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Toon for Oracle: A Token-Efficient Data Format for LLMs

phartenfeller · published 18 November 2025

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https://www.united-codes.com/products/uc-ai/docs/
united-codes.com
Build Real AI Solutions with Oracle PL/SQL (No 23ai Required) Read at the source ↗
hartenfeller.dev
https://platform.openai.com/tokenizer
platform.openai.com
https://hartenfeller.dev/_astro/tokens-usage.BLnZElrr.png
hartenfeller.dev
https://arxiv.org/html/2508.13666v1
arxiv.org
https://dev.to/shibayu36/how-data-formatting-line-breaks-and-indentation-affects-llm-response-accuracy-in-rag-47pe
dev.to
https://hartenfeller.dev/_astro/token-usage-json-xml.DeZICVPw.png
hartenfeller.dev
https://github.com/johannschopplich
github.com
https://hartenfeller.dev/_astro/token-usage-toon.CeuvR8-Z.png
hartenfeller.dev
https://github.com/United-Codes/uc_ai/tree/development/src/packages
github.com
https://github.com/toon-format/spec/blob/main/SPEC.md
github.com
https://github.com/United-Codes/uc_ai
github.com