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.
Moreover, JSON lacks designed-in schema enforcement, forcing developers to describe data constructions within prompts, which even more consumes tokens and increases the probability of LLMs building non-compliant output. Its syntactic rigidity implies only one misplaced comma or quote can invalidate an entire document, demanding robust error dealing with. LLM tokenizers often split punctuation into many tokens, exacerbating the cost dilemma.
Certainly, LLMs can realize TOON format much like regular JSON. The structure maintains precisely the same structure and facts, just in a far more compact illustration. It is possible to incorporate a critical mapping at the start if making use of short keys.
Among the finest issues about modern JavaScript tooling is that you often don't need to "set up" something to start out. If you simply choose to consider TOON out on a single file, You should utilize npx to run the binary right:
Mayor Capacidad de Contexto: Con el mismo límite de tokens, puedes incluir más información en tus prompts. Esto es very important para aplicaciones que necesitan procesar documentos extensos o mantener conversaciones largas.
Not enough Schema Enforcement: JSON lacks a designed-in schema, forcing developers to JSON TO TOON explain sought after facts buildings and kinds in the prompt itself. This consumes beneficial context window Area and enhances the probability of LLMs making non-compliant output.
When you feed it a .json file, it assumes you would like to encode it to TOON. Should you offer a .toon file, it switches to decoding manner to provide you with back JSON.
But the place the CLI truly proves its well worth is from the "Unix philosophy"—small resources loosely joined. Because the TOON CLI reads from typical enter (stdin) and writes to straightforward output (stdout), you can pipe data straight via it.
The @toon-format/cli is more than simply a file converter; This is a utility belt for your LLM era. By transferring knowledge processing for the command line, you are able to iterate faster, visualize optimizations straight away, and integrate token-efficient formats into your present engineering workflows.
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Duplicate or Obtain: TOON formater The resulting TOON output can then be simply copied for rapid use in purposes or for further more processing.
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The TOON CLI is created to be clever about what you are attempting to do. You seldom ought to explicitly convey to it to encode or decode; it appears at your file extensions to make a decision.
TOON structure employs limited vital abbreviations, gets rid of unwanted whitespace, and optimizes the JSON framework to attenuate token rely although preserving all data. This can lessen token use by thirty-sixty% when compared to plain JSON.