VORA HYPER RAG is an enterprise-integrated Hyper RAG system designed to reflect the complex data environments and query patterns that companies encounter in real business operations. It is built to progressively structure and connect an organization’s entire document and data assets, ultimately enabling more accurate answers.
Its biggest differentiator is that it does not rely on a single search method. In addition to vector search, it incorporates precise keyword search, ontology-based navigation, and knowledge graph-based multilingual clustering to deliver more stable and accurate results. The RAG system itself also learns and evolves through user-based documents.
VORA HYPER RAG supports not only Microsoft Office and PDF files, but also HWP and Apple iWork documents. It is designed as a multimodal enterprise AI system capable of processing images, audio, and video simultaneously. When searching tabular data such as CSV and Excel files, it automatically creates an in-memory database.
The HYDE engine of VORA HYPER RAG is integrated with Linkbricks Horizon-AI’s intelligent agent workflow. This enables the system to go beyond simple document search and support collaboration with other RAG systems as well as integration with external real-time data sources.
In addition, reflecting enterprise demand, VORA HYPER RAG supports both cloud and on-premises versions.
In connection with this, a total of four new patents have been filed.
「VORA HYPER RAG」 HYPER RAG KNOWLEDGE GRAPH ONTOLOGY RAG VORA