TOON (Token-Oriented Object Notation) Explained: The Future of Structured Data for LLM Agents скачать в хорошем качестве

TOON (Token-Oriented Object Notation) Explained: The Future of Structured Data for LLM Agents

JSON (JavaScript Object Notation) has been the universal champion of data exchange for a decade, but for developers working with Large Language Models (LLMs), its verbosity is costing a fortune in API fees. Every brace, quote, and comma is a token—and tokens cost money! Enter TOON (Token-Oriented Object Notation). This is a next-generation serialization format engineered from the ground up to solve the token efficiency problem. The core idea is simple: structure your data once, then strip away all the redundant punctuation and repeated keys that inflate your context window. This often leads to 30-60% token savings compared to JSON on uniform data! The future of data is not either JSON or TOON, but knowing when to use each strategically. TOON is poised to become the standard for GenAI communication, making agentic workflows faster, cheaper, and more reliable. Watch to learn how to implement TOON today and maximize your LLM budget. #TOONvsJSON #TOONFormat #TokenEfficiency #LLMDevelopment #JSON #StructuredData #DataFormat #BackendDevelopment #APIDesign #AIEra #PromptEngineering #AIAgents #GenerativeAI #GenAI #AICommunity #TechTrends #Coding #Programming #SoftwareEngineering