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.
TOON addresses several significant problems inherent in JSON when utilised with LLMs. JSON's verbosity and redundant syntax, characterized by repeated keys and intensive punctuation, bring on inefficient tokenization and inflated token counts. By way of example, in an variety of objects, keys like "id" and "title" are recurring For each and every entry, consuming valuable context window space.
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Pero por ahora, TOON es la mejor herramienta disponible para optimizar datos estructurados en aplicaciones de IA.
The converter facilitates lossless, bidirectional conversion concerning JSON and TOON, permitting customers to switch formats easily with out info loss.
Además de nuestro conversor on-line gratuito, existen otras herramientas en el ecosistema TOON que pueden serte útiles:
Sector E-commerce: TOON convert Una plataforma de comercio electrónico redujo sus costes de API en un forty five% al convertir sus catálogos de productos a TOON antes de procesarlos con GPT-four para generar descripciones optimizadas.
Whether you are debugging a prompt, making ready a dataset, or simply interested by exactly how much revenue you could save on tokens, the TOON @toon-structure/toon CLI is your new ally.
Combina TOON con técnicas de prompt engineering. En lugar de incluir todos los datos, incluye un resumen en texto y los detalles completos en TOON solo cuando el LLM los necesite.
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The TOON CLI eradicates the guesswork Along with the --stats flag. When encoding, this feature calculates the believed token count and reveals you the discounts right away. This is often priceless when you are budgeting for prime-quantity LLM calls.
Atención al Cliente: Un chatbot empresarial aumentó su contexto de conversación de 20 a 35 intercambios al representar la historia en TOON, mejorando significativamente la coherencia de las respuestas.