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Algorithms in the orchard: An embedding-based expert answering system for apple rust

As sustainable agricultural practices gain importance, the need for intelligent pest control decision-making has grown. This paper introduces SEEDS: Similarity-based Expert Embedding Decision System, a Retrieval-Augmented Generation (RAG) based agricultural question-answering (QA) system. It is buil...

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Principais autores: Astha Anand, Jian Shen, Armin Bernd Cremers, Marc Jacobs
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2025-12-01
coleção:Smart Agricultural Technology
Assuntos:
Embeddings
Retrieval-augmented generation
Knowledge graph
Apple rust
Large language model
Generative artificial intelligence
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2772375525003028
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