LightRAG: Simple and Fast Retrieval-Augmented Generation LightRAG now supports comprehensive knowledge graph management capabilities, allowing you to create, edit, and delete entities and relationships within your knowledge graph
LightRAG: Simple and Fast Retrieval-Augmented Generation To address these challenges, we propose LightRAG, which incorporates graph structures into text indexing and retrieval processes This innovative framework employs a dual-level retrieval system that enhances comprehensive information retrieval from both low-level and high-level knowledge discovery