Dictionary

RAG en · NOUN

Meanings

1. (abbreviation, alt-of, initialism, qualifier:machine learning, uncountable) Initialism of retrieval-augmented generation: a method of augmenting performance of LLMs (large language models) by serving them a curated selection of data input, via a combination of relevant data libraries and on-the-fly but relevant search results.
   alt of retrieval-augmented generation
   • Moreover, the effectiveness of RAG might decrease if the knowledge base becomes “polluted” by LLM-generated content. 2025, Siming Huang, Yuliang Xu, Mingmeng Geng, Yao Wan, Dongping Chen, Wikipedia in the Era of LLMs: Evolution and Risks, →DOI: