/KGQA-of-HongLouMeng

A KGQA project of fiction HongLouMeng.

Primary LanguageCSSMIT LicenseMIT

KGQA-of-HongLouMeng

inspired by https://github.com/chizhu/KGQA_HLM.

author license

DESCRIPTION

一个红楼梦知识图谱问答系统平台

screenshot

HOW TO USE

DOCKER

docker run -it -d -p 7474:7474 -p 7687:7687 -p 5000:5000 stegacrpto/hlmkgqa
#docker exec进入容器，修改相关配置
flask run --host:0.0.0.0

Linux平台（debian为例）

cd /etc/apt
echo "deb http://mirrors.aliyun.com/debian/ buster main non-free contrib" > sources.list
echo "deb-src http://mirrors.aliyun.com/debian/ buster main non-free contrib" >> sources.list
echo "deb http://mirrors.aliyun.com/debian-security buster/updates main" >> sources.list
echo "deb-src http://mirrors.aliyun.com/debian-security buster/updates main" >> sources.list
echo "deb http://mirrors.aliyun.com/debian/ buster-updates main non-free contrib" >> sources.list
echo "deb-src http://mirrors.aliyun.com/debian/ buster-updates main non-free contrib" >> sources.list
echo "deb http://mirrors.aliyun.com/debian/ buster-backports main non-free contrib" >> sources.list
echo "deb-src http://mirrors.aliyun.com/debian/ buster-backports main non-free contrib" >> sources.list
apt-get update
apt-get install python3.7
apt-get install python3-pip
pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple flask
pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple py2neo

#pyltp编译安装过程：（时间比较长）
cd ~
apt-get install git
git clone https://gitee.com/curled/pyltp.git
cd pyltp
git submodule init
git submodule update
# 修改patch/libs/python/src/converter/builtin_converters.cpp内51行，改_PyUnicode_AsString(obj)为(void*)_PyUnicode_AsString(obj)  
python3 setup.py install

#直接用wheel文件安装
pip3 install pyltp-0.2.3-cp37-cp37m-linux_x86_64.whl

#下载模型
cd~
wget http://model.scir.yunfutech.com/model/ltp_data_v3.4.0.zip
apt-get install unzip
unzip ltp_data_v3.4.0.zip

#修改配置，运行项目
git clone https://gitee.com/curled/KGQA-of-HongLouMeng.git
app.py模型路径修改为/root/ltp_data_v3.4.0
cd neo_db
#修改neo4j数据库信息
python3 create_graph.py
cd ..
flask run --host:0.0.0.0

Windows平台

#python环境要求：3.6&3.7
#安装相应的库
pip install py2neo
pip install flask
pip install pyltp(建议用现成的轮子安装)

#打开neo4j数据库并设置好数据库用户名密码后，修改neo_db目录下config.py相应配置。下载ltp语言模型，在app.py内设置好路径，htp目录运行test.py，应该正常运行，返回项目根目录。
flask run
#打开localhost:5000可看到运行项目

TODO

  • 全人物关系
  • 通过姓名查询
  • 问答系统
  • 人物节点详细信息