| Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Aug 8, 2024 | ChunkingFact Checking | CodeCode Available | 4 | 5 |
| SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis | May 22, 2025 | DiversityInformation Retrieval | CodeCode Available | 4 | 5 |
| Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | May 22, 2020 | Fact VerificationQuestion Answering | CodeCode Available | 4 | 5 |
| Retrieval-Augmented Generation for Large Language Models: A Survey | Dec 18, 2023 | HallucinationRAG | CodeCode Available | 4 | 5 |
| Benchmarking Retrieval-Augmented Generation for Medicine | Feb 20, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 4 | 5 |
| Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions | Aug 1, 2024 | Medical Question AnsweringMedQA | CodeCode Available | 4 | 5 |
| Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation | Feb 4, 2025 | BenchmarkingInformation Retrieval | CodeCode Available | 4 | 5 |
| Retrieval-Augmented Generation with Hierarchical Knowledge | Mar 13, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 4 | 5 |
| R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning | May 22, 2025 | MemorizationRAG | CodeCode Available | 4 | 5 |
| Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization | Apr 2, 2024 | RAGRetrieval | CodeCode Available | 4 | 5 |
| COS-Mix: Cosine Similarity and Distance Fusion for Improved Information Retrieval | Jun 2, 2024 | Information RetrievalRAG | CodeCode Available | 4 | 5 |
| Generative Representational Instruction Tuning | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 | 5 |
| s3: You Don't Need That Much Data to Train a Search Agent via RL | May 20, 2025 | RAGReinforcement Learning (RL) | CodeCode Available | 4 | 5 |
| OpenResearcher: Unleashing AI for Accelerated Scientific Research | Aug 13, 2024 | RAGRetrieval | CodeCode Available | 3 | 5 |
| FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation | Jun 14, 2025 | Language ModelingLanguage Modelling | 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 |
| From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Mar 13, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 | 5 |
| Parametric Retrieval Augmented Generation | Jan 27, 2025 | Domain AdaptationRAG | CodeCode Available | 3 | 5 |
| A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning | Jun 3, 2025 | Decision MakingDiagnostic | CodeCode Available | 3 | 5 |
| Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation | Sep 19, 2024 | RAGRetrieval | CodeCode Available | 3 | 5 |
| Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation | Feb 12, 2025 | cross-modal alignmentmultimodal generation | CodeCode Available | 3 | 5 |
| RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework | Aug 2, 2024 | BenchmarkingDataset Generation | CodeCode Available | 3 | 5 |
| OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking | Jan 16, 2025 | ArticlesRetrieval-augmented Generation | CodeCode Available | 3 | 5 |
| PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths | Feb 18, 2025 | RAGRetrieval | CodeCode Available | 3 | 5 |
| MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System | Mar 12, 2025 | ChunkingComputational Efficiency | CodeCode Available | 3 | 5 |
