GraphRAG不是传统RAG的“替代品”，而是“补充方案”——它用额外的成本，换来了复杂场景下的推理能力和可靠性。随着GraphRAG-Bench这类基准的完善，未来我们或许能看到更高效、更轻量化的GraphRAG框架，让它在更多场景中落地。 在大模型时代，检索增强生成（RAG ...

RAGChecker is an advanced automatic evaluation framework designed to assess and diagnose Retrieval-Augmented Generation (RAG) systems. It provides a comprehensive suite of metrics and tools for ...

Abstract: The application of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems in the telecommunication domain presents unique challenges, primarily due to the complex ...

Rag'n'Bone Man took to social media to update fans on his health after cancelling a gig last minute. The singer, 40, whose real name is Rory Graham, has been on tour in Europe, but had to cancel a gig ...

There’s growing interest in making AI more practical, especially through techniques like retrieval-augmented generation (RAG). And it’s not just AI developers or enterprise tech teams who see the ...

Abstract: In industrial systems, diagnostic documents, such as fault logs recorded during routine operation and maintenance, contain a wealth of domain-specific knowledge. Leveraging these document ...

To operate, organisations in the financial services sector require hundreds of thousands of documents of rich, contextualised data. And to organise, analyse and then use that data, they are ...

It's very likely that when you're scouting for vintage finds, you are usually on the hunt for those valuable glass items at thrift stores or estate sales. But did you know there could be an expensive ...

大模型作为产业变革的核心引擎。通过RAG、Agent与多模态技术正在重塑AI与现实的交互边界。三者协同演进，不仅攻克了数据时效性、专业适配等核心挑战，更推动行业从效率革新迈向业务重构。本文将解析技术演进脉络、实战经验与未来图景，为读者提供前沿 ...

What if your AI agent could think twice before answering, catching mistakes and refining its responses on the fly? That’s the promise of integrating reflection steps into Retrieval-Augmented ...

Retrieval-augmented generation (RAG) has emerged as a powerful paradigm for enhancing the capabilities of large language models (LLMs). By combining LLMs’ creative generation abilities with retrieval ...