From 5a47c325e75ddbec65fb4253047aa78f1653eda1 Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 07:06:19 -0700
Subject: [PATCH 1/9] trim

---
 .../azure-ai-projects/post-emitter-fixes.cmd  | 21 -------------------
 1 file changed, 21 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd b/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd
index 1001de9c2f8e..ac25de27a5a4 100644
--- a/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd
+++ b/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd
@@ -14,27 +14,6 @@ REM - The emitter uses lower case "i" in "Ai". I want to keep it upper case in t
 REM - We want a vanity link for the "repository" value, deep linking to the SDK folder (not root of repo): https://aka.ms/azsdk/azure-ai-projects-v2/python/code
 git restore pyproject.toml
 
-REM Rename `"items_property": items`, to `"items": items` in search_memories and begin_update_memories methods. "items" is specified in TypeSpec, but Python emitter does not allow it.
-powershell -Command "(Get-Content azure\ai\projects\aio\operations\_operations.py) -replace '\"items_property\": items', '\"items\": items' | Set-Content azure\ai\projects\aio\operations\_operations.py"
-powershell -Command "(Get-Content azure\ai\projects\operations\_operations.py) -replace '\"items_property\": items', '\"items\": items' | Set-Content azure\ai\projects\operations\_operations.py"
-
-REM Rename WEB_SEARCH_PREVIEW2025_03_11 enum member to WEB_SEARCH_PREVIEW_2025_03_11, to match actual string value
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'WEB_SEARCH_PREVIEW2025_03_11', 'WEB_SEARCH_PREVIEW_2025_03_11' | Set-Content azure\ai\projects\models\_enums.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_models.py) -replace 'WEB_SEARCH_PREVIEW2025_03_11', 'WEB_SEARCH_PREVIEW_2025_03_11' | Set-Content azure\ai\projects\models\_models.py"
-
-REM Rename DEFAULT2024_11_15 to DEFAULT_2024_11_15
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'DEFAULT2024_11_15', 'DEFAULT_2024_11_15' | Set-Content azure\ai\projects\models\_enums.py"
-
-REM Rename `A2_A` to `A2A` in enum class AgentEndpointProtocol and ToolType
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'A2_A', 'A2A' | Set-Content azure\ai\projects\models\_enums.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_models.py) -replace 'A2_A', 'A2A' | Set-Content azure\ai\projects\models\_models.py"
-
-REM Rename MEMORY1_GB/MEMORY4_GB/MEMORY16_GB/MEMORY64_GB to MEMORY_1GB/MEMORY_4GB/MEMORY_16GB/MEMORY_64GB in enum class ContainerMemoryLimit
-REM For some reason these TypeSpec decorators stopped working. Need to understand why: @@clientName(OpenAI.ContainerMemoryLimit.`1g`, "MEMORY_1GB", "python");
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'MEMORY1_GB', 'MEMORY_1GB' | Set-Content azure\ai\projects\models\_enums.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'MEMORY4_GB', 'MEMORY_4GB' | Set-Content azure\ai\projects\models\_enums.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'MEMORY16_GB', 'MEMORY_16GB' | Set-Content azure\ai\projects\models\_enums.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_enums.py) -replace 'MEMORY64_GB', 'MEMORY_64GB' | Set-Content azure\ai\projects\models\_enums.py"
 
 REM Edit both _operations.py files to fix missing Foundry-Features HTTP request header in continued list paging calls. Add:
 REM   headers=_headers

From 5142cbf62f2ee1eff3ffca31bbfe3a4c1ad57d0a Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 07:06:58 -0700
Subject: [PATCH 2/9] re-emit, without running post emitter script

---
 .../azure-ai-projects/apiview-properties.json |  2 +-
 .../azure/ai/projects/_utils/utils.py         |  1 +
 .../ai/projects/aio/operations/_operations.py | 36 +++++++++----------
 .../azure/ai/projects/models/_models.py       | 24 +++++++------
 .../ai/projects/operations/_operations.py     | 36 +++++++++----------
 sdk/ai/azure-ai-projects/pyproject.toml       | 20 +++++------
 .../tests/samples/llm_instructions.py         | 32 ++++++++++++-----
 7 files changed, 82 insertions(+), 69 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/apiview-properties.json b/sdk/ai/azure-ai-projects/apiview-properties.json
index 37f1180762a5..56060921e407 100644
--- a/sdk/ai/azure-ai-projects/apiview-properties.json
+++ b/sdk/ai/azure-ai-projects/apiview-properties.json
@@ -481,5 +481,5 @@
         "azure.ai.projects.operations.IndexesOperations.create_or_update": "Azure.AI.Projects.Indexes.createOrUpdateVersion",
         "azure.ai.projects.aio.operations.IndexesOperations.create_or_update": "Azure.AI.Projects.Indexes.createOrUpdateVersion"
     },
-    "CrossLanguageVersion": "0ee459332041"
+    "CrossLanguageVersion": "54953c829a31"
 }
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py b/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py
index c91d6470e2bf..9ebe3cda3180 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py
@@ -11,6 +11,7 @@
 
 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]]
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index e278f6761204..7f0eef4078a5 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -4108,23 +4108,29 @@ async def get_session_log_stream(
         Each SSE frame contains:
 
         * `event`: always `"log"`
-        * `data`: a plain-text log line (currently JSON-formatted, but the schema is not contractual and may include additional keys or change format over time; clients should treat it as an opaque string)
+        * `data`: a plain-text log line (currently JSON-formatted, but the schema
+        is not contractual and may include additional keys or change format
+        over time — clients should treat it as an opaque string)
 
         Example SSE frames:
 
         .. code-block::
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port 8088"}
+           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting
+        FoundryCBAgent server on port 8088"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application
+        startup complete."}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully
+        connected to container"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since
+        last 60 seconds"}
 
         The stream remains open until the client disconnects or the server
         terminates the connection. Clients should handle reconnection as needed.
@@ -4166,7 +4172,7 @@ async def get_session_log_stream(
         _request.url = self._client.format_url(_request.url, **path_format_arguments)
 
         _decompress = kwargs.pop("decompress", True)
-        _stream = True
+        _stream = kwargs.pop("stream", False)
         pipeline_response: PipelineResponse = await self._client._pipeline.run(  # pylint: disable=protected-access
             _request, stream=_stream, **kwargs
         )
@@ -9013,14 +9019,6 @@ def list_memories(
             304: ResourceNotModifiedError,
         }
         error_map.update(kwargs.pop("error_map", {}) or {})
-
-        # BUG? These lines were inside the prepare_request() method. Moved here instead.
-        if body is _Unset:
-            if scope is _Unset:
-                raise TypeError("missing required argument: scope")
-            body = {"scope": scope}
-            body = {k: v for k, v in body.items() if v is not None}
-
         content_type = content_type or "application/json"
         _content = None
         if isinstance(body, (IOBase, bytes)):
@@ -9029,11 +9027,11 @@ def list_memories(
             _content = json.dumps(body, cls=SdkJSONEncoder, exclude_readonly=True)  # type: ignore
 
         def prepare_request(_continuation_token=None):
-            # if body is _Unset:
-            #     if scope is _Unset:
-            #         raise TypeError("missing required argument: scope")
-            #     body = {"scope": scope}
-            #     body = {k: v for k, v in body.items() if v is not None}
+            if body is _Unset:
+                if scope is _Unset:
+                    raise TypeError("missing required argument: scope")
+                body = {"scope": scope}
+                body = {k: v for k, v in body.items() if v is not None}
 
             _request = build_beta_memory_stores_list_memories_request(
                 name=name,
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index f5f7d8f14d09..2af6c71c616b 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -10824,15 +10824,15 @@ class OptimizationInlineDatasetInput(OptimizationDatasetInput, discriminator="in
     :ivar type: Dataset input type discriminator. Required. Inline dataset — items are provided
      directly in the request body.
     :vartype type: str or ~azure.ai.projects.models.INLINE
-    :ivar items_property: Dataset items. Required.
-    :vartype items_property: list[~azure.ai.projects.models.OptimizationDatasetItem]
+    :ivar dataset_items: Dataset items. Required.
+    :vartype dataset_items: list[~azure.ai.projects.models.OptimizationDatasetItem]
     """
 
     type: Literal[OptimizationDatasetInputType.INLINE] = rest_discriminator(name="type", visibility=["read", "create", "update", "delete", "query"])  # type: ignore
     """Dataset input type discriminator. Required. Inline dataset — items are provided directly in the
      request body."""
-    items_property: list["_models.OptimizationDatasetItem"] = rest_field(
-        name="items", visibility=["read", "create", "update", "delete", "query"], original_tsp_name="items"
+    dataset_items: list["_models.OptimizationDatasetItem"] = rest_field(
+        name="items", visibility=["read", "create", "update", "delete", "query"]
     )
     """Dataset items. Required."""
 
@@ -10840,7 +10840,7 @@ class OptimizationInlineDatasetInput(OptimizationDatasetInput, discriminator="in
     def __init__(
         self,
         *,
-        items_property: list["_models.OptimizationDatasetItem"],
+        dataset_items: list["_models.OptimizationDatasetItem"],
     ) -> None: ...
 
     @overload
@@ -12699,10 +12699,12 @@ class SessionLogEvent(_Model):
     .. code-block::
 
        event: log
-       data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting server on port 18080"}
+       data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting server
+    on port 18080"}
 
        event: log
-       data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+       data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully
+    connected to container"}.
 
     :ivar event: The SSE event type. Currently ``log``, but additional event types may be added in
      the future. Clients should ignore unrecognized event types. Required. "log"
@@ -13929,7 +13931,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
      or a Literal["required"] type.
     :vartype mode: str or str
     :ivar tools: A list of tool definitions that the model should be allowed to call. For the
-     Responses API, the list of tool definitions might look like the following. Required.
+     Responses API, the list of tool definitions might look like:
 
      .. code-block:: json
 
@@ -13937,7 +13939,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
           { "type": "function", "name": "get_weather" },
           { "type": "mcp", "server_label": "deepwiki" },
           { "type": "image_generation" }
-        ]
+        ]. Required.
     :vartype tools: list[dict[str, any]]
     """
 
@@ -13950,7 +13952,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
      Literal[\"required\"] type."""
     tools: list[dict[str, Any]] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """A list of tool definitions that the model should be allowed to call. For the Responses API, the
-     list of tool definitions might look like the following. Required.
+     list of tool definitions might look like:
      
      .. code-block:: json
      
@@ -13958,7 +13960,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
           { \"type\": \"function\", \"name\": \"get_weather\" },
           { \"type\": \"mcp\", \"server_label\": \"deepwiki\" },
           { \"type\": \"image_generation\" }
-        ]"""
+        ]. Required."""
 
     @overload
     def __init__(
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 09319efc0d67..64f92690e19f 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -7535,23 +7535,29 @@ def get_session_log_stream(
         Each SSE frame contains:
 
         * `event`: always `"log"`
-        * `data`: a plain-text log line (currently JSON-formatted, but the schema is not contractual and may include additional keys or change format over time; clients should treat it as an opaque string)
+        * `data`: a plain-text log line (currently JSON-formatted, but the schema
+        is not contractual and may include additional keys or change format
+        over time — clients should treat it as an opaque string)
 
         Example SSE frames:
 
         .. code-block::
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port 8088"}
+           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting
+        FoundryCBAgent server on port 8088"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application
+        startup complete."}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully
+        connected to container"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since
+        last 60 seconds"}
 
         The stream remains open until the client disconnects or the server
         terminates the connection. Clients should handle reconnection as needed.
@@ -7593,7 +7599,7 @@ def get_session_log_stream(
         _request.url = self._client.format_url(_request.url, **path_format_arguments)
 
         _decompress = kwargs.pop("decompress", True)
-        _stream = True
+        _stream = kwargs.pop("stream", False)
         pipeline_response: PipelineResponse = self._client._pipeline.run(  # pylint: disable=protected-access
             _request, stream=_stream, **kwargs
         )
@@ -12436,14 +12442,6 @@ def list_memories(
             304: ResourceNotModifiedError,
         }
         error_map.update(kwargs.pop("error_map", {}) or {})
-
-        # BUG? These lines were inside the prepare_request() method. Moved here instead.
-        if body is _Unset:
-            if scope is _Unset:
-                raise TypeError("missing required argument: scope")
-            body = {"scope": scope}
-            body = {k: v for k, v in body.items() if v is not None}
-
         content_type = content_type or "application/json"
         _content = None
         if isinstance(body, (IOBase, bytes)):
@@ -12452,11 +12450,11 @@ def list_memories(
             _content = json.dumps(body, cls=SdkJSONEncoder, exclude_readonly=True)  # type: ignore
 
         def prepare_request(_continuation_token=None):
-            # if body is _Unset:
-            #     if scope is _Unset:
-            #         raise TypeError("missing required argument: scope")
-            #     body = {"scope": scope}
-            #     body = {k: v for k, v in body.items() if v is not None}
+            if body is _Unset:
+                if scope is _Unset:
+                    raise TypeError("missing required argument: scope")
+                body = {"scope": scope}
+                body = {k: v for k, v in body.items() if v is not None}
 
             _request = build_beta_memory_stores_list_memories_request(
                 name=name,
diff --git a/sdk/ai/azure-ai-projects/pyproject.toml b/sdk/ai/azure-ai-projects/pyproject.toml
index 26eac48e1123..6524161e8da2 100644
--- a/sdk/ai/azure-ai-projects/pyproject.toml
+++ b/sdk/ai/azure-ai-projects/pyproject.toml
@@ -14,21 +14,20 @@ name = "azure-ai-projects"
 authors = [
   { name = "Microsoft Corporation", email = "azpysdkhelp@microsoft.com" },
 ]
-description = "Microsoft Corporation Azure AI Projects Client Library for Python"
+description = "Microsoft Corporation Azure Ai Projects Client Library for Python"
 license = "MIT"
 classifiers = [
-    "Development Status :: 5 - Production/Stable",
+    "Development Status :: 4 - Beta",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3 :: Only",
     "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
 ]
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 keywords = ["azure", "azure sdk"]
 
 dependencies = [
@@ -44,7 +43,7 @@ dynamic = [
 ]
 
 [project.urls]
-repository = "https://aka.ms/azsdk/azure-ai-projects-v2/python/code"
+repository = "https://github.com/Azure/azure-sdk-for-python"
 
 [tool.setuptools.dynamic]
 version = {attr = "azure.ai.projects._version.VERSION"}
@@ -52,13 +51,13 @@ readme = {file = ["README.md", "CHANGELOG.md"], content-type = "text/markdown"}
 
 [tool.setuptools.packages.find]
 exclude = [
-    "azure.ai",
-    "azure",
-    "doc*",
-    "generated_samples*",
+    "tests*",
     "generated_tests*",
     "samples*",
-    "tests*",
+    "generated_samples*",
+    "doc*",
+    "azure",
+    "azure.ai",
 ]
 
 [tool.setuptools.package-data]
@@ -69,4 +68,3 @@ verifytypes = false
 
 [tool.azure-sdk-conda]
 in_bundle = false
-
diff --git a/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py b/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py
index af98d794a98d..0e0f776441cf 100644
--- a/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py
+++ b/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py
@@ -18,7 +18,8 @@
 
 from typing import Final
 
-agent_tools_instructions: Final[str] = """
+agent_tools_instructions: Final[str] = (
+    """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for a tool-driven assistant workflow.
 
@@ -43,9 +44,11 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
-memories_instructions: Final[str] = """
+memories_instructions: Final[str] = (
+    """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for a memories workflow.
 
@@ -70,9 +73,11 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
-agents_instructions: Final[str] = """
+agents_instructions: Final[str] = (
+    """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct.
 
@@ -103,9 +108,11 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
-chat_completions_instructions: Final[str] = """
+chat_completions_instructions: Final[str] = (
+    """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for Chat Completions scenarios.
 
@@ -124,9 +131,11 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
-resource_management_instructions: Final[str] = """
+resource_management_instructions: Final[str] = (
+    """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for resource-management samples (for example
 connections, files, and deployments).
@@ -152,9 +161,11 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
-fine_tuning_instructions: Final[str] = """
+fine_tuning_instructions: Final[str] = (
+    """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for a fine-tuning workflow.
 
@@ -178,9 +189,11 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
-evaluations_instructions: Final[str] = """
+evaluations_instructions: Final[str] = (
+    """
 We just ran Python code for an evaluation sample and captured print/log output in an attached log file (TXT).
 Your job: determine if the sample code executed to completion WITHOUT throwing an unhandled exception.
 
@@ -202,9 +215,11 @@
 
 Always respond with `reason` indicating the reason for the response.
 """.strip()
+)
 
 
-hosted_agents_instructions: Final[str] = """
+hosted_agents_instructions: Final[str] = (
+    """
 We just ran Python code for a hosted-agent sample and captured print/log output in an attached log file (TXT).
 Validate whether the sample executed correctly.
 
@@ -226,6 +241,7 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
+)
 
 
 # Folder (under samples/) -> instructions.

From 7a027ee3c71943be81df9cc174cbf4f982391bdf Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 07:35:26 -0700
Subject: [PATCH 3/9] New PostEmitter.ps1

---
 sdk/ai/azure-ai-projects/PostEmitter.ps1 | 117 +++++++++++++++++++++++
 1 file changed, 117 insertions(+)
 create mode 100644 sdk/ai/azure-ai-projects/PostEmitter.ps1

diff --git a/sdk/ai/azure-ai-projects/PostEmitter.ps1 b/sdk/ai/azure-ai-projects/PostEmitter.ps1
new file mode 100644
index 000000000000..c6c9624a8c2a
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/PostEmitter.ps1
@@ -0,0 +1,117 @@
+#
+# To emit from TypeSpec, run this in the current folder: 
+#
+#  tsp-client update --debug  ==> to use the commit mentioned in the local tsp-location.yaml to generate
+#  tsp-client update --debug --save-inputs"  ==> To save the local folder TempTypeSpecFiles
+#  tsp-client update --debug --local-spec-repo <path>" ==> to use your local TypeSpec folder. Path is like:
+#       D:\src\azure-rest-api-specs\specification\ai-foundry\data-plane\Foundry\src\sdk-python-js-azure-ai-projects
+#
+# Then run this script to "fix" the emitted code.
+#
+
+# Revert emitted pyprojects.toml, since it overrides the following changes:
+# - We added "Programming Language :: Python :: 3.14". The emitter removes it.
+# - The emitter uses lower case "i" in "Ai". I want to keep it upper case in the description field: "Microsoft Corporation Azure AI Projects Client Library for Python".
+# - We want a vanity link for the "repository" value, deep linking to the SDK folder (not root of repo): https://aka.ms/azsdk/azure-ai-projects-v2/python/code
+git restore pyproject.toml
+
+
+# Edit both _operations.py files to fix missing Foundry-Features HTTP request header in continued list paging calls. Add:
+#   headers=_headers
+# to the end of each of these lines in the BetaXxxOperations classes (do not do this in GA operations classes!)
+#   "GET", urllib.parse.urljoin(next_link, _parsed_next_link.path), params=_next_request_params
+# In emitted code, these first 7 of those lines are associated with GA operations, so start the replacement
+# from the 8th occurrence onward.
+$gaCount = 7
+$old = [char]34 + 'GET' + [char]34 + ', urllib.parse.urljoin(next_link, _parsed_next_link.path), params=_next_request_params'
+$new = $old + ', headers=_headers'
+foreach ($f in 'azure\ai\projects\aio\operations\_operations.py', 'azure\ai\projects\operations\_operations.py') {
+    $c = Get-Content $f -Raw
+    $parts = $c -split [regex]::Escape($old)
+    $r = $parts[0]
+    for ($i = 1; $i -lt $parts.Length; $i++) {
+        if ($i -le $gaCount) {
+            $r += $old + $parts[$i]
+        } else {
+            $r += $new + $parts[$i]
+        }
+    }
+    Set-Content $f $r -NoNewline
+}
+
+# Force streaming in get_session_log_stream for both sync and async operations.
+$files = 'azure\ai\projects\operations\_operations.py', 'azure\ai\projects\aio\operations\_operations.py'
+foreach ($f in $files) {
+    $lines = Get-Content $f
+    $inFunc = $false
+    for ($i = 0; $i -lt $lines.Length; $i++) {
+        if ($lines[$i] -match '^\s*(async\s+)?def\s+get_session_log_stream\(') {
+            $inFunc = $true
+            continue
+        }
+        if ($inFunc -and $lines[$i] -match '^\s*(async\s+)?def\s+\w+\(') {
+            $inFunc = $false
+        }
+        if ($inFunc -and $lines[$i] -match 'kwargs\.pop\(.+stream.+False\)') {
+            $indent = ([regex]::Match($lines[$i], '^\s*')).Value
+            $lines[$i] = $indent + '_stream = True'
+        }
+    }
+    Set-Content $f $lines
+}
+
+# Fix Sphinx issue in class ToolChoiceAllowed, in "tools" property doc string. The "Required" cannot come at the end of the code-block.
+# move it to the end of the text before the code block, and make sure there are no periods after "]".
+#     .. code-block:: json
+#
+#        [
+#          { "type": "function", "name": "get_weather" },
+#          { "type": "mcp", "server_label": "deepwiki" },
+#          { "type": "image_generation" }
+#        ]. Required.
+(Get-Content azure\ai\projects\models\_models.py) -replace 'Responses API, the list of tool definitions might look like:', 'Responses API, the list of tool definitions might look like the following. Required.' | Set-Content azure\ai\projects\models\_models.py
+(Get-Content azure\ai\projects\models\_models.py) -replace 'list of tool definitions might look like:', 'list of tool definitions might look like the following. Required.' | Set-Content azure\ai\projects\models\_models.py
+(Get-Content azure\ai\projects\models\_models.py) -replace '        \]\. Required\.', '        ]' | Set-Content azure\ai\projects\models\_models.py
+
+# Fix Sphinx docutils warnings in class SessionLogEvent: the generated docstring wraps two long
+# ``data:`` JSON lines mid-string inside a ``.. code-block::`` section. The wrapped continuation
+# lines have wrong indentation (4 spaces instead of 7), causing "unexpected unindent" warnings.
+# Join each broken pair back into one line.
+$f = 'azure\ai\projects\models\_models.py'
+$c = Get-Content $f -Raw
+$c = $c -replace '(Starting server)\r?\n[ \t]+(on port 18080)', '$1 $2'
+$c = $c -replace '(Successfully)\r?\n[ \t]+(connected to container\"})\.?', '$1 $2'
+Set-Content $f $c -NoNewline
+$lines = Get-Content $f
+$out = @()
+foreach ($line in $lines) {
+    if ($line -match '^\s*on port 18080' -and $line -notmatch 'data:') { continue }
+    if ($line -match '^\s*connected to container' -and $line -notmatch 'data:') { continue }
+    if ($line -match '^\s*data: .*2026-03-10T09:33:17.121Z') {
+        $out += ('       ' + $line.TrimStart())
+        continue
+    }
+    if ($line -match '^\s*data: .*2026-03-10T09:34:52.714Z') {
+        $out += ('       ' + $line.TrimStart())
+        continue
+    }
+    $out += $line
+}
+Set-Content $f $out
+
+# Fix Sphinx docutils warnings in get_session_log_stream docstrings (sync + async).
+# The emitter wraps bullet/code-block lines with insufficient indentation.
+$files = 'azure\ai\projects\operations\_operations.py', 'azure\ai\projects\aio\operations\_operations.py'
+foreach ($f in $files) {
+    $c = Get-Content $f -Raw
+    $c = $c -replace 'schema\r?\n\s+is not contractual and may include additional keys or change format\r?\n\s+over time [^\r\n]*clients should treat it as an opaque string\)', 'schema is not contractual and may include additional keys or change format over time; clients should treat it as an opaque string)'
+    $c = $c -replace '(message\":\"Starting)\r?\n\s+(FoundryCBAgent server on port 8088\"})', '$1 $2'
+    $c = $c -replace '(message\":\"INFO: Application)\r?\n\s+(startup complete\.\"})', '$1 $2'
+    $c = $c -replace '(message\":\"Successfully)\r?\n\s+(connected to container\"})', '$1 $2'
+    $c = $c -replace '(message\":\"No logs since)\r?\n\s+(last 60 seconds\"})', '$1 $2'
+    Set-Content $f $c -NoNewline
+}
+
+# Finishing by running 'black' tool to format code. 
+pip install black
+black --config ../../../eng/black-pyproject.toml .

From 9b5480f7c9e488dac17980a4ec3f65503aff5575 Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 07:35:54 -0700
Subject: [PATCH 4/9] delete old script

---
 .../azure-ai-projects/post-emitter-fixes.cmd  | 56 -------------------
 1 file changed, 56 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-projects/post-emitter-fixes.cmd

diff --git a/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd b/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd
deleted file mode 100644
index ac25de27a5a4..000000000000
--- a/sdk/ai/azure-ai-projects/post-emitter-fixes.cmd
+++ /dev/null
@@ -1,56 +0,0 @@
-REM
-REM To emit from TypeSpec, run this in the current folder: 
-REM
-REM   tsp-client update  --debug --local-spec-repo e:\src\azure-rest-api-specs\specification\ai-foundry\data-plane\Foundry
-REM
-REM (replace `e:\src\...` with the local folder containing up to date TypeSpec)
-REM
-REM Then run this script to "fix" the emitted code.
-REM
-
-REM Revert emitted pyprojects.toml, since it overrides the following changes:
-REM - We added "Programming Language :: Python :: 3.14". The emitter removes it.
-REM - The emitter uses lower case "i" in "Ai". I want to keep it upper case in the description field: "Microsoft Corporation Azure AI Projects Client Library for Python".
-REM - We want a vanity link for the "repository" value, deep linking to the SDK folder (not root of repo): https://aka.ms/azsdk/azure-ai-projects-v2/python/code
-git restore pyproject.toml
-
-
-REM Edit both _operations.py files to fix missing Foundry-Features HTTP request header in continued list paging calls. Add:
-REM   headers=_headers
-REM to the end of each of these lines in the BetaXxxOperations classes (do not do this in GA operations classes!)
-REM   "GET", urllib.parse.urljoin(next_link, _parsed_next_link.path), params=_next_request_params
-REM In emitted code, these first 7 of those lines are associated with GA operations, so start the replacement
-REM from the 8th occurrence onward.
-powershell -Command "$gaCount=7; $old=[char]34+'GET'+[char]34+', urllib.parse.urljoin(next_link, _parsed_next_link.path), params=_next_request_params'; $new=$old+', headers=_headers'; foreach ($f in 'azure\ai\projects\aio\operations\_operations.py','azure\ai\projects\operations\_operations.py') { $c=Get-Content $f -Raw; $parts=$c -split [regex]::Escape($old); $r=$parts[0]; for ($i=1; $i -lt $parts.Length; $i++) { if ($i -le $gaCount) { $r+=$old+$parts[$i] } else { $r+=$new+$parts[$i] } }; Set-Content $f $r -NoNewline }"
-
-REM Force streaming in get_session_log_stream for both sync and async operations.
-powershell -Command "$files='azure\ai\projects\operations\_operations.py','azure\ai\projects\aio\operations\_operations.py'; foreach ($f in $files) { $lines=Get-Content $f; $inFunc=$false; for ($i=0; $i -lt $lines.Length; $i++) { if ($lines[$i] -match '^\s*(async\s+)?def\s+get_session_log_stream\(') { $inFunc=$true; continue }; if ($inFunc -and $lines[$i] -match '^\s*(async\s+)?def\s+\w+\(') { $inFunc=$false }; if ($inFunc -and $lines[$i] -match 'kwargs\.pop\(.+stream.+False\)') { $indent=([regex]::Match($lines[$i], '^\s*')).Value; $lines[$i]=$indent + '_stream = True' } }; Set-Content $f $lines }"
-
-REM Fix Sphinx issue in class ToolChoiceAllowed, in "tools" property doc string. The "Required" cannot come at the end of the code-block.
-REM move it to the end of the text before the code block, and make sure there are no periods after "]".
-REM     .. code-block:: json
-REM
-REM        [
-REM          { "type": "function", "name": "get_weather" },
-REM          { "type": "mcp", "server_label": "deepwiki" },
-REM          { "type": "image_generation" }
-REM        ]. Required.
-powershell -Command "(Get-Content azure\ai\projects\models\_models.py) -replace 'Responses API, the list of tool definitions might look like:', 'Responses API, the list of tool definitions might look like the following. Required.' | Set-Content azure\ai\projects\models\_models.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_models.py) -replace 'list of tool definitions might look like:', 'list of tool definitions might look like the following. Required.' | Set-Content azure\ai\projects\models\_models.py"
-powershell -Command "(Get-Content azure\ai\projects\models\_models.py) -replace '        \]\. Required\.', '        ]' | Set-Content azure\ai\projects\models\_models.py"
-
-REM Fix Sphinx docutils warnings in class SessionLogEvent: the generated docstring wraps two long
-REM ``data:`` JSON lines mid-string inside a ``.. code-block::`` section. The wrapped continuation
-REM lines have wrong indentation (4 spaces instead of 7), causing "unexpected unindent" warnings.
-REM Join each broken pair back into one line.
-powershell -Command "$f='azure\ai\projects\models\_models.py'; $c=Get-Content $f -Raw; $c=$c -replace '(Starting server)\r?\n[ \t]+(on port 18080)', '$1 $2'; $c=$c -replace '(Successfully)\r?\n[ \t]+(connected to container\"})\.?', '$1 $2'; Set-Content $f $c -NoNewline; $lines=Get-Content $f; $out=@(); foreach ($line in $lines) { if ($line -match '^\s*on port 18080' -and $line -notmatch 'data:') { continue }; if ($line -match '^\s*connected to container' -and $line -notmatch 'data:') { continue }; if ($line -match '^\s*data: .*2026-03-10T09:33:17.121Z') { $out += ('       ' + $line.TrimStart()); continue }; if ($line -match '^\s*data: .*2026-03-10T09:34:52.714Z') { $out += ('       ' + $line.TrimStart()); continue }; $out += $line }; Set-Content $f $out"
-
-REM Fix Sphinx docutils warnings in get_session_log_stream docstrings (sync + async).
-REM The emitter wraps bullet/code-block lines with insufficient indentation.
-powershell -Command "$files='azure\ai\projects\operations\_operations.py','azure\ai\projects\aio\operations\_operations.py'; foreach ($f in $files) { $c=Get-Content $f -Raw; $c=$c -replace 'schema\r?\n\s+is not contractual and may include additional keys or change format\r?\n\s+over time [^\r\n]*clients should treat it as an opaque string\)', 'schema is not contractual and may include additional keys or change format over time; clients should treat it as an opaque string)'; $c=$c -replace '(message\":\"Starting)\r?\n\s+(FoundryCBAgent server on port 8088\"})', '$1 $2'; $c=$c -replace '(message\":\"INFO: Application)\r?\n\s+(startup complete\.\"})', '$1 $2'; $c=$c -replace '(message\":\"Successfully)\r?\n\s+(connected to container\"})', '$1 $2'; $c=$c -replace '(message\":\"No logs since)\r?\n\s+(last 60 seconds\"})', '$1 $2'; Set-Content $f $c -NoNewline }"
-
-REM Finishing by running 'black' tool to format code. 
-pip install black
-black --config ../../../eng/black-pyproject.toml .
-
-

From 2a4b60f2b785dfc27e5fffe8d9a0781133909dc5 Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 07:39:24 -0700
Subject: [PATCH 5/9] After PostEmitter script

---
 sdk/ai/azure-ai-projects/PostEmitter.ps1      |  3 +-
 .../azure/ai/projects/_utils/utils.py         |  1 -
 .../ai/projects/aio/operations/_operations.py | 18 ++++-------
 .../azure/ai/projects/models/_models.py       | 14 ++++----
 .../ai/projects/operations/_operations.py     | 18 ++++-------
 .../tests/samples/llm_instructions.py         | 32 +++++--------------
 6 files changed, 28 insertions(+), 58 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/PostEmitter.ps1 b/sdk/ai/azure-ai-projects/PostEmitter.ps1
index c6c9624a8c2a..bba7b1714319 100644
--- a/sdk/ai/azure-ai-projects/PostEmitter.ps1
+++ b/sdk/ai/azure-ai-projects/PostEmitter.ps1
@@ -6,7 +6,8 @@
 #  tsp-client update --debug --local-spec-repo <path>" ==> to use your local TypeSpec folder. Path is like:
 #       D:\src\azure-rest-api-specs\specification\ai-foundry\data-plane\Foundry\src\sdk-python-js-azure-ai-projects
 #
-# Then run this script to "fix" the emitted code.
+# Then run this script to "fix" the emitted code:
+#  powershell -ExecutionPolicy Bypass -File PostEmitter.ps1
 #
 
 # Revert emitted pyprojects.toml, since it overrides the following changes:
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py b/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py
index 9ebe3cda3180..c91d6470e2bf 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/_utils/utils.py
@@ -11,7 +11,6 @@
 
 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]]
 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index 7f0eef4078a5..8274ba529518 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -4108,29 +4108,23 @@ async def get_session_log_stream(
         Each SSE frame contains:
 
         * `event`: always `"log"`
-        * `data`: a plain-text log line (currently JSON-formatted, but the schema
-        is not contractual and may include additional keys or change format
-        over time — clients should treat it as an opaque string)
+        * `data`: a plain-text log line (currently JSON-formatted, but the schema is not contractual and may include additional keys or change format over time; clients should treat it as an opaque string)
 
         Example SSE frames:
 
         .. code-block::
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting
-        FoundryCBAgent server on port 8088"}
+           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port 8088"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application
-        startup complete."}
+           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully
-        connected to container"}
+           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since
-        last 60 seconds"}
+           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
 
         The stream remains open until the client disconnects or the server
         terminates the connection. Clients should handle reconnection as needed.
@@ -4172,7 +4166,7 @@ async def get_session_log_stream(
         _request.url = self._client.format_url(_request.url, **path_format_arguments)
 
         _decompress = kwargs.pop("decompress", True)
-        _stream = kwargs.pop("stream", False)
+        _stream = True
         pipeline_response: PipelineResponse = await self._client._pipeline.run(  # pylint: disable=protected-access
             _request, stream=_stream, **kwargs
         )
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
index 2af6c71c616b..e6fb3a3e2bbf 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_models.py
@@ -12699,12 +12699,10 @@ class SessionLogEvent(_Model):
     .. code-block::
 
        event: log
-       data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting server
-    on port 18080"}
+       data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting server on port 18080"}
 
        event: log
-       data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully
-    connected to container"}.
+       data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
 
     :ivar event: The SSE event type. Currently ``log``, but additional event types may be added in
      the future. Clients should ignore unrecognized event types. Required. "log"
@@ -13931,7 +13929,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
      or a Literal["required"] type.
     :vartype mode: str or str
     :ivar tools: A list of tool definitions that the model should be allowed to call. For the
-     Responses API, the list of tool definitions might look like:
+     Responses API, the list of tool definitions might look like the following. Required.
 
      .. code-block:: json
 
@@ -13939,7 +13937,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
           { "type": "function", "name": "get_weather" },
           { "type": "mcp", "server_label": "deepwiki" },
           { "type": "image_generation" }
-        ]. Required.
+        ]
     :vartype tools: list[dict[str, any]]
     """
 
@@ -13952,7 +13950,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
      Literal[\"required\"] type."""
     tools: list[dict[str, Any]] = rest_field(visibility=["read", "create", "update", "delete", "query"])
     """A list of tool definitions that the model should be allowed to call. For the Responses API, the
-     list of tool definitions might look like:
+     list of tool definitions might look like the following. Required.
      
      .. code-block:: json
      
@@ -13960,7 +13958,7 @@ class ToolChoiceAllowed(ToolChoiceParam, discriminator="allowed_tools"):
           { \"type\": \"function\", \"name\": \"get_weather\" },
           { \"type\": \"mcp\", \"server_label\": \"deepwiki\" },
           { \"type\": \"image_generation\" }
-        ]. Required."""
+        ]"""
 
     @overload
     def __init__(
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 64f92690e19f..8fd648a139e3 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -7535,29 +7535,23 @@ def get_session_log_stream(
         Each SSE frame contains:
 
         * `event`: always `"log"`
-        * `data`: a plain-text log line (currently JSON-formatted, but the schema
-        is not contractual and may include additional keys or change format
-        over time — clients should treat it as an opaque string)
+        * `data`: a plain-text log line (currently JSON-formatted, but the schema is not contractual and may include additional keys or change format over time; clients should treat it as an opaque string)
 
         Example SSE frames:
 
         .. code-block::
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting
-        FoundryCBAgent server on port 8088"}
+           data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port 8088"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application
-        startup complete."}
+           data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully
-        connected to container"}
+           data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
 
            event: log
-           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since
-        last 60 seconds"}
+           data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
 
         The stream remains open until the client disconnects or the server
         terminates the connection. Clients should handle reconnection as needed.
@@ -7599,7 +7593,7 @@ def get_session_log_stream(
         _request.url = self._client.format_url(_request.url, **path_format_arguments)
 
         _decompress = kwargs.pop("decompress", True)
-        _stream = kwargs.pop("stream", False)
+        _stream = True
         pipeline_response: PipelineResponse = self._client._pipeline.run(  # pylint: disable=protected-access
             _request, stream=_stream, **kwargs
         )
diff --git a/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py b/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py
index 0e0f776441cf..af98d794a98d 100644
--- a/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py
+++ b/sdk/ai/azure-ai-projects/tests/samples/llm_instructions.py
@@ -18,8 +18,7 @@
 
 from typing import Final
 
-agent_tools_instructions: Final[str] = (
-    """
+agent_tools_instructions: Final[str] = """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for a tool-driven assistant workflow.
 
@@ -44,11 +43,9 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
-memories_instructions: Final[str] = (
-    """
+memories_instructions: Final[str] = """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for a memories workflow.
 
@@ -73,11 +70,9 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
-agents_instructions: Final[str] = (
-    """
+agents_instructions: Final[str] = """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct.
 
@@ -108,11 +103,9 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
-chat_completions_instructions: Final[str] = (
-    """
+chat_completions_instructions: Final[str] = """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for Chat Completions scenarios.
 
@@ -131,11 +124,9 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
-resource_management_instructions: Final[str] = (
-    """
+resource_management_instructions: Final[str] = """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for resource-management samples (for example
 connections, files, and deployments).
@@ -161,11 +152,9 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
-fine_tuning_instructions: Final[str] = (
-    """
+fine_tuning_instructions: Final[str] = """
 We just ran Python code and captured print/log output in an attached log file (TXT).
 Validate whether sample execution/output is correct for a fine-tuning workflow.
 
@@ -189,11 +178,9 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
-evaluations_instructions: Final[str] = (
-    """
+evaluations_instructions: Final[str] = """
 We just ran Python code for an evaluation sample and captured print/log output in an attached log file (TXT).
 Your job: determine if the sample code executed to completion WITHOUT throwing an unhandled exception.
 
@@ -215,11 +202,9 @@
 
 Always respond with `reason` indicating the reason for the response.
 """.strip()
-)
 
 
-hosted_agents_instructions: Final[str] = (
-    """
+hosted_agents_instructions: Final[str] = """
 We just ran Python code for a hosted-agent sample and captured print/log output in an attached log file (TXT).
 Validate whether the sample executed correctly.
 
@@ -241,7 +226,6 @@
 
 Always include `reason` with a concise explanation tied to the observed print output.
 """.strip()
-)
 
 
 # Folder (under samples/) -> instructions.

From 1694b45237bee07fc1d8326ac0b76b5a28a8df75 Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 07:43:17 -0700
Subject: [PATCH 6/9] Restore pyproject.toml

---
 sdk/ai/azure-ai-projects/pyproject.toml | 20 +++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/pyproject.toml b/sdk/ai/azure-ai-projects/pyproject.toml
index 6524161e8da2..26eac48e1123 100644
--- a/sdk/ai/azure-ai-projects/pyproject.toml
+++ b/sdk/ai/azure-ai-projects/pyproject.toml
@@ -14,20 +14,21 @@ name = "azure-ai-projects"
 authors = [
   { name = "Microsoft Corporation", email = "azpysdkhelp@microsoft.com" },
 ]
-description = "Microsoft Corporation Azure Ai Projects Client Library for Python"
+description = "Microsoft Corporation Azure AI Projects Client Library for Python"
 license = "MIT"
 classifiers = [
-    "Development Status :: 4 - Beta",
+    "Development Status :: 5 - Production/Stable",
     "Programming Language :: Python",
     "Programming Language :: Python :: 3 :: Only",
     "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.9"
 keywords = ["azure", "azure sdk"]
 
 dependencies = [
@@ -43,7 +44,7 @@ dynamic = [
 ]
 
 [project.urls]
-repository = "https://github.com/Azure/azure-sdk-for-python"
+repository = "https://aka.ms/azsdk/azure-ai-projects-v2/python/code"
 
 [tool.setuptools.dynamic]
 version = {attr = "azure.ai.projects._version.VERSION"}
@@ -51,13 +52,13 @@ readme = {file = ["README.md", "CHANGELOG.md"], content-type = "text/markdown"}
 
 [tool.setuptools.packages.find]
 exclude = [
-    "tests*",
+    "azure.ai",
+    "azure",
+    "doc*",
+    "generated_samples*",
     "generated_tests*",
     "samples*",
-    "generated_samples*",
-    "doc*",
-    "azure",
-    "azure.ai",
+    "tests*",
 ]
 
 [tool.setuptools.package-data]
@@ -68,3 +69,4 @@ verifytypes = false
 
 [tool.azure-sdk-conda]
 in_bundle = false
+

From bf7da4805ab8093cafa73c2530fb71fae1a4f8db Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 08:30:28 -0700
Subject: [PATCH 7/9] Add comments

---
 sdk/ai/azure-ai-projects/PostEmitter.ps1 | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/sdk/ai/azure-ai-projects/PostEmitter.ps1 b/sdk/ai/azure-ai-projects/PostEmitter.ps1
index bba7b1714319..a3a4f7ce0c4c 100644
--- a/sdk/ai/azure-ai-projects/PostEmitter.ps1
+++ b/sdk/ai/azure-ai-projects/PostEmitter.ps1
@@ -113,6 +113,19 @@ foreach ($f in $files) {
     Set-Content $f $c -NoNewline
 }
 
+# A block of code in the implementation of "list_memories", in both sync 
+# and async _operations.py files, needs to be moved up. It's emitted in the wrong place,
+# in the inline function named "prepare_request". Instead it should be moved up into the
+# main body of the "list_memories" method, just before the line "error_map.update(kwargs.pop("error_map", {}) or {})".
+# If you don't do this, the PR pipeline will show failures in Pyright (`error: "body" is unbound (reportUnboundVariable)`)
+# and some tests will fail. This is the block of code that needs to move up:
+#            if body is _Unset:
+#                if scope is _Unset:
+#                    raise TypeError("missing required argument: scope")
+#                body = {"scope": scope}
+#                body = {k: v for k, v in body.items() if v is not None}
+
+
 # Finishing by running 'black' tool to format code. 
 pip install black
 black --config ../../../eng/black-pyproject.toml .

From a2d49d27a6aca8966062b41f5fcaad40bd2c6244 Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 08:41:47 -0700
Subject: [PATCH 8/9] Add more fix in the script

---
 sdk/ai/azure-ai-projects/PostEmitter.ps1      | 64 ++++++++++++++++++-
 .../ai/projects/aio/operations/_operations.py | 11 ++--
 .../ai/projects/operations/_operations.py     | 11 ++--
 3 files changed, 73 insertions(+), 13 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/PostEmitter.ps1 b/sdk/ai/azure-ai-projects/PostEmitter.ps1
index a3a4f7ce0c4c..cac7cf0aa873 100644
--- a/sdk/ai/azure-ai-projects/PostEmitter.ps1
+++ b/sdk/ai/azure-ai-projects/PostEmitter.ps1
@@ -116,7 +116,7 @@ foreach ($f in $files) {
 # A block of code in the implementation of "list_memories", in both sync 
 # and async _operations.py files, needs to be moved up. It's emitted in the wrong place,
 # in the inline function named "prepare_request". Instead it should be moved up into the
-# main body of the "list_memories" method, just before the line "error_map.update(kwargs.pop("error_map", {}) or {})".
+# main body of the "list_memories" method, right after the line `error_map.update(kwargs.pop("error_map", {}) or {})`.
 # If you don't do this, the PR pipeline will show failures in Pyright (`error: "body" is unbound (reportUnboundVariable)`)
 # and some tests will fail. This is the block of code that needs to move up:
 #            if body is _Unset:
@@ -124,6 +124,68 @@ foreach ($f in $files) {
 #                    raise TypeError("missing required argument: scope")
 #                body = {"scope": scope}
 #                body = {k: v for k, v in body.items() if v is not None}
+# The block inside prepare_request has 12-space indentation; after moving to the main function body it needs 8-space indentation.
+# Strategy: Find the last list_memories method, then do a targeted string replacement that moves the block right after error_map.update.
+$oldPattern = @"
+        error_map.update(kwargs.pop("error_map", {}) or {})
+        content_type = content_type or "application/json"
+        _content = None
+        if isinstance(body, (IOBase, bytes)):
+            _content = body
+        else:
+            _content = json.dumps(body, cls=SdkJSONEncoder, exclude_readonly=True)  # type: ignore
+
+        def prepare_request(_continuation_token=None):
+            if body is _Unset:
+                if scope is _Unset:
+                    raise TypeError("missing required argument: scope")
+                body = {"scope": scope}
+                body = {k: v for k, v in body.items() if v is not None}
+
+            _request = build_beta_memory_stores_list_memories_request(
+"@
+$newPattern = @"
+        error_map.update(kwargs.pop("error_map", {}) or {})
+        if body is _Unset:
+            if scope is _Unset:
+                raise TypeError("missing required argument: scope")
+            body = {"scope": scope}
+            body = {k: v for k, v in body.items() if v is not None}
+        content_type = content_type or "application/json"
+        _content = None
+        if isinstance(body, (IOBase, bytes)):
+            _content = body
+        else:
+            _content = json.dumps(body, cls=SdkJSONEncoder, exclude_readonly=True)  # type: ignore
+
+        def prepare_request(_continuation_token=None):
+            _request = build_beta_memory_stores_list_memories_request(
+"@
+$files = 'azure\ai\projects\operations\_operations.py', 'azure\ai\projects\aio\operations\_operations.py'
+foreach ($f in $files) {
+    $c = Get-Content $f -Raw
+    # Find all occurrences of "def list_memories(" and get the index of the last one
+    $methodMatches = [regex]::Matches($c, 'def list_memories\(')
+    if ($methodMatches.Count -eq 0) { continue }
+    $lastMethodStart = $methodMatches[$methodMatches.Count - 1].Index
+    
+    # Find the pattern to replace - first occurrence after the last list_memories method
+    $patternEscaped = [regex]::Escape($oldPattern)
+    $patternMatches = [regex]::Matches($c, $patternEscaped)
+    $matchToReplace = $null
+    foreach ($m in $patternMatches) {
+        if ($m.Index -gt $lastMethodStart) {
+            $matchToReplace = $m
+            break
+        }
+    }
+    if ($matchToReplace -eq $null) { continue }
+    
+    # Replace only that specific occurrence
+    $c = $c.Substring(0, $matchToReplace.Index) + $newPattern + $c.Substring($matchToReplace.Index + $matchToReplace.Length)
+    
+    Set-Content $f $c -NoNewline
+}
 
 
 # Finishing by running 'black' tool to format code. 
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
index 8274ba529518..6d72581d3585 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/aio/operations/_operations.py
@@ -9013,6 +9013,11 @@ def list_memories(
             304: ResourceNotModifiedError,
         }
         error_map.update(kwargs.pop("error_map", {}) or {})
+        if body is _Unset:
+            if scope is _Unset:
+                raise TypeError("missing required argument: scope")
+            body = {"scope": scope}
+            body = {k: v for k, v in body.items() if v is not None}
         content_type = content_type or "application/json"
         _content = None
         if isinstance(body, (IOBase, bytes)):
@@ -9021,12 +9026,6 @@ def list_memories(
             _content = json.dumps(body, cls=SdkJSONEncoder, exclude_readonly=True)  # type: ignore
 
         def prepare_request(_continuation_token=None):
-            if body is _Unset:
-                if scope is _Unset:
-                    raise TypeError("missing required argument: scope")
-                body = {"scope": scope}
-                body = {k: v for k, v in body.items() if v is not None}
-
             _request = build_beta_memory_stores_list_memories_request(
                 name=name,
                 kind=kind,
diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
index 8fd648a139e3..2ca2deb79964 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/operations/_operations.py
@@ -12436,6 +12436,11 @@ def list_memories(
             304: ResourceNotModifiedError,
         }
         error_map.update(kwargs.pop("error_map", {}) or {})
+        if body is _Unset:
+            if scope is _Unset:
+                raise TypeError("missing required argument: scope")
+            body = {"scope": scope}
+            body = {k: v for k, v in body.items() if v is not None}
         content_type = content_type or "application/json"
         _content = None
         if isinstance(body, (IOBase, bytes)):
@@ -12444,12 +12449,6 @@ def list_memories(
             _content = json.dumps(body, cls=SdkJSONEncoder, exclude_readonly=True)  # type: ignore
 
         def prepare_request(_continuation_token=None):
-            if body is _Unset:
-                if scope is _Unset:
-                    raise TypeError("missing required argument: scope")
-                body = {"scope": scope}
-                body = {k: v for k, v in body.items() if v is not None}
-
             _request = build_beta_memory_stores_list_memories_request(
                 name=name,
                 kind=kind,

From 618d1c6dc9a3d27926dc440e71ee2cfc07b91c53 Mon Sep 17 00:00:00 2001
From: Darren Cohen <39422044+dargilco@users.noreply.github.com>
Date: Tue, 16 Jun 2026 10:33:25 -0700
Subject: [PATCH 9/9] Update api.md

---
 sdk/ai/azure-ai-projects/api.md           | 4 ++--
 sdk/ai/azure-ai-projects/api.metadata.yml | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/api.md b/sdk/ai/azure-ai-projects/api.md
index 657edf783e06..aa20e54a46e6 100644
--- a/sdk/ai/azure-ai-projects/api.md
+++ b/sdk/ai/azure-ai-projects/api.md
@@ -6954,14 +6954,14 @@ namespace azure.ai.projects.models
 
 
     class azure.ai.projects.models.OptimizationInlineDatasetInput(OptimizationDatasetInput, discriminator='inline'):
-        items_property: list[OptimizationDatasetItem]
+        dataset_items: list[OptimizationDatasetItem]
         type: Literal[OptimizationDatasetInputType.INLINE]
 
         @overload
         def __init__(
                 self, 
                 *, 
-                items_property: list[OptimizationDatasetItem]
+                dataset_items: list[OptimizationDatasetItem]
             ) -> None: ...
 
         @overload
diff --git a/sdk/ai/azure-ai-projects/api.metadata.yml b/sdk/ai/azure-ai-projects/api.metadata.yml
index f930bb0f724f..881bafc80613 100644
--- a/sdk/ai/azure-ai-projects/api.metadata.yml
+++ b/sdk/ai/azure-ai-projects/api.metadata.yml
@@ -1,3 +1,3 @@
-apiMdSha256: 21533487ff2217a30e5e9e61194466340ea4be034aef29cc66784996eaa298d0
+apiMdSha256: f4c05c4124d4d6f1d59ec55aefc17f8184427317294f3a526d8d98d6133c35d8
 parserVersion: 0.3.28
 pythonVersion: 3.14.3