Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
☆940Nov 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
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。☆352Mar 31, 2024Updated 2 years ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,186Mar 2, 2026Updated 2 months ago
- Awesome papers about unifying LLMs and KGs☆2,591May 2, 2025Updated 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…☆648Mar 24, 2024Updated 2 years ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆517Mar 5, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [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☆33,016May 13, 2026Updated last week
- Create knowledge graphs with LLMs☆507Oct 11, 2025Updated 7 months ago
- Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents☆365May 21, 2025Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆241May 22, 2024Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆340Sep 22, 2025Updated 7 months ago
- Precision Medicine Knowledge Graph (PrimeKG)☆754May 27, 2024Updated last year
- Automatic Ontology and Knowledge Graph construction with LLM☆344Apr 24, 2025Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆544Mar 19, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 简单实现了一下基于知识图谱和文本文档联合做检索增强(RAG)大模型的实现，这里采用的数据分别是管廊维护领域的文本文档和专家知识图谱☆24Jun 6, 2024Updated last year
- Neo4j graph construction from unstructured data using LLMs☆4,683May 5, 2026Updated 2 weeks ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,523Sep 4, 2025Updated 8 months ago
- ☆324Feb 23, 2025Updated last year
- [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction☆4,392Jul 19, 2025Updated 10 months ago
- A simple, easy-to-hack GraphRAG implementation☆3,845Jan 27, 2026Updated 3 months ago
- 🤖 A Python library for learning and evaluating knowledge graph embeddings☆1,999May 9, 2026Updated last week
- Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA☆3,188Feb 12, 2026Updated 3 months ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆207Mar 28, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,322Nov 9, 2024Updated last year
- Repository for the NaLLM project☆1,404Jun 28, 2024Updated last year
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,790Aug 20, 2024Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆734Mar 22, 2024Updated 2 years ago
- We build KGs the way nature builds matter☆947Apr 30, 2026Updated 3 weeks ago
- Supercharge Your LLM Application Evaluations 🚀☆13,896Feb 24, 2026Updated 2 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆112May 2, 2023Updated 3 years ago
- Insightful Tutorials and Papers about Knowledge Graphs☆1,042May 11, 2026Updated last week
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆382May 22, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,763Jan 28, 2026Updated 3 months ago
- RAG with knowledge graphs implemented from scratch☆39Jan 7, 2024Updated 2 years ago
- Retrieval and Retrieval-augmented LLMs☆11,686Apr 22, 2026Updated 3 weeks ago
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆2,104Jul 5, 2025Updated 10 months ago
- KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques☆51Dec 9, 2024Updated last year
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,381May 25, 2024Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆306Dec 24, 2024Updated last year