This blog post was co-authored with Tuana Çelik
Create a free graph database instance in Neo4j AuraDB
Retrieval-augmented generation (RAG) has emerged as a powerful technique for enhancing LLMs with external knowledge, but traditional vector-based RAG approaches are increasingly showing their limitations when dealing with complex, interconnected information. Simple semantic similarity searches often fail to capture nuanced relationships between entities, struggle with multi-hop reasoning, a...