{"id":84525,"date":"2026-07-26T13:57:37","date_gmt":"2026-07-26T05:57:37","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/84525.html"},"modified":"2026-07-26T13:57:37","modified_gmt":"2026-07-26T05:57:37","slug":"%e4%bb%8e%e9%9b%b6%e6%90%ad%e5%bb%ba%e5%b1%80%e5%9f%9f%e7%bd%91%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%9aubuntu-server-ollama-litellm-claude-code-%e5%ae%8c%e6%95%b4%e6%8c%87","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/84525.html","title":{"rendered":"\u4ece\u96f6\u642d\u5efa\u5c40\u57df\u7f51\u5927\u6a21\u578b\u670d\u52a1\u5668\uff1aUbuntu Server + Ollama + LiteLLM + Claude Code \u5b8c\u6574\u6307\u5357"},"content":{"rendered":"<p id=\"main-toc\">\u76ee\u5f55<\/p>\n<p id=\"-toc\" style=\"margin-left:40px\">\n<p id=\"%E5%89%8D%E8%A8%80-toc\" style=\"margin-left:40px\">\u524d\u8a00<\/p>\n<p id=\"%E6%9E%B6%E6%9E%84%E6%80%BB%E8%A7%88-toc\" style=\"margin-left:40px\">\u67b6\u6784\u603b\u89c8<\/p>\n<p id=\"%E7%AC%AC%E4%B8%80%E9%83%A8%E5%88%86%EF%BC%9A%E5%AE%89%E8%A3%85%20Docker%20%E7%8E%AF%E5%A2%83-toc\" style=\"margin-left:40px\">\u7b2c\u4e00\u90e8\u5206&#xff1a;\u5b89\u88c5 Docker \u73af\u5883<\/p>\n<p id=\"1.1%20%E5%AE%89%E8%A3%85%20Docker-toc\" style=\"margin-left:80px\">1.1 \u5b89\u88c5 Docker<\/p>\n<p id=\"1.2%20%E9%AA%8C%E8%AF%81%20Docker%20%E5%AE%89%E8%A3%85-toc\" style=\"margin-left:80px\">1.2 \u9a8c\u8bc1 Docker \u5b89\u88c5<\/p>\n<p id=\"1.3%20%E9%85%8D%E7%BD%AE%20Docker%20%E9%95%9C%E5%83%8F%E5%8A%A0%E9%80%9F%E5%99%A8%EF%BC%88%E5%9B%BD%E5%86%85%E7%8E%AF%E5%A2%83%EF%BC%89-toc\" style=\"margin-left:80px\">1.3 \u914d\u7f6e Docker \u955c\u50cf\u52a0\u901f\u5668&#xff08;\u56fd\u5185\u73af\u5883&#xff09;<\/p>\n<p id=\"%C2%A0%E7%AC%AC%E4%BA%8C%E9%83%A8%E5%88%86%EF%BC%9A%E9%83%A8%E7%BD%B2%20Ollama%20%E6%A8%A1%E5%9E%8B%E6%9C%8D%E5%8A%A1-toc\" style=\"margin-left:40px\">\u00a0\u7b2c\u4e8c\u90e8\u5206&#xff1a;\u90e8\u7f72 Ollama \u6a21\u578b\u670d\u52a1<\/p>\n<p id=\"2.1%20%E5%88%9B%E5%BB%BA%20Docker%20%E7%BD%91%E7%BB%9C-toc\" style=\"margin-left:80px\">2.1 \u521b\u5efa Docker \u7f51\u7edc<\/p>\n<p id=\"2.2%20%E8%BF%90%E8%A1%8C%20Ollama%20%E5%AE%B9%E5%99%A8-toc\" style=\"margin-left:80px\">2.2 \u8fd0\u884c Ollama \u5bb9\u5668<\/p>\n<p id=\"2.3%20%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B-toc\" style=\"margin-left:80px\">2.3 \u4e0b\u8f7d\u6a21\u578b<\/p>\n<p id=\"2.4%20%E9%AA%8C%E8%AF%81%E6%A8%A1%E5%9E%8B%E5%B7%B2%E4%B8%8B%E8%BD%BD-toc\" style=\"margin-left:80px\">2.4 \u9a8c\u8bc1\u6a21\u578b\u5df2\u4e0b\u8f7d<\/p>\n<p id=\"%E7%AC%AC%E4%B8%89%E9%83%A8%E5%88%86%EF%BC%9A%E9%83%A8%E7%BD%B2%20LiteLLM%20%E7%BB%9F%E4%B8%80%E7%BD%91%E5%85%B3-toc\" style=\"margin-left:40px\">\u7b2c\u4e09\u90e8\u5206&#xff1a;\u90e8\u7f72 LiteLLM \u7edf\u4e00\u7f51\u5173<\/p>\n<p id=\"3.1%20%E5%88%9B%E5%BB%BA%E9%85%8D%E7%BD%AE%E6%96%87%E4%BB%B6-toc\" style=\"margin-left:80px\">3.1 \u521b\u5efa\u914d\u7f6e\u6587\u4ef6<\/p>\n<p id=\"3.2%20%E8%BF%90%E8%A1%8C%20PostgreSQL%20%E6%95%B0%E6%8D%AE%E5%BA%93-toc\" style=\"margin-left:80px\">3.2 \u8fd0\u884c PostgreSQL \u6570\u636e\u5e93<\/p>\n<p id=\"3.3%20%E8%BF%90%E8%A1%8C%20LiteLLM%20%E5%AE%B9%E5%99%A8-toc\" style=\"margin-left:80px\">3.3 \u8fd0\u884c LiteLLM \u5bb9\u5668<\/p>\n<p id=\"3.4%20%E9%AA%8C%E8%AF%81%20LiteLLM%20%E8%BF%90%E8%A1%8C-toc\" style=\"margin-left:80px\">3.4 \u9a8c\u8bc1 LiteLLM \u8fd0\u884c<\/p>\n<p id=\"3.5%20%E7%99%BB%E5%BD%95%E7%AE%A1%E7%90%86%E7%95%8C%E9%9D%A2-toc\" style=\"margin-left:80px\">3.5 \u767b\u5f55\u7ba1\u7406\u754c\u9762<\/p>\n<p id=\"%C2%A0%E7%AC%AC%E5%9B%9B%E9%83%A8%E5%88%86%EF%BC%9A%E9%AA%8C%E8%AF%81%20API%20%E8%B0%83%E7%94%A8-toc\" style=\"margin-left:40px\">\u00a0\u7b2c\u56db\u90e8\u5206&#xff1a;\u9a8c\u8bc1 API \u8c03\u7528<\/p>\n<p id=\"4.1%20%E6%B5%8B%E8%AF%95%E8%81%8A%E5%A4%A9%E6%8E%A5%E5%8F%A3-toc\" style=\"margin-left:80px\">4.1 \u6d4b\u8bd5\u804a\u5929\u63a5\u53e3<\/p>\n<p id=\"4.2%20%E6%B5%8B%E8%AF%95%20Qwen%20%E6%A8%A1%E5%9E%8B-toc\" style=\"margin-left:80px\">4.2 \u6d4b\u8bd5 Qwen \u6a21\u578b<\/p>\n<p id=\"%E7%AC%AC%E4%BA%94%E9%83%A8%E5%88%86%EF%BC%9AClaude%20Code%20%E8%BF%9E%E6%8E%A5%E6%9C%AC%E5%9C%B0%E6%A8%A1%E5%9E%8B-toc\" style=\"margin-left:40px\">\u7b2c\u4e94\u90e8\u5206&#xff1a;Claude Code \u8fde\u63a5\u672c\u5730\u6a21\u578b<\/p>\n<p id=\"5.1%20%E5%9C%A8%E5%8F%B0%E5%BC%8F%E6%9C%BA%E5%AE%89%E8%A3%85%20Claude%20Code-toc\" style=\"margin-left:80px\">5.1 \u5728\u53f0\u5f0f\u673a\u5b89\u88c5 Claude Code<\/p>\n<p id=\"5.2%20%E9%85%8D%E7%BD%AE%20Claude%20Code-toc\" style=\"margin-left:80px\">5.2 \u914d\u7f6e Claude Code<\/p>\n<p id=\"5.3%20%E5%90%AF%E5%8A%A8%20Claude%20Code-toc\" style=\"margin-left:80px\">5.3 \u542f\u52a8 Claude Code<\/p>\n<p id=\"5.4%20%E5%88%87%E6%8D%A2%E6%A8%A1%E5%9E%8B-toc\" style=\"margin-left:80px\">5.4 \u5207\u6362\u6a21\u578b<\/p>\n<p id=\"%C2%A0%E5%B8%B8%E7%94%A8%E7%AE%A1%E7%90%86%E5%91%BD%E4%BB%A4-toc\" style=\"margin-left:40px\">\u00a0\u5e38\u7528\u7ba1\u7406\u547d\u4ee4<\/p>\n<p id=\"Docker%20%E5%AE%B9%E5%99%A8%E7%AE%A1%E7%90%86-toc\" style=\"margin-left:80px\">Docker \u5bb9\u5668\u7ba1\u7406<\/p>\n<p id=\"Ollama%20%E6%A8%A1%E5%9E%8B%E7%AE%A1%E7%90%86-toc\" style=\"margin-left:80px\">Ollama \u6a21\u578b\u7ba1\u7406<\/p>\n<p id=\"%E7%BD%91%E7%BB%9C%E6%A3%80%E6%9F%A5-toc\" style=\"margin-left:80px\">\u7f51\u7edc\u68c0\u67e5<\/p>\n<p id=\"%C2%A0%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98%E8%A7%A3%E5%86%B3-toc\" style=\"margin-left:40px\">\u00a0\u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/p>\n<p id=\"Q1%3A%20LiteLLM%20%E5%90%AF%E5%8A%A8%E6%8A%A5%E6%95%B0%E6%8D%AE%E5%BA%93%E8%BF%9E%E6%8E%A5%E9%94%99%E8%AF%AF-toc\" style=\"margin-left:80px\">Q1: LiteLLM \u542f\u52a8\u62a5\u6570\u636e\u5e93\u8fde\u63a5\u9519\u8bef<\/p>\n<p id=\"Q2%3A%20Claude%20Code%20%E6%97%A0%E6%B3%95%E8%BF%9E%E6%8E%A5%E6%9C%8D%E5%8A%A1%E5%99%A8-toc\" style=\"margin-left:80px\">Q2: Claude Code \u65e0\u6cd5\u8fde\u63a5\u670d\u52a1\u5668<\/p>\n<p id=\"Q3%3A%20%E6%A8%A1%E5%9E%8B%E4%B8%8B%E8%BD%BD%E9%80%9F%E5%BA%A6%E6%85%A2-toc\" style=\"margin-left:80px\">Q3: \u6a21\u578b\u4e0b\u8f7d\u901f\u5ea6\u6162<\/p>\n<p id=\"Q4%3A%20%E5%AE%B9%E5%99%A8%E7%AB%AF%E5%8F%A3%E5%86%B2%E7%AA%81-toc\" style=\"margin-left:80px\">Q4: \u5bb9\u5668\u7aef\u53e3\u51b2\u7a81<\/p>\n<p id=\"%E7%BB%93%E8%AF%AD-toc\" style=\"margin-left:40px\">\u7ed3\u8bed<\/p>\n<hr id=\"hr-toc\" \/>\n<h3 id=\"%E5%89%8D%E8%A8%80\">\u524d\u8a00<\/h3>\n<p>\u672c\u6587\u5c06\u5e26\u4f60\u5728\u4e00\u53f0\u00a0Ubuntu Server\u00a0\u670d\u52a1\u5668\u4e0a&#xff0c;\u4ece\u96f6\u5f00\u59cb\u642d\u5efa\u4e00\u5957\u5b8c\u6574\u7684\u672c\u5730\u5927\u6a21\u578b\u670d\u52a1&#xff0c;\u5e76\u8ba9\u5c40\u57df\u7f51\u5185\u7684\u00a0Claude Code\u00a0\u80fd\u591f\u8c03\u7528\u8fd9\u4e9b\u6a21\u578b\u3002\u65e0\u8bba\u4f60\u662f\u60f3\u62e5\u6709\u4e00\u4e2a\u79c1\u6709\u7684 AI \u7f16\u7a0b\u52a9\u624b&#xff0c;\u8fd8\u662f\u60f3\u5728\u56e2\u961f\u5185\u5171\u4eab\u6a21\u578b\u80fd\u529b&#xff0c;\u8fd9\u7bc7\u6307\u5357\u90fd\u80fd\u5e2e\u5230\u4f60\u3002<\/p>\n<p>\u63a8\u8350\u786c\u4ef6\u914d\u7f6e&#xff1a;<\/p>\n<ul>\n<li>\n<p>16 \u6838\u4ee5\u4e0a CPU<\/p>\n<\/li>\n<li>\n<p>64GB \u4ee5\u4e0a\u5185\u5b58&#xff08;\u63a8\u8350 128GB&#043;&#xff09;<\/p>\n<\/li>\n<li>\n<p>100GB \u4ee5\u4e0a\u53ef\u7528\u78c1\u76d8\u7a7a\u95f4<\/p>\n<\/li>\n<\/ul>\n<p>\u6700\u7ec8\u6548\u679c&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u2705 \u670d\u52a1\u5668\u672c\u5730\u8fd0\u884c DeepSeek-R1 32B\u3001Qwen3.5 27B \u7b49\u6a21\u578b<\/p>\n<\/li>\n<li>\n<p>\u2705 \u901a\u8fc7 LiteLLM \u63d0\u4f9b OpenAI \u517c\u5bb9\u7684\u7edf\u4e00 API<\/p>\n<\/li>\n<li>\n<p>\u2705 \u5c40\u57df\u7f51\u5185\u4efb\u610f\u8bbe\u5907\u53ef\u901a\u8fc7 Claude Code \u8c03\u7528\u672c\u5730\u6a21\u578b<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"%E6%9E%B6%E6%9E%84%E6%80%BB%E8%A7%88\">\u67b6\u6784\u603b\u89c8<\/h3>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              Ubuntu Server (\u670d\u52a1\u5668 IP)                       \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510   \u2502<br \/>\n\u2502  \u2502                   Docker Network                     \u2502   \u2502<br \/>\n\u2502  \u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u2502   \u2502<br \/>\n\u2502  \u2502  \u2502  Ollama   \u2502  \u2502 PostgreSQL\u2502  \u2502    LiteLLM      \u2502  \u2502   \u2502<br \/>\n\u2502  \u2502  \u2502  :11434   \u2502  \u2502  :5432    \u2502  \u2502    :4000        \u2502  \u2502   \u2502<br \/>\n\u2502  \u2502  \u2502           \u2502\u25c4\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2502                 \u2502  \u2502   \u2502<br \/>\n\u2502  \u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2502   \u2502<br \/>\n\u2502  \u2502        \u2502                                  \u2502           \u2502   \u2502<br \/>\n\u2502  \u2502        \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518           \u2502   \u2502<br \/>\n\u2502  \u2502                       \u2502                               \u2502   \u2502<br \/>\n\u2502  \u2502              \u6a21\u578b\u6587\u4ef6 (ollama volume)                  \u2502   \u2502<br \/>\n\u2502  \u2502              deepseek-r1:32b (19GB)                   \u2502   \u2502<br \/>\n\u2502  \u2502              qwen3.5:27b (17GB)                       \u2502   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518   \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n                              \u2502<br \/>\n                              \u2502 HTTP API (\u7aef\u53e3 4000)<br \/>\n                              \u2502<br \/>\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                             \u25bc                             \u2502<br \/>\n\u2502                    \u5c40\u57df\u7f51\u53f0\u5f0f\u673a                            \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u2502<br \/>\n\u2502  \u2502                   Claude Code                        \u2502  \u2502<br \/>\n\u2502  \u2502  settings.json:                                      \u2502  \u2502<br \/>\n\u2502  \u2502    ANTHROPIC_BASE_URL&#061;http:\/\/\u670d\u52a1\u5668IP:4000          \u2502  \u2502<br \/>\n\u2502  \u2502    ANTHROPIC_AUTH_TOKEN&#061;sk-ai-gateway               \u2502  \u2502<br \/>\n\u2502  \u2502    ANTHROPIC_MODEL&#061;deepseek-r1-32b                  \u2502  \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 <\/p>\n<h3 id=\"%E7%AC%AC%E4%B8%80%E9%83%A8%E5%88%86%EF%BC%9A%E5%AE%89%E8%A3%85%20Docker%20%E7%8E%AF%E5%A2%83\">\u7b2c\u4e00\u90e8\u5206&#xff1a;\u5b89\u88c5 Docker \u73af\u5883<\/h3>\n<h4 id=\"1.1%20%E5%AE%89%E8%A3%85%20Docker\">1.1 \u5b89\u88c5 Docker<\/h4>\n<p># \u66f4\u65b0\u8f6f\u4ef6\u5305<br \/>\nsudo apt update &amp;&amp; sudo apt upgrade -y<\/p>\n<p># \u5b89\u88c5\u4f9d\u8d56<br \/>\nsudo apt install -y ca-certificates curl<\/p>\n<p># \u6dfb\u52a0 Docker \u5b98\u65b9 GPG \u5bc6\u94a5<br \/>\nsudo install -m 0755 -d \/etc\/apt\/keyrings<br \/>\nsudo curl -fsSL https:\/\/download.docker.com\/linux\/ubuntu\/gpg -o \/etc\/apt\/keyrings\/docker.asc<br \/>\nsudo chmod a&#043;r \/etc\/apt\/keyrings\/docker.asc<\/p>\n<p># \u6dfb\u52a0 Docker \u4ed3\u5e93<br \/>\necho &#034;deb [arch&#061;$(dpkg &#8211;print-architecture) signed-by&#061;\/etc\/apt\/keyrings\/docker.asc] https:\/\/download.docker.com\/linux\/ubuntu $(. \/etc\/os-release &amp;&amp; echo &#034;$VERSION_CODENAME&#034;) stable&#034; | sudo tee \/etc\/apt\/sources.list.d\/docker.list &gt; \/dev\/null<\/p>\n<p># \u5b89\u88c5 Docker<br \/>\nsudo apt update<br \/>\nsudo apt install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin<\/p>\n<p># \u5c06\u5f53\u524d\u7528\u6237\u52a0\u5165 docker \u7ec4&#xff08;\u907f\u514d\u6bcf\u6b21\u8f93\u5165 sudo&#xff09;<br \/>\nsudo usermod -aG docker $USER<br \/>\nnewgrp docker <\/p>\n<h4 id=\"1.2%20%E9%AA%8C%E8%AF%81%20Docker%20%E5%AE%89%E8%A3%85\">1.2 \u9a8c\u8bc1 Docker \u5b89\u88c5<\/h4>\n<p>docker &#8211;version<br \/>\n# \u8f93\u51fa\u793a\u4f8b: Docker version 27.5.1, build 9f9e405 <\/p>\n<h4 id=\"1.3%20%E9%85%8D%E7%BD%AE%20Docker%20%E9%95%9C%E5%83%8F%E5%8A%A0%E9%80%9F%E5%99%A8%EF%BC%88%E5%9B%BD%E5%86%85%E7%8E%AF%E5%A2%83%EF%BC%89\">1.3 \u914d\u7f6e Docker \u955c\u50cf\u52a0\u901f\u5668&#xff08;\u56fd\u5185\u73af\u5883&#xff09;<\/h4>\n<p>\u521b\u5efa\u00a0\/etc\/docker\/daemon.json\u00a0\u6587\u4ef6&#xff1a;<\/p>\n<p>sudo mkdir -p \/etc\/docker<br \/>\nsudo tee \/etc\/docker\/daemon.json &lt;&lt;-&#039;EOF&#039;<br \/>\n{<br \/>\n  &#034;registry-mirrors&#034;: [&#034;https:\/\/docker.m.daocloud.io&#034;]<br \/>\n}<br \/>\nEOF<\/p>\n<p># \u91cd\u542f Docker<br \/>\nsudo systemctl daemon-reload<br \/>\nsudo systemctl restart docker <\/p>\n<h3 id=\"%C2%A0%E7%AC%AC%E4%BA%8C%E9%83%A8%E5%88%86%EF%BC%9A%E9%83%A8%E7%BD%B2%20Ollama%20%E6%A8%A1%E5%9E%8B%E6%9C%8D%E5%8A%A1\">\u00a0\u7b2c\u4e8c\u90e8\u5206&#xff1a;\u90e8\u7f72 Ollama \u6a21\u578b\u670d\u52a1<\/h3>\n<h4 id=\"2.1%20%E5%88%9B%E5%BB%BA%20Docker%20%E7%BD%91%E7%BB%9C\">2.1 \u521b\u5efa Docker \u7f51\u7edc<\/h4>\n<p># \u521b\u5efa\u4e13\u7528\u7f51\u7edc&#xff0c;\u65b9\u4fbf\u540e\u7eed\u5bb9\u5668\u4e92\u901a<br \/>\ndocker network create ai-network <\/p>\n<h4 id=\"2.2%20%E8%BF%90%E8%A1%8C%20Ollama%20%E5%AE%B9%E5%99%A8\">2.2 \u8fd0\u884c Ollama \u5bb9\u5668<\/h4>\n<p>docker run -d \\\\<br \/>\n  &#8211;name ollama \\\\<br \/>\n  &#8211;restart always \\\\<br \/>\n  &#8211;network ai-network \\\\<br \/>\n  -p 11434:11434 \\\\<br \/>\n  -v ollama:\/root\/.ollama \\\\<br \/>\n  ollama\/ollama <\/p>\n<p>\u53c2\u6570\u8bf4\u660e&#xff1a;<\/p>\n<ul>\n<li>\n<p>-d&#xff1a;\u540e\u53f0\u8fd0\u884c<\/p>\n<\/li>\n<li>\n<p>&#8211;name ollama&#xff1a;\u5bb9\u5668\u547d\u540d<\/p>\n<\/li>\n<li>\n<p>&#8211;restart always&#xff1a;\u670d\u52a1\u5668\u91cd\u542f\u540e\u81ea\u52a8\u542f\u52a8<\/p>\n<\/li>\n<li>\n<p>&#8211;network ai-network&#xff1a;\u52a0\u5165\u81ea\u5b9a\u4e49\u7f51\u7edc<\/p>\n<\/li>\n<li>\n<p>-p 11434:11434&#xff1a;\u7aef\u53e3\u6620\u5c04<\/p>\n<\/li>\n<li>\n<p>-v ollama:\/root\/.ollama&#xff1a;\u6570\u636e\u6301\u4e45\u5316&#xff08;\u6a21\u578b\u5b58\u50a8<\/p>\n<\/li>\n<\/ul>\n<h4 id=\"2.3%20%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\">2.3 \u4e0b\u8f7d\u6a21\u578b<\/h4>\n<p># \u4e0b\u8f7d DeepSeek-R1 32B \u6a21\u578b&#xff08;\u7ea6 19GB&#xff09;<br \/>\ndocker exec -it ollama ollama pull deepseek-r1:32b<\/p>\n<p># \u4e0b\u8f7d Qwen3.5 27B \u6a21\u578b&#xff08;\u7ea6 17GB&#xff09;<br \/>\ndocker exec -it ollama ollama pull qwen3.5:27b <\/p>\n<p>\u6a21\u578b\u9009\u62e9\u5efa\u8bae&#xff1a;<\/p>\n<table>\n<tr>\u6a21\u578b\u5927\u5c0f\u5185\u5b58\u9700\u6c42\u9002\u7528\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>deepseek-r1:7b<\/td>\n<td>4.7GB<\/td>\n<td>16GB&#043;<\/td>\n<td>\u8f7b\u91cf\u7ea7&#xff0c;\u54cd\u5e94\u5feb<\/td>\n<\/tr>\n<tr>\n<td>deepseek-r1:14b<\/td>\n<td>9GB<\/td>\n<td>32GB&#043;<\/td>\n<td>\u6027\u80fd\u548c\u8d44\u6e90\u5747\u8861<\/td>\n<\/tr>\n<tr>\n<td>deepseek-r1:32b<\/td>\n<td>19GB<\/td>\n<td>64GB&#043;<\/td>\n<td>\u590d\u6742\u63a8\u7406\u4efb\u52a1<\/td>\n<\/tr>\n<tr>\n<td>qwen3.5:27b<\/td>\n<td>17GB<\/td>\n<td>64GB&#043;<\/td>\n<td>\u901a\u7528\u5bf9\u8bdd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"2.4%20%E9%AA%8C%E8%AF%81%E6%A8%A1%E5%9E%8B%E5%B7%B2%E4%B8%8B%E8%BD%BD\">2.4 \u9a8c\u8bc1\u6a21\u578b\u5df2\u4e0b\u8f7d<\/h4>\n<p>docker exec -it ollama ollama list <\/p>\n<p>\u8f93\u51fa\u793a\u4f8b&#xff1a;<\/p>\n<p>NAME                ID              SIZE      MODIFIED<br \/>\ndeepseek-r1:32b     edba8017331d    19 GB     2 days ago<br \/>\nqwen3.5:27b         7653528ba5cb    17 GB     2 days ago <\/p>\n<h3 id=\"%E7%AC%AC%E4%B8%89%E9%83%A8%E5%88%86%EF%BC%9A%E9%83%A8%E7%BD%B2%20LiteLLM%20%E7%BB%9F%E4%B8%80%E7%BD%91%E5%85%B3\" style=\"background-color:transparent\">\u7b2c\u4e09\u90e8\u5206&#xff1a;\u90e8\u7f72 LiteLLM \u7edf\u4e00\u7f51\u5173<\/h3>\n<p>LiteLLM \u63d0\u4f9b OpenAI \u517c\u5bb9\u7684 API \u63a5\u53e3&#xff0c;\u7edf\u4e00\u7ba1\u7406\u6240\u6709\u6a21\u578b\u3002<\/p>\n<h4 id=\"3.1%20%E5%88%9B%E5%BB%BA%E9%85%8D%E7%BD%AE%E6%96%87%E4%BB%B6\">3.1 \u521b\u5efa\u914d\u7f6e\u6587\u4ef6<\/h4>\n<p># \u521b\u5efa\u914d\u7f6e\u76ee\u5f55<br \/>\nmkdir -p \/home\/$USER\/litellm_config<\/p>\n<p># \u521b\u5efa\u914d\u7f6e\u6587\u4ef6<br \/>\ncat &gt; \/home\/$USER\/litellm_config\/config.yaml &lt;&lt; &#039;EOF&#039;<br \/>\nmodel_list:<br \/>\n  # DeepSeek-R1 32B \u6a21\u578b<br \/>\n  &#8211; model_name: deepseek-r1-32b<br \/>\n    litellm_params:<br \/>\n      model: ollama\/deepseek-r1:32b<br \/>\n      api_base: http:\/\/ollama:11434  # \u5bb9\u5668\u540d&#xff0c;\u5728 ai-network \u4e2d\u4e92\u901a<br \/>\n    model_info:<br \/>\n      description: &#034;DeepSeek-R1 32B \u63a8\u7406\u6a21\u578b&#034;<\/p>\n<p>  # Qwen3.5 27B \u6a21\u578b<br \/>\n  &#8211; model_name: qwen3.5-27b<br \/>\n    litellm_params:<br \/>\n      model: ollama\/qwen3.5:27b<br \/>\n      api_base: http:\/\/ollama:11434<br \/>\n    model_info:<br \/>\n      description: &#034;Qwen3.5 27B \u901a\u7528\u5bf9\u8bdd\u6a21\u578b&#034;<\/p>\n<p>general_settings:<br \/>\n  master_key: sk-ai-gateway  # \u4e3b\u5bc6\u94a5&#xff0c;\u767b\u5f55\u548cAPI\u8c03\u7528\u4f7f\u7528<br \/>\n  allowed_models:<br \/>\n    &#8211; deepseek-r1-32b<br \/>\n    &#8211; qwen3.5-27b<br \/>\nEOF <\/p>\n<h4 id=\"3.2%20%E8%BF%90%E8%A1%8C%20PostgreSQL%20%E6%95%B0%E6%8D%AE%E5%BA%93\">3.2 \u8fd0\u884c PostgreSQL \u6570\u636e\u5e93<\/h4>\n<p>LiteLLM \u9700\u8981\u6570\u636e\u5e93\u5b58\u50a8\u914d\u7f6e\u548c\u5bc6\u94a5&#xff0c;\u4f7f\u7528 PostgreSQL&#xff1a;<\/p>\n<p># \u542f\u52a8 PostgreSQL \u5bb9\u5668<br \/>\ndocker run -d \\\\<br \/>\n  &#8211;name postgres \\\\<br \/>\n  &#8211;restart always \\\\<br \/>\n  &#8211;network ai-network \\\\<br \/>\n  -e POSTGRES_USER&#061;litellm \\\\<br \/>\n  -e POSTGRES_PASSWORD&#061;litellm123 \\\\<br \/>\n  -e POSTGRES_DB&#061;litellm \\\\<br \/>\n  -v postgres_data:\/var\/lib\/postgresql\/data \\\\<br \/>\n  postgres:15 <\/p>\n<h4 id=\"3.3%20%E8%BF%90%E8%A1%8C%20LiteLLM%20%E5%AE%B9%E5%99%A8\">3.3 \u8fd0\u884c LiteLLM \u5bb9\u5668<\/h4>\n<p># \u521b\u5efa\u6570\u636e\u76ee\u5f55<br \/>\nmkdir -p \/home\/$USER\/litellm_data<\/p>\n<p># \u542f\u52a8 LiteLLM<br \/>\ndocker run -d \\\\<br \/>\n  &#8211;name litellm \\\\<br \/>\n  &#8211;restart always \\\\<br \/>\n  &#8211;network ai-network \\\\<br \/>\n  -p 4000:4000 \\\\<br \/>\n  -v \/home\/$USER\/litellm_config:\/app\/config \\\\<br \/>\n  -v \/home\/$USER\/litellm_data:\/app\/data \\\\<br \/>\n  -e LITELLM_MASTER_KEY&#061;&#034;sk-ai-gateway&#034; \\\\<br \/>\n  -e DATABASE_URL&#061;&#034;postgresql:\/\/litellm:litellm123&#064;postgres:5432\/litellm&#034; \\\\<br \/>\n  ghcr.io\/berriai\/litellm:main-latest \\\\<br \/>\n  &#8211;config \/app\/config\/config.yaml <\/p>\n<h4 id=\"3.4%20%E9%AA%8C%E8%AF%81%20LiteLLM%20%E8%BF%90%E8%A1%8C\">3.4 \u9a8c\u8bc1 LiteLLM<\/h4>\n<p># \u67e5\u770b\u5bb9\u5668\u72b6\u6001<br \/>\ndocker ps | grep -E &#034;(ollama|postgres|litellm)&#034;<\/p>\n<p># \u6d4b\u8bd5\u5065\u5eb7\u68c0\u67e5<br \/>\ncurl http:\/\/localhost:4000\/health<br \/>\n# \u8fd4\u56de {&#034;status&#034;:&#034;ok&#034;,&#034;version&#034;:&#034;&#8230;&#034;}<\/p>\n<p># \u6d4b\u8bd5\u6a21\u578b\u5217\u8868<br \/>\ncurl -H &#034;Authorization: Bearer sk-ai-gateway&#034; \\\\<br \/>\n     http:\/\/localhost:4000\/v1\/models <\/p>\n<h4>3.5\u521b\u5efa\u7f51\u7edc\u4e24\u5bb9\u5668\u4e92\u901a<\/h4>\n<p>docker network create ai-network<br \/>\ndocker network connect ai-network postgres <\/p>\n<h4 id=\"3.5%20%E7%99%BB%E5%BD%95%E7%AE%A1%E7%90%86%E7%95%8C%E9%9D%A2\">3.6 \u767b\u5f55\u7ba1\u7406\u754c\u9762<\/h4>\n<p>\u6d4f\u89c8\u5668\u8bbf\u95ee&#xff1a;<\/p>\n<p>http:\/\/\u670d\u52a1\u5668IP:4000\/ui <\/p>\n<ul>\n<li>\n<p>\u7528\u6237\u540d&#xff1a;admin<\/p>\n<\/li>\n<li>\n<p>\u5bc6\u7801&#xff1a;sk-ai-gateway<\/p>\n<\/li>\n<\/ul>\n<p>\u767b\u5f55\u540e\u53ef\u4ee5\u67e5\u770b\u6a21\u578b\u5217\u8868\u3001\u521b\u5efa API \u5bc6\u94a5\u3001\u76d1\u63a7\u4f7f\u7528\u60c5\u51b5\u3002<\/p>\n<h3 id=\"%C2%A0%E7%AC%AC%E5%9B%9B%E9%83%A8%E5%88%86%EF%BC%9A%E9%AA%8C%E8%AF%81%20API%20%E8%B0%83%E7%94%A8\">\u00a0\u7b2c\u56db\u90e8\u5206&#xff1a;\u9a8c\u8bc1 API \u8c03\u7528<\/h3>\n<h4 id=\"4.1%20%E6%B5%8B%E8%AF%95%E8%81%8A%E5%A4%A9%E6%8E%A5%E5%8F%A3\">4.1 \u6d4b\u8bd5\u804a\u5929\u63a5\u53e3<\/h4>\n<p>curl -X POST http:\/\/localhost:4000\/v1\/chat\/completions \\\\<br \/>\n  -H &#034;Authorization: Bearer sk-ai-gateway&#034; \\\\<br \/>\n  -H &#034;Content-Type: application\/json&#034; \\\\<br \/>\n  -d &#039;{<br \/>\n    &#034;model&#034;: &#034;deepseek-r1-32b&#034;,<br \/>\n    &#034;messages&#034;: [<br \/>\n      {&#034;role&#034;: &#034;user&#034;, &#034;content&#034;: &#034;\u4f60\u597d&#xff0c;\u8bf7\u7528\u4e00\u53e5\u8bdd\u4ecb\u7ecd\u81ea\u5df1&#034;}<br \/>\n    ]<br \/>\n  }&#039; <\/p>\n<p>\u6210\u529f\u4f1a\u8fd4\u56de\u6a21\u578b\u751f\u6210\u7684\u56de\u590d\u3002<\/p>\n<h4 id=\"4.2%20%E6%B5%8B%E8%AF%95%20Qwen%20%E6%A8%A1%E5%9E%8B\">4.2 \u6d4b\u8bd5 Qwen \u6a21\u578b<\/h4>\n<p>curl -X POST http:\/\/localhost:4000\/v1\/chat\/completions \\\\<br \/>\n  -H &#034;Authorization: Bearer sk-ai-gateway&#034; \\\\<br \/>\n  -H &#034;Content-Type: application\/json&#034; \\\\<br \/>\n  -d &#039;{<br \/>\n    &#034;model&#034;: &#034;qwen3.5-27b&#034;,<br \/>\n    &#034;messages&#034;: [<br \/>\n      {&#034;role&#034;: &#034;user&#034;, &#034;content&#034;: &#034;\u4ec0\u4e48\u662f\u5927\u8bed\u8a00\u6a21\u578b&#xff1f;&#034;}<br \/>\n    ]<br \/>\n  }&#039; <\/p>\n<h3 id=\"%E7%AC%AC%E4%BA%94%E9%83%A8%E5%88%86%EF%BC%9AClaude%20Code%20%E8%BF%9E%E6%8E%A5%E6%9C%AC%E5%9C%B0%E6%A8%A1%E5%9E%8B\">\u7b2c\u4e94\u90e8\u5206&#xff1a;Claude Code \u8fde\u63a5\u672c\u5730\u6a21\u578b<\/h3>\n<h4 id=\"5.1%20%E5%9C%A8%E5%8F%B0%E5%BC%8F%E6%9C%BA%E5%AE%89%E8%A3%85%20Claude%20Code\">5.1 \u5728\u53f0\u5f0f\u673a\u5b89\u88c5 Claude Code<\/h4>\n<p>\u5b89\u88c5claude\u53ef\u67e5\u770b\u4e0a\u4e00\u7bc7\u6587\u7ae0&#xff0c;\u6b64\u5904\u4e0d\u5728\u4ecb\u7ecd&#xff1b;<\/p>\n<h4 id=\"5.2%20%E9%85%8D%E7%BD%AE%20Claude%20Code\">5.2 \u914d\u7f6e Claude Code<\/h4>\n<p>\u521b\u5efa\u914d\u7f6e\u6587\u4ef6\u00a0~\/.claude\/settings.json&#xff08;Windows \u8def\u5f84\u4e3a\u00a0%USERPROFILE%\\\\.claude\\\\settings.json&#xff09;&#xff1a;<\/p>\n<p>{<br \/>\n  &#034;env&#034;: {<br \/>\n    &#034;ANTHROPIC_BASE_URL&#034;: &#034;http:\/\/\u670d\u52a1\u5668IP:4000&#034;,<br \/>\n    &#034;ANTHROPIC_AUTH_TOKEN&#034;: &#034;sk-ai-gateway&#034;,<br \/>\n    &#034;ANTHROPIC_MODEL&#034;: &#034;deepseek-r1-32b&#034;<br \/>\n  }<br \/>\n} <\/p>\n<p>\u53c2\u6570\u8bf4\u660e&#xff1a;<\/p>\n<ul>\n<li>\n<p>ANTHROPIC_BASE_URL&#xff1a;\u4f60\u7684 Ubuntu Server \u670d\u52a1\u5668 LiteLLM \u5730\u5740<\/p>\n<\/li>\n<li>\n<p>ANTHROPIC_AUTH_TOKEN&#xff1a;\u4e3b\u5bc6\u94a5&#xff08;\u4e0e LiteLLM \u914d\u7f6e\u4e00\u81f4&#xff09;<\/p>\n<\/li>\n<li>\n<p>ANTHROPIC_MODEL&#xff1a;\u9ed8\u8ba4\u4f7f\u7528\u7684\u6a21\u578b<\/p>\n<\/li>\n<\/ul>\n<h4 id=\"5.3%20%E5%90%AF%E5%8A%A8%20Claude%20Code\">5.3 \u542f\u52a8 Claude Code<\/h4>\n<p>claude<\/p>\n<p>\u5982\u679c\u914d\u7f6e\u6b63\u786e&#xff0c;Claude Code \u4f1a\u542f\u52a8\u5e76\u52a0\u8f7d\u672c\u5730\u6a21\u578b&#xff0c;\u4f60\u53ef\u4ee5\u5f00\u59cb\u63d0\u95ee\u4e86&#xff01;<\/p>\n<h4 id=\"5.4%20%E5%88%87%E6%8D%A2%E6%A8%A1%E5%9E%8B\">5.4 \u5207\u6362\u6a21\u578b<\/h4>\n<p>\u5728 Claude Code \u5bf9\u8bdd\u4e2d\u8f93\u5165\u00a0\/model qwen3.5-27b\u00a0\u5373\u53ef\u5207\u6362\u6a21\u578b\u3002<\/p>\n<h3 id=\"%C2%A0%E5%B8%B8%E7%94%A8%E7%AE%A1%E7%90%86%E5%91%BD%E4%BB%A4\">\u00a0\u5e38\u7528\u7ba1\u7406\u547d\u4ee4<\/h3>\n<h4 id=\"Docker%20%E5%AE%B9%E5%99%A8%E7%AE%A1%E7%90%86\">Docker \u5bb9\u5668\u7ba1\u7406<\/h4>\n<p># \u67e5\u770b\u6240\u6709\u5bb9\u5668<br \/>\ndocker ps -a<\/p>\n<p># \u67e5\u770b\u5bb9\u5668\u65e5\u5fd7<br \/>\ndocker logs ollama &#8211;tail 50<br \/>\ndocker logs litellm &#8211;tail 50<\/p>\n<p># \u91cd\u542f\u5bb9\u5668<br \/>\ndocker restart ollama<br \/>\ndocker restart litellm<\/p>\n<p># \u505c\u6b62\u5bb9\u5668<br \/>\ndocker stop ollama<br \/>\ndocker stop litellm<\/p>\n<p># \u542f\u52a8\u5bb9\u5668<br \/>\ndocker start ollama<br \/>\ndocker start litellm <\/p>\n<h4 id=\"Ollama%20%E6%A8%A1%E5%9E%8B%E7%AE%A1%E7%90%86\">Ollama \u6a21\u578b\u7ba1\u7406<\/h4>\n<p># \u5217\u51fa\u5df2\u4e0b\u8f7d\u6a21\u578b<br \/>\ndocker exec -it ollama ollama list<\/p>\n<p># \u4e0b\u8f7d\u65b0\u6a21\u578b<br \/>\ndocker exec -it ollama ollama pull qwen3.5:32b<\/p>\n<p># \u5220\u9664\u6a21\u578b<br \/>\ndocker exec -it ollama ollama rm qwen3.5:27b<\/p>\n<p># \u6d4b\u8bd5\u6a21\u578b\u5bf9\u8bdd<br \/>\ndocker exec -it ollama ollama run deepseek-r1:32b <\/p>\n<h4 id=\"%E7%BD%91%E7%BB%9C%E6%A3%80%E6%9F%A5\">\u7f51\u7edc\u68c0\u67e5<\/h4>\n<p># \u67e5\u770b Docker \u7f51\u7edc<br \/>\ndocker network inspect ai-network<\/p>\n<p># \u6d4b\u8bd5\u5bb9\u5668\u95f4\u8fde\u901a\u6027<br \/>\ndocker exec litellm curl http:\/\/ollama:11434\/api\/tags <\/p>\n<h3 id=\"%C2%A0%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98%E8%A7%A3%E5%86%B3\">\u00a0\u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<h4 id=\"Q1%3A%20LiteLLM%20%E5%90%AF%E5%8A%A8%E6%8A%A5%E6%95%B0%E6%8D%AE%E5%BA%93%E8%BF%9E%E6%8E%A5%E9%94%99%E8%AF%AF\">Q1: LiteLLM \u542f\u52a8\u62a5\u6570\u636e\u5e93\u8fde\u63a5\u9519\u8bef<\/h4>\n<p>\u539f\u56e0&#xff1a;PostgreSQL \u5bb9\u5668\u672a\u5b8c\u5168\u542f\u52a8\u6216\u7f51\u7edc\u4e0d\u901a\u3002<\/p>\n<p>\u89e3\u51b3&#xff1a;<\/p>\n<p># \u68c0\u67e5 PostgreSQL \u72b6\u6001<br \/>\ndocker logs postgres &#8211;tail 20<\/p>\n<p># \u7b49\u5f85 10 \u79d2\u540e\u91cd\u542f LiteLLM<br \/>\nsleep 10<br \/>\ndocker restart litellm <\/p>\n<h4 id=\"Q2%3A%20Claude%20Code%20%E6%97%A0%E6%B3%95%E8%BF%9E%E6%8E%A5%E6%9C%8D%E5%8A%A1%E5%99%A8\">Q2: Claude Code \u65e0\u6cd5\u8fde\u63a5\u670d\u52a1\u5668<\/h4>\n<p>\u539f\u56e0&#xff1a;\u7f51\u7edc\u4e0d\u901a\u6216\u7aef\u53e3\u88ab\u9632\u706b\u5899\u963b\u6b62\u3002<\/p>\n<p>\u89e3\u51b3&#xff1a;<\/p>\n<p># \u5728 Ubuntu Server \u4e0a\u6d4b\u8bd5\u7aef\u53e3<br \/>\nsudo netstat -tlnp | grep 4000<\/p>\n<p># \u5f00\u653e\u9632\u706b\u5899\u7aef\u53e3<br \/>\nsudo ufw allow 4000\/tcp<\/p>\n<p># \u4ece\u53f0\u5f0f\u673a\u6d4b\u8bd5\u8fde\u901a\u6027<br \/>\nping \u670d\u52a1\u5668IP<br \/>\ncurl http:\/\/\u670d\u52a1\u5668IP:4000\/health <\/p>\n<h4 id=\"Q3%3A%20%E6%A8%A1%E5%9E%8B%E4%B8%8B%E8%BD%BD%E9%80%9F%E5%BA%A6%E6%85%A2\">Q3: \u6a21\u578b\u4e0b\u8f7d\u901f\u5ea6\u6162<\/h4>\n<p>\u89e3\u51b3&#xff1a;\u4f7f\u7528\u955c\u50cf\u6e90\u6216\u624b\u52a8\u5bfc\u5165\u6a21\u578b\u6587\u4ef6\u3002<\/p>\n<h4 id=\"Q4%3A%20%E5%AE%B9%E5%99%A8%E7%AB%AF%E5%8F%A3%E5%86%B2%E7%AA%81\">Q4: \u5bb9\u5668\u7aef\u53e3\u51b2\u7a81<\/h4>\n<p>\u89e3\u51b3&#xff1a;\u68c0\u67e5\u7aef\u53e3\u662f\u5426\u88ab\u5360\u7528&#xff0c;\u4fee\u6539\u6620\u5c04\u7aef\u53e3\u3002<\/p>\n<h3 id=\"%E7%BB%93%E8%AF%AD\">\u7ed3\u8bed<\/h3>\n<p>\u81f3\u6b64&#xff0c;\u4f60\u5df2\u7ecf\u6210\u529f\u642d\u5efa\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u672c\u5730\u5927\u6a21\u578b\u670d\u52a1\u5668&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u2705 Ubuntu Server \u8fd0\u884c Ollama \u627f\u8f7d\u6a21\u578b<\/p>\n<\/li>\n<li>\n<p>\u2705 LiteLLM \u63d0\u4f9b\u7edf\u4e00 API \u7f51\u5173<\/p>\n<\/li>\n<li>\n<p>\u2705 \u5c40\u57df\u7f51\u5185 Claude Code \u53ef\u4ee5\u8c03\u7528\u672c\u5730\u6a21\u578b<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u5957\u65b9\u6848\u5b8c\u5168\u8fd0\u884c\u5728\u672c\u5730\u7f51\u7edc&#xff0c;\u6570\u636e\u4e0d\u5916\u4f20&#xff0c;\u54cd\u5e94\u901f\u5ea6\u5feb&#xff0c;\u4e14\u5b8c\u5168\u514d\u8d39\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u9700\u8981\u968f\u65f6\u6dfb\u52a0\u65b0\u6a21\u578b&#xff0c;\u6216\u4e3a\u56e2\u961f\u6210\u5458\u521b\u5efa\u72ec\u7acb\u7684 API \u5bc6\u94a5\u3002<\/p>\n<p>\u4e0b\u4e00\u6b65\u53ef\u4ee5\u63a2\u7d22&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6dfb\u52a0\u66f4\u591a\u6a21\u578b&#xff08;\u5982 Llama 3\u3001Mistral \u7b49&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u90e8\u7f72 Open WebUI \u63d0\u4f9b\u7f51\u9875\u804a\u5929\u754c\u9762<\/p>\n<\/li>\n<li>\n<p>\u914d\u7f6e\u66f4\u7cbe\u7ec6\u7684\u6743\u9650\u7ba1\u7406\u548c\u7528\u91cf\u76d1\u63a7<\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u5f55 \u524d\u8a00<br \/>\n\u67b6\u6784\u603b\u89c8<br \/>\n\u7b2c\u4e00\u90e8\u5206&#xff1a;\u5b89\u88c5 Docker \u73af\u5883<br \/>\n1.1 \u5b89\u88c5 Docker<br \/>\n1.2 \u9a8c\u8bc1 Docker \u5b89\u88c5<br \/>\n1.3 \u914d\u7f6e Docker \u955c\u50cf\u52a0\u901f\u5668&#xff08;\u56fd\u5185\u73af\u5883&#xff09; \u7b2c\u4e8c\u90e8\u5206&#xff1a;\u90e8\u7f72 Ollama \u6a21\u578b\u670d\u52a1<br \/>\n2.1 \u521b\u5efa Docker \u7f51\u7edc<br \/>\n2.2 \u8fd0\u884c Ollama \u5bb9\u5668<br \/>\n2.3 \u4e0b\u8f7d\u6a21\u578b<br \/>\n2.4 \u9a8c\u8bc1\u6a21\u578b\u5df2\u4e0b\u8f7d<br \/>\n\u7b2c\u4e09\u90e8\u5206&#xff1a;\u90e8\u7f72 LiteLLM \u7edf\u4e00\u7f51\u5173<br \/>\n3.1 \u521b\u5efa\u914d\u7f6e\u6587\u4ef6 <\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9470,9469,8362,7888,8363],"topic":[],"class_list":["post-84525","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai-","tag-claude","tag-8362","tag-7888","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4ece\u96f6\u642d\u5efa\u5c40\u57df\u7f51\u5927\u6a21\u578b\u670d\u52a1\u5668\uff1aUbuntu Server + Ollama + LiteLLM + Claude Code \u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/84525.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4ece\u96f6\u642d\u5efa\u5c40\u57df\u7f51\u5927\u6a21\u578b\u670d\u52a1\u5668\uff1aUbuntu Server + Ollama + LiteLLM + Claude Code \u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u76ee\u5f55 \u524d\u8a00 \u67b6\u6784\u603b\u89c8 \u7b2c\u4e00\u90e8\u5206&#xff1a;\u5b89\u88c5 Docker \u73af\u5883 1.1 \u5b89\u88c5 Docker 1.2 \u9a8c\u8bc1 Docker \u5b89\u88c5 1.3 \u914d\u7f6e Docker \u955c\u50cf\u52a0\u901f\u5668&#xff08;\u56fd\u5185\u73af\u5883&#xff09; \u7b2c\u4e8c\u90e8\u5206&#xff1a;\u90e8\u7f72 Ollama \u6a21\u578b\u670d\u52a1 2.1 \u521b\u5efa Docker \u7f51\u7edc 2.2 \u8fd0\u884c Ollama \u5bb9\u5668 2.3 \u4e0b\u8f7d\u6a21\u578b 2.4 \u9a8c\u8bc1\u6a21\u578b\u5df2\u4e0b\u8f7d \u7b2c\u4e09\u90e8\u5206&#xff1a;\u90e8\u7f72 LiteLLM \u7edf\u4e00\u7f51\u5173 3.1 \u521b\u5efa\u914d\u7f6e\u6587\u4ef6\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/84525.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-26T05:57:37+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/84525.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/84525.html\",\"name\":\"\u4ece\u96f6\u642d\u5efa\u5c40\u57df\u7f51\u5927\u6a21\u578b\u670d\u52a1\u5668\uff1aUbuntu Server + Ollama + LiteLLM + Claude Code \u5b8c\u6574\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-07-26T05:57:37+00:00\",\"dateModified\":\"2026-07-26T05:57:37+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/84525.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/84525.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/84525.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4ece\u96f6\u642d\u5efa\u5c40\u57df\u7f51\u5927\u6a21\u578b\u670d\u52a1\u5668\uff1aUbuntu Server + Ollama + LiteLLM + Claude Code 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