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Flowcharts serve as integral visual aids, encapsulating both logical flows and specific component-level information in a manner easily interpretable by humans. However, automated parsing of these ...

That’s where retrieval augmented generation (RAG) fits in, which is an area where many vendors have offered various solutions. Today at AWS re:invent 2024 the company announced a series of new ...

RYAN Ryan Specialty Holdings, Inc.

RAG 是 Retrieval-Augmented Generation 的缩写，也就是检索增强生成的意思。它主要是为了解决大模型本身知识匮乏的问题。RAG 应用的主要流程包括索引、检索和生成。 虽然我们说大模型的特点之一是知识丰富，但这里的知识仅限于通用的知识，也就是网上能够很容易 ...

在2023年，检索增强型生成（RAG）技术占据了主导地位，而在2024年，智能体工作流程正在推动巨大的进步。使用AI智能体为构建更强大的、健壮的、多功能的大型语言模型（LLM）驱动的应用开辟了新的可能性。其中一个可能性是在智能体RAG流程中增强RAG流程中的AI ...