NLaya 1.0.0

.NET 10.0 This package targets .NET 10.0. The package is compatible with this framework or higher. 
dotnet add package NLaya --version 1.0.0
                    


                    

                
NuGet\Install-Package NLaya -Version 1.0.0
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="NLaya" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="NLaya" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="NLaya" />
                    


                            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 NLaya --version 1.0.0
                    


                    

                
#r "nuget: NLaya, 1.0.0"
#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 NLaya@1.0.0
#: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=NLaya&version=1.0.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=NLaya&version=1.0.0
                    


                            Install as a Cake Tool

NLaya

Typed, calibrated "System 1" decisions with the Laya models. Give it a state (text, JSON or a conversation) and typed questions (choice, score, noul); one forward pass returns typed answers with probabilities. Includes the Router (picks the English, multilingual or typed-decisions checkpoint per request), language detection, email cleaning and question presets.

This package has no inference code of its own. Add a backend:

  • NLaya.TorchSharp: loads model.safetensors directly.
  • NLaya.Onnx: runs laya's ONNX export with ONNX Runtime.

NLaya doesn't download models. Fetch them with the Hugging Face CLI first:

hf download convaiinnovations/laya-multilingual

using NLaya;
using NLaya.TorchSharp;

await using var agent = await Laya.LoadAsync(Laya.MultilingualModel, o => o.UseTorchSharp());
var result = agent.Predict("I was charged twice, please refund me", Presets.Triage());
Console.WriteLine(result.Choice("intent").Choice);

NLaya is a .NET port of laya by Convai Innovations / NandhaKishorM (Apache-2.0). The Laya model weights are theirs, published on Hugging Face under convaiinnovations. Source, docs and samples: https://github.com/ljfio/NLaya.

Product 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.

NuGet packages (4)

Showing the top 4 NuGet packages that depend on NLaya:

Package Downloads
NLaya.TorchSharp

TorchSharp inference backend for NLaya: loads Laya model.safetensors directly.
NLaya.Extensions.AI

Microsoft.Extensions.AI middleware (guardrail, router, tools) and dependency injection for NLaya.
NLaya.Onnx

ONNX Runtime inference backend for NLaya (encoder.onnx + head.onnx exports).
NLaya.ML

An ML.NET pipeline stage for NLaya: answer Laya questions over an IDataView, in batches.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
1.0.0 207 9/25/2026