A new data format called Toon cuts token usage for LLMs by up to 55% compared to XML and 23% over JSON, targeting repeated structures like database query results. Integrated into Oracle's UC AI PL/SQL package, it enables direct conversion from JSON in queries. This could transform RAG pipelines and AI agents by reducing costs, boosting speed, and curbing hallucinations.