Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production

Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private ...
腾讯网

2026 RAG 选型指南：Vector、Graph、Vectorless 该怎么挑

点击上方“Deephub Imba”,关注公众号,好文章不错过 !检索找到了某个语义上接近的片段，LLM 围绕它写出一段文字，但是没人发现答案是错的。这是 vector RAG 调参解决不了的失败问题。而现在有2种方法可以解决他：GraphRAG ...
腾讯网

Vector | Graph：蚂蚁首个开源Graph RAG框架设计解读

本文作者设计了一个通用的开源RAG框架，以兼容未来多样化的基础研究建设和工程化应用诉求。 检索增强生成（RAG：Retrieval Augmented Generation）技术旨在把信息检索与大模型结合，以缓解大模型推理“幻觉”的问题。近来关于RAG的研究如火如荼，支持RAG的开源框架 ...
CIO

Vector Database vs. Knowledge Graph: Making the Right Choice When Implementing RAG

Whether IT leaders opt for the precision of a Knowledge Graph or the efficiency of a Vector DB, the goal remains clear—to harness the power of RAG systems and drive innovation, productivity, and ...
Business Insider

What are vector graphics? A guide to the infinitely scalable images, and how they differ ...

Vector graphics are infinitely scalable images created using mathematically defined elements. In simpler terms, you can make a vector graphic as large or small as you want without losing any quality.
VentureBeat

Neo4j brings vectors to graph database

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Graph database vendor Neo4j announced today new capabilities for vector ...
TechCrunch

Google Cloud expands its database portfolio with new AI capabilities

Google is hosting a version of its Cloud Next conference in Tokyo this week, and it’s putting the focus squarely on tweaking its databases for AI workloads (because at this point in 2024, AI is the ...