Bhengu.AI.Memory 1.2.0

.NET 9.0 This package targets .NET 9.0. The package is compatible with this framework or higher. 
dotnet add package Bhengu.AI.Memory --version 1.2.0
                    


                    

                
NuGet\Install-Package Bhengu.AI.Memory -Version 1.2.0
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.Memory" Version="1.2.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Bhengu.AI.Memory" Version="1.2.0" />
                    


                            Directory.Packages.props
                        

                    

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


                            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.Memory --version 1.2.0
                    


                    

                
#r "nuget: Bhengu.AI.Memory, 1.2.0"
#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.Memory@1.2.0
#: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.Memory&version=1.2.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Bhengu.AI.Memory&version=1.2.0
                    


                            Install as a Cake Tool

BhenguAI

On-device AI library for the TheGeekNetwork ecosystem. Internal codename: Butler / B!.

NuGet note: 2.0.0 is the last package published under the Bhengu.AI.* namespace. New packages ship as Circle.AI.* from CircleAI. This repo continues to receive updates alongside CircleAI.

Runs Qwen 3 14B (Alibaba, MIT licensed) locally via llama.cpp. Designed to fit on a Xiaomi 12 Pro: under 15 GB on disk, under 4 GB RAM in use, fully offline.

Why local?

  • Sovereignty: no dependency on US or EU clouds.
  • Privacy: nothing leaves the device.
  • Resilience: works under sanctions, blackouts, or roaming.
  • Cost: zero per-token charges.

Components (12 projects)

  • Bhengu.AI.Core — model registry, downloader (ModelScope primary, HuggingFace fallback), local cache.
  • Bhengu.AI.Inference — llama.cpp P/Invoke layer. Qwen chat generator.
  • Bhengu.AI.Embeddings — local embeddings for semantic search.
  • Bhengu.AI.Search — vector search over local data.
  • Bhengu.AI.Memory — affect state, episodic memory, context windows.
  • Bhengu.AI.Skills — skill dispatch and execution pipeline.
  • Bhengu.AI.Tools — function-calling bridge to the 36 TheGeekNetwork APIs.
  • Bhengu.AI.Voice — TTS/STT abstraction layer.
  • Bhengu.AI.Hosting — DI wiring, scheduled tasks, proactive reasoning.
  • Bhengu.AI.Maui — MAUI platform adapter.
  • Bhengu.AI.Aether — Aether mesh-network telemetry contracts.
  • Bhengu.AI.Security — AI Security Layer: trust scoring, threat detection, security directives.

Quick start

See SETUP.md for native binary acquisition. See TODO.md for what's not yet done.

Status

Foundational build around Qwen 3 14B. Native llama.cpp binaries to be added per platform. PowerInfer-2 expert streaming integration to follow.

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 (3)

Showing the top 3 NuGet packages that depend on Bhengu.AI.Memory:

Package Downloads
Bhengu.AI.Hosting

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

Circle AI Companion — the HER + JARVIS concierge persona. Knows who you are, remembers everything across all devices, speaks your language, feels your mood, adapts its personality, initiates contact, and acts in the world. The crown jewel of the Circle AI platform.
Bhengu.AI.Sync

Memory delta sync for Circle AI. Episodic memory, affect state, and persona deltas propagate across all devices via any transport (gRPC, mesh, DTN). This is the cross-device continuity layer.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
1.2.0 280 6/3/2026

FINAL RELEASE — Bhengu.AI.* is deprecated.

     Bhengu.AI was the predecessor to CircleAI. Active development has moved
     to the CircleAI package family on nuget.org:

       dotnet remove package Bhengu.AI.Core
       dotnet add package CircleAI.Core

     The CircleAI.* packages are API-compatible in concept (the namespace
     changes to CircleAI.X) and ship with the same on-device-first model
     across 10 languages. Ongoing maintenance, security fixes, and new
     capabilities (Personality, Knowledge, Federation, Agents.Peer,
     InferenceBridge, Wearable.Biosignals, Personal, Orchestration,
     Simulation) ship only on CircleAI.*.

     This 1.2.0 release is provided so existing Bhengu.AI.* users get one
     last clean build before migrating. No further versions will be cut.

     See: https://github.com/bhengubv/CircleAI