Entity Deduplication and Custom Retrieval Methods to Increase GraphRAG Accuracy
Background The Property Graph Index is an excellent addition to LlamaIndex and an upgrade from the previous knowledge graph integration. The data representation is now slightly different. In the previous integration, the graph was represented with triples, but now we have a proper property graph integration where nodes have labels and optionally node properties.
Example of a property graph model
Each node is as...