| FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation | Jun 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| GRAG: Graph Retrieval-Augmented Generation | May 26, 2024 | Entity RetrievalKnowledge Graphs | CodeCode Available | 3 | 5 |
| RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing | Apr 30, 2024 | Computational EfficiencyHallucination | CodeCode Available | 3 | 5 |
| PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths | Feb 18, 2025 | RAGRetrieval | CodeCode Available | 3 | 5 |
| Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation | Sep 19, 2024 | RAGRetrieval | CodeCode Available | 3 | 5 |
| Panza: Design and Analysis of a Fully-Local Personalized Text Writing Assistant | Jun 24, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 3 | 5 |
| OpenResearcher: Unleashing AI for Accelerated Scientific Research | Aug 13, 2024 | RAGRetrieval | CodeCode Available | 3 | 5 |
| Parametric Retrieval Augmented Generation | Jan 27, 2025 | Domain AdaptationRAG | CodeCode Available | 3 | 5 |
| MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries | Jan 27, 2024 | BenchmarkingRAG | CodeCode Available | 3 | 5 |
| OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking | Jan 16, 2025 | ArticlesRetrieval-augmented Generation | CodeCode Available | 3 | 5 |
| Ai2 Scholar QA: Organized Literature Synthesis with Attribution | Apr 15, 2025 | Question AnsweringRetrieval | CodeCode Available | 3 | 5 |
| Multi-Head RAG: Solving Multi-Aspect Problems with LLMs | Jun 7, 2024 | BenchmarkingDecoder | CodeCode Available | 3 | 5 |
| PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models | Feb 12, 2024 | Answer GenerationHallucination | CodeCode Available | 3 | 5 |
| Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse | Sep 17, 2024 | In-Context LearningRAG | CodeCode Available | 2 | 5 |
| cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree | Jun 18, 2025 | ChunkingCode Generation | CodeCode Available | 2 | 5 |
| MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training | Jul 31, 2024 | RAGReranking | CodeCode Available | 2 | 5 |
| DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models | Mar 15, 2024 | RAGRetrieval | CodeCode Available | 2 | 5 |
| LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search | Oct 24, 2024 | ClusteringGPU | CodeCode Available | 2 | 5 |
| LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 2 | 5 |
| LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking | Apr 10, 2025 | RerankingRetrieval-augmented Generation | CodeCode Available | 2 | 5 |
| LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering | Oct 23, 2024 | ChunkingQuestion Answering | CodeCode Available | 2 | 5 |
| Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers | Mar 22, 2024 | Information Retrieval | CodeCode Available | 2 | 5 |
| LitLLM: A Toolkit for Scientific Literature Review | Feb 2, 2024 | RAGRetrieval | CodeCode Available | 2 | 5 |
| DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation | May 12, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation | Jan 30, 2024 | HallucinationKnowledge Distillation | CodeCode Available | 2 | 5 |
