zoon-format 1.0.0

ZOON - Zero Overhead Object Notation for LLM context optimization

ZOON Python

ZOON - Zero Overhead Object Notation

A Python implementation of the ZOON format for LLM context optimization. Achieves ~60% token reduction compared to JSON while maintaining 100% data fidelity.

Installation

pip install zoon-format

Or with uv:

uv add zoon-format

Quick Start

import zoon

data = [
    {"id": 1, "name": "Alice", "role": "admin", "active": True},
    {"id": 2, "name": "Bob", "role": "user", "active": True},
    {"id": 3, "name": "Carol", "role": "user", "active": False},
]

encoded = zoon.encode(data)
print(encoded)
# # id:i+ name:s role=admin|user active:b
# Alice admin 1
# Bob user 1
# Carol user 0

decoded = zoon.decode(encoded)
assert decoded == data

Features

• ~60% Token Reduction: Reduced LLM context usage vs JSON
• 100% Lossless: Perfect round-trip encoding/decoding
• Type-Safe: Preserves integers, floats, booleans, nulls, and strings
• Auto-Increment IDs: i+ columns are omitted from data rows
• Smart Enums: Automatic header-based typing for repeated values

API Reference

zoon.encode(data: Any) -> str

Encode Python data to ZOON format.

zoon.decode(zoon_string: str) -> Any

Decode ZOON string back to Python data.

License

MIT License. © 2025-PRESENT Carsen Klock