Скачать или смотреть Enhancing Multi-step RAG with Hypergraph Memory for Long-Context Complex Relational Modeling

🚀 Introducing HGMem a novel framework designed to enhance Multi-step RAG performance

🕸️ Utilizing Hypergraph-based Memory to capture intricate relationships between multiple entities

📏 Solving the core challenges of long-context reasoning and complex relational modeling

🔄 Detailed analysis of the dynamic memory update mechanism for seamless information retrieval

📊 Benchmarking results showing significant improvements in multi-hop question answering tasks

🛠️ Exploring the technical architecture that pushes the boundaries of Large Language Models capabilities

#RAG #Hypergraph #AI #MachineLearning #LLM #HGMem #DeepLearning #InformationRetrieval

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