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ISON

Token-efficient data format for LLMs, reducing JSON size by 30-70%

Alternative toJSON

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30 days
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What is ISON?

ISON (Interchange Simple Object Notation) is an open-source data format designed to reduce token usage when injecting structured data into large language models. It achieves 30-70% fewer tokens than JSON while maintaining readability by leveraging familiar table-like structures that LLMs encounter frequently in training data. The format works across Python, JavaScript, TypeScript, Rust, and Go.

ISION serves developers building RAG pipelines, multi-agent AI systems, and LLM integrations who need to fit more context into limited token windows. The ecosystem includes ISONL for streaming datasets, ISONantic for type-safe validation, integrations with LangChain and LlamaIndex, and ISONGraph for knowledge graphs. All components are MIT-licensed and community-driven.

Momentum

Daily activity over the last 30 days: upvotes, unique visits, new GitHub stars and Hacker News points.

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30 days agotoday

How do we know it's vibe coded?

vibetrend discovered ISON automatically. Evidence: GitHub ISON-format/ison; repo has AGENTS.md. View source.

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