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51CTO
26 天
GitHub 上流行的 RAG 框架介绍及优缺点分析
近年来,GitHub 上涌现出了大量开源 RAG 框架,它们在架构设计、数据预处理、检索策略、生成策略等方面各具特色。接下来,我们将详细介绍几款较为流行的 RAG 框架,并分析它们各自的优缺点。 随着大型语言模型在自然语言处理中的广泛应用,其固有的知识 ...
51CTO
28 天
鸿蒙开发者社区
在人工智能领域,知识检索与处理方法一直在不断进化。过去,**基于检索增强生成(RAG,Retrieval-Augmented Generation)**的系统长期占据主流,但如今,**基于缓存增强生成(CAG,Cache-Augmented Generation)**的方法正在显示出其颠覆传统的潜力,逐渐成为新一代知识处理 ...
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