A Retrieval-Augmented Generation (RAG) system using DeepSeek-R1 LLM via SambaNova API to answer questions based on PDF documents.

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RAG通过引入外部知识库，检索相关信息来增强模型的输出，从而解决这些问题。 在AI应用爆发的时代，RAG（Retrieval-Augmented Generation，检索增强生成）技术正逐渐成为AI 2.0时代的“杀手级”应用。它通过将信息检索与文本生成相结合，突破了传统生成模型在知识 ...

“ RAG是一项入门很简单，但实际操作起来却很困难的技术之一；RAG是模型无关的独立技术栈，它的核心是文档和检索，RAG本身并不具备生成的能力，结合模型才具备生成能力 ” 最近在做RAG方面的应用，关于RAG技术很多人应该都了解过，毕竟其也算是大模型应用 ...

DeepSeek与检索增强生成（RAG）技术的结合，为搭建本地知识库提供了强大的技术支持。DeepSeek+RAG本地知识库技术是一种结合深度求索（DeepSeek）大模型与检索增强生成（RAG）技术的创新方案，旨在构建高效、智能的本地化知识库系统。 ‌DeepSeek大模型‌：DeepSeek是 ...

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Chinese state media has welcomed Donald Trump's move to cut public funding for news outlets Voice of America and Radio Free Asia, which have long reported on authoritarian regimes. The decision ...