Omniracle

什么是检索增强生成(RAG)技术?

检索增强生成(RAG)技术是一种结合了大型语言模型(LLM)和外部知识库的生成式AI方法。它通过检索外部知识库来获取信息,并将其与语言模型的生成能力相结合,以生成更准确和丰富的文本。RAG技术可以应用于各种自然语言处理任务,例如文本生成、问答系统和对话系统等。

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什么是 RAG?— 检索增强生成 AI 详解 — AWS

什么是 RAG?— 检索增强生成 AI 详解 — AWS

什么是检索增强生成(RAG),企业如何及为何使用 RAG AI,以及如何将 RAG 与 AWS 结合使用。......

aws.amazon.com

检索增强生成(RAG):从理论到 LangChain 实践 [译] | 宝玉的分享

检索增强生成(RAG):从理论到 LangChain 实践 [译] | 宝玉的分享

从学术论文的理论到利用 OpenAI、Weaviate 和 LangChain 的 Python 应用实现......

baoyu.io

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www.promptingguide.ai

什么是检索增强生成? | NVIDIA 英伟达博客

什么是检索增强生成? | NVIDIA 英伟达博客

为了理解这一生成式 AI 领域的最新进展,让我们以法庭为例。 法官通常根据对法律的一般理解来审理和判决案件。但有些案件需要用到特殊的专业知识,如医疗事故诉讼或劳资纠纷等,因此法官会派法庭书记员去图书馆寻找可以引用的先例和具体案例。......

blogs.nvidia.cn

面向大语言模型的检索增强生成技术:综述 [译] | 宝玉的分享

面向大语言模型的检索增强生成技术:综述 [译] | 宝玉的分享

在这篇综述中,我们关注的是面向大语言模型(Large Language Model)的检索增强生成技术。这项技术通过结合检索机制,增强了大语言模型在处理复杂查询和生成更准确信息方面的能力。我们从同济大学和复旦大学的相关研究团队出发,综合分析了该领域的最新进展和未来趋势。......

baoyu.io

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什么是检索增强生成 (RAG)?| RAG 全面指南 | Elastic

什么是检索增强生成 (RAG)?| RAG 全面指南 | Elastic

定义检索增强生成及其在技术和应用程序方面的用例。理解检索增强生成的优势、挑战和未来趋势。 .........

www.elastic.co

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The sky appears blue primarily due to a phenomenon known as Rayleigh scattering. This occurs when sunlight interacts with the gases and small particles in Earth's atmosphere. Sunlight, or white light,...