What Are Knowledge Graphs and How Do They Relate to LLMs?

Discover the fascinating intersection of knowledge graphs and large models in this in-depth video! 🚀 We’ll explore: What is a knowledge graph?: A structured way of representing real-world facts through entities and their relationships. The resurgence of knowledge graphs: Why they’ve gained renewed importance in addressing hallucinations in large models. The role of knowledge graphs in AI: How they complement vector databases to improve factual accuracy and reduce hallucinations in systems like Retrieval-Augmented Generation (RAG). Challenges and future opportunities: From constructing accur…