Tagged articles

Enterprise Knowledge Management

3 articles · Page 1 of 1
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
Aug 9, 2026 · Artificial Intelligence

Why Ontology Can Be More Precise Than RAG While Requiring Less Engineering Effort?

The article compares RAG and ontology‑based knowledge graphs, showing that although both appear simple in demos, ontology often delivers higher precision with greater engineering cost, and argues that true simplification comes from architectural trade‑offs rather than choosing a supposedly "simple" technology.

AIComplexityEnterprise Knowledge Management
0 likes · 9 min read
Why Ontology Can Be More Precise Than RAG While Requiring Less Engineering Effort?
DataFunSummit
DataFunSummit
May 17, 2025 · Artificial Intelligence

Integrating Knowledge Graphs with DeepSeek AI for Enterprise Knowledge Management

This presentation explores how combining knowledge graphs with DeepSeek large‑model agents can revolutionize enterprise knowledge management, detailing DeepSeek’s technical strengths, the graph‑model complementarity paradigm, various knowledge types, practical frameworks, case studies, and future outlooks for AI‑enhanced intelligent systems.

Artificial IntelligenceDeepSeekEnterprise Knowledge Management
0 likes · 23 min read
Integrating Knowledge Graphs with DeepSeek AI for Enterprise Knowledge Management
DataFunSummit
DataFunSummit
Oct 27, 2024 · Artificial Intelligence

How Siemens Harnesses Generative AI to Build the Enterprise Knowledge Chatbot “XiaoYu”

This article describes Siemens' journey in applying generative AI and Retrieval‑Augmented Generation to create an internal knowledge chatbot, detailing the business challenges, technical architecture, data integration, multi‑modal capabilities, deployment outcomes, and strategic lessons for enterprise AI adoption.

AI chatbotData IntegrationEnterprise Knowledge Management
0 likes · 21 min read
How Siemens Harnesses Generative AI to Build the Enterprise Knowledge Chatbot “XiaoYu”