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1.deepseek本地部署

在Ollama官网下载

需要魔法下载

curl -fsSL https://ollama.com/install.sh | sh

在官网找到需要下载的deepseek模型版本

 复制命令到终端

ollama run deepseek-r1:7b

停止ollama服务

sudo systemctl stop ollama # sudo systemctl stop ollama.service

开启ollama服务

 sudo systemctl start ollama.service

查看ollama服务状态

sudo systemctl start ollama.service

2.Dify本地部署

安装好docker

git clone https://github.com/langgenius/dify.git

cd dify
cd docker
cp .env.example .env
#########
#在.env文件的最后添加
#启用自定义模型
CUSTOM_MODEL_ENABLED=true
#指定Ollama的API地址（根据部署环境调整IP）
OLLAMA_API_BASE_URL=host.docker.internal:11434OLLAMA_API_BASE_URL=host.docker.internal:11434
########
docker compose up -d

此处若报错

+] Running 9/9✘ sandbox Error       Cannot connect to the Docker daemon at unix:///var...                3.8s ✘ api Error           Cannot connect to the Docker daemon at unix:///var/run...            3.8s ✘ worker Error        Cannot connect to the Docker daemon at unix:///var/...               3.8s ✘ weaviate Error      Cannot connect to the Docker daemon at unix:///va...                 3.8s ✘ web Error           Cannot connect to the Docker daemon at unix:///var/run...            3.8s ✘ db Error            Cannot connect to the Docker daemon at unix:///var/run/...           3.8s ✘ ssrf_proxy Error    Get "https://registry-1.docker.io/v2/": proxyco...                   3.8s ✘ redis Error         Get "https://registry-1.docker.io/v2/": proxyconnect...              3.8s ✘ plugin_daemon Error Cannot connect to the Docker daemon at unix:...                      3.8s 
Error response from daemon: Get "https://registry-1.docker.io/v2/": proxyconnect tcp: dial tcp 11.0.250.2:10023: connect: connection refused

配置代理下载

systemctl edit docker.service

[Service]
Environment="HTTP_PROXY=http://ip:port/"
Environment="HTTPS_PROXY=http://ip:port/"
Environment="NO_PROXY=localhost,127.0.0.0/8"

访问http://localhost/install 如果服务器没有界面可在另外浏览器访问http://服务器IP/install

登陆后进入界面点击右上角设置

点击模型供应商下滑找到Ollama

点击添加模型

服务器终端输入ollama list找到添加的模型名称拷贝输入

基础URL填入可能报错

2f0>: Failed to establish a new connection: [Errno 111] Connection refused'))

解决办法

systemctl edit ollama.service

对于每个环境变量，在 [Service] 部分下添加一行 Environment

[Service]
Environment="OLLAMA_HOST=0.0.0.0"

systemctl daemon-reload
systemctl restart ollama

参考链接

https://zhuanlan.zhihu.com/p/22000177368