| RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation | Aug 21, 2024 | RAGRetrieval | CodeCode Available | 3 |
| syftr: Pareto-Optimal Generative AI | May 26, 2025 | Bayesian OptimizationRAG | CodeCode Available | 3 |
| From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Mar 13, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 |
| GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation | Feb 3, 2025 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 3 |
| PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models | Feb 12, 2024 | Answer GenerationHallucination | CodeCode Available | 3 |
| PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths | Feb 18, 2025 | RAGRetrieval | CodeCode Available | 3 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 |
| RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing | Apr 30, 2024 | Computational EfficiencyHallucination | CodeCode Available | 3 |
| Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB | Apr 1, 2025 | Decision MakingRAG | CodeCode Available | 3 |
| OpenResearcher: Unleashing AI for Accelerated Scientific Research | Aug 13, 2024 | RAGRetrieval | CodeCode Available | 3 |
| BERGEN: A Benchmarking Library for Retrieval-Augmented Generation | Jul 1, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine | Aug 6, 2024 | Medical Visual Question AnsweringOrgan Detection | CodeCode Available | 3 |
| OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking | Jan 16, 2025 | ArticlesRetrieval-augmented Generation | CodeCode Available | 3 |
| Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation | Sep 19, 2024 | RAGRetrieval | CodeCode Available | 3 |
| Panza: Design and Analysis of a Fully-Local Personalized Text Writing Assistant | Jun 24, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 3 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
| FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation | Jun 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries | Jan 27, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| GRAG: Graph Retrieval-Augmented Generation | May 26, 2024 | Entity RetrievalKnowledge Graphs | CodeCode Available | 3 |
| Multi-Head RAG: Solving Multi-Aspect Problems with LLMs | Jun 7, 2024 | BenchmarkingDecoder | CodeCode Available | 3 |
| Parametric Retrieval Augmented Generation | Jan 27, 2025 | Domain AdaptationRAG | CodeCode Available | 3 |
| MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models | Oct 16, 2024 | DiagnosticHallucination | CodeCode Available | 3 |
| A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning | Jun 3, 2025 | Decision MakingDiagnostic | CodeCode Available | 3 |
| Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception | Oct 16, 2024 | Binary ClassificationChunking | CodeCode Available | 3 |
| Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation | Feb 12, 2025 | cross-modal alignmentmultimodal generation | CodeCode Available | 3 |
