The Knowledge Graph Mullet: Trimming GraphRAG Complexity - William Lyon
This talk introduces the "Knowledge Graph Mullet," a hybrid approach combining property graph and RDF triple concepts for more versatile knowledge graph management. It advocates for using a property graph model for data interaction and querying, while leveraging the scalability of RDF triples for the underlying storage. The presentation demonstrates this approach using Dgraph, an open-source graph database, and explores its application in building sophisticated Graph RAG (Retrieval Augmented Generation) workflows and AI agents.
World's Fair 2025 33 min