Posts tagged with: Data Format

TOON: JSON for LLM Prompts at Half the Tokens

Discover Token-Oriented Object Notation (TOON), an innovative open-source project that redefines how structured data is passed to Large Language Models. TOON offers significant token savings, often reducing usage by 30-60% compared to traditional JSON, making LLM interactions more cost-effective and efficient. This project introduces a minimal syntax and tabular arrays, optimized for uniform data structures, while maintaining human readability. Explore its benchmarks showing improved token efficiency and retrieval accuracy across various LLMs. Ideal for developers and AI enthusiasts looking to optimize their LLM prompt engineering, TOON presents a compelling alternative for data representation in AI contexts.