New Paradigm of Large Language Models: RAG for Cost Reduction and Efficiency

New Paradigm of Large Language Models: RAG for Cost Reduction and Efficiency

1 Algorithm Introduction Retrieval Augmented Generation (RAG) has become one of the hottest applications of large language models (LLM). After the recent boom in large models, everyone must have a certain understanding of their capabilities. However, when we apply large models to practical business scenarios, we find that generic foundational models generally cannot meet our … Read more

Research on the Construction of Knowledge Graph for Spleen and Stomach Diseases

Research on the Construction of Knowledge Graph for Spleen and Stomach Diseases

Research Background In the era of big data and artificial intelligence, the position of literature as a core knowledge carrier has not changed. However, the current methods of literature resource management, such as information retrieval, databases, subject headings, and classification systems, cannot meet the higher-level needs of researchers. The knowledge graph is a novel mass … Read more