Microsoft.Extensions.AI.Evaluation
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.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6.2 This package targets .NET Framework 4.6.2. The package is compatible with this framework or higher.
- 317,449 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0
A library that defines core abstractions and types for supporting evaluation. -
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Microsoft.
by: Microsoft dotnetframework Microsoft.Extensions.AI.EvaluationExtensions. AI. Evaluation. Quality -
.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6.2 This package targets .NET Framework 4.6.2. The package is compatible with this framework or higher.
- 287,188 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0
A library containing evaluators that can be used to evaluate the quality of AI responses in your projects including Relevance, Truth, Completeness, Fluency, Coherence, Retrieval, Equivalence and Groundedness. -
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Microsoft.
by: Microsoft dotnetframework Microsoft.Extensions.AI.EvaluationExtensions. AI. Evaluation. Reporting -
.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6.2 This package targets .NET Framework 4.6.2. The package is compatible with this framework or higher.
- 197,304 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0
A library that contains support for caching LLM responses, storing the results of evaluations and generating reports from that data. -
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Microsoft.
by: Microsoft dotnetframework Microsoft.Extensions.AI.EvaluationExtensions. AI. Evaluation. Console - 17,067 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0
A command line dotnet tool for generating reports and managing evaluation data. -
Microsoft.
by: Microsoft dotnetframework Microsoft.Extensions.AI.EvaluationExtensions. AI. Evaluation. Safety -
.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6.2 This package targets .NET Framework 4.6.2. The package is compatible with this framework or higher.
- 9,203 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0-preview.1.26063.2 (prerelease)
A library that contains a set of evaluators that are built atop the Azure AI Foundry Evaluation service that can be used to evaluate the content safety of AI responses in your projects including Protected... More information -
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Microsoft.
by: Microsoft dotnetframework Microsoft.Extensions.AI.EvaluationExtensions. AI. Evaluation. Reporting. Azure -
.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6.2 This package targets .NET Framework 4.6.2. The package is compatible with this framework or higher.
- 8,012 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0
A library that supports the Microsoft.Extensions.AI.Evaluation.Reporting library with an implementation for caching LLM responses and storing the evaluation results in an Azure Storage container. -
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Microsoft.
by: Microsoft dotnetframework Microsoft.Extensions.AI.EvaluationExtensions. AI. Evaluation. NLP -
.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6.2 This package targets .NET Framework 4.6.2. The package is compatible with this framework or higher.
- 6,704 total downloads
- last updated 1/13/2026
- Latest version: 10.2.0-preview.1.26063.2 (prerelease)
A library that contains a set of evaluators that implement commonly used algorithmic evaluators. -