AgroMetLLM: An evapotranspiration and agro-advisory system using localized large language models in resource-constrained edge

We introduce AgroMetLLM, an on-device agrometeorological advisory system that combines five validated evapotranspiration (ET) models with various quantized Large Language Models (LLMs) on a Raspberry Pi 4B. The users specify a location, 3-7-day horizon by using Gradio interface and LLM; Open-Meteo...

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Bibliographic Details

Published in:	Journal of Agrometeorology
Main Authors:	PARTHA PRATIM RAY, MOHAN PRATAP PRADHAN
Format:	Article
Language:	English
Published:	Association of agrometeorologists 2025-09-01
Subjects:	AgroMetLLM Evapotranspiration Raspberry Pi 4B Quantized LLMs Ollama Inference Open-Meteo API
Online Access:	https://journal.agrimetassociation.org/index.php/jam/article/view/3081