According to the latest analysis by Future Market Insights, the AI-Ready Enterprise Knowledge Graph Market is poised for exceptional growth as organizations ...

According to the latest analysis by Future Market Insights, the AI-Ready Enterprise Knowledge Graph Market is poised for ...

RAGSearch 的代码和评测脚本已经开源。如果你正在设计一个生产级 RAG 系统，这个基准值得跑一遍——它会告诉你，在你的具体场景下，那些建图成本到底值不值。 2024 年 GraphRAG 爆火以来，「要不要建图」成了 RAG 系统设计中最常被讨论的决策。建图能显著提升多 ...

Abstract: Recently, cyberattacks have quickly evolved and transformed from isolated incidents into multiple layers, multi-stage attack chains, posing unprecedented challenges to cybersecurity defenses ...

LlamaIndex launches GraphRAG notebook to enhance LLM accuracy and relevance in information retrieval. Integration with NebulaGraph simplifies setup and use of GraphRAG for various applications.

Abstract: Graph retrieval augmented generation (GraphRAG) systems are popularly used in various domains and can help overcome the limitations of flat document search by capturing complex entity ...

图检索增强生成（GraphRAG）已成为大模型解决复杂领域知识问答的重要解决方案之一。然而，当前学界和开源界的方案都面临着三大关键痛点： 开销巨大：通过 LLM 构建图谱及社区，Token 消耗大，耗时长，经济与时间成本高昂。 效果瓶颈：对复杂问答的解析精度 ...

一周前，我们开源了Youtu-Agent，两步即可搭建智能体。（参考阅读：腾讯开源Youtu-Agent，搭建Agent只需两步） 今天，腾讯优图实验室进一步开源 Youtu-GraphRAG—— 这是一款全新的图检索增强生成框架，主打大语言模型+GraphRAG模式，把知识组织成「图谱」，再交给大 ...

Large Language Models (LLMs) have set new benchmarks in natural language processing, but their tendency for hallucination—generating inaccurate outputs—remains a critical issue for knowledge-intensive ...

GraphRAG 是一种扩展的 RAG 范式，通过构建图结构来组织背景知识，其中节点代表实体、事件或主题，边代表它们之间的逻辑、因果或关联关系。它不仅检索直接相关的节点，还会遍历图以捕获相互连接的子图，从而发现隐藏的模式。 1. 生成准确性（Generation Accuracy ...

在全球数字化浪潮的推动下，大语言模型凭借其卓越的自然语言处理能力，引领着自然语言理解与生成的新纪元。但与此同时，数据随之呈爆炸式增长，也为企业带来了空前的机遇与挑战。如何在海量数据中高效地挖掘、组织和应用知识，则成为企业提升决策 ...

Microsoft announced an update to GraphRAG that improves AI search engines’ ability to provide specific and comprehensive answers while using less resources. This update speeds up LLM processing and ...