Ragyn — Enterprise Graph RAG

Point it at your own docs and start asking real questions — enterprise-grade graph RAG, Kubernetes-native, with a full audit trail and costing capabilities

Ragyn is a domain-agnostic enterprise graph RAG platform built for when your APIs and search bars run out of answers. It combines graph and vector retrieval, powered by Neo4j, to trace relationships, context, and multi-hop reasoning across your enterprise data — the way a knowledgeable colleague would. It's production-grade from day one: Kubernetes-native with scale-to-zero workers, full audit trails, a Data Readiness Report quality gate, and an LLM Guard–based prompt-injection defense layer. Exposed as a ragyn.query tool contract, it's agent-ready out of the box. Ragyn sits between raw graph-database power and black-box managed platforms — enough control without the research-project overhead.