RAG (Retrieval-Augmented Generation) faces several critical technical challenges: data quality, semantic gap, and low hit rits. This talk will dive into RAGFlow’s innovative strategies to tackle these challenges, while introducing Infinity – RAGFlow’s next-generation database designed specifically for RAG optimization. We’ll demonstrate how Infinity redefines hybrid search capabilities through native AI integration and specialized architectural enhancements for knowledge-intensive retrieval tasks.
