LHRLAB / HyperGraphRAGLinks
HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
☆97Updated last month
Alternatives and similar repositories for HyperGraphRAG
Users that are interested in HyperGraphRAG are comparing it to the libraries listed below
Sorting:
- Graph Foundation Model for Retrieval Augmented Generation☆100Updated last week
- ☆131Updated 2 months ago
- ☆51Updated 5 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆96Updated 5 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆260Updated 6 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆140Updated 6 months ago
- ☆360Updated 3 months ago
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆92Updated 2 weeks ago
- "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Sh…☆156Updated this week
- ☆191Updated 3 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆66Updated 6 months ago
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆106Updated 5 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆69Updated 3 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆140Updated 2 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆199Updated last year
- ☆42Updated last week
- Efficient Automated Knowledge Graph Generation for Large Language Models☆113Updated last year
- Open replication of DeepSeek R1 for text-to-graph extraction.☆95Updated 5 months ago
- [ACL 2025] The official GitHub repository for TC-RAG (Turing-Complete RAG)☆64Updated 4 months ago
- ☆159Updated last month
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆341Updated last year
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆534Updated last year
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆315Updated last month
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆441Updated 6 months ago
- Official code for Dynamic Parametric RAG.☆135Updated last month
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆65Updated 4 months ago
- ☆61Updated 6 months ago
- ☆57Updated 3 weeks ago
- ☆124Updated 11 months ago
- A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects☆35Updated last week