{"id":10622,"date":"2025-04-18T18:07:27","date_gmt":"2025-04-18T10:07:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/10622.html"},"modified":"2025-04-18T18:07:27","modified_gmt":"2025-04-18T10:07:27","slug":"%e6%97%a0%e9%9c%80-gpu-%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%8c%e5%80%9f%e5%8a%a9-openrouter-%e9%9b%b6%e6%88%90%e6%9c%ac%e6%90%ad%e5%bb%ba%e8%87%aa%e5%b7%b1%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%8a%a9","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/10622.html","title":{"rendered":"\u65e0\u9700 GPU \u670d\u52a1\u5668\uff0c\u501f\u52a9 OpenRouter \u96f6\u6210\u672c\u642d\u5efa\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b"},"content":{"rendered":"

\u4e00\u3001\u642d\u5efa\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b<\/h3>\n

\u5927\u578b\u6a21\u578b\u7684\u51fa\u73b0\u4e3a\u8bb8\u591a\u9886\u57df\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u53d8\u5316，\u4ece\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5230\u8ba1\u7b97\u673a\u89c6\u89c9，\u751a\u81f3\u662f\u533b\u5b66\u548c\u91d1\u878d\u9886\u57df\u3002\u7136\u800c，\u5bf9\u4e8e\u8bb8\u591a\u5f00\u53d1\u8005\u6765\u8bf4，\u4f7f\u7528\u4e00\u4e9b\u5f00\u6e90\u7684\u6a21\u578b\u8fdb\u884c\u5b9e\u9a8c\u548c\u5e94\u7528\u5374\u662f\u4e00\u4e2a\u6311\u6218，\u56e0\u4e3a\u5b83\u4eec\u901a\u5e38\u9700\u8981\u6602\u8d35\u7684\u786c\u4ef6\u8d44\u6e90\u6765\u8fd0\u884c\u3002\u5927\u591a\u6570\u60c5\u51b5\u4e0b，\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u9700\u8981\u62e5\u6709\u4e00\u53f0\u914d\u5907\u9ad8\u6027\u80fdGPU\u7684\u670d\u52a1\u5668，\u800c\u8fd9\u5f80\u5f80\u662f\u4e00\u9879\u6602\u8d35\u7684\u6295\u8d44\u3002\u800c OpenRouter \u4e3a\u4f7f\u7528\u8005\u63d0\u4f9b\u4e86\u90e8\u5206\u5f00\u6e90\u6a21\u578b\u7684\u5b9e\u73b0，\u53ef\u4ee5\u901a\u8fc7API\u514d\u8d39\u4f7f\u7528，\u4e3b\u8981\u805a\u7126\u57287B\u89c4\u6a21\u5927\u5c0f\u7684\u6a21\u578b，\u6bd4\u5982\u8c37\u6b4c\u7684 gemma-7b ，Mistral AI \u7684 mistral-7b-instruct，\u4e00\u5b9a\u7a0b\u5ea6\u907f\u514d\u4e86\u81ea\u5df1\u53bb\u90e8\u7f72\u5927\u6a21\u578b\u7684\u6210\u672c\u3002<\/p>\n

\u672c\u6587\u5c31\u57fa\u4e8e OpenRouter \u4e2d\u514d\u8d39\u6a21\u578b\u63a5\u53e3\u7684\u80fd\u529b，\u4f7f\u7528\u8c37\u6b4c\u7684 gemma-7b \u6a21\u578b，\u642d\u5efa\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b，\u5b9e\u73b0\u6548\u679c\u5982\u4e0b：<\/p>\n

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

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

\u4e8c\u3001OpenRouter \u4f7f\u7528<\/h3>\n

\u5728\u5b9e\u9a8c\u524d\u9996\u5148\u4e86\u89e3\u4e0b OpenRouter \u662f\u4ec0\u4e48\u3002OpenRouter \u662f\u4e00\u6b3e\u6574\u5408\u4e86\u5404\u7c7b\u5927\u6a21\u578b\u7684\u4e2d\u95f4\u4ee3\u7406\u5546，\u800c\u4e14\u5728\u56fd\u5185\u65e0\u9700\u68af\u5b50\u5373\u53ef\u8bbf\u95ee，\u901a\u8fc7 OpenRouter \u53ef\u4ee5\u8c03\u7528\u8d85 100 \u79cd\u4f18\u79c0\u7684\u5927\u6a21\u578b，\u5176\u4e2d\u5305\u62ec\u6bd4\u8f83\u6d41\u884c\u7684 OpenAI \u7684 ChatGPT \u7cfb\u5217（\u5305\u62ecGPT4V），Anthropic \u7684 Claude \u7cfb\u5217，\u8c37\u6b4c\u7684 PaLM \u548c Gemini \u7cfb\u5217\u7b49，\u800c\u4e14\u66f4\u6362\u6a21\u578b\u4ec5\u9700\u4fee\u6539\u6a21\u578b\u7684\u540d\u5b57\u5373\u53ef，\u65e0\u9700\u4fee\u6539\u8c03\u7528\u4ee3\u7801\u5f97\u903b\u8f91：<\/p>\n

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

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

\u5b98\u65b9\u5730\u5740\u5982\u4e0b：<\/p>\n

https:\/\/openrouter.ai\/<\/p>\n

OpenRouter \u6ca1\u6709\u5bf9QQ\u90ae\u7bb1\u505a\u9650\u5236，\u652f\u6301 QQ \u90ae\u7bb1\u767b\u5f55\u6ce8\u518c，\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u7ed9\u56fd\u5185\u7684\u4e00\u4e9b\u7528\u6237\u63d0\u4f9b\u4e86\u4fbf\u5229，\u5e76\u4e14\u8fd8\u514d\u8d39\u63d0\u4f9b\u4e86\u4e00\u62797B\u7684\u6a21\u578b，\u5305\u62ec nous-capybara-7b\u3001mistral-7b-instruct\u3001mythomist-7b\u3001toppy-m-7b\u3001cinematika-7b\u3001gemma-7b-it：<\/p>\n

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

\u56e0\u6b64，\u5f53\u6211\u4eec\u6ca1\u6709 GPU \u670d\u52a1\u5668\u7684\u65f6\u5019，\u53c8\u60f3\u501f\u52a9\u5f00\u6e90\u6a21\u578b\u642d\u5efa\u4e00\u5957\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b\u65f6，\u5c31\u53ef\u4ee5\u8003\u8651\u4f7f\u7528 OpenRouter \u4e86，\u6ce8\u610f\u4f7f\u7528\u524d\u9700\u8981\u5148\u6ce8\u518c\u8d26\u53f7，\u5e76\u751f\u6210 Api key：<\/p>\n

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

OpenRouter \u4e3b\u8981\u4ee5 http \u7684\u4ea4\u4e92\u65b9\u5f0f，\u56e0\u6b64\u51e0\u4e4e\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u652f\u6301 http \u7684\u8bed\u8a00\u548c\u6846\u67b6\u53bb\u8c03\u7528 ，\u540c\u65f6\u4e5f\u652f\u6301\u901a\u8fc7 OpenAI \u7684 client.chat.completions.create \u65b9\u5f0f\u8c03\u7528：<\/p>\n

\u4f8b\u5982：\u4f7f\u7528 Python \u8bed\u8a00 http \u7684\u65b9\u5f0f，\u8c03\u7528 gemma-7b \u6a21\u578b：<\/p>\n

import<\/span> requests
\nimport<\/span> json<\/p>\n

url =<\/span> "https:\/\/openrouter.ai\/api\/v1\/chat\/completions"<\/span>
\nmodel =<\/span> "google\/gemma-7b-it:free"<\/span>
\nrequest_headers =<\/span> {<\/span>
\n "Authorization"<\/span>:<\/span> "Bearer \u4f60\u7684api_key"<\/span>,<\/span>
\n "HTTP-Referer"<\/span>:<\/span> "http:\/\/localhost:8088"<\/span>,<\/span>
\n "X-Title"<\/span>:<\/span> "test"<\/span>
\n}<\/span>
\ndefault_prompt =<\/span> "You are an AI assistant that helps people find information."<\/span><\/p>\n

def llm<\/span>(<\/span>user_prompt,<\/span>system_prompt=<\/span>default_prompt)<\/span>:<\/span>
\n messages =<\/span> [<\/span>
\n {<\/span>"role"<\/span>:<\/span> "system"<\/span>,<\/span> "content"<\/span>:<\/span> system_prompt}<\/span>,<\/span>
\n {<\/span>"role"<\/span>:<\/span> "user"<\/span>,<\/span> "content"<\/span>:<\/span> user_prompt}<\/span>,<\/span>
\n ]<\/span>
\n request_json =<\/span> {<\/span>
\n "model"<\/span>:<\/span> model,<\/span>
\n "messages"<\/span>:<\/span> messages,<\/span>
\n "max_tokens"<\/span>:<\/span> 2048<\/span>
\n }<\/span>
\n respose =<\/span> requests.<\/span>request<\/span>(<\/span>
\n url=<\/span>url,<\/span>
\n method=<\/span>"POST"<\/span>,<\/span>
\n json=<\/span>request_json,<\/span>
\n headers=<\/span>request_headers
\n )<\/span>
\n return<\/span> json.<\/span>loads<\/span>(<\/span>respose.<\/span>content.<\/span>decode<\/span>(<\/span>'utf-8'<\/span>)<\/span>)<\/span>[<\/span>'choices'<\/span>]<\/span>[<\/span>0<\/span>]<\/span>[<\/span>'message'<\/span>]<\/span>[<\/span>'content'<\/span>]<\/span><\/p>\n

if<\/span> __name__ ==<\/span> '__main__'<\/span>:<\/span>
\n print<\/span>(<\/span>llm<\/span>(<\/span>"\u4f60\u597d，\u4ecb\u7ecd\u4e00\u4e0b\u4f60\u81ea\u5df1"<\/span>)<\/span>)<\/span><\/p>\n

\u8fd0\u884c\u8f93\u51fa：<\/p>\n

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

\u4f7f\u7528 OpenAI \u7684 client.chat.completions.create \u65b9\u5f0f，\u8c03\u7528 gemma-7b \u6a21\u578b：<\/p>\n

from<\/span> openai import<\/span> OpenAI<\/p>\n

model =<\/span> "google\/gemma-7b-it:free"<\/span>
\ndefault_prompt =<\/span> "You are an AI assistant that helps people find information."<\/span>
\nclient =<\/span> OpenAI(<\/span>
\n base_url=<\/span>"https:\/\/openrouter.ai\/api\/v1"<\/span>,<\/span>
\n api_key=<\/span>"\u4f60\u7684api_key"<\/span>,<\/span>
\n)<\/span><\/p>\n

def<\/span> llm<\/span>(<\/span>user_prompt,<\/span> system_prompt=<\/span>default_prompt)<\/span>:<\/span>
\n messages =<\/span> [<\/span>
\n {<\/span>"role"<\/span>:<\/span> "system"<\/span>,<\/span> "content"<\/span>:<\/span> system_prompt}<\/span>,<\/span>
\n {<\/span>"role"<\/span>:<\/span> "user"<\/span>,<\/span> "content"<\/span>:<\/span> user_prompt}<\/span>,<\/span>
\n ]<\/span>
\n completion =<\/span> client.<\/span>chat.<\/span>completions.<\/span>create(<\/span>
\n extra_headers=<\/span>{<\/span>
\n "HTTP-Referer"<\/span>:<\/span> "http:\/\/localhost:8088"<\/span>,<\/span>
\n "X-Title"<\/span>:<\/span> "test"<\/span>,<\/span>
\n }<\/span>,<\/span>
\n model=<\/span>model,<\/span>
\n messages=<\/span>messages,<\/span>
\n max_tokens =<\/span> 2048<\/span>
\n )<\/span>
\n return<\/span> completion.<\/span>choices[<\/span>0<\/span>]<\/span>.<\/span>message.<\/span>content<\/p>\n

if<\/span> __name__ ==<\/span> '__main__'<\/span>:<\/span>
\n print<\/span>(<\/span>llm(<\/span>"\u4f60\u597d，\u4ecb\u7ecd\u4e00\u4e0b\u4f60\u81ea\u5df1"<\/span>)<\/span>)<\/span><\/p>\n

\u8fd0\u884c\u8f93\u51fa：<\/p>\n

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

\u6d41\u5f0f\u8f93\u51fa\u793a\u4f8b：<\/p>\n

from<\/span> openai import<\/span> OpenAI<\/p>\n

model =<\/span> "google\/gemma-7b-it:free"<\/span>
\ndefault_prompt =<\/span> "You are an AI assistant that helps people find information."<\/span>
\nclient =<\/span> OpenAI(<\/span>
\n base_url=<\/span>"https:\/\/openrouter.ai\/api\/v1"<\/span>,<\/span>
\n api_key=<\/span>"\u4f60\u7684api_key"<\/span>,<\/span>
\n)<\/span><\/p>\n

def<\/span> llm<\/span>(<\/span>user_prompt,<\/span> system_prompt=<\/span>default_prompt)<\/span>:<\/span>
\n messages =<\/span> [<\/span>
\n {<\/span>"role"<\/span>:<\/span> "system"<\/span>,<\/span> "content"<\/span>:<\/span> system_prompt}<\/span>,<\/span>
\n {<\/span>"role"<\/span>:<\/span> "user"<\/span>,<\/span> "content"<\/span>:<\/span> user_prompt}<\/span>,<\/span>
\n ]<\/span>
\n completion =<\/span> client.<\/span>chat.<\/span>completions.<\/span>create(<\/span>
\n extra_headers=<\/span>{<\/span>
\n "HTTP-Referer"<\/span>:<\/span> "http:\/\/localhost:8088"<\/span>,<\/span>
\n "X-Title"<\/span>:<\/span> "test"<\/span>,<\/span>
\n }<\/span>,<\/span>
\n model=<\/span>model,<\/span>
\n messages=<\/span>messages,<\/span>
\n max_tokens =<\/span> 2048<\/span>,<\/span>
\n stream=<\/span>True<\/span>
\n )<\/span>
\n for<\/span> respose in<\/span> completion:<\/span>
\n if<\/span> respose and<\/span> respose.<\/span>choices and<\/span> len<\/span>(<\/span>respose.<\/span>choices)<\/span> ><\/span> 0<\/span>:<\/span>
\n msg =<\/span> respose.<\/span>choices[<\/span>0<\/span>]<\/span>.<\/span>delta.<\/span>content
\n print<\/span>(<\/span>msg,<\/span> end=<\/span>''<\/span>,<\/span> flush=<\/span>True<\/span>)<\/span><\/p>\n

if<\/span> __name__ ==<\/span> '__main__'<\/span>:<\/span>
\n llm(<\/span>"\u4f60\u597d，\u4ecb\u7ecd\u4e00\u4e0b\u4f60\u81ea\u5df1"<\/span>)<\/span><\/p>\n

\u8fd0\u884c\u8f93\u51fa：<\/p>\n

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

\u4e09\u3001\u642d\u5efa\u5927\u6a21\u578b\u52a9\u624b<\/h3>\n

\u4e0a\u9762\u7b80\u5355\u8ba4\u8bc6\u4e86 OpenRouter \u7684\u80fd\u529b，\u4e0b\u9762\u57fa\u4e8e OpenRouter \u4e0a\u8c37\u6b4c\u7684 gemma-7b \u6a21\u578b\u642d\u5efa\u4e00\u4e2a\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b，\u7b80\u5355\u7684\u6267\u884c\u8fc7\u7a0b\u5982\u4e0b\u3002<\/p>\n

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

\u5176\u4e2d\u540e\u7aef\u670d\u52a1\u4f7f\u7528 Python + tornado \u5b9e\u73b0 Web \u670d\u52a1，\u524d\u7aef\u4f7f\u7528\u57fa\u7840\u7684 Html + Jquery \u7684\u65b9\u5f0f\u3002<\/p>\n

3.1 \u670d\u52a1\u7aef\u642d\u5efa<\/h4>\n

\u6240\u5c5e\u4f9d\u8d56\u7248\u672c\u5982\u4e0b：<\/p>\n

openai<\/span>==<\/span>0.27<\/span>.8
\ntornado<\/span>==<\/span>6.3<\/span>.2<\/p>\n

\u6784\u5efa\u95ee\u7b54\u52a9\u624b\u63a5\u53e3 server.py ：<\/p>\n

\u63a5\u53e3\u6211\u4eec\u63a5\u6536\u4e24\u4e2a\u53c2\u6570 questions \u548c history ，\u5176\u4e2d history \u7531\u540e\u7aef\u7ef4\u62a4\u5e76\u8ffd\u52a0\u804a\u5929\u8bb0\u5f55，\u524d\u7aef\u53ea\u8d1f\u8d23\u4e34\u65f6\u5b58\u50a8，\u6bcf\u6b21\u8bf7\u6c42\u643a\u5e26\u4e0a\u4e00\u6b21\u8bf7\u6c42\u8fd4\u56de\u7684 history \u5373\u53ef，\u8c03\u7528 OpenRouter \u4f7f\u7528 OpenAI \u5e93\u7684\u65b9\u5f0f\u3002<\/p>\n

\u6574\u4f53\u5b9e\u73b0\u903b\u8f91\u5982\u4e0b：<\/p>\n

from<\/span> tornado.<\/span>concurrent import<\/span> run_on_executor
\nfrom<\/span> tornado.<\/span>web import<\/span> RequestHandler
\nimport<\/span> tornado.<\/span>gen
\nfrom<\/span> openai import<\/span> OpenAI
\nimport<\/span> json<\/p>\n

class<\/span> Assistant<\/span>(<\/span>RequestHandler)<\/span>:<\/span>
\n model =<\/span> "google\/gemma-7b-it:free"<\/span>
\n client =<\/span> OpenAI(<\/span>
\n base_url=<\/span>"https:\/\/openrouter.ai\/api\/v1"<\/span>,<\/span>
\n api_key=<\/span>"\u4f60\u7684api_key"<\/span>,<\/span>
\n )<\/span>
\n default_prompt =<\/span> "You are an AI assistant that helps people find information."<\/span><\/p>\n

def<\/span> prepare<\/span>(<\/span>self)<\/span>:<\/span>
\n self.<\/span>executor =<\/span> self.<\/span>application.<\/span>pool<\/p>\n

def<\/span> set_default_headers<\/span>(<\/span>self)<\/span>:<\/span>
\n self.<\/span>set_header(<\/span>'Access-Control-Allow-Origin'<\/span>,<\/span> "*"<\/span>)<\/span>
\n self.<\/span>set_header(<\/span>'Access-Control-Allow-Headers'<\/span>,<\/span> "Origin, X-Requested-With, Content-Type, Accept"<\/span>)<\/span>
\n self.<\/span>set_header(<\/span>'Access-Control-Allow-Methods'<\/span>,<\/span> "GET, POST, PUT, DELETE, OPTIONS"<\/span>)<\/span><\/p>\n

@tornado.<\/span>gen.<\/span>coroutine<\/span>
\n def<\/span> post<\/span>(<\/span>self)<\/span>:<\/span>
\n json_data =<\/span> json.<\/span>loads(<\/span>self.<\/span>request.<\/span>body)<\/span>
\n if<\/span> 'questions'<\/span> not<\/span> in<\/span> json_data or<\/span> 'history'<\/span> not<\/span> in<\/span> json_data:<\/span>
\n self.<\/span>write(<\/span>{<\/span>
\n "code"<\/span>:<\/span> 400<\/span>,<\/span>
\n "message"<\/span>:<\/span> "\u7f3a\u5c11\u5fc5\u586b\u53c2\u6570"<\/span>
\n }<\/span>)<\/span>
\n return<\/span>
\n questions =<\/span> json_data[<\/span>'questions'<\/span>]<\/span>
\n history =<\/span> json_data[<\/span>'history'<\/span>]<\/span>
\n result =<\/span> yield<\/span> self.<\/span>do_handler(<\/span>questions,<\/span> history)<\/span>
\n self.<\/span>write(<\/span>result)<\/span><\/p>\n

@run_on_executor<\/span>
\n def<\/span> do_handler<\/span>(<\/span>self,<\/span> questions,<\/span> history)<\/span>:<\/span>
\n try<\/span>:<\/span>
\n answer,<\/span> history =<\/span> self.<\/span>llm(<\/span>questions,<\/span> history)<\/span>
\n return<\/span> {<\/span>
\n "code"<\/span>:<\/span> 200<\/span>,<\/span>
\n "message"<\/span>:<\/span> "success"<\/span>,<\/span>
\n "answer"<\/span>:<\/span> answer,<\/span>
\n "history"<\/span>:<\/span> history
\n }<\/span>
\n except<\/span> Exception as<\/span> e:<\/span>
\n return<\/span> {<\/span>
\n "code"<\/span>:<\/span> 400<\/span>,<\/span>
\n "message"<\/span>:<\/span> str<\/span>(<\/span>e)<\/span>
\n }<\/span><\/p>\n

def<\/span> llm<\/span>(<\/span>self,<\/span> user_prompt,<\/span> messages,<\/span> system_prompt=<\/span>default_prompt)<\/span>:<\/span>
\n if<\/span> not<\/span> messages:<\/span>
\n messages =<\/span> [<\/span>]<\/span>
\n messages.<\/span>append(<\/span>{<\/span>"role"<\/span>:<\/span> "user"<\/span>,<\/span> "content"<\/span>:<\/span> user_prompt}<\/span>)<\/span>
\n completion =<\/span> self.<\/span>client.<\/span>chat.<\/span>completions.<\/span>create(<\/span>
\n extra_headers=<\/span>{<\/span>
\n "HTTP-Referer"<\/span>:<\/span> "http:\/\/localhost:8088"<\/span>,<\/span>
\n "X-Title"<\/span>:<\/span> "test"<\/span>,<\/span>
\n }<\/span>,<\/span>
\n model=<\/span>self.<\/span>model,<\/span>
\n messages=<\/span>messages,<\/span>
\n max_tokens=<\/span>2048<\/span>
\n )<\/span>
\n answer =<\/span> completion.<\/span>choices[<\/span>0<\/span>]<\/span>.<\/span>message.<\/span>content
\n messages.<\/span>append(<\/span>{<\/span>"role"<\/span>:<\/span> "assistant"<\/span>,<\/span> "content"<\/span>:<\/span> answer}<\/span>)<\/span>
\n return<\/span> answer,<\/span> messages<\/p>\n

\u8def\u7531\u914d\u7f6e，\u5e76\u542f\u52a8\u670d\u52a1 app.py ：<\/p>\n

import<\/span> tornado.<\/span>web
\nimport<\/span> tornado.<\/span>ioloop
\nimport<\/span> tornado.<\/span>httpserver
\nimport<\/span> os
\nfrom<\/span> concurrent.<\/span>futures.<\/span>thread import<\/span> ThreadPoolExecutor
\nfrom<\/span> server import<\/span> Assistant<\/p>\n

## \u914d\u7f6e<\/span>
\nclass<\/span> Config<\/span>(<\/span>)<\/span>:<\/span>
\n port =<\/span> 8081<\/span>
\n base_path =<\/span> os.<\/span>path.<\/span>dirname(<\/span>__file__)<\/span>
\n settings =<\/span> {<\/span>
\n # "debug":True,<\/span>
\n # "autore load":True,<\/span>
\n "static_path"<\/span>:<\/span> os.<\/span>path.<\/span>join(<\/span>base_path,<\/span> "resources\/static"<\/span>)<\/span>,<\/span>
\n "template_path"<\/span>:<\/span> os.<\/span>path.<\/span>join(<\/span>base_path,<\/span> "resources\/templates"<\/span>)<\/span>,<\/span>
\n "autoescape"<\/span>:<\/span> None<\/span>
\n }<\/span><\/p>\n

# \u8def\u7531<\/span>
\nclass<\/span> Application<\/span>(<\/span>tornado.<\/span>web.<\/span>Application)<\/span>:<\/span>
\n def<\/span> __init__<\/span>(<\/span>self)<\/span>:<\/span>
\n handlers =<\/span> [<\/span>
\n (<\/span>"\/assistant"<\/span>,<\/span> Assistant)<\/span>,<\/span>
\n (<\/span>"\/(.*)$"<\/span>,<\/span> tornado.<\/span>web.<\/span>StaticFileHandler,<\/span> {<\/span>
\n "path"<\/span>:<\/span> os.<\/span>path.<\/span>join(<\/span>Config.<\/span>base_path,<\/span> "resources\/static"<\/span>)<\/span>,<\/span>
\n "default_filename"<\/span>:<\/span> "index.html"<\/span>
\n }<\/span>)<\/span>
\n ]<\/span>
\n super<\/span>(<\/span>Application,<\/span> self)<\/span>.<\/span>__init__(<\/span>handlers,<\/span> **<\/span>Config.<\/span>settings)<\/span>
\n self.<\/span>pool =<\/span> ThreadPoolExecutor(<\/span>10<\/span>)<\/span><\/p>\n

if<\/span> __name__ ==<\/span> '__main__'<\/span>:<\/span>
\n app =<\/span> Application(<\/span>)<\/span><\/p>\n

httpserver =<\/span> tornado.<\/span>httpserver.<\/span>HTTPServer(<\/span>app)<\/span><\/p>\n

httpserver.<\/span>listen(<\/span>Config.<\/span>port)<\/span><\/p>\n

print<\/span>(<\/span>"start success"<\/span>,<\/span> "prot = "<\/span>,<\/span> Config.<\/span>port)<\/span><\/p>\n

print<\/span>(<\/span>"http:\/\/localhost:"<\/span> +<\/span> str<\/span>(<\/span>Config.<\/span>port)<\/span> +<\/span> "\/"<\/span>)<\/span><\/p>\n

tornado.<\/span>ioloop.<\/span>IOLoop.<\/span>current(<\/span>)<\/span>.<\/span>start(<\/span>)<\/span><\/p>\n

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

\u4e0b\u9762\u53ef\u4ee5\u4f7f\u7528 Postman \u8fdb\u884c\u6d4b\u8bd5：<\/p>\n

\u8bf7\u6c42\u5185\u5bb9：<\/p>\n

{<\/span>
\n"questions"<\/span>:<\/span>"\u4f60\u597d，\u4ecb\u7ecd\u4e0b\u4f60\u81ea\u5df1"<\/span>,<\/span>
\n"history"<\/span>:<\/span>[<\/span>]<\/span>
\n}<\/span><\/p>\n

\u8f93\u51fa\u793a\u4f8b： \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

\u4ece\u7ed3\u679c\u770b\u63a5\u53e3\u8bbf\u95ee\u6b63\u5e38，\u4e0b\u9762\u5f00\u59cb\u524d\u7aef\u7684\u642d\u5efa\u3002<\/p>\n

3.2 \u524d\u7aef\u642d\u5efa<\/h4>\n

\u524d\u7aef\u9700\u8981\u6784\u5efa\u4e00\u4e2a\u95ee\u7b54\u804a\u5929\u754c\u9762，\u9700\u8981\u6ce8\u610f\u7684\u662f，\u6a21\u578b\u8fd4\u56de\u7684\u5185\u5bb9\u53ef\u80fd\u662f MD \u683c\u5f0f，\u524d\u7aef\u9700\u8981\u89e3\u6790\u6210html \u683c\u5f0f\u5c55\u793a，\u6574\u4f53\u5b9e\u73b0\u8fc7\u7a0b\u5982\u4e0b：<\/p>\n

<!<\/span>DOCTYPE<\/span> html<\/span>><\/span><\/span>
\n<<\/span>html<\/span>><\/span><\/span>
\n<<\/span>head<\/span>><\/span><\/span>
\n <<\/span>meta<\/span> charset<\/span>=<\/span>"<\/span>UTF-8"<\/span><\/span>><\/span><\/span>
\n <<\/span>title<\/span>><\/span><\/span>AI \u804a\u5929\u5bf9\u8bdd<\/<\/span>title<\/span>><\/span><\/span>
\n <<\/span>style<\/span>><\/span><\/span>
\n body<\/span> {<\/span>
\n font-family<\/span>:<\/span> Arial,<\/span> sans-serif;<\/span>
\n margin<\/span>:<\/span> 0;<\/span>
\n padding<\/span>:<\/span> 0;<\/span>
\n }<\/span><\/p>\n

.container<\/span> {<\/span>
\n display<\/span>:<\/span> flex;<\/span>
\n height<\/span>:<\/span> 100vh;<\/span>
\n }<\/span><\/p>\n

.left-panel<\/span> {<\/span>
\n flex<\/span>:<\/span> 15%;<\/span>
\n background-color<\/span>:<\/span> #f2f2f2;<\/span>
\n padding<\/span>:<\/span> 10px;<\/span>
\n }<\/span><\/p>\n

.right-panel<\/span> {<\/span>
\n flex<\/span>:<\/span> 85%;<\/span>
\n background-color<\/span>:<\/span> #ffffff;<\/span>
\n display<\/span>:<\/span> flex;<\/span>
\n flex-direction<\/span>:<\/span> column;<\/span>
\n }<\/span><\/p>\n

.chat-log<\/span> {<\/span>
\n flex<\/span>:<\/span> 1;<\/span>
\n overflow-y<\/span>:<\/span> auto;<\/span>
\n padding<\/span>:<\/span> 20px;<\/span>
\n }<\/span><\/p>\n

.chat-bubble<\/span> {<\/span>
\n display<\/span>:<\/span> flex;<\/span>
\n align-items<\/span>:<\/span> center;<\/span>
\n margin-bottom<\/span>:<\/span> 10px;<\/span>
\n }<\/span><\/p>\n

.user-bubble<\/span> {<\/span>
\n justify-content<\/span>:<\/span> flex-end;<\/span>
\n }<\/span><\/p>\n

.bubble-content<\/span> {<\/span>
\n padding<\/span>:<\/span> 10px 15px;<\/span>
\n border-radius<\/span>:<\/span> 20px;<\/span>
\n }<\/span><\/p>\n

.user-bubble .bubble-content<\/span> {<\/span>
\n background-color<\/span>:<\/span> #d6eaff;<\/span>
\n color<\/span>:<\/span> #000000;<\/span>
\n }<\/span><\/p>\n

.ai-bubble .bubble-content<\/span> {<\/span>
\n background-color<\/span>:<\/span> #e5ece7;<\/span>
\n color<\/span>:<\/span> #000;<\/span>
\n }<\/span><\/p>\n

.input-area<\/span> {<\/span>
\n display<\/span>:<\/span> flex;<\/span>
\n align-items<\/span>:<\/span> center;<\/span>
\n padding<\/span>:<\/span> 20px;<\/span>
\n }<\/span><\/p>\n

.input-text<\/span> {<\/span>
\n flex<\/span>:<\/span> 1;<\/span>
\n padding<\/span>:<\/span> 10px;<\/span>
\n margin-right<\/span>:<\/span> 10px;<\/span>
\n }<\/span><\/p>\n

.submit-button<\/span> {<\/span>
\n padding<\/span>:<\/span> 10px 20px;<\/span>
\n background-color<\/span>:<\/span> #2196f3;<\/span>
\n color<\/span>:<\/span> #ffffff;<\/span>
\n border<\/span>:<\/span> none;<\/span>
\n cursor<\/span>:<\/span> pointer;<\/span>
\n }<\/span><\/p>\n

li<\/span> {<\/span>
\n margin-top<\/span>:<\/span> 10px;<\/span>
\n }<\/span><\/p>\n

a<\/span> {<\/span>
\n text-decoration<\/span>:<\/span> none;<\/span>
\n }<\/span><\/p>\n

table<\/span> {<\/span>
\n border<\/span>:<\/span> 1px solid #000;<\/span>
\n border-collapse<\/span>:<\/span> collapse;<\/span>
\n }<\/span><\/p>\n

table td, table th<\/span> {<\/span>
\n border<\/span>:<\/span> 1px solid #000;<\/span>
\n }<\/span><\/p>\n

table td, table th<\/span> {<\/span>
\n padding<\/span>:<\/span> 10px;<\/span>
\n }<\/span><\/p>\n

.language-sql<\/span> {<\/span>
\n width<\/span>:<\/span> 95%;<\/span>
\n background-color<\/span>:<\/span> #F6F6F6;<\/span>
\n padding<\/span>:<\/span> 10px;<\/span>
\n font-weight<\/span>:<\/span> bold;<\/span>
\n border-radius<\/span>:<\/span> 5px;<\/span>
\n word-wrap<\/span>:<\/span> break-word;<\/span>
\n white-space<\/span>:<\/span> pre-line;<\/span>
\n \/* overflow-wrap: break-word; *\/<\/span>
\n display<\/span>:<\/span> block;<\/span>
\n }<\/span><\/p>\n

select<\/span> {<\/span>
\n width<\/span>:<\/span> 100%;<\/span>
\n height<\/span>:<\/span> 30px;<\/span>
\n border<\/span>:<\/span> 2px solid #6089a4;<\/span>
\n font-size<\/span>:<\/span> 15px;<\/span>
\n margin-top<\/span>:<\/span> 5px;<\/span>
\n }<\/span>
\n .recommendation<\/span>{<\/span>
\n color<\/span>:<\/span> #1c4cf3;<\/span>
\n margin-top<\/span>:<\/span> 10px;<\/span>
\n }<\/span><\/p>\n

<\/span><\/span><\/<\/span>style<\/span>><\/span><\/span>
\n<\/<\/span>head<\/span>><\/span><\/span>
\n<<\/span>body<\/span>><\/span><\/span>
\n<<\/span>div<\/span> class<\/span>=<\/span>"<\/span>container"<\/span><\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>left-panel"<\/span><\/span>><\/span><\/span>
\n <<\/span>h2<\/span>><\/span><\/span>\u667a\u80fd\u95ee\u7b54\u52a9\u624b<\/<\/span>h2<\/span>><\/span><\/span>
\n <<\/span>h3<\/span>><\/span><\/span>\u5e38\u7528\u95ee\u9898<\/<\/span>h3<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>recommendation"<\/span><\/span>><\/span><\/span>\u5e2e\u6211\u5199\u4e00\u4e2aJava\u5feb\u901f\u6392\u5e8f<\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>recommendation"<\/span><\/span>><\/span><\/span>Java 8\u6709\u4ec0\u4e48\u65b0\u7279\u6027<\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>recommendation"<\/span><\/span>><\/span><\/span>JVM\u4f18\u5316\u5efa\u8bae<\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>recommendation"<\/span><\/span>><\/span><\/span>\u5185\u5b58\u5360\u7528\u9ad8,\u5982\u4f55\u4f18\u5316<\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>recommendation"<\/span><\/span>><\/span><\/span>MySQL\u4f18\u5316\u5efa\u8bae<\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>recommendation"<\/span><\/span>><\/span><\/span>MySQL\u5982\u4f55\u67e5\u770b\u6267\u884c\u8ba1\u5212<\/<\/span>div<\/span>><\/span><\/span>
\n <\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>right-panel"<\/span><\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>chat-log"<\/span><\/span> id<\/span>=<\/span>"<\/span>chat-log"<\/span><\/span>><\/span><\/span><\/p>\n

<\/<\/span>div<\/span>><\/span><\/span>
\n <<\/span>div<\/span> class<\/span>=<\/span>"<\/span>input-area"<\/span><\/span>><\/span><\/span>
\n <<\/span>input<\/span> type<\/span>=<\/span>"<\/span>text"<\/span><\/span> id<\/span>=<\/span>"<\/span>user-input"<\/span><\/span> class<\/span>=<\/span>"<\/span>input-text"<\/span><\/span> placeholder<\/span>=<\/span>"<\/span>\u8bf7\u8f93\u5165\u60a8\u7684\u95ee\u9898,\u56de\u8f66\u6216\u70b9\u51fb\u53d1\u9001\u786e\u5b9a\u3002"<\/span><\/span>><\/span><\/span>
\n <<\/span>button<\/span> id<\/span>=<\/span>"<\/span>submit"<\/span><\/span> style<\/span>=<\/span>"<\/span>margin-left<\/span>:<\/span> 10px;<\/span>width<\/span>:<\/span> 100px<\/span>"<\/span><\/span><\/span> onclick<\/span>=<\/span>"<\/span>sendMessage<\/span>(<\/span>)<\/span><\/span>"<\/span><\/span><\/span> class<\/span>=<\/span>"<\/span>submit-button"<\/span><\/span>><\/span><\/span>
\n \u53d1\u9001
\n <\/<\/span>button<\/span>><\/span><\/span>
\n <<\/span>button<\/span> style<\/span>=<\/span>"<\/span>margin-left<\/span>:<\/span> 20px;<\/span>width<\/span>:<\/span> 100px;<\/span>background-color<\/span>:<\/span> red<\/span>"<\/span><\/span><\/span> onclick<\/span>=<\/span>"<\/span>clearChat<\/span>(<\/span>)<\/span><\/span>"<\/span><\/span><\/span>
\n class<\/span>=<\/span>"<\/span>submit-button"<\/span><\/span>><\/span><\/span>\u6e05\u9664\u8bb0\u5f55
\n <\/<\/span>button<\/span>><\/span><\/span>
\n <\/<\/span>div<\/span>><\/span><\/span>
\n <\/<\/span>div<\/span>><\/span><\/span>
\n<\/<\/span>div<\/span>><\/span><\/span>
\n<<\/span>script<\/span> type<\/span>=<\/span>"<\/span>text\/javascript"<\/span><\/span> src<\/span>=<\/span>"<\/span>http:\/\/code.jquery.com\/jquery-3.7.0.min.js"<\/span><\/span>><\/span><\/span><\/span><\/<\/span>script<\/span>><\/span><\/span>
\n<<\/span>script<\/span> src<\/span>=<\/span>"<\/span>https:\/\/cdn.jsdelivr.net\/npm\/marked\/marked.min.js"<\/span><\/span>><\/span><\/span><\/span><\/<\/span>script<\/span>><\/span><\/span>
\n<<\/span>script<\/span>><\/span><\/span>
\n \/\/ \u804a\u5929\u5386\u53f2\u8bb0\u5f55<\/span>
\n var<\/span> messageHistory =<\/span> [<\/span>]<\/span>;<\/span><\/p>\n

\/\/ \u6dfb\u52a0AI\u4fe1\u606f<\/span>
\n function<\/span> addAIMessage<\/span>(<\/span>message<\/span>)<\/span> {<\/span>
\n $<\/span>(<\/span>"#chat-log"<\/span>)<\/span>.<\/span>append<\/span>(<\/span>
\n "<div class=\\\\"chat-bubble ai-bubble\\\\">\\\\n"<\/span> +<\/span>
\n " <div class=\\\\"bubble-content\\\\">"<\/span> +<\/span> message +<\/span> "<\/div>\\\\n"<\/span> +<\/span>
\n "<\/div>"<\/span>
\n )<\/span>
\n }<\/span><\/p>\n

\/\/ \u6dfb\u52a0\u4eba\u7c7b\u4fe1\u606f<\/span>
\n function<\/span> addUserMessage<\/span>(<\/span>message<\/span>)<\/span> {<\/span>
\n $<\/span>(<\/span>"#chat-log"<\/span>)<\/span>.<\/span>append<\/span>(<\/span>
\n "<div class=\\\\"chat-bubble user-bubble\\\\">\\\\n"<\/span> +<\/span>
\n " <div class=\\\\"bubble-content\\\\">"<\/span> +<\/span> message +<\/span> "<\/div>\\\\n"<\/span> +<\/span>
\n "<\/div>"<\/span>
\n )<\/span>
\n }<\/span><\/p>\n

\/\/ \u6ed1\u52a8\u5230\u5e95\u90e8<\/span>
\n function<\/span> slideBottom<\/span>(<\/span>)<\/span> {<\/span>
\n let<\/span> chatlog =<\/span> document.<\/span>getElementById<\/span>(<\/span>"chat-log"<\/span>)<\/span>;<\/span>
\n chatlog.<\/span>scrollTop =<\/span> chatlog.<\/span>scrollHeight;<\/span>
\n }<\/span><\/p>\n

\/\/ \u8c03\u7528api<\/span>
\n function<\/span> chatApi<\/span>(<\/span>message<\/span>)<\/span> {<\/span>
\n slideBottom<\/span>(<\/span>)<\/span>;<\/span>
\n data =<\/span> {<\/span>
\n questions<\/span>:<\/span> message,<\/span>
\n history<\/span>:<\/span> messageHistory
\n }<\/span>;<\/span>
\n $.<\/span>ajax<\/span>(<\/span>{<\/span>
\n url<\/span>:<\/span> "http:\/\/127.0.0.1:8081\/assistant"<\/span>,<\/span>
\n type<\/span>:<\/span> "POST"<\/span>,<\/span>
\n contentType<\/span>:<\/span> "application\/json"<\/span>,<\/span>
\n dataType<\/span>:<\/span> "json"<\/span>,<\/span>
\n data<\/span>:<\/span> JSON<\/span>.<\/span>stringify<\/span>(<\/span>data)<\/span>,<\/span>
\n success<\/span>:<\/span> function<\/span> (<\/span>res<\/span>)<\/span> {<\/span>
\n if<\/span> (<\/span>res.<\/span>code ===<\/span> 200<\/span>)<\/span> {<\/span>
\n let<\/span> answer =<\/span> res.<\/span>answer;<\/span>
\n answer =<\/span> marked.<\/span>parse<\/span>(<\/span>answer)<\/span>;<\/span>
\n addAIMessage<\/span>(<\/span>answer)<\/span>;<\/span>
\n messageHistory =<\/span> res.<\/span>history;<\/span>
\n }<\/span> else<\/span> {<\/span>
\n addAIMessage<\/span>(<\/span>"\u670d\u52a1\u63a5\u53e3\u8c03\u7528\u9519\u8bef\u3002"<\/span>)<\/span>;<\/span>
\n }<\/span>
\n }<\/span>,<\/span>
\n error<\/span>:<\/span> function<\/span> (<\/span>e<\/span>)<\/span> {<\/span>
\n addAIMessage<\/span>(<\/span>"\u670d\u52a1\u63a5\u53e3\u8c03\u7528\u5f02\u5e38\u3002"<\/span>)<\/span>;<\/span>
\n }<\/span>
\n }<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u53d1\u9001\u6d88\u606f<\/span>
\n function<\/span> sendMessage<\/span>(<\/span>)<\/span> {<\/span>
\n let<\/span> userInput =<\/span> $<\/span>(<\/span>'#user-input'<\/span>)<\/span>;<\/span>
\n let<\/span> userMessage =<\/span> userInput.<\/span>val<\/span>(<\/span>)<\/span>;<\/span>
\n if<\/span> (<\/span>userMessage.<\/span>trim<\/span>(<\/span>)<\/span> ===<\/span> ''<\/span>)<\/span> {<\/span>
\n return<\/span>;<\/span>
\n }<\/span>
\n userInput.<\/span>val<\/span>(<\/span>""<\/span>)<\/span>;<\/span>
\n addUserMessage<\/span>(<\/span>userMessage)<\/span>;<\/span>
\n chatApi<\/span>(<\/span>userMessage)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u6e05\u7a7a\u804a\u5929\u8bb0\u5f55<\/span>
\n function<\/span> clearChat<\/span>(<\/span>)<\/span> {<\/span>
\n $<\/span>(<\/span>"#chat-log"<\/span>)<\/span>.<\/span>empty<\/span>(<\/span>)<\/span>;<\/span>
\n messageHistory =<\/span> [<\/span>]<\/span>;<\/span>
\n addAIMessage<\/span>(<\/span>"\u4f60\u597d，\u8bf7\u8f93\u5165\u4f60\u60f3\u95ee\u7684\u95ee\u9898\u3002"<\/span>)<\/span>;<\/span>
\n }<\/span><\/p>\n

\/\/ \u521d\u59cb\u5316<\/span>
\n function<\/span> init<\/span>(<\/span>)<\/span> {<\/span>
\n addAIMessage<\/span>(<\/span>"\u4f60\u597d，\u8bf7\u8f93\u5165\u4f60\u60f3\u95ee\u7684\u95ee\u9898\u3002"<\/span>)<\/span>;<\/span>
\n var<\/span> submit =<\/span> $<\/span>(<\/span>"#submit"<\/span>)<\/span>;<\/span>
\n var<\/span> userInput =<\/span> $<\/span>(<\/span>"#user-input"<\/span>)<\/span>;<\/span>
\n var<\/span> focus =<\/span> false<\/span>;<\/span>
\n \/\/ \u76d1\u542c\u8f93\u5165\u6846\u7126\u70b9<\/span>
\n userInput.<\/span>focus<\/span>(<\/span>function<\/span> (<\/span>)<\/span> {<\/span>
\n focus =<\/span> true<\/span>;<\/span>
\n }<\/span>)<\/span>.<\/span>blur<\/span>(<\/span>function<\/span> (<\/span>)<\/span> {<\/span>
\n focus =<\/span> false<\/span>;<\/span>
\n }<\/span>)<\/span>;<\/span>
\n \/\/ \u56de\u8f66\u76d1\u542c\u4e8b\u4ef6<\/span>
\n document.<\/span>addEventListener<\/span>(<\/span>"keydown"<\/span>,<\/span> function<\/span> (<\/span>event<\/span>)<\/span> {<\/span>
\n if<\/span> (<\/span>event.<\/span>keyCode ===<\/span> 13<\/span>)<\/span> {<\/span>
\n console.<\/span>log<\/span>(<\/span>focus)<\/span>;<\/span>
\n if<\/span> (<\/span>focus)<\/span> {<\/span>
\n submit.<\/span>click<\/span>(<\/span>)<\/span>;<\/span>
\n }<\/span>
\n }<\/span>
\n }<\/span>)<\/span>;<\/span>
\n }<\/span>
\n init<\/span>(<\/span>)<\/span>;<\/span>
\n<\/span><\/span><\/<\/span>script<\/span>><\/span><\/span>
\n<\/<\/span>body<\/span>><\/span><\/span>
\n<\/<\/span>html<\/span>><\/span><\/span><\/p>\n

\u8fd0\u884c\u6548\u679c：<\/p>\n

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

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

\u5230\u6b64，\u6211\u4eec\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b\u5c31\u57fa\u672c\u505a\u597d\u4e86！<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb2.2w\u6b21\uff0c\u70b9\u8d5e50\u6b21\uff0c\u6536\u85cf89\u6b21\u3002\u5927\u578b\u6a21\u578b\u7684\u51fa\u73b0\u4e3a\u8bb8\u591a\u9886\u57df\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u53d8\u5316\uff0c\u4ece\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5230\u8ba1\u7b97\u673a\u89c6\u89c9\uff0c\u751a\u81f3\u662f\u533b\u5b66\u548c\u91d1\u878d\u9886\u57df\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u8bb8\u591a\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u9700\u8981\u62e5\u6709\u4e00\u53f0\u914d\u5907\u9ad8\u6027\u80fdGPU\u7684\u670d\u52a1\u5668\uff0c\u800c\u8fd9\u5f80\u5f80\u662f\u4e00\u9879\u6602\u8d35\u7684\u6295\u8d44\u3002\u800c OpenRouter \u4e3a\u4f7f\u7528\u8005\u63d0\u4f9b\u4e86\u90e8\u5206\u5f00\u6e90\u6a21\u578b\u7684\u5b9e\u73b0\uff0c\u53ef\u4ee5\u901a\u8fc7API\u514d\u8d39\u4f7f\u7528\uff0c\u4e3b\u8981\u805a\u7126\u57287B\u89c4\u6a21\u5927\u5c0f\u7684\u6a21\u578b\uff0c\u6bd4\u5982\u8c37\u6b4c\u7684 gemma-7b \uff0cMistral AI \u7684 mistral-7b-instruct\uff0c\u4e00\u5b9a\u7a0b\u5ea6\u907f\u514d\u4e86\u81ea\u5df1\u53bb\u90e8\u7f72\u5927\u6a21\u578b\u7684\u6210\u672c\u3002_openrouter<\/p>\n","protected":false},"author":2,"featured_media":10608,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[43,465,44],"topic":[],"class_list":["post-10622","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-43","tag--amp-","tag-44"],"yoast_head":"\n\u65e0\u9700 GPU \u670d\u52a1\u5668\uff0c\u501f\u52a9 OpenRouter \u96f6\u6210\u672c\u642d\u5efa\u81ea\u5df1\u7684\u5927\u6a21\u578b\u52a9\u624b - 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