CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm
With Cuckoo Filter
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm
With Cuckoo Filter
Although retrieval-augmented generation(RAG) significantly improves generation quality by retrieving external knowledge bases and integrating generated content, it faces computational efficiency bottlenecks, particularly in knowledge retrieval tasks involving hierarchical structures for Tree-RAG. This paper proposes a Tree-RAG acceleration method based on the improved Cuckoo Filter, which optimizes entity localization during the …