#rag-framework News & Analysis

2 articles tagged with #rag-framework. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 25/10

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SortingHat: Redefining Operating Systems Education with a Tailored Digital Teaching Assistant

SortingHat is an AI-powered digital teaching assistant designed to personalize Operating Systems education using retrieval augmented generation, multi-agent reinforcement learning, and 3D digital human interfaces. The system adapts to individual student learning styles, generates customized exercises, and provides automated grading with personalized feedback to address the traditionally high difficulty of OS courses.

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AINeutralarXiv – CS AI · May 276/10

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Intelligent Detection and Mitigation of Carpet-Bombing DDoS Attacks in SDN Using Retrieval-Augmented Generation and Large Language Models

Researchers propose a RAG-based framework leveraging Large Language Models to detect and mitigate Carpet-Bombing DDoS attacks in Software-Defined Networks. The system achieves high detection accuracy without traditional supervised training, addressing a critical vulnerability in SDN's centralized architecture through intelligent traffic behavior classification.