| From RAG to Memory: Non-Parametric Continual Learning for Large Language Models | Feb 20, 2025 | Continual LearningKnowledge Graphs | CodeCode Available | 7 | 5 |
| PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods | Jul 9, 2024 | Information RetrievalLEMMA | CodeCode Available | 7 | 5 |
| RAGAS: Automated Evaluation of Retrieval Augmented Generation | Sep 26, 2023 | RAGRetrieval | CodeCode Available | 6 | 5 |
| SGLang: Efficient Execution of Structured Language Model Programs | Dec 12, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 6 | 5 |
| RAG-R1 : Incentivize the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism | Jun 30, 2025 | Question AnsweringRAG | CodeCode Available | 5 | 5 |
| Retrieval-Augmented Generation for AI-Generated Content: A Survey | Feb 29, 2024 | Information RetrievalLarge Language Model | CodeCode Available | 5 | 5 |
| KBLaM: Knowledge Base augmented Language Model | Oct 14, 2024 | 8kGPU | CodeCode Available | 5 | 5 |
| RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation | Aug 15, 2024 | DiagnosticRAG | CodeCode Available | 5 | 5 |
| Search-o1: Agentic Search-Enhanced Large Reasoning Models | Jan 9, 2025 | Code Generation | CodeCode Available | 5 | 5 |
| Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG | Jan 15, 2025 | Natural Language UnderstandingRAG | CodeCode Available | 5 | 5 |
