GraphRAG organizes information into a graph ... The framework supports question answering on top of the popular Wikidata knowledge graph. Example questions that can be answered are “Name a ...

We have fed the knowledge graph with the same information we used for the RAG. Is the quality of the answers better? Let’s see on the same example ... the drawback of GraphRAG is the latency ...

In today’s data-driven world, efficient data retrieval has become critical for organizations striving to maintain a competitive edge. Slow retrieval processes and high operational costs are ...

Diffbot’s AI model leverages this resource by querying the graph in real time to retrieve information, rather than relying on static knowledge encoded in its training data. For example ...

GraphRAG takes this concept further by leveraging the structured relationships in knowledge graphs. As Arjun Landes, engineering manager at Glean, explains: “The fact that we were able to build ...