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Experience Sovereign AI

Python. SQLite. MLX. A local-first AI framework that gives you complete sovereignty over your data and privacy. Run powerful AI models on your own hardware.

quickstart.py
# Install Whity
pip install whity
 
# Launch your sovereign AI
from whity import Agent
 
agent = Agent(
  mode="fortress",   # Local-only mode
  model="mlx-7b",   # Hardware optimized
  memory=True,      # Persistent learning
)
 
agent.start()  # 🦅 Whity is alive

Batteries included. No bloat.

Everything you need to build autonomous AI, nothing you don't.

🐍

Python Core

Pure Python with async support. No heavy frameworks. FastAPI-compatible API layer for integrations.

Python 3.11+
🗄️

SQLite + Vector Store

Embedded database for zero-config persistence. Vector extensions for semantic memory and retrieval.

sqlite-vec
🧮

MLX Models

Hardware-optimized inference. Run 7B-70B parameter models locally with GPU acceleration on your machine.

mlx-lm
📱

Remote Control With Easy Telegram Integration

Control Whity from anywhere via Telegram. Send commands, receive updates, and manage your AI assistant remotely with seamless bot integration.

@whity/telegram

How Whity thinks

A recursive self-improvement loop at the core of everything.

📥

Input

Voice, text, code, images

🧠

Neural Core

MLX inference engine

💾

Memory

SQLite + vector store

🔄

RSI Loop

Self-evaluation cycle

Action

Tools, APIs, output


Two modes. You choose.

Toggle between cloud-powered and fully local at any time.

Evolution Mode

🌐 Cloud + Local Hybrid

Full power. Connect to external APIs, use cloud models alongside local ones, and access web capabilities.

  • Cloud model access (GPT-4, Claude, etc.)
  • Web browsing & API integrations
  • Real-time data feeds
  • Telegram remote control
Fortress Mode

🏰 Fully Local

Maximum privacy. Everything runs on your hardware. Zero network requests. Your data never leaves your machine.

  • MLX models on your machine
  • SQLite local storage only
  • No internet required
  • Air-gapped compatible