Google popularized the term "knowledge graph" in this 2012 blog post. Since then, there has been a massive momentum around ...

Therefore, we will ask an LLM to create the knowledge graph. Image from author, June 2024 Of course, it’s the LMI framework that efficiently guides the LLM to perform this task.

To start building your knowledge graph, set up a Neo4j database. It will be the backbone of your project. You’ll use the Cypher query language to add, change, and find complex network data.

The real value comes when graph databases and knowledge graphs are integrated, said Gnau. “In a multi-model platform, graph and semantic modeling capabilities work together to provide both structure ...

Data Squared (Data²), a small business dedicated to helping public and private sector organizations unlock the full potential of their data, is partnering with Neo4j, a leading graph database and ...

What is GraphRAG? GraphRAG is a retrieval method that uses knowledge graphs to store and manage structured data, serving as an alternative to VectorRAG (Vector Retrieval Augmented Generation ...

The knowledge graph model provides precise representation of structured spatial relationships and logical reasoning within the cognitive map, ...