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.
- 314,971 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.
- 285,009 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.
- 195,655 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 - 16,956 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.
- 9,148 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.
- 7,891 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.
- 6,631 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. -