Commit Graph

162 Commits

  • Python: bump misc-integration retry delay to 30s (#5293)
    The misc-integration job (Anthropic, Ollama, MCP) frequently fails on merge to main when the upstream MCP server (e.g. learn.microsoft.com/api/mcp) returns a transient rate-limit error. The previous 5s retry delay is too short to ride out the upstream backoff window, so all retries fail and the merge queue is blocked. Bumping to 30s gives the upstream a chance to recover before pytest-retry re-runs the test.
  • 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>
  • .NET: Improve resilience of verify-samples by building separately and improving evaluation instructions (#5151)
    * Improve resilience of verify-samples by building separately and improving evaluation instructions
    
    * Address PR comments
    
    * Address PR comment
  • .NET: Add github actions workflow for verify-samples (#5034)
    * Add github actions workflow for verify-samples
    
    * Make workflow run as part of PR (for now)
    
    * Update workflow to remove pr trigger
    
    * Address PR comments
  • Python: [BREAKING] Python: move Azure AI embeddings to Foundry (#5056)
    * renamed AzureAIINferenceEmbeddings and lazy load azure-cosmos and env var rename
    
    * updated coverage
    
    * fix readme
  • Python: Move workflow-samples and agent-samples under declarative-agents directory (#5011)
    * Move workflow-samples and agent-samples under declarative-agents and update all references
    
    Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/f70f7d19-9256-4eec-b7db-28007d74440c
    
    Co-authored-by: sphenry <6749825+sphenry@users.noreply.github.com>
    
    * Fix relative paths in README files inside moved directories
    
    Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/f70f7d19-9256-4eec-b7db-28007d74440c
    
    Co-authored-by: sphenry <6749825+sphenry@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: sphenry <6749825+sphenry@users.noreply.github.com>
    Co-authored-by: Shawn Henry <shahen@microsoft.com>
  • Python: Fix SK migration samples (#5047)
    * Fix SK migration samples
    
    * Fix env vars for SK
    
    * Hard code model for sheel tool samples
  • Python: [BREAKING] Standardize model selection on model (#4999)
    * Refactor Anthropic model option and provider clients
    
    Rename the Anthropic client model option from model_id to model, add provider-specific Anthropic wrappers for Foundry, Bedrock, and Vertex, and expose them through the Anthropic, Foundry, Amazon, and Google namespaces. Update core option handling, docs, samples, and tests accordingly.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix Anthropic skills sample typing
    
    Cast the Anthropic beta client to Any in the skills sample so the pre-commit sample pyright check no longer fails on beta skills and files endpoints that are not exposed by the current SDK stubs.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * undo sample mypy
    
    * Retry CI after transient external failures
    
    Retrigger PR validation after an unrelated Copilot review workflow SAML failure and a transient external tau2 git fetch failure in the Windows Python test setup.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address review feedback on model option merging
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address Anthropic compatibility review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * moved all to `model`
    
    * fixes for azure ai search
    
    * Python: standardize remaining sample env var names
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix foundry-local pyright compatibility
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated env vars in cicd
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Enforce Foundry package unit test coverage (#5036)
    * Enforce Foundry package unit test coverage
    
    * Sort ENFORCED_TARGETS alphabetically in python-check-coverage.py
    
    Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/ed0b81ed-c267-4ee0-9655-56c4b3066fad
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  • Python: [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces (#4990)
    * [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces
    
    Also clean up follow-on docs, environment guidance, package metadata, and lab test stability.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix deleted semantic-kernel sample links
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address PR review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * improve foundry language
    
    * Fix A2A Foundry sample regression
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Fix samples (#4980)
    * First samples 1st batch
    
    * Fix sample paths
    
    * Fix workflow samples
    
    * Fix workflow dependency
    
    * Correct env vars
    
    * Increase idle timeout
    
    * Fix workflows HIL sample
    
    * Fix more workflow samples
  • Python: [BREAKING] Remove deprecated kwargs compatibility paths (#4858)
    * [BREAKING] Remove deprecated kwargs compatibility paths
    
    Remove the deprecated kwargs compatibility shims across core agents, clients, tools, middleware, and telemetry.
    
    Keep workflow kwargs behavior intact in this branch and follow up separately in #4850.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix PR CI fallout for kwargs removal
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Address PR review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updates
    
    * Fix Azure AI CI fallout
    
    Remove the stale _get_current_conversation_id override from the Azure AI client after the OpenAI base helper was deleted.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fixed new classes
    
    * Fix Assistants deprecated import gating
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix integration replay regressions
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Switch multi-agent hosting samples to Azure chat completions
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Simplify Azure multi-agent sample config
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • [BREAKING] Python: fix OpenAI Azure routing and provider samples (#4925)
    * Python: fix OpenAI Azure routing and provider samples
    
    Prefer OpenAI when OPENAI_API_KEY is present unless Azure is explicitly requested. Clarify constructor docs, keep deprecated Azure wrappers compatible with stricter settings validation, and refresh the provider samples and tests to use the current client patterns.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix bandit
    
    * Python: align OpenAI embedding Azure routing
    
    Extend the shared OpenAI-vs-Azure routing and credential behavior to the embedding client, add Azure embedding regression coverage, and refresh the embedding samples to use the generic client path.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix embedding client pyright check
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: thin OpenAI embedding wrapper
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: document embedding overload routing
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix callable OpenAI key routing
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: fix Azure credential routing tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: address OpenAI review feedback
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: narrow Azure routing markers
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: refine OpenAI model fallback order
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: narrow Azure deployment docs
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: remove embedding routing wording
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: run embedding Azure integration tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * changed variable name
    
    * Python: expand OpenAI package README
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * clarified readme
    
    * Python: fix Azure OpenAI integration setup
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: correct Azure integration env mapping
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated code to fix int tests
    
    * test updates
    
    * test fix
    
    * fix test setup
    
    * updates to tests and setup
    
    * remove openai assistants int tests
    
    * improvements in int tests
    
    * fix env var
    
    * fix env vars
    
    * fix azure responses test
    
    * trigger actions
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: [BREAKING] Python: Provider-leading client design & OpenAI package extraction (#4818)
    * Python: Provider-leading client design & OpenAI package extraction
    
    Major refactoring of the Python Agent Framework client architecture:
    
    - Extract OpenAI clients into new `agent-framework-openai` package
    - Core package no longer depends on openai, azure-identity, azure-ai-projects
    - Rename clients for discoverability: OpenAIResponsesClient → OpenAIChatClient,
      OpenAIChatClient → OpenAIChatCompletionClient
    - Unify `model_id`/`deployment_name`/`model_deployment_name` → `model` param
    - New FoundryChatClient for Azure AI Foundry Responses API
    - New FoundryAgent/FoundryAgentClient for connecting to pre-configured Foundry agents
    - Remove OpenAIBase/OpenAIConfigMixin from non-deprecated client MRO
    - Deprecate AzureOpenAI* clients, AzureAIClient, OpenAIAssistantsClient
    - Reorganize samples: azure_openai+azure_ai+azure_ai_agent → azure/
    - ADR-0020: Provider-Leading Client Design
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: missing Agent imports in samples, .model_id → .model in foundry_local sample
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: CI failures — mypy errors, coverage targets, sample imports
    
    - azure-ai mypy: add type ignores for TypedDict total=, model arg, forward ref
    - Coverage: replace core.azure/openai targets with openai package target
    - project_provider: add type annotation for opts dict
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: populate openai .pyi stub, fix broken README links, coverage targets
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fixes
    
    * updated observabilitty
    
    * reset azure init.pyi
    
    * fix errors
    
    * updated adr number
    
    * fix foundry local
    
    * fixed not renamed docstrings and comments, and added deprecated markers to old classes
    
    * fix tests and pyprojects
    
    * fix test vars
    
    * updated function tests
    
    * update durable
    
    * updated test setup for functions
    
    * Fix Foundry auth in workflow samples
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Stabilize Python integration workflows
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Update hosting samples for Foundry
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Trigger full CI rerun
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Trigger CI rerun again
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * trigger rerun
    
    * trigger rerun
    
    * fix for litellm
    
    * undo durabletask changes
    
    * Move Foundry APIs into foundry namespace
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix Foundry pyproject formatting
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Split provider samples by Foundry surface
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Restore hosting sample requirements
    
    Also fix the Foundry Local sample link after the provider sample move.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated tests
    
    * udpated foundry integration tests
    
    * removed dist from azurefunctions tests
    
    * Use separate Foundry clients for concurrent agents
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix client setup in azfunc and durable
    
    * disabled two tests
    
    * updated setup for some function and durable tests
    
    * improved azure openai setup with new clients
    
    * ignore deprecated
    
    * fixes
    
    * skip 11
    
    * remove openai assistants int tests
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Update sample validation scripts (#4870)
    * Update sample validation scripts
    
    * Adjust prompt
    
    * Update autogen-migration samples
    
    * Add fix suggestion
    
    * Split jobs
    
    * Add .env
    
    * Create trend report
    
    * Add timestamp
    
    * Add more env vars
    
    * Comments
    
    * force node24
    
    * force node24
    
    * force node22
  • Bump actions/download-artifact from 7 to 8 (#4372)
    Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 7 to 8.
    - [Release notes](https://github.com/actions/download-artifact/releases)
    - [Commits](https://github.com/actions/download-artifact/compare/v7...v8)
    
    ---
    updated-dependencies:
    - dependency-name: actions/download-artifact
      dependency-version: '8'
      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>
  • Add automated stale issue and PR follow-up ping workflow (#4776)
    * Add script to ping on stale issues/PRs
    
    * Add script to ping on stale issues/PRs
    
    * Fix stale issue/PR ping script review comments
    
    - Rename TEAM_NAME env var to TEAM_SLUG for clarity
    - Add actionable error messages for 403/404 team lookup failures
    - Add contents:read permission for actions/checkout
    - Use github.event.inputs context with fallback for scheduled runs
    - Pin PyGithub to 2.6.0 for reproducible builds
    - Fetch comments once in should_ping() to reduce API calls
    - Make ping() retry loop idempotent (track comment/label state)
    - Validate DAYS_THRESHOLD with helpful error for non-numeric input
    - Fix timezone bug: use astimezone() instead of replace(tzinfo=)
    - Add comprehensive unit tests (29 tests)
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <copilot@github.com>
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Simplify Python Poe tasks and unify package selectors (#4722)
    * updated automation tasks and commands, with alias for the time being
    
    * Restore aggregate test exclusions
    
    Preserve the legacy all-tests scope for test --all by excluding lab and devui from the default aggregate sweep, while still allowing explicit package selection. Also ignore hidden/generated test directories such as .mypy_cache during aggregate discovery.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updated versions in pre-commit
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Bump actions/upload-artifact from 4 to 7 (#4373)
    Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 7.
    - [Release notes](https://github.com/actions/upload-artifact/releases)
    - [Commits](https://github.com/actions/upload-artifact/compare/v4...v7)
    
    ---
    updated-dependencies:
    - dependency-name: actions/upload-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 MishaKav/pytest-coverage-comment from 1.2.0 to 1.6.0 (#4543)
    Bumps [MishaKav/pytest-coverage-comment](https://github.com/mishakav/pytest-coverage-comment) from 1.2.0 to 1.6.0.
    - [Release notes](https://github.com/mishakav/pytest-coverage-comment/releases)
    - [Changelog](https://github.com/MishaKav/pytest-coverage-comment/blob/main/CHANGELOG.md)
    - [Commits](https://github.com/mishakav/pytest-coverage-comment/compare/v1.2.0...v1.6.0)
    
    ---
    updated-dependencies:
    - dependency-name: MishaKav/pytest-coverage-comment
      dependency-version: 1.6.0
      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>
  • Bump danielpalme/ReportGenerator-GitHub-Action from 5.5.1 to 5.5.3 (#4542)
    Bumps [danielpalme/ReportGenerator-GitHub-Action](https://github.com/danielpalme/reportgenerator-github-action) from 5.5.1 to 5.5.3.
    - [Release notes](https://github.com/danielpalme/reportgenerator-github-action/releases)
    - [Commits](https://github.com/danielpalme/reportgenerator-github-action/compare/5.5.1...5.5.3)
    
    ---
    updated-dependencies:
    - dependency-name: danielpalme/ReportGenerator-GitHub-Action
      dependency-version: 5.5.3
      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 actions/setup-dotnet from 5.1.0 to 5.2.0 (#4541)
    Bumps [actions/setup-dotnet](https://github.com/actions/setup-dotnet) from 5.1.0 to 5.2.0.
    - [Release notes](https://github.com/actions/setup-dotnet/releases)
    - [Commits](https://github.com/actions/setup-dotnet/compare/v5.1.0...v5.2.0)
    
    ---
    updated-dependencies:
    - dependency-name: actions/setup-dotnet
      dependency-version: 5.2.0
      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>
  • 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>
  • .NET: SDK Patch Bump (10.0.200) - Address false positive trigger of IL2026/IL3050 diagnostics in hosting projects (#4586)
    * Suppress IL2026/IL3050 with targeted pragmas on affected methods
    
    Add #pragma warning disable/restore for IL2026 and IL3050 only around
    the specific methods where dotnet format incorrectly adds
    [RequiresUnreferencedCode] and [RequiresDynamicCode] attributes despite
    proper interceptors configuration in the csproj.
    
    See https://github.com/dotnet/sdk/issues/51136
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Upgrade to .NET SDK 10.0.200 and remove IL2026/IL3050 workarounds
    
    Bump global.json to SDK 10.0.200 which fixes the dotnet format bug
    that incorrectly added [RequiresUnreferencedCode] and
    [RequiresDynamicCode] attributes (https://github.com/dotnet/sdk/issues/51136).
    
    Remove all #pragma warning disable IL2026/IL3050 workarounds from
    source files and the --exclude-diagnostics flag from the CI format
    workflow.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • [BREAKING] Python: Update github-copilot-sdk integration to use ToolInvocation/ToolResult types (#4551)
    * Update github_copilot package for github-copilot-sdk>=0.1.32 (#4549)
    
    - Update requires-python from >=3.10 to >=3.11
    - Remove Python 3.10 classifier
    - Update mypy python_version to 3.11
    - Update dependency to github-copilot-sdk>=0.1.32
    - Fix ToolResult API: use snake_case kwargs (text_result_for_llm,
      result_type) instead of camelCase (textResultForLlm, resultType)
    - Update test assertions to use attribute access on ToolResult
    - Add ToolResult type assertions to tool handler tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix tests to use ToolInvocation dataclass instead of plain dict (#4549)
    
    Update test_github_copilot_agent.py to pass ToolInvocation objects to tool
    handlers instead of plain dicts, matching the github-copilot-sdk>=0.1.32 API
    where ToolInvocation is a dataclass with an .arguments attribute.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Add regression tests for ToolInvocation contract (#4549)
    
    Add tests to lock in the new ToolInvocation-based calling convention:
    - test_tool_handler_rejects_raw_dict_invocation: verifies passing a raw
      dict (old calling convention) raises TypeError/AttributeError
    - test_tool_handler_with_empty_arguments: verifies ToolInvocation with
      empty arguments works correctly for no-arg tools
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Revert requires-python to >=3.10 to avoid breaking CI (#4549)
    
    The repo CI runs with Python 3.10 (uv sync --all-packages) and all other
    packages require >=3.10. Raising this package to >=3.11 would break the
    shared install flow. The SDK dependency version constraint (>=0.1.32) will
    enforce any Python version requirement from the SDK itself.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix min Python version for github_copilot package to >=3.11
    
    github-copilot-sdk>=0.1.32 requires Python>=3.11, which conflicts
    with the package's declared >=3.10 minimum, breaking uv sync.
    
    * Bump py version for GH workflows to 3.11, exclude GHCP sdk from 3.10 items
    
    * Fix uv command
    
    * Fixes
    
    * Update samples
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • .NET: CI Build time end to end improvement (#4208)
    * .NET: Upgrade to XUnit 3 and Microsoft Testing Platform (#4176)
    
    * Fix copilot studio integration tests failure (#4209)
    
    * Fix anthropic integration tests and skip reason (#4211)
    
    * Remove accidental add of code coverage for integration tests (#4219)
    
    * Add solution filtered parallel test run (#4226)
    
    * Fix build paths (#4228)
    
    * Fix coverage settings path and trait filter (#4229)
    
    * Add project name filter to solution (#4231)
    
    * Increase Integration Test Parallelism (#4241)
    
    * Increase integration tests threads to 4x (#4242)
    
    * Separate build and test into parallel jobs (#4243)
    
    * Filter src by framework for tests build (#4244)
    
    * Separate build and test into parallel jobs
    
    * Filter source projects by framework for tests build
    
    * Pre-build samples via tests to avoid timeouts (#4245)
    
    * Separate build from run for console sample validation (#4251)
    
    * Address PR comments (#4255)
    
    * Merge and move scripts (#4308)
    
    * .NET: Add Microsoft Fabric sample #3674 (#4230)
    
    Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
    
    * Python: Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference (#4207)
    
    * Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference
    
    Add embedding client implementations to existing provider packages:
    
    - OllamaEmbeddingClient: Text embeddings via Ollama's embed API
    - BedrockEmbeddingClient: Text embeddings via Amazon Titan on Bedrock
    - AzureAIInferenceEmbeddingClient: Text and image embeddings via Azure AI
      Inference, supporting Content | str input with separate model IDs for
      text (AZURE_AI_INFERENCE_EMBEDDING_MODEL_ID) and image
      (AZURE_AI_INFERENCE_IMAGE_EMBEDDING_MODEL_ID) endpoints
    
    Additional changes:
    - Rename EmbeddingCoT -> EmbeddingT, EmbeddingOptionsCoT -> EmbeddingOptionsT
    - Add otel_provider_name passthrough to all embedding clients
    - Register integration pytest marker in all packages
    - Add lazy-loading namespace exports for Ollama and Bedrock embeddings
    - Add image embedding sample using Cohere-embed-v3-english
    - Add azure-ai-inference dependency to azure-ai package
    
    Part of #1188
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix mypy duplicate name and ruff lint issues
    
    - Rename second 'vector' variable to 'img_vector' in image embedding loop
    - Combine nested with statements in tests
    - Remove unused result assignments in tests
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * updates from feedback
    
    * Fix CI failures in embedding usage handling
    
    - Fix Azure AI embedding mypy issues by normalizing vectors to list[float],
      safely accumulating optional usage token fields, and filtering None entries
      before constructing GeneratedEmbeddings
    - Avoid Bandit false positive by initializing usage details as an empty dict
    - Update OpenAI embedding tests to assert canonical usage keys
      (input_token_count/total_token_count)
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * [Purview] Mark responses as responses and fix epoch bug for python long overflow (#4225)
    
    * .NET: Support InvokeMcpTool for declarative workflows (#4204)
    
    * Initial implementation of InvokeMcpTool in declarative workflow
    
    * Cleaned up sample implementation
    
    * Updated sample comments.
    
    * Added missing executor routing attribute
    
    * Fix PR comments.
    
    * Updated based on PR comments.
    
    * Updated based on PR comments.
    
    * Removed unnecessary using statement.
    
    * Update Python package versions to rc2 (#4258)
    
    - Bump core and azure-ai to 1.0.0rc2
    - Bump preview packages to 1.0.0b260225
    - Update dependencies to >=1.0.0rc2
    - Add CHANGELOG entries for changes since rc1
    - Update uv.lock
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * .NET: Fixing issue where OpenTelemetry span is never exported in .NET in-process workflow execution (#4196)
    
    * 1. Add reproduction test for issue #4155: workflow.run Activity never stopped in streaming OffThread path
    
    The WorkflowRunActivity_IsStopped_Streaming_OffThread test demonstrates that
    the workflow.run OpenTelemetry Activity created in StreamingRunEventStream.RunLoopAsync
    is started but never stopped when using the OffThread/Default streaming execution.
    The background run loop keeps running after event consumption completes, so the
    using Activity? declaration never disposes until explicit StopAsync() is called.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    2. Fix workflow.run Activity never stopped in streaming OffThread execution (#4155)
    
    The workflow.run OpenTelemetry Activity in StreamingRunEventStream.RunLoopAsync
    was scoped to the method lifetime via 'using'. Since the run loop only exits on
    cancellation, the Activity was never stopped/exported until explicit disposal.
    
    Fix: Remove 'using' and explicitly dispose the Activity when the workflow reaches
    Idle status (all supersteps complete). A safety-net disposal in the finally block
    handles cancellation and error paths.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Add root-level workflow.session activity spanning run loop lifetime\n\nImplements two-level telemetry hierarchy per PR feedback from lokitoth:\n- workflow.session: spans the entire run loop / stream lifetime\n- workflow_invoke: per input-to-halt cycle, nested within the session\n\nThis ensures the session activity stays open across multiple turns,\nwhile individual run activities are created and disposed per cycle.\n\nAlso fixes linkedSource CancellationTokenSource disposal leak in\nStreamingRunEventStream (added using declaration)."
    
    * Address Copilot review: fix Activity/CTS disposal, rename activity, add error tag\n\n1. LockstepRunEventStream: Remove 'using' from Activity in async iterator\n   and manually dispose in finally block (fixes #4155 pattern). Also dispose\n   linkedSource CTS in finally to prevent leak.\n2. Tags.cs: Add ErrorMessage (\"error.message\") tag for runtime errors,\n   distinct from BuildErrorMessage (\"build.error.message\").\n3. ActivityNames: Rename WorkflowRun from \"workflow_invoke\" to \"workflow.run\"\n   for cross-language consistency.\n4. WorkflowTelemetryContext: Fix XML doc to say \"outer/parent span\" instead\n   of \"root-level span\".\n5. ObservabilityTests: Assert WorkflowSession absence when DisableWorkflowRun\n   is true.\n6. WorkflowRunActivityStopTests: Fix streaming test race by disposing\n   StreamingRun before asserting activities are stopped.\n7. StreamingRunEventStream/LockstepRunEventStream: Use Tags.ErrorMessage\n   instead of Tags.BuildErrorMessage for runtime error events."
    
    * Review fixes: revert workflow_invoke rename, use 'using' for linkedSource, move SessionStarted earlier\n\n- Revert ActivityNames.WorkflowRun back to \"workflow_invoke\" (OTEL semantic convention contract)\n- Use 'using' declaration for linkedSource CTS in LockstepRunEventStream (no timing sensitivity)\n- Move SessionStarted event before WaitForInputAsync in StreamingRunEventStream to match Lockstep behavior"
    
    * Improve naming and comments in WorkflowRunActivityStopTests"
    
    * Prevent session Activity.Current leak in lockstep mode, add nesting test
    
    Save and restore Activity.Current in LockstepRunEventStream.Start() so the
    session activity doesn't leak into caller code via AsyncLocal. Re-establish
    Activity.Current = sessionActivity before creating the run activity in
    TakeEventStreamAsync to preserve parent-child nesting.
    
    Add test verifying app activities after RunAsync are not parented under the
    session, and that the workflow_invoke activity nests under the session."
    
    * Fix stale XML doc: WorkflowRun -> WorkflowInvoke in ObservabilityTests
    
    ---------
    
    Co-authored-by: alliscode <bentho@microsoft.com>
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python / .NET Samples - Restructure and Improve Samples (Feature Branc… (#4092)
    
    * Python: .NET Samples - Restructure and Improve Samples (Feature Branch) (#4091)
    
    * Moved by agent (#4094)
    
    * Fix readme links
    
    * .NET Samples - Create `04-hosting` learning path step (#4098)
    
    * Agent move
    
    * Agent reorderd
    
    * Remove A2A section from README 
    
    Removed A2A section from the Getting Started README.
    
    * Agent fixed links
    
    * Fix broken sample links in durable-agents README (#4101)
    
    * Initial plan
    
    * Fix broken internal links in documentation
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Revert template link changes; keep only durable-agents README fix
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * .NET Samples - Create `03-workflows` learning path step (#4102)
    
    * Fix solution project path
    
    * Python: Fix broken markdown links to repo resources (outside /docs) (#4105)
    
    * Initial plan
    
    * Fix broken markdown links to repo resources
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Update README to rename .NET Workflows Samples section
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * .NET Samples - Create `02-agents` learning path step (#4107)
    
    * .NET: Fix broken relative link in GroupChatToolApproval README (#4108)
    
    * Initial plan
    
    * Fix broken link in GroupChatToolApproval README
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Update labeler configuration for workflow samples
    
    * .NET - Reorder Agents samples to start from Step01 instead of Step04 (#4110)
    
    * Fix solution
    
    * Resolve new sample paths
    
    * Move new AgentSkills and AgentWithMemory_Step04 samples
    
    * Fix link
    
    * Fix readme path
    
    * fix: update stale dotnet/samples/Durable path reference in AGENTS.md
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Moved new sample
    
    * Update solution
    
    * Resolve merge (new sample)
    
    * Sync to new sample - FoundryAgents_Step21_BingCustomSearch
    
    * Updated README
    
    * .NET Samples - Configuration Naming Update (#4149)
    
    * .NET: Restore AzureFunctions index parity with ConsoleApps under DurableAgents samples (#4221)
    
    * Clean-up `05_host_your_agent`
    
    * Config setting consistency
    
    * Refine samples
    
    * AGENTS.md
    
    * Move new samples
    
    * Re-order samples
    
    * Move new project and fixup solution
    
    * Fixup model config
    
    * Fix up new UT project
    
    ---------
    
    Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
    
    * Python: Fix Bedrock embedding test stub missing meta attribute (#4287)
    
    * Fix Bedrock embedding test stub missing meta attribute
    
    * Increase test coverage so gate passes
    
    * Python: (ag-ui): fix approval payloads being re-processed on subsequent conversation turns (#4232)
    
    * Fix ag-ui tool call issue
    
    * Safe json fix
    
    * Python: Update workflow orchestration samples to use AzureOpenAIResponsesClient (#4285)
    
    * Update workflow orchestration samples to use AzureOpenAIResponsesClient
    
    * Fix broken link
    
    * Move scripts to scripts folder
    
    ---------
    
    Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
    Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
    Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Co-authored-by: Rishabh Chawla <rishabhchawla1995@gmail.com>
    Co-authored-by: Peter Ibekwe <109177538+peibekwe@users.noreply.github.com>
    Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
    Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>
    Co-authored-by: alliscode <bentho@microsoft.com>
    Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
    
    * Fix encoding (#4309)
    
    * Disable Parallelization for WorkflowRunActivityStopTests (#4313)
    
    * Revert parallel disable (#4324)
    
    * .NET: Disable flakey Workflow Observability tests (#4416)
    
    * Disable flakey OffThread test
    
    * Disable additional OffThread test
    
    * Disable a further test
    
    * Disable all observability tests
    
    ---------
    
    Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
    Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
    Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Co-authored-by: Rishabh Chawla <rishabhchawla1995@gmail.com>
    Co-authored-by: Peter Ibekwe <109177538+peibekwe@users.noreply.github.com>
    Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
    Co-authored-by: Ben Thomas <ben.thomas@microsoft.com>
    Co-authored-by: alliscode <bentho@microsoft.com>
    Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
  • .NET: Skip flacky UT + (Attempt) Merge Gatekeeper fix (#4456)
    * Skip flacky UT
    
    * Ignore org-level GitHub App checks in merge-gatekeeper
    
    Add Cleanup artifacts, Agent, Prepare, and Upload results to the
    ignored list. These are check runs created by an org-level GitHub App
    (MSDO), not by any workflow in this repo, and their transient failures
    should not block merges.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Add Azure Cosmos history provider package (#4271)
    * Created cosmos history provider
    
    * add marker
    
    * Python: address Cosmos PR feedback
    
    - address provider/test/sample review feedback and cleanup typing
    - add cosmos integration test coverage and skip gating
    - add dedicated cosmos emulator jobs to python merge/integration workflows
    - switch cosmos workflow execution to package poe integration-tests task
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: handle empty Cosmos session id
    
    - replace default partition fallback for empty session_id
    - log warning and generate GUID when session_id is empty
    - update unit tests to validate GUID fallback behavior
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix sample
    
    * fix cross partition query
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Fix samples discovered by auto validation pipeline (#4355)
    * Fix samples discovered by auto validation pipeline
    
    * Update python/samples/02-agents/devui/in_memory_mode.py
    
    Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
  • Python: Tuning auto sample validation workflow (#4218)
    * Tuning validate-01-get-started
    
    * Add gh token
    
    * Add model
    
    * enable debug log
    
    * bump up timeout for testing purposes
    
    * Test cli is working
    
    * Fix end quote
    
    * Run gh auth
    
    * Run gh auth trail 2
    
    * Run gh auth trail 3
    
    * Test token
    
    * Add zcure login
    
    * Add zcure login 2
    
    * Add zcure login 3
    
    * Add zcure login 4
    
    * Extract common actions
    
    * Extract common actions 2
    
    * Correct env vars
    
    * Print outputs to action console
    
    * Disable end-to-end samples
    
    * Fix ruff errors
    
    * Fix ruff errors 2
    
    * Revert workflow changes to fix tests
    
    * Revert workflow changes to fix tests 2
    
    * Revert workflow changes to fix tests 3
    
    * Revert workflow changes to fix tests 4
  • Python / .NET Samples - Restructure and Improve Samples (Feature Branc… (#4092)
    * Python: .NET Samples - Restructure and Improve Samples (Feature Branch) (#4091)
    
    * Moved by agent (#4094)
    
    * Fix readme links
    
    * .NET Samples - Create `04-hosting` learning path step (#4098)
    
    * Agent move
    
    * Agent reorderd
    
    * Remove A2A section from README 
    
    Removed A2A section from the Getting Started README.
    
    * Agent fixed links
    
    * Fix broken sample links in durable-agents README (#4101)
    
    * Initial plan
    
    * Fix broken internal links in documentation
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Revert template link changes; keep only durable-agents README fix
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * .NET Samples - Create `03-workflows` learning path step (#4102)
    
    * Fix solution project path
    
    * Python: Fix broken markdown links to repo resources (outside /docs) (#4105)
    
    * Initial plan
    
    * Fix broken markdown links to repo resources
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Update README to rename .NET Workflows Samples section
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * .NET Samples - Create `02-agents` learning path step (#4107)
    
    * .NET: Fix broken relative link in GroupChatToolApproval README (#4108)
    
    * Initial plan
    
    * Fix broken link in GroupChatToolApproval README
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Update labeler configuration for workflow samples
    
    * .NET - Reorder Agents samples to start from Step01 instead of Step04 (#4110)
    
    * Fix solution
    
    * Resolve new sample paths
    
    * Move new AgentSkills and AgentWithMemory_Step04 samples
    
    * Fix link
    
    * Fix readme path
    
    * fix: update stale dotnet/samples/Durable path reference in AGENTS.md
    
    Co-authored-by: crickman <66376200+crickman@users.noreply.github.com>
    
    * Moved new sample
    
    * Update solution
    
    * Resolve merge (new sample)
    
    * Sync to new sample - FoundryAgents_Step21_BingCustomSearch
    
    * Updated README
    
    * .NET Samples - Configuration Naming Update (#4149)
    
    * .NET: Restore AzureFunctions index parity with ConsoleApps under DurableAgents samples (#4221)
    
    * Clean-up `05_host_your_agent`
    
    * Config setting consistency
    
    * Refine samples
    
    * AGENTS.md
    
    * Move new samples
    
    * Re-order samples
    
    * Move new project and fixup solution
    
    * Fixup model config
    
    * Fix up new UT project
    
    ---------
    
    Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
  • Python: updated integration tests and guidance (#4181)
    * updated integration tests and guidance
    
    * fixed merge test
    
    * updated integration tests
    
    * fix: remove duplicate --dist loadfile flag from pytest-xdist config
    
    Only one --dist mode can be active at a time; the second value silently
    overrides the first. Keep --dist worksteal (dynamic load balancing) and
    remove the redundant --dist loadfile from all workflow files and
    pyproject.toml configs.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * docs: add keep-in-sync notes for merge and integration test workflows
    
    Both python-merge-tests.yml and python-integration-tests.yml share the
    same parallel job structure. Added sync reminders in workflow file
    comments, the python-testing SKILL.md, and CODING_STANDARD.md.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * refactor: remove RUN_INTEGRATION_TESTS flag
    
    Integration test gating now uses two mechanisms:
    - `@pytest.mark.integration` for test selection via `-m` filtering
    - `skip_if_*_disabled` for credential/service availability checks
    
    The RUN_INTEGRATION_TESTS env var was redundant since the marker handles
    selection and the skip decorators already check for actual credentials.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: sync missing env vars from merge-tests to integration-tests
    
    Add OPENAI_EMBEDDINGS_MODEL_ID and AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME
    to python-integration-tests.yml to match python-merge-tests.yml.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: remove remaining RUN_INTEGRATION_TESTS from embedding tests and docs
    
    Missed test_openai_embedding_client.py and vector-stores README in the
    earlier cleanup.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * set functions tests to 3.10
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: feat(python): Add embedding abstractions and OpenAI implementation (Phase 1) (#4153)
    * feat(python): Add embedding abstractions and OpenAI implementation (Phase 1)
    
    This PR contains two parts:
    
    1. **Overall migration plan** for porting vector stores and embeddings from
       Semantic Kernel to Agent Framework (docs/features/vector-stores-and-embeddings/README.md)
       covering all 10 phases from core abstractions through connectors and TextSearch.
    
    2. **Phase 1 implementation** — core embedding abstractions and OpenAI/Azure OpenAI
       embedding clients:
    
       Core types (_types.py):
       - EmbeddingGenerationOptions TypedDict (total=False)
       - Embedding[EmbeddingT] generic class with model_id, dimensions, created_at
       - GeneratedEmbeddings[EmbeddingT, EmbeddingOptionsT] list container with options, usage
       - EmbeddingInputT (default str) and EmbeddingT (default list[float]) TypeVars
    
       Protocol + base class (_clients.py):
       - SupportsGetEmbeddings protocol — Generic[EmbeddingInputT, EmbeddingT, OptionsContraT]
       - BaseEmbeddingClient ABC — Generic[EmbeddingInputT, EmbeddingT, OptionsCoT]
    
       Telemetry (observability.py):
       - EmbeddingTelemetryLayer with gen_ai.operation.name = "embeddings"
    
       OpenAI implementation (openai/_embedding_client.py):
       - RawOpenAIEmbeddingClient, OpenAIEmbeddingClient, OpenAIEmbeddingOptions
       - Uses _ensure_client() factory pattern
    
       Azure OpenAI implementation (azure/_embedding_client.py):
       - AzureOpenAIEmbeddingClient following AzureOpenAIChatClient pattern
       - Supports API key, Entra ID credentials, env var configuration
    
       Tests:
       - 47 unit tests for types, protocol, base class, OpenAI, and Azure clients
       - 6 integration tests (gated behind RUN_INTEGRATION_TESTS + credentials)
    
       Samples:
       - samples/02-agents/embeddings/openai_embeddings.py
       - samples/02-agents/embeddings/azure_openai_embeddings.py
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Add AzureOpenAIEmbeddingClient to azure __init__.pyi stub
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * ci: Add embedding env vars to Python integration tests
    
    Map OPENAI_EMBEDDING_MODEL_ID and AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME
    from GitHub vars to the integration test environment.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Handle base64 encoding_format in OpenAI embedding client
    
    When encoding_format='base64' is used, the OpenAI API returns base64-encoded
    floats instead of a JSON array. Decode these automatically to list[float]
    so the return type stays consistent regardless of encoding format.
    
    Also adds a unit test for base64 decoding and fixes minor docstring/import issues.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Only record INPUT_TOKENS for embedding telemetry
    
    Embeddings have no output/completion tokens. Remove OUTPUT_TOKENS recording
    which was double-counting prompt_tokens via the total_tokens fallback.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Resolve mypy variance error and lint warning
    
    Use contravariant/covariant TypeVars for SupportsGetEmbeddings Protocol.
    Combine nested if into single statement in telemetry layer.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Make EmbeddingCoT invariant for mypy compatibility
    
    GeneratedEmbeddings is invariant in its type param, so the Protocol
    TypeVar cannot be covariant.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Address PR review - empty values guard, service_url for telemetry
    
    - Add early return for empty values in get_embeddings to avoid unnecessary API calls
    - Add service_url() method to RawOpenAIEmbeddingClient for proper telemetry endpoint reporting
    - Add test for empty values behavior
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Python: Fix OpenAI chat client compatibility with third-party endpoints and OTel 0.4.14 (#4161)
    
    * Fix system message content sent as list instead of string
    
    Some OpenAI-compatible endpoints (e.g. NVIDIA NIM) reject system messages
    when content is a list of content parts. This change flattens system and
    developer message content to a plain string in the Chat Completions client.
    
    Fixes https://github.com/microsoft/agent-framework/issues/1407
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix compatibility with opentelemetry-semantic-conventions-ai 0.4.14
    
    Version 0.4.14 removed several LLM_* attributes from SpanAttributes
    (LLM_SYSTEM, LLM_REQUEST_MODEL, LLM_RESPONSE_MODEL, LLM_REQUEST_MAX_TOKENS,
    LLM_REQUEST_TEMPERATURE, LLM_REQUEST_TOP_P, LLM_TOKEN_TYPE).
    
    Move these to the OtelAttr enum with their well-known gen_ai.* string values
    and update all references in observability.py and tests.
    
    Fixes https://github.com/microsoft/agent-framework/issues/4160
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Flatten text-only message content to string for all roles
    
    Extend the system/developer fix to all message roles. Text-only content
    lists are now post-processed into plain strings, while multimodal content
    (text + images/audio) remains as a list. This fixes compatibility with
    OpenAI-like endpoints that cannot deserialize list content (e.g. Foundry
    Local's Neutron backend).
    
    Partially fixes https://github.com/microsoft/agent-framework/issues/4084
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix streaming text lost when usage data in same chunk
    
    Some providers (e.g. Gemini) include both usage data and text content
    in the same streaming chunk. The early return on chunk.usage caused
    text and tool call parsing to be skipped entirely. Remove the early
    return and process usage alongside text/tool calls.
    
    Fixes https://github.com/microsoft/agent-framework/issues/3434
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * Fix mypy errors in _chat_client.py
    
    Rename shadowed variable 'args' in system/developer branch to 'sys_args'
    and rename loop variable 'content' to 'msg_content' to avoid type conflict.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * reorder imports
    
    * fix: Use OtelAttr.REQUEST_MODEL instead of removed SpanAttributes.LLM_REQUEST_MODEL
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * docs: Add score_threshold to vector store plan
    
    Reference SK .NET PR #13501 for score threshold filtering semantics.
    Include score_threshold in SearchOptions from Phase 3.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * docs: Add reference to roji's SK .NET MEVD work for SQL connectors
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    * fix: Clear env vars in construction tests to avoid CI leakage
    
    Tests for missing API key / model ID now use monkeypatch.delenv to ensure
    env vars from the integration test environment don't prevent the expected
    ValueError from being raised.
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
  • Python: Automate sample validation (#4193)
    * Automate sample validation: part 1
    
    * Automate sample validation: part 2
    
    * Create GH workflow
    
    * comments
    
    * Fix mypy
  • Updated GitHub action for manual integration tests (#4147)
    * Updated merge test permissions
    
    * Removed repo check
    
    * Added fetch from main for comparison
    
    * Updated path detection logic
    
    * Small updates
    
    * Reverted file rename
    
    * Created dedicated workflows for integration tests
    
    * Small fix for Python
    
    * Small fixes
    
    * Small update
    
    * Small update
    
    * Added tests check for Python
  • Added new GitHub action for manual integration test run based on PR (#4135)
    * Added new GitHub action for manual integration test run based on PR
    
    * Addressed comments
    
    * Added branch name as input
    
    * Small improvements
  • Python: Add more unit test coverage gates (#4104)
    * Add more unit test coverage gates
    
    * Fix missing `files` parameter in `print_coverage_table()` docstring (#4106)
    
    * Initial plan
    
    * Update print_coverage_table docstring to document files parameter
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
  • Python: Improve Azure AI Search package test coverage (#4019)
    * Improve Azure AI Search package test coverage
    
    * Fix pipeline error
  • Python: Track and enforce 85%+ unit test coverage for anthropic package (#3926)
    * Initial plan
    
    * Add initial coverage tests for anthropic package
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Achieve 89% test coverage for anthropic package and enforce in CI
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Address code review feedback - fix async tests and add constants
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Format code with ruff to pass pre-commit checks
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Split coverage tests into multiple focused test files
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Fix test imports - move helpers to conftest.py for proper pytest discovery
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Fix test imports and mock attributes - move helpers to each file, fix mock data
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Fix text editor error mock to use error_code attribute
    
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    
    * Consolidate all tests into test_anthropic_client.py - remove separate test files
    
    Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
    
    * Remove accidentally committed .orig file
    
    Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
    
    * Remove temporary .gitignore file
    
    Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
    
    ---------
    
    Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
    Co-authored-by: TaoChenOSU <12570346+TaoChenOSU@users.noreply.github.com>
    Co-authored-by: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
  • Python: Add more packages to unit test coverage gate (#3831)
    * Add more packages to unit test coverage gate
    
    * Trigger workflow
    
    * Remove azure ai search
    
    * Add purview
    
    * Add declarative to coverage report
  • Python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies (#3748)
    * python: replace pre-commit with prek, add PEP 723 script deps, clean up dev dependencies
    
    - Replace pre-commit with prek (Rust-native, faster pre-commit alternative)
    - Move supported hooks to repo: builtin for zero-clone speed
    - Add new builtin hooks: trailing-whitespace, check-merge-conflict, detect-private-key, check-added-large-files
    - Update all hook versions to latest (pre-commit-hooks v6, pyupgrade v3.21.2, bandit 1.9.3, uv-pre-commit 0.10.0)
    - Add PEP 723 inline script metadata to 34 samples with external deps
    - Remove autogen-agentchat/autogen-ext from dev deps (now declared per-sample)
    - Remove unused dev deps: pytest-env, tomli-w
    - Add agent-framework-core>=1.0.0b260130 lower bound to all 21 packages
    - Update CI workflow to use j178/prek-action
    - Update docs: DEV_SETUP.md, AGENTS.md, CODING_STANDARD.md, SAMPLE_GUIDELINES.md
    
    * updated lock
    
    * python: fix prek config paths for local execution and CI workflow
    
    Remove global 'files: ^python/' filter and strip python/ prefix from all path patterns in .pre-commit-config.yaml so prek finds files when run from the python/ directory. Update CI workflow to use --cd python instead of --config path. Include trailing whitespace fixes and dev dependency cleanup.
    
    * python: move helper scripts to scripts/ folder and exclude from checks
    
    * python: exclude AGENTS.md from prek markdown code lint
    
    * python: exclude AGENTS.md and azure_ai_search sample from markdown lint
    
    * fix m365 sample
    
    * python: ignore CPY rule for samples with PEP 723 headers
    
    * fix in dev_setup
    
    * python: replace aiofiles with regular open in samples
    
    * python: suppress reportUnusedImport in markdown code block checker
    
    * python: use samples pyright config for markdown code block checker
    
    Write a temp pyrightconfig.json matching pyrightconfig.samples.json rules (typeCheckingMode=off, only reportMissingImports and reportAttributeAccessIssue). Filter output to only fail on these rules since syntax-level errors (top-level await, undefined vars) are expected in README documentation snippets.
    
    * python: use markdown-code-lint with fixed globs instead of prek file list
    
    The prek-markdown-code-lint task received all changed files including non-README markdown and files with pre-existing broken imports. Replace with the standard markdown-code-lint task which uses the correct glob patterns (README.md, packages/**/README.md, samples/**/*.md).
    
    * python: exclude READMEs with pre-existing broken imports from markdown lint
    
    * python: fix broken README code snippets instead of excluding them
    
    - ag-ui: replace TextContent (removed) with content.type == 'text'
    - durabletask: fix import path to durabletask.worker.TaskHubGrpcWorker
    - orchestrations: use constructor params instead of .participants() method
    - observability: mark deprecated code blocks as plain text, filter
      reportMissingImports to agent_framework modules only
    - remove README excludes from markdown-code-lint task
    
    * add revision to gaia download
    
    * feat(python): parallelize checks across packages
    
    Run (package × task) cross-product in parallel using ThreadPoolExecutor
    and subprocesses. Key changes:
    
    - Add scripts/task_runner.py with shared parallel execution engine
    - Update run_tasks_in_packages_if_exists.py to accept multiple tasks
    - Update run_tasks_in_changed_packages.py with --files flag and parallel support
    - Add check-packages poe task (fmt+lint+pyright+mypy in parallel)
    - Add prek-markdown-code-lint and prek-samples-check with change detection
    - Split CI code quality workflow into parallel prek and mypy jobs
    - Update DEV_SETUP.md to document new parallel behavior
    
    Core package changes still trigger checks on all packages.
    
    * feat(ci): split code quality into 4 parallel jobs
    
    Split the single prek job into parallel jobs:
    - pre-commit-hooks: lightweight hooks (SKIP=poe-check)
    - package-checks: fmt/lint/pyright/mypy via check-packages
    - samples-markdown: samples-lint, samples-syntax, markdown-code-lint
    - mypy: change-detected mypy checks
    
    All 4 jobs run concurrently (×2 Python versions = 8 runners).
    
    * feat(ci): use only Python 3.10 for code quality checks
    
    * refactor(python): add future annotations and remove quoted types
    
    Add `from __future__ import annotations` to 93 package files that
    used quoted string annotations, then run pyupgrade --py310-plus to
    remove the now-unnecessary quotes.
    
    Fixes https://github.com/microsoft/agent-framework/issues/3578
  • Python: [BREAKING] Moved to a single get_response and run API (#3379)
    * WIP
    
    * big update to new ResponseStream model
    
    * fixed tests and typing
    
    * fixed tests and typing
    
    * fixed tools typevar import
    
    * fix
    
    * mypy fix
    
    * mypy fixes and some cleanup
    
    * fix missing quoted names
    
    * and client
    
    * fix  imports agui
    
    * fix anthropic override
    
    * fix agui
    
    * fix ag ui
    
    * fix import
    
    * fix anthropic types
    
    * fix mypy
    
    * refactoring
    
    * updated typing
    
    * fix 3.11
    
    * fixes
    
    * redid layering of chat clients and agents
    
    * redid layering of chat clients and agents
    
    * Fix lint, type, and test issues after rebase
    
    - Add @overload decorators to AgentProtocol.run() for type compatibility
    - Add missing docstring params (middleware, function_invocation_configuration)
    - Fix TODO format (TD002) by adding author tags
    - Fix broken observability tests from upstream:
      - Replace non-existent use_instrumentation with direct instantiation
      - Replace non-existent use_agent_instrumentation with AgentTelemetryLayer mixin
      - Fix get_streaming_response to use get_response(stream=True)
      - Add AgentInitializationError import
      - Update streaming exception tests to match actual behavior
    
    * Fix AgentExecutionException import error in test_agents.py
    
    - Replace non-existent AgentExecutionException with AgentRunException
    
    * Fix test import and asyncio deprecation issues
    
    - Add 'tests' to pythonpath in ag-ui pyproject.toml for utils_test_ag_ui import
    - Replace deprecated asyncio.get_event_loop().run_until_complete with asyncio.run
    
    * Fix azure-ai test failures
    
    - Update _prepare_options patching to use correct class path
    - Fix test_to_azure_ai_agent_tools_web_search_missing_connection to clear env vars
    
    * Convert ag-ui utils_test_ag_ui.py to conftest.py
    
    - Move test utilities to conftest.py for proper pytest discovery
    - Update all test imports to use conftest instead of utils_test_ag_ui
    - Remove old utils_test_ag_ui.py file
    - Revert pythonpath change in pyproject.toml
    
    * fix: use relative imports for ag-ui test utilities
    
    * fix agui
    
    * Rename Bare*Client to Raw*Client and BaseChatClient
    
    - Renamed BareChatClient to BaseChatClient (abstract base class)
    - Renamed BareOpenAIChatClient to RawOpenAIChatClient
    - Renamed BareOpenAIResponsesClient to RawOpenAIResponsesClient
    - Renamed BareAzureAIClient to RawAzureAIClient
    - Added warning docstrings to Raw* classes about layer ordering
    - Updated README in samples/getting_started/agents/custom with layer docs
    - Added test for span ordering with function calling
    
    * Fix layer ordering: FunctionInvocationLayer before ChatTelemetryLayer
    
    This ensures each inner LLM call gets its own telemetry span, resulting in
    the correct span sequence: chat -> execute_tool -> chat
    
    Updated all production clients and test mocks to use correct ordering:
    - ChatMiddlewareLayer (first)
    - FunctionInvocationLayer (second)
    - ChatTelemetryLayer (third)
    - BaseChatClient/Raw...Client (fourth)
    
    * Remove run_stream usage
    
    * Fix conversation_id propagation
    
    * Python: Add BaseAgent implementation for Claude Agent SDK (#3509)
    
    * Added ClaudeAgent implementation
    
    * Updated streaming logic
    
    * Small updates
    
    * Small update
    
    * Fixes
    
    * Small fix
    
    * Naming improvements
    
    * Updated imports
    
    * Addressed comments
    
    * Updated package versions
    
    * Update Claude agent connector layering
    
    * fix test and plugin
    
    * Store function middleware in invocation layer
    
    * Fix telemetry streaming and ag-ui tests
    
    * Remove legacy ag-ui tests folder
    
    * updates
    
    * Remove terminate flag from FunctionInvocationContext, use MiddlewareTermination instead
    
    - Remove terminate attribute from FunctionInvocationContext
    - Add result attribute to MiddlewareTermination to carry function results
    - FunctionMiddlewarePipeline.execute() now lets MiddlewareTermination propagate
    - _auto_invoke_function captures context.result in exception before re-raising
    - _try_execute_function_calls catches MiddlewareTermination and sets should_terminate
    - Fix handoff middleware to append to chat_client.function_middleware directly
    - Update tests to use raise MiddlewareTermination instead of context.terminate
    - Add middleware flow documentation in samples/concepts/tools/README.md
    - Fix ag-ui to use FunctionMiddlewarePipeline instead of removed create_function_middleware_pipeline
    
    * fix: remove references to removed terminate flag in purview tests, add type ignore
    
    * fix: move _test_utils.py from package to test folder
    
    * fix: call get_final_response() to trigger context provider notification in streaming test
    
    * fix: correct broken links in tools README
    
    * docs: clarify default middleware behavior in summary table
    
    * fix: ensure inner stream result hooks are called when using map()/from_awaitable()
    
    * Fix mypy type errors
    
    * Address PR review comments on observability.py
    
    - Remove TODO comment about unconsumed streams, add explanatory note instead
    - Remove redundant _close_span cleanup hook (already called in _finalize_stream)
    - Clarify behavior: cleanup hooks run after stream iteration, if stream is not
      consumed the span remains open until garbage collected
    
    * Remove gen_ai.client.operation.duration from span attributes
    
    Duration is a metrics-only attribute per OpenTelemetry semantic conventions.
    It should be recorded to the histogram but not set as a span attribute.
    
    * Remove duration from _get_response_attributes, pass directly to _capture_response
    
    Duration is a metrics-only attribute. It's now passed directly to _capture_response
    instead of being included in the attributes dict that gets set on the span.
    
    * Remove redundant _close_span cleanup hook in AgentTelemetryLayer
    
    _finalize_stream already calls _close_span() in its finally block,
    so adding it as a separate cleanup hook is redundant.
    
    * Use weakref.finalize to close span when stream is garbage collected
    
    If a user creates a streaming response but never consumes it, the cleanup
    hooks won't run. Now we register a weak reference finalizer that will close
    the span when the stream object is garbage collected, ensuring spans don't
    leak in this scenario.
    
    * Fix _get_finalizers_from_stream to use _result_hooks attribute
    
    Renamed function to _get_result_hooks_from_stream and fixed it to
    look for the _result_hooks attribute which is the correct name in
    ResponseStream class.
    
    * Add missing asyncio import in test_request_info_mixin.py
    
    * Fix leftover merge conflict marker in image_generation sample
    
    * Update integration tests
    
    * Fix integration tests: increase max_iterations from 1 to 2
    
    Tests with tool_choice options require at least 2 iterations:
    1. First iteration to get function call and execute the tool
    2. Second iteration to get the final text response
    
    With max_iterations=1, streaming tests would return early with only
    the function call/result but no final text content.
    
    * Fix duplicate function call error in conversation-based APIs
    
    When using conversation_id (for Responses/Assistants APIs), the server
    already has the function call message from the previous response. We
    should only send the new function result message, not all messages
    including the function call which would cause a duplicate ID error.
    
    Fix: When conversation_id is set, only send the last message (the tool
    result) instead of all response.messages.
    
    * Add regression test for conversation_id propagation between tool iterations
    
    Port test from PR #3664 with updates for new streaming API pattern.
    Tests that conversation_id is properly updated in options dict during
    function invocation loop iterations.
    
    * Fix tool_choice=required to return after tool execution
    
    When tool_choice is 'required', the user's intent is to force exactly one
    tool call. After the tool executes, return immediately with the function
    call and result - don't continue to call the model again.
    
    This fixes integration tests that were failing with empty text responses
    because with tool_choice=required, the model would keep returning function
    calls instead of text.
    
    Also adds regression tests for:
    - conversation_id propagation between tool iterations (from PR #3664)
    - tool_choice=required returns after tool execution
    
    * Document tool_choice behavior in tools README
    
    - Add table explaining tool_choice values (auto, none, required)
    - Explain why tool_choice=required returns immediately after tool execution
    - Add code example showing the difference between required and auto
    - Update flow diagram to show the early return path for tool_choice=required
    
    * Fix tool_choice=None behavior - don't default to 'auto'
    
    Remove the hardcoded default of 'auto' for tool_choice in ChatAgent init.
    When tool_choice is not specified (None), it will now not be sent to the
    API, allowing the API's default behavior to be used.
    
    Users who want tool_choice='auto' can still explicitly set it either in
    default_options or at runtime.
    
    Fixes #3585
    
    * Fix tool_choice=none should not remove tools
    
    In OpenAI Assistants client, tools were not being sent when
    tool_choice='none'. This was incorrect - tool_choice='none' means
    the model won't call tools, but tools should still be available
    in the request (they may be used later in the conversation).
    
    Fixes #3585
    
    * Add test for tool_choice=none preserving tools
    
    Adds a regression test to ensure that when tool_choice='none' is set but
    tools are provided, the tools are still sent to the API. This verifies
    the fix for #3585.
    
    * Fix tool_choice=none should not remove tools in all clients
    
    Apply the same fix to OpenAI Responses client and Azure AI client:
    - OpenAI Responses: Remove else block that popped tool_choice/parallel_tool_calls
    - Azure AI: Remove tool_choice != 'none' check when adding tools
    
    When tool_choice='none', the model won't call tools, but tools should
    still be sent to the API so they're available for future turns.
    
    Also update README to clarify tool_choice=required supports multiple tools.
    
    Fixes #3585
    
    * Keep tool_choice even when tools is None
    
    Move tool_choice processing outside of the 'if tools' block in OpenAI
    Responses client so tool_choice is sent to the API even when no tools
    are provided.
    
    * Update test to match new parallel_tool_calls behavior
    
    Changed test_prepare_options_removes_parallel_tool_calls_when_no_tools to
    test_prepare_options_preserves_parallel_tool_calls_when_no_tools to reflect
    that parallel_tool_calls is now preserved even when no tools are present,
    consistent with the tool_choice behavior.
    
    * Fix ChatMessage API and Role enum usage after rebase
    
    - Update ChatMessage instantiation to use keyword args (role=, text=, contents=)
    - Fix Role enum comparisons to use .value for string comparison
    - Add created_at to AgentResponse in error handling
    - Fix AgentResponse.from_updates -> from_agent_run_response_updates
    - Fix DurableAgentStateMessage.from_chat_message to convert Role enum to string
    - Add Role import where needed
    
    * Fix additional ChatMessage API and method name changes
    
    - Fix ChatMessage usage in workflow files (use text= instead of contents= for strings)
    - Fix AgentResponse.from_updates -> from_agent_run_response_updates in workflow files
    - Fix test files for ChatMessage and Role enum usage
    
    * Fix remaining ChatMessage API usage in test files
    
    * Fix more ChatMessage and Role API changes in source and test files
    
    - Fix ChatMessage in _magentic.py replan method
    - Fix Role enum comparison in test assertions
    - Fix remaining test files with old ChatMessage syntax
    
    * Fix ChatMessage and Role API changes across packages
    
    - Add Role import where missing
    - Fix ChatMessage signature: positional args to keyword args (role=, text=, contents=)
    - Fix Role enum comparisons: .role.value instead of .role string
    - Fix FinishReason enum usage in ag-ui event converters
    - Rename AgentResponse.from_updates to from_agent_run_response_updates in ag-ui
    
    Fixes API compatibility after Types API Review improvements merge
    
    * Fix ChatMessage and Role API changes in github_copilot tests
    
    * Fix ChatMessage and Role API changes in redis and github_copilot packages
    
    - Fix redis provider: Role enum comparison using .value
    - Fix redis tests: ChatMessage signature and Role comparisons
    - Fix github_copilot tests: ChatMessage signature and Role comparisons
    - Update docstring examples in redis chat message store
    
    * Fix ChatMessage and Role API changes in devui package
    
    - Fix executor: ChatMessage signature change
    - Fix conversations: Role enum to string conversion in two places
    - Fix tests: ChatMessage signatures and Role comparisons
    
    * Fix ChatMessage and Role API changes in a2a and lab packages
    
    - Fix a2a tests: Role comparisons and ChatMessage signatures
    - Fix lab tau2 source: Role enum comparison in flip_messages, log_messages, sliding_window
    - Fix lab tau2 tests: ChatMessage signatures and Role comparisons
    
    * Remove duplicate test files from ag-ui/tests (tests are in ag_ui_tests)
    
    * Fix ChatMessage and Role API changes across packages
    
    After rebasing on upstream/main which merged PR #3647 (Types API Review
    improvements), fix all packages to use the new API:
    
    - ChatMessage: Use keyword args (role=, text=, contents=) instead of
      positional args
    - Role: Compare using .value attribute since it's now an enum
    
    Packages fixed:
    - ag-ui: Fixed Role value extraction bugs in _message_adapters.py
    - anthropic: Fixed ChatMessage and Role comparisons in tests
    - azure-ai: Fixed Role comparison in _client.py
    - azure-ai-search: Fixed ChatMessage and Role in source/tests
    - bedrock: Fixed ChatMessage signatures in tests
    - chatkit: Fixed ChatMessage and Role in source/tests
    - copilotstudio: Fixed ChatMessage and Role in tests
    - declarative: Fixed ChatMessage in _executors_agents.py
    - mem0: Fixed ChatMessage and Role in source/tests
    - purview: Fixed ChatMessage in source/tests
    
    * Fix mypy errors for ChatMessage and Role API changes
    
    - durabletask: Use str() fallback in role value extraction
    - core: Fix ChatMessage in _orchestrator_helpers.py to use keyword args
    - core: Add type ignore for _conversation_state.py contents deserialization
    - ag-ui: Fix type ignore comments (call-overload instead of arg-type)
    - azure-ai-search: Fix get_role_value type hint to accept Any
    - lab: Move get_role_value to module level with Any type hint
    
    * Improve CI test timeout configuration
    
    - Increase job timeout from 10 to 15 minutes
    - Reduce per-test timeout to 60s (was 900s/300s)
    - Add --timeout_method thread for better timeout handling
    - Add --timeout-verbose to see which tests are slow
    - Reduce retries from 3 to 2 and delay from 10s to 5s
    
    This ensures individual test timeouts are shorter than the job
    timeout, providing better visibility when tests hang.
    
    With 60s timeout and 2 retries, worst case per test is ~180s.
    
    * Fix ChatMessage API usage in docstrings and source
    
    - Fix ChatMessage positional args in docstrings: _serialization.py, _threads.py, _middleware.py
    - Fix ChatMessage in tau2 runner.py
    - Fix role comparison in _orchestrator_helpers.py to use .value
    - Fix role comparison in _group_chat.py docstring example
    - Fix role assertions in test_durable_entities.py to use .value
    
    * Revert tool_choice/parallel_tool_calls changes - must be removed when no tools
    
    OpenAI API requires tool_choice and parallel_tool_calls to only be
    present when tools are specified. Restored the logic that removes
    these options when there are no tools.
    
    - Restored check in _chat_client.py to remove tool_choice and
      parallel_tool_calls when no tools present
    - Restored same logic in _responses_client.py
    - Reverted test to expect the correct behavior
    
    * fixed issue in tests
    
    * fix: resolve merge conflict markers in ag-ui tests
    
    * fix: restructure ag-ui tests and fix Role/FinishReason to use string types
    
    * fix: streaming function invocation and middleware termination
    
    - Refactor streaming function invocation to use get_final_response() on inner streams
    - Fix MiddlewareTermination to accept result parameter for passing results
    - Fix _AutoHandoffMiddleware to use MiddlewareTermination instead of context.terminate
    - Fix AgentMiddlewareLayer.run() to properly forward function/chat middleware
    - Remove duplicate middleware registration in AgentMiddlewareLayer.__init__
    - Fix exception handling in _auto_invoke_function to properly capture termination
    - Fix mypy errors in core package
    - Update tests to use stream=True parameter for unified run API
    
    * fix all tests command
    
    * Refactor integration tests to use pytest fixtures
    
    - Merge testutils.py into conftest.py for azurefunctions integration tests
    - Merge dt_testutils.py into conftest.py for durabletask integration tests
    - Convert all integration tests to use fixtures instead of direct imports
      (fixes ModuleNotFoundError with --import-mode=importlib)
    - Add sample_helper fixture for azurefunctions tests
    - Add agent_client_factory and orchestration_helper fixtures for durabletask
    - Integration tests now skip with descriptive messages when services unavailable
    - Restructure devui tests into tests/devui/ with proper conftest.py
    - Add test organization guidelines to CODING_STANDARD.md
    - Remove __init__.py from test directories per pytest best practices
    
    * Fix pytest_collection_modifyitems to only skip integration tests
    
    The hook was skipping all tests in the test session, not just
    integration tests. Now it only skips items in the integration_tests
    directory.
    
    * Fix mem0 tests failing on Python 3.13
    
    Use patch.object on the imported module instead of @patch with string
    path to ensure the mock takes effect regardless of import timing.
    
    * fix mem0
    
    * another attempt for mem0
    
    * fix for mem0
    
    * fix mem0
    
    * Increase worker initialization wait time in durabletask tests
    
    Increase from 2 to 8 seconds to allow time for:
    - Python startup and module imports
    - Azure OpenAI client creation
    - Agent registration with DTS worker
    - Worker connection to DTS
    
    This helps prevent test failures in CI where the first tests may run
    before the worker is fully ready to process requests.
    
    * Fix streaming test to use ResponseStream with finalizer
    
    The _consume_stream method now expects a ResponseStream that can provide
    a final AgentResponse via get_final_response(). Update the test to use
    ResponseStream with AgentResponse.from_updates as the finalizer.
    
    * Fix MockToolCallingAgent to use new ResponseStream API and update samples
    
    * small updates to run_stream to run
    
    * fix sub workflow
    
    * temp fix for az func test
    
    ---------
    
    Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
  • Python: Add coverage threshold gate for PR checks (#3392) (#3510)
    * Python: Add coverage threshold gate for PR checks (#3392)
    
    - Add python-check-coverage.py script to enforce coverage threshold on specific modules
    - Modify python-test-coverage.yml to run coverage check after tests
    - Initial enforced module: agent_framework_azure_ai at 85% threshold
    - Other modules are reported for visibility but don't block merges
    
    * Fail if module not found
    
    * Force unit test job to run
    
    * Comment 1
    
    * Fix coverage check to use full package paths for submodule support
    
    * Update report format
  • Python: [BREAKING] changed AIFunction to FunctionTool and @ai_function to @tool (#3413)
    * changed AIFunction to FunctionTool and @ai_function to @tool
    
    * test and mypy fixes
    
    * mypy fix
    
    * switch function tool to always_require
    
    * fix noop
    
    * fix github copilot imports
    
    * test fixes
    
    * fix ollama test
    
    * fixes for tests
    
    * fix tests
    
    * reverted change to always_require and extended timeout
    
    * fix test
  • 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@users.noreply.github.com>