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AI evaluation docs freshness pass: update dates, ai-usage metadata, package flags, and NuGet versions (#52000)
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‎docs/ai/evaluation/evaluate-ai-response.md‎

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---
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title: Quickstart - Evaluate the quality of a model's response
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description: Learn how to create an MSTest app to evaluate the AI chat response of a language model.
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ms.date: 03/18/2025
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ms.date: 03/03/2026
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ms.topic: quickstart
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ai-usage: ai-assisted
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---
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# Quickstart: Evaluate response quality
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dotnet add package Microsoft.Extensions.AI.Abstractions
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dotnet add package Microsoft.Extensions.AI.Evaluation
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dotnet add package Microsoft.Extensions.AI.Evaluation.Quality
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dotnet add package Microsoft.Extensions.AI.OpenAI --prerelease
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dotnet add package Microsoft.Extensions.AI.OpenAI
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dotnet add package Microsoft.Extensions.Configuration
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dotnet add package Microsoft.Extensions.Configuration.UserSecrets
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```

‎docs/ai/evaluation/evaluate-safety.md‎

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title: Tutorial - Evaluate response safety with caching and reporting
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description: Create an MSTest app that evaluates the content safety of a model's response using the evaluators in the Microsoft.Extensions.AI.Evaluation.Safety package and with caching and reporting.
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ms.date: 05/12/2025
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ms.date: 03/03/2026
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ms.topic: tutorial
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ai-usage: ai-assisted
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---
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# Tutorial: Evaluate response safety with caching and reporting
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dotnet add package Microsoft.Extensions.AI.Evaluation
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dotnet add package Microsoft.Extensions.AI.Evaluation.Reporting
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dotnet add package Microsoft.Extensions.AI.Evaluation.Safety --prerelease
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dotnet add package Microsoft.Extensions.AI.OpenAI --prerelease
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dotnet add package Microsoft.Extensions.AI.OpenAI
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dotnet add package Microsoft.Extensions.Configuration
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dotnet add package Microsoft.Extensions.Configuration.UserSecrets
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```

‎docs/ai/evaluation/evaluate-with-reporting.md‎

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---
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title: Tutorial - Evaluate response quality with caching and reporting
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description: Create an MSTest app to evaluate the response quality of a language model, add a custom evaluator, and learn how to use the caching and reporting features of Microsoft.Extensions.AI.Evaluation.
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ms.date: 05/09/2025
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ms.date: 03/03/2026
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ms.topic: tutorial
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ai-usage: ai-assisted
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---
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# Tutorial: Evaluate response quality with caching and reporting
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dotnet add package Microsoft.Extensions.AI.Evaluation
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dotnet add package Microsoft.Extensions.AI.Evaluation.Quality
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dotnet add package Microsoft.Extensions.AI.Evaluation.Reporting
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dotnet add package Microsoft.Extensions.AI.OpenAI --prerelease
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dotnet add package Microsoft.Extensions.AI.OpenAI
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dotnet add package Microsoft.Extensions.Configuration
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dotnet add package Microsoft.Extensions.Configuration.UserSecrets
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```

‎docs/ai/evaluation/libraries.md‎

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title: The Microsoft.Extensions.AI.Evaluation libraries
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description: Learn about the Microsoft.Extensions.AI.Evaluation libraries, which simplify the process of evaluating the quality and accuracy of responses generated by AI models in .NET intelligent apps.
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ms.topic: concept-article
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ms.date: 07/24/2025
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ms.date: 03/03/2026
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ai-usage: ai-assisted
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---
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# The Microsoft.Extensions.AI.Evaluation libraries
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‎docs/ai/evaluation/responsible-ai.md‎

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title: Responsible AI with .NET
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description: Learn what responsible AI is and how you can use .NET to evaluate the safety of your AI apps.
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ms.date: 09/08/2025
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ms.date: 03/03/2026
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ai-usage: ai-assisted
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---
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‎docs/ai/evaluation/snippets/evaluate-safety/EvaluateResponseSafety.csproj‎

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<PackageReference Include="Microsoft.Extensions.AI.Abstractions" Version="10.4.1" />
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<PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="10.4.0" />
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<PackageReference Include="Microsoft.Extensions.AI.Evaluation.Reporting" Version="10.4.0" />
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<PackageReference Include="Microsoft.Extensions.AI.Evaluation.Safety" Version="9.5.0-preview.1.25265.7" />
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<PackageReference Include="Microsoft.Extensions.AI.Evaluation.Safety" Version="10.3.0-preview.1.26109.11" />
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<PackageReference Include="Microsoft.Extensions.AI.OpenAI" Version="10.4.1" />
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<PackageReference Include="Microsoft.Extensions.Configuration" Version="10.0.5" />
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<PackageReference Include="Microsoft.Extensions.Configuration.UserSecrets" Version="10.0.5" />

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