1
Show HN: Warden – authorization gateway for agentic RAG
开源授权网关Warden，为智能体RAG系统提供访问控制与安全管理。
Article URL: https://github.com/geminimir/warden Comments URL: https://news.ycombinator.com/item?id=48959940 Points: 2 # Comments: 0
2
BLAgent: Agentic RAG for File-Level Bug Localization
文件级错误定位新范式：用Agentic RAG让大模型智能追踪代码漏洞，准确率提升显著
arXiv:2605.17965v2 Announce Type: replace-cross Abstract: Bug localization remains a key bottleneck for large language model (LLM)-based software main…
3
RAG vs. Agentic RAG vs. Graph RAG: Which One Actually Fits Your Use Case?
RAG三兄弟怎么选？经典、智能代理和图谱RAG的适用场景一次讲透，告别盲目选型。
If you’ve built anything with LLMs in the last couple of years, you’ve built a RAG pipeline. Embed the query, search a vector store, stuff the top chu…
4
From RAG to Agentic RAG for Faithful Islamic Question Answering
从标准RAG到智能体RAG，提升伊斯兰教问答的忠实性与可靠性
arXiv:2601.07528v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are increasingly used for Islamic question answering, where ung…
5
Classical RAG vs Agentic RAG: a practical decision guide
经典RAG与Agentic RAG优劣对比，帮你避开“检索坑”做出明智选择
"Should I use RAG or an agent?" comes up in almost every LLM project I work on. The honest answer is that they are not competing choices. Classical RA…
6
CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG
提出CuSearch课程采样法，通过搜索深度优化Agentic RAG的强化学习训练，提升效率
arXiv:2605.11611v2 Announce Type: replace Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a promising paradigm for trai…