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[Feature]: Reduce Token usage with Toon #5

@cdnsteve

Description

@cdnsteve

Problem Statement

We want Sugar to fast, efficient and effective. We can offer this be being a very lightweight integration as a model tool. Explore reducing LLM Token Usage by moving away from JSON to alternate formats.

Proposed Solution

Investigate using TOON (Token-Oriented Object Notation) instead of JSON for reducing token usage. https://x.com/DataChaz/status/1985983439422820498

Token usage comparison for different formats:
https://www.curiouslychase.com/playground/format-tokenization-exploration

Toon on Github: https://github.com/toon-format/toon

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Feature Type

New slash command

Priority

Critical - Blocking my work

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