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 Shenzhen, please feel free to contact us by email (xuchengjin@idea.edu.cn)
☆627Mar 24, 2024Updated last year
Alternatives and similar repositories for ToG
Users that are interested in ToG are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆228May 22, 2024Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆335Sep 22, 2025Updated 5 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆494Mar 5, 2025Updated 11 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆89Jan 13, 2025Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,143Mar 25, 2025Updated 11 months ago
- ☆106Feb 18, 2025Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆374May 22, 2024Updated last year
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆70Oct 24, 2024Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆529Mar 19, 2025Updated 11 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆298Dec 24, 2024Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆934Nov 9, 2024Updated last year
- The last data dump of Freebase with introductory explanation of its schema☆102Jul 16, 2023Updated 2 years ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆201Aug 16, 2024Updated last year
- This contains script that reimplements KAPING framework (Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Quest…☆28Mar 2, 2024Updated last year
- ☆32Jan 13, 2025Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Aug 12, 2024Updated last year
- An Open-sourced Knowledgable Large Language Model Framework.☆1,374Jan 11, 2025Updated last year
- Awesome papers about unifying LLMs and KGs☆2,565May 2, 2025Updated 9 months ago
- ☆11May 17, 2024Updated last year
- LightPROF: A Lightweight Reasoning Framework for LLMs on Knowledge Graphs☆40Feb 16, 2026Updated last week
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆413Jun 12, 2024Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆234May 20, 2025Updated 9 months ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆417Nov 28, 2023Updated 2 years ago
- ☆58Jul 10, 2025Updated 7 months ago
- Official repository of KG-GPT☆74Oct 18, 2023Updated 2 years ago
- ☆25Apr 15, 2025Updated 10 months ago
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆477Dec 10, 2024Updated last year
- ☆67Jan 11, 2025Updated last year
- RAGOnMedicalKG，将大模型RAG与KG结合，完成demo级问答，旨在给出基础的思路。☆341Mar 31, 2024Updated last year
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆217Jan 26, 2026Updated last month
- NeurIPS 2024: RAGraph: A General Retrieval-Augmented Graph Learning Framework☆21Feb 4, 2025Updated last year
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,323Jul 19, 2025Updated 7 months ago
- ☆322Feb 23, 2025Updated last year
- A simple, easy-to-hack GraphRAG implementation☆3,686Jan 27, 2026Updated last month
- The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering☆112Oct 1, 2022Updated 3 years ago
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆828May 28, 2024Updated last year
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆31,031Feb 20, 2026Updated last week
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆66Jan 27, 2025Updated last year
- ☆20Apr 3, 2025Updated 10 months ago