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Updated: Jan 11, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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针对水文学和环境科学领域的特定嵌入模型:增强语义检索和问答

Ramteja Sajja1,2, Yusuf Sermet1,3, Ibrahim Demir1,3,4

  • 1IIHR - Hydroscience and Engineering, University of Iowa, Iowa City, IA 52242, USA.

Water science and technology : a journal of the International Association on Water Pollution Research
|November 14, 2025
PubMed
概括

像HydroEmbed这样的域特定嵌入程序可以改善水文学和环境科学中的问题解答. 这些模型增强了专业科学领域的检索增强生成系统.

关键词:
水力公司LLM大型语言模型 (LLM)检索增强生成 (RAG) 是指检索增强生成.域特定的嵌入方式精细调整 精细调整语义检索 语义检索 语义检索

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