GraphRAG

Retrieval-augmented generation in which a language model answers from a knowledge graph built over the source texts, rather than from isolated text chunks.

builds on

• Knowledge graph concept [src]
• Retrieval-augmented generation concept [src]

proposed by

• From Local to Global: A Graph RAG Approach to Query-Focused Summarization writing 2024 [src]

Sources

• https://arxiv.org/abs/2404.16130