Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
☆934Nov 9, 2024Updated last year
Alternatives and similar repositories for KG_RAG
Users that are interested in KG_RAG are comparing it to the libraries listed below
Sorting:
- 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
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,143Mar 25, 2025Updated 11 months ago
- Awesome papers about unifying LLMs and KGs☆2,570May 2, 2025Updated 9 months ago
- Create knowledge graphs with LLMs☆501Oct 11, 2025Updated 4 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆494Mar 5, 2025Updated 11 months ago
- 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…☆627Mar 24, 2024Updated last year
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Jan 14, 2025Updated last year
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆31,031Feb 20, 2026Updated last week
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆353May 21, 2025Updated 9 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆228May 22, 2024Updated last year
- Neo4j graph construction from unstructured data using LLMs☆4,458Feb 20, 2026Updated last week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,237Sep 4, 2025Updated 5 months ago
- Precision Medicine Knowledge Graph (PrimeKG)☆707May 27, 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
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,325Jul 19, 2025Updated 7 months ago
- [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
- ☆322Feb 23, 2025Updated last year
- A simple, easy-to-hack GraphRAG implementation☆3,686Jan 27, 2026Updated last month
- Automatic Ontology and Knowledge Graph construction with LLM☆324Apr 24, 2025Updated 10 months ago
- Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA☆3,001Feb 12, 2026Updated 2 weeks ago
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,574Jan 28, 2026Updated last month
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆298Dec 24, 2024Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆734Mar 22, 2024Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆111May 2, 2023Updated 2 years ago
- 🤖 A Python library for learning and evaluating knowledge graph embeddings☆1,951Dec 17, 2025Updated 2 months ago
- Repository for the NaLLM project☆1,400Jun 28, 2024Updated last year
- A unifying framework for biomedical research knowledge graphs☆290Jan 22, 2026Updated last month
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,326May 25, 2024Updated last year
- Integrating knowledge graphs (KG) with large language models (LLM)☆189Jan 22, 2026Updated last month
- Retrieval and Retrieval-augmented LLMs☆11,329Dec 15, 2025Updated 2 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,789Aug 20, 2024Updated last year
- Supercharge Your LLM Application Evaluations 🚀☆12,736Updated this week
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,298Nov 9, 2024Updated last year
- We build KGs the way nature builds matter☆909Nov 8, 2025Updated 3 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,414May 27, 2025Updated 9 months ago
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆2,021Jul 5, 2025Updated 7 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆374May 22, 2024Updated last year
- Insightful Tutorials and Papers about Knowledge Graphs☆1,007Feb 15, 2026Updated 2 weeks ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆197Mar 28, 2024Updated last year