LATIDIA · Investigación

ChatT2: un marco adaptativo para desarrollar un agente basado en modelos de lenguaje grande para la investigación del dominio de productos naturales

arXiv:2609.25620v1 Tipo de anuncio: nuevo Resumen: Las investigaciones científicas sobre productos naturales microbianos (NP) presentan desafíos significativos para los principiantes, en gran parte debido a la complejidad de los sistemas microbianos, bioquímicos

La noticia

arXiv:2609.25620v1 Announce Type: new Abstract: Scientific investigations into microbial natural products (NPs) present significant challenges for novices, largely due to the complexity of microbial systems, biochemical diversity, technical skill requirements, and the demands of bioinformatics and data analysis processes. To address these issues, we introduce ChatT2, a large language model (LLM)-based agent that is specifically tailored to the unique characteristics of bacterial type II polyketides. These polyketides form a structurally distinct and therapeutically important NP family. ChatT2 was developed within an autonomous multiagent framework composed of a mentor, an executor, and an evaluator, each with defined responsibilities. The mentor acts as an intermediary between ChatT2 and the user, utilizing chain-of-thought