ResearcharXiv cs.AI

Agri-SAGE: Simulation-Grounded Multi-Agent LLM for Context-Aware Agricultural Advisory Generation

#agriculture#ai#llm#advisory#multi-agent

English

Agri-SAGE is a new framework that integrates multi-agent LLM reasoning with biophysical simulation to enhance agricultural advisory systems. It addresses the limitations of static guidelines and offers context-aware recommendations, showing significant improvements over traditional practices through various reasoning approaches.

中文

Agri-SAGE是一个新框架，通过将多智能体LLM推理与生物物理模拟相结合，增强农业咨询系统。它解决了静态指导的局限性，并提供上下文感知的建议，通过多种推理方法显示出比传统做法显著的改善。