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arXiv9h ago
5.0

Stateful Evidence-Driven Retrieval-Augmented Generation with Iterative Reasoning

Qi Dong, Ziheng Lin, Ning Ding

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Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorypaper
Topics
ragreasoningagents

Opportunity Brief

Build a modular RAG agent that transforms retrieved chunks into 'reasoning units' before generation. Focus on an extensible interface for different logic extractors.

Suggested repo: reason-rag

"Stop feeding raw text to your LLM; feed it structured reasoning steps."

Estimated effort: 60h