Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents

arXiv:2604.14220v1 Announce Type: cross Abstract: This research paper addresses the limitations of semantic search in complex enterprise document ecosystems. Traditional RAG pipelines often fail to capture hierarchical and interconnected information, leading to retrieval inaccuracies. We propose Agentic Knowledge Graphs featuring Recursive Crawling as a robust solution for navigating superseding logic and multi-hop references. Our benchmark evaluation using the Code of Federal Regulations (CFR)