Azure · dargilco · May 20, 2026 · May 19, 2026 · May 19, 2026 · May 20, 2026
@@ -91,7 +91,17 @@ Note:
 
 ---
 
-## Step 5: Commit and push
+## Step 5: Revert changes to file pyproject.toml
+
+After the emit, there will be changes to `pyproject.toml` that are not needed. Revert any changes to `pyproject.toml` by running:
+
+```
+git restore pyproject.toml
+```
+
+---
+
+## Step 6: Commit and push
 
 Stage all changes (excluding file names that start with `.env`), commit, and push the topic branch:
 
@@ -105,7 +115,7 @@ git push -u origin <topic-branch>
 
 ---
 
-## Step 6: Run post-emitter fixes
+## Step 7: Run post-emitter fixes
 
 After a successful emit, run the post-emitter fix script located in the `sdk/ai/azure-ai-projects` folder:
 
@@ -119,7 +129,7 @@ This script applies azure-ai-projects-specific corrections to the emitted code (
 
 ---
 
-## Step 7: Commit and push
+## Step 8: Commit and push
 
 Stage all changes (excluding file names that start with `.env`), commit, and push the topic branch:
 
@@ -133,7 +143,7 @@ git push -u origin <topic-branch>
 
 ---
 
-## Step 8: Fix patched code related to preview feature headers
+## Step 9: Fix patched code related to preview feature headers
 
 The emitted code may have introduced another beta sub-client (a new property on class `BetaOperations`). It may have also added another enum value to the existing internal class `_FoundryFeaturesOptInKeys`. This means that the client library needs to set a new HTTP request header when making REST API calls to the service, to opt-in to the new service features which are still in preview. If that's the case, do the following:
 
@@ -149,7 +159,7 @@ Important: Under the `azure\ai\projects` folder, you are only allowed to edit Py
 
 ---
 
-## Step 9: Update samples and tests
+## Step 10: Update samples and tests
 
 If there were any breaking changes in existing APIs, like class or method renames:
 * update the patched code accordingly in the client library to reflect those changes. Changes should be made to Python source file names that start with "_patch", under the `azure\ai\projects` folder.
@@ -158,13 +168,13 @@ If there were any breaking changes in existing APIs, like class or method rename
 
 ---
 
-## Step 10: Install package from sources
+## Step 11: Install package from sources
 
 In the folder `sdk\ai\azure-ai-projects`, run `pip install -e .` to install the package from sources. If there are any errors, stop and report the error to the user. Do not continue.
 
 ---
 
-## Step 11: Update CHANGELOG.md
+## Step 12: Update CHANGELOG.md
 
 Use the **`azsdk-common-generate-sdk-locally`** skill's changelog capability (`azsdk_package_update_changelog_content`) to update `CHANGELOG.md` in the `sdk/ai/azure-ai-projects` folder with a summary of changes from the TypeSpec emit. Some guidelines to follow:
 * Start by examining the public SDK API surface of the latest released version of the azure-ai-projects package. The source code for this version can be found in the Main branch of the `azure-sdk-for-python` repository, in the folder `sdk\ai\azure-ai-projects`. 
@@ -175,7 +185,7 @@ Use the **`azsdk-common-generate-sdk-locally`** skill's changelog capability (`a
 
 ---
 
-## Step 12: Commit and push
+## Step 13: Commit and push
 
 Stage all changes (excluding file names that start with `.env`), commit, and push the topic branch:
 
@@ -189,7 +199,7 @@ git push -u origin <topic-branch>
 
 ---
 
-## Step 13: Create a Pull Request
+## Step 14: Create a Pull Request
 
 Create a draft PR from the **topic branch** to the **base branch** (recorded in Step 2):
 
@@ -206,7 +216,7 @@ Open a new tab in the default browser and navigate to the PR URL.
 
 ---
 
-## Step 14: Optionally run tests locally
+## Step 15: Optionally run tests locally
 
 Prompt the user with this message: "Tests will run as part of the Pull Request. However, you can optionally run tests locally in a Python virtual environment, right now. It will take a few minutes. Do you want to run tests locally? (yes/no)"
 

@@ -1,16 +1,25 @@
 # Release History
 
-## 2.3.0 (Unreleased)
+## 2.2.0 (Unreleased)
 
 ### Features Added
 
-* New Agent tool `FabricIQPreviewTool`.
-* New Agent tool `ToolboxSearchPreviewTool`.
-* New optional string properties `description` and `name` added to Agent tools which did not have them before.
+* Support integration of external Agents (in preview). See new `ExternalAgentDefinition` class.
+* New Agent tool in preview `FabricIQPreviewTool`.
+* New Agent tool in preview `ToolboxSearchPreviewTool`.
+* New optional string properties `description` and `name` added to Agent tools classes which did not have them before.
+* New optional `tool_configs` added to Agent tool classes.
 * New `.beta.datasets` sub-client with data generation job operations: `create_generation_job`, `get_generation_job`, `list_generation_jobs`, `cancel_generation_job`, `delete_generation_job`.
-* 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 `.beta.models` sub-client to handle AI model weights: `list_versions`, `list`, `get`, `delete`, `update`, `create_async`, `pending_upload`, `get_credentials`.
+* New `.beta.routines` sub-client with routine operations: `create_or_update`, `get`, `enable`, `disable`, `list`, `delete`, `list_runs`, `dispatch_async`.
+* New methods on `.beta.evaluators` for evaluator generation jobs: `create_generation_job`, `get_generation_job`, `list_generation_jobs`, `cancel_generation_job`, `delete_generation_job`.
+* New methods on `.beta.agents` for code-based hosted agents: `create_version_from_code`, `download_agent_code`.
+* New methods on `.beta.agents` for optimization jobs: `create_optimization_job`, `get_optimization_job`, `list_optimization_jobs`, `cancel_optimization_job`, `list_optimization_candidates`.
+* New methods on `.beta.memory_stores` to handle individual memory items:`.beta.memory_stores`: `get_memory`, `delete_memory`.
 * New read-only property `content_hash` on `CodeConfiguration`, returning the SHA-256 hex digest of the uploaded code zip.
+* New optional `force` parameter on `agents.delete` and `agents.delete_version` methods.
+* New optional `blueprint_reference` parameters on `agents.create_version` method.
+
 
 ### Breaking Changes
 
@@ -27,6 +36,8 @@ Breaking changes in beta classes:
 * Renamed class `SessionDirectoryListResponse` to `SessionDirectoryListResult`.
 * Renamed class `SessionFileWriteResponse` to `SessionFileWriteResult`.
 * Renamed class `SkillObject` to `SkillDetails`.
+* Renamed class `Target` to `EvaluationTarget`.
+* Renamed class `TargetConfig` to `RedTeamTargetConfig`.
 * Removed class `FabricIQPreviewToolParameters`.
 * Removed class `WorkIQPreviewToolParameters`.