AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
arXiv:2510.17934v2 Announce Type: replace
Abstract: Retrieval-augmented generation (RAG) has shown some success in augmenting large language models (LLMs) with external knowledge. However, as a non-parametric knowledge integration paradigm for LLMs, R…