Overview
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Explore how to optimize GraphRAG systems by combining property graph interfaces with RDF triple storage in this 33-minute conference talk. Learn about the two primary approaches to working with graphs - property graphs and RDF - and discover how merging these paradigms creates an optimal foundation for GraphRAG implementations. Examine practical techniques for building and utilizing knowledge graphs using the Dgraph graph database, and understand how knowledge graphs serve as the fundamental building blocks for developing AI Agents. Access comprehensive resources including Dgraph documentation, the Hypermode platform, the hyper-news GitHub repository, and early access to Hypermode Agents to implement the concepts discussed.
Syllabus
The Knowledge Graph Mullet: Trimming GraphRAG Complexity - William Lyon
Taught by
AI Engineer