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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

Operating Modes

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
  • ✓ Your API keys, your models, your rules

Architecture

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

Tech Stack

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

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

@whity/telegram
🖱️

He Can Type and Use The Mouse

Just like you. Your choice, your assistant — let Whity drive the keyboard and mouse to operate real apps, forms, and workflows on your desktop when you enable it.

desktop-agent

Ready to build?

Get early access.

Get in early at special introductory offer.

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