Reorganiza tus objetos para maximizar el uso de tablas TOON. Si tienes un objeto con múltiples arrays, considera separar cada array en su propia tabla TOON.
LLM Friendly: The format is made to be effortlessly parsed by AI models though reducing the token count, saving expenditures and context window Place.
AI technological know-how is advancing swiftly, giving impressive resources for automation, analytics, and every day trouble-solving. Most platforms are easy to use and provide reputable performance, though outcomes could differ dependant upon the job and how the AI is used.
Other search engines like yahoo associate your advertisement-simply click habits which has a profile on you, that may be used later to target ads to you on that search engine or around the online market place.
During this workflow, you fetch the information, extract just the Energetic users, convert it into a pipe-delimited TOON structure, and get a stats report on the number of tokens you simply saved.
Pero por ahora, TOON es la mejor herramienta disponible para optimizar datos estructurados en aplicaciones de IA.
Optimizing details formats is usually about guessing online games. "If I take out whitespace, the amount do I save?" "Imagine if I switch to YAML?"
Token Effectiveness: Arrays of objects are converted to your tabular structure with only one header row, getting rid of repetitive keys.
With this guidebook, we will look at tips on how to leverage the TOON Command Line Interface to TOON convert integrate details optimization right into your shell workflows.
This Device is perfect for developers, researchers, and any one working with LLMs who ought to enhance their API use and handle expenditures correctly whilst keeping details privacy. It provides a functional solution for the troubles posed by JSON's verbosity and rigidity in AI contexts.
JSON to TOON Converter is a client-facet software. This suggests many of the logic for converting details operates instantly on your Computer system, within your World wide web browser. We do not need a server that processes your info.
Additionally, it removes too much prices and brackets, making use of indentation to denote structure. This can lower token counts JSON TO TOON by 30-sixty%, appreciably reducing API expenses and improving upon context window utilization for Large Language Products.
The TOON CLI is meant to be smart about what you are trying to accomplish. You not often really need to explicitly inform it to encode or decode; it seems at your file extensions to make your mind up.
The real electric power in the TOON CLI will come once you chain it with other tools like curl and jq. You may fetch info from an API, filter it all the way down to the essentials, and convert it to TOON in one line—able to be pasted right into a prompt or sent to an inference endpoint.