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Modular RAG: A Reconfigurable Framework by gupeng.nju is a document available to read on EtoBox.

The paper introduces the Modular RAG framework, which aims to enhance the traditional Retrieval-augmented Generation (RAG) systems by decomposing them into independent modules and specialized operators for improved flexibility and scalability. It addresses limitations of existing RAG paradigms, such as shallow understanding of queries and retrieval redundancy, and proposes a three-tier architecture to optimize retrieval efficiency and system maintainability. The framework also explores new operators and par

Author

gupeng.nju

Language

EN