August 16, 2026

Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production

blue and red cargo ship on sea during daytime
Ian Taylor / Unsplash

Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, embedding them into a vector database, and retrieving top-k results via...