Remove links to ai-samples repo

src/Libraries/Microsoft.Extensions.AI.Evaluation.Console/README.md

@@ -43,10 +43,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation.NLP/README.md

@@ -43,10 +43,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation.Quality/README.md

@@ -43,10 +43,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation.Reporting.Azure/README.md

@@ -43,10 +43,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation.Reporting/CSharp/README.md

@@ -43,10 +43,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation.Reporting/TypeScript/azure-devops-report/overview.md

@@ -12,7 +12,7 @@ This extension publishes a `PublishAIEvaluationReport` task that will publish th
   - task: PublishAIEvaluationReport@0
     displayName: 'Publish AI Evaluation Data'
     inputs:
-      reportFile: '$(build-artifacts)\report.json'     
+      reportFile: '$(build-artifacts)\report.json'
 ```
 
 If your pipeline restricts uploading attachments from a task, you can disable the attachment upload feature and use a different method to upload the report data. You should still include `PublishAIEvaluationReport` task as it will trigger the display of the reporting tab. When using this method, the attachment must be uploaded to the pipeline with `type=ai-eval-report-json` and `name=ai-eval-report`.
@@ -68,10 +68,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation.Safety/README.md

@@ -43,10 +43,13 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
 ## Feedback & Contributing
 

src/Libraries/Microsoft.Extensions.AI.Evaluation/README.md

@@ -43,11 +43,14 @@ You can optionally add the `Microsoft.Extensions.AI.Evaluation.Reporting.Azure`
 dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
 ```
 
-## Usage Examples
+## Usage examples
 
-For a comprehensive tour of all the functionality, concepts and APIs available in the `Microsoft.Extensions.AI.Evaluation` libraries, check out the [API Usage Examples](https://github.com/dotnet/ai-samples/blob/main/src/microsoft-extensions-ai-evaluation/api/) available in the [dotnet/ai-samples](https://github.com/dotnet/ai-samples) repo. These examples are structured as a collection of unit tests. Each unit test showcases a specific concept or API, and builds on the concepts and APIs showcased in previous unit tests.
+For `Microsoft.Extensions.AI.Evaluation` library usage examples, see the following tutorials:
 
+* [Quickstart: Evaluate response quality](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response)
+* [Tutorial: Evaluate response quality with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting)
+* [Tutorial: Evaluate response safety with caching and reporting](https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety)
 
-## Feedback & Contributing
+## Feedback & contributing
 
 We welcome feedback and contributions in [our GitHub repo](https://github.com/dotnet/extensions).