Knowledge-enhanced large language model construction for garlic cultivation using GraphRAG

Kai Zhou, Mengyao Dong, Xinkai Meng, Jiacheng Lv, Xiaojun Long, Rui Hou, Yuhua Li, Jialin Hou

Open source

DOI: 10.3389/fpls.2026.1912355
Published: 2026-08-18
Container: Frontiers in Plant Science
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fpls.2026.1912355,
  title = {Knowledge-enhanced large language model construction for garlic cultivation using GraphRAG},
  author = {Kai Zhou and Mengyao Dong and Xinkai Meng and Jiacheng Lv and Xiaojun Long and Rui Hou and Yuhua Li and Jialin Hou},
  year = {2026},
  journal = {Frontiers in Plant Science},
  doi = {10.3389/fpls.2026.1912355},
  url = {https://doi.org/10.3389/fpls.2026.1912355}
}

RIS

TY  - JOUR
TI  - Knowledge-enhanced large language model construction for garlic cultivation using GraphRAG
AU  - Kai Zhou
AU  - Mengyao Dong
AU  - Xinkai Meng
AU  - Jiacheng Lv
AU  - Xiaojun Long
AU  - Rui Hou
AU  - Yuhua Li
AU  - Jialin Hou
PY  - 2026
JO  - Frontiers in Plant Science
DO  - 10.3389/fpls.2026.1912355
UR  - https://doi.org/10.3389/fpls.2026.1912355
ER  -

APA

Zhou, K., Dong, M., Meng, X., Lv, J., Long, X., Hou, R., Li, Y., & Hou, J. (2026). Knowledge-enhanced large language model construction for garlic cultivation using GraphRAG. Frontiers in Plant Science. https://doi.org/10.3389/fpls.2026.1912355

Source records

crossref · retrieved 2026-09-25T01:29:04.835Z