RAG¶
- 2005.11401_Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
- 2312.10997_Retrieval-Augmented Generation for Large Language Models: A Survey
- 2401.15884_CRAG: Corrective Retrieval Augmented Generation
- 2403.14403_Adaptive-RAG
- 2404.12457_RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
- 2404.16130_GraphRAG: From Local to Global: A GraphRAG Approach to Query-Focused Summarization
- 2405.16506_GRAG: Graph Retrieval-Augmented Generation
- 2406.13213_Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata
- 2410.05779_LightRAG: Simple and Fast Retrieval-Augmented Generation
- 2410.10450_KBLaM: Knowledge Base augmented Language Model
- 2504.03137_LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
- GraphRAG 官方文档