Azure · dargilco · May 19, 2026
@@ -11,6 +11,13 @@
 * New evaluator generation job operations on `.beta.evaluators`: `create_generation_job`, `get_generation_job`, `list_generation_jobs`, `cancel_generation_job`, `delete_generation_job`.
 * New methods on `.beta.agents` sub-client for code-based hosted agents: `update_agent_from_code()`, `create_agent_version_from_code()`, `download_agent_version_code()`, `download_agent_code()`.
 * New read-only property `content_hash` on `CodeConfiguration`, returning the SHA-256 hex digest of the uploaded code zip.
+* New `.beta.routines` sub-client with routine operations: `create_or_update`, `get`, `enable`, `disable`, `list`, `delete`, `list_runs`, `dispatch_async`.
+* New `.beta.models` sub-client with model version operations: `list_versions`, `list`, `get`, `delete`, `update`, `create_async`, `pending_upload`, `get_credentials`.
+* New agent optimization job operations on `.beta.agents`: `create_optimization_job`, `get_optimization_job`, `list_optimization_jobs`, `cancel_optimization_job`, `delete_optimization_job`, `list_optimization_candidates`, `get_optimization_candidate`, `get_optimization_candidate_config`, `get_optimization_candidate_results`.
+* New `AgentEndpointProtocol.MCP` and `AgentProtocol.MCP` enum values for MCP protocol support.
+* New `AgentKind.EXTERNAL` enum value for external agents.
+* New `MemoryItemKind.PROCEDURAL` enum value for procedural memories.
+* New `PendingUploadType.TEMPORARY_BLOB_REFERENCE` enum value.
 
 ### Breaking Changes
 
@@ -29,6 +36,8 @@ Breaking changes in beta classes:
 * Renamed class `SkillObject` to `SkillDetails`.
 * Removed class `FabricIQPreviewToolParameters`.
 * Removed class `WorkIQPreviewToolParameters`.
+* Renamed `EvaluatorDefinitionType.RUBRICS` to `EvaluatorDefinitionType.RUBRIC`.
+* Removed `IsolationKeySource` from `EntraAuthorizationScheme` (replaced by `IsolationKeySourceKind`).
 
 ### Bugs Fixed
 

@@ -11,3 +11,5 @@
 if TYPE_CHECKING:
     from . import models as _models
 Filters = Union["_models.ComparisonFilter", "_models.CompoundFilter"]
+EvalItemContentItem = Union[str, "_models.EvalItemContentItemObject"]
+EvalItemContent = Union["_types.EvalItemContentItem", list["_types.EvalItemContentItem"]]
@@ -10,6 +10,7 @@
 
 from .._utils.model_base import Model, SdkJSONEncoder
 
+
 # file-like tuple could be `(filename, IO (or bytes))` or `(filename, IO (or bytes), content_type)`
 FileContent = Union[str, bytes, IO[str], IO[bytes]]
 

@@ -22,8 +22,10 @@
     BetaEvaluationTaxonomiesOperations,
     BetaEvaluatorsOperations,
     BetaInsightsOperations,
+    BetaModelsOperations,
     BetaOperations as GeneratedBetaOperations,
     BetaRedTeamsOperations,
+    BetaRoutinesOperations,
     BetaSchedulesOperations,
     BetaSkillsOperations,
     BetaToolboxesOperations,
@@ -60,6 +62,10 @@ class BetaOperations(GeneratedBetaOperations):
     """:class:`~azure.ai.projects.aio.operations.BetaSkillsOperations` operations"""
     datasets: BetaDatasetsOperations
     """:class:`~azure.ai.projects.aio.operations.BetaDatasetsOperations` operations"""
+    models: BetaModelsOperations
+    """:class:`~azure.ai.projects.aio.operations.BetaModelsOperations` operations"""
+    routines: BetaRoutinesOperations
+    """:class:`~azure.ai.projects.aio.operations.BetaRoutinesOperations` operations"""
 
     def __init__(self, *args: Any, **kwargs: Any) -> None:
         super().__init__(*args, **kwargs)
@@ -86,8 +92,10 @@ def __init__(self, *args: Any, **kwargs: Any) -> None:
     "BetaEvaluatorsOperations",
     "BetaInsightsOperations",
     "BetaMemoryStoresOperations",
+    "BetaModelsOperations",
     "BetaOperations",
     "BetaRedTeamsOperations",
+    "BetaRoutinesOperations",
     "BetaSchedulesOperations",
     "BetaSkillsOperations",
     "BetaToolboxesOperations",
Original file line number	Diff line number	Diff line change
Expand Up		@@ -10,6 +10,7 @@

		from .._utils.model_base import Model, SdkJSONEncoder


		# file-like tuple could be `(filename, IO (or bytes))` or `(filename, IO (or bytes), content_type)`
		FileContent = Union[str, bytes, IO[str], IO[bytes]]

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