github abhijeet0540toondemotokenorientedobject notation represents a topic that has garnered significant attention and interest. GitHub - Abhijeet0540/TOON-Demo-Token-Oriented-Object-Notation-: TOON .... TOON Demo — Token Oriented Object Notation** 🚀 Build ultra‑compact prompts with TOON and query them with Google Gemini. This project shows how to encode JSON using @byjohann/toon and send it as a systemInstruction via @google/genai — perfect for efficient, data‑aware AI answers. Prompt/Tokens Optimization -TOON.
TOON (Token-Oriented Object Notation .... TOON: JSON for LLM Prompts at Half the Tokens | AIBit. Learn about this open-source project, its benchmarks, and how to optimize your AI data input.
TOON: The Token-Oriented Object Notation That Cuts LLM Token Costs by .... OON, short for Token-Oriented Object Notation, is an alternative data format purpose-built for LLM contexts. Building on this, its premise is elegantly simple: What if we designed a data format that preserved JSON’s structure and semantics but minimized its token footprint? TOON-Demo-Token-Oriented-Object-Notation-/README.md at main ... This demo shows how to use [@byjohann/toon] (https://www.npmjs.com/package/@byjohann/toon) to shrink your data and send it in a system prompt to [Google Gemini] (https://ai.google.dev/), enabling better AI answers with larger or more complex contexts.
Moreover, token-Oriented Object Notation (TOON) - GitHub. It's intended for LLM input as a lossless, drop-in representation of JSON data. How Token-Oriented Object Notation Could Change How AI ....
Additionally, the more tokens, the more costly your AI solution is going to be. Now, there is a new kid in town called TOON (Token-Oriented Object Notation). It promises to enable LLMs to talk to structured data more efficiently, intelligently, and cost-effectively. Additionally, this article is the result of my curiosity in exploring TOON.
A Fresh Take on Data .... Moreover, learn how it differs from JSON and other formats. Token-Oriented Object Notation — A More Efficient Data Format for LLMs .... It can transmit the same information using 30–60% fewer... TOON: The New Data Format That Can Cut Your LLM Token Bills.
📝 Summary
Understanding github abhijeet0540toon demo token oriented object notation is essential for anyone interested in this field. The details covered in this article works as a comprehensive guide for further exploration.