因为qdrant向量数据库只支持docker部署，所以在服务器上安装一下docker
apt update apt install apt-transport-https ca-certificates curl gnupg lsb-release curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg echo "deb [arch=amd64 signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null apt update apt install docker-ce docker-ce-cli containerd.io
验证Docker安装是否成功：执行以下命令验证Docker是否安装成功：
docker run hello-world
到此就安装docker完成了！
安装qdrant向量数据库
docker pull qdrant/qdrant docker run -p 6333:6333 qdrant/qdrant
守护进程模式运行
docker run -d -p 6333:6333 qdrant/qdrant