Microsoft.Extensions.AI.Evaluation 0.9.37-preview

Prefix Reserved
.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.
This is a prerelease version of Microsoft.Extensions.AI.Evaluation.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package Microsoft.Extensions.AI.Evaluation --version 0.9.37-preview
                    


                    

                
NuGet\Install-Package Microsoft.Extensions.AI.Evaluation -Version 0.9.37-preview
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="0.9.37-preview" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Microsoft.Extensions.AI.Evaluation" Version="0.9.37-preview" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Microsoft.Extensions.AI.Evaluation" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Microsoft.Extensions.AI.Evaluation --version 0.9.37-preview
                    


                    

                
#r "nuget: Microsoft.Extensions.AI.Evaluation, 0.9.37-preview"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#addin nuget:?package=Microsoft.Extensions.AI.Evaluation&version=0.9.37-preview&prerelease
                    


                            Install Microsoft.Extensions.AI.Evaluation as a Cake Addin
                        

                    

                
#tool nuget:?package=Microsoft.Extensions.AI.Evaluation&version=0.9.37-preview&prerelease
                    


                            Install Microsoft.Extensions.AI.Evaluation as a Cake Tool

Microsoft.Extensions.AI.Evaluation

These packages have been designed to work together to support building processes for evaluating the quality of AI software.

  • Microsoft.Extensions.AI.Evaluation - Defines core abstractions and types for supporting evaluation.
  • Microsoft.Extensions.AI.Evaluation.Quality - Contains evaluators that can be used to evaluate the quality of AI responses in your projects including Relevance, Truth, Completeness, Fluency, Coherence, Equivalence and Groundedness.
  • Microsoft.Extensions.AI.Evaluation.Reporting - Contains support for caching LLM responses, storing the results of evaluations and generating reports from that data.
  • Microsoft.Extensions.AI.Evaluation.Console - A command line dotnet tool for generating reports and managing evaluation data.

Install the packages

From the command-line:

dotnet add package Microsoft.Extensions.AI.Evaluation
dotnet add package Microsoft.Extensions.AI.Evaluation.Quality
dotnet add package Microsoft.Extensions.AI.Evaluation.Reporting

Or directly in the C# project file:

<ItemGroup>
  <PackageReference Include="Microsoft.Extensions.AI.Evaluation" Version="[CURRENTVERSION]" />
  <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Quality" Version="[CURRENTVERSION]" />
  <PackageReference Include="Microsoft.Extensions.AI.Evaluation.Reporting" Version="[CURRENTVERSION]" />
</ItemGroup>

Install the command line tool

dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 is compatible.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
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Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (3)

Showing the top 3 NuGet packages that depend on Microsoft.Extensions.AI.Evaluation:

Package Downloads
Microsoft.Extensions.AI.Evaluation.Quality

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.
Microsoft.Extensions.AI.Evaluation.Reporting

A library that contains support for caching LLM responses, storing the results of evaluations and generating reports from that data.
Microsoft.Extensions.AI.Evaluation.Safety

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 Material, Groundedness Pro, Ungrounded Attributes, Hate and Unfairness, Self Harm, Violence, Sexual, Code Vulnerability and Indirect Attack.

GitHub repositories (1)

Showing the top 1 popular GitHub repositories that depend on Microsoft.Extensions.AI.Evaluation:

Repository Stars
dotnet/ai-samples
Version Downloads Last updated
9.6.0 0 6/10/2025
9.5.0 3,866 5/16/2025
9.5.0-preview.1.25262.9 257 5/13/2025
9.4.4-preview.1.25259.16 200 5/10/2025
9.4.3-preview.1.25230.7 353 5/1/2025
9.4.0-preview.1.25207.5 4,840 4/8/2025
9.3.0-preview.1.25164.6 3,618 3/14/2025
9.3.0-preview.1.25126.9 1,126 2/27/2025
9.3.0-preview.1.25114.11 7,676 2/16/2025
0.9.56-preview 1,681 1/9/2025
0.9.45-preview 614 12/19/2024
0.9.37-preview 127 12/10/2024
0.9.6-preview 610 11/23/2024
0.9.5-preview 89 11/19/2024
0.9.2-preview 95 11/15/2024