| BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack | Jun 14, 2024 | Question AnsweringRetrieval-augmented Generation | CodeCode Available | 9 |
| HuixiangDou2: A Robustly Optimized GraphRAG Approach | Mar 9, 2025 | RetrievalRetrieval-augmented Generation | CodeCode Available | 7 |
| From RAG to Memory: Non-Parametric Continual Learning for Large Language Models | Feb 20, 2025 | Continual LearningKnowledge Graphs | CodeCode Available | 7 |
| VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos | Feb 3, 2025 | Knowledge GraphsRAG | CodeCode Available | 7 |
| A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models | Jan 21, 2025 | RAGRetrieval | CodeCode Available | 7 |
| PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation | Jan 20, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 7 |
| AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline | Oct 28, 2024 | RAGRetrieval | CodeCode Available | 7 |
| MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery | Sep 9, 2024 | MemorizationQuestion Answering | CodeCode Available | 7 |
| PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods | Jul 9, 2024 | Information RetrievalLEMMA | CodeCode Available | 7 |
| ColPali: Efficient Document Retrieval with Vision Language Models | Jun 27, 2024 | document understandingRAG | CodeCode Available | 7 |
