| KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation | Sep 10, 2024 | Knowledge GraphsQuestion Answering | CodeCode Available | 9 |
| MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery | Sep 9, 2024 | MemorizationQuestion Answering | CodeCode Available | 7 |
| From RAG to Memory: Non-Parametric Continual Learning for Large Language Models | Feb 20, 2025 | Continual LearningKnowledge Graphs | CodeCode Available | 7 |
| MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents | Apr 16, 2024 | Fact CheckingRetrieval-augmented Generation | CodeCode Available | 7 |
| AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline | Oct 28, 2024 | RAGRetrieval | CodeCode Available | 7 |
| PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods | Jul 9, 2024 | Information RetrievalLEMMA | CodeCode Available | 7 |
| HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models | May 23, 2024 | HippocampusKnowledge Graphs | CodeCode Available | 7 |
| ColPali: Efficient Document Retrieval with Vision Language Models | Jun 27, 2024 | document understandingRAG | CodeCode Available | 7 |
| A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models | Jan 21, 2025 | RAGRetrieval | CodeCode Available | 7 |
| HuixiangDou2: A Robustly Optimized GraphRAG Approach | Mar 9, 2025 | RetrievalRetrieval-augmented Generation | CodeCode Available | 7 |
