{"id":25870,"date":"2025-04-19T14:01:09","date_gmt":"2025-04-19T06:01:09","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/25870.html"},"modified":"2025-04-19T14:01:09","modified_gmt":"2025-04-19T06:01:09","slug":"%e3%80%90%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%83%a8%e7%bd%b2%e3%80%91%e4%ba%91%e7%ab%af%e9%83%a8%e7%bd%b2gradio%e6%83%85%e6%84%9f%e8%81%8a%e5%a4%a9bot%e5%ba%94%e7%94%a8ubuntu%e6%9c%8d%e5%8a%a1%e5%99%a8ngi","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/25870.html","title":{"rendered":"\u3010\u670d\u52a1\u5668\u90e8\u7f72\u3011\u4e91\u7aef\u90e8\u7f72Gradio\u60c5\u611f\u804a\u5929bot\u5e94\u7528(ubuntu\u670d\u52a1\u5668+Nginx\u53cd\u5411\u4ee3\u7406+\u5185\u7f51\u7a7f\u900f\uff09"},"content":{"rendered":"

\u3010\u670d\u52a1\u5668\u90e8\u7f72\u3011\u4ece0-1\u8fdb\u884c\u90e8\u7f72Gradio\u60c5\u611f\u804a\u5929AI bot\u4e91\u7aef\u5e94\u7528(ubuntu\u670d\u52a1\u5668+Nginx\u53cd\u5411\u4ee3\u7406+\u5185\u7f51\u7a7f\u900f\uff09<\/h2>\n

Gradio\u662f\u4e00\u4e2a\u5e38\u7528\u4e8e\u521b\u5efa\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7684Web\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u8fdb\u884c\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u5e76\u5236\u4f5c\u53ef\u89c6\u5316\u754c\u9762\uff0c\u672c\u6587\u4f1a\u4ecb\u7ecd\u5982\u4f55\u5c06Gradio\u5e94\u7528\u90e8\u7f72\u5230\u4e91\u670d\u52a1\u5668\u4e0a\uff0c\u5e76\u4f7f\u7528\u53cd\u5411\u4ee3\u7406\u6765\u5b9e\u73b0\u5916\u94fe\u8bbf\u95ee<\/p>\n

Step1\uff1a\u5148\u51c6\u5907\u4e00\u53f0\u80fd\u591f\u8fd0\u884c\u4ee3\u7801\u73af\u5883\u7684\u670d\u52a1\u5668<\/h4>\n

\u6d41\u7a0b\uff1a\u670d\u52a1\u5668\u79df\u7528\u2192ssh\u8fde\u63a5\u2192\u73af\u5883\u642d\u5efa\u2192\u68c0\u67e5\u73af\u5883<\/p>\n

\u670d\u52a1\u5668\u79df\u501f\u8d2d\u4e70\u53ef\u4ee5\u53c2\u8003\u8be5\u6559\u7a0b\u963f\u91cc\u4e91\u670d\u52a1\u5668\u79df\u7528\u642d\u5efa\u6559\u7a0b\uff0c\u53ef\u4ee5\u6839\u636e\u81ea\u8eab\u5b9e\u9645\u9700\u8981\u9009\u62e9\u9700\u8981\u7684\u670d\u52a1\u5668\uff0c\u9009\u62e9\u670d\u52a1\u5668\u540e\u4f7f\u7528Xshell\u8fdc\u7a0b\u8fde\u63a5\u4e91\u670d\u52a1\u5668\u914d\u7f6e\u73af\u5883(Xshell\u81ea\u884c\u5728\u7f51\u7edc\u4e2d\u4e0b\u8f7d)\uff0c\u6253\u5f00Xshell\u8f93\u5165\u670d\u52a1\u5668\u7684\u516c\u7f51ip \"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \u8f93\u5165\u8981\u767b\u5f55\u7684\u8d26\u6237\u540d\uff08\u4e3b\u673a\u540d\uff09<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

\u8f93\u5165\u5728\u4e91\u670d\u52a1\u5668\u4e2d\u8bbe\u7f6e\u7684\u767b\u5f55\u5bc6\u7801\uff0c\u5bc6\u7801\u6b63\u786e\u5373\u5b8c\u6210SSH\u8fde\u63a5 \"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

\u5f00\u59cb\u914d\u7f6e\u5e94\u7528\u6240\u9700\u8981\u7684python\u73af\u5883\uff0c\u5982\u679c\u9700\u8981\u914d\u7f6ejava\u6216\u8005c++\u73af\u5883\u4e5f\u53ef\u4ee5\u53c2\u8003\u5176\u5b83\u7684\u670d\u52a1\u5668\u914d\u7f6e\u6559\u7a0b \"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

\u5b89\u88c5python\u865a\u62df\u73af\u5883\u6240\u9700\u8981\u7684\u4f9d\u8d56\u5305<\/p>\n

sudo<\/span> apt<\/span> update
\nsudo<\/span> apt-get<\/span> install<\/span> python3-venv<\/p>\n

\u521b\u5efapython\u865a\u62df\u73af\u5883\u5e76\u6fc0\u6d3b<\/p>\n

\u73af\u5883\u521b\u5efa:python3 -m venv my-venv\u200b (\u73af\u5883\u540d\u53ef\u81ea\u5b9a)<\/p>\n

\u6fc0\u6d3b\u73af\u5883\uff1asource work\/bin\/activate\u200b\uff08\u6539\u4e3a\u4f60\u7684\u8def\u5f84\uff0clinux\u9ed8\u8ba4~\u4e3a\u8d77\u59cb\u76ee\u5f55\uff09<\/p>\n

\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\"\u200b<\/p>\n

\u5b89\u88c5\u5e94\u7528\u6240\u9700\u8981\u7684\u4f9d\u8d56\u5305\uff0c\u76ee\u524d\u5b89\u88c5\u6709\u4e24\u79cd\u7b56\u7565\uff0c\u4e00\u79cd\u76f4\u63a5\u7528pip install packge\u200b\u8fdb\u884c\u5b89\u88c5\u6216\u8005\u5c06\u6240\u9700\u8981\u5305\u5199\u5165requirements.txt\uff0c\u6216\u8005\u4f7f\u7528\u4ee5\u4e0b\u8bed\u53e5\u8fdb\u884c\u5b89\u88c5\u200b\u200b<\/p>\n

nano<\/span> requirements.txt<\/p>\n

\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \u200b<\/p>\n

\u8fd9\u91cc\u6240\u9700\u8981\u5b89\u88c5\u7684\u5305\u5199\u8fdb\u53bb<\/p>\n

\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \u200b<\/p>\n

pip install<\/span> -r<\/span> requirements.txt<\/p>\n

\u200b\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \u200b<\/p>\n

\u5b89\u88c5\u5b8c\u540e\u53ef\u4ee5\u7528pip list\u200b\u67e5\u770b\u6240\u9700\u8981\u7684\u5305\u662f\u5426\u5b89\u88c5\u5b8c\u6210<\/p>\n

\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \u200b<\/p>\n

Step 2\uff1a\u642d\u5efa\u4e00\u4e2aGradio\u5e94\u7528\uff0c\u8fd9\u91cc\u4ee5\u6587\u5fc3\u4e00\u8a00\u7684Enrie SDKt\u4e3a\u4f8b<\/h4>\n

\u6d41\u7a0b:\u7f16\u5199\u4e00\u4e2aGradio\u5e94\u7528\u2192\u4e0a\u4f20\u5e94\u7528\u6587\u4ef6\u2192\u914d\u7f6e\u540e\u53f0\u670d\u52a1\u2192\u6d4b\u8bd5Gradio\u5e94\u7528<\/p>\n

\u9996\u9009\u5728\u670d\u52a1\u5668\u4e0a\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u6d4b\u8bd5\u5e94\u7528\u7684\u6587\u4ef6\u76ee\u5f55<\/p>\n

mkdir<\/span> gradio_test\/bot<\/p>\n

\u8981\u7f16\u5199\u4e00\u4e2aGradio Web\u5e94\u7528\uff0c\u672c\u6587\u901a\u8fc7\u4f7f\u7528Enrie\u7684sdk\u5b9e\u73b0\u4e00\u4e2a\u5b9e\u73b0\u4e00\u4e2a\u60c5\u611f\u4f19\u4f34bot\u804a\u5929\uff0c\u5176\u4ee3\u7801\u5982\u4e0b\u4e3e\u4f8b\u4ecb\u7ecd:<\/p>\n

import<\/span> gradio as<\/span> gr
\nimport<\/span> json
\nimport<\/span> erniebot<\/p>\n

history =<\/span> [<\/span>]<\/span>
\n# \u5bfc\u5165\u89d2\u8272\u8bbe\u7f6e<\/span>
\nwith<\/span> open<\/span>(<\/span>\\’..\/config\/enireRoleConfig.json\\’<\/span>,<\/span> \\’r\\’<\/span>,<\/span> encoding=<\/span>\\’utf-8\\’<\/span>)<\/span> as<\/span> file<\/span>:<\/span>
\n role_config =<\/span> json.<\/span>load(<\/span>file<\/span>)<\/span><\/p>\n

# \u89d2\u8272\u548c\u63cf\u8ff0<\/span>
\nroles =<\/span> role_config[<\/span>\\’roles\\’<\/span>]<\/span><\/p>\n

# css\u6837\u5f0f<\/span>
\ncustom_css =<\/span> \\”\\”\\”
\n<style>
\n@import url(\\’https:\/\/fonts.googleapis.com\/css2?family=Pacifico&family=Permanent+Marker&family=Roboto+Slab&family=Dancing+Script&display=swap\\’);
\nbody, .gradio-container {
\n display: flex;
\n flex-direction: column;
\n min-height: 100vh;
\n margin: 0;
\n}
\n.main {
\n flex-grow: 1;
\n display: flex;
\n flex-direction: column;
\n}
\n.contain {
\n flex-grow: 1;
\n display: flex;
\n flex-direction: column;
\n}
\n#component-0 {
\n flex-grow: 1;
\n display: flex;
\n flex-direction: column;
\n}
\n#component-0 > .chat-interface {
\n flex-grow: 1;
\n display: flex;
\n flex-direction: column;
\n}
\n#component-0 > .chat-interface > .message-list {
\n flex-grow: 1;
\n overflow-y: auto;
\n}
\n<\/style>
\n\\”\\”\\”<\/span>
\ndef<\/span> predict<\/span>(<\/span>message,<\/span> history,<\/span> option,<\/span> api_key,<\/span> role_selector)<\/span>:<\/span><\/p>\n

model =<\/span> \\”ernie-bot\\”<\/span><\/p>\n

erniebot.<\/span>api_type =<\/span> \\’aistudio\\’<\/span>
\n erniebot.<\/span>access_token =<\/span> api_key<\/p>\n

# \u6a21\u578b\u9009\u62e9<\/span>
\n if<\/span> option ==<\/span> \\”ernie-bot\\”<\/span>:<\/span>
\n model =<\/span> \\’ernie-bot\\’<\/span>
\n elif<\/span> option ==<\/span> \\”ernie-bot-turbo\\”<\/span>:<\/span>
\n model =<\/span> \\’ernie-bot-turbo\\’<\/span>
\n elif<\/span> option ==<\/span> \\”ernie-bot-4\\”<\/span>:<\/span>
\n model =<\/span> \\’ernie-bot-4\\’<\/span><\/p>\n

# \u89d2\u8272\u9009\u62e9<\/span>
\n system_prompt =<\/span> roles[<\/span>role_selector]<\/span>[<\/span>\\’prompt\\’<\/span>]<\/span><\/p>\n

# \u8f93\u5165\u6d88\u606f<\/span>
\n json_str =<\/span> {
\n <\/span>\\’role\\’<\/span>:<\/span> \\’user\\’<\/span>,<\/span> \\’content\\’<\/span>:<\/span> message}<\/span>
\n messages =<\/span> \\”\\”<\/span>
\n history =<\/span> [<\/span>{
\n <\/span>k:<\/span> v for<\/span> k,<\/span> v in<\/span> item.<\/span>items(<\/span>)<\/span> if<\/span> k !=<\/span> \\’metadata\\’<\/span>}<\/span> for<\/span> item in<\/span> history]<\/span>
\n history<\/p>\n","protected":false},"excerpt":{"rendered":"

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