Definition and development background of UltraRAG
UltraRAG is an innovative RAG (Retrieval Augmented Generation) system solution designed to simplify the implementation process of complex AI tasks through modular architecture and automation technology. The system is jointly developed by four top organizations, THUNLP group at Tsinghua University, NEUIR group at Northeastern University, Modelbest.Inc, and 9#AISoft, integrating the technological strengths of both academic research institutions and industry.
Core Functional Features
- End-to-end automated processes: Covering the full chain from data construction, model fine-tuning to inference evaluation
- Visualization Interface: Lowering the technical barrier to use with a no-code WebUI
- multimodal support: Includes VisRAG solutions designed for visual data
Technical Highlights
The system uses patented methods such as KBAlign and RAG-DDR to realize one-click data processing, and provides multi-dimensional performance verification through the RAGEval evaluation system, which significantly improves the knowledge accuracy of the big model in the professional field.
This answer comes from the articleUltraRAG: A One-Stop RAG System Solution to Simplify Data Construction and Model Fine-TuningThe
