Bhengu.AI.Core 1.1.0

.NET 9.0 This package targets .NET 9.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package Bhengu.AI.Core --version 1.1.0
                    


                    

                
NuGet\Install-Package Bhengu.AI.Core -Version 1.1.0
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="Bhengu.AI.Core" Version="1.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Bhengu.AI.Core" Version="1.1.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Bhengu.AI.Core" />
                    


                            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 Bhengu.AI.Core --version 1.1.0
                    


                    

                
#r "nuget: Bhengu.AI.Core, 1.1.0"
#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 Bhengu.AI.Core@1.1.0
#: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=Bhengu.AI.Core&version=1.1.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Bhengu.AI.Core&version=1.1.0
                    


                            Install as a Cake Tool

Bhengu.AI.Core

NuGet Version License

Professional AI model management for .NET applications, with first-class support for Hugging Face models like Microsoft's Phi-3-mini.

Features

✅ Smart Model Downloading

  • Resume interrupted downloads
  • Checksum verification
  • Update detection

🚀 Performance

  • Multi-threaded downloads
  • Sharded model support
  • Progress reporting

🔒 Security

  • Authentication support
  • File validation
  • Secure HTTPS transfers

Installation

dotnet add package Bhengu.AI.Core

Quick Start

using Bhengu.AI.Core;
using Bhengu.AI.Embeddings;

// 1. Initialize downloader (add your HF token if needed)
using var downloader = new HuggingFaceModelDownloader();

// 2. Download Phi-3-mini (automatically caches)
await downloader.DownloadModelAsync(
    "microsoft/Phi-3-mini-128k-instruct",
    "./ai_models"
);

// 3. Use the model
using var embedder = new Phi3MiniTextEmbedder("./ai_models/microsoft_Phi-3-mini-128k-instruct");
var embedding = await embedder.GenerateAsync("Hello world");

Configuration

Set these optional environment variables:

Variable Purpose
HF_TOKEN Hugging Face API token
HF_CACHE_DIR Custom model cache location
HF_TIMEOUT Download timeout in minutes

Documentation

Full API reference available at:
https://github.com/bhengubv/Bhengu.AI/docs

License

MIT License - Free for commercial and personal use.

Product Compatible and additional computed target framework versions.
.NET 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.  net10.0 was computed.  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 (10)

Showing the top 5 NuGet packages that depend on Bhengu.AI.Core:

Package Downloads
Bhengu.AI.Inference

On-device LLM inference for Circle. llama.cpp P/Invoke layer with Qwen 3 chat generator. Native binaries supplied separately (see SETUP.md).
Bhengu.AI.Embeddings

On-device text embeddings for Bhengu AI. Sovereign-origin embedder (BGE / Qwen-Embedding) for fully offline semantic search.
Bhengu.AI.Memory

On-device episodic memory, affect state, and context window management for Bhengu AI agents.
Bhengu.AI.Identity

Cross-device identity for Circle AI. Unified persona key that travels with the person — not the device. Foundation for Bhengu.AI.Sync.
Bhengu.AI.Hosting

DI wiring, scheduled tasks, and proactive reasoning host for Bhengu AI agents.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
1.2.0 321 6/3/2026
1.1.0 223 4/12/2025
0.1.0 240 4/10/2025