  
  * updated templates
  
  * enabled blank and fixed triage
  
  * made language optional and moved to the bottom for features
  
  * Python: Streaming sample for azurefunctions (#3057)
  
  * Streaming sample for azurefunctions
  
  * Fixed links and sample name
  
  * Addressed feedback
  
  * Addressed feedback
  
  * Fixed integration tests
  
  * Updated test
  
  * Python: fix(azure-ai): Fix response_format handling for structured outputs (#3114)
  
  * fix(azure-ai): read response_format from chat_options instead of run_options
  
  * refactor: use explicit None checks for response_format
  
  * Fix mypy error
  
  * Mypy fix
  
  * Python: Bump python version to 1.0.0b260107 for a release (#3128)
  
  * Bump python version to 1.0.0b260107 for a release
  
  * Update changelog
  
  * Make A2AAgent public, so that it's concrete implementation methods can be used. (#3119)
  
  * .NET: Map additional props <-> A2A metadata (#3137)
  
  * map additional props from agent run options to a2a request metadata
  
  * small touches
  
  * add unit tests for new extension methods
  
  * Sort using
  
  * add unit test
  
  * add additiona unit tests
  
  * special case json element to avoid unnecessary serialization
  
  * Python: Fix Anthropic streaming response bugs (#3141)
  
  * test commit identity
  
  * fix(anthropic): fix raw_representation and finish_reason in streaming
  
  * lint fix
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.5 to 4.0.5.1 (#2994)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Bump Anthropic from 12.0.0 to 12.0.1 (#2993)
  
  ---
  updated-dependencies:
  - dependency-name: Anthropic
    dependency-version: 12.0.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: [Breaking] Prevent loss of input messages & streamed updates when resuming streaming (#2748)
  
  * save input messages and stream updates to the continuation token to be able to use them in the last successful stream resumption call.
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * fix typo
  
  * init continuation token from chat response
  
  * remove unnecessary types for source generation
  
  * remove check for continuation token passed at initial run
  
  * remove check for continuation token pass at initial run
  
  * centralize continuation token parsing
  
  * update xml comments
  
  * use readonly collection instead of enumerable
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * .NET: fix: Expose WorkflowErrorEvent as ErrorContent (#2762)
  
  * fix: Expose WorkflowErrorEvent as ErrorContent
  
  When hosted using .AsAgent(), Workflows were not exposing inner errors coming as Exceptions (through the WorkflowErrorEvent)
  
  The fix is to convert their message to an ErrorContent on the way out, rather than rely on the default "empty update" to collect the raw event.
  
  * feat: Add a way to show/suppress exception information
  
  * Bump Microsoft.Agents.AI.Workflows from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1 (#2997)
  
  ---
  updated-dependencies:
  - dependency-name: Microsoft.Agents.AI.Workflows
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * .NET: Add Run overloads to expose ChatClientAgentRunOptions in IntelliSense (#3115)
  
  * Initial plan
  
  * Add ChatClientAgentExtensions for improved discoverability of ChatClientAgentRunOptions
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Address code review feedback - use collection expression syntax
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Apply suggestion from @westey-m
  
  * Fix issues with Copilot implementation
  
  * Add additional tests for structured output overloads.
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Python: Add tool call/result content types and update connectors and samples (#2971)
  
  * Add new AI content types and image tool support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Add Python content types for tool calls/results and image generation tool support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Address review feedback for tool content and samples
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Tighten image generation typing and sample tools list
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Align image generation output typing
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Handle MCP naming, image options mapping, and connector tool content
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Allow MCP call in function approval request
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Remove raw image_generation tool remapping
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Restore Anthropic tool_use to function calls unless code execution
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix lint issues for hosted file docstring and MCP parsing
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Import ChatResponse types in Anthropic client
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix Anthropics citation type imports and MCP typing for handoff/tools
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Skip lightning tests without agentlightning and fix function call import
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * fix lint on lab package
  
  * rebuilt anthropic parsing
  
  * redid anthropic parsing
  
  * typo
  
  * updated parsing and added missing docstrings
  
  * fix tests
  
  * mypy fixes
  
  * second mypy fix
  
  * add new class to other samples
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  
  * Bump Google.GenAI from 0.6.0 to 0.9.0 (#2995)
  
  ---
  updated-dependencies:
  - dependency-name: Google.GenAI
    dependency-version: 0.9.0
    dependency-type: direct:production
    update-type: version-update:semver-minor
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#3123)
  
  Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
  - [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
  - [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)
  
  ---
  updated-dependencies:
  - dependency-name: js-yaml
    dependency-version: 4.1.1
    dependency-type: indirect
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Updated package versions (#3144)
  
  * .NET: Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI (#2996)
  
  * Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI
  
  Bumps Microsoft.Agents.AI.OpenAI from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1
  Bumps Microsoft.Extensions.AI.OpenAI from 10.1.0-preview.1.25608.1 to 10.1.1-preview.1.25612.2
  
  ---
  updated-dependencies:
  - dependency-name: Microsoft.Agents.AI.OpenAI
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Extensions.AI.OpenAI
    dependency-version: 10.1.1-preview.1.25612.2
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Agents.AI.OpenAI
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Extensions.AI.OpenAI
    dependency-version: 10.1.1-preview.1.25612.2
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  
  * Fixed samples
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Python: fix(ag-ui): Execute tools with approval_mode, fix shared state, code cleanup  (#3079)
  
  * fix(ag-ui): execute tools after approval in human-in-the-loop flow
  
  * Fix shared state bug
  
  * Bug fix finalized
  
  * Refactoring to clean up code
  
  * Code cleanup
  
  * More fixes
  
  * More code cleanup
  
  * Add version detection in __init__.py to ruff ignore list
  
  * Track agent name with updates for workflow agent (#3146)
  
  * Python: Fix AzureAIClient tool call bug for AG-UI use (#3148)
  
  * Fiz AzureAIClient tool call bug
  
  * Address copilot feedback
  
  * Revert to match main
  
  * revert file to main
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: Tao Chen <taochen@microsoft.com>
  Co-authored-by: Kurt <65111699+q33566@users.noreply.github.com>
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: Korolev Dmitry <deagle.gross@gmail.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Jose Luis Latorre Millas <joslat@gmail.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Richard Ortega <richardjortega@gmail.com>
  Co-authored-by: 刘邦学AI <lbbniu@gmail.com>
  Co-authored-by: Stephen Toub <stoub@microsoft.com>
  Co-authored-by: Nico Möller <nkm-moeller@mail.de>
  Co-authored-by: Chris Gillum <cgillum@microsoft.com>
  Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
  Co-authored-by: Phillip Hoff <phillip.hoff@gmail.com>
  Co-authored-by: Ege Ozan Özyedek <36128615+egeozanozyedek@users.noreply.github.com>
  Co-authored-by: samueljohnsiby <66901393+samueljohnsiby@users.noreply.github.com>
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  Co-authored-by: Hao Luo <338265+howlowck@users.noreply.github.com>
  Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  Co-authored-by: Jacob Viau <javia@microsoft.com>
  Co-authored-by: SuperKenVery <39673849+SuperKenVery@users.noreply.github.com>
  Co-authored-by: Sunil Dutta <dutta.2003@gmail.com>
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  Co-authored-by: Syrine Chelly <62653967+SyChell@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>
  Co-authored-by: takanori-terai <123897708+takanori-terai@users.noreply.github.com>
  Co-authored-by: claude89757 <138977524+claude89757@users.noreply.github.com>
  Co-authored-by: Gavin Aguiar <80794152+gavin-aguiar@users.noreply.github.com>
  Co-authored-by: Sukeesh <vsukeeshbabu@gmail.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  
  * Python: Add Durabletask samples and minor fixes (#3157)
  
  * Add samples and minor fixes
  
  * Add redis sample and wait-for-completion
  
  * Add wait-for-completion support
  
  * ADd missing docs
  
  * Python: Merge `main` into `feature-durabletask-python` branch  (#3261)
  
  * Python: Add factory pattern to concurrent orchestration builder (#2738)
  
  * Add factory pattern to concurrent orchestration builder
  
  * Update readme
  
  * Address AI comments
  
  * Fix unit tests
  
  * Fix import
  
  * Prevent multiple calls to set participants or factories
  
  * Add comments
  
  * Mitigate warnings
  
  * Fix mypy
  
  * Address comments
  
  * Address Copilot comments
  
  * Fix tests
  
  * Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750)
  
  * fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode
  
  * refactor: install pre-commit then commit again
  
  * Capture file IDs from code interpreter in streaming responses (#2741)
  
  * .NET: [BREAKING] Prevent nulls in AIAgent property (#2719)
  
  * prevent nulls in AIAgent property
  
  * address feedback
  
  * code ql sm04598 (#2723)
  
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * .NET: Add Conversation State Sample (Step05) (#2697)
  
  * Initial plan
  
  * Add Agent_OpenAI_Step05_Conversation sample for conversation state management
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update Program.cs comment to accurately describe the sample
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update the code to use the ConversationClient more in line with the samples in OpenAI
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Changing sample to use ChatClientAgent and conversationId in GetNewThread
  
  ---------
  
  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 <175728472+Copilot@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.7 to 4.0.4.11 (#2777)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.4.11
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python: added more complete parsing for mcp tool arguments (#2756)
  
  * added more complete parsing for mcp tool arguments
  
  * fixed mypy
  
  * added nonlocal model counter, and some fixes
  
  * fixes in naming logic
  
  * extracted json parsing function, added parametrized test and checked coverage
  
  * Python: Updated package versions (#2784)
  
  * Updated package versions
  
  * Small fix
  
  * Bump actions/checkout from 5 to 6 (#2404)
  
  Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
  - [Release notes](https://github.com/actions/checkout/releases)
  - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/actions/checkout/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/checkout
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: adds support for labels in edges,  fixes rendering of labels in dot a… (#1507)
  
  * adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.
  
  * Unify label in EdgeData
  
  * Edge API adjustments, removed useless "sanitizer"
  
  * fixed test
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Added custom args and thread object to ai_function kwargs (#2769)
  
  * Added an example of using kwargs in ai_function
  
  * Added thread object to ai_function kwargs
  
  * Updated docs
  
  * Small fix
  
  * Added thread parameter filtering
  
  * Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774)
  
  * Update OpenAIResponses.yaml to match AgentSchema (#2598)
  
  1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/
  
  2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/
  
  * Python: Remove warnings from workflow builder on not using factories (#2808)
  
  * Revert concurrent
  
  * Fix comments
  
  * Python: Filter framework kwargs from MCP tool invocations (#2870)
  
  * Filter framework kwargs from MCP tool invocations
  
  * Fixes
  
  * Python: Fix WorkflowAgent to emit yield_output as agent response (#2866)
  
  * Fix WorkflowAgent to emit yield_output as agent response
  
  * use raw_representation
  
  * Raw representation handling
  
  * Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714)
  
  ## Summary
  Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
  description when creating handoff tools, providing more informative tool
  descriptions for LLMs.
  
  ## Changes
  - Modified `_apply_auto_tools` to extract `description` from
    `AgentExecutor._agent` when available
  - Updated iteration to use `.items()` for more efficient dict traversal
  - Handoff tools now use agent descriptions instead of generic placeholders
  
  ## Example
  Before: "Handoff to the refund_agent agent."
  After: "You handle refund requests. Ask for order details and process refunds."
  
  ## Testing
  - All handoff tests pass (20/20)
  - No breaking changes to existing API
  
  Fixes #2713
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * Python: [BREAKING] Observability updates (#2782)
  
  * fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
  Fixes #2186
  
  * WIP on updates using configure_azure_monitor
  
  * improved setup and clarity
  
  * fixed root .env.example
  
  * revert changes
  
  * updated files
  
  * updated sample
  
  * updated zero code
  
  * test fixes and fixed links
  
  * fix devui
  
  * removed planning docs
  
  * added enable method and updated readme and samples
  
  * clarified docstring
  
  * add return annotation
  
  * updated naming
  
  * update capatilized version
  
  * updated readme and some fixes
  
  * updated decorator name inline with the rest
  
  * feedback from comments addressed
  
  * Python: Fix middleware terminate flag to exit function calling loop immediately (#2868)
  
  * Fix middleware terminate flag to exit function calling loop immediately
  
  * Eliminating duck typing
  
  * Improve function exec result handling
  
  * Fix race condition
  
  * Fix mypy issues
  
  * Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867)
  
  * Fix context duplication in handoff workflows when restoring from checkpoint
  
  * Address Copilot PR review
  
  * .NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850)
  
  * Update to latest Azure.AI.*, OpenAI, and M.E.AI*
  
  Absorb breaking changes in Responses surface area
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Bump actions/download-artifact from 6 to 7 (#2862)
  
  Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
  - [Release notes](https://github.com/actions/download-artifact/releases)
  - [Commits](https://github.com/actions/download-artifact/compare/v6...v7)
  
  ---
  updated-dependencies:
  - dependency-name: actions/download-artifact
    dependency-version: '7'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/cache from 4 to 5 (#2861)
  
  Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.
  - [Release notes](https://github.com/actions/cache/releases)
  - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
  - [Commits](https://github.com/actions/cache/compare/v4...v5)
  
  ---
  updated-dependencies:
  - dependency-name: actions/cache
    dependency-version: '5'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/upload-artifact from 5 to 6 (#2860)
  
  Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.
  - [Release notes](https://github.com/actions/upload-artifact/releases)
  - [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/upload-artifact
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python : Ollama Connector for Agent Framework (#1104)
  
  * Initial Commit for Olama Connector
  
  * Added Olama Sample
  
  * Add Sample & Fixed Open Telemetry
  
  * Fixed Spelling from Olama to Ollama
  
  * remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr
  
  * Added Tool Calling
  
  * Finalizing test cases
  
  * Adjust samples to be more reliable
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/pyproject.toml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/tests/test_ollama_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Improved Docstrings & Sample
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Integrate PR Feedback
  - Divided Streaming and Non-Streaming into independent Methods
  - Catch Ollama Validation Error
  - Add OTEL Provider Name
  - Checked Ollama Messages
  - Add Usage Statistics
  
  * Revert setting, so it can be none
  
  * Validate Message formatting between AF and Ollama
  
  * Catch Ollama Error and raise a ServiceResponse Error
  
  * Fix mypy error
  
  * remove .vscode comma
  
  * Add Reasoning support & adjust to new structure
  
  * Add Ollama Multimodality and Reasoning
  
  * Add test cases for reasoning
  
  * Add Tests for Error Handling in Ollama Client
  
  * Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Integrated Copilot Feedback
  
  * Implement first PR Feedback
  
  * Adjust Readme files for examples
  
  * Adjust argument passing via additional chat options
  
  * Implemented PR Feedback
  
  * Removing Ollama Package from Core and moving samples
  
  * Fix Link & Adding Samples to Main Sample Readme
  
  * Fixing Links in Readme
  
  * Moved Multimodal and Chat Example
  
  * Fixed Link in ChatClient to Ollama
  
  * Fix AgentFramework Links in Ollama Project
  
  * Fix observability breaking change
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Skip failing IT (#2904)
  
  * .NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906)
  
  * Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened
  
  * Force a CosmosDB source code change to trigger the pipeline
  
  * Address possible string boolean mismatch
  
  * Add debug
  
  * Enabling emulator always when running IT
  
  * .NET: Add TTLs to durable agent sessions (#2679)
  
  * .NET: Add TTLs to durable agent sessions
  
  * Remove unnecessary async
  
  * PR feedback: clarify UTC
  
  * PR feedback: limit minimum signal delay to <= 5 minutes
  
  * PR feedback: Fix TTL disablement
  
  * Linter: use auto-property
  
  * Fix build break from OpenAI SDK change
  
  * Updated CHANGELOG.md
  
  * PR feedback
  
  * Reduce default TTL to 14 days to work around DTS bug
  
  * Python:  Update Mem0Provider to use v2 search API `filters` parameter (#2766)
  
  * short fix to move id parameters to filters object
  
  * added tests
  
  * small fix
  
  * mem0 dependency update
  
  * Updated package versions (#2913)
  
  * .NET: Switch to new "Run" method name. (#2843)
  
  * Switch to new "RunAgent" method name.
  
  * Try to disable false positive naming warning.
  
  * Add comment about disabled warnings.
  
  * Rename `RunAgent` to just `Run`.
  
  * Update CHANGELOG.
  
  * Python: Switch to new "run" method name. (#2890)
  
  * Switch to `run` method.
  
  * Add support for deprecated `run_agent`.
  
  * Fix entity method name.
  
  * Fix method name and improve tests.
  
  * Update comment.
  
  * Update Python CHANGELOG.
  
  * [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844)
  
  * WIP: Factory pattern to handoff
  
  * Add factory pattern to concurrent orchestration builder; Next: tests and sample verification
  
  * Add tests and improve comments
  
  * Fix mypy
  
  * Simplify handoff_simple.py
  
  * Simplify handoff_autonoumous.py and bug fix
  
  * Update readme
  
  * Address Copilot comments
  
  * Python: Flow custom kwargs to agents via Workflow SharedState (#2894)
  
  * Flow custom kwargs to agents via SharedState
  
  * Address Copilot feedback
  
  * Improve sample typing
  
  * Fix test
  
  * Fix Pydantic error when using Literal type for tool params (#2893)
  
  * Updated Ollama package version (#2920)
  
  * Python: Azure AI Agent with Bing Grounding Citations Sample (#2892)
  
  * bing grounding sample with citations
  
  * small fix
  
  * fix
  
  * .NET: Make DelegatingAIAgent abstract (#2797)
  
  * Initial plan
  
  * Make DelegatingAIAgent abstract
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Added additional arguments for Azure AI agent (#2922)
  
  * Python: Correction of MCP image type conversion in  _mcp.py (#2901)
  
  * Correction of MCP image type conversion in  _mcp.py
  
  * Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()
  
  * Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations
  
  * Pass kwargs into subworkflows (#2923)
  
  * Python: Move ollama samples to samples getting started dir (#2921)
  
  * Move ollama samples to samples getting started dir
  
  * Address feedback
  
  * Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843)
  
  * fix: correct BadRequestError when using Pydantic model in response_format
  
  * Fix lint
  
  ---------
  
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  
  * .NET: [Breaking] Delete display name property (#2758)
  
  * delete the AIAgent.DisplayName property
  
  * use agent name as a first value for activity display name
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: cleanup and refactoring of chat clients (#2937)
  
  * refactoring and unifying naming schemes of internal methods of chat clients
  
  * set tool_choice to auto
  
  * fix for mypy
  
  * added note on naming and fix #2951
  
  * fix responses
  
  * fixes in azure ai agents client
  
  * Python: Workflow add option to visualize internal executors (#2917)
  
  * Workflow add option to visualize internal executors
  
  * Address Copilot comments
  
  * Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948)
  
  * added camelCase input to run id and thread id aligning with @ag-ui/core
  
  * fixed per copilot suggestions
  
  * Python: Add workflow cancellation sample (#2732)
  
  * Add workflow cancellation sample
  
  Add sample demonstrating how to cancel a running workflow using asyncio
  tasks. Shows both cancellation mid-execution and normal completion paths.
  Useful for implementing timeouts, graceful shutdown, or A2A executors.
  
  * update docstring
  
  * .NET: Update Anthropic package to version 12.0.0 (#2914)
  
  * Initial plan
  
  * Update Anthropic package to version 12.0.0
  
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  * Python: Add Azure Managed Redis Support with Credential Provider (#2887)
  
  * azure redis support
  
  * small fixes
  
  * azure managed redis sample
  
  * fixes
  
  * Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856)
  
  ---
  updated-dependencies:
  - dependency-name: CommunityToolkit.Aspire.OllamaSharp
    dependency-version: 13.0.0
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946)
  
  * Fix kwargs propagation through workflow.as_agent()
  
  * Fix WorkflowAgent to respect AgentExecutor output_response setting
  
  * .NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759)
  
  * Use GrpcEntityRunner instead of TaskEntityDispatcher
  
  * Pin to Durable worker 1.11.0
  
  * Set the invocation result
  
  * Update all Durable packages
  
  * Update changelog, rename dispatcher to encondedEntityRequest
  
  * Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968)
  
  * Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG
  
  * update lock
  
  * Fix formatting
  
  * Fix ChatKit typing
  
  * Python: Introducing Foundry Local Chat Clients (#2915)
  
  * redo foundry local chat client
  
  * fix mypy and spelling
  
  * better docstring, updated sample
  
  * fixed tests and added tests
  
  * small sample update
  
  * Updated package versions (#2978)
  
  * Python: Added GitHub MCP sample with PAT (#2967)
  
  * added github mcp sample with PAT
  
  * addressed copilot fixes
  
  * env fix
  
  * Python: Preserve reasoning blocks with OpenRouter (#2950)
  
  * Preserve reasoning blocks with OpenRouter
  
  * Put encrypted reasoning in TextReasoningContent
  
  * Remove unneccessary change
  
  * Fix docs
  
  * Support streaming
  
  * Fix handling None in TextReasoningContent.text
  
  * Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975)
  
  * added response.created and response.in_progress to include response.id
  
  * better doc string
  
  * added tests for the new streaming event types
  
  * Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)
  
  * Pushing the bedrock related changes to the new branch after addressing the review comments
  
  * 2524 Addressed the second round review comments
  
  * 2524 Addressed few more minor comments on the PR
  
  * resolving the merge conflict
  
  * 2524 resolved the uv.lock conflicts
  
  * 2524 addressed more comments
  
  * 2524 removed the print statement to fix the checks failure
  
  * 2524 resolved the CI failure issues
  
  * 2524 fixing the CI breaks
  
  * 2524 Addressed the review comment
  
  * 2524 resolved conflict
  
  ---------
  
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  
  * .NET: [Durable Agents] Reliable streaming sample (#2942)
  
  * .NET: [Durable Agents] Reliable streaming sample
  
  * Add automated validation for new sample
  
  * Address Copilot PR feedback
  
  * Fix typo in README.md about agent definitions (#2634)
  
  * Fix typo in README.md about agent definitions
  
  * Update agent-samples/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: latency improvements (#3014)
  
  * latency improvements
  
  * fixed mypy, added coding standards and instructions
  
  * slight logic improvement
  
  * Python: Updated package versions (#3024)
  
  * Updated package versions
  
  * Updated changelog
  
  * Python: add powerfx safe mode (#3028)
  
  * add powerfx safe mode
  
  * improved docstring and aligned env_file loading
  
  * ensured test uses reset
  
  * .NET: [Breaking] Introduce RunCoreAsync/RunCoreStreamingAsync delegation pattern in AIAgent (#2749)
  
  * Initial plan
  
  * Refactor AIAgent: Make RunAsync and RunStreamingAsync non-abstract, add RunCoreAsync and RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix infinite recursion in test implementations
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Make RunAsync and RunStreamingAsync non-virtual as requested
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix DelegatingAIAgent subclasses to use RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix XML documentation references in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Restore <see cref> tags with proper qualified signatures in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Rollback unnecessary XML documentation changes in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Remove pragma and update crefs to RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix EntityAgentWrapper to call base.RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * fix compilation issues
  
  * fix compilatio issue
  
  * fix tests
  
  * fix unit tests
  
  * fix unit test
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * add issue template and additional labeling (#3006)
  
  * fix and extra int test (#3037)
  
  * .NET: [BREAKING] Refactor ChatMessageStore methods to be similar to AIContextProvider and add filtering support (#2604)
  
  * Refactor ChatMessageStore methods to be similar to AIContextProvider
  
  * Fix file encoding
  
  * Ensure that AIContextProvider messages area also persisted.
  
  * Update formatting and seal context classes
  
  * Improve formatting
  
  * Remove optional messages from constructor and add unit test
  
  * Add ChatMessageStore filtering via a decorator
  
  * Update sample and cosmos message store to store AIContextProvider messages in right order. Fix unit tests.
  
  * Update Workflowmessage store to use aicontext provider messages.
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Improve xml docs messaging
  
  * Address code review comments.
  
  * Also notify message store on failure
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * [BREAKING] Remove unused AgentThreadMetadata (#3067)
  
  * Remove unused AgentThreadMetadata
  
  * Update DurableTask Changelog
  
  * Python: Fix AzureAIClient failure when conversation history contains assistant messages (#3076)
  
  * Fix AzureAIClient failure when conversation history contains assistant messages
  
  * Address PR review feedback: improve docstring and test assertions
  
  * Remove redundant cast
  
  * Fix: Update OTLP exporter protocol conditions (#3070)
  
  * Python: Fix ExecutorInvokedEvent and ExecutorCompletedEvent observability data (#3090)
  
  * Fix ExecutorInvokedEvent.data mutation bug
  
  * Fix bug related to not yielding output type
  
  * .NET: Seal ChatClientAgentThread (#2842)
  
  * Initial plan
  
  * Seal ChatClientAgentThread class
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix broken strands urls. (#3102)
  
  * Fix broken strands urls.
  
  * Fix typos
  
  * .NET: Fix message ordering inconsistency when using AIContextProvider (#2659)
  
  * Initial plan
  
  * Fix message ordering inconsistency when using AIContextProvider
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Revert to original message ordering: Input, AIContextProvider, Response
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Reorder messages to ChatClient to match MessageStore order: Existing, Input, AIContextProvider
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Remove redundant test methods as existing tests already verify the behavior
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * fix: tool_choice parameter not being honored when passed to agent.run() (#3095)
  
  * sharepoint sample fix (#3108)
  
  * Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109)
  
  * Bump Bedrock version to latest (#3110)
  
  * Python: Fix MCP tool result serialization for list[TextContent] (#2523)
  
  * Fix MCP tool result serialization for list[TextContent]
  
  When MCP tools return results containing list[TextContent], they were
  incorrectly serialized to object repr strings like:
  '[<agent_framework._types.TextContent object at 0x...>]'
  
  This fix properly extracts text content from list items by:
  1. Checking if items have a 'text' attribute (TextContent)
  2. Using model_dump() for items that support it
  3. Falling back to str() for other types
  4. Joining single items as plain text, multiple items as JSON array
  
  Fixes #2509
  
  * Address PR review feedback for MCP tool result serialization
  
  - Extract serialize_content_result() to shared _utils.py
  - Fix logic: use texts[0] instead of join for single item
  - Add type annotation: texts: list[str] = []
  - Return empty string for empty list instead of '[]'
  - Move import json to file top level
  - Add comprehensive unit tests for serialization
  
  * Address PR review feedback: fix type checking and double serialization
  
  - Add isinstance(item.text, str) check to ensure text attribute is a string
  - Fix double-serialization issue by keeping model_dump results as dicts
    until final json.dumps (removes escaped JSON strings in arrays)
  - Improve docstring with detailed return value documentation
  - Add test for non-string text attribute handling
  - Add tests for list type tool results in _events.py path
  
  * Simplify PR: minimal changes to fix MCP tool result serialization
  
  Addresses reviewer feedback about excessive refactoring:
  - Reset _events.py to original structure
  - Only add import and use serialize_content_result in one location
  - All review comments addressed in serialize_content_result():
    - Added isinstance(item.text, str) check
    - Use model_dump(mode="json") to avoid double-serialization
    - Improved docstring with explicit return value documentation
    - Empty list returns "" instead of "[]"
  
  * Refactor: Move MCP TextContent serialization to core prepare_function_call_results
  
  Per reviewer feedback, moved the TextContent serialization logic from
  ag-ui's serialize_content_result to the core package's
  prepare_function_call_results function.
  
  Changes:
  - Added handling for objects with 'text' attribute (like MCP TextContent)
    in _prepare_function_call_results_as_dumpable
  - Removed serialize_content_result from ag-ui/_utils.py
  - Updated _events.py and _message_adapters.py to use
    prepare_function_call_results from core package
  - Updated tests to match the core function's behavior
  
  * Fix failing tests for prepare_function_call_results behavior
  
  - test_tool_result_with_none: Update expected value to 'null' (JSON serialization of None)
  - test_tool_result_with_model_dump_objects: Use Pydantic BaseModel instead of plain class
  
  * Fix B903 linter error: Convert MockTextContent to dataclass
  
  The ruff linter was reporting B903 (class could be dataclass or namedtuple)
  for the MockTextContent test helper classes. This commit converts them to
  dataclasses to satisfy the linter check.
  
  * Python: Improve DevUI, add Context Inspector view as new tab under traces (#2742)
  
  * Improve DevUI, add Context Inspector view as new tab under traces
  
  * fix mypy errors
  
  * fix: Handle stale MCP connections in DevUI executor
  
  MCP tools can become stale when HTTP streaming responses end - the underlying
  stdio streams close but `is_connected` remains True. This causes subsequent
  requests to fail with `ClosedResourceError`.
  
  Add `_ensure_mcp_connections()` to detect and reconnect stale MCP tools before
  agent execution. This is a workaround for an upstream Agent Framework issue
  where connection state isn't properly tracked.
  
  Fixes MCP tools failing on second HTTP request in DevUI.
  
  fixes  #1476 #1515 #2865
  
  * fix #1572 report import dependency errors more clearly
  
  * Ensure there is streaming toggle where users can select streaming vs non streaming mode in devui . Fixes .NET: [Python] DevUI tool call rendering in non-streaming mode?
  
  * remove unused dead code
  
  * improve ux - workflows with agents show a chat component in execution timelien, also ensure magentic final output shows correctly
  
  * update ui build
  
  * update devui to use instrumentation instead of tracing, other instrumentation and type/instance check fixes
  
  * .NET: Seal factory contexts and add non JSO deserialize overloads (#3066)
  
  * Seal factory contexts and add non JSO deserialize overloads
  
  * 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>
  
  * Enable blank issues in issue template configuration
  
  Need to re-enable creating blank issues
  
  * updated templates (#3106)
  
  * updated templates
  
  * enabled blank and fixed triage
  
  * made language optional and moved to the bottom for features
  
  * Python: Streaming sample for azurefunctions (#3057)
  
  * Streaming sample for azurefunctions
  
  * Fixed links and sample name
  
  * Addressed feedback
  
  * Addressed feedback
  
  * Fixed integration tests
  
  * Updated test
  
  * Python: fix(azure-ai): Fix response_format handling for structured outputs (#3114)
  
  * fix(azure-ai): read response_format from chat_options instead of run_options
  
  * refactor: use explicit None checks for response_format
  
  * Fix mypy error
  
  * Mypy fix
  
  * Python: Bump python version to 1.0.0b260107 for a release (#3128)
  
  * Bump python version to 1.0.0b260107 for a release
  
  * Update changelog
  
  * Make A2AAgent public, so that it's concrete implementation methods can be used. (#3119)
  
  * .NET: Map additional props <-> A2A metadata (#3137)
  
  * map additional props from agent run options to a2a request metadata
  
  * small touches
  
  * add unit tests for new extension methods
  
  * Sort using
  
  * add unit test
  
  * add additiona unit tests
  
  * special case json element to avoid unnecessary serialization
  
  * Python: Fix Anthropic streaming response bugs (#3141)
  
  * test commit identity
  
  * fix(anthropic): fix raw_representation and finish_reason in streaming
  
  * lint fix
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.5 to 4.0.5.1 (#2994)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Bump Anthropic from 12.0.0 to 12.0.1 (#2993)
  
  ---
  updated-dependencies:
  - dependency-name: Anthropic
    dependency-version: 12.0.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: [Breaking] Prevent loss of input messages & streamed updates when resuming streaming (#2748)
  
  * save input messages and stream updates to the continuation token to be able to use them in the last successful stream resumption call.
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * fix typo
  
  * init continuation token from chat response
  
  * remove unnecessary types for source generation
  
  * remove check for continuation token passed at initial run
  
  * remove check for continuation token pass at initial run
  
  * centralize continuation token parsing
  
  * update xml comments
  
  * use readonly collection instead of enumerable
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * .NET: fix: Expose WorkflowErrorEvent as ErrorContent (#2762)
  
  * fix: Expose WorkflowErrorEvent as ErrorContent
  
  When hosted using .AsAgent(), Workflows were not exposing inner errors coming as Exceptions (through the WorkflowErrorEvent)
  
  The fix is to convert their message to an ErrorContent on the way out, rather than rely on the default "empty update" to collect the raw event.
  
  * feat: Add a way to show/suppress exception information
  
  * Bump Microsoft.Agents.AI.Workflows from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1 (#2997)
  
  ---
  updated-dependencies:
  - dependency-name: Microsoft.Agents.AI.Workflows
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * .NET: Add Run overloads to expose ChatClientAgentRunOptions in IntelliSense (#3115)
  
  * Initial plan
  
  * Add ChatClientAgentExtensions for improved discoverability of ChatClientAgentRunOptions
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Address code review feedback - use collection expression syntax
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Apply suggestion from @westey-m
  
  * Fix issues with Copilot implementation
  
  * Add additional tests for structured output overloads.
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Python: Add tool call/result content types and update connectors and samples (#2971)
  
  * Add new AI content types and image tool support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Add Python content types for tool calls/results and image generation tool support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Address review feedback for tool content and samples
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Tighten image generation typing and sample tools list
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Align image generation output typing
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Handle MCP naming, image options mapping, and connector tool content
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Allow MCP call in function approval request
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Remove raw image_generation tool remapping
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Restore Anthropic tool_use to function calls unless code execution
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix lint issues for hosted file docstring and MCP parsing
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Import ChatResponse types in Anthropic client
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix Anthropics citation type imports and MCP typing for handoff/tools
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Skip lightning tests without agentlightning and fix function call import
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * fix lint on lab package
  
  * rebuilt anthropic parsing
  
  * redid anthropic parsing
  
  * typo
  
  * updated parsing and added missing docstrings
  
  * fix tests
  
  * mypy fixes
  
  * second mypy fix
  
  * add new class to other samples
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  
  * Bump Google.GenAI from 0.6.0 to 0.9.0 (#2995)
  
  ---
  updated-dependencies:
  - dependency-name: Google.GenAI
    dependency-version: 0.9.0
    dependency-type: direct:production
    update-type: version-update:semver-minor
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#3123)
  
  Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
  - [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
  - [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)
  
  ---
  updated-dependencies:
  - dependency-name: js-yaml
    dependency-version: 4.1.1
    dependency-type: indirect
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Updated package versions (#3144)
  
  * .NET: Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI (#2996)
  
  * Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI
  
  Bumps Microsoft.Agents.AI.OpenAI from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1
  Bumps Microsoft.Extensions.AI.OpenAI from 10.1.0-preview.1.25608.1 to 10.1.1-preview.1.25612.2
  
  ---
  updated-dependencies:
  - dependency-name: Microsoft.Agents.AI.OpenAI
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Extensions.AI.OpenAI
    dependency-version: 10.1.1-preview.1.25612.2
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Agents.AI.OpenAI
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Extensions.AI.OpenAI
    dependency-version: 10.1.1-preview.1.25612.2
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  
  * Fixed samples
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Python: fix(ag-ui): Execute tools with approval_mode, fix shared state, code cleanup  (#3079)
  
  * fix(ag-ui): execute tools after approval in human-in-the-loop flow
  
  * Fix shared state bug
  
  * Bug fix finalized
  
  * Refactoring to clean up code
  
  * Code cleanup
  
  * More fixes
  
  * More code cleanup
  
  * Add version detection in __init__.py to ruff ignore list
  
  * Track agent name with updates for workflow agent (#3146)
  
  * Python: Fix AzureAIClient tool call bug for AG-UI use (#3148)
  
  * Fiz AzureAIClient tool call bug
  
  * Address copilot feedback
  
  * Python: multiple bug fixes (#3150)
  
  * fix Python: kwargs are not passed to _prepare_thread_and_messages in ChatAgent.run
  Fixes #3118
  
  * fix Python: [Bug]: model_id versus model_deployment_name is confusing in Azure AI Agents
  Fixes #3147
  
  * add types
  
  * fixed type and docstring
  
  * fix(anthropic): fix duplicate ToolCallStartEvent in streaming tool calls (#3051)
  
  When processing `input_json_delta` events, the Anthropic client was
  passing the tool name from the previous `tool_use` event. This caused
  ag-ui's `_handle_function_call_content` to emit a `ToolCallStartEvent`
  for every streaming chunk (since it triggers on `if content.name:`).
  
  This fix changes the behavior to pass an empty string for `name` in
  `input_json_delta` events, matching OpenAI's behavior where streaming
  argument chunks have `name=""`. The initial `tool_use` event still
  provides the tool name, so only one `ToolCallStartEvent` is emitted.
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * .NET: [BREAKING] Change GetNewThread and DeserializeThread to async (#3152)
  
  * Change GetNewThread and DeserializeThread plus ChatMessageStore and AIContextProvider Factories to async
  
  * Merge fixes
  
  * Fix Ollama model env var in documentation (#3156)
  
  Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>
  
  * Python: Add Pydantic request model and OpenAPI tags support to AG-UI FastAPI endpoint (#2522)
  
  * feat(ag-ui): Add Pydantic request model and OpenAPI tags support
  
  - Add AGUIRequest Pydantic model in _types.py with field descriptions
  - Update add_agent_framework_fastapi_endpoint() to accept tags parameter
  - Use AGUIRequest model for automatic validation and OpenAPI schema generation
  - Export AGUIRequest and DEFAULT_TAGS in __init__.py
  - Update test_endpoint.py to expect 422 for invalid requests
  - Add tests for OpenAPI schema, default tags, custom tags, and validation
  
  Benefits:
  - Better API documentation with complete request schema in Swagger UI
  - Automatic request validation with Pydantic
  - Organized endpoints under 'AG-UI' tag instead of 'default'
  - Improved developer experience and type safety
  
  Fixes #<issue-number>
  
  * test(ag-ui): Add test for internal error handling to achieve 100% coverage
  
  - Add test_endpoint_internal_error_handling() to cover exception handling code
  - Mock copy.deepcopy to simulate internal error during default_state processing
  - Add type: ignore for FastAPI tags parameter (known pyright compatibility issue)
  - Achieves 100% test coverage for _endpoint.py (previously missing lines 103-105)
  
  * .NET: Improve resolving `AITool` from DI (#3175)
  
  * remove localagenttoolregistry
  
  * also give the factory method API
  
  * Python: Fix MCPStreamableHTTPTool to use new streamable_http_client API (#3088)
  
  * Fix MCPStreamableHTTPTool to use new streamable_http_client API with proper httpx client cleanup
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Update docstring to reflect new streamable_http_client API usage
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Refactor MCPStreamableHTTPTool to accept optional http_client parameter and delegate client creation to streamable_http_client
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Update mcp package minimum version to 1.24.0 for streamable_http_client API support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix critical bugs: apply headers/timeout/sse_read_timeout when creating httpx client, add version constraint <2, and properly manage client lifecycle
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Simplify implementation: remove headers/timeout/sse_read_timeout params, remove kwargs, remove close() override per feedback
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Add back **kwargs parameter for backward compatibility (accepted but not used)
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Remove unused httpx import from test file
  
  Note: The uv.lock file needs to be updated with 'uv sync' to reflect the mcp version constraint change (>=1.24.0,<2)
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * cicd fixes
  
  * udpated samples with headers examples
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  
  * azureai direct a2a endpoint support (#3127)
  
  * Python: [BREAKING]: removed display_name, renamed context_providers, middleware and AggregateContextProvider (#3139)
  
  * removed display_name, renamed context_providers, middleware and AggregateContextProvider
  
  * fixes
  
  * fixed test
  
  * testfix
  
  * removed mistakenly put back test
  
  * updated new test
  
  * rename middlewares to middleware
  
  * middleware fixes
  
  * Python: MCP Improvements: improved connection loss behavior, pagination for loading and a param to control representation (#3154)
  
  * pagination support (#2848) added a parse_tool_result param and connection loss (#2884)
  
  * fix #3153
  
  * improved connection handling
  
  * improved logic
  
  * Python: Add declarative workflow runtime (#2815)
  
  * Further support for declarative python workflows
  
  * Add tests. Clean up for typing and formatting
  
  * Improvements and cleanup
  
  * Typing cleanup. Improve docstrings
  
  * Proper code in docstrings
  
  * Fix malformed code-block directive in docstring
  
  * Remove dead links
  
  * PR feedback
  
  * Address PR feedback
  
  * Address PR feedback
  
  * Remove sl
  
  * Update devui frontend
  
  * More cleanup
  
  * Fix uv lock
  
  * Skip Py 3.14 tests as powerfx doesn't support it
  
  * Fix mypy error
  
  * Fix for tool calls
  
  * Removed stale docstring
  
  * Fix lint
  
  * Standardize on .NET namespaces. Revert DevUI changes (bring in later)
  
  * Implement remaining items for Python declarative support to match dotnet
  
  * point URL to agent, not to agentcard (#3176)
  
  * Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140)
  
  * WIP typeddict for options
  
  * updated all clients and ChatAgents
  
  * updated everything
  
  * added ADR
  
  * fix mypy
  
  * proper typevar imports
  
  * fixed import
  
  * fixed other imports
  
  * slight update in the sample
  
  * updated from feedback
  
  * fixes
  
  * fixed missing covariants and test fixes
  
  * fixed typing
  
  * updated anthropic thinking config
  
  * ruff fixes
  
  * fixed int tests
  
  * fix tests and mypy
  
  * updated integration tests
  
  * updated docstring and test fix
  
  * improved options handling in obser
  
  * mypy fix
  
  * updated a host of integration tests
  
  * fix tests
  
  * bedrock fix
  
  * [BREAKING] Python: Refactor orchestrations (#3023)
  
  * Group chat refactoring Part 1; Next: HIL and handoff
  
  * Add agent approval flow; next samples
  
  * WIP: samples
  
  * WIP: HIL samples
  
  * Group chat HIL working; next: handoff
  
  * Fix group chat tool approval sample
  
  * WIP: refactor handoff; next handoff handling
  
  * Handoff done; next handoff samples and concurrent and sequential
  
  * Handoff samples, concurrent, and sequential done; next Magentic
  
  * WIP: magentic; next test with samples + HIL
  
  * Magentic Working; next fix all samples and tests
  
  * Fix handoff samples; next tests
  
  * WIP: fixing tests; some orchestration as agent samples are failing
  
  * Group chat unit tests done
  
  * Handoff  unit tests done
  
  * Remove old orchestration_request_info and fix related tests
  
  * Magentic unit tests done
  
  * Fix samples
  
  * Fix test
  
  * Fix test 2
  
  * mypy
  
  * Address comments
  
  * Update readme
  
  * Address comments
  
  * Address comments 2
  
  * Replace display name
  
  * Python: ADR for create/get agent API (#2618)
  
  * ADR for create/get agent API
  
  * Updated ADR with implementation options
  
  * Small updates
  
  * Updated decision outcome section
  
  * Updated broken links
  
  * Small updates
  
  * Fixed merge conflicts
  
  * Small fix
  
  * Updated decision outcome section
  
  * Small fixes
  
  * Updated provider naming based on client SDK
  
  * Add ignored parameter for CodeQL in workflow (#3204)
  
  * Implement IReadOnlyList on InMemoryChatMessageStore (#3205)
  
  * .NET: Make ChatMessageStore and AIContextProvider context props settable (#3196)
  
  * Make ChatMessageStore and AIContextProvider context props setable
  
  * Add validation to preserve non-null requirement of certain properties.
  
  * Fix broken tests.
  
  * Python: Add dependencies param to ag-ui FastAPI endpoint (#3191)
  
  * Add dependencies param to ag-ui FastAPI endpoint
  
  * Address Copilot feedback
  
  * renamed all (#3207)
  
  * Python: ADR for simplified get response (#3098)
  
  * ADR for simplified get response
  
  * updated some language, added agent option and code comparison
  
  * small update in sample
  
  * added workflows and expanded some points
  
  * changed decision and number
  
  * updated with stream=False default
  
  * .NET: [Breaking] Rename`AgentRunResponse` and `AgentRunResponseUpdate` classes (#3197)
  
  * rename AgentRunResponse and AgentRunResponseUpdate classes - part1
  
  * rename varialbles, parameters, methods and tests
  
  * rollback unnecessary changes
  
  * .NET: [Breaking] Rename AgentRunResponseEvent and AgentRunUpdateEvent classes (#3214)
  
  * rename AgentRunResponseEvent and AgentRunUpdateEvent classes
  
  * rollback unnecessary changes
  
  * Python: Create/Get Agent API for Azure V2 (#3059)
  
  * Added get_agent method to Azure AI V2
  
  * Small fixes
  
  * Small fix
  
  * Removed AzureAIAgentProvider
  
  * Added create_agent method
  
  * Small fixes
  
  * Fixed code interpreter tool mapping
  
  * Added agent provider for V2 client
  
  * Updated response format handling
  
  * Added provider example
  
  * Fixed errors
  
  * Update python/samples/getting_started/agents/azure_ai/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Small fix
  
  * Updates from merge
  
  * Resolved comments
  
  * Resolved comments
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: Add more specific exceptions to Workflow (#3188)
  
  * Add more specifc workflow exceptions
  
  * Fix tests
  
  * AI comments
  
  * Misc
  
  * Python: Added AzureAI sample for downloading code interpreter generated files (#3189)
  
  * added azure ai code interpreter file download sample
  
  * copilot fix suggestions
  
  * function name fixes + readme update
  
  * small fix
  
  * update package versions (#3223)
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Python: fix(core): correct FunctionResultContent ordering in WorkflowAgent.merge_updates (#3168)
  
  * fix(core): simplify FunctionResultContent ordering in WorkflowAgent.merge_updates
  
  * improve comment
  
  * Fix name
  
  * fix(workflows): rename WorkflowOutputEvent.source_executor_id to executor_id for API consistency (#3166)
  
  * Python: fix(ag-ui): add MCP tool support for AG-UI approval flows (#3212)
  
  * add MCP tool support for AG-UI approval flows
  
  * use attribute in place of property
  
  * Python: Properly configure structured outputs based on new options dict (#3213)
  
  * Properly configure structured outputs based on new options dict
  
  * Fix mypy
  
  * .NET: Merge AgentRunOptions.AdditionalProperties into ChatOptions.AdditionalProperties (#3184)
  
  * Merge AgentRunOptions.AdditionalProperties into ChatOptions.AdditionalProperties
  
  * Fix namespace and typo.
  
  * .NET: Update Google.GenAI to 0.11.0 and remove polyfill implementations (#3232)
  
  * Initial plan
  
  * Update Google.GenAI to 0.11.0 and remove polyfill files
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@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>
  
  * .NET: [BREAKING] Renamed CreateAIAgent/GetAIAgent to AsAIAgent (#3222)
  
  * Renamed chat client extension method
  
  * Additional renaming
  
  * Updated documentation
  
  * Fixed tests
  
  * Small fix
  
  * Small fix
  
  * Updated DurableAIAgent and fixed integration tests (#3241)
  
  * Python: Create/Get Agent API for Azure V1 (#3192)
  
  * Added provider implementation for Azure AI V1
  
  * Small fixes
  
  * Fixed OpenAPI example
  
  * Fixed local MCP example
  
  * Fixed hosted MCP example
  
  * Fixed file search sample
  
  * Small fixes
  
  * Resolved comments
  
  * Doc updates
  
  * Bump azure-core from 1.37.0 to 1.38.0 in /python (#3209)
  
  Bumps [azure-core](https://github.com/Azure/azure-sdk-for-python) from 1.37.0 to 1.38.0.
  - [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
  - [Commits](https://github.com/Azure/azure-sdk-for-python/compare/azure-core_1.37.0...azure-core_1.38.0)
  
  ---
  updated-dependencies:
  - dependency-name: azure-core
    dependency-version: 1.38.0
    dependency-type: indirect
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python: Create/Get Agent API for OpenAI Assistants (#3208)
  
  * Added provider implementation
  
  * Added example with response format
  
  * Small improvements
  
  * Python: (AG-UI) Support service-managed thread on AG-UI  (#3136)
  
  * added service thread support
  
  * set service_thread_id to only supplied_thread_id
  
  * uses raw_representation to extract the conversation_id
  
  * removed accidental edit
  
  * updated test to use raw_representation
  
  * resolves copilot review feedback
  
  * revert back StubAgent, since not used
  
  * removed relative module import
  
  * removed hasattr check per PR feedback
  
  * Create/Get Agent API - fixes and example improvements (#3246)
  
  * Fix merge conflicts
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>
  Co-authored-by: Tao Chen <taochen@microsoft.com>
  Co-authored-by: Kurt <65111699+q33566@users.noreply.github.com>
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: Korolev Dmitry <deagle.gross@gmail.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Jose Luis Latorre Millas <joslat@gmail.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Richard Ortega <richardjortega@gmail.com>
  Co-authored-by: 刘邦学AI <lbbniu@gmail.com>
  Co-authored-by: Stephen Toub <stoub@microsoft.com>
  Co-authored-by: Nico Möller <nkm-moeller@mail.de>
  Co-authored-by: Chris Gillum <cgillum@microsoft.com>
  Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
  Co-authored-by: Phillip Hoff <phillip.hoff@gmail.com>
  Co-authored-by: Ege Ozan Özyedek <36128615+egeozanozyedek@users.noreply.github.com>
  Co-authored-by: samueljohnsiby <66901393+samueljohnsiby@users.noreply.github.com>
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  Co-authored-by: Hao Luo <338265+howlowck@users.noreply.github.com>
  Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  Co-authored-by: Jacob Viau <javia@microsoft.com>
  Co-authored-by: SuperKenVery <39673849+SuperKenVery@users.noreply.github.com>
  Co-authored-by: Sunil Dutta <dutta.2003@gmail.com>
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  Co-authored-by: Syrine Chelly <62653967+SyChell@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>
  Co-authored-by: takanori-terai <123897708+takanori-terai@users.noreply.github.com>
  Co-authored-by: claude89757 <138977524+claude89757@users.noreply.github.com>
  Co-authored-by: Gavin Aguiar <80794152+gavin-aguiar@users.noreply.github.com>
  Co-authored-by: Sukeesh <vsukeeshbabu@gmail.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  Co-authored-by: Ao Chen <chenao3220@gmail.com>
  Co-authored-by: Dina Suehiro Jones <dina.s.jones@intel.com>
  
  * Python: Add integration tests for durabletask package (#3317)
  
  * Add integration tests
  
  * Fix flaky test
  
  * Fix env viz
  
  * Fix tests and address feedback
  
  * Fix imports for durabletask (#3345)
  
  * .NET: Python: Merge `main` into `feature-durabletask` branch (#3385)
  
  * Python: Add factory pattern to concurrent orchestration builder (#2738)
  
  * Add factory pattern to concurrent orchestration builder
  
  * Update readme
  
  * Address AI comments
  
  * Fix unit tests
  
  * Fix import
  
  * Prevent multiple calls to set participants or factories
  
  * Add comments
  
  * Mitigate warnings
  
  * Fix mypy
  
  * Address comments
  
  * Address Copilot comments
  
  * Fix tests
  
  * Python: fix: GroupChat ManagerSelectionResponse JSON Schema for OpenAI Structured Outpu… (#2750)
  
  * fix: ManagerSelectionResponse JSON Schema for OpenAI Structured Output Strict Mode
  
  * refactor: install pre-commit then commit again
  
  * Capture file IDs from code interpreter in streaming responses (#2741)
  
  * .NET: [BREAKING] Prevent nulls in AIAgent property (#2719)
  
  * prevent nulls in AIAgent property
  
  * address feedback
  
  * code ql sm04598 (#2723)
  
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * .NET: Add Conversation State Sample (Step05) (#2697)
  
  * Initial plan
  
  * Add Agent_OpenAI_Step05_Conversation sample for conversation state management
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update Program.cs comment to accurately describe the sample
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Update the code to use the ConversationClient more in line with the samples in OpenAI
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Changing sample to use ChatClientAgent and conversationId in GetNewThread
  
  ---------
  
  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 <175728472+Copilot@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.7 to 4.0.4.11 (#2777)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.4.11
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.Identity from 1.17.0 to 1.17.1 (#2780)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.Identity
    dependency-version: 1.17.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2778)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python: added more complete parsing for mcp tool arguments (#2756)
  
  * added more complete parsing for mcp tool arguments
  
  * fixed mypy
  
  * added nonlocal model counter, and some fixes
  
  * fixes in naming logic
  
  * extracted json parsing function, added parametrized test and checked coverage
  
  * Python: Updated package versions (#2784)
  
  * Updated package versions
  
  * Small fix
  
  * Bump actions/checkout from 5 to 6 (#2404)
  
  Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.
  - [Release notes](https://github.com/actions/checkout/releases)
  - [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/actions/checkout/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/checkout
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: adds support for labels in edges,  fixes rendering of labels in dot a… (#1507)
  
  * adds support for labels in edges,  fixes rendering of labels in dot and mermaid, adds rendering of labels in edges
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Visualization/WorkflowVisualizer.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * escaping edge labels, adding tests for labels containing strange characters that would break the diagram and enabling the previous signature so the API has backwards compatibility.
  
  * Unify label in EdgeData
  
  * Edge API adjustments, removed useless "sanitizer"
  
  * fixed test
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Added custom args and thread object to ai_function kwargs (#2769)
  
  * Added an example of using kwargs in ai_function
  
  * Added thread object to ai_function kwargs
  
  * Updated docs
  
  * Small fix
  
  * Added thread parameter filtering
  
  * Fix WorkflowAgent to include thread convo history. Enable checkpointing. (#2774)
  
  * Update OpenAIResponses.yaml to match AgentSchema (#2598)
  
  1. Update `connection` child types --  `kind: ApiKey` to `kind: key` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/apikeyconnection/
  
  2.  Update `outputSchema`'s `PropertySchema` to be `kind` instead of `type` otherwise schema will fail: https://microsoft.github.io/AgentSchema/reference/propertyschema/
  
  * Python: Remove warnings from workflow builder on not using factories (#2808)
  
  * Revert concurrent
  
  * Fix comments
  
  * Python: Filter framework kwargs from MCP tool invocations (#2870)
  
  * Filter framework kwargs from MCP tool invocations
  
  * Fixes
  
  * Python: Fix WorkflowAgent to emit yield_output as agent response (#2866)
  
  * Fix WorkflowAgent to emit yield_output as agent response
  
  * use raw_representation
  
  * Raw representation handling
  
  * Python: Use agent description in HandoffBuilder auto-generated tools (#2713) (#2714)
  
  ## Summary
  Enhanced `HandoffBuilder._apply_auto_tools` to use the target agent's
  description when creating handoff tools, providing more informative tool
  descriptions for LLMs.
  
  ## Changes
  - Modified `_apply_auto_tools` to extract `description` from
    `AgentExecutor._agent` when available
  - Updated iteration to use `.items()` for more efficient dict traversal
  - Handoff tools now use agent descriptions instead of generic placeholders
  
  ## Example
  Before: "Handoff to the refund_agent agent."
  After: "You handle refund requests. Ask for order details and process refunds."
  
  ## Testing
  - All handoff tests pass (20/20)
  - No breaking changes to existing API
  
  Fixes #2713
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * Python: [BREAKING] Observability updates (#2782)
  
  * fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
  Fixes #2186
  
  * WIP on updates using configure_azure_monitor
  
  * improved setup and clarity
  
  * fixed root .env.example
  
  * revert changes
  
  * updated files
  
  * updated sample
  
  * updated zero code
  
  * test fixes and fixed links
  
  * fix devui
  
  * removed planning docs
  
  * added enable method and updated readme and samples
  
  * clarified docstring
  
  * add return annotation
  
  * updated naming
  
  * update capatilized version
  
  * updated readme and some fixes
  
  * updated decorator name inline with the rest
  
  * feedback from comments addressed
  
  * Python: Fix middleware terminate flag to exit function calling loop immediately (#2868)
  
  * Fix middleware terminate flag to exit function calling loop immediately
  
  * Eliminating duck typing
  
  * Improve function exec result handling
  
  * Fix race condition
  
  * Fix mypy issues
  
  * Python: Fix context duplication in handoff workflows when restoring from checkpoint (#2867)
  
  * Fix context duplication in handoff workflows when restoring from checkpoint
  
  * Address Copilot PR review
  
  * .NET: Update to latest Azure.AI.*, OpenAI, and M.E.AI* (#2850)
  
  * Update to latest Azure.AI.*, OpenAI, and M.E.AI*
  
  Absorb breaking changes in Responses surface area
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Utilities/ChatClientExtensions.cs
  
  * Update dotnet/samples/GettingStarted/AgentWithOpenAI/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Program.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Using patch to remove the model is necessary, updated the response client to actually use the the ForAgent
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
  
  * Bump actions/download-artifact from 6 to 7 (#2862)
  
  Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 6 to 7.
  - [Release notes](https://github.com/actions/download-artifact/releases)
  - [Commits](https://github.com/actions/download-artifact/compare/v6...v7)
  
  ---
  updated-dependencies:
  - dependency-name: actions/download-artifact
    dependency-version: '7'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/cache from 4 to 5 (#2861)
  
  Bumps [actions/cache](https://github.com/actions/cache) from 4 to 5.
  - [Release notes](https://github.com/actions/cache/releases)
  - [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
  - [Commits](https://github.com/actions/cache/compare/v4...v5)
  
  ---
  updated-dependencies:
  - dependency-name: actions/cache
    dependency-version: '5'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump actions/upload-artifact from 5 to 6 (#2860)
  
  Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 5 to 6.
  - [Release notes](https://github.com/actions/upload-artifact/releases)
  - [Commits](https://github.com/actions/upload-artifact/compare/v5...v6)
  
  ---
  updated-dependencies:
  - dependency-name: actions/upload-artifact
    dependency-version: '6'
    dependency-type: direct:production
    update-type: version-update:semver-major
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python : Ollama Connector for Agent Framework (#1104)
  
  * Initial Commit for Olama Connector
  
  * Added Olama Sample
  
  * Add Sample & Fixed Open Telemetry
  
  * Fixed Spelling from Olama to Ollama
  
  * remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr
  
  * Added Tool Calling
  
  * Finalizing test cases
  
  * Adjust samples to be more reliable
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/pyproject.toml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/tests/test_ollama_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Improved Docstrings & Sample
  
  * Update python/packages/ollama/agent_framework_ollama/_chat_client.py
  
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Integrate PR Feedback
  - Divided Streaming and Non-Streaming into independent Methods
  - Catch Ollama Validation Error
  - Add OTEL Provider Name
  - Checked Ollama Messages
  - Add Usage Statistics
  
  * Revert setting, so it can be none
  
  * Validate Message formatting between AF and Ollama
  
  * Catch Ollama Error and raise a ServiceResponse Error
  
  * Fix mypy error
  
  * remove .vscode comma
  
  * Add Reasoning support & adjust to new structure
  
  * Add Ollama Multimodality and Reasoning
  
  * Add test cases for reasoning
  
  * Add Tests for Error Handling in Ollama Client
  
  * Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Integrated Copilot Feedback
  
  * Implement first PR Feedback
  
  * Adjust Readme files for examples
  
  * Adjust argument passing via additional chat options
  
  * Implemented PR Feedback
  
  * Removing Ollama Package from Core and moving samples
  
  * Fix Link & Adding Samples to Main Sample Readme
  
  * Fixing Links in Readme
  
  * Moved Multimodal and Chat Example
  
  * Fixed Link in ChatClient to Ollama
  
  * Fix AgentFramework Links in Ollama Project
  
  * Fix observability breaking change
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  
  * Skip failing IT (#2904)
  
  * .NET: Cosmos DB UT Fast Skip (For Non-Configured Local envs) (#2906)
  
  * Cosmos DB UT Fast Skip (Non-Configured Local envs) + Long running UT skip in pipeline when no CosmosDB changes happened
  
  * Force a CosmosDB source code change to trigger the pipeline
  
  * Address possible string boolean mismatch
  
  * Add debug
  
  * Enabling emulator always when running IT
  
  * .NET: Add TTLs to durable agent sessions (#2679)
  
  * .NET: Add TTLs to durable agent sessions
  
  * Remove unnecessary async
  
  * PR feedback: clarify UTC
  
  * PR feedback: limit minimum signal delay to <= 5 minutes
  
  * PR feedback: Fix TTL disablement
  
  * Linter: use auto-property
  
  * Fix build break from OpenAI SDK change
  
  * Updated CHANGELOG.md
  
  * PR feedback
  
  * Reduce default TTL to 14 days to work around DTS bug
  
  * Python:  Update Mem0Provider to use v2 search API `filters` parameter (#2766)
  
  * short fix to move id parameters to filters object
  
  * added tests
  
  * small fix
  
  * mem0 dependency update
  
  * Updated package versions (#2913)
  
  * .NET: Switch to new "Run" method name. (#2843)
  
  * Switch to new "RunAgent" method name.
  
  * Try to disable false positive naming warning.
  
  * Add comment about disabled warnings.
  
  * Rename `RunAgent` to just `Run`.
  
  * Update CHANGELOG.
  
  * Python: Switch to new "run" method name. (#2890)
  
  * Switch to `run` method.
  
  * Add support for deprecated `run_agent`.
  
  * Fix entity method name.
  
  * Fix method name and improve tests.
  
  * Update comment.
  
  * Update Python CHANGELOG.
  
  * [BREAKING] Python: Add factory pattern to handoff orchestration builder (#2844)
  
  * WIP: Factory pattern to handoff
  
  * Add factory pattern to concurrent orchestration builder; Next: tests and sample verification
  
  * Add tests and improve comments
  
  * Fix mypy
  
  * Simplify handoff_simple.py
  
  * Simplify handoff_autonoumous.py and bug fix
  
  * Update readme
  
  * Address Copilot comments
  
  * Python: Flow custom kwargs to agents via Workflow SharedState (#2894)
  
  * Flow custom kwargs to agents via SharedState
  
  * Address Copilot feedback
  
  * Improve sample typing
  
  * Fix test
  
  * Fix Pydantic error when using Literal type for tool params (#2893)
  
  * Updated Ollama package version (#2920)
  
  * Python: Azure AI Agent with Bing Grounding Citations Sample (#2892)
  
  * bing grounding sample with citations
  
  * small fix
  
  * fix
  
  * .NET: Make DelegatingAIAgent abstract (#2797)
  
  * Initial plan
  
  * Make DelegatingAIAgent abstract
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Added additional arguments for Azure AI agent (#2922)
  
  * Python: Correction of MCP image type conversion in  _mcp.py (#2901)
  
  * Correction of MCP image type conversion in  _mcp.py
  
  * Added a new overload to the init function of the DataContent() type of the Agent Framework, edited the test case to correctly test the usage of the data and uri fields while using DataContent()
  
  * Fixed tests related to the changes of the DataContent type, added testing for both string and byte representations
  
  * Pass kwargs into subworkflows (#2923)
  
  * Python: Move ollama samples to samples getting started dir (#2921)
  
  * Move ollama samples to samples getting started dir
  
  * Address feedback
  
  * Python: fix: correct BadRequestError when using Pydantic model in response_fo… (#1843)
  
  * fix: correct BadRequestError when using Pydantic model in response_format
  
  * Fix lint
  
  ---------
  
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  
  * .NET: [Breaking] Delete display name property (#2758)
  
  * delete the AIAgent.DisplayName property
  
  * use agent name as a first value for activity display name
  
  * Update dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/HandoffAgentExecutor.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: cleanup and refactoring of chat clients (#2937)
  
  * refactoring and unifying naming schemes of internal methods of chat clients
  
  * set tool_choice to auto
  
  * fix for mypy
  
  * added note on naming and fix #2951
  
  * fix responses
  
  * fixes in azure ai agents client
  
  * Python: Workflow add option to visualize internal executors (#2917)
  
  * Workflow add option to visualize internal executors
  
  * Address Copilot comments
  
  * Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948)
  
  * added camelCase input to run id and thread id aligning with @ag-ui/core
  
  * fixed per copilot suggestions
  
  * Python: Add workflow cancellation sample (#2732)
  
  * Add workflow cancellation sample
  
  Add sample demonstrating how to cancel a running workflow using asyncio
  tasks. Shows both cancellation mid-execution and normal completion paths.
  Useful for implementing timeouts, graceful shutdown, or A2A executors.
  
  * update docstring
  
  * .NET: Update Anthropic package to version 12.0.0 (#2914)
  
  * Initial plan
  
  * Update Anthropic package to version 12.0.0
  
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  
  * Python: Add Azure Managed Redis Support with Credential Provider (#2887)
  
  * azure redis support
  
  * small fixes
  
  * azure managed redis sample
  
  * fixes
  
  * Bump CommunityToolkit.Aspire.OllamaSharp from 13.0.0-beta.440 to 13.0.0 (#2856)
  
  ---
  updated-dependencies:
  - dependency-name: CommunityToolkit.Aspire.OllamaSharp
    dependency-version: 13.0.0
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.4.11 to 4.0.5 (#2853)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  
  * Bump Azure.AI.AgentServer.AgentFramework from 1.0.0-beta.4 to 1.0.0-beta.5 (#2854)
  
  ---
  updated-dependencies:
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Azure.AI.AgentServer.AgentFramework
    dependency-version: 1.0.0-beta.5
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Python: Fix WorkflowAgent event handling and kwargs forwarding (#2946)
  
  * Fix kwargs propagation through workflow.as_agent()
  
  * Fix WorkflowAgent to respect AgentExecutor output_response setting
  
  * .NET: Use GrpcEntityRunner instead of TaskEntityDispatcher (#2759)
  
  * Use GrpcEntityRunner instead of TaskEntityDispatcher
  
  * Pin to Durable worker 1.11.0
  
  * Set the invocation result
  
  * Update all Durable packages
  
  * Update changelog, rename dispatcher to encondedEntityRequest
  
  * Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968)
  
  * Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG
  
  * update lock
  
  * Fix formatting
  
  * Fix ChatKit typing
  
  * Python: Introducing Foundry Local Chat Clients (#2915)
  
  * redo foundry local chat client
  
  * fix mypy and spelling
  
  * better docstring, updated sample
  
  * fixed tests and added tests
  
  * small sample update
  
  * Updated package versions (#2978)
  
  * Python: Added GitHub MCP sample with PAT (#2967)
  
  * added github mcp sample with PAT
  
  * addressed copilot fixes
  
  * env fix
  
  * Python: Preserve reasoning blocks with OpenRouter (#2950)
  
  * Preserve reasoning blocks with OpenRouter
  
  * Put encrypted reasoning in TextReasoningContent
  
  * Remove unneccessary change
  
  * Fix docs
  
  * Support streaming
  
  * Fix handling None in TextReasoningContent.text
  
  * Python: Added response.created and response.in_progress event process to OpenAIBaseResponseClient (#2975)
  
  * added response.created and response.in_progress to include response.id
  
  * better doc string
  
  * added tests for the new streaming event types
  
  * Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)
  
  * Pushing the bedrock related changes to the new branch after addressing the review comments
  
  * 2524 Addressed the second round review comments
  
  * 2524 Addressed few more minor comments on the PR
  
  * resolving the merge conflict
  
  * 2524 resolved the uv.lock conflicts
  
  * 2524 addressed more comments
  
  * 2524 removed the print statement to fix the checks failure
  
  * 2524 resolved the CI failure issues
  
  * 2524 fixing the CI breaks
  
  * 2524 Addressed the review comment
  
  * 2524 resolved conflict
  
  ---------
  
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  
  * .NET: [Durable Agents] Reliable streaming sample (#2942)
  
  * .NET: [Durable Agents] Reliable streaming sample
  
  * Add automated validation for new sample
  
  * Address Copilot PR feedback
  
  * Fix typo in README.md about agent definitions (#2634)
  
  * Fix typo in README.md about agent definitions
  
  * Update agent-samples/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: latency improvements (#3014)
  
  * latency improvements
  
  * fixed mypy, added coding standards and instructions
  
  * slight logic improvement
  
  * Python: Updated package versions (#3024)
  
  * Updated package versions
  
  * Updated changelog
  
  * Python: add powerfx safe mode (#3028)
  
  * add powerfx safe mode
  
  * improved docstring and aligned env_file loading
  
  * ensured test uses reset
  
  * .NET: [Breaking] Introduce RunCoreAsync/RunCoreStreamingAsync delegation pattern in AIAgent (#2749)
  
  * Initial plan
  
  * Refactor AIAgent: Make RunAsync and RunStreamingAsync non-abstract, add RunCoreAsync and RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix infinite recursion in test implementations
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Make RunAsync and RunStreamingAsync non-virtual as requested
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix DelegatingAIAgent subclasses to use RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix XML documentation references in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Restore <see cref> tags with proper qualified signatures in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Rollback unnecessary XML documentation changes in AnonymousDelegatingAIAgent
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Remove pragma and update crefs to RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix EntityAgentWrapper to call base.RunCoreAsync/RunCoreStreamingAsync
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * fix compilation issues
  
  * fix compilatio issue
  
  * fix tests
  
  * fix unit tests
  
  * fix unit test
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * add issue template and additional labeling (#3006)
  
  * fix and extra int test (#3037)
  
  * .NET: [BREAKING] Refactor ChatMessageStore methods to be similar to AIContextProvider and add filtering support (#2604)
  
  * Refactor ChatMessageStore methods to be similar to AIContextProvider
  
  * Fix file encoding
  
  * Ensure that AIContextProvider messages area also persisted.
  
  * Update formatting and seal context classes
  
  * Improve formatting
  
  * Remove optional messages from constructor and add unit test
  
  * Add ChatMessageStore filtering via a decorator
  
  * Update sample and cosmos message store to store AIContextProvider messages in right order. Fix unit tests.
  
  * Update Workflowmessage store to use aicontext provider messages.
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Improve xml docs messaging
  
  * Address code review comments.
  
  * Also notify message store on failure
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * [BREAKING] Remove unused AgentThreadMetadata (#3067)
  
  * Remove unused AgentThreadMetadata
  
  * Update DurableTask Changelog
  
  * Python: Fix AzureAIClient failure when conversation history contains assistant messages (#3076)
  
  * Fix AzureAIClient failure when conversation history contains assistant messages
  
  * Address PR review feedback: improve docstring and test assertions
  
  * Remove redundant cast
  
  * Fix: Update OTLP exporter protocol conditions (#3070)
  
  * Python: Fix ExecutorInvokedEvent and ExecutorCompletedEvent observability data (#3090)
  
  * Fix ExecutorInvokedEvent.data mutation bug
  
  * Fix bug related to not yielding output type
  
  * .NET: Seal ChatClientAgentThread (#2842)
  
  * Initial plan
  
  * Seal ChatClientAgentThread class
  
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * Fix broken strands urls. (#3102)
  
  * Fix broken strands urls.
  
  * Fix typos
  
  * .NET: Fix message ordering inconsistency when using AIContextProvider (#2659)
  
  * Initial plan
  
  * Fix message ordering inconsistency when using AIContextProvider
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Revert to original message ordering: Input, AIContextProvider, Response
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Reorder messages to ChatClient to match MessageStore order: Existing, Input, AIContextProvider
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Remove redundant test methods as existing tests already verify the behavior
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * fix: tool_choice parameter not being honored when passed to agent.run() (#3095)
  
  * sharepoint sample fix (#3108)
  
  * Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109)
  
  * Bump Bedrock version to latest (#3110)
  
  * Python: Fix MCP tool result serialization for list[TextContent] (#2523)
  
  * Fix MCP tool result serialization for list[TextContent]
  
  When MCP tools return results containing list[TextContent], they were
  incorrectly serialized to object repr strings like:
  '[<agent_framework._types.TextContent object at 0x...>]'
  
  This fix properly extracts text content from list items by:
  1. Checking if items have a 'text' attribute (TextContent)
  2. Using model_dump() for items that support it
  3. Falling back to str() for other types
  4. Joining single items as plain text, multiple items as JSON array
  
  Fixes #2509
  
  * Address PR review feedback for MCP tool result serialization
  
  - Extract serialize_content_result() to shared _utils.py
  - Fix logic: use texts[0] instead of join for single item
  - Add type annotation: texts: list[str] = []
  - Return empty string for empty list instead of '[]'
  - Move import json to file top level
  - Add comprehensive unit tests for serialization
  
  * Address PR review feedback: fix type checking and double serialization
  
  - Add isinstance(item.text, str) check to ensure text attribute is a string
  - Fix double-serialization issue by keeping model_dump results as dicts
    until final json.dumps (removes escaped JSON strings in arrays)
  - Improve docstring with detailed return value documentation
  - Add test for non-string text attribute handling
  - Add tests for list type tool results in _events.py path
  
  * Simplify PR: minimal changes to fix MCP tool result serialization
  
  Addresses reviewer feedback about excessive refactoring:
  - Reset _events.py to original structure
  - Only add import and use serialize_content_result in one location
  - All review comments addressed in serialize_content_result():
    - Added isinstance(item.text, str) check
    - Use model_dump(mode="json") to avoid double-serialization
    - Improved docstring with explicit return value documentation
    - Empty list returns "" instead of "[]"
  
  * Refactor: Move MCP TextContent serialization to core prepare_function_call_results
  
  Per reviewer feedback, moved the TextContent serialization logic from
  ag-ui's serialize_content_result to the core package's
  prepare_function_call_results function.
  
  Changes:
  - Added handling for objects with 'text' attribute (like MCP TextContent)
    in _prepare_function_call_results_as_dumpable
  - Removed serialize_content_result from ag-ui/_utils.py
  - Updated _events.py and _message_adapters.py to use
    prepare_function_call_results from core package
  - Updated tests to match the core function's behavior
  
  * Fix failing tests for prepare_function_call_results behavior
  
  - test_tool_result_with_none: Update expected value to 'null' (JSON serialization of None)
  - test_tool_result_with_model_dump_objects: Use Pydantic BaseModel instead of plain class
  
  * Fix B903 linter error: Convert MockTextContent to dataclass
  
  The ruff linter was reporting B903 (class could be dataclass or namedtuple)
  for the MockTextContent test helper classes. This commit converts them to
  dataclasses to satisfy the linter check.
  
  * Python: Improve DevUI, add Context Inspector view as new tab under traces (#2742)
  
  * Improve DevUI, add Context Inspector view as new tab under traces
  
  * fix mypy errors
  
  * fix: Handle stale MCP connections in DevUI executor
  
  MCP tools can become stale when HTTP streaming responses end - the underlying
  stdio streams close but `is_connected` remains True. This causes subsequent
  requests to fail with `ClosedResourceError`.
  
  Add `_ensure_mcp_connections()` to detect and reconnect stale MCP tools before
  agent execution. This is a workaround for an upstream Agent Framework issue
  where connection state isn't properly tracked.
  
  Fixes MCP tools failing on second HTTP request in DevUI.
  
  fixes  #1476 #1515 #2865
  
  * fix #1572 report import dependency errors more clearly
  
  * Ensure there is streaming toggle where users can select streaming vs non streaming mode in devui . Fixes .NET: [Python] DevUI tool call rendering in non-streaming mode?
  
  * remove unused dead code
  
  * improve ux - workflows with agents show a chat component in execution timelien, also ensure magentic final output shows correctly
  
  * update ui build
  
  * update devui to use instrumentation instead of tracing, other instrumentation and type/instance check fixes
  
  * .NET: Seal factory contexts and add non JSO deserialize overloads (#3066)
  
  * Seal factory contexts and add non JSO deserialize overloads
  
  * 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>
  
  * Enable blank issues in issue template configuration
  
  Need to re-enable creating blank issues
  
  * updated templates (#3106)
  
  * updated templates
  
  * enabled blank and fixed triage
  
  * made language optional and moved to the bottom for features
  
  * Python: Streaming sample for azurefunctions (#3057)
  
  * Streaming sample for azurefunctions
  
  * Fixed links and sample name
  
  * Addressed feedback
  
  * Addressed feedback
  
  * Fixed integration tests
  
  * Updated test
  
  * Python: fix(azure-ai): Fix response_format handling for structured outputs (#3114)
  
  * fix(azure-ai): read response_format from chat_options instead of run_options
  
  * refactor: use explicit None checks for response_format
  
  * Fix mypy error
  
  * Mypy fix
  
  * Python: Bump python version to 1.0.0b260107 for a release (#3128)
  
  * Bump python version to 1.0.0b260107 for a release
  
  * Update changelog
  
  * Make A2AAgent public, so that it's concrete implementation methods can be used. (#3119)
  
  * .NET: Map additional props <-> A2A metadata (#3137)
  
  * map additional props from agent run options to a2a request metadata
  
  * small touches
  
  * add unit tests for new extension methods
  
  * Sort using
  
  * add unit test
  
  * add additiona unit tests
  
  * special case json element to avoid unnecessary serialization
  
  * Python: Fix Anthropic streaming response bugs (#3141)
  
  * test commit identity
  
  * fix(anthropic): fix raw_representation and finish_reason in streaming
  
  * lint fix
  
  * Bump AWSSDK.Extensions.Bedrock.MEAI from 4.0.5 to 4.0.5.1 (#2994)
  
  ---
  updated-dependencies:
  - dependency-name: AWSSDK.Extensions.Bedrock.MEAI
    dependency-version: 4.0.5.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Bump Anthropic from 12.0.0 to 12.0.1 (#2993)
  
  ---
  updated-dependencies:
  - dependency-name: Anthropic
    dependency-version: 12.0.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * .NET: [Breaking] Prevent loss of input messages & streamed updates when resuming streaming (#2748)
  
  * save input messages and stream updates to the continuation token to be able to use them in the last successful stream resumption call.
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/tests/Microsoft.Agents.AI.UnitTests/ChatClient/ChatClientAgent_BackgroundResponsesTests.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update dotnet/src/Microsoft.Agents.AI/ChatClient/ChatClientAgentContinuationToken.cs
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * fix typo
  
  * init continuation token from chat response
  
  * remove unnecessary types for source generation
  
  * remove check for continuation token passed at initial run
  
  * remove check for continuation token pass at initial run
  
  * centralize continuation token parsing
  
  * update xml comments
  
  * use readonly collection instead of enumerable
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * .NET: fix: Expose WorkflowErrorEvent as ErrorContent (#2762)
  
  * fix: Expose WorkflowErrorEvent as ErrorContent
  
  When hosted using .AsAgent(), Workflows were not exposing inner errors coming as Exceptions (through the WorkflowErrorEvent)
  
  The fix is to convert their message to an ErrorContent on the way out, rather than rely on the default "empty update" to collect the raw event.
  
  * feat: Add a way to show/suppress exception information
  
  * Bump Microsoft.Agents.AI.Workflows from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1 (#2997)
  
  ---
  updated-dependencies:
  - dependency-name: Microsoft.Agents.AI.Workflows
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  
  * .NET: Add Run overloads to expose ChatClientAgentRunOptions in IntelliSense (#3115)
  
  * Initial plan
  
  * Add ChatClientAgentExtensions for improved discoverability of ChatClientAgentRunOptions
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Address code review feedback - use collection expression syntax
  
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Apply suggestion from @westey-m
  
  * Fix issues with Copilot implementation
  
  * Add additional tests for structured output overloads.
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: westey-m <164392973+westey-m@users.noreply.github.com>
  
  * Python: Add tool call/result content types and update connectors and samples (#2971)
  
  * Add new AI content types and image tool support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Add Python content types for tool calls/results and image generation tool support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Address review feedback for tool content and samples
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Tighten image generation typing and sample tools list
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Align image generation output typing
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Handle MCP naming, image options mapping, and connector tool content
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Allow MCP call in function approval request
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Remove raw image_generation tool remapping
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Restore Anthropic tool_use to function calls unless code execution
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix lint issues for hosted file docstring and MCP parsing
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Import ChatResponse types in Anthropic client
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix Anthropics citation type imports and MCP typing for handoff/tools
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Skip lightning tests without agentlightning and fix function call import
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * fix lint on lab package
  
  * rebuilt anthropic parsing
  
  * redid anthropic parsing
  
  * typo
  
  * updated parsing and added missing docstrings
  
  * fix tests
  
  * mypy fixes
  
  * second mypy fix
  
  * add new class to other samples
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  
  * Bump Google.GenAI from 0.6.0 to 0.9.0 (#2995)
  
  ---
  updated-dependencies:
  - dependency-name: Google.GenAI
    dependency-version: 0.9.0
    dependency-type: direct:production
    update-type: version-update:semver-minor
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  
  * Bump js-yaml from 4.1.0 to 4.1.1 in /python/packages/devui/frontend (#3123)
  
  Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 4.1.0 to 4.1.1.
  - [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md)
  - [Commits](https://github.com/nodeca/js-yaml/compare/4.1.0...4.1.1)
  
  ---
  updated-dependencies:
  - dependency-name: js-yaml
    dependency-version: 4.1.1
    dependency-type: indirect
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Updated package versions (#3144)
  
  * .NET: Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI (#2996)
  
  * Bump Microsoft.Agents.AI.OpenAI and Microsoft.Extensions.AI.OpenAI
  
  Bumps Microsoft.Agents.AI.OpenAI from 1.0.0-preview.251125.1 to 1.0.0-preview.251219.1
  Bumps Microsoft.Extensions.AI.OpenAI from 10.1.0-preview.1.25608.1 to 10.1.1-preview.1.25612.2
  
  ---
  updated-dependencies:
  - dependency-name: Microsoft.Agents.AI.OpenAI
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Extensions.AI.OpenAI
    dependency-version: 10.1.1-preview.1.25612.2
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Agents.AI.OpenAI
    dependency-version: 1.0.0-preview.251219.1
    dependency-type: direct:production
    update-type: version-update:semver-patch
  - dependency-name: Microsoft.Extensions.AI.OpenAI
    dependency-version: 10.1.1-preview.1.25612.2
    dependency-type: direct:production
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  
  * Fixed samples
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Python: fix(ag-ui): Execute tools with approval_mode, fix shared state, code cleanup  (#3079)
  
  * fix(ag-ui): execute tools after approval in human-in-the-loop flow
  
  * Fix shared state bug
  
  * Bug fix finalized
  
  * Refactoring to clean up code
  
  * Code cleanup
  
  * More fixes
  
  * More code cleanup
  
  * Add version detection in __init__.py to ruff ignore list
  
  * Track agent name with updates for workflow agent (#3146)
  
  * Python: Fix AzureAIClient tool call bug for AG-UI use (#3148)
  
  * Fiz AzureAIClient tool call bug
  
  * Address copilot feedback
  
  * Python: multiple bug fixes (#3150)
  
  * fix Python: kwargs are not passed to _prepare_thread_and_messages in ChatAgent.run
  Fixes #3118
  
  * fix Python: [Bug]: model_id versus model_deployment_name is confusing in Azure AI Agents
  Fixes #3147
  
  * add types
  
  * fixed type and docstring
  
  * fix(anthropic): fix duplicate ToolCallStartEvent in streaming tool calls (#3051)
  
  When processing `input_json_delta` events, the Anthropic client was
  passing the tool name from the previous `tool_use` event. This caused
  ag-ui's `_handle_function_call_content` to emit a `ToolCallStartEvent`
  for every streaming chunk (since it triggers on `if content.name:`).
  
  This fix changes the behavior to pass an empty string for `name` in
  `input_json_delta` events, matching OpenAI's behavior where streaming
  argument chunks have `name=""`. The initial `tool_use` event still
  provides the tool name, so only one `ToolCallStartEvent` is emitted.
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * .NET: [BREAKING] Change GetNewThread and DeserializeThread to async (#3152)
  
  * Change GetNewThread and DeserializeThread plus ChatMessageStore and AIContextProvider Factories to async
  
  * Merge fixes
  
  * Fix Ollama model env var in documentation (#3156)
  
  Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>
  
  * Python: Add Pydantic request model and OpenAPI tags support to AG-UI FastAPI endpoint (#2522)
  
  * feat(ag-ui): Add Pydantic request model and OpenAPI tags support
  
  - Add AGUIRequest Pydantic model in _types.py with field descriptions
  - Update add_agent_framework_fastapi_endpoint() to accept tags parameter
  - Use AGUIRequest model for automatic validation and OpenAPI schema generation
  - Export AGUIRequest and DEFAULT_TAGS in __init__.py
  - Update test_endpoint.py to expect 422 for invalid requests
  - Add tests for OpenAPI schema, default tags, custom tags, and validation
  
  Benefits:
  - Better API documentation with complete request schema in Swagger UI
  - Automatic request validation with Pydantic
  - Organized endpoints under 'AG-UI' tag instead of 'default'
  - Improved developer experience and type safety
  
  Fixes #<issue-number>
  
  * test(ag-ui): Add test for internal error handling to achieve 100% coverage
  
  - Add test_endpoint_internal_error_handling() to cover exception handling code
  - Mock copy.deepcopy to simulate internal error during default_state processing
  - Add type: ignore for FastAPI tags parameter (known pyright compatibility issue)
  - Achieves 100% test coverage for _endpoint.py (previously missing lines 103-105)
  
  * .NET: Improve resolving `AITool` from DI (#3175)
  
  * remove localagenttoolregistry
  
  * also give the factory method API
  
  * Python: Fix MCPStreamableHTTPTool to use new streamable_http_client API (#3088)
  
  * Fix MCPStreamableHTTPTool to use new streamable_http_client API with proper httpx client cleanup
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Update docstring to reflect new streamable_http_client API usage
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Refactor MCPStreamableHTTPTool to accept optional http_client parameter and delegate client creation to streamable_http_client
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Update mcp package minimum version to 1.24.0 for streamable_http_client API support
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Fix critical bugs: apply headers/timeout/sse_read_timeout when creating httpx client, add version constraint <2, and properly manage client lifecycle
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Simplify implementation: remove headers/timeout/sse_read_timeout params, remove kwargs, remove close() override per feedback
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Add back **kwargs parameter for backward compatibility (accepted but not used)
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * Remove unused httpx import from test file
  
  Note: The uv.lock file needs to be updated with 'uv sync' to reflect the mcp version constraint change (>=1.24.0,<2)
  
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  
  * cicd fixes
  
  * udpated samples with headers examples
  
  ---------
  
  Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  
  * azureai direct a2a endpoint support (#3127)
  
  * Python: [BREAKING]: removed display_name, renamed context_providers, middleware and AggregateContextProvider (#3139)
  
  * removed display_name, renamed context_providers, middleware and AggregateContextProvider
  
  * fixes
  
  * fixed test
  
  * testfix
  
  * removed mistakenly put back test
  
  * updated new test
  
  * rename middlewares to middleware
  
  * middleware fixes
  
  * Python: MCP Improvements: improved connection loss behavior, pagination for loading and a param to control representation (#3154)
  
  * pagination support (#2848) added a parse_tool_result param and connection loss (#2884)
  
  * fix #3153
  
  * improved connection handling
  
  * improved logic
  
  * Python: Add declarative workflow runtime (#2815)
  
  * Further support for declarative python workflows
  
  * Add tests. Clean up for typing and formatting
  
  * Improvements and cleanup
  
  * Typing cleanup. Improve docstrings
  
  * Proper code in docstrings
  
  * Fix malformed code-block directive in docstring
  
  * Remove dead links
  
  * PR feedback
  
  * Address PR feedback
  
  * Address PR feedback
  
  * Remove sl
  
  * Update devui frontend
  
  * More cleanup
  
  * Fix uv lock
  
  * Skip Py 3.14 tests as powerfx doesn't support it
  
  * Fix mypy error
  
  * Fix for tool calls
  
  * Removed stale docstring
  
  * Fix lint
  
  * Standardize on .NET namespaces. Revert DevUI changes (bring in later)
  
  * Implement remaining items for Python declarative support to match dotnet
  
  * point URL to agent, not to agentcard (#3176)
  
  * Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140)
  
  * WIP typeddict for options
  
  * updated all clients and ChatAgents
  
  * updated everything
  
  * added ADR
  
  * fix mypy
  
  * proper typevar imports
  
  * fixed import
  
  * fixed other imports
  
  * slight update in the sample
  
  * updated from feedback
  
  * fixes
  
  * fixed missing covariants and test fixes
  
  * fixed typing
  
  * updated anthropic thinking config
  
  * ruff fixes
  
  * fixed int tests
  
  * fix tests and mypy
  
  * updated integration tests
  
  * updated docstring and test fix
  
  * improved options handling in obser
  
  * mypy fix
  
  * updated a host of integration tests
  
  * fix tests
  
  * bedrock fix
  
  * [BREAKING] Python: Refactor orchestrations (#3023)
  
  * Group chat refactoring Part 1; Next: HIL and handoff
  
  * Add agent approval flow; next samples
  
  * WIP: samples
  
  * WIP: HIL samples
  
  * Group chat HIL working; next: handoff
  
  * Fix group chat tool approval sample
  
  * WIP: refactor handoff; next handoff handling
  
  * Handoff done; next handoff samples and concurrent and sequential
  
  * Handoff samples, concurrent, and sequential done; next Magentic
  
  * WIP: magentic; next test with samples + HIL
  
  * Magentic Working; next fix all samples and tests
  
  * Fix handoff samples; next tests
  
  * WIP: fixing tests; some orchestration as agent samples are failing
  
  * Group chat unit tests done
  
  * Handoff  unit tests done
  
  * Remove old orchestration_request_info and fix related tests
  
  * Magentic unit tests done
  
  * Fix samples
  
  * Fix test
  
  * Fix test 2
  
  * mypy
  
  * Address comments
  
  * Update readme
  
  * Address comments
  
  * Address comments 2
  
  * Replace display name
  
  * Python: ADR for create/get agent API (#2618)
  
  * ADR for create/get agent API
  
  * Updated ADR with implementation options
  
  * Small updates
  
  * Updated decision outcome section
  
  * Updated broken links
  
  * Small updates
  
  * Fixed merge conflicts
  
  * Small fix
  
  * Updated decision outcome section
  
  * Small fixes
  
  * Updated provider naming based on client SDK
  
  * Add ignored parameter for CodeQL in workflow (#3204)
  
  * Implement IReadOnlyList on InMemoryChatMessageStore (#3205)
  
  * .NET: Make ChatMessageStore and AIContextProvider context props settable (#3196)
  
  * Make ChatMessageStore and AIContextProvider context props setable
  
  * Add validation to preserve non-null requirement of certain properties.
  
  * Fix broken tests.
  
  * Python: Add dependencies param to ag-ui FastAPI endpoint (#3191)
  
  * Add dependencies param to ag-ui FastAPI endpoint
  
  * Address Copilot feedback
  
  * renamed all (#3207)
  
  * Python: ADR for simplified get response (#3098)
  
  * ADR for simplified get response
  
  * updated some language, added agent option and code comparison
  
  * small update in sample
  
  * added workflows and expanded some points
  
  * changed decision and number
  
  * updated with stream=False default
  
  * .NET: [Breaking] Rename`AgentRunResponse` and `AgentRunResponseUpdate` classes (#3197)
  
  * rename AgentRunResponse and AgentRunResponseUpdate classes - part1
  
  * rename varialbles, parameters, methods and tests
  
  * rollback unnecessary changes
  
  * .NET: [Breaking] Rename AgentRunResponseEvent and AgentRunUpdateEvent classes (#3214)
  
  * rename AgentRunResponseEvent and AgentRunUpdateEvent classes
  
  * rollback unnecessary changes
  
  * Python: Create/Get Agent API for Azure V2 (#3059)
  
  * Added get_agent method to Azure AI V2
  
  * Small fixes
  
  * Small fix
  
  * Removed AzureAIAgentProvider
  
  * Added create_agent method
  
  * Small fixes
  
  * Fixed code interpreter tool mapping
  
  * Added agent provider for V2 client
  
  * Updated response format handling
  
  * Added provider example
  
  * Fixed errors
  
  * Update python/samples/getting_started/agents/azure_ai/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Small fix
  
  * Updates from merge
  
  * Resolved comments
  
  * Resolved comments
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: Add more specific exceptions to Workflow (#3188)
  
  * Add more specifc workflow exceptions
  
  * Fix tests
  
  * AI comments
  
  * Misc
  
  * Python: Added AzureAI sample for downloading code interpreter generated files (#3189)
  
  * added azure ai code interpreter file download sample
  
  * copilot fix suggestions
  
  * function name fixes + readme update
  
  * small fix
  
  * update package versions (#3223)
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Python: fix(core): correct FunctionResultContent ordering in WorkflowAgent.merge_updates (#3168)
  
  * fix(core): simplify FunctionResultContent ordering in WorkflowAgent.merge_updates
  
  * improve comment
  
  * Fix name
  
  * fix(workflows): rename WorkflowOutputEvent.source_executor_id to executor_id for API consistency (#3166)
  
  * Python: fix(ag-ui): add MCP tool support for AG-UI approval flows (#3212)
  
  * add MCP tool support for AG-UI approval flows
  
  * use attribute in place of property
  
  * Python: Properly configure structured outputs based on new options dict (#3213)
  
  * Properly configure structured outputs based on new options dict
  
  * Fix mypy
  
  * .NET: Merge AgentRunOptions.AdditionalProperties into ChatOptions.AdditionalProperties (#3184)
  
  * Merge AgentRunOptions.AdditionalProperties into ChatOptions.AdditionalProperties
  
  * Fix namespace and typo.
  
  * .NET: Update Google.GenAI to 0.11.0 and remove polyfill implementations (#3232)
  
  * Initial plan
  
  * Update Google.GenAI to 0.11.0 and remove polyfill files
  
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@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>
  
  * .NET: [BREAKING] Renamed CreateAIAgent/GetAIAgent to AsAIAgent (#3222)
  
  * Renamed chat client extension method
  
  * Additional renaming
  
  * Updated documentation
  
  * Fixed tests
  
  * Small fix
  
  * Small fix
  
  * Updated DurableAIAgent and fixed integration tests (#3241)
  
  * Python: Create/Get Agent API for Azure V1 (#3192)
  
  * Added provider implementation for Azure AI V1
  
  * Small fixes
  
  * Fixed OpenAPI example
  
  * Fixed local MCP example
  
  * Fixed hosted MCP example
  
  * Fixed file search sample
  
  * Small fixes
  
  * Resolved comments
  
  * Doc updates
  
  * Bump azure-core from 1.37.0 to 1.38.0 in /python (#3209)
  
  Bumps [azure-core](https://github.com/Azure/azure-sdk-for-python) from 1.37.0 to 1.38.0.
  - [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)
  - [Commits](https://github.com/Azure/azure-sdk-for-python/compare/azure-core_1.37.0...azure-core_1.38.0)
  
  ---
  updated-dependencies:
  - dependency-name: azure-core
    dependency-version: 1.38.0
    dependency-type: indirect
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Python: Create/Get Agent API for OpenAI Assistants (#3208)
  
  * Added provider implementation
  
  * Added example with response format
  
  * Small improvements
  
  * Python: (AG-UI) Support service-managed thread on AG-UI  (#3136)
  
  * added service thread support
  
  * set service_thread_id to only supplied_thread_id
  
  * uses raw_representation to extract the conversation_id
  
  * removed accidental edit
  
  * updated test to use raw_representation
  
  * resolves copilot review feedback
  
  * revert back StubAgent, since not used
  
  * removed relative module import
  
  * removed hasattr check per PR feedback
  
  * Create/Get Agent API - fixes and example improvements (#3246)
  
  * .NET Purview Middleware: Improve Background Job Runner Injection (#3256)
  
  * Clean up background job dependency injection
  
  * Fix xml documentation grammar
  
  * Python: [BREAKING] Renamed create_agent to as_agent (#3249)
  
  * Renamed create_agent to as_agent
  
  * Override for as_agent
  
  * Added override
  
  * Python: Update package version (#3258)
  
  * package version 260116
  
  * removed name tags
  
  * Python: Fixed Azure chat client for asynchronous filtering (#3260)
  
  * Fixed Azure chat client for asynchronous filtering
  
  * Updated test
  
  * Python: Fixed use_agent_middleware calling private _normalize_messages (#3264)
  
  * Fix use_agent_middleware calling private _normalize_messages
  
  * Fixed A2A and Copilot Studio agent
  
  * Python: Added rai_config to Azure AI agent creation (#3265)
  
  * Add kwargs to create_agent method
  
  * Added test for kwargs
  
  * Addressed comment
  
  * Added doc string
  
  * Python: Filter conversation_id when passing kwargs to agent as tool (#3266)
  
  * Filter conversation_id when passing kwargs to agent as tool
  
  * Small fix
  
  * Update python/samples/getting_started/agents/azure_ai/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/agents/openai/openai_responses_client_with_agent_as_tool.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/agents/azure_ai/azure_ai_with_agent_as_tool.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Bump actions/setup-dotnet from 5.0.1 to 5.1.0 (#3273)
  
  Bumps [actions/setup-dotnet](https://github.com/actions/setup-dotnet) from 5.0.1 to 5.1.0.
  - [Release notes](https://github.com/actions/setup-dotnet/releases)
  - [Commits](https://github.com/actions/setup-dotnet/compare/v5.0.1...v5.1.0)
  
  ---
  updated-dependencies:
  - dependency-name: actions/setup-dotnet
    dependency-version: 5.1.0
    dependency-type: direct:production
    update-type: version-update:semver-minor
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Update ignored checks in merge-gatekeeper workflow
  
  * Python: [BREAKING] Make response_format validation errors visible to users (#3274)
  
  * Make response_format validation errors visible to users
  
  * Small fix
  
  * Addressed comments
  
  * Python: fix(declarative): Fix MCP tool connection not passed from YAML to Azure AI agent creation API (#3248)
  
  * fix(declarative): Fix MCP tool connection not passed from YAML
  
  * Add samples to README
  
  * Fix mypy
  
  * Fix mypy again
  
  * Address PR comments
  
  * fix #3171, ensure proper form rendering for int (#3201)
  
  * Bump uv from 0.9.25 to 0.9.26 in /python (#3288)
  
  Bumps [uv](https://github.com/astral-sh/uv) from 0.9.25 to 0.9.26.
  - [Release notes](https://github.com/astral-sh/uv/releases)
  - [Changelog](https://github.com/astral-sh/uv/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/astral-sh/uv/compare/0.9.25...0.9.26)
  
  ---
  updated-dependencies:
  - dependency-name: uv
    dependency-version: 0.9.26
    dependency-type: direct:development
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump ruff from 0.14.11 to 0.14.13 in /python (#3287)
  
  Bumps [ruff](https://github.com/astral-sh/ruff) from 0.14.11 to 0.14.13.
  - [Release notes](https://github.com/astral-sh/ruff/releases)
  - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/astral-sh/ruff/compare/0.14.11...0.14.13)
  
  ---
  updated-dependencies:
  - dependency-name: ruff
    dependency-version: 0.14.13
    dependency-type: direct:development
    update-type: version-update:semver-patch
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * Bump tar from 7.4.3 to 7.5.3 in /python/packages/devui/frontend (#3267)
  
  Bumps [tar](https://github.com/isaacs/node-tar) from 7.4.3 to 7.5.3.
  - [Release notes](https://github.com/isaacs/node-tar/releases)
  - [Changelog](https://github.com/isaacs/node-tar/blob/main/CHANGELOG.md)
  - [Commits](https://github.com/isaacs/node-tar/compare/v7.4.3...v7.5.3)
  
  ---
  updated-dependencies:
  - dependency-name: tar
    dependency-version: 7.5.3
    dependency-type: indirect
  ...
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  
  * .NET: Delete sync extension methods for agent (#3291)
  
  * Delete sync extension methods for agent
  
  * Fix comments and obsolete attribute
  
  * Remove more sync methods.
  
  * Fix naming and comments.
  
  * Fix unit tests
  
  * Python: Fix: Add system_instructions to ChatClient LLM span tracing (#3164)
  
  * Fix: Add system_instructions to ChatClient LLM span tracing
  
  - Add system_instructions parameter to _capture_messages() calls in
    _trace_get_response() and _trace_get_streaming_response()
  - Extract instructions from chat_options in kwargs
  - Add unit tests to verify system_instructions are captured correctly
  
  When using ChatClient with ChatOptions.instructions, the OpenTelemetry
  LLM span was missing system messages in gen_ai.input.messages and the
  gen_ai.system_instructions attribute was not being set.
  
  This fix aligns the ChatClient-level tracing with the Agent-level
  tracing which already correctly passes system_instructions.
  
  Fixes #3163
  
  Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
  
  * Add edge case tests for system_instructions
  
  - Add test for empty string instructions (should not set attribute)
  - Add test for list-type instructions (verify multiple items captured)
  
  Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
  
  * Simplify: use options.get('instructions') directly instead of kwargs.get('chat_options')
  
  Addresses reviewer feedback:
  - Removed unnecessary chat_options variable from kwargs
  - Directly access instructions from the options parameter
  - Updated tests to use dict syntax for options (TypedDict convention)
  
  ---------
  
  Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
  
  * Improve PR number handling in workflow (#3302)
  
  * Improve PR number handling in workflow
  
  Refine PR number extraction and validation method.
  
  * Update .github/workflows/python-test-coverage-report.yml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix error message for invalid PR number
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@…
  
  * Modify failures
  
  * Fix mypy errors
  
  * Address comments
  
  * Update durabletask version
  
  * Remove event loops
  
  * Add comment
  
  * Fix typing for apps
  
  ---------
  
  Signed-off-by: dependabot[bot] <support@github.com>
  Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>
  Co-authored-by: Tao Chen <taochen@microsoft.com>
  Co-authored-by: Kurt <65111699+q33566@users.noreply.github.com>
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
  Co-authored-by: Korolev Dmitry <deagle.gross@gmail.com>
  Co-authored-by: Mark Wallace <127216156+markwallace-microsoft@users.noreply.github.com>
  Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Jose Luis Latorre Millas <joslat@gmail.com>
  Co-authored-by: Jacob Alber <jaalber@microsoft.com>
  Co-authored-by: Richard Ortega <richardjortega@gmail.com>
  Co-authored-by: 刘邦学AI <lbbniu@gmail.com>
  Co-authored-by: Stephen Toub <stoub@microsoft.com>
  Co-authored-by: Nico Möller <nkm-moeller@mail.de>
  Co-authored-by: Chris Gillum <cgillum@microsoft.com>
  Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
  Co-authored-by: Phillip Hoff <phillip.hoff@gmail.com>
  Co-authored-by: Ege Ozan Özyedek <36128615+egeozanozyedek@users.noreply.github.com>
  Co-authored-by: samueljohnsiby <66901393+samueljohnsiby@users.noreply.github.com>
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>
  Co-authored-by: Hao Luo <338265+howlowck@users.noreply.github.com>
  Co-authored-by: Victor Dibia <chuvidi2003@gmail.com>
  Co-authored-by: stephentoub <2642209+stephentoub@users.noreply.github.com>
  Co-authored-by: Jacob Viau <javia@microsoft.com>
  Co-authored-by: SuperKenVery <39673849+SuperKenVery@users.noreply.github.com>
  Co-authored-by: Sunil Dutta <dutta.2003@gmail.com>
  Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
  Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
  Co-authored-by: Syrine Chelly <62653967+SyChell@users.noreply.github.com>
  Co-authored-by: SergeyMenshykh <sergemenshikh@gmail.com>
  Co-authored-by: westey <164392973+westey-m@users.noreply.github.com>
  Co-authored-by: takanori-terai <123897708+takanori-terai@users.noreply.github.com>
  Co-authored-by: claude89757 <138977524+claude89757@users.noreply.github.com>
  Co-authored-by: Gavin Aguiar <80794152+gavin-aguiar@users.noreply.github.com>
  Co-authored-by: Sukeesh <vsukeeshbabu@gmail.com>
  Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  Co-authored-by: eavanvalkenburg <github@vanvalkenburg.eu>
  Co-authored-by: Ao Chen <chenao3220@gmail.com>
  Co-authored-by: Dina Suehiro Jones <dina.s.jones@intel.com>
  Co-authored-by: eoindoherty1 <eoindoherty@microsoft.com>
  Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
  Co-authored-by: Darren Cohen <39422044+dargilco@users.noreply.github.com>
  Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>
  Co-authored-by: alliscode <bentho@microsoft.com>
  Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  Co-authored-by: Shyju Krishnankutty <connectshyju@gmail.com>

  Laveesh Rohra · 2026-01-27 21:08:05 +00:00
  787becfc9f
• Python: Create/Get Agent API for Azure V1 (#3192)

  * Added provider implementation for Azure AI V1
  
  * Small fixes
  
  * Fixed OpenAPI example
  
  * Fixed local MCP example
  
  * Fixed hosted MCP example
  
  * Fixed file search sample
  
  * Small fixes
  
  * Resolved comments
  
  * Doc updates

  Dmytro Struk · 2026-01-15 22:19:03 +00:00
  48d124efbe
• Python: Add declarative workflow runtime (#2815)

  * Further support for declarative python workflows
  
  * Add tests. Clean up for typing and formatting
  
  * Improvements and cleanup
  
  * Typing cleanup. Improve docstrings
  
  * Proper code in docstrings
  
  * Fix malformed code-block directive in docstring
  
  * Remove dead links
  
  * PR feedback
  
  * Address PR feedback
  
  * Address PR feedback
  
  * Remove sl
  
  * Update devui frontend
  
  * More cleanup
  
  * Fix uv lock
  
  * Skip Py 3.14 tests as powerfx doesn't support it
  
  * Fix mypy error
  
  * Fix for tool calls
  
  * Removed stale docstring
  
  * Fix lint
  
  * Standardize on .NET namespaces. Revert DevUI changes (bring in later)
  
  * Implement remaining items for Python declarative support to match dotnet

  Evan Mattson · 2026-01-13 07:11:21 +00:00
  9c094573e8
• [BREAKING] Python: Schema changes for azure functions package (#2151)

  * Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823)
  
  * Add scafolding
  
  * update readme
  
  * add code owners and label
  
  * update owners
  
  * .NET: Durable extension: initial src and unit tests (#1900)
  
  * Python: Add Durable Agent Wrapper code (#1913)
  
  * add initial changes
  
  * Move code and add single sample
  
  * Update logger
  
  * Remove unused code
  
  * address PR comments
  
  * cleanup code and address comments
  
  ---------
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Azure Functions .NET samples (#1939)
  
  * Python: Add Unit tests for Azurefunctions package (#1976)
  
  * Add Unit tests for Azurefunctions
  
  * remove duplicate import
  
  * .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979)
  
  * Python: Add more samples for Azure Functions (#1980)
  
  * Move all samples
  
  * fix comments
  
  * remove dead lines
  
  * Make samples simpler
  
  * .NET: [Feature Branch] Durable Task extension integration tests (#2017)
  
  * .NET: [Feature Branch] Update OpenAI config for integration tests (#2063)
  
  * Python: Add Integration tests for AzureFunctions  (#2020)
  
  * Add Integration tests
  
  * Remove DTS extension
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Add pyi file for type safety
  
  * Add samples in readme
  
  * Updated all readme instructions
  
  * Address comments
  
  * Update readmes
  
  * Fix requirements
  
  * Address comments
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * .NET: [Feature Branch] Update dotnet-build-and-test.yml to support integration tests (#2070)
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix DTS startup issue and improve logging (#2103)
  
  * .NET: [Feature Branch] Introduce Azure OpenAI config for .NET pipeline (#2106)
  
  Also fixes an issue where we were trying to start docker containers for integration tests on Windows, which doesn't work.
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix uv.lock after merge
  
  * Python: Add README for Azure Functions samples setup (#2100)
  
  * Add README for Azure Functions samples setup
  
  Added setup instructions for Azure Functions samples, including environment setup, virtual environment creation, and running samples.
  
  * Update python/samples/getting_started/azure_functions/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestion from @Copilot
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * 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>
  Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
  
  * Fix or remove broken markdown file links (#2115)
  
  * .NET: [Feature Branch] Update HTTP API to be consistent across languages (#2118)
  
  * Python: Fix AzureFunctions Integration Tests (#2116)
  
  * Add Identity Auth to samples
  
  * Update python/samples/getting_started/azure_functions/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/azure_functions/01_single_agent/function_app.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/azure_functions/02_multi_agent/function_app.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/azure_functions/06_multi_agent_orchestration_conditionals/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: Fix Http Schema (#2112)
  
  * Rename to threadid
  
  * Respond in plain text
  
  * Make snake-case
  
  * Add http prefix
  
  * rename to wait-for-response
  
  * Add query param check
  
  * address comments
  
  * .NET: Remove IsPackable=false in preparation for nuget release (#2142)
  
  * Python: Move `azurefunctions` to `azure` for import (#2141)
  
  * Move import to Azure
  
  * fix mypy
  
  * Update python/packages/azurefunctions/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Add missing types
  
  * Address comments
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/azurefunctions/pyproject.toml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/azurefunctions/agent_framework_azurefunctions/__init__.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix imports
  
  * Address PR feedback from westey-m (#2150)
  
  - Adds a link from the /dotnet/samples/README.md to /dotnet/samples/AzureFunctions
  - Make DurableAgentThread deserialization internal for future-proofing
  - Update JSON serialization logic to address recently discovered issues with source generator serialization
  
  * Schema changes for azure functions
  
  * Fixed serialization bug
  
  * update to camel case
  
  * Adding logs
  
  * merge with main
  
  * sync uv.lock
  
  * Updated schema
  
  * Fixed tests
  
  * Addressed comments
  
  * Fixed mypy errors
  
  * Fixed bug in responsetype and authorName
  
  * Addressed feedback
  
  * Addressed more feedback
  
  * Python: Addressing comments for #2151 (#2315)
  
  * Initial fixes
  
  * Address more comments
  
  * Address remaining comments
  
  * Fixed remaining snake_case properties
  
  * Fixed remaining snake_case properties
  
  * Fixed mypy errors
  
  * Minor changes
  
  * revert tool names
  
  * Fixed mypy errors
  
  ---------
  
  Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  Co-authored-by: Chris Gillum <cgillum@microsoft.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Anirudh Garg <anirudhg@microsoft.com>
  Co-authored-by: Victoria Hall <victoriahall@microsoft.com>

  Gavin Aguiar · 2025-11-20 16:24:34 +00:00
  6ae32f007d
• .NET: Python: Azure Functions feature branch (#1916)

  * Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823)
  
  * Add scafolding
  
  * update readme
  
  * add code owners and label
  
  * update owners
  
  * .NET: Durable extension: initial src and unit tests (#1900)
  
  * Python: Add Durable Agent Wrapper code (#1913)
  
  * add initial changes
  
  * Move code and add single sample
  
  * Update logger
  
  * Remove unused code
  
  * address PR comments
  
  * cleanup code and address comments
  
  ---------
  
  Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  
  * Azure Functions .NET samples (#1939)
  
  * Python: Add Unit tests for Azurefunctions package (#1976)
  
  * Add Unit tests for Azurefunctions
  
  * remove duplicate import
  
  * .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979)
  
  * Python: Add more samples for Azure Functions (#1980)
  
  * Move all samples
  
  * fix comments
  
  * remove dead lines
  
  * Make samples simpler
  
  * .NET: [Feature Branch] Durable Task extension integration tests (#2017)
  
  * .NET: [Feature Branch] Update OpenAI config for integration tests (#2063)
  
  * Python: Add Integration tests for AzureFunctions  (#2020)
  
  * Add Integration tests
  
  * Remove DTS extension
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Add pyi file for type safety
  
  * Add samples in readme
  
  * Updated all readme instructions
  
  * Address comments
  
  * Update readmes
  
  * Fix requirements
  
  * Address comments
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * .NET: [Feature Branch] Update dotnet-build-and-test.yml to support integration tests (#2070)
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix DTS startup issue and improve logging (#2103)
  
  * .NET: [Feature Branch] Introduce Azure OpenAI config for .NET pipeline (#2106)
  
  Also fixes an issue where we were trying to start docker containers for integration tests on Windows, which doesn't work.
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix uv.lock after merge
  
  * Python: Add README for Azure Functions samples setup (#2100)
  
  * Add README for Azure Functions samples setup
  
  Added setup instructions for Azure Functions samples, including environment setup, virtual environment creation, and running samples.
  
  * Update python/samples/getting_started/azure_functions/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestions from code review
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Apply suggestion from @Copilot
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * 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>
  Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
  
  * Fix or remove broken markdown file links (#2115)
  
  * .NET: [Feature Branch] Update HTTP API to be consistent across languages (#2118)
  
  * Python: Fix AzureFunctions Integration Tests (#2116)
  
  * Add Identity Auth to samples
  
  * Update python/samples/getting_started/azure_functions/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/azure_functions/01_single_agent/function_app.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/azure_functions/02_multi_agent/function_app.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/samples/getting_started/azure_functions/06_multi_agent_orchestration_conditionals/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Python: Fix Http Schema (#2112)
  
  * Rename to threadid
  
  * Respond in plain text
  
  * Make snake-case
  
  * Add http prefix
  
  * rename to wait-for-response
  
  * Add query param check
  
  * address comments
  
  * .NET: Remove IsPackable=false in preparation for nuget release (#2142)
  
  * Python: Move `azurefunctions` to `azure` for import (#2141)
  
  * Move import to Azure
  
  * fix mypy
  
  * Update python/packages/azurefunctions/README.md
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Add missing types
  
  * Address comments
  
  ---------
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/azurefunctions/pyproject.toml
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Update python/packages/azurefunctions/agent_framework_azurefunctions/__init__.py
  
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  
  * Fix imports
  
  * Address PR feedback from westey-m (#2150)
  
  - Adds a link from the /dotnet/samples/README.md to /dotnet/samples/AzureFunctions
  - Make DurableAgentThread deserialization internal for future-proofing
  - Update JSON serialization logic to address recently discovered issues with source generator serialization
  
  * Address comments (#2160)
  
  ---------
  
  Co-authored-by: Laveesh Rohra <larohra@microsoft.com>
  Co-authored-by: Chris Gillum <cgillum@microsoft.com>
  Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  Co-authored-by: Anirudh Garg <anirudhg@microsoft.com>

  Dmytro Struk · 2025-11-13 02:00:53 +00:00
  67a8147151
• Python: feat: Add ChatKit integration with a sample application (#1273)

  * feat: Add ChatKit integration with a new frontend application
  
  - Created a new frontend application using React and Vite for the ChatKit integration.
  - Added essential files including package.json, vite.config.ts, and Tailwind CSS configuration.
  - Implemented core components: App, Home, ChatKitPanel, ThemeToggle, and hooks for color scheme management.
  - Established SQLite-based store implementation for ChatKit data persistence in store.py.
  - Integrated theme toggling functionality for light and dark modes.
  - Set up ESLint and TypeScript configurations for better development experience.
  
  * git ignore
  
  * fix mypy
  
  * add mising file
  
  * minimal frontend for chatkit sample
  
  * update ignore files
  
  * version
  
  * set python version lowerbound on chatkit
  
  * update project settings for chatkit
  
  * update setup
  
  * update setup
  
  * update setup
  
  * update setup
  
  * weather widget
  
  * add select city widget sample
  
  * remove widget helper
  
  * update chatkit to include file attachments and cover more thread item types
  
  * update readme with mermaid diagram
  
  * update diagram
  
  * update instructions
  
  * update chatkit dependency
  
  * fix converter imports
  
  * move to demos/
  
  * move to demos/ -- rename references
  
  * support multiple session instead of using global variable in sample
  
  * support chunk streaming
  
  * fix tests
  
  * Update python/samples/demos/chatkit-integration/store.py
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  
  * use local host
  
  ---------
  
  Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

  Eric Zhu · 2025-11-05 02:11:40 +00:00
  0c862e97a6
• added missing lib/utils.ts in devui frontend (#1197)

  Co-authored-by: Alex Lavaee <alexlavaee@microsoft.com>

  Alex Lavaee · 2025-10-06 07:34:34 +00:00
  0cd794abe7
• .Net: Visualizing dotnet workflows (#882)

  * Adding more test for workflow vizualization.
  
  * Improving README for sample.
  
  * More cleanup.
  
  * Removing rendering of workflow visualization and adding basic support for mermaid format.
  
  * Adding basic mermaid tests.
  
  * Improving sample. Switching to another branch.
  
  * About to merge from main.
  
  * Formatting.
  
  * More fromatting.
  
  * Removng uneeded call to ToUpper.
  
  * Adding README.
  
  * Moving samples under workflow to workflows.
  
  * Removing uneeded README for map-reduce sample.

  Ben Thomas · 2025-09-30 16:29:19 +00:00
  df3e12b2ed
• Python: Add Agent Framework Lab Lightning package with RL training examples (#937)

  * add math agent
  
  * .
  
  * update
  
  * update debug mode
  
  * add tau2 training
  
  * .
  
  * .
  
  * .
  
  * .
  
  * add tests
  
  * .
  
  * revert observability
  
  * update readme
  
  * fix task serialization issue
  
  * fix exception
  
  * add inline docs
  
  * update readme
  
  * update pyproject toml
  
  * minor fix
  
  * update and use git lfs
  
  * update
  
  * update ignore file to use lab specific
  
  * fix type
  
  * update depedency
  
  ---------
  
  Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

  Yuge Zhang · 2025-09-30 01:18:49 +00:00
  b8df0cd03f
• Add agents.md to gitignore (#870)
  Evan Mattson · 2025-09-23 15:10:06 +00:00
  7a0b0b7995
• Python: Add tau2 benchmark integration with comprehensive testing and documentation (#817)

  * first commit to tau2-bench
  
  * tau2-bench agent
  
  * tau2 agent
  
  * add condition
  
  * checkpoint
  
  * bug fix
  
  * add tests
  
  * fix tests
  
  * add comments
  
  * add comments
  
  * minor fix
  
  * fix
  
  * batch test script
  
  * .
  
  * init.bak -> init.py
  
  * fix mypy
  
  * update readme
  
  * fix env
  
  * remove temp files
  
  * setup tests
  
  * fix gaia tasks
  
  * fix tau2 tests
  
  * fix coverage
  
  * fix default version
  
  * update cookiecutter template
  
  ---------
  
  Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>

  Yuge Zhang · 2025-09-21 23:08:45 +00:00
  205cd700c8
• Python: Introduce Agent Framework Lab with GAIA Benchmark and Lighting project for RL (#719)

  * prepare eval package
  
  * add gaia benchmark to eval package
  
  * update telemetry
  
  * renaming
  
  * organization
  
  * organize into namespace packages; rename to labs
  
  * update cookie cutter instruction
  
  * update gaia runner
  
  * use temp directory
  
  * Rename "labs" --> "lab"
  
  * update
  
  * update gaia sample
  
  * update status
  
  * Add lighting project
  
  * Add listing for lighting

  Eric Zhu · 2025-09-17 05:59:21 +00:00
  a1b0a28f9c
• 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
• .NET: Update OpenTelemetry Agent - Added Demo, AIAgentMetadata and Agent.GetService() (#356)

  * OTEL Demo
  
  * updating telemetry sample
  
  * OTEL updates
  
  * WIP
  
  * Adding GetService and Agent Metadata for Telemetry
  
  * WIP
  
  * Add UT for OTEL System behavior
  
  * Address Unicode problem
  
  * Add logging
  
  * Adjust for new extensions
  
  * Change Logger to LoggerFactory for the extension method
  
  * Address AI Feedback
  
  * Simplify script and readme just for Azure OpenAI
  
  * Increase code converage
  
  * Address merge conflict
  
  * Another slnx fix
  
  * Address PR comments
  
  * Address PR feedback + Add UT
  
  * Added Hosting UT to the solution
  
  * Address PR comments
  
  * Address missing sensitivity tests
  
  * Remove unecessary override
  
  * Address PR comments

  Roger Barreto · 2025-08-15 15:41:21 +00:00
  531132057b
• Python: Define Workflow and Executor APIs (#272)

  * Workflow init commit
  
  * Add samples and clean up
  
  * ExecutionContext -> WorkflowContext
  
  * Address comments 1
  
  * Fix mypy
  
  * flatting folder structure, and rename contexts
  
  * Remove add_loop
  
  * Add map reduce sample, remove Activation conditions
  
  * Add AgentExecutor and allow multiple handlers per executor
  
  * Minor improvement
  
  * Add RequestInfoExecutor
  
  * Add unit tests part 1
  
  * Address comments 2
  
  * Pre-commit update
  
  * Add run method and more unit tests
  
  * Add xml docs
  
  * run_stream -> run_streaming
  
  * message_handler -> handler
  
  ---------
  
  Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
  Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

  Tao Chen · 2025-08-06 23:26:15 +00:00
  c8694a8c76
• Python: updated doc generation setup and some slight api enhancements (#267)

  * updated doc generation setup and some slight api enhancements
  
  * small fix in index

  Eduard van Valkenburg · 2025-07-31 15:04:22 +00:00
  42c7a59640
• 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
• Add PoC CopilotStudio agent (#84)

  * Add project and skeleton files.
  
  * Add CopilotStudioAgent implementation
  
  * Add CopilotStudio integration tests
  
  * Fix typos and PR feedback.
  
  * Fix .net framework build errors.
  
  * Address PR comments
  
  * Remove temp test.
  
  * Add rawresponse for streaming updates and more comments.
  
  * Add TODO to review streaming updates
  
  * Address PR comments and fix some issues with streaming messages.
  
  * Map additional properties to agent reponses
  
  * Update CopilotStudio integration tests to match new approach.
  
  * Update copilot studio namespaces/project names to match new naming
  
  * Add todo's for AIContent types.
  
  * Remove files from PR.
  
  * Fix up sln file.
  
  * Update .gitignore.
  
  * Remove duplicate package version items.

  westey · 2025-07-11 09:20:40 +00:00
  b708e2507d
• Python: added poe setup and docs (#131)

  * added poe setup and docs
  
  * smaller bandit exclude
  
  * updated poe
  
  * updated naming
  
  * added something in samples
  
  * exclude docs from bandit
  
  * updated readme
  
  * removed ds_store
  
  * updated readme

  Eduard van Valkenburg · 2025-07-07 15:03:57 +00:00
  91c5414836
• Add initial skeleton of package, including tooling setup and CI (#4)

  * Add initial skeleton of package, including tooling setup and CI
  
  * update workflow
  
  * update uv
  
  * add bandit

  Jack Gerrits · 2025-05-09 10:47:52 -04:00
  8c84320b4b