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From Retrieval to Response: Tracing the Impact of Embedding Quality in RAG Systems

Recently, Retrieval Augmented Generation (RAG) has emerged as a powerful paradigm for enhancing the capability of Large Language Models (LLMs) by incorporating external, up-to-date, or domain-specific information through retrieval mechanisms. In their implementation, RAG systems usually rely on vect...

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Detalles Bibliográficos
Principais autores: Orlando Amaral Cejas, Yuejun Guo, Qiang Tang
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2025-01-01
Series:IEEE Access
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Acceso en liña:https://ieeexplore.ieee.org/document/11300859/
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