😭 GraphRAG is good and powerful, but the official implementation is difficult/painful to read or hack. 😊 This project provides a smaller, faster, cleaner ...

Abstract: Integrating local domain knowledge bases into domain-specific Question Answering (QA) systems enhances their professionalism and effectiveness. Recently, the Graph-based Retrieval-Augmented ...

AI/ML engineer blending fuzzy logic, ethical design, and real-world deployment. Traditional Retrieval-Augmented Generation (RAG) solved one big problem: LLMs know a lot, but only up to their training ...

Abstract: Retrieval augmented generation technology has made it significantly convenient to utilize large language models for knowledge base question answering on local document data, and it has ...

DeepSeek部署与运行测试： 国内大模型公司“深度求索”开发的DeepSeek-V3和DeepSeek-R1引起了市场广泛关注，以极低的训练成本，实现了与GPT-4o等顶尖模型相媲美的性能。我们在本篇报告中详细介绍了如何使用Ollama这一开源框架快速在本地实现模型部署和调用，列举了 ...

ABSTRACT: In the international shipping industry, digital intelligence transformation has become essential, with both governments and enterprises actively working to integrate diverse datasets. The ...

1 COSCO Shipping Technology Co., Ltd., Shanghai, China. 2 COSCO Shipping Specialized Carriers Co., Ltd., Guangzhou, China. In the international shipping industry, digital intelligence transformation ...

《GraphRAG实践应用白皮书》围绕知识图谱与GraphRAG展开，详细介绍了知识图谱的相关知识以及GraphRAG的应用与发展。 1. 知识图谱基础：知识图谱是结构化知识表示形式，将知识组织成多关系图，节点为实体，边为关系 ，可实现语义检索，广泛应用于智能搜索 ...