Supercharging Knowledge Access: Advanced RAG Techniques with LLaMA 3
This article explores combining LLaMA 3 with advanced Retrieval Augmented Generation (RAG) techniques, addressing semantic fragmentation and context loss in traditional RAG systems through innovative approaches like knowledge graph construction, community detection, and intelligent indexing to significantly enhance information retrieval capabilities.