Retrieval-Augmented Generation

A technique used to improve the quality, accuracy, and freshness of AI responses by grounding them in retrieved source documents. RAG systems retrieve relevant content from indexed sources before generating a response. EntityMap improves RAG output quality by providing structured, pre-verified entity relationships and evidence chunks rather than requiring the model to infer relationships from unstructured prose.

A technique used to improve the quality, accuracy, and freshness of AI responses by grounding them in retrieved source documents. RAG systems retrieve relevant content from indexed sources before generating a response. EntityMap improves RAG output quality by providing structured, pre-verified entity relationships and evidence chunks rather than requiring the model to infer relationships from unstructured prose.