https://github.com/Siddhesh2377/ToolNeuron/compare/Beta-3...Beta-4/

ToolNeuron (formerly NeuroVerse) is a secure, offline AI ecosystem for Android devices. It allows users to run private AI models and dynamic plugins entirely offline, with hardware-grade encryption for maximum privacy. Key Features - Run local AI chat with no internet connection - Import your own models (GGUF) and tune settings - Dynamic plugin ecosystem with validation & sandboxing - Web Search plugin to pull fresh context into chat when you’re online - Runtime model switching without restarting the app - In‑app updater to ship fixes/features instantly - Hardware‑level data protection via Android KeyStore Why ToolNeuron? Most mobile AI apps phone home. ToolNeuron flips it: - Offline‑first — your data stays on your device - Pluggable tools — add capabilities without app updates - Secure by design — strict plugin validation + sandboxing Models & Engine - Backend: llama.cpp via JNI - Model format: GGUF (import your own) - Controls: temperature, top‑p, max tokens, etc. - Switcher: change models at runtime from Settings Security & Privacy - No cloud storage — fully offline experience by default - Zero analytics/telemetry in the core app - Hardware‑backed encryption with Android KeyStore - Strong validation before loading any plugin