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 ...

There’s been a debate of sorts in AI circles about which database is more important in finding truthful information in generative AI applications: graph or vector databases. AWS decided to leave the ...

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 ...

The intersection of large language models and graph databases is one that’s rich with possibilities. The folks at property graph database maker Neo4j today took a first step in realizing those ...