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taochen/python-fix-observability-samples
1794 Commits
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Update python/samples/02-agents/observability/agent_observability.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Tao Chen ·
2026-04-01 08:53:45 -07:00 -
Update python/samples/02-agents/observability/agent_observability.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-04-01 08:53:29 -07:00 -
Update python/samples/02-agents/observability/configure_otel_providers_with_parameters.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-04-01 08:52:21 -07:00 -
2026-03-31 16:55:08 -07:00 -
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>
Eduard van Valkenburg ·
2026-03-31 20:36:21 +00:00 -
Python: Add Python A2A agent-as-function-tools sample (#4889)
* Add Python A2A agent-as-function-tools sample Port of the .NET A2AAgent_AsFunctionTools sample to Python. Resolves a remote A2A agent card, converts each skill to a FunctionTool via as_tool(), and registers them with a host agent using AzureOpenAIResponsesClient. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Sanitize A2A skill names before passing to as_tool() as_tool() only auto-sanitizes when name is omitted. Since we pass skill.name explicitly, we need to strip special characters ourselves. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Giles Odigwe ·
2026-03-31 20:00:40 +00:00 -
Python: Add Python feature lifecycle decorators for released APIs (#4975)
* Add Python feature lifecycle decorators Introduce reusable experimental and release-candidate decorators for released packages, migrate the Skills APIs to the new staged metadata and warning system, and add lifecycle guidance plus samples. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix Python CI follow-ups Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review feedback Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Preserve protocol runtime checks Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-31 19:40:08 +00:00 -
.NET: Improve README: architecture overview, troubleshooting, and sample links (#5002)
* Fix README issues: simplify Azure quickstart, add missing sample links, fix typo - Replace BearerTokenPolicy Azure snippet with simpler AzureOpenAIClient + DefaultAzureCredential pattern - Add missing sample links for Python (04-hosting, 05-end-to-end) and .NET (01-get-started, 04-hosting, 05-end-to-end) - Fix 'infererence' typo in dotnet/samples/README.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add architecture overview and troubleshooting sections to README - Add ASCII architecture diagram showing AIAgent and Workflow pipelines - Add agent-vs-workflow decision table with 8 common scenarios - Add troubleshooting section for authentication issues and environment variables - Fix 'infererence' typo in dotnet/samples/README.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix architecture diagram alignment Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix diagram * Update architecture diagram and rename Azure AI Foundry to Microsoft Foundry - Add A2AAgent and Skills to the architecture diagram - Rename Azure AI Foundry references to Microsoft Foundry - Add A2AAgent to agent type descriptions Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * adderss comments * address PR review comments --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
SergeyMenshykh ·
2026-03-31 18:44:27 +00:00 -
westey ·
2026-03-31 18:34:04 +00:00 -
.NET: [BREAKING] Rename from ServiceStoredSimulatingChatClient to PerServiceCallChatHistoryPersistingChatClient (#4993)
* Rename from ServiceStoredSimulatingChatClient to PerServiceCallChatHistoryPersistingChatClient * Address PR comment
2026-03-31 17:32:05 +00:00 -
Python: Add header_provider to Streamable HTTP MCP servers (#4849)
* Python: Add header_provider to MCPStreamableHTTPTool (#4808) Add a header_provider callback parameter to MCPStreamableHTTPTool that enables injecting dynamic per-request HTTP headers from runtime kwargs (originating from FunctionInvocationContext.kwargs set in agent middleware). The implementation uses contextvars and httpx event hooks to ensure headers are task-local and safe for concurrent tool calls: - header_provider receives the runtime kwargs dict and returns headers - call_tool sets a ContextVar before delegating to MCPTool.call_tool - An httpx request event hook reads from the ContextVar and injects headers Example usage: mcp_tool = MCPStreamableHTTPTool( name="web-api", url="https://api.example.com/mcp", header_provider=lambda kwargs: { "X-Auth-Token": kwargs.get("auth_token", ""), }, ) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #4808: Python: [Bug]: Unable to pass AgentContext to MCPStreamableHTTPTool * Add test for header_provider via FunctionTool.invoke with FunctionInvocationContext Addresses PR review comment: exercises the full pipeline from FunctionInvocationContext.kwargs through FunctionTool.invoke to MCPStreamableHTTPTool.call_tool and header_provider, rather than testing call_tool in isolation. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #4808: review comment fixes * Fix streamable MCP transport defaults Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix Azure AI test client mocks Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix MCP runtime kwarg regressions Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Stabilize MCP tool runtime kwargs Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Use context kwargs in MCP wrappers Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * updated mcp samples * fix link --------- Co-authored-by: Copilot <copilot@github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-31 17:23:49 +00:00 -
Python: Fix sample bugs: incorrect API params, wrong client types, and invalid options (#4983)
* Fix sample bugs: incorrect API params, wrong client types, and invalid options - typed_options.py: Fix AnthropicClient model->model_id, wrap raw strings in Message objects for get_response(), fix reasoning_effort->reasoning dict, fix budget_tokens minimum (1024), use OpenAIChatClient not FoundryChatClient, remove unused import - client_reasoning.py: Fix deprecated model_id to model param - client_with_hosted_mcp.py: Remove invalid store=True kwarg from Agent.run() - code_defined_skill.py: Fix precision kwarg to use function_invocation_kwargs - Various other samples: Fix deprecated API usage and incorrect params Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review comments - client_with_hosted_mcp.py: Fix remaining store=True kwarg on line 68 to use options dict - client_with_session.py: Change store=True to store=False to match in-memory persistence demo intent - typed_options.py: Remove non-existent import and model key from docstring example Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * new sample fixes --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-31 16:58:51 +00:00 -
Peter Ibekwe ·
2026-03-31 16:52:44 +00:00 -
Improve CONTRIBUTING.md with dev setup links and docs guidance (#5000)
* Improve CONTRIBUTING.md with dev setup links and docs guidance - Consolidate Development Scripts into a Development Setup section with quick links to language-specific dev guides and coding standards - Add Python build/test/lint commands alongside existing .NET commands - Add Documentation Contributions section with link checker, writing guidelines, and style guidance Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Use directory note for .NET commands, matching Python style Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Split test commands into unit vs. integration for both Python and .NET Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove Documentation Contributions section Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-31 16:42:52 +00:00 -
Python: Foundry Evals integration for Python (#4750)
* Foundry Evals integration for Python Merged and refactored eval module per Eduard's PR review: - Merge _eval.py + _local_eval.py into single _evaluation.py - Convert EvalItem from dataclass to regular class - Rename to_dict() to to_eval_data() - Convert _AgentEvalData to TypedDict - Simplify check system: unified async pattern with isawaitable - Parallelize checks and evaluators with asyncio.gather - Add all/any mode to tool_called_check - Fix bool(passed) truthy bug in _coerce_result - Remove deprecated function_evaluator/async_function_evaluator aliases - Remove _MinimalAgent, tighten evaluate_agent signature - Set self.name in __init__ (LocalEvaluator, FoundryEvals) - Limit FoundryEvals to AsyncOpenAI only - Type project_client as AIProjectClient - Remove NotImplementedError continuous eval code - Add evaluation samples in 02-agents/ and 03-workflows/ - Update all imports and tests (167 passing) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: resolve mypy redundant-cast errors while keeping pyright happy Use cast(list[Any], x) with type: ignore[redundant-cast] comments to satisfy both mypy (which considers casting Any redundant) and pyright strict mode (which needs explicit casts to narrow Unknown types). Also fix evaluator decorator check_name type annotation to be explicitly str, resolving mypy str|Any|None mismatch. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: CI failures — pyupgrade, evaluator overloads, sample API, reset attr - Apply pyupgrade: Sequence from collections.abc, remove forward-ref quotes - Add @overload signatures to evaluator() for proper @evaluator usage - Fix evaluate_workflow sample to use WorkflowBuilder(start_executor=) API - Fix _workflow.py executor.reset() to use getattr pattern for pyright - Remove unused EvalResults forward-ref string in default_factory lambda Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: skip gRPC-dependent observability test The test_configure_otel_providers_with_env_file_and_vs_code_port test triggers gRPC OTLP exporter creation, but the grpc dependency is optional and not installed by default. Add skipif decorator matching the pattern used by all other gRPC exporter tests in the same file. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: add nosec B101 for bandit assert check Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * style: align eval samples with repo conventions - Move module docstrings before imports (after copyright header) - Add -> None return type to all main() and helper functions - Fix line-too-long in multiturn sample conversation data - Add Workflow import for typed return in all_patterns_sample Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review feedback: async fixes, sample bugs, deprecation warnings - Simplify _ensure_async_result to direct await (async-only clients) - Replace get_event_loop() with get_running_loop() - Narrow _fetch_output_items exception handling to specific types - Add warning log when _filter_tool_evaluators falls back to defaults - Add DeprecationWarning to options alias in Agent.__init__ - Add DeprecationWarning to evaluate_response() - Rename raw key to _raw_arguments in convert_message fallback - Fix evaluate_agent_sample.py: replace evals.select() with FoundryEvals() - Fix evaluate_multiturn_sample.py: use Message/Content/FunctionTool types - Fix evaluate_workflow_sample.py: replace evals.select() with FoundryEvals() - Update test mocks to use AsyncMock for awaited API calls Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add test coverage for review feedback items - Add num_repetitions=2 positive test verifying 2×items and 4 agent calls - Add _poll_eval_run tests: timeout, failed, and canceled paths - Add evaluate_traces tests: validation error, response_ids path, trace_ids path - Add evaluate_foundry_target happy-path test with target/query verification Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix ruff ISC004 lint error and apply formatter - Wrap implicit string concatenation in parens in evaluate_multiturn_sample.py - Apply ruff formatter to 6 other files with minor formatting drift Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove core type changes (extracted to fix/workflow-stale-session branch) Reverts changes to _agents.py, _agent_executor.py, and _workflow.py back to upstream/main. These fixes are now in a separate PR. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review round 2: bugs, tests, and architecture Code fixes: - Fix _normalize_queries inverted condition (single query now replicates to match expected_count) - Fix substring match bug: 'end' in 'backend' matched; use exact set lookup for executor ID filtering - Fix used_available_tools sample: tool_definitions→tools param, use FunctionTool attribute access instead of dict .get() - Add None-check in _resolve_openai_client for misconfigured project - Add Returns section to evaluate_workflow docstring - Cache inspect.signature in @evaluator wrapper (avoid per-item reflection) Architecture: - Extract _evaluate_via_responses as module-level helper; evaluate_traces now calls it directly instead of creating a FoundryEvals instance - Move Foundry-specific typed-content conversion out of core to_eval_data; core now returns plain role/content dicts, FoundryEvals applies AgentEvalConverter in _evaluate_via_dataset Tests: - evaluate_response() deprecation warning emission and delegation - num_repetitions > 1 with expected_output and expected_tool_calls - Mock output_items.list in test_evaluate_calls_evals_api - Update to_eval_data assertions for plain-dict format - Unknown param error now raised at @evaluator decoration time Skipped (separate PR): executor reset loop, xfail removal, options alias Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix CI: revert test_full_conversation, fix pyright errors - Revert test_full_conversation.py to upstream/main (the session preservation test was incorrectly changed to assert clearing) - Fix pyright reportUnnecessaryComparison on get_openai_client() None check by adding ignore comment - Fix pyright reportPrivateUsage: add public EvalItem.split_messages() method and use it in FoundryEvals._evaluate_via_dataset instead of accessing private _split_conversation Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review round 3: reliability, test gaps, cleanup - Add try/except guard for non-numeric score in _coerce_result - Add poll_interval minimum bound (0.1s) to prevent tight loops - Add runtime async client check in _resolve_openai_client - Remove _ensure_async_result wrapper (10 call sites → direct await) - Better error message when queries provided without agent - Import-time asserts for evaluator set consistency - Remove 28 redundant @pytest.mark.asyncio decorators - Add doc note about _raw_arguments sensitive data - Tests: tool_called_check mode=any, _normalize_queries branches, _extract_result_counts paths, _extract_per_evaluator, bare check via evaluate_agent, output_items assertion, modulo wrapping, async client check, queries-without-agent error Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix CI: ruff S101 assert, pyright and mypy arg-type errors - Replace module-level assert with if/raise for evaluator set consistency checks (ruff S101 disallows bare assert) - Add type: ignore[arg-type] and pyright: ignore[reportArgumentType] on OpenAI SDK evals API calls that pass dicts where typed params are expected (SDK accepts dicts at runtime) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review round 4: bugs, reliability, test fixes - Fix all_passed ignoring parent result_counts when sub_results present - Fix _extract_tool_calls: parse string arguments via json.loads before falling back to None (real LLM responses use string arguments) - Sanitize _raw_arguments to '[unparseable]' to avoid leaking sensitive tool-call data to external evaluation services - Add NOTE comment on to_eval_data message serialization dropping non-text content (tool calls, results) - Eliminate double conversation split in _evaluate_via_dataset: build JSONL dicts directly from split_messages + AgentEvalConverter - Raise poll_interval floor from 0.1s to 1.0s to prevent rate-limit exhaustion - Fix MagicMock(name=...) bug in test: sets display name not .name attr - Fix mock_output_item.sample: use MagicMock object instead of dict so _fetch_output_items exercises error/usage/input/output extraction Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review round 5: reliability, docs, test coverage Code fixes: - Move import-time RuntimeError checks to unit tests (avoids breaking imports for all users on developer set-drift mistake) - _filter_tool_evaluators now raises ValueError when all evaluators require tools but no items have tools (was silently substituting) - Add poll_interval upper bound (60s) to prevent single-iteration sleep - Log exc_info=True in _fetch_output_items for debugging API changes - Fix evaluate() docstring: remove claim about Responses API optimization - Validate target dict has 'type' key in evaluate_foundry_target - Document to_eval_data() limitation: non-text content is omitted Tests: - TestEvaluatorSetConsistency: verify _AGENT/_TOOL subsets of _BUILTIN - TestEvaluateTracesAgentId: agent_id-only path with lookback_hours - TestFilterToolEvaluatorsRaises: ValueError on all-tool no-items - TestEvaluateFoundryTargetValidation: target without 'type' key - Assert items==[] on failed/canceled poll results - Mock output_items.list in response_ids test for full flow - TestAllPassedSubResults: result_counts=None + sub_results delegation and parent failures override sub_results - TestBuildOverallItemEmpty: empty workflow outputs returns None Skipped r5-07 (_raw_arguments length hint): marginal debugging value, could leak content size information. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix error message: evaluate_responses() → evaluate_traces(response_ids=...) The referenced function doesn't exist; the correct API is evaluate_traces(response_ids=...) from the azure-ai package. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove dead to_eval_data() method, fix docstring claims - Remove to_eval_data() from EvalItem (dead code after r4-05 JSONL refactor) - Migrate 15 tests from to_eval_data() to split_messages() - Update sample to use split_messages() + Message properties - Remove unimplemented Responses API optimization docstring claim - Update split_messages() docstring to not reference removed method Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Reduce default eval timeout from 600s to 180s (3 minutes) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove dead _evaluate_via_responses method from FoundryEvals The method was never called — evaluate() uses _evaluate_via_dataset, and evaluate_traces() calls _evaluate_via_responses_impl directly. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Revert unrelated formatting changes to get-started samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix pyright: remove phantom FoundryMemoryProvider import, apply ruff format - Remove import of non-existent _foundry_memory_provider module (incorrectly kept during rebase conflict resolution) - Apply ruff formatter to test_local_eval.py and get-started samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix eval samples: use FoundryChatClient for Agent() The upstream provider-leading client refactor (#4818) made client= a required parameter on Agent(). Update the three getting-started eval samples to use FoundryChatClient with FOUNDRY_PROJECT_ENDPOINT, matching the standard pattern from 01-get-started samples. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Simplify self-reflection sample using FoundryEvals Replace ~80 lines of manual OpenAI evals API code (create_eval, run_eval, manual polling, raw JSONL params) with FoundryEvals: - evaluate_groundedness() uses FoundryEvals.evaluate() with EvalItem - Remove create_openai_client(), create_eval(), run_eval() functions - Remove openai SDK type imports (DataSourceConfigCustom, etc.) - run_self_reflection_batch creates FoundryEvals instance once, reuses it for all iterations across all prompts Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update eval samples to FoundryChatClient and FOUNDRY_PROJECT_ENDPOINT - Migrate all foundry_evals samples from AzureOpenAIResponsesClient to FoundryChatClient - Update env var from AZURE_AI_PROJECT_ENDPOINT to FOUNDRY_PROJECT_ENDPOINT - Use AzureCliCredential consistently across all samples - Fix README.md: correct function names (evaluate_dataset -> FoundryEvals.evaluate, evaluate_responses -> evaluate_traces) - Update self_reflection .env.example and README.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix lint errors in eval samples (E501, ASYNC240, formatting) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove evaluate_all_patterns_sample.py (redundant with focused samples) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix async credential mismatch: use azure.identity.aio for async AIProjectClient AIProjectClient from azure.ai.projects.aio requires an async credential. Switch all foundry_evals samples from azure.identity.AzureCliCredential to azure.identity.aio.AzureCliCredential. Also pass project_client to FoundryChatClient instead of duplicating endpoint+credential. Close credential in self_reflection sample to avoid resource leak. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Revert test_observability.py to upstream/main (not our test) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address moonbox3 review: sphinx docstrings, pagination, isinstance check - Convert all Example:: / Typical usage:: code blocks to .. code-block:: python format matching codebase convention (both _evaluation.py and _foundry_evals.py) - Add async pagination in _fetch_output_items via async for (handles large result sets) - Replace hasattr(__aenter__) with isinstance(client, AsyncOpenAI) in _resolve_openai_client - Move AsyncOpenAI import from TYPE_CHECKING to runtime (needed for isinstance) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix test failures and address remaining moonbox3 review comments - Fix tests: use MagicMock(spec=AsyncOpenAI) for project_client mocks (isinstance check now requires proper type, not duck-typing) - Fix tests: replace mock_page.__iter__ with _AsyncPage helper for async for - Fix evaluate_response: auto-extract queries from response messages when query is not provided (previously always raised ValueError) - Add debug logging when skipping internal _-prefixed executor IDs Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address Tao's PR review comments on Foundry Evals - T1: Add comment explaining builtin.* pass-through in _resolve_evaluator - T2: Add comment referencing OpenAI evals API for testing_criteria dict - T3: Document Mustache-style {{item.*}} template placeholders - T4: Document poll loop 60s sleep upper bound rationale - T5: Narrow run type to RunRetrieveResponse, use typed field access instead of vars()/getattr dance in _extract_result_counts and _extract_per_evaluator; use run.error and run.report_url directly - T6: Clarify openai_client docstring re: Azure Foundry endpoint - T8: Remove misleading empty expected_tool_calls from sample - Update tests to match real SDK PerTestingCriteriaResult shape Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove unnecessary Any union from run type annotations RunRetrieveResponse is the correct type — no backward compat needed for a brand new feature. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Accept FoundryChatClient instead of raw AsyncOpenAI FoundryEvals now takes client: FoundryChatClient as its primary parameter instead of openai_client: AsyncOpenAI. The builtin.* evaluators require a Foundry endpoint, so the type should reflect that. - FoundryEvals.__init__: client: FoundryChatClient replaces openai_client - evaluate_traces / evaluate_foundry_target: same change - _resolve_openai_client: extracts .client from FoundryChatClient - project_client fallback retained for standalone functions - All samples updated to construct FoundryChatClient and pass as client= - Tests updated (openai_client= → client=) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove implicit 60s upper bound on poll interval If a developer sets a higher poll_interval, respect it. Only clamp to remaining time and enforce a 1s minimum for rate-limit protection. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove 1s floor on poll interval — let the developer control it Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update python/samples/05-end-to-end/evaluation/foundry_evals/.env.example Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com> * Update python/samples/02-agents/evaluation/evaluate_agent.py Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com> * Address eavanvalkenburg review (round 2) on Python eval PR - Rename model_deployment -> model across FoundryEvals and all samples - Make model param optional, resolves from client.model - Convert EvalResults from dataclass to regular class - Remove deprecated evaluate_response() function - Refactor splitters: BUILT_IN_SPLITTERS dict + standalone functions - Change per_turn_items from classmethod to staticmethod - Simplify EvalCheck type alias to use Awaitable[CheckResult] - Remove errored property from EvalResults - Remove default value from Evaluator protocol eval_name - Rename assert_passed -> raise_for_status, add EvalNotPassedError - Type agent param as SupportsAgentRun | None - Fix Arguments docstring - Update __init__.py exports - Update all tests and samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Move FoundryEvals to foundry package, split tool eval sample - Move _foundry_evals.py from azure-ai to foundry package - Move test_foundry_evals.py to foundry/tests/ - Update lazy re-exports in agent_framework.foundry namespace - Update .pyi type stubs - All samples now import from agent_framework.foundry - Split tool-call evaluation into evaluate_tool_calls_sample.py - Fix all_passed to check errored count from result_counts - Fix raise_for_status to include errored item details Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Auto-create FoundryChatClient from env vars when no client provided FoundryEvals() now works zero-config when FOUNDRY_PROJECT_ENDPOINT and FOUNDRY_MODEL environment variables are set. Auto-creates a FoundryChatClient under the hood, matching the established env var pattern. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix pyright errors: remove dead _normalize_queries, suppress EvalAPIError check - Remove unused _normalize_queries function and its tests - Add pyright ignore for EvalAPIError None check (defensive guard) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Support multimodal image content in eval pipeline Add image (data/uri) content handling to AgentEvalConverter.convert_message() so that Content.from_data() and Content.from_uri() image payloads are preserved as input_image parts in the Foundry evaluator format. - Handle Content type='data' and type='uri' → emit input_image parts - Add 6 unit tests for image content through convert_message/convert_messages - Add integration test verifying images flow through EvalItem → JSONL path - Add evaluate_multimodal.py sample demonstrating local image eval Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address remaining review comments - Fix project_client docstring to say async-only (not sync/async) - Add builtin evaluator name validation warning in _resolve_evaluator - Replace getattr with typed attribute access in _poll_eval_run, _extract_result_counts, _extract_per_evaluator, _fetch_output_items - Remove cast import from _foundry_evals (no longer needed) - Tighten _coerce_result: honour explicit 'passed' when both 'score' and 'passed' are present; remove performative cast - Fix self_reflection sample: add env file existence check - Fix traces sample: correct Pattern 2 section label - Update all Foundry eval samples to FoundryChatClient + FOUNDRY_MODEL (remove AIProjectClient + AZURE_AI_MODEL_DEPLOYMENT_NAME pattern) - Add eval_name and OpenAI client docs to FoundryEvals docstring - Update test mocks to match typed SDK objects (_MockResultCounts) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix ruff lint errors (E501, SIM108, SIM102) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix pyright errors: type-narrow dict to dict[str, Any], add ignore comments Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Replace ConversationSplitter type alias with Protocol ConversationSplitter is now a runtime-checkable Protocol with a named 'conversation' parameter, making the expected signature self-documenting. ConversationSplit enum members gain a __call__ method so they satisfy the protocol directly -- ConversationSplit.LAST_TURN(conversation) works. This simplifies _split_conversation from an isinstance dispatch to a single split(conversation) call. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Standardize on AZURE_AI_MODEL_DEPLOYMENT_NAME and fix Unicode in samples - Replace FOUNDRY_MODEL with AZURE_AI_MODEL_DEPLOYMENT_NAME in all eval samples to match repo convention - Replace Unicode symbols with ASCII equivalents in all eval sample print statements to avoid cp1252 encoding errors on Windows Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update python/samples/03-workflows/evaluation/evaluate_workflow.py Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com> * Rename ADR 0020 to 0023 (foundry evals integration) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: alliscode <bentho@microsoft.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
Ben Thomas ·
2026-03-31 15:53:06 +00:00 -
Removing old code-gen docs from dotnet root (#4997)
Co-authored-by: alliscode <bentho@microsoft.com>
2026-03-31 15:37:59 +00:00 -
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
2026-03-31 15:20:35 +00:00 -
Updated package versions (#4982)
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Roger Barreto ·
2026-03-30 21:26:05 +00:00 -
Python: Update Python Packages for rc6 (#4979)
* python package update * small fix
2026-03-30 21:12:37 +00:00 -
2026-03-30 19:19:16 +00:00 -
.NET: Allow Simulating service stored ChatHistory to improve consistency (#4974)
* Allow Simulating service stored ChatHistory to improve consistency * Fixing bug in ServiceStoredSimulatingChatClient * Addressing PR comments. * Address PR comments * Apply suggestion from @SergeyMenshykh Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com> * Fix bug --------- Co-authored-by: SergeyMenshykh <68852919+SergeyMenshykh@users.noreply.github.com>
2026-03-30 18:52:01 +00:00 -
.NET: Add API breaking change validation for RC packages (#4977)
* Add API breaking change validation for RC packages Enable .NET Package Validation for release candidate packages to detect API breaking changes in CI. This follows the same pattern used by Semantic Kernel, centralized through nuget-package.props. Changes: - Enable EnablePackageValidation for IsReleaseCandidate packages - Update PackageValidationBaselineVersion to 1.0.0-rc4 (latest published) - Generate CompatibilitySuppressions.xml for existing known API changes in 5 packages (AI, AzureAI, OpenAI, Workflows, Workflows.Declarative.AzureAI) - Opt out Workflows.Declarative.Mcp (not yet published to NuGet) - Add breaking changes guidance to CONTRIBUTING.md Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review feedback - Remove unnecessary empty PackageValidationBaselineVersion override in Workflows.Declarative.Mcp.csproj (EnablePackageValidation=false is sufficient) - Tighten CONTRIBUTING.md wording to clarify opt-out possibility Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Enable package validation for GA packages (no VersionSuffix) Expand the EnablePackageValidation condition to also cover future GA packages that have no VersionSuffix, not just RC packages. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix EnablePackageValidation GA condition to check PackageVersion The previous condition VersionSuffix=='' matched all packages (preview included) since VersionSuffix defaults to empty. Now uses two separate conditions: one for RC, one for true GA (PackageVersion == VersionPrefix). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add IsGeneralAvailable flag for package validation Replace fragile PackageVersion condition with explicit IsGeneralAvailable property, following the same per-project self-declaration pattern as IsReleaseCandidate. - Directory.Build.props: Add IsGeneralAvailable=false default - nuget-package.props: EnablePackageValidation on RC OR GA - CONTRIBUTING.md: Update docs to mention both flags When packages go GA, they set IsGeneralAvailable=true in their .csproj. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Rename IsGeneralAvailable to IsGenerallyAvailable Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-30 17:36:43 +00:00 -
Suppress CodeQL false positive (#4948)
Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
2026-03-30 16:34:45 +00:00 -
.NET: Add inline skills API (#4951)
* add inline skills * Fix IDE1006 and IDE0004 formatting errors in test files - Add 'Async' suffix to async test methods in FilteringAgentSkillsSourceTests, DeduplicatingAgentSkillsSourceTests, and AgentInMemorySkillsSourceTests - Use pragma to suppress false-positive IDE0004 on casts needed for overload disambiguation in AgentInlineSkillTests and AgentInlineSkillResourceTests Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * address issues * address comments * make inline skills script and resource model classes internal --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-30 16:23:04 +00:00 -
Python: fix: update PyRIT repository link from Azure/PyRIT to microsoft/PyRIT (#4960)
* Initial plan * fix: update PyRIT repository link from Azure/PyRIT to microsoft/PyRIT Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/830b8ccf-a79c-49b6-90c9-3bb3e740bc06 Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: rogerbarreto <19890735+rogerbarreto@users.noreply.github.com>
Copilot ·
2026-03-30 14:48:08 +00:00 -
.NET: [Breaking] Update Foundry Agents for Responses API (#4502)
* Stage * Add FoundryAgentClient, model param, chatClientFactory, and RAPI samples - Add model parameter to FoundryAgentClient simple constructor - Add chatClientFactory parameter to both constructors - Switch to OpenAI.GetProjectResponsesClientForModel for direct Responses API usage - Add FoundryAgents-RAPI samples (Step01 Basics, Step02 Multiturn, Step03 FunctionTools) - Add solution folder entry for FoundryAgents-RAPI samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add auto-discovery constructor and simplify RAPI samples - Add FoundryAgentClient constructor that reads AZURE_AI_PROJECT_ENDPOINT and AZURE_AI_MODEL_DEPLOYMENT_NAME from environment variables with DefaultAzureCredential - Simplify RAPI samples to use auto-discovery (no env var or credential code) - Remove Azure.Identity direct references from sample csproj files - Update READMEs to document environment variable requirements Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add remaining RAPI samples (Step04-Step12) - Step04: Function tools with human-in-the-loop approvals - Step05: Structured output with typed responses - Step06: Persisted conversations with session serialization - Step07: Observability with OpenTelemetry - Step08: Dependency injection with hosted service - Step10: Image multi-modality - Step11: Agent as function tool (agent composition) - Step12: Middleware (PII, guardrails, function logging, HITL approval) - Update solution file and folder README with all new samples Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add all RAPI samples (Step09-Step23) and switch to AzureCliCredential - Step09: MCP client as tools (GitHub server via stdio) - Step13: Plugins with dependency injection - Step14: Code Interpreter tool - Step15: Computer Use tool with screenshot simulation - Step16: File Search with vector stores - Step17: OpenAPI tools (REST Countries API) - Step18: Bing Custom Search - Step19: SharePoint grounding - Step20: Microsoft Fabric - Step21: Web Search with citations - Step22: Memory Search with multi-turn conversations - Step23: Local MCP via HTTP (Microsoft Learn) - Switch all samples (Step04-Step12) to use AzureCliCredential with env vars - Update solution file and README with all 23 samples - All 23 samples build successfully, tested Step05/06/11/13/21 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Switch Step01-03 samples to AzureCliCredential for consistency Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Clarify connection ID format in SharePoint and Fabric READMEs Document that SHAREPOINT_PROJECT_CONNECTION_ID and FABRIC_PROJECT_CONNECTION_ID should use the connection name (e.g., 'SharepointTestTool'), not the full ARM resource URI. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Normalize env vars, fix structured output, update READMEs with connection ID formats - Normalize AZURE_FOUNDRY_PROJECT_* env vars to AZURE_AI_PROJECT_ENDPOINT / AZURE_AI_MODEL_DEPLOYMENT_NAME across all samples (Steps 18-22 READMEs + Steps 19-20 Program.cs) - Fix RAPI Step05 StructuredOutput to use full constructor with ResponseFormat for streaming JSON - Update Deep Research sample to use AzureCliCredential - Enrich Bing Grounding README with full ARM resource URI format - Fix Bing Custom Search README env var mismatch (BING_CUSTOM_SEARCH_* -> AZURE_AI_CUSTOM_SEARCH_*) - Add finding instructions for connection ID and instance name in Bing Custom Search READMEs Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Refactor memory samples and switch to DefaultAzureCredential - Refactor RAPI Step22 MemorySearch: extract store setup to EnsureMemoryStoreAsync local function - Refactor non-RAPI Step22 MemorySearch: same pattern with explicit memory lifecycle - Set UpdateDelay=0 on MemoryUpdateOptions and MemorySearchPreviewTool for faster ingestion - Use WaitForMemoriesUpdateAsync with 500ms polling interval - Switch Step19 SharePoint, Step20 Fabric, Step22 MemorySearch (both) to DefaultAzureCredential - Remove SearchOptions from MemorySearchPreviewTool (causes unknown parameter error) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Switch all RAPI samples to DefaultAzureCredential and format - Replace AzureCliCredential with DefaultAzureCredential across all 20 RAPI samples - Run dotnet format on all RAPI and non-RAPI Foundry samples - AzureAI unit tests: 341 passed (net10.0 + net472) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Rename to Microsoft Foundry, add metadata, rename RAPI folder - Replace 'Azure AI Foundry' / 'Azure Foundry' with 'Microsoft Foundry' in all docs, comments, and XML docs - Update FoundryAgentClient metadata provider name to 'microsoft.foundry' - Rename FoundryAgents-RAPI folder to FoundryResponseAgents - Rewrite FoundryResponseAgents README with comparison table vs Foundry Agents - Update slnx and parent README with new folder references Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review: simplify sample comments and fix DeepResearch credential - Remove 'no server-side agent' and 'Responses API directly' phrasing from comments - Simplify to 'Create a FoundryAgentClient' per review feedback - Switch Agent_Step15_DeepResearch to DefaultAzureCredential Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Restore full DefaultAzureCredential warning comment in DeepResearch sample Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add ADR 0020: Foundry agent type naming convention Proposes naming options for a new MAF type wrapping versioned Foundry agents (Prompt, ContainerApp, Hosted, Workflow) to distinguish from the existing FoundryResponsesAgent (RAPI path). Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Simplify FoundryResponsesAgent samples with env-var constructors and rename folders - Add env-var constructors to FoundryResponsesAgent (simple + options-based) - Fix Constructor 1 model optionality (no longer throws on missing AZURE_AI_MODEL_DEPLOYMENT_NAME) - Add ApplyModelDeploymentFallback helper for options-based constructor - Update all 23 FoundryResponseAgents samples to remove Environment.GetEnvironmentVariable boilerplate - Condense 6 simple samples to one-liner constructor calls - Add XML doc remarks about auto-resolved parameters on all constructors - Rename FoundryAgents -> FoundryVersionedAgents (server-side, versioned) - Rename FoundryResponseAgents -> FoundryAgents (now the default path forward) - Update .slnx and README cross-references for new folder names Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add FoundryAITool factory, rename RAPI folders, and clean up references - Create FoundryAITool static factory class with 17 methods wrapping AgentTool.Create* and ResponseTool.Create* into AITool returns - Rename 23 FoundryAgentsRAPI_* subfolders to FoundryAgents_* (drop RAPI prefix) - Rename .csproj files and update .slnx references accordingly - Update 12 samples (6 FoundryAgents + 6 FoundryVersionedAgents) to use FoundryAITool - Replace all FoundryResponsesAgent references with FoundryAgent in comments and READMEs - Update sample READMEs to reference FoundryAITool methods Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Rename FoundryVersionedAgents subfolders from FoundryAgents_* to FoundryVersionedAgents_* Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add FoundryVersionedAgent class and refactor extension method internals - Create FoundryVersionedAgent with private ctor and async static factory methods (CreateAIAgentAsync/GetAIAgentAsync) with env-var and explicit endpoint tiers - Extract shared internal helpers from AzureAIProjectChatClientExtensions: CreateChatClientAgent, CreateAgentVersionFromOptionsAsync, CreateAgentVersionWithProtocolAsync (tools overload), CreateChatClientAgentOptions, GetAgentRecordByNameAsync, ThrowIfInvalidAgentName - Extension methods now delegate to shared internal helpers - All 49 existing samples continue to build successfully Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add CreateConversationSessionAsync, DeleteAIAgentAsync, auto-resolve model, simplify samples - Add CreateConversationSessionAsync to FoundryAgent and FoundryVersionedAgent (returns ChatClientAgentSession, creates server-side conversation + session in one call) - Add DeleteAIAgentAsync static method to FoundryVersionedAgent - Make model parameter optional in env-var factory overloads (auto-resolves from AZURE_AI_MODEL_DEPLOYMENT_NAME) - Update all FoundryVersionedAgents samples to use DeleteAIAgentAsync - Remove deploymentName env var from samples where only used for model parameter - Use CreateConversationSessionAsync in Step02_MultiturnConversation - Use explicit types instead of var for agent/session variables - All 49 samples build successfully Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove manual AIProjectClient construction from FoundryVersionedAgents samples - Replace manual AIProjectClient construction with GetService<AIProjectClient>() from the FoundryVersionedAgent in all dual-option and tool-specific samples - Remove AZURE_AI_PROJECT_ENDPOINT env var reads from updated samples - Remove Azure.Identity usings where no longer needed - Only Step01.1, Step01.2, Eval_Step01 retain manual construction (pedagogical samples) - All 49 samples build successfully Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Replace aiProjectClient extension calls with FoundryVersionedAgent factories in all samples - Replace aiProjectClient.CreateAIAgentAsync with FoundryVersionedAgent.CreateAIAgentAsync in Option 2 (Native SDK) paths across Steps 14-21 - Replace aiProjectClient.Agents.DeleteAgentAsync with FoundryVersionedAgent.DeleteAIAgentAsync - Remove unused AIProjectClient variables and using directives - Only Step01.1, Step01.2, Eval_Step01 retain direct AIProjectClient usage (pedagogical) - Step16, Step22 use GetService<AIProjectClient>() for file/memory operations Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove unused using directives from Step01.2, Step09, Eval_Step02 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update ADR 0020 with accepted decision: Option 6 - Add Option 6 detailing FoundryAgent, FoundryVersionedAgent, FoundryAITool, env-var auto-discovery, and self-contained factory patterns - Mark decision as accepted with rationale - Update current state and metadata sections Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update Step01 basics samples to use FoundryVersionedAgent factories - Step01.1: Replace manual AIProjectClient/AsAIAgent with FoundryVersionedAgent.CreateAIAgentAsync/GetAIAgentAsync/DeleteAIAgentAsync - Step01.2: Replace manual AIProjectClient with FoundryVersionedAgent.CreateAIAgentAsync/DeleteAIAgentAsync - Remove env var boilerplate and Azure.Identity dependency Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add DeleteAIAgentVersionAsync to FoundryVersionedAgent - DeleteAIAgentAsync: deletes the agent and all its versions (existing) - DeleteAIAgentVersionAsync: deletes only the specific version associated with the agent instance - Internally delegates to Agents.DeleteAgentAsync vs Agents.DeleteAgentVersionAsync Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix cleanup comments: DeleteAIAgentAsync deletes the agent and all its versions Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update all FoundryVersionedAgents READMEs for FoundryVersionedAgent and auto-discovery - Rewrite main README with FoundryVersionedAgent usage, auto-discovery table, code example - Fix sample table links from FoundryAgents_Step* to FoundryVersionedAgents_Step* - Add FoundryAITool references in tool-specific sample descriptions - Update individual READMEs: fix stale paths, add auto-discovery note after env var blocks - Update tool references: AgentTool/ResponseTool -> FoundryAITool - Update parent 02-agents/README.md with FoundryVersionedAgent description Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Revert unrelated AGUI and Hosting.OpenAI formatting changes to main Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Remove env-var auto-discovery, add AsAIAgent, mark extensions Obsolete - Remove 2 env-var constructors from FoundryAgent (keep explicit endpoint ctors) - Remove 5 env-var factory methods from FoundryVersionedAgent (keep explicit ones) - Add 3 AsAIAgent static methods to FoundryVersionedAgent (AgentVersion/AgentRecord/AgentReference) - Mark all 8 AIProjectClient extension methods as [Obsolete] pointing to FoundryVersionedAgent - Remove ApplyModelDeploymentFallback, env var constants, Azure.Identity usings from source Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update all samples to use explicit endpoint, credential, and model parameters - Add explicit Environment.GetEnvironmentVariable reads for AZURE_AI_PROJECT_ENDPOINT and AZURE_AI_MODEL_DEPLOYMENT_NAME to all 48 sample files - Pass new Uri(endpoint), new DefaultAzureCredential(), deploymentName to FoundryAgent constructors and FoundryVersionedAgent factory methods - Add using Azure.Identity where missing - Matches repo-wide pattern used by other non-Foundry samples - All 49 samples build successfully Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Migrate remaining samples and source from obsoleted extension methods - Migrate AgentProviders, AgentWithRAG, AgentWithMemory, HostedWorkflow samples to FoundryVersionedAgent - Migrate AzureAgentProvider.cs to FoundryVersionedAgent.AsAIAgent - Migrate AzureAIProjectChatClientTests.cs to FoundryVersionedAgent.GetAIAgentAsync - Remove pragma suppressions from migrated files Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add unit tests for FoundryAgent and FoundryVersionedAgent - FoundryAgentTests.cs: 14 tests covering constructors, validation, properties, metadata, GetService, chat client factory, user-agent header - FoundryVersionedAgentTests.cs: 31 tests covering CreateAIAgentAsync, GetAIAgentAsync, AsAIAgent (3 overloads), DeleteAIAgentAsync, DeleteAIAgentVersionAsync, validation, invalid names, metadata, GetService Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Finalize Foundry agent migration Align FoundryAgent and FoundryVersionedAgent samples, docs, and tests with the explicit configuration model, clean up stale README guidance, and fix AzureAI unit test validation/build issues. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Apply formatter cleanup after validation Capture the dotnet format follow-up changes produced during branch validation so the committed state matches the successfully built and tested branch. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Add integration tests for FoundryAgent and FoundryVersionedAgent Mark old AIProjectClient extension-method integration tests as obsolete and add new integration test suites for both FoundryAgent (Responses API) and FoundryVersionedAgent (versioned agents). All 71 non-skipped tests pass against the live Foundry service. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update ADR 0020 with test coverage details Add integration test coverage note to the Current State section of ADR 0020. * Simplify Foundry agents and validate moved samples * Rename FoundryAgent integration tests to ResponsesAgent The test classes exercise the non-versioned Responses path via AIProjectClient.AsAIAgent(), not the removed FoundryAgent wrapper type. Rename files and class names to reflect the actual test surface. * Update documentation for ChatClientAgent usage Added example usage of ChatClientAgent with JokerAgent. * Refactor ChatClientAgent instantiation for clarity * Revise agent type naming and usage examples Updated documentation to reflect changes in agent creation methods and added examples for using `ChatClientAgent`. * Fix Azure SDK namespace migration after rebase Update Azure.AI.Projects.OpenAI references to Azure.AI.Projects.Agents and Azure.AI.Extensions.OpenAI to match Azure.AI.Projects 2.0.0-beta.2. - Replace deprecated namespace across samples, tests, and src - Fix renamed types: OpenAPIFunctionDefinition -> OpenApiFunctionDefinition, BingCustomSearchToolParameters -> BingCustomSearchToolOptions, BrowserAutomationToolParameters -> BrowserAutomationToolOptions - Fix API changes: AgentRecord.Versions -> GetLatestVersion(), ResponsesClient constructor, FunctionApprovalRequestContent -> ToolApprovalRequestContent - Apply dotnet format Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address merge markers * Replace obsolete GetAIAgentAsync with AsAIAgent in samples Switch Agent_Step07_AsMcpTool and A2AServer to use the non-obsolete PersistentAgentsClient.AsAIAgent(PersistentAgent) extension instead of the deprecated GetAIAgentAsync, fixing CS0618 build errors. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix broken markdown links in Responses sample READMEs Replace stale ChatClientAgents_Step* folder references with the correct Agent_Step* names across all Responses sample READMEs. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix format errors and address PR review comments - Fix charset and remove unused using in AzureAIProjectResponsesChatClient - Fix doc comment tags (code -> c) in FoundryAITool - Fix stray period in LocalMCP sample comment - Fix grammar in FoundryMemoryProvider xmldoc - Fix AIProjectClientAgentRunStreamingConversationTests base class Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Apply dotnet format fixes to PR-changed files Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix build errors from format pass and apply naming conventions - Fix static call to CreateSessionAsync in Step02 samples and extension tests - Use expression-bodied lambda in FoundryMemoryProvider (RCS1021) - Apply PascalCase naming to const fields in ResponsesAgentExtensionCreateTests (IDE1006) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Introduce FoundryAgent sealed type and update AsAIAgent extensions - Add FoundryAgent sealed class wrapping ChatClientAgent with: - Public ctors: (projectEndpoint, credential, model, instructions) and (agentEndpoint, credential) - Internal ctor: (AIProjectClient, ChatClientAgent) for extension use - CreateConversationSessionAsync() for server-side conversations - GetService<ChatClientAgent>() and GetService<AIProjectClient>() - MEAI user-agent policy on internally-created AIProjectClient - Change all AsAIAgent extension return types from ChatClientAgent to FoundryAgent - Update all samples and tests to use FoundryAgent type - Add 16 FoundryAgentTests covering ctors, GetService, UserAgent, RunAsync - Fix pre-existing Agent_Step12_Plugins build error Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Collapse sample folders and add FoundryAgent_Step01 sample - Move all Responses/* samples up to AgentsWithFoundry/ (flat structure) - Remove entire Versioned/ folder (26 samples) - Add FoundryAgent_Step01 sample showing direct FoundryAgent ctor usage - Update slnx to reflect flat folder structure - Fix csproj ProjectReference paths for new depth Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update READMEs for flat AgentsWithFoundry structure - Rewrite AgentsWithFoundry/README.md with FoundryAgent quick start - Fix cd commands and paths in 11 sample READMEs - Update 02-agents/README.md to single Foundry link - Update AGENTS.md tree to flat structure - Fix AgentWithMemory cross-reference Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix FoundryAgent_Step01 sample with full create/run/delete lifecycle Show the complete server-side agent lifecycle: create version with native SDK, wrap as FoundryAgent via AsAIAgent, run, then delete. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Revert RAPI samples to use AIAgent instead of FoundryAgent RAPI samples should not reference FoundryAgent directly. Restored original sample code with only ChatClientAgent -> AIAgent type change to accommodate the AsAIAgent return type. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Convert versioned-pattern samples to pure RAPI Step09, Step13, Step17, Step22 were using CreateAgentVersionAsync + PromptAgentDefinition which is the versioned pattern. Converted to use AsAIAgent(model, instructions, tools) which is the RAPI path. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix format issues from Docker CI check - FoundryAgent_Step01: CRLF -> LF - Agent_Step09: missing final newline - Agent_Step11_Middleware: add internal modifier, final newline - Agent_Step02: remove redundant cast (IDE0004) - Agent_Step08: simplify name (IDE0001) - FoundryAgentTests: s_ prefix, Async suffix naming conventions Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Switch Step09 MCP sample to Microsoft Learn HTTP endpoint Replace npx stdio GitHub MCP server with the public Microsoft Learn MCP endpoint (https://learn.microsoft.com/api/mcp) using HTTP transport. No external tooling required to run. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix missing final newline in Step09 MCP sample Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review: use DelegatingAIAgent, clean up Step01 sample - FoundryAgent now inherits DelegatingAIAgent instead of AIAgent, removing manual delegation boilerplate (westey-m feedback) - Simplified Agent_Step01_Basics to single agent creation path, moved composable IChatClient approach to README (westey-m feedback) - Fixed FoundryAgentTests param name assertion Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Update sample using Project specialized type instead * Address PR review feedback: DefaultAzureCredential warnings, sample simplifications, format fixes - Add DefaultAzureCredential production warning comments to ~25 samples - Simplify Anthropic and OpenAI Step01 samples to single agent - Convert Step11 Middleware regex patterns to [GeneratedRegex] - Remove unnecessary cleanup comment from Step06 - Fix Step09 README MCP transport description - Enhance FoundryAgent xmldoc with non-persistent agent comparison Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Split Step02, simplify RAG Step04, sharpen Step23 differentiation - Split Step02 into 02.1 (simple multi-turn via sessions) and 02.2 (server-side conversations via CreateConversationSessionAsync) - RAG Step04: replace HostedFileSearchTool + MEAI wrapping with native OpenAI FileSearchTool - Step23: clarify DelegatingAIFunction wrapping pattern vs Step09 basic MCP Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix Hosted MCP sample: use ResponseTool.CreateMcpTool and move tool to PromptAgentDefinition Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix broken README link after Step02 split Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address Sergey round 3 feedback: branding, README nav, sample rename - Replace 'Azure AI Foundry' with 'Microsoft Foundry' in ADR 0020 - Fix 3 READMEs: 'ChatClientAgents' → 'AgentsWithFoundry' sample directory - Rename FoundryAgent_Step01 → Agent_Step00_FoundryAgentLifecycle for naming consistency Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-30 12:09:02 +00:00 -
.NET: BugFix #3433 ChatClientAgent streaming responses missing messageid (#4615)
* Changes * Fix ChatClientAgent streaming responses missing MessageId Generate fallback MessageId in ChatClientAgent.RunCoreStreamingAsync when the underlying LLM provider does not set ChatResponseUpdate.MessageId. Without a MessageId the AGUI converter's null==null check silently drops all text content, causing CopilotKit Zod validation errors. Changes: - ChatClientAgent: generate msg_{Guid} fallback via ??= in streaming loop - AgentResponseExtensions: sync wrapper MessageId back to RawRepresentation in AsChatResponseUpdate() so downstream consumers see the value - Add unit tests for both fixes and AGUI streaming MessageId scenarios Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR #4615 review comments - Fix MessageId seeding: use first-seen provider MessageId (or generate fallback) and apply consistently to all chunks in the stream, preventing message splitting when providers set MessageId only on the first chunk - Add test for mixed MessageId scenario (first chunk only) - Fix skipped TextStreaming test: assert Empty (not NotEmpty) to match actual null==null behavior - Fix skipped ToolCalls test: assert empty ParentMessageId to match actual empty-string passthrough behavior * Handle empty MessageId in AsChatResponseUpdate sync Treat empty/whitespace MessageId the same as null when syncing from the AgentResponseUpdate wrapper back to RawRepresentation. Providers that return empty string MessageId (e.g. tool call responses) now get the wrapper value recovered correctly. Add test for empty string MessageId recovery scenario. * Move MessageId fallback generation to AGUI layer Move fallback MessageId generation from ChatClientAgent to AsAGUIEventStreamAsync, addressing the architectural concern that MessageId is nullable in the AIAgent abstraction and the requirement for non-null values is specific to the AGUI protocol. The AGUI layer now generates a fallback MessageId for null or empty/whitespace values, covering all agent types (not just ChatClientAgent) including external implementations. Changes: - Revert MessageId generation from ChatClientAgent.RunCoreStreamingAsync - Add fallback MessageId generation in AsAGUIEventStreamAsync for null/empty MessageId values (handles both null and whitespace) - Unskip and update AGUI tests to verify fallback generation - Update ChatClientAgent tests to reflect passthrough behavior * Revert AsChatResponseUpdate MessageId sync-back Remove the MessageId sync-back logic from AsChatResponseUpdate() as it is no longer needed. With fallback generation moved to the AGUI layer, the abstraction layer should not mutate the RawRepresentation object. Revert to the original passthrough behavior for AsChatResponseUpdate() and update tests accordingly. --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>2026-03-30 11:55:30 +00:00 -
.NET: Skip flaky integration tests blocking merge queue (#4972)
* Skip flaky integration tests blocking merge queue Skip 7 timing-dependent integration tests that are causing a 73% failure rate in the merge queue over the past 3 days. All failures are LLM-latency/timeout related and occur across unrelated PRs. Skipped tests: - ConsoleAppSamplesValidation.ReliableStreamingSampleValidationAsync - ConsoleAppSamplesValidation.SingleAgentOrchestrationHITLSampleValidationAsync - ConsoleAppSamplesValidation.LongRunningToolsSampleValidationAsync - SamplesValidation.LongRunningToolsSampleValidationAsync (AzureFunctions) - SamplesValidation.ReliableStreamingSampleValidationAsync (AzureFunctions) - ExternalClientTests.CallFunctionToolsAsync - ExternalClientTests.CallLongRunningFunctionToolsAsync Tracking issue: https://github.com/microsoft/agent-framework/issues/4971 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Extract skip reason to const per review feedback Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-30 10:51:21 +00:00 -
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>
2026-03-27 21:00:12 +00:00 -
.NET: Fixes for durable agents integration tests (#4952)
* Fixing for durable agents integration tests * Add further fixes
2026-03-27 17:38:23 +00:00 -
Python: Fix broken samples for GitHub Copilot, declarative, and Responses API (#4915)
* Python: Fix broken samples for GitHub Copilot, declarative, and Responses API - Add missing on_permission_request handler to github_copilot_basic and github_copilot_with_session samples (required by copilot SDK) - Increase timeout for remote MCP query in github_copilot_with_mcp sample - Soften session isolation claim in github_copilot_with_session sample - Fix inline_yaml sample: pass project_endpoint via client_kwargs instead of relying on YAML connection block (AzureAIClient expects project_endpoint, not endpoint) - Handle raw JSON schemas in Responses client _convert_response_format so declarative outputSchema works with the Responses API Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Improve raw JSON schema detection heuristic and add tests - Broaden raw schema detection to handle anyOf, oneOf, allOf, $ref, $defs keywords and JSON Schema primitive types, not just 'properties' - Apply same raw schema handling to azure-ai _shared.py for consistency - Add unit tests for both openai and azure-ai response_format conversion Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-27 16:27:19 +00:00 -
[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>
2026-03-27 13:33:39 +00:00 -
Bump flatted from 3.3.3 to 3.4.2 in /python/packages/devui/frontend (#4805)
Bumps [flatted](https://github.com/WebReflection/flatted) from 3.3.3 to 3.4.2. - [Commits](https://github.com/WebReflection/flatted/compare/v3.3.3...v3.4.2) --- updated-dependencies: - dependency-name: flatted dependency-version: 3.4.2 dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
dependabot[bot] ·
2026-03-27 03:43:25 +00:00 -
.NET: [Breaking] Restructure agent skills to use multi-source architecture (#4871)
* initial commit * address comments * address comments * address comments * address comments * rename executor to runner to align naming with python implementation * rename runner execute method to run method * remove poc leftovers and fix compilation issues * make script runner optional * remove unnecessary pragmas * make resources and scripts props virtual * address comments * update comment for name validation regex * address comments
2026-03-26 22:27:17 +00:00 -
.NET: feat: Implement return-to-previous routing in handoff workflow (#4356)
* feat: Implement return-to-previous routing in handoff workflow - Also obsoletes HandoffsWorkflowBuilder => HandoffWorkflowBuilder (no "s") * refactor: Remove instance-shared current agent tracking in handoffs Because the tracker was instance-shared between the start and end executors, it would be shared between all sessions, resulting in incorrect behaviour. The corect way to do this is to keep the data in a shared executor scope, which is per-session. * fix: Fix test logic for Handoff to correctly use checkpointing for multiturn
Jacob Alber ·
2026-03-26 20:17:57 +00:00 -
Python: Move ag_ui_workflow_handoff demo from demos/ to 05-end-to-end/ (#4900)
* Move ag_ui_workflow_handoff demo to 05-end-to-end (#4895) Move the AG-UI workflow handoff demo from python/samples/demos/ to python/samples/05-end-to-end/ to follow the current folder structure convention. Update README paths accordingly. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix review feedback: remove build artifacts, fix README paths (#4895) - Add .gitignore to frontend/ to exclude *.tsbuildinfo, vite.config.js, and vite.config.d.ts build artifacts from version control - Remove the 4 tracked build artifact files from the tree - Fix step 2 cd path in README to be relative after 'cd python' Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Clarify working directory context in README Step 2 (#4895) Step 2 uses a python/-relative path (samples/...) which assumes the user is still in the python/ directory from Step 1. Add a brief note making this explicit. 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>
Evan Mattson ·
2026-03-26 17:52:07 +00:00 -
.NET: Fix bug with per-service-call persistence and approvals (#4933)
* Fix bug with per-service-call persistence and approvals * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-03-26 17:45:46 +00:00 -
.NET: Improve observability sample (#4917)
* Improve .Net observability sample * Update dotnet/samples/02-agents/AgentOpenTelemetry/Program.cs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-03-26 17:33:22 +00:00 -
2026-03-26 16:45:01 +00:00 -
.NET: Fix role assignment in ChatMessage construction (#4290)
* Use actual message role when creating ChatMessage Replace hard-coded ChatRole.User with a ChatRole constructed from the message's Role. The change ensures ToChatMessage and FunctionMessage use the original role (new ChatRole(this.Role)) for both text and contents branches, fixing incorrect role assignment when constructing ChatMessage instances. * Update changes * Fix formatting in ToChatMessage tests --------- Co-authored-by: Roger Barreto <19890735+rogerbarreto@users.noreply.github.com>
AkiKurisu ·
2026-03-26 16:13:00 +00:00 -
.NET: Add integration test validating OpenAPI tools with AsAIAgent(agentVersion) (#4931)
* .NET: Add integration test for OpenAPI tools with AsAIAgent(agentVersion) Validates end-to-end flow creating a Foundry agent with an OpenAPI tool definition via native Azure.AI.Projects SDK types and wrapping it with AsAIAgent(agentVersion). The test confirms the server-side OpenAPI function is invoked correctly through RunAsync. Addresses #4883 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address PR review: RetryFact, PascalCase naming, stronger tool assertion - Use RetryFact with Skip for manual testing (flaky due to external API) - Fix agentName -> AgentName to match PascalCase convention in file - Strengthen tool invocation assertion: require >= 3 Eurozone countries - Add comment explaining server-side OpenAPI tools don't surface as FunctionCallContent in the MEAI abstraction Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-26 15:35:16 +00:00 -
.NET: Add AsIChatClientWithStoredOutputDisabled for ProjectResponsesClient (#4911)
* Add AsIChatClientWithStoredOutputDisabled for ProjectResponsesClient Add extension method on ProjectResponsesClient in Microsoft.Agents.AI.AzureAI package (Azure.AI.Extensions.OpenAI namespace) mirroring the existing extension on ResponsesClient in the OpenAI package. This enables Azure AI consumers to disable server-side response storage without depending on the OpenAI package. - New ProjectResponsesClientExtensions class with AsIChatClientWithStoredOutputDisabled - Optional deploymentName parameter (model is no longer required) - Updated OpenAI counterpart doc to remove 'Required' wording for model param - Added unit tests covering null guard, inner client accessibility, StoredOutputEnabled=false, and reasoning encrypted content inclusion/exclusion Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Preserve existing RawRepresentationFactory when disabling stored output Address PR review feedback: wrap/chain the existing factory instead of replacing it, so upstream configuration (e.g., deploymentName/model defaults from AsIChatClient) is preserved. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-26 11:19:32 +00:00 -
ADR to support a multi-source architecture for agent skills (#4787)
* add adr suggesting a new design to support a multi-source architecture for agent skills * add deciders * move the adr to the decisions folder * remove unnecessary section * describe adding a custom skill source * update * address comments * add constructor overloads to inline skill resource and script * consider ai-function as an alternative for skill script and skill resource model classes * update decision outcome section and sync adr with latest changes in the code
2026-03-26 11:19:09 +00:00 -
Add ADR to decide consistency of Chat History Persistence (#4816)
* Add ADR to decide consitency of Chat History Persistence * Add example * Update ADR with review results * Remove unecessary clarification * Rename ADR to no 22
2026-03-26 11:10:33 +00:00 -
Python: Support structuredContent in MCP tool results and fix sampling options type (#4763)
* Support MCP sampling tools capability (#4625) Forward systemPrompt, tools, and toolChoice from MCP sampling requests to the chat client's get_response() call. Also advertise the sampling.tools capability to MCP servers when a client is configured. - Pass SamplingCapability with tools support to ClientSession - Convert systemPrompt to instructions in options - Convert MCP Tool objects to FunctionTool instances for options - Map MCP ToolChoice.mode to tool_choice in options - Add tests for all new behaviors and update existing sampling tests Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix #4625: Support MCP sampling tool with proper typing and structured content - Fix mypy error by typing sampling callback options as ChatOptions[None] instead of dict[str, Any], and importing ChatOptions from _types - Handle structuredContent from CallToolResult in _parse_tool_result_from_mcp, serializing it as JSON text Content when present - Add tests for structuredContent parsing (with and without regular content) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix lint: add author to TODO comment Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #4625: remove default=str, add edge-case tests - Remove default=str from json.dumps for structuredContent to fail fast on non-JSON-serializable values instead of silently converting - Add test for non-JSON-serializable structuredContent (TypeError) - Add tests for empty systemPrompt ('') and empty tools list ([]) edge cases in sampling callback - Expand TODO comment noting list[Content] return type constraint for future result_type support Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Sanitize sampling callback error to avoid leaking internals (#4625) Log exception details at DEBUG level instead of including them in the ErrorData message returned to the MCP server, which may be untrusted. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #4625: move params to options, restore error info - Remove stale TODO comment about response_format (ChatOptions already has it) - Restore {ex} in sampling callback error message for useful debugging info - Set structuredContent as additional_property on Content for structured access - Move temperature, max_tokens, stop into options dict (not top-level kwargs) - Only set temperature when provided (not all models support it) - Add tests for generation params in options and temperature omission Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix MCP sampling callback and structured content error handling (#4625) - Guard max_tokens like temperature: only set when not None, so options can properly evaluate to None when all params are absent - Wrap json.dumps of structuredContent in try/except to fall back to str() for non-serializable values instead of propagating TypeError - Extract test_connect_sampling_capabilities_with_client into its own test function so pytest can discover it independently - Add test for max_tokens=None omission from options - Update structured content non-serializable test to expect fallback Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #4625: review comment fixes * Fix MCP and Azure validation regressions 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>
2026-03-26 07:33:19 +00:00 -
Python: Include reasoning messages in MESSAGES_SNAPSHOT events (#4844)
* Include reasoning messages in MESSAGES_SNAPSHOT (#4843) FlowState now tracks reasoning messages emitted during a run. _emit_text_reasoning() persists reasoning (including encrypted_value) into flow.reasoning_messages, and _build_messages_snapshot() appends them to the final MESSAGES_SNAPSHOT event. Changes: - Add reasoning_messages field to FlowState - Update _emit_text_reasoning() to accept optional flow parameter - Include reasoning_messages in _build_messages_snapshot() - Add 'reasoning' to ALLOWED_AGUI_ROLES so normalize_agui_role() preserves the role through snapshot round-trips - Skip reasoning messages in agui_messages_to_agent_framework() since they are UI-only state and should not be forwarded to LLM providers - Add regression tests for snapshot emission, encrypted value preservation, and multi-turn round-trip with reasoning Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Python: Include reasoning messages in MESSAGES_SNAPSHOT events Fixes #4843 * Fix PR review feedback for reasoning persistence (#4843) - Accumulate reasoning text per message_id (append deltas) instead of storing only the current chunk, matching flow.accumulated_text pattern - Use camelCase encryptedValue in snapshot JSON to match AG-UI protocol conventions (toolCallId, encryptedValue) - Normalize snake_case encrypted_value to encryptedValue in agui_messages_to_snapshot_format for input compatibility - Update normalize_agui_role docstring to include reasoning role - Add tests for incremental reasoning accumulation and key normalization Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review feedback for #4843: Python: agent-framework-ag-ui: include reasoning messages in MESSAGES_SNAPSHOT --------- Co-authored-by: Copilot <copilot@github.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-26 05:56:10 +00:00 -
Python: Fix streaming path to emit mcp_server_tool_result on output_item.done instead of output_item.added (#4821)
* Fix streaming path to deliver mcp_server_tool_result content (#4814) Remove premature mcp_server_tool_result emission from the response.output_item.added/mcp_call handler — at that point the MCP server has not yet responded and output is always None. Add a handler for response.mcp_call.completed that emits mcp_server_tool_result with the actual tool output, matching the non-streaming path behavior. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix streaming path to deliver mcp_server_tool_result content (#4814) Stop eagerly emitting mcp_server_tool_result on response.output_item.added (when output is always None). Instead, handle response.output_item.done for mcp_call items, which carries the full McpCall with populated output. This matches the non-streaming path which guards with 'if item.output is not None' before emitting the result. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix test docstring to match actual implementation event name Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review: call_id fallback and raw_representation consistency (#4814) - Add call_id fallback in response.output_item.done mcp_call handler to match the output_item.added handler pattern - Use done_item instead of event for raw_representation to keep consistent with other output_item branches and non-streaming path - Add test for call_id fallback when id attribute is missing - Add raw_representation assertions to existing done handler tests Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review: call_id fallback for non-streaming path and test coverage (#4814) - Apply defensive call_id fallback (getattr with id/call_id/empty) to non-streaming mcp_call path for consistency with streaming path - Add raw_representation assertion to call_id fallback test - Add test for empty-string fallback when neither id nor call_id exist 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>
2026-03-26 02:09:22 +00:00 -
Python: Fix A2AAgent to surface message content from in-progress TaskStatusUpdateEvents (#4798)
* Fix A2AAgent dropping message content from in-progress TaskStatusUpdateEvents (#4783) _updates_from_task() returned [] for working-state tasks when background=False, silently discarding all intermediate message content from task.status.message. Now extracts and yields message parts from in-progress status updates during streaming. Also fixed MockA2AClient.send_message to yield all queued responses (enabling multi-event streaming tests) and added text parameter to add_in_progress_task_response for tests that need status messages. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Fix: gate intermediate status updates behind emit_intermediate flag and add missing test coverage - Add emit_intermediate parameter to _updates_from_task and _map_a2a_stream - Thread stream flag from run() so only streaming callers see intermediate updates - Add IN_PROGRESS_TASK_STATES guard to emit_intermediate condition - Add role parameter to test helper add_in_progress_task_response - Add clarifying comment on MockA2AClient.send_message batch semantics - Add tests for user role mapping, background precedence, non-streaming behavior, terminal task with no artifacts, and empty parts edge case 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>
2026-03-26 02:08:47 +00:00 -
2026-03-25 22:53:44 +00:00 -
.NET: fix: HandoffAgentExecutor does not output any response when non-streaming (#4745)
* fix: HandoffAgentExecutor does not output any reponse when non-streaming * fix: Ensure Workflow outputs persisted in chat history when hosted AsAgent * fix: Remove duplicate history entry creation and ad test * test: Add streaming tests for AsAgent to smoke tests * feat: Add output configurability to Handoffs
2026-03-25 22:22:13 +00:00