Popular GitHub Repositories for Kgqa

基于大模型 RAG 知识库的知识图谱问答系统。Llamaindex + VueJS + Flask + Neo4j。大模型适配 OpenAI、国内主流大模型平台的模型调用、本地 vllm 部署。支持推理模型DeepSeek-R1、联网检索。

基于知识图谱的《红楼梦》人物关系可视化及问答系统

基于医药知识图谱的智能问答系统

Insightful Tutorials and Papers about Knowledge Graphs

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

? Neural SPARQL Machines for Knowledge Graph Question Answering.

Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"

[EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs

[AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs

Code for our CIKM'21 paper "Complex Temporal Qestion Answering on Knowledge Graphs"

一个关于血色衣冠的对话机器人， 基于 Rasa, 可语音与机器人对话

[WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning

Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets

基于知识图谱的问答系统

Repository for the implementation for the poster - "Toward Exploring Knowledge Graphs with LLMs", SEMANTiCS'24.

基于Neo4j的电影知识图的设计与实现