Join Robert and Haley as they dive into the intriguing world of Knowledge Graphs and their powerful role in modern AI systems, including Graph RAG (gRAG) technology. Discover how giants like Google and Microsoft are using these advanced frameworks to elevate large language model (LLM) capabilities and enable deeper, context-driven answers. We’ll unpack:
- How Knowledge Graphs Work: The fundamental components—nodes, edges, and relationships—that make Knowledge Graphs powerful for structured data.
- Why Companies are Adopting Graph RAG: How gRAG enhances LLMs by creating rich, relevant responses across search engines and query tools.
- Building a Knowledge Graph: A quick guide to constructing a basic gRAG system from scratch.
With examples from top tech companies, we’ll explore how this tech is shaping the future of data, query systems, and real-time AI-driven insights. Dive into the complex, interconnected world of knowledge representation with us!
