[Azure.AI.Projects] Beta 11 Changes (Azure#52062)

* Sramsey/datasets (Azure#50459)

* regenerate code based on commit 06308c14162a70091d5ea4b079ae8740383a9e00
* change return type of `UploadFile` and `UploadFolder` from Response to DatasetVersion to better align with python + js
* add connectionName input for `UploadFile` and `UploadFolder`
* update snippets + api

* add datasets regex filter (Azure#50649)

* add optional regex filter for UploadFolder
* update samples/api

* regenerate code / remove body from datasets (Azure#50767)

* regenerate code / remove body from datasets

* update changelog

* [Azure.AI.Projects] Remove Inference related code (Azure#50774)

* Remove Inference related code. Modify samples to just use the base Inference client, by modifying the project endpoint

Signed-off-by: trangevi <[email protected]>

* missed the package dependency

Signed-off-by: trangevi <[email protected]>

* Missed an import

Signed-off-by: trangevi <[email protected]>

* Update snippets. Update readme

Signed-off-by: trangevi <[email protected]>

* API updates

Signed-off-by: trangevi <[email protected]>

* snippet fixes

Signed-off-by: trangevi <[email protected]>

---------

Signed-off-by: trangevi <[email protected]>

* change string to uri (Azure#50831)

* change DataUri, BlobUri, and SasUri from type string to uri, update references
* update api to reflect changes

* replace GetClient() with properties (Azure#50893)

* add functionality to use `Connections`, `Datasets`, `Deployments`, and `Indexes` properties instead of `GetConnectionsClient()`, `GetDatasetsClient()`, `GetDeploymentsClient()`, and `GetIndexesClient()`
* update changelog, samples, and api
* still left to do: mark `GetConnectionsClient()`, `GetDatasetsClient()`, `GetDeploymentsClient()`, and `GetIndexesClient()` as internal

* change Get*Client() functions to internal (Azure#50943)

* update custom code for `GetConnectionsClient()`, `GetDatasetsClient()`, `GetDeploymentsClient()`, `GetEvaluationsClient()`, `GetIndexesClient()`, and `GetRedteamsClient()` to be internal
* update api and samples
* emitted the code with `generate-sample-project: false`, so that Generated/Docs and Generated/Samples would not be generated to use internal functions

* add GetModelDeployment (Azure#50964)

* rename connection, index, SasCredential, Sku (Azure#50997)

* rename connection, index, SasCredential, Sku

* update changelog

* rename deployment (Azure#51000)

* Add aoai embeddings (Azure#51095)

* add aoai text embeddings

* update model_deployment_name

* Additional fixes for dataset upload (Azure#51138)

* Fix authentication on data sets

* Allow entra ID auth if SAS is not available

* Initial SCM change (Azure#51196)

* emit code with SCM

* update custom code for SCM

* update samples

* update api

* address comments

* Clean up code (Azure#51310)

* Uncomment Inference (Azure#51317)

* [AI Projects] Datasets fixes (Azure#51391)

* Update sample for consistency. Remove todo messages. Update generated code to not fail on 200 from delete

Signed-off-by: trangevi <[email protected]>

* Update snippets

Signed-off-by: trangevi <[email protected]>

---------

Signed-off-by: trangevi <[email protected]>

* [AI Projects] Regenerate code after typespec renames (Azure#51424)

* Regen and test fixes from regen

Signed-off-by: trangevi <[email protected]>

* Codechecks fixes

Signed-off-by: trangevi <[email protected]>

* Accidentally committed

Signed-off-by: trangevi <[email protected]>

---------

Signed-off-by: trangevi <[email protected]>

* [AI.Projects] More work towards stable (Azure#51431)

* Changelog updates. AOAI method renames

Signed-off-by: trangevi <[email protected]>

* CodeCheck updates

Signed-off-by: trangevi <[email protected]>

* Update version

Signed-off-by: trangevi <[email protected]>

* Some updates based on feedback

Signed-off-by: trangevi <[email protected]>

* CodeChecks updates

Signed-off-by: trangevi <[email protected]>

---------

Signed-off-by: trangevi <[email protected]>

* Changelog for AOAI Client change

* [Azure.AI.Projects] Addressing Typespec comments (Azure#51677)

* Lots of renaming. All subclient classes are now appended with "Operations". All operations methods now include the object which they are handling.
* Added back preview functionality so we can do another beta release.
* Updated some custom methods to properly pass through all parameters to underlying generated code
* Some code restructuring to properly fit dotnet standards
* Updated CODEOWNERS to add a few more people on our team

Signed-off-by: trangevi <[email protected]>

* Regenerate after merge from main

Signed-off-by: trangevi <[email protected]>

* Minor fixes in AIProjectClient.
Mark ClientConnectionProvider required methods hidden

Signed-off-by: trangevi <[email protected]>

* Fix some incorrect removals

Signed-off-by: trangevi <[email protected]>

* Code checks

Signed-off-by: trangevi <[email protected]>

* Fix evaluations sample

Signed-off-by: trangevi <[email protected]>

* Update changelog to mention SCM switch.

Signed-off-by: trangevi <[email protected]>

---------

Signed-off-by: trangevi <[email protected]>
Co-authored-by: sophia-ramsey <[email protected]>
Co-authored-by: Nikolay Rovinskiy <[email protected]>

Author: 3 people

.github/CODEOWNERS

@@ -98,10 +98,10 @@
 # ServiceOwners:                                                   @trangevi @dargilco @jhakulin @glharper
 
 # PRLabel: %AI Projects
-/sdk/ai/Azure.AI.Projects                                          @jhakulin @nick863
+/sdk/ai/Azure.AI.Projects                                          @dargilco @jhakulin @nick863 @trangevi
 
 # ServiceLabel: %AI Projects
-# ServiceOwners:                                                   @dargilco @jhakulin @nick863
+# ServiceOwners:                                                   @dargilco @jhakulin @nick863 @trangevi
 
 # ServiceLabel: %AKS
 # ServiceOwners:                                                   @Azure/aks-pm

sdk/ai/Azure.AI.Projects/.gitignore

@@ -0,0 +1 @@
+*.runsettings

sdk/ai/Azure.AI.Projects/CHANGELOG.md

@@ -3,12 +3,19 @@
 ## 1.0.0-beta.11 (Unreleased)
 
 ### Features Added
+* Added a constructor for `AIProjectClient` which takes a `System.ClientModel.AuthenticationTokenProvider` object for authentication. We will be switching away from `Azure.Core.TokenCredential` with the upcoming stable release.
 
 ### Breaking Changes
-
-### Bugs Fixed
-
-### Other Changes
+* Class changes:
+  * `AIDeployment` has been renamed `AssetDeployment`
+  * `AssetCredentialResponse` has been renamed `DatasetCredential`
+  * `DatasetIndex` has been renamed `SearchIndex`
+  * `PendingUploadRequest` has been renamed `PendingUploadConfiguration`
+  * `PendingUploadResponse` has been renamed `PendingUploadResult`
+* In `Datasets`, methods `PendingUpload` and `PendingUploadAsync`, argument `body` was replaced with `configuration`
+* `GetAzureOpenAIChatClient` and `GetAzureOpenAIEmbeddingClient` methods have been removed and replaced with a single `GetOpenAIClient` method. This method returns an OpenAI client which has properties for accessing individual operation clients. More information is available in the `Inference` samples.
+* All operations methods have been renamed to include the object the operation is for. For example, `Connections.GetDefault` has been renamed to `Connections.GetDefaultConnection`, and `Datasets.Get` has been renamed to `Datasets.GetDatasets`.
+* `Deployments.GetModelDeployment` and `Deployments.GetModelDeploymentAsync` methods have been removed. Use `Deployments.GetDeployment` and `Deployments.GetDeploymentAsync` instead.`
 
 ## 1.0.0-beta.10 (2025-07-11)
 

sdk/ai/Azure.AI.Projects/README.md

@@ -164,8 +164,9 @@ var endpoint = System.Environment.GetEnvironmentVariable("PROJECT_ENDPOINT");
 var modelDeploymentName = System.Environment.GetEnvironmentVariable("MODEL_DEPLOYMENT_NAME");
 var connectionName = System.Environment.GetEnvironmentVariable("CONNECTION_NAME");
 Console.WriteLine("Create the Azure OpenAI chat client");
-AIProjectClient projectClient = new AIProjectClient(new Uri(endpoint), new DefaultAzureCredential());
-ChatClient chatClient = projectClient.GetAzureOpenAIChatClient(deploymentName: modelDeploymentName, connectionName: connectionName, apiVersion: null);
+AIProjectClient projectClient = new(new Uri(endpoint), new DefaultAzureCredential());
+AzureOpenAIClient azureOpenAIClient = (AzureOpenAIClient)projectClient.GetOpenAIClient(connectionName: connectionName, apiVersion: null);
+ChatClient chatClient = azureOpenAIClient.GetChatClient(deploymentName: modelDeploymentName);
 
 Console.WriteLine("Complete a chat");
 ChatCompletion result = chatClient.CompleteChat("List all the rainbow colors");
@@ -212,22 +213,23 @@ The code below shows some Deployments operations, which allow you to enumerate t
 var endpoint = System.Environment.GetEnvironmentVariable("PROJECT_ENDPOINT");
 var modelDeploymentName = System.Environment.GetEnvironmentVariable("MODEL_DEPLOYMENT_NAME");
 var modelPublisher = System.Environment.GetEnvironmentVariable("MODEL_PUBLISHER");
-AIProjectClient projectClient = new(new Uri(endpoint), new DefaultAzureCredential());
+
+AIProjectClient projectClient = new AIProjectClient(new Uri(endpoint), new DefaultAzureCredential());
 
 Console.WriteLine("List all deployments:");
-foreach (AIDeployment deployment in projectClient.Deployments.GetDeployments())
+foreach (AssetDeployment deployment in projectClient.Deployments.GetDeployments())
 {
     Console.WriteLine(deployment);
 }
 
 Console.WriteLine($"List all deployments by the model publisher `{modelPublisher}`:");
-foreach (AIDeployment deployment in projectClient.Deployments.GetDeployments(modelPublisher: modelPublisher))
+foreach (AssetDeployment deployment in projectClient.Deployments.GetDeployments(modelPublisher: modelPublisher))
 {
     Console.WriteLine(deployment);
 }
 
 Console.WriteLine($"Get a single model deployment named `{modelDeploymentName}`:");
-ModelDeployment deploymentDetails = projectClient.Deployments.GetModelDeployment(modelDeploymentName);
+ModelDeployment deploymentDetails = (ModelDeployment)projectClient.Deployments.GetDeployment(modelDeploymentName);
 Console.WriteLine(deploymentDetails);
 ```
 
@@ -254,19 +256,19 @@ foreach (ConnectionProperties connection in projectClient.Connections.GetConnect
 }
 
 Console.WriteLine($"Get the properties of a connection named `{connectionName}`:");
-ConnectionProperties specificConnection = projectClient.Connections.Get(connectionName, includeCredentials: false);
+ConnectionProperties specificConnection = projectClient.Connections.GetConnection(connectionName, includeCredentials: false);
 Console.WriteLine(specificConnection);
 
 Console.WriteLine("Get the properties of a connection with credentials:");
-ConnectionProperties specificConnectionCredentials = projectClient.Connections.Get(connectionName, includeCredentials: true);
+ConnectionProperties specificConnectionCredentials = projectClient.Connections.GetConnection(connectionName, includeCredentials: true);
 Console.WriteLine(specificConnectionCredentials);
 
 Console.WriteLine($"Get the properties of the default connection:");
-ConnectionProperties defaultConnection = projectClient.Connections.GetDefault(includeCredentials: false);
+ConnectionProperties defaultConnection = projectClient.Connections.GetDefaultConnection(includeCredentials: false);
 Console.WriteLine(defaultConnection);
 
 Console.WriteLine($"Get the properties of the default connection with credentials:");
-ConnectionProperties defaultConnectionCredentials = projectClient.Connections.GetDefault(includeCredentials: true);
+ConnectionProperties defaultConnectionCredentials = projectClient.Connections.GetDefaultConnection(includeCredentials: true);
 Console.WriteLine(defaultConnectionCredentials);
 ```
 
@@ -282,9 +284,10 @@ var datasetVersion1 = System.Environment.GetEnvironmentVariable("DATASET_VERSION
 var datasetVersion2 = System.Environment.GetEnvironmentVariable("DATASET_VERSION_2") ?? "2.0";
 var filePath = System.Environment.GetEnvironmentVariable("SAMPLE_FILE_PATH") ?? "sample_folder/sample_file1.txt";
 var folderPath = System.Environment.GetEnvironmentVariable("SAMPLE_FOLDER_PATH") ?? "sample_folder";
-AIProjectClient projectClient = new(new Uri(endpoint), new DefaultAzureCredential());
 
-Console.WriteLine($"Uploading a single file to create Dataset version {datasetVersion1}:");
+AIProjectClient projectClient = new AIProjectClient(new Uri(endpoint), new DefaultAzureCredential());
+
+Console.WriteLine($"Uploading a single file to create Dataset with name {datasetName} and version {datasetVersion1}:");
 FileDatasetVersion fileDataset = projectClient.Datasets.UploadFile(
     name: datasetName,
     version: datasetVersion1,
@@ -305,27 +308,28 @@ Console.WriteLine(folderDataset);
 
 Console.WriteLine($"Retrieving Dataset version {datasetVersion1}:");
 DatasetVersion dataset = projectClient.Datasets.GetDataset(datasetName, datasetVersion1);
-Console.WriteLine(dataset);
+Console.WriteLine(dataset.Id);
 
 Console.WriteLine($"Retrieving credentials of Dataset {datasetName} version {datasetVersion1}:");
-AssetCredentialResponse credentials = projectClient.Datasets.GetCredentials(datasetName, datasetVersion1);
+DatasetCredential credentials = projectClient.Datasets.GetCredentials(datasetName, datasetVersion1);
 Console.WriteLine(credentials);
 
 Console.WriteLine($"Listing all versions for Dataset '{datasetName}':");
-foreach (DatasetVersion ds in projectClient.Datasets.GetVersions(datasetName))
+foreach (DatasetVersion ds in projectClient.Datasets.GetDatasetVersions(datasetName))
 {
     Console.WriteLine(ds);
     Console.WriteLine(ds.Version);
 }
 
 Console.WriteLine($"Listing latest versions for all datasets:");
-foreach (DatasetVersion ds in projectClient.Datasets.GetDatasetVersions())
+foreach (DatasetVersion ds in projectClient.Datasets.GetDatasets())
 {
-    Console.WriteLine(ds);
+    Console.WriteLine($"{ds.Name}, {ds.Version}, {ds.Id}");
 }
 
 Console.WriteLine($"Deleting Dataset versions {datasetVersion1} and {datasetVersion2}:");
 projectClient.Datasets.Delete(datasetName, datasetVersion1);
+
 projectClient.Datasets.Delete(datasetName, datasetVersion2);
 ```
 
@@ -339,37 +343,38 @@ var indexName = Environment.GetEnvironmentVariable("INDEX_NAME") ?? "my-index";
 var indexVersion = Environment.GetEnvironmentVariable("INDEX_VERSION") ?? "1.0";
 var aiSearchConnectionName = Environment.GetEnvironmentVariable("AI_SEARCH_CONNECTION_NAME") ?? "my-ai-search-connection-name";
 var aiSearchIndexName = Environment.GetEnvironmentVariable("AI_SEARCH_INDEX_NAME") ?? "my-ai-search-index-name";
+
 AIProjectClient projectClient = new(new Uri(endpoint), new DefaultAzureCredential());
 
-RequestContent content = RequestContent.Create(new
+BinaryContent content = BinaryContent.Create(BinaryData.FromObjectAsJson(new
 {
     connectionName = aiSearchConnectionName,
     indexName = aiSearchIndexName,
     type = "AzureSearch",
     description = "Sample Index for testing",
     displayName = "Sample Index"
-});
+}));
 
 Console.WriteLine($"Create an Index named `{indexName}` referencing an existing AI Search resource:");
-var index = projectClient.Indexes.CreateOrUpdate(
+SearchIndex index = (SearchIndex)projectClient.Indexes.CreateOrUpdate(
     name: indexName,
     version: indexVersion,
     content: content
 );
 Console.WriteLine(index);
 
 Console.WriteLine($"Get an existing Index named `{indexName}`, version `{indexVersion}`:");
-DatasetIndex retrievedIndex = projectClient.Indexes.GetIndex(name: indexName, version: indexVersion);
+SearchIndex retrievedIndex = projectClient.Indexes.GetIndex(name: indexName, version: indexVersion);
 Console.WriteLine(retrievedIndex);
 
 Console.WriteLine($"Listing all versions of the Index named `{indexName}`:");
-foreach (DatasetIndex version in projectClient.Indexes.GetVersions(name: indexName))
+foreach (SearchIndex version in projectClient.Indexes.GetIndexVersions(name: indexName))
 {
     Console.WriteLine(version);
 }
 
 Console.WriteLine($"Listing all Indices:");
-foreach (DatasetIndex version in projectClient.Indexes.GetIndices())
+foreach (SearchIndex version in projectClient.Indexes.GetIndexes())
 {
     Console.WriteLine(version);
 }
@@ -387,7 +392,7 @@ try
 {
     projectClient.Datasets.GetDataset("non-existent-dataset-name", "non-existent-dataset-version");
 }
-catch (RequestFailedException ex) when (ex.Status == 404)
+catch (ClientResultException ex) when (ex.Status == 404)
 {
     Console.WriteLine($"Exception status code: {ex.Status}");
     Console.WriteLine($"Exception message: {ex.Message}");