GnOuGo.AI.Local 0.20.0

.NET 10.0

dotnet add package GnOuGo.AI.Local --version 0.20.0

NuGet\Install-Package GnOuGo.AI.Local -Version 0.20.0

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="GnOuGo.AI.Local" Version="0.20.0" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="GnOuGo.AI.Local" Version="0.20.0" />
                    

                            Directory.Packages.props

<PackageReference Include="GnOuGo.AI.Local" />
                    

                            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 GnOuGo.AI.Local --version 0.20.0

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: GnOuGo.AI.Local, 0.20.0"

#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 GnOuGo.AI.Local@0.20.0

#: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=GnOuGo.AI.Local&version=0.20.0
                    

                            Install as a Cake Addin

#tool nuget:?package=GnOuGo.AI.Local&version=0.20.0
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

GnOuGo.AI.Local

Embedded, publishable local LLM runtime for GnOuGo. It uses LLamaSharp/llama.cpp in-process and never requires an HTTP model server, API key, Python installation, Docker container, or child process.

The initial catalog contains qwen3:0.6b, the Apache-2.0 Qwen3 0.6B Q4_0 GGUF. The 428,970,080-byte model is downloaded separately, from an immutable revision, and accepted only after SHA-256 verification.

Revision: a41486f827d17edd055fe6b3b0ba3f8d427c0519
SHA-256: da2572f16c06133561ce56accaa822216f2391ef4d37fba427801cd6736417d4
Source: https://huggingface.co/ggml-org/Qwen3-0.6B-GGUF/resolve/a41486f827d17edd055fe6b3b0ba3f8d427c0519/Qwen3-0.6B-Q4_0.gguf

LocalModelManager downloads only catalog URLs, resumes .partial files, streams progress, supports cancellation, checks path containment, verifies exact size and SHA-256, and atomically promotes a completed file. Removal unloads the runtime before deleting the model. Models are shared host assets under the workspace .GnOuGo/models/ directory; tenant-specific defaults remain in Agent MCP storage.

Build and test

dotnet build src/GnOuGo.AI.Local/GnOuGo.AI.Local.csproj
dotnet test tests/GnOuGo.AI.Local.Tests/GnOuGo.AI.Local.Tests.csproj

The standard tests are offline. Set GNOUOGO_LOCAL_MODEL_SMOKE=1 and GNOUOGO_LOCAL_MODEL_PATH to run the real-model inference smoke test.

Runtime defaults

Context: 8192 tokens
CPU threads: automatic
Windows/Linux: CPU
macOS ARM64: Metal through the LLamaSharp CPU backend
Default output limit: 1024 tokens

The embedded GGUF chat template is used for prompting. JSON responses and Qwen/Hermes tool-call envelopes are mapped into the common Json and ToolCalls response fields. Thinking is disabled by default; when requested, reasoning content is stripped and is never logged or returned.

CUDA and Vulkan acceleration are intentionally deferred.

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.

net10.0
- GnOuGo.AI.Core (>= 0.20.0)
- GnOuGo.Workspace (>= 0.20.0)
- LLamaSharp (>= 0.27.0)
- LLamaSharp.Backend.Cpu (>= 0.27.0)
- Microsoft.Extensions.Logging.Abstractions (>= 10.0.12)
- Microsoft.Extensions.Options (>= 10.0.12)

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.