FaissNet 0.5.5
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package FaissNet --version 0.5.5
NuGet\Install-Package FaissNet -Version 0.5.5
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="FaissNet" Version="0.5.5" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add FaissNet --version 0.5.5
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: FaissNet, 0.5.5"
#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.
// Install FaissNet as a Cake Addin
#addin nuget:?package=FaissNet&version=0.5.5
// Install FaissNet as a Cake Tool
#tool nuget:?package=FaissNet&version=0.5.5
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
FaissNet
A faiss wrapper in dotnet, written in C++/CLI.
Faiss is essentially a vector store for efficiently searching the nearest neighbors of a given set of vectors.
The primary use is for Generative AI applications, e.g. ChatGPT question and answering; Semantic Kernel; etc.
Current versions is for x64 Windows. (Other wrappers for linux avaiable in nuget).
Example:
#r "nuget: FaissNet"
let idx1 = new FaissNet.IndexFlat(20,FaissNet.MetricType.METRIC_L2)
let v1 = [|1..20|] |> Array.map(fun i -> if i % 2 = 0 then 1.0f else -1.0f)
idx1.Add([|v1|]) //add vectors to store
let count = idx1.Count()
let nbrs,dists = idx1.Search([|v1|],1) //find neighbors
idx1.Dispose()
See TestFaissX project for example usage.
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net5.0 was computed. net5.0-windows was computed. net6.0 is compatible. 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 was computed. 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. |
.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. |
Xamarin.Mac | xamarinmac was computed. |
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.
-
net6.0
- No dependencies.
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.