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feature/python-foundry-upgrade-agentserver-packages
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893 Commits

  • Python: Fix: Parse oauth_consent_request events in Azure AI client (#4197) 
    * Fix: Parse oauth_consent_request events in Azure AI client (#3950)

When Azure AI Agent Service returns an oauth_consent_request output item
for OAuth-protected MCP tools, the base OpenAI responses parser drops it
(hits case _ default branch). This causes agent runs to complete silently
with zero content.

Changes:
- Add oauth_consent_request ContentType and Content.from_oauth_consent_request()
  factory with consent_link field and user_input_request=True
- Override _parse_response_from_openai and _parse_chunk_from_openai in
  RawAzureAIClient to intercept Azure-specific oauth_consent_request items
- Add _emit_oauth_consent helper in AG-UI to emit CustomEvent for frontends
- Add tests proving base parser drops the event and Azure AI override catches it

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

* addressed comment

* addressed comments

* addressed comments

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Giles Odigwe · 2026-03-03 23:02:03 +00:00
    2b3c401848
  • Python: Add file_ids and data_sources support to get_code_interpreter_tool() (#4201) 
    * Python: Add file_ids and data_sources support to AzureAIAgentClient.get_code_interpreter_tool()

Update the factory method to accept file_ids and data_sources keyword
arguments, matching the underlying azure.ai.agents SDK CodeInterpreterTool
constructor. This enables users to attach uploaded files for code
interpreter analysis.

Fixes #4050

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

* addressed comments

* addressed comments

* Add per-message file attachment support for AzureAIAgentClient

Add hosted_file handling in _prepare_messages() to convert
Content.from_hosted_file() into MessageAttachment on ThreadMessageOptions.
This enables per-message file scoping for code interpreter, matching the
underlying Azure AI Agents SDK MessageAttachment pattern.

- Add hosted_file case in _prepare_messages() match statement
- Import MessageAttachment from azure.ai.agents.models
- Add sample for per-message CSV file attachment with code interpreter
- Add employees.csv test data file
- Add 3 unit tests for hosted_file attachment conversion

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

* Address PR review: validation, fix assertions, remove MessageAttachment

- Add empty string validation in resolve_file_ids()
- Add test for Content with file_id=None
- Add test for empty string file_ids
- Revert MessageAttachment/hosted_file handling from _prepare_messages()
  (moved to separate issue #4352 for proper design)
- Remove per-message file upload sample and employees.csv
- Keep data_sources assertion as-is (dict keyed by asset_identifier)

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

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Giles Odigwe · 2026-03-03 23:01:17 +00:00
    7135ed13eb
  • Python: Fix workflow tests pyright warnings (#4362) 
    * Fix workflow tests pyright warnings

* Update uv.lock

* Fix pyright

* Comments

* Update root pyproject pyright setting

* Update core pyproject pyright setting

* Update core pyproject pyright setting
    Tao Chen · 2026-03-03 21:52:05 +00:00
    1a8729d5a7
  • Python: Add OpenTelemetry instrumentation to ClaudeAgent (#4278) (#4326) 
    * Python: Add OpenTelemetry instrumentation to ClaudeAgent (#4278)

Add inline telemetry to ClaudeAgent.run() so that enable_instrumentation()
emits invoke_agent spans and metrics. Covers both streaming and
non-streaming paths using the same observability helpers as
AgentTelemetryLayer. Adds 5 unit tests for telemetry behavior.

Co-Authored-By: amitmukh <amimukherjee@microsoft.com>

* Address PR review feedback for ClaudeAgent telemetry

- Add justification comment for private observability API imports
- Pass system_instructions to capture_messages for system prompt capture
- Use monkeypatch instead of try/finally for test global state isolation

Co-Authored-By: amitmukh <amitmukh@users.noreply.github.com>
Co-Authored-By: Claude <noreply@anthropic.com>

* Adopt AgentTelemetryLayer instead of inline telemetry

Restructure ClaudeAgent to inherit from AgentTelemetryLayer via a
_ClaudeAgentRunImpl mixin, eliminating duplicated telemetry code and
private API imports.

MRO: ClaudeAgent → AgentTelemetryLayer → _ClaudeAgentRunImpl → BaseAgent

- Remove inline _run_with_telemetry / _run_with_telemetry_stream methods
- Remove private observability helper imports (_capture_messages, etc.)
- Add default_options property mapping system_prompt → instructions
- Net -105 lines by reusing core telemetry layer

Co-Authored-By: amitmukh <amitmukh@users.noreply.github.com>
Co-Authored-By: Claude <noreply@anthropic.com>

* Fix mypy: align _ClaudeAgentRunImpl.run() signature with AgentTelemetryLayer.run()

Remove explicit `options` parameter from mixin's run() signature and
extract it from **kwargs to match AgentTelemetryLayer's signature.
Also align overload return types (ResponseStream, Awaitable) to match.

Co-Authored-By: Claude <noreply@anthropic.com>

* Introduce RawClaudeAgent following framework's RawAgent/Agent pattern

Replace private _ClaudeAgentRunImpl mixin with public RawClaudeAgent
class that contains all core logic (init, run, lifecycle, tools).
ClaudeAgent becomes a thin wrapper that adds AgentTelemetryLayer.

- RawClaudeAgent(BaseAgent): full implementation without telemetry
- ClaudeAgent(AgentTelemetryLayer, RawClaudeAgent): adds OTel tracing
- Export RawClaudeAgent from package __init__.py

Users who want to skip telemetry or provide their own can use
RawClaudeAgent directly.

Co-Authored-By: Claude <noreply@anthropic.com>

* Address review nits: trim RawClaudeAgent docstring, fix import paths

- Simplify RawClaudeAgent docstring to a single basic example (not the
  primary entry point for most users)
- Use agent_framework.anthropic import path in docstrings instead of
  direct agent_framework_claude path
- Add RawClaudeAgent to agent_framework.anthropic lazy re-exports

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Amit Mukherjee <amimukherjee@microsoft.com>
Co-authored-by: amitmukh <amitmukh@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>
    Amit Mukherjee · 2026-03-03 20:12:21 +00:00
    fae36b36f2
  • Python: Fix StandardMagenticManager to propagate session to manager agent (#4409) 
    * Fix #4371: Propagate session to manager agent in StandardMagenticManager

StandardMagenticManager._complete() was calling self._agent.run(messages)
without passing a session. This caused context providers (e.g.
RedisHistoryProvider) configured on the manager agent to silently fail,
as each call created a new ephemeral session with a different session_id.

Changes:
- Create an AgentSession in StandardMagenticManager.__init__()
- Pass session=self._session in _complete() calls to agent.run()
- Persist/restore the session in checkpoint save/restore methods
- Add regression tests for session propagation and checkpoint round-trip

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

* Add type: ignore[reportPrivateUsage] to private attribute assertions in tests

Address PR review feedback: add # type: ignore[reportPrivateUsage] comments
to _session attribute accesses in the new regression tests, matching the
existing convention used elsewhere in test_magentic.py (e.g., lines 401-406).

The @pytest.mark.asyncio decorator is not needed because pyproject.toml
sets asyncio_mode = "auto".

Fixes #4371

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

* Address review: use getattr for private _session access in tests (#4371)

Replace direct mgr._session access with getattr(mgr, "_session") to avoid
reportPrivateUsage type-checking warnings without needing type: ignore comments.

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

* Apply pre-commit auto-fixes

* Address PR review: fix session restore guard and improve test robustness (#4371)

- Use 'is not None' instead of truthiness check for session_payload restore
- Use getattr() for private _session attribute access in tests
- Add backward-compatibility test for on_checkpoint_restore with empty state

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

* Make non-async tests plain def to avoid pytest-asyncio dependency (#4409)

Tests that never await anything don't need to be async. Using plain def
ensures they always run regardless of pytest-asyncio configuration.

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

* Apply pre-commit auto-fixes

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-03-03 18:26:04 +00:00
    c5ed8209df
  • Python: Added Shell tool (#4339) 
    * Added shell tool

* Fixed CI error

* Add ShellTool support for OpenAI and Anthropic providers

- Add shell_tool_call, shell_tool_result, and shell_command_output content types
- Add ShellTool class and shell_tool decorator to core
- Add get_hosted_shell_tool() to OpenAI Responses client
- Handle shell_call and shell_call_output parsing in OpenAI (sync and streaming)
- Map ShellTool to Anthropic bash tool API format
- Parse bash_code_execution_tool_result as shell_tool_result in Anthropic
- Add unit tests for all new functionality
- Add sample scripts for hosted and local shell execution

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

* Addressed comments

* Reverted ruff change

* Fixed tests

* Addressed comments

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Dmytro Struk · 2026-03-03 16:22:15 +00:00
    1c0ae4b659
  • Python: Fix IndexError when reasoning models produce reasoning-only messages in Magentic-One workflow (#4413) 
    * Fix IndexError when reasoning models return no text content (#4384)

In _prepare_message_for_openai(), the text_reasoning case unconditionally
accessed all_messages[-1] to attach reasoning_details. When a reasoning
model (e.g. gpt-5-mini) returns reasoning_details without text content,
all_messages is empty, causing an IndexError.

Guard the access by initializing all_messages with the current args dict
when it is empty, so reasoning_details can be safely attached.

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

* Address review: buffer reasoning details for valid message payloads (#4384)

- Buffer pending reasoning details and attach to the next message with
  content/tool_calls, avoiding standalone reasoning-only messages.
- When reasoning is the only content, emit a message with empty content
  to satisfy Chat Completions schema requirements.
- Strengthen test assertions to verify text+reasoning co-location and
  that all messages with reasoning_details also have content or tool_calls.

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

* Fix text_reasoning handling: always buffer and tighten tests (#4384)

- Always buffer reasoning into pending_reasoning instead of conditionally
  attaching to the previous message via fragile all_messages emptiness check
- Attach buffered reasoning to last message at end-of-loop when no subsequent
  content consumed it
- Assert exact content values (content == '' not in ('', None))
- Assert exact list lengths (== 1 not >= 1) for stronger regression guards
- Add test for reasoning before FunctionCallContent

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

* Apply pre-commit auto-fixes

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-03-03 16:13:24 +00:00
    dae3caa719
  • 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>
    Eduard van Valkenburg · 2026-03-03 12:29:32 +00:00
    c37f74f898
  • Python: Add regression tests for Entry JoinExecutor Workflow.Inputs initialization (#4335) 
    * Python: Add regression tests for #3948 - Entry JoinExecutor initializes Workflow.Inputs

Add tests verifying that when workflow.run() is called with a dict or string
input, the Entry node (JoinExecutor with kind: 'Entry') correctly initializes
Workflow.Inputs via _ensure_state_initialized so that:
- Expressions like =inputs.age resolve to the correct value
- Conditions like =Local.age < 13 evaluate based on actual input (not blank/0)
- String inputs populate both inputs.input and System.LastMessage.Text

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

* Apply pre-commit auto-fixes

* Fix D420 and RUF070 lint errors across packages

* Revert _workflow.py yield-inside-context-manager changes

Moving yield inside `with _framework_event_origin()` blocks in the
async generator causes ContextVar token reset failures on Python 3.12
Windows. The token stays un-reset while the generator is suspended,
and async generator finalization in a different contextvars.Context
triggers ValueError, corrupting OpenTelemetry span state and causing
test_span_creation_and_attributes to see leaked spans.

Keep yields outside the context manager blocks to ensure tokens are
reset immediately before the generator suspends.

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-03-03 10:08:40 +00:00
    2e9319359b
  • Python: Add auto_retry.py sample for rate limit handling (#4223) 
    * Initial plan

* Add auto_retry.py sample for rate limiting handling

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

* Update auto_retry sample to use class decorator for get_response retries

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

* Address review feedback on auto_retry sample header and wrapper usage

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

* Restore class-decorator retry sample and address reviewer feedback

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: eavanvalkenburg <13749212+eavanvalkenburg@users.noreply.github.com>
    Copilot · 2026-03-03 08:51:38 +00:00
    debec5208c
  • Python: fix(python): Handle thread.message.completed event in Assistants API streaming (#4333) 
    * fix: handle thread.message.completed event in Assistants API streaming

Previously, `thread.message.completed` events fell through to the
catch-all `else` branch and yielded empty `ChatResponseUpdate` objects,
silently discarding fully-resolved annotation data (file citations,
file paths, and their character-offset regions).

This commit adds a dedicated handler for `thread.message.completed`
that:
- Walks the completed ThreadMessage.content array
- Extracts text blocks with their fully-resolved annotations
- Maps FileCitationAnnotation and FilePathAnnotation to the
  framework's Annotation type with proper TextSpanRegion data
- Yields a ChatResponseUpdate containing the complete text and
  annotations

Fixes #4322

* test: add tests for thread.message.completed annotation handling

Tests cover:
- File citation annotation extraction
- File path annotation extraction
- Multiple annotations on a single text block
- Text-only messages (no annotations)
- Non-text blocks are skipped
- Mixed content blocks (text + image)
- Conversation ID propagation

* fix: address Copilot review - add quote field and log unrecognized annotations

- Include `quote` from `annotation.file_citation.quote` in
  `additional_properties` for FileCitationAnnotation, preserving the
  exact cited text snippet from the source file
- Add `else` clause to log unrecognized annotation types at debug level,
  consistent with the pattern in `_responses_client.py`
- Add `import logging` and module-level logger

* test: add coverage for quote field and unrecognized annotation logging

- test_message_completed_with_file_citation_quote: verifies quote is
  included in additional_properties
- test_message_completed_with_file_citation_no_quote: verifies quote
  is omitted when None
- test_message_completed_unrecognized_annotation_logged: verifies
  unknown annotation types are logged at debug level and skipped

* fix: address reviewer nits — logger name convention + annotation type string

Per @giles17's review:
- Use logging.getLogger('agent_framework.openai') to match module convention
- Simplify debug message to use annotation.type instead of type().__name__

* refactor: move message.completed tests into consolidated test file

Per @giles17's review: moved all tests from test_assistants_message_completed.py
into test_openai_assistants_client.py and deleted the standalone file.

* fix: resolve mypy no-redef and ruff RET504 lint errors

- Remove duplicate type annotation for 'ann' variable (no-redef)
- Return directly from fixture instead of unnecessary assignment (RET504)

* fix: rename annotation variable in completed block to fix mypy type conflict

The 'annotation' loop variable in thread.message.completed has type
FileCitationAnnotation | FilePathAnnotation, which conflicts with the
delta block's 'annotation' of type FileCitationDeltaAnnotation |
FilePathDeltaAnnotation. Renamed to 'completed_annotation' to avoid
mypy 'Incompatible types in assignment' error.

* fix: remove quote field from FileCitationAnnotation handling

---------

Co-authored-by: Giles Odigwe <79032838+giles17@users.noreply.github.com>
    L. Elaine Dazzio · 2026-03-03 04:07:00 +00:00
    869e51fdce
  • Python: fix(python): Use AgentResponse.value instead of model_validate_json in HITL sample (#4405) 
    * fix(python): use AgentResponse.value instead of model_validate_json in HITL sample

Since the agent is configured with response_format=GuessOutput, the
AgentResponse already provides .value with the parsed Pydantic model.
Using .value is more idiomatic and avoids redundant JSON parsing.

Fixes #4396

* fix: add safety guard for AgentResponse.value being None

Address Copilot review feedback: .value is optional and may be None
if response_format isn't propagated through the streaming path.
Add an explicit None check with a clear error message.
    L. Elaine Dazzio · 2026-03-03 03:06:08 +00:00
    ef8e18fb85
  • Move sample validation script from samples/ to scripts/ (#4400)
    Tao Chen · 2026-03-02 23:36:18 +00:00
    d7abfcd444
  • Bump uv from 0.10.5 to 0.10.7 in /python (#4393) 
    Bumps [uv](https://github.com/astral-sh/uv) from 0.10.5 to 0.10.7.
- [Release notes](https://github.com/astral-sh/uv/releases)
- [Changelog](https://github.com/astral-sh/uv/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/uv/compare/0.10.5...0.10.7)

---
updated-dependencies:
- dependency-name: uv
  dependency-version: 0.10.7
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
    dependabot[bot] · 2026-03-02 23:35:26 +00:00
    6de5e57b20
  • Bump poethepoet from 0.42.0 to 0.42.1 in /python (#4392) 
    Bumps [poethepoet](https://github.com/nat-n/poethepoet) from 0.42.0 to 0.42.1.
- [Release notes](https://github.com/nat-n/poethepoet/releases)
- [Commits](https://github.com/nat-n/poethepoet/compare/v0.42.0...v0.42.1)

---
updated-dependencies:
- dependency-name: poethepoet
  dependency-version: 0.42.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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    dependabot[bot] · 2026-03-02 23:35:08 +00:00
    aa0148a9be
  • Bump prek from 0.3.3 to 0.3.4 in /python (#4391) 
    Bumps [prek](https://github.com/j178/prek) from 0.3.3 to 0.3.4.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.3...v0.3.4)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
    dependabot[bot] · 2026-03-02 23:34:13 +00:00
    3c66820307
  • Bump ruff from 0.15.2 to 0.15.4 in /python (#4390) 
    Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.2 to 0.15.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.2...0.15.4)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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    dependabot[bot] · 2026-03-02 23:33:38 +00:00
    986e60a165
  • Bump rollup (#4386) 
    Bumps [rollup](https://github.com/rollup/rollup) from 4.52.4 to 4.59.0.
- [Release notes](https://github.com/rollup/rollup/releases)
- [Changelog](https://github.com/rollup/rollup/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rollup/rollup/compare/v4.52.4...v4.59.0)

---
updated-dependencies:
- dependency-name: rollup
  dependency-version: 4.59.0
  dependency-type: indirect
...

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    dependabot[bot] · 2026-03-02 23:33:15 +00:00
    2b5e556256
  • Bump rollup in /python/samples/demos/ag_ui_workflow_handoff/frontend (#4284) 
    Bumps [rollup](https://github.com/rollup/rollup) from 4.57.1 to 4.59.0.
- [Release notes](https://github.com/rollup/rollup/releases)
- [Changelog](https://github.com/rollup/rollup/blob/master/CHANGELOG.md)
- [Commits](https://github.com/rollup/rollup/compare/v4.57.1...v4.59.0)

---
updated-dependencies:
- dependency-name: rollup
  dependency-version: 4.59.0
  dependency-type: indirect
...

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    dependabot[bot] · 2026-03-02 23:06:34 +00:00
    5276a6c371
  • 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>
    Tao Chen · 2026-03-02 16:24:20 +00:00
    7d374f00bb
  • Python: Fix walrus operator precedence for model_id kwarg in AzureOpenAIResponsesClient (#4310) 
    * Fix walrus operator precedence for model_id in AzureOpenAIResponsesClient (#4299)

Add parentheses around the walrus assignment so model_id receives the
actual string value instead of the boolean result of
`kwargs.pop(...) and not deployment_name`.

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

* Address review: replace walrus with explicit None check, add edge-case tests (#4299)

- Replace walrus operator with explicit assignment and 'is not None'
  check to avoid boolean-coercion pitfalls (empty string now correctly
  surfaces as ValueError instead of silently falling back)
- Add test: deployment_name takes precedence over model_id kwarg
- Add test: model_id='' raises ValueError
- Add test: model_id=None falls back to env var

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

* Add explicit validation for empty model_id in AzureOpenAIResponsesClient

Reject empty or whitespace-only model_id with ValueError instead of
silently passing an empty deployment name downstream. This ensures the
test_init_model_id_kwarg_empty_string test correctly validates behavior
defined in production code rather than relying on downstream validation.

Addresses PR review feedback for #4299.

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

* Simplify model_id handling using walrus operator

Addresses review comment on PR #4310.

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

* Restore explicit model_id validation to fix test failures (#4299)

The walrus operator refactor silently dropped the empty-string validation,
causing test_init_model_id_kwarg_empty_string to fail. Restore the explicit
None check and ValueError raise for empty model_id.

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

* Revert "Restore explicit model_id validation to fix test failures (#4299)"

This reverts commit 1d2965fff6.

* Revert to walrus operator fix per review feedback

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-03-02 14:06:58 +00:00
    c4f643a750
  • Python: .NET: Fix .NET conversation memory in DevUI (#3484) (#4294) 
    * Fix .NET conversation memory in DevUI (#3484)

* formatting fixes

* fix memory regression in python devui , fix for #4123

* Fix for #3983: Added _get_event_type() helper that safely accesses event type on both objects (.type) and dicts (.get("type")). Replaced all 4 bare event.type accesses in _executor.py (lines 267, 477, 499, 523).

Root cause: PR #3690 changed event.__class__.__name__ == "RequestInfoEvent" (safe) to event.type == "request_info" (crashes on dicts), but _execute_workflow still yields raw dicts on error paths.

Test: test_workflow_error_yields_dict_event_without_crash — mocks a workflow that raises, verifies execute_entity consumes the dict error events without crashing.

* format fixes

* lint fixes
    Victor Dibia · 2026-03-02 10:34:25 +00:00
    9124d51e0e
  • Python: Fix executor handler type resolution when using from __future__ import annotations (#4317) 
    * Python: Fix Executor handler type checking with __future__ annotations (#3898)

Use typing.get_type_hints() in _validate_handler_signature to resolve
string annotations from `from __future__ import annotations`. This
mirrors the fix applied to FunctionExecutor in #2308.

When __future__ annotations are enabled, type annotations are stored as
strings. The handler decorator was passing these strings directly to
validate_workflow_context_annotation, which uses typing.get_origin and
returns None for strings, causing a ValueError.

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

* Address PR review feedback for #3898: improve error handling and test coverage

- Wrap typing.get_type_hints() in try/except to provide a descriptive
  ValueError mentioning the handler name when annotations cannot be resolved
- Strengthen bare context test to assert output_types and workflow_output_types
- Add test for @handler(input=..., output=...) with future annotations
  covering the skip_message_annotation branch
- Add test for union-type context annotations with future annotations

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

* Narrow exception catch and add test for unresolvable annotations (#3898)

- Narrow except clause from bare Exception to (NameError, AttributeError,
  TypeError) to avoid masking unexpected errors.
- Add test_handler_unresolvable_annotation_raises to verify that a handler
  with a forward-reference to a non-existent type raises ValueError with
  the expected message.

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

* Fix #3898: fall back to raw annotations when get_type_hints fails

When typing.get_type_hints(func) raises NameError (unresolvable forward
ref), AttributeError, RecursionError, or any other exception, fall back
to the raw parameter annotations instead of raising a ValueError.
This matches the suggestion from @moonbox3 on PR #4317.

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

* Fix test to match new fallback behavior when get_type_hints fails (#3898)

The code now falls back to raw string annotations instead of raising
'Failed to resolve type annotations'. A ValueError is still raised when
the raw string ctx annotation is not a valid WorkflowContext type, so
update the test to match on ValueError without checking the message.

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

* Apply pyupgrade: remove unnecessary string annotation quote

* Add noqa for intentionally undefined name in annotation test

---------

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    Evan Mattson · 2026-02-27 02:59:57 +00:00
    0d6b9d61a5
  • 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
    Tao Chen · 2026-02-27 11:45:10 +09:00
    c45d47d4b2
  • Python: Fix agent option merge to support dict-defined tools (#4314) 
    * Fix _merge_options dropping dict-defined tools (#4303)

_merge_options used getattr(tool, 'name', None) to de-duplicate tools,
which returns None for dict-style tool definitions. This caused all
override dict tools to be treated as duplicates of each other and of any
base dict tools, silently dropping them.

Add _get_tool_name() helper that extracts the name from both object-style
tools (via .name attribute) and dict-style tools (via tool['function']['name']).

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

* Address review: fix None dedup bug and add comprehensive tests (#4303)

- Exclude None from existing_names set so nameless/malformed tools are
  not silently deduplicated against each other
- Add test for cross-type dedup (dict tool + object tool with same name)
- Add test verifying nameless tools are preserved (not falsely deduped)
- Add unit tests for _get_tool_name edge cases: missing function key,
  non-dict function value, missing name, no name attribute, non-dict
  inputs, and valid dict/object tools

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

---------

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    Evan Mattson · 2026-02-26 22:09:36 +00:00
    54c0bea3b6
  • Python: Fix single-tool input handling in OpenAIResponsesClient._prepare_tools_for_openai (#4312) 
    * Fix OpenAIResponsesClient mishandling single-tool inputs (#4304)

Use normalize_tools() in _prepare_tools_for_openai to wrap single tools
(FunctionTool or dict) in a list before iteration, consistent with the
chat client implementation.

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

* Address PR review feedback for #4304

- Use precise type annotation matching normalize_tools/OpenAIChatClient signature
  instead of collapsed Sequence[Any] | Any | None
- Move emptiness guard after normalize_tools() call so single falsy tool
  objects are not silently swallowed
- Import ToolTypes for the type annotation
- Expand test_prepare_tools_for_openai_single_function_tool assertions to
  verify parameters, strict, and parameter schema fields
- Add test_prepare_tools_for_openai_none to verify None input returns []

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

---------

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    Evan Mattson · 2026-02-26 22:09:28 +00:00
    ff124c44a9
  • Python: Fix WorkflowAgent not persisting response messages to session history (#1694) (#4319) 
    WorkflowAgent._run_impl() and _run_stream_impl() did not set
session_context._response before calling _run_after_providers().
This caused InMemoryHistoryProvider.after_run() to see context.response
as None, so response messages were never stored in the session.

On subsequent runs, the workflow only received prior user inputs without
assistant responses, breaking multi-turn conversations.

Fix: Set session_context._response to the workflow result before running
after_run providers, matching the behavior of the regular Agent class.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-02-26 22:07:58 +00:00
    6f7e55c430
  • Python: Map file citation annotations from TextDeltaBlock in Assistants API streaming (#4316) (#4320) 
    During Assistants API streaming, TextDeltaBlock.text.annotations was
ignored when creating Content objects. This caused raw placeholder
strings like 【4:0†source】 to pass through to downstream consumers
(including AG-UI) instead of being resolved to citation metadata.

Map FileCitationDeltaAnnotation and FilePathDeltaAnnotation from
delta_block.text.annotations to Annotation objects on the Content,
consistent with the existing patterns in _responses_client.py and
_chat_client.py.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-02-26 22:07:23 +00:00
    e0461b42c1
  • Python: Preserve workflow run kwargs when continuing with run(responses=...) (#4296) 
    * fix(python): preserve workflow run kwargs on response continuation (#4293)

When continuing a paused workflow with run(responses=...), the existing
run kwargs stored in state were unconditionally overwritten with an empty
dict. This caused subsequent agent invocations to lose the original run
context (e.g., custom_data, user tokens).

Now kwargs are only overwritten when:
- New kwargs are explicitly provided (override), or
- State was just cleared for a fresh run (initialize to {})

On continuation without new kwargs, existing kwargs are preserved.

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

* Address PR review feedback for #4293

- Use consistent get_state(key, {}) default pattern in _agent_executor.py
  and _workflow_executor.py instead of get_state(key) or {} to safely
  handle missing WORKFLOW_RUN_KWARGS_KEY
- Add test for empty-value kwargs on continuation (custom_data={}) to
  verify the is-not-None boundary between overwrite and preserve
- Add test for reset_context=True with no kwargs to exercise the elif
  branch that initializes WORKFLOW_RUN_KWARGS_KEY to {}
- Add len assertion to override test for consistency
- Document kwargs-collapsing behavior at the public API call site

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

---------

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    Evan Mattson · 2026-02-26 20:57:04 +00:00
    b46fe1c82e
  • Python: Strip reserved kwargs in AgentExecutor to prevent duplicate-argument TypeError (#4298) 
    * Python: Strip reserved kwargs in AgentExecutor to prevent collision (#4295)

workflow.run(session=...) passed 'session' through to agent.run() via
**run_kwargs while AgentExecutor also passes session=self._session
explicitly, causing TypeError: got multiple values for keyword argument.

_prepare_agent_run_args now strips reserved params (session, stream,
messages) from run_kwargs and logs a warning when they are present.

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

* Address PR review feedback for #4295

- Use _RESERVED_RUN_PARAMS constant in stripping loop instead of
  hardcoded tuple to maintain single source of truth
- Trim frozenset to only stripped keys (session, stream, messages);
  options and additional_function_arguments have separate merge logic
- Fix caplog type annotation to use TYPE_CHECKING pattern
- Assert options return value in reserved-kwarg stripping test
- Add test for multiple reserved kwargs supplied simultaneously
- Add integration test for messages= kwarg via workflow.run()

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

---------

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    Evan Mattson · 2026-02-26 20:53:20 +00:00
    823e714ccf
  • Python: Tighten HandoffBuilder to require Agent instead of SupportsAgentRun (#4301) (#4302) 
    HandoffBuilder.participants() accepted SupportsAgentRun by API contract,
but build() failed at runtime because _prepare_agent_with_handoffs()
requires Agent instances for cloning, tool injection, and middleware.

Fix: Update all public type hints, docstrings, and validation in
HandoffBuilder and HandoffAgentExecutor to require Agent explicitly.
The isinstance check is now performed early in participants() with a
clear error message explaining why Agent is required.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Evan Mattson · 2026-02-26 20:52:06 +00:00
    97b24990d9
  • Python: Fix response_format resolution in streaming finalizer (#4291) 
    * Python: Fix AgentResponse.value being None when streaming workflow (#3970)

The streaming path in BaseAgent.run() used the raw 'options' parameter
(passed by the caller) to bind response_format into the outer stream's
finalizer. When response_format was set in default_options rather than
runtime options, it was missing from the finalizer and value was None.

Fix: Use the merged chat_options from the run context (via ctx_holder),
matching the non-streaming path which already uses ctx['chat_options'].

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

* Address review feedback for #3970: safer ctx access, add test coverage

---------

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    Evan Mattson · 2026-02-26 18:28:14 +00:00
    a033721ac2
  • Python: Update workflow orchestration samples to use AzureOpenAIResponsesClient (#4285) 
    * Update workflow orchestration samples to use AzureOpenAIResponsesClient

* Fix broken link
    Evan Mattson · 2026-02-26 07:51:25 +00:00
    8e2cc4bedc
  • Python: (ag-ui): fix approval payloads being re-processed on subsequent conversation turns (#4232) 
    * Fix ag-ui tool call issue

* Safe json fix
    Evan Mattson · 2026-02-26 04:18:46 +00:00
    cfaa0c6283
  • Python: Fix Bedrock embedding test stub missing meta attribute (#4287) 
    * Fix Bedrock embedding test stub missing meta attribute

* Increase test coverage so gate passes
    Evan Mattson · 2026-02-26 11:50:40 +09:00
    02ba27493c
  • 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>

---------

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* .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

---------

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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>

---------

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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>
    Chris · 2026-02-26 00:56:10 +00:00
    904a5b843e
  • 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>
    Dmytro Struk · 2026-02-25 19:37:44 +00:00
    7d56a5a4d6
  • [Purview] Mark responses as responses and fix epoch bug for python long overflow (#4225)
    Rishabh Chawla · 2026-02-25 18:40:36 +00:00
    2e26bb9387
  • 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>

---------

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    Eduard van Valkenburg · 2026-02-25 17:45:08 +00:00
    6138487888
  • Python: Support Agent Skills (#4210) 
    * Python: Support Agent Skills

Add FileAgentSkillsProvider, a context provider that discovers and exposes
Agent Skills from filesystem directories following the Agent Skills
specification (https://agentskills.io/) progressive disclosure pattern:
advertise, load, read resources.

Changes:
- FileAgentSkillsProvider - discovers SKILL.md files from configured
  directories, advertises skills via system prompt injection, and provides
  load_skill / read_skill_resource tools for on-demand access.
- Internal helpers for skill discovery, frontmatter parsing, and secure
  resource reading (path traversal / symlink guards).
- Unit tests covering discovery, loading, resource reading, and security
  scenarios.
- Sample (basic_file_skills) demonstrating usage with an expense-report skill.

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

* Python: Move skills sample to samples/02-agents/basic_skills/

Align sample directory name with .NET equivalent (Agent_Step01_BasicSkills).

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

* fix code quality checks

* address pr review comment and code quality check issue

* address pr review comments

* move the sample to the skills folder

* update readme

* reame consts and use types for them

* leverage pathlib for working with files

* refactor the test

* supply schema to functions

* update readme

* update sample name

* address pr review comments

* fix failing lint check

* address failing check

---------

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    SergeyMenshykh · 2026-02-25 13:02:26 +00:00
    4dc35e9bb0
  • Python: Azure AI Search provider improvements - EmbeddingGenerator, async context manager, KB message handling (#4212) 
    * small updates and improvements in the azure AISearch provider

* Fix mypy errors and embedding function test

- Use separate variable for embeddings result to avoid mypy type reassignment error
- Fix test_vectorized_query_with_embedding_function: use real async function
  instead of AsyncMock which falsely matches SupportsGetEmbeddings protocol

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

* fixes from feedback

---------

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    Eduard van Valkenburg · 2026-02-25 06:47:26 +00:00
    4530504a3d
  • Python: Fixing issue #1366 - Thread corruption when max_iterations is reached. (#4234) 
    * Fix thread corruption when max_iterations exhausted (#1366)

When the function invocation loop exhausts max_iterations while the model
keeps requesting tools, the failsafe code path (calling the model with
tool_choice='none' and prepending fcc_messages) was unreachable because
'if response is not None: return response' short-circuited before it.

The fix removes the premature return so the failsafe always runs after
loop exhaustion, making a final model call with tool_choice='none' to
produce a clean text answer and prepending accumulated fcc_messages from
prior iterations. This matches the existing pattern used by the error
threshold and max_function_calls paths.

Also unskips test_max_iterations_limit and test_streaming_max_iterations_limit
which were previously skipped with 'needs investigation in unified API'.

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

* Add fix report for issue #1366

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

* Fix ruff formatting in _tools.py and test_issue_1366_thread_corruption.py

Apply ruff format to fix multi-line string concatenation and function call
formatting issues flagged by the linter.

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

* Add quality review for issue #1366 fix

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

* Remove temporary investigation docs.

* Address PR review: explicit enabled check in log condition, clarify mock behavior in test

- Add explicit function_invocation_configuration['enabled'] check to the
  'Maximum iterations reached' log condition in both non-streaming and
  streaming paths, making intent clearer when function invocation is disabled.
- Add comment in test_thread_safe_after_max_iterations_with_agent explaining
  that the failsafe response (tool_choice='none') is provided automatically
  by the mock client, not from run_responses.

* Blend fix and tests into project without issue-specific callouts

- Remove issue #1366 references from _tools.py comments
- Move regression tests from standalone test_issue_1366_thread_corruption.py
  into test_function_invocation_logic.py alongside existing max_iterations tests
- Clean up test docstrings to describe behavior generically
- Delete the standalone issue-specific test file

---------

Co-authored-by: alliscode <bentho@microsoft.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
    Ben Thomas · 2026-02-25 00:58:34 +00:00
    23fe2c16b3
  • [BREAKING] Python: Add InvokeFunctionTool action for declarative workflows (#3716) 
    * add(declarative): Declarative workflow InvokeFunctionTool feature

* Cleanup

* Address PR feedback

* Remove InvokeTool kind, consolidate to InvokeFunctionTool

* Fix sample locations

* pin azure-ai-projects to 2.0.0b3 due to breaking changes
    Evan Mattson · 2026-02-24 22:54:35 +00:00
    40d2fac29c
  • Python: Fix workflow runner concurrent processing (#4143) 
    * Fix workflow runner concurrent processing

* Comments 1

* Add test
    Tao Chen · 2026-02-24 16:36:04 +00:00
    f77f40b987
  • Bump esbuild and vite (#4178) 
    Bumps [esbuild](https://github.com/evanw/esbuild) to 0.27.3 and updates ancestor dependency [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite). These dependencies need to be updated together.


Updates `esbuild` from 0.21.5 to 0.27.3
- [Release notes](https://github.com/evanw/esbuild/releases)
- [Changelog](https://github.com/evanw/esbuild/blob/main/CHANGELOG-2024.md)
- [Commits](https://github.com/evanw/esbuild/compare/v0.21.5...v0.27.3)

Updates `vite` from 5.4.21 to 7.3.1
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v7.3.1/packages/vite)

---
updated-dependencies:
- dependency-name: esbuild
  dependency-version: 0.27.3
  dependency-type: indirect
- dependency-name: vite
  dependency-version: 7.3.1
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
    dependabot[bot] · 2026-02-24 10:10:29 +00:00
    ec6c5ad793
  • Python: docs(observability): add Comet Opik setup example (#3940) 
    * docs(observability): add Comet Opik setup example

* Update README.md
    Vincent Koc · 2026-02-24 09:59:16 +00:00
    f126f91a7c
  • Bump werkzeug from 3.1.5 to 3.1.6 in /python (#4125) 
    Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.1.5 to 3.1.6.
- [Release notes](https://github.com/pallets/werkzeug/releases)
- [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/werkzeug/compare/3.1.5...3.1.6)

---
updated-dependencies:
- dependency-name: werkzeug
  dependency-version: 3.1.6
  dependency-type: indirect
...

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    dependabot[bot] · 2026-02-24 09:56:36 +00:00
    c8c2219a87
  • Bump ruff from 0.15.1 to 0.15.2 in /python (#4182) 
    Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.1 to 0.15.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.1...0.15.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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    dependabot[bot] · 2026-02-24 09:53:18 +00:00
    3da3e98264
  • Bump poethepoet from 0.41.0 to 0.42.0 in /python (#4183) 
    Bumps [poethepoet](https://github.com/nat-n/poethepoet) from 0.41.0 to 0.42.0.
- [Release notes](https://github.com/nat-n/poethepoet/releases)
- [Commits](https://github.com/nat-n/poethepoet/compare/v0.41.0...v0.42.0)

---
updated-dependencies:
- dependency-name: poethepoet
  dependency-version: 0.42.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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    dependabot[bot] · 2026-02-24 09:52:14 +00:00
    acff8f38dd
  • Python: Fix doubled tool_call arguments in MESSAGES_SNAPSHOT when streaming (#4200) 
    * fix: prevent doubled tool_call arguments in MESSAGES_SNAPSHOT

When streaming with client-side tools, some providers send a full-
arguments replay after the streaming deltas complete. The `_emit_tool_call`
function unconditionally appends every arguments delta to the internal
`flow.tool_calls_by_id` tracking dictionary via `+=`. When the replay
contains the exact same complete arguments string that was already
accumulated from prior deltas, the arguments get doubled (e.g.,
`{"todoText":"buy groceries"}{"todoText":"buy groceries"}`).

This causes `MESSAGES_SNAPSHOT` events to contain invalid doubled JSON in
`tool_calls[].function.arguments`, breaking any client or middleware that
relies on snapshots for state reconstruction.

The fix adds a guard (mirroring the existing duplicate guard in
`_emit_text`) that detects when the incoming delta exactly equals the
already-accumulated arguments string, indicating a full-arguments replay
rather than an incremental delta. In this case the append is skipped,
preventing the doubling.

The `ToolCallArgsEvent` deltas are still emitted correctly for real-time
streaming — only the internal snapshot accumulator is guarded.

Fixes #4194

* fix: move duplicate check before event emission + add test

Address Copilot review feedback:
1. Move duplicate full-arguments replay detection BEFORE emitting
   ToolCallArgsEvent, for consistency with _emit_text() which returns
   early without emitting any events on replay detection.
2. Add test_emit_tool_call_skips_duplicate_full_arguments_replay() to
   verify the duplicate detection behavior for tool call arguments,
   matching the existing test pattern for text content.
    L. Elaine Dazzio · 2026-02-24 09:49:24 +00:00
    f78fa27215