AI 大模型

RAG / 检索增强生成

检索增强生成、向量检索、知识库问答和面向大模型的搜索系统。

2025-11-03 至 2025-11-03 共收录 2 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 图谱与结构化RAG 2 篇

2507.02652 2025-11-03 cs.AI cs.CL cs.IR 75%

HiRA: A Hierarchical Reasoning Framework for Decoupled Planning and Execution in Deep Search

Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Yang Zhao, Hongjin Qian, Zhicheng Dou

专题命中图谱与结构化RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.IR、cs.CL、cs.AI

Comments 9 pages

2510.27051 2025-11-03 cs.AI cs.LG 70%

Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement

Aaditya Shukla, Sidney Knowles, Meenakshi Madugula, Dave Farris, Ryan Angilly, Santiago Pombo, Anbang Xu, Lu An, Abhinav Balasubramanian, Tan Yu, Jiaxiang Ren, Rama Akkiraju

专题命中图谱与结构化RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.AI

Comments 20 pages, 5 figures, 5 tables. Presents MAPE-K control loop application to enterprise AI agent improvement with experimental validation on NVIDIA's NVInfo AI system