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Retrieval-Augmented Generation for Large Language Models: A Survey visual
RAG/15 min read/Dec 18, 2023

RAG Survey

A systematic survey organizing RAG architectures, training strategies, applications, evaluation, and open challenges.

Best used as a map of the RAG design space before diving into individual retrieval and generation papers.

Yunfan Gao, Yun Xiong, Xinyu Gao

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PaperQA: Retrieval-Augmented Generative Agent for Scientific Research visual
RAG/10 min read/Dec 8, 2023

PaperQA

A retrieval-augmented research agent that searches scientific literature, evaluates source relevance, and synthesizes evidence-backed answers.

Strong foundation for building research RAG systems with retrieval, source assessment, and synthesis.

Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski

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