Graph-COM / SubgraphRAGLinks
[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
☆142Updated 10 months ago
Alternatives and similar repositories for SubgraphRAG
Users that are interested in SubgraphRAG are comparing it to the libraries listed below
Sorting:
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆216Updated 7 months ago
- ☆236Updated 9 months ago
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆196Updated last month
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆84Updated 11 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆292Updated last year
- ☆100Updated 10 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆397Updated last year
- ☆57Updated 5 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆223Updated last year
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆74Updated 9 months ago
- ☆500Updated 8 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆520Updated 9 months ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆140Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆482Updated 9 months ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆107Updated 10 months ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆127Updated last month
- [IEEE Intelligent Systems] Awesome-Graph-augmented-LLM-Agent (GLA)☆55Updated last month
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆361Updated 9 months ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆37Updated 11 months ago
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆147Updated 7 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆210Updated last year
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆34Updated 7 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆145Updated last year
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆117Updated 2 years ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Updated last year
- This is the official repo for GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation☆57Updated 4 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆69Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆141Updated last year
- [ACL'25 Main] Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆37Updated 7 months ago
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆295Updated 3 months ago