gensai.aiGraphRAG is a variant of RAG that relies on a knowledge graph, a network of entities (people, products, places) and the relationships between them, rather than on plain text passages. Popularised by Microsoft Research in 2024, the approach handles cross-cutting questions that require connecting several documents better.
In practice at Gensai
Gensai is exploring GraphRAG for highly interconnected document bases, where classic RAG struggles to link sources together.
Same theme
Definition written with AI assistance, checked by Sébastien Lecocq, co-founder of Gensai.
Going beyond the definition?
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