ShipSquad

What is GraphRAG?

AI Engineering

Last updated:

A RAG approach that organizes knowledge as a graph of entities and relationships for more structured retrieval.

GraphRAG builds a knowledge graph from source documents, extracting entities and their relationships. At query time, it traverses the graph to gather context, enabling better multi-hop reasoning and more complete answers than flat vector search alone.

Related Terms

Further Reading

Ready to assemble your AI squad?

10 specialized AI agents. One mission. $99/mo + your Claude subscription.

Start Your Mission