iMoonLab / Hyper-RAGLinks
"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, and Yue Gao.
☆234Updated last month
Alternatives and similar repositories for Hyper-RAG
Users that are interested in Hyper-RAG are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆320Updated 4 months ago
- Document-level Retrieval Augmented Knowledge Graph Construction☆198Updated 3 months ago
- the official repo for E^ 2GraphRAG: Streamlining Graph-based RAG for High Efficiency and Effectiveness☆143Updated 2 months ago
- [AAAI 2026 🔥 Poster] ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning☆317Updated 4 months ago
- [arxiv: 2503.23895] Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement☆169Updated 5 months ago
- Agentic RAG R1 Framework via Reinforcement Learning☆367Updated last week
- Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval☆69Updated last month
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆158Updated 5 months ago
- ☆192Updated 7 months ago
- The official repository of NodeRAG☆409Updated 10 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆157Updated last month
- Chat2Graph: Graph Native Agentic System.☆392Updated 2 months ago
- made RAG pipeline better in table data☆117Updated last year
- FlexRAG: A RAG Framework for Information Retrieval and Generation.☆229Updated 2 weeks ago
- ☆123Updated 6 months ago
- recursive rag with r1 reasoning☆330Updated 8 months ago
- XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation☆115Updated 3 weeks ago
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆117Updated 11 months ago
- MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding☆287Updated 5 months ago
- Open replication of DeepSeek R1 for text-to-graph extraction.☆99Updated 11 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆343Updated 8 months ago
- A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects☆72Updated 6 months ago
- Awesome Deep Research list! For more details, please refer to our survey paper -- A Comprehensive Survey of Deep Research: Systems, Metho…☆399Updated 3 months ago
- Code implementation for DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning.☆43Updated 4 months ago
- Fine-Tuning Dataset Auto-Generation for Graph Query Languages.☆87Updated 2 months ago
- Integrating Tool Use into LLM Reasoning☆705Updated 11 months ago
- Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".☆70Updated last year
- [EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.☆497Updated 2 months ago
- This is the official repo for GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation☆60Updated 5 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆147Updated 11 months ago