Tag: Retrieval-Augmented Generation
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RAGShield: Defense Against Knowledge Base Poisoning in RAG
Discover RAGShield, a multi-layered defense framework protecting government RAG systems from knowledge base poisoning and ensuring data integrity.
Adaptive Multi-Agent RAG with Evolving Orchestration
Discover HERA, a framework enhancing multi-agent RAG with adaptive orchestration and evolving prompts for improved complex query handling.
PAR2-RAG: Advanced Retrieval for Multi-Hop QA Accuracy
Discover PAR2-RAG, a novel framework boosting multi-hop question answering accuracy by 23.5% with advanced retrieval and reasoning techniques.
AstraAI: AI-Powered HPC Code Generation with LLM & AST
Discover AstraAI, an AI-driven framework using LLMs, retrieval, and AST analysis to boost HPC code generation efficiency and accuracy.
Maximizing RAG System Performance: Evaluation Insights
Discover how evaluation secrets impact RAG systems and learn strategies to improve accuracy and avoid metric overfitting in AI assessments.