Neo4j graph construction from unstructured data using LLMs

Awesome papers about unifying LLMs and KGs

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

图深度学习（葡萄书），在线阅读地址： https://datawhalechina.github.io/grape-book

整理知识图谱相关学习资料

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

RAG that intelligently adapts to your use case, data, and queries