Microsoft.Extensions.AI.Evaluation.Quality
9.3.0-preview.1.25114.11
Prefix Reserved
dotnet add package Microsoft.Extensions.AI.Evaluation.Quality --version 9.3.0-preview.1.25114.11
NuGet\Install-Package Microsoft.Extensions.AI.Evaluation.Quality -Version 9.3.0-preview.1.25114.11
<PackageReference Include="Microsoft.Extensions.AI.Evaluation.Quality" Version="9.3.0-preview.1.25114.11" />
paket add Microsoft.Extensions.AI.Evaluation.Quality --version 9.3.0-preview.1.25114.11
#r "nuget: Microsoft.Extensions.AI.Evaluation.Quality, 9.3.0-preview.1.25114.11"
// Install Microsoft.Extensions.AI.Evaluation.Quality as a Cake Addin #addin nuget:?package=Microsoft.Extensions.AI.Evaluation.Quality&version=9.3.0-preview.1.25114.11&prerelease // Install Microsoft.Extensions.AI.Evaluation.Quality as a Cake Tool #tool nuget:?package=Microsoft.Extensions.AI.Evaluation.Quality&version=9.3.0-preview.1.25114.11&prerelease
The Microsoft.Extensions.AI.Evaluation libraries
Microsoft.Extensions.AI.Evaluation
is a set of .NET libraries defined in the following NuGet packages that 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.Reporting.Azure
- Supports theMicrosoft.Extensions.AI.Evaluation.Reporting
library with an implementation for caching LLM responses and storing the evaluation results in an Azure Storage container.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>
You can optionally add the Microsoft.Extensions.AI.Evaluation.Reporting.Azure
package in either of these places if you need Azure Storage support.
Install the command line tool
dotnet tool install Microsoft.Extensions.AI.Evaluation.Console --create-manifest-if-needed
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 available in the 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.
Feedback & Contributing
We welcome feedback and contributions in our GitHub repo.
Product | Versions 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 is compatible. 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. |
.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 is compatible. 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. |
Xamarin.Mac | xamarinmac was computed. |
Xamarin.TVOS | xamarintvos was computed. |
Xamarin.WatchOS | xamarinwatchos was computed. |
-
.NETFramework 4.6.2
- Microsoft.Extensions.AI.Evaluation (>= 9.3.0-preview.1.25114.11)
-
.NETStandard 2.0
- Microsoft.Extensions.AI.Evaluation (>= 9.3.0-preview.1.25114.11)
-
net8.0
- Microsoft.Extensions.AI.Evaluation (>= 9.3.0-preview.1.25114.11)
-
net9.0
- Microsoft.Extensions.AI.Evaluation (>= 9.3.0-preview.1.25114.11)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories (1)
Showing the top 1 popular GitHub repositories that depend on Microsoft.Extensions.AI.Evaluation.Quality:
Repository | Stars |
---|---|
dotnet/ai-samples
|
Version | Downloads | Last updated |
---|---|---|
9.3.0-preview.1.25114.11 | 196 | 2/16/2025 |
0.9.56-preview | 690 | 1/9/2025 |
0.9.45-preview | 451 | 12/19/2024 |
0.9.37-preview | 99 | 12/10/2024 |
0.9.6-preview | 533 | 11/23/2024 |
0.9.5-preview | 73 | 11/19/2024 |
0.9.2-preview | 77 | 11/15/2024 |