LocalAI.Embedder
0.7.2
dotnet add package LocalAI.Embedder --version 0.7.2
NuGet\Install-Package LocalAI.Embedder -Version 0.7.2
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="LocalAI.Embedder" Version="0.7.2" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="LocalAI.Embedder" Version="0.7.2" />
<PackageReference Include="LocalAI.Embedder" />
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 LocalAI.Embedder --version 0.7.2
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: LocalAI.Embedder, 0.7.2"
#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.
#:package LocalAI.Embedder@0.7.2
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=LocalAI.Embedder&version=0.7.2
#tool nuget:?package=LocalAI.Embedder&version=0.7.2
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
LocalAI.Embedder
Local text embedding for .NET with automatic model downloading.
Features
- Zero-config: Models download automatically from HuggingFace
- GPU Acceleration: CUDA, DirectML (Windows), CoreML (macOS)
- Cross-platform: Windows, Linux, macOS
- Simple API: Just 2 lines of code to get started
Quick Start
using LocalAI.Embedder;
// Load the default model
await using var model = await LocalEmbedder.LoadAsync("default");
// Generate embeddings
float[] embedding = await model.EmbedAsync("Hello, world!");
Console.WriteLine($"Dimensions: {embedding.Length}");
Available Models
| Alias | Model | Dimensions | Description |
|---|---|---|---|
default |
BGE-Small-EN-v1.5 | 384 | Best balance of speed and quality |
fast |
all-MiniLM-L6-v2 | 384 | Ultra-lightweight, fastest |
quality |
BGE-Base-EN-v1.5 | 768 | Higher accuracy |
large |
Nomic-Embed-v1.5 | 768 | 8K context, top performer |
multilingual |
E5-Base | 768 | 100+ languages |
GPU Acceleration
# NVIDIA GPU
dotnet add package Microsoft.ML.OnnxRuntime.Gpu
# Windows (AMD/Intel/NVIDIA)
dotnet add package Microsoft.ML.OnnxRuntime.DirectML
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net10.0 is compatible. 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. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net10.0
- LocalAI.Core (>= 0.7.2)
- LocalAI.Text.Core (>= 0.7.2)
- System.Numerics.Tensors (>= 10.0.1)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.