{"id":100380,"date":"2026-09-04T16:49:43","date_gmt":"2026-09-04T08:49:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/100380.html"},"modified":"2026-09-04T16:49:43","modified_gmt":"2026-09-04T08:49:43","slug":"ollama-%e4%bb%8e%e5%85%a5%e9%97%a8%e5%88%b0%e5%ae%9e%e6%88%98%ef%bc%9a%e6%9c%ac%e5%9c%b0%e9%83%a8%e7%bd%b2%e4%bb%a3%e7%a0%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c%e9%9b%b6%e6%88%90%e6%9c%ac%e6%89%93","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/100380.html","title":{"rendered":"Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218\uff1a\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b\uff0c\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b"},"content":{"rendered":"<\/p>\n<h4>\u76ee\u5f55<\/h4>\n<ul>\n<li>Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218&#xff1a;\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b&#xff0c;\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b<\/li>\n<li>\n<ul>\n<li>\u4e00\u3001\u4e3a\u4ec0\u4e48\u4f60\u9700\u8981\u4e00\u4e2a\u672c\u5730\u5927\u6a21\u578b&#xff1f;<\/li>\n<li>\u4e8c\u3001Ollama \u662f\u4ec0\u4e48&#xff1f;\u4e00\u5206\u949f\u641e\u61c2<\/li>\n<li>\n<ul>\n<li>2.1 \u5b98\u65b9\u5b9a\u4e49<\/li>\n<li>2.2 \u6838\u5fc3\u7279\u70b9<\/li>\n<li>2.3 Ollama \u662f\u600e\u4e48\u5de5\u4f5c\u7684&#xff1f;<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001\u73af\u5883\u51c6\u5907\u4e0e\u5b89\u88c5&#xff08;Windows \u7bc7&#xff09;<\/li>\n<li>\n<ul>\n<li>3.1 \u786c\u4ef6\u5efa\u8bae<\/li>\n<li>3.2 \u5b89\u88c5 Ollama<\/li>\n<li>3.3 \u9a8c\u8bc1\u662f\u5426\u5b89\u88c5\u6210\u529f<\/li>\n<\/ul>\n<\/li>\n<li>\u600e\u4e48\u6ce8\u9500\u91cd\u65b0\u767b\u5f55&#xff08;Windows&#xff09;<\/li>\n<li>\u26a0\ufe0f \u64cd\u4f5c\u524d\u5fc5\u770b<\/li>\n<li>\n<ul>\n<li>3.4 \u4fee\u6539\u6a21\u578b\u5b58\u50a8\u4f4d\u7f6e&#xff08;\u53ef\u9009&#xff0c;\u4f46\u5f3a\u70c8\u5efa\u8bae&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u3001\u6a21\u578b\u4e0b\u8f7d\u4e0e\u7ba1\u7406<\/li>\n<li>\n<ul>\n<li>4.1 \u62c9\u53d6&#xff08;\u4e0b\u8f7d&#xff09;\u6a21\u578b<\/li>\n<li>4.2 \u67e5\u770b\u5df2\u4e0b\u8f7d\u7684\u6a21\u578b<\/li>\n<li>4.3 \u5220\u9664\u6a21\u578b<\/li>\n<li>4.4 \u5e38\u7528\u547d\u4ee4\u901f\u67e5\u8868<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u547d\u4ee4\u884c\u57fa\u7840\u4f7f\u7528<\/li>\n<li>\n<ul>\n<li>5.1 \u8fdb\u5165\u4ea4\u4e92\u5f0f\u5bf9\u8bdd<\/li>\n<li>5.2 \u5bf9\u8bdd\u4e2d\u7684\u5b9e\u7528\u547d\u4ee4<\/li>\n<li>5.3 \u4e00\u6b21\u6027\u7684\u76f4\u63a5\u63d0\u95ee&#xff08;\u975e\u4ea4\u4e92&#xff09;<\/li>\n<li>5.4 \u6307\u5b9a\u53c2\u6570\u63d0\u95ee&#xff08;\u6e29\u5ea6\u3001\u957f\u5ea6\u7b49&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u516d\u3001\u8fdb\u9636\u73a9\u6cd5&#xff1a;OpenAI \u517c\u5bb9 API&#xff08;\u5f7b\u5e95\u8bb2\u900f&#xff09;<\/li>\n<li>\n<ul>\n<li>6.1 \u5148\u641e\u61c2&#xff1a;API \u5230\u5e95\u662f\u4ec0\u4e48&#xff1f;<\/li>\n<li>6.2 \u4ec0\u4e48\u53eb&#034;OpenAI \u517c\u5bb9&#034;&#xff1f;\u4e3a\u4ec0\u4e48\u5b83\u5f88\u725b&#xff1f;<\/li>\n<li>6.3 \u4e00\u6761\u8bf7\u6c42\u662f\u600e\u4e48\u53d1\u51fa\u53bb\u7684&#xff1f;&#xff08;\u9010\u5b57\u62c6\u89e3&#xff09;<\/li>\n<li>6.4 \u54cd\u5e94&#xff08;\u8fd4\u56de\u7ed3\u679c&#xff09;\u957f\u4ec0\u4e48\u6837&#xff1f;&#xff08;\u9010\u5b57\u62c6\u89e3&#xff09;<\/li>\n<li>6.5 \u7528 curl \u547d\u4ee4\u624b\u52a8\u6d4b\u8bd5&#xff08;\u6700\u5feb\u9a8c\u8bc1\u65b9\u5f0f&#xff09;<\/li>\n<li>6.6 \u7528 Postman \u6d4b\u8bd5&#xff08;\u56fe\u5f62\u5316&#xff0c;\u770b\u5f97\u89c1\u6478\u5f97\u7740&#xff09;<\/li>\n<li>6.7 \u4e00\u62db\u5403\u904d&#xff1a;OpenAI \u5b98\u65b9 SDK \u76f4\u63a5\u6307\u5411\u672c\u5730<\/li>\n<li>6.8 \u5e38\u7528\u53c2\u6570\u8be6\u89e3\u8868<\/li>\n<li>6.9 \u5e38\u89c1\u9519\u8bef\u6392\u67e5\u8868<\/li>\n<li>6.10 \u63a5\u53e3\u4e00\u89c8&#xff08;Ollama \u63d0\u4f9b\u7684\u5168\u90e8\u63a5\u53e3&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u4e03\u3001\u5b9e\u6218\u4e00&#xff1a;Python \u8c03\u7528\u672c\u5730\u6a21\u578b<\/li>\n<li>\n<ul>\n<li>7.1 \u5b89\u88c5\u4f9d\u8d56<\/li>\n<li>7.2 \u5b8c\u6574\u4ee3\u7801&#xff1a;\u547d\u4ee4\u884c\u7248&#034;\u4ee3\u7801\u52a9\u624b&#034;<\/li>\n<li>7.3 \u8fdb\u9636&#xff1a;\u6d41\u5f0f\u8f93\u51fa&#xff08;\u8fb9\u751f\u6210\u8fb9\u663e\u793a&#xff09;<\/li>\n<li>7.4 \u5b9e\u6218\u5347\u7ea7&#xff1a;\u591a\u8f6e\u5bf9\u8bdd&#xff08;\u5e26\u8bb0\u5fc6\u7684\u804a\u5929\u52a9\u624b&#xff09;<\/li>\n<li>7.5 \u5f02\u6b65\u7248&#xff1a;\u4e0d\u963b\u585e\u4e3b\u7ebf\u7a0b&#xff08;\u9002\u5408 GUI \/ Web&#xff09;<\/li>\n<li>7.6 \u5b9e\u6218\u6848\u4f8b&#xff1a;\u4e00\u952e&#034;\u4ee3\u7801\u5ba1\u67e5\u52a9\u624b&#034;<\/li>\n<li>7.7 Python \u8c03\u7528\u5e38\u89c1\u95ee\u9898<\/li>\n<\/ul>\n<\/li>\n<li>\u516b\u3001\u5b9e\u6218\u4e8c&#xff1a;Java \u8c03\u7528\u672c\u5730\u6a21\u578b<\/li>\n<li>\n<ul>\n<li>8.1 \u5f15\u5165\u4f9d\u8d56&#xff08;Maven&#xff09;<\/li>\n<li>8.2 \u5b8c\u6574\u4ee3\u7801&#xff1a;\u8c03\u7528\u672c\u5730\u6a21\u578b\u751f\u6210\u4ee3\u7801<\/li>\n<li>8.3 \u89c4\u8303\u5199\u6cd5&#xff1a;\u7528 Jackson \u6784\u9020\u8bf7\u6c42\u4f53&#xff08;\u63a8\u8350\u751f\u4ea7\u4f7f\u7528&#xff09;<\/li>\n<li>8.4 Java \u591a\u8f6e\u5bf9\u8bdd&#xff08;\u8bb0\u4f4f\u4e0a\u4e0b\u6587&#xff09;<\/li>\n<li>8.5 Spring Boot \u96c6\u6210&#xff1a;\u628a Ollama \u5c01\u88c5\u6210\u670d\u52a1<\/li>\n<li>8.6 Java \u8c03\u7528\u5e38\u89c1\u95ee\u9898<\/li>\n<\/ul>\n<\/li>\n<li>\u4e5d\u3001\u5b9e\u6218\u4e09&#xff1a;\u63a5\u5165 IDE&#xff0c;\u53d8\u8eab\u7f16\u7a0b\u52a9\u624b<\/li>\n<li>\n<ul>\n<li>9.1 VSCode \u63a5\u5165 Continue \u63d2\u4ef6&#xff08;\u63a8\u8350&#xff09;<\/li>\n<li>9.2 IDEA \u63a5\u5165 Continue \u63d2\u4ef6<\/li>\n<li>9.3 \u5176\u4ed6 IDE \u63d2\u4ef6<\/li>\n<li>9.4 Continue \u7684\u914d\u7f6e\u6587\u4ef6\u8be6\u89e3&#xff08;\u8fdb\u9636&#xff09;<\/li>\n<li>9.5 Cline \u63d2\u4ef6\u63a5\u5165&#xff08;\u53e6\u4e00\u4e2a\u9009\u62e9&#xff09;<\/li>\n<li>9.6 \u524d\u7aef\u5f00\u53d1\u8005\u7684 IDE \u9ad8\u9891\u7528\u6cd5<\/li>\n<li>9.7 \u6027\u80fd\u4e0e\u5185\u5b58\u6ce8\u610f\u4e8b\u9879&#xff08;16G \u673a\u5668&#xff09;<\/li>\n<li>9.8 \u5176\u4ed6\u53ef\u9009\u7684 IDE \u63d2\u4ef6<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u3001\u5b9e\u6218\u56db&#xff1a;\u524d\u7aef\u9879\u76ee\u8c03\u7528\u672c\u5730\u6a21\u578b&#xff08;Vue \/ jQuery \/ \u539f\u751f JS&#xff09;<\/li>\n<li>\n<ul>\n<li>10.1 \u524d\u7aef\u573a\u666f\u80fd\u505a\u4ec0\u4e48&#xff1f;<\/li>\n<li>10.2 \u7b2c\u4e00\u4e2a\u5927\u5751&#xff1a;\u6d4f\u89c8\u5668\u8de8\u57df&#xff08;CORS&#xff09;<\/li>\n<li>10.3 \u65b9\u6848A&#xff1a;\u539f\u751f JS &#043; fetch&#xff08;ES6&#xff0c;\u73b0\u4ee3\u6d4f\u89c8\u5668&#xff09;<\/li>\n<li>10.4 \u65b9\u6848B&#xff1a;jQuery &#043; ES5&#xff08;\u517c\u5bb9 IE&#xff0c;\u8001\u9879\u76ee\u9002\u7528&#xff09;<\/li>\n<li>10.5 \u65b9\u6848C&#xff1a;Vue2 &#043; Vant \u5de5\u7a0b\u5316\u63a5\u5165<\/li>\n<li>10.6 \u540e\u7aef\u4ee3\u7406\u89e3\u51b3\u8de8\u57df&#xff08;Java \/ Node \u4e8c\u9009\u4e00&#xff09;<\/li>\n<li>10.7 \u524d\u7aef\u5b9e\u6218\u573a\u666f\u63d0\u793a\u8bcd\u6e05\u5355<\/li>\n<li>10.8 \u524d\u7aef\u6d41\u5f0f\u8f93\u51fa&#xff1a;\u8fb9\u751f\u6210\u8fb9\u663e\u793a&#xff08;\u6253\u5b57\u673a\u6548\u679c&#xff09;<\/li>\n<li>10.9 \u5b8c\u6574\u6210\u54c1\u9875\u9762&#xff1a;\u4e00\u4e2a\u53ef\u76f4\u63a5\u6253\u5f00\u7684&#034;AI \u4ee3\u7801\u751f\u6210\u5668&#034; HTML<\/li>\n<li>10.10 \u524d\u7aef\u4f53\u9a8c\u4f18\u5316\u8981\u70b9<\/li>\n<li>10.11 \u79fb\u52a8\u7aef H5 \u9002\u914d\u63d0\u793a<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e00\u3001\u6a21\u578b\u63a8\u8350\u4e0e\u9009\u578b\u6307\u5357<\/li>\n<li>\n<ul>\n<li>11.1 \u9762\u5411\u4ee3\u7801\u5f00\u53d1<\/li>\n<li>11.2 \u9762\u5411\u901a\u7528\u5bf9\u8bdd<\/li>\n<li>11.3 \u9009\u578b\u53e3\u8bc0<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e8c\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u907f\u5751\u6307\u5357<\/li>\n<li>\n<ul>\n<li>12.1 \u547d\u4ee4\u627e\u4e0d\u5230 \/ \u62a5\u9519<\/li>\n<li>12.2 \u56fd\u5185\u955c\u50cf\u52a0\u901f&#xff08;\u4e0b\u8f7d\u6162\u7684\u6551\u661f&#xff09;<\/li>\n<li>12.3 \u6a21\u578b\u5b58\u50a8\u4f4d\u7f6e\u4fee\u6539<\/li>\n<li>12.4 \u540e\u53f0\u5e38\u9a7b \/ \u5f00\u673a\u81ea\u542f<\/li>\n<\/ul>\n<\/li>\n<li>\u5341\u4e09\u3001\u603b\u7ed3<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218&#xff1a;\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b&#xff0c;\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b<\/h2>\n<p>\u6587\u7ae0\u5bfc\u8bfb&#xff1a;\u672c\u6587\u662f\u4e00\u7bc7\u9762\u5411\u521d\u5b66\u8005\u7684\u4fdd\u59c6\u7ea7\u5b9e\u6218\u6559\u7a0b\u3002\u4ece Ollama \u662f\u4ec0\u4e48\u8bb2\u8d77&#xff0c;\u624b\u628a\u624b\u5e26\u4f60\u5b8c\u6210 Windows \u73af\u5883\u4e0b\u7684\u5b89\u88c5\u3001\u6a21\u578b\u4e0b\u8f7d\u3001\u547d\u4ee4\u884c\u4f7f\u7528\u3001OpenAI \u517c\u5bb9 API \u8c03\u7528&#xff0c;\u518d\u5230\u63a5\u5165 VSCode \/ IDEA \u53d8\u6210\u4f60\u7684\u4e13\u5c5e\u7f16\u7a0b\u52a9\u624b&#xff0c;\u6700\u540e\u9644\u4e0a Python\u3001Java \u4e24\u5957\u5b8c\u6574\u53ef\u8fd0\u884c\u7684\u8c03\u7528\u4ee3\u7801\u548c\u907f\u5751\u6307\u5357\u3002\u5168\u6587\u96f6\u57fa\u7840\u53ef\u4e0a\u624b&#xff0c;\u8ddf\u7740\u64cd\u4f5c\u5373\u53ef\u8dd1\u901a\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u4e3a\u4ec0\u4e48\u4f60\u9700\u8981\u4e00\u4e2a\u672c\u5730\u5927\u6a21\u578b&#xff1f;<\/h3>\n<p>\u5f88\u591a\u5f00\u53d1\u8005\u90fd\u6709\u8fd9\u6837\u7684\u56f0\u6270&#xff1a;<\/p>\n<ul>\n<li>\u4ee3\u7801\u5199\u4e00\u534a\u5361\u58f3&#xff0c;\u60f3\u95ee\u95ee AI&#xff0c;\u4f46\u628a\u516c\u53f8\/\u9879\u76ee\u6e90\u7801\u8d34\u7ed9\u5728\u7ebf\u5de5\u5177&#xff0c;\u5fc3\u91cc\u6ca1\u5e95&#xff08;\u6570\u636e\u9690\u79c1\u95ee\u9898&#xff09;&#xff1b;<\/li>\n<li>\u65ad\u7f51\u6216\u5185\u7f51\u73af\u5883&#xff0c;\u5728\u7ebf ChatGPT\u3001\u8c46\u5305\u3001DeepSeek \u7f51\u9875\u7248\u7edf\u7edf\u7528\u4e0d\u4e86&#xff1b;<\/li>\n<li>\u60f3\u5728\u81ea\u5df1\u9879\u76ee\u91cc\u96c6\u6210 AI \u80fd\u529b&#xff0c;\u4f46\u8c03\u4e91 API \u8981\u82b1\u94b1\u3001\u8981\u7533\u8bf7\u5bc6\u94a5\u3001\u8981\u62c5\u5fc3\u9650\u6d41&#xff1b;<\/li>\n<li>\u60f3\u7814\u7a76\u5927\u6a21\u578b\u539f\u7406&#xff0c;\u8dd1\u4e2a\u5f00\u6e90\u6a21\u578b\u7ec3\u624b\u3002<\/li>\n<\/ul>\n<p>Ollama \u5c31\u662f\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u800c\u751f\u7684\u2014\u2014\u5b83\u8ba9\u4f60\u5728\u81ea\u5df1\u7684\u7535\u8111\u4e0a&#xff0c;\u7528\u4e00\u6761\u547d\u4ee4\u5c31\u80fd\u8dd1\u8d77\u4e00\u4e2a\u5f00\u6e90\u5927\u6a21\u578b&#xff0c;\u6570\u636e\u4e0d\u51fa\u672c\u673a&#xff0c;\u6c38\u4e45\u514d\u8d39&#xff0c;\u8fd8\u80fd\u5f53 API \u670d\u52a1\u88ab\u4f60\u7684\u7a0b\u5e8f\u8c03\u7528\u3002<\/p>\n<p>\u800c\u4e14\u6700\u5173\u952e\u7684\u662f&#xff1a;\u5b83\u53ef\u4ee5\u5199\u4ee3\u7801\u3001\u8865\u5168\u4ee3\u7801\u3001\u89e3\u91ca\u4ee3\u7801\u3001\u67e5 bug&#xff0c;\u5b8c\u5168\u53ef\u4ee5\u5f53\u6210\u4f60\u7684&#034;\u79bb\u7ebf\u7248\u7f16\u7a0b\u52a9\u624b&#034;\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001Ollama \u662f\u4ec0\u4e48&#xff1f;\u4e00\u5206\u949f\u641e\u61c2<\/h3>\n<h4>2.1 \u5b98\u65b9\u5b9a\u4e49<\/h4>\n<p>Ollama \u662f\u4e00\u4e2a\u7528\u4e8e\u5728\u672c\u5730\u8fd0\u884c\u548c\u7ba1\u7406\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u7684\u5f00\u6e90\u5de5\u5177&#xff0c;\u652f\u6301 Llama\u3001Qwen\u3001DeepSeek\u3001Gemma \u7b49\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b&#xff0c;\u63d0\u4f9b\u6781\u7b80\u7684\u547d\u4ee4\u884c\u64cd\u4f5c\u548c OpenAI \u517c\u5bb9\u7684 API \u63a5\u53e3\u3002<\/p>\n<h4>2.2 \u6838\u5fc3\u7279\u70b9<\/h4>\n<table>\n<tr>\u7279\u6027\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u6781\u7b80\u5b89\u88c5<\/td>\n<td>\u4e00\u6761\u547d\u4ee4 \/ \u4e00\u4e2a\u5b89\u88c5\u5305&#xff0c;\u88c5\u5b8c\u5373\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u952e\u62c9\u6a21\u578b<\/td>\n<td>ollama pull \u6a21\u578b\u540d \u81ea\u52a8\u4e0b\u8f7d&#xff0c;\u65e0\u9700\u624b\u52a8\u914d\u7f6e\u73af\u5883<\/td>\n<\/tr>\n<tr>\n<td>\u672c\u5730\u8fd0\u884c<\/td>\n<td>\u6570\u636e\u4e0d\u51fa\u672c\u673a&#xff0c;\u79bb\u7ebf\u53ef\u7528&#xff0c;\u9690\u79c1\u5b89\u5168<\/td>\n<\/tr>\n<tr>\n<td>API \u517c\u5bb9<\/td>\n<td>\u63d0\u4f9b OpenAI \u98ce\u683c\u63a5\u53e3&#xff0c;\u53ef\u88ab\u4efb\u610f\u7f16\u7a0b\u8bed\u8a00\u8c03\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u8de8\u5e73\u53f0<\/td>\n<td>\u652f\u6301 Windows \/ macOS \/ Linux<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u4e30\u5bcc<\/td>\n<td>Qwen\u3001DeepSeek\u3001Llama\u3001Gemma\u3001Mistral \u7b49\u5168\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>\u5b8c\u5168\u514d\u8d39<\/td>\n<td>\u5f00\u6e90\u514d\u8d39&#xff0c;\u65e0\u4f7f\u7528\u6b21\u6570\u9650\u5236<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.3 Ollama \u662f\u600e\u4e48\u5de5\u4f5c\u7684&#xff1f;<\/h4>\n<p>\u7b80\u5355\u8bf4\u5b83\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f&#xff1a;<\/p>\n<p>\u4f60\u8f93\u5165\u6587\u5b57 \/ \u63d0\u95ee<br \/>\n    \u2193<br \/>\nOllama&#xff08;\u672c\u5730\u670d\u52a1&#xff0c;\u9ed8\u8ba4\u7aef\u53e3 11434&#xff09;<br \/>\n    \u2193<br \/>\n\u8c03\u7528\u672c\u673a\u7684\u5f00\u6e90\u6a21\u578b&#xff08;\u5982 Qwen2.5-Coder&#xff09;<br \/>\n    \u2193<br \/>\n\u6a21\u578b\u63a8\u7406\u751f\u6210\u7ed3\u679c<br \/>\n    \u2193<br \/>\n\u8fd4\u56de\u7ed9\u4f60 \/ \u8fd4\u56de\u7ed9\u8c03\u7528\u5b83\u7684\u7a0b\u5e8f<\/p>\n<p>\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a&#034;\u6a21\u578b\u7ba1\u5bb6&#034;&#xff1a;\u8d1f\u8d23\u6a21\u578b\u7684\u4e0b\u8f7d\u3001\u52a0\u8f7d\u3001\u8fd0\u884c\u548c\u66b4\u9732 API&#xff0c;\u4f60\u4e0d\u7528\u5173\u5fc3\u5e95\u5c42\u7684 Python \u73af\u5883\u3001CUDA \u914d\u7f6e\u3001\u6a21\u578b\u6743\u91cd\u6587\u4ef6\u653e\u54ea&#xff0c;\u5168\u90e8\u4ea4\u7ed9\u5b83\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001\u73af\u5883\u51c6\u5907\u4e0e\u5b89\u88c5&#xff08;Windows \u7bc7&#xff09;<\/h3>\n<h4>3.1 \u786c\u4ef6\u5efa\u8bae<\/h4>\n<p>\u4e0d\u540c\u53c2\u6570\u91cf\u6a21\u578b\u5bf9\u5185\u5b58&#xff08;RAM&#xff09;\u7684\u8981\u6c42\u4e0d\u540c&#xff0c;\u5148\u5bf9\u7167\u4e00\u4e0b\u4f60\u7684\u7535\u8111&#xff1a;<\/p>\n<table>\n<tr>\u6a21\u578b\u89c4\u6a21\u53c2\u6570\u91cf\u6700\u4f4e\u5185\u5b58\u63a8\u8350\u5185\u5b58\u9002\u7528\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td>\u8f7b\u91cf<\/td>\n<td>3B<\/td>\n<td>8GB<\/td>\n<td>8~16GB<\/td>\n<td>\u4ee3\u7801\u8865\u5168\u3001\u8f7b\u91cf\u5bf9\u8bdd<\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u6d41<\/td>\n<td>7B<\/td>\n<td>8GB<\/td>\n<td>16GB<\/td>\n<td>\u4ee3\u7801\u751f\u6210\u3001\u5bf9\u8bdd\u3001\u7ffb\u8bd1<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u5927\u578b<\/td>\n<td>14B<\/td>\n<td>16GB<\/td>\n<td>32GB<\/td>\n<td>\u590d\u6742\u4ee3\u7801\u3001\u957f\u6587\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u5927\u578b<\/td>\n<td>32B&#043;<\/td>\n<td>32GB<\/td>\n<td>64GB<\/td>\n<td>\u9ad8\u8d28\u91cf\u63a8\u7406&#xff08;\u9700\u5f3a\u673a&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>3.2 \u5b89\u88c5 Ollama<\/h4>\n<p>\u65b9\u5f0f\u4e00&#xff1a;\u5b98\u7f51\u4e0b\u8f7d\u5b89\u88c5\u5305&#xff08;\u63a8\u8350 Windows \u7528\u6237&#xff09;<\/p>\n<li>\u6253\u5f00\u5b98\u7f51&#xff1a;https:\/\/ollama.com\/download<\/li>\n<li>\u70b9\u51fb Windows \u4e0b\u8f7d OllamaSetup.exe<\/li>\n<li>\u53cc\u51fb\u8fd0\u884c&#xff0c;\u4e00\u8def Next \u5b8c\u6210\u5b89\u88c5<\/li>\n<li>\u5b89\u88c5\u5b8c\u6210\u540e&#xff0c;Ollama \u4f1a\u81ea\u52a8\u5728\u540e\u53f0\u542f\u52a8<\/li>\n<p>\u65b9\u5f0f\u4e8c&#xff1a;\u547d\u4ee4\u884c\u5b89\u88c5&#xff08;\u9002\u5408\u4e60\u60ef\u7ec8\u7aef\u7684\u670b\u53cb&#xff09;<\/p>\n<p>\u5728 PowerShell \u6216 CMD \u4e2d\u6267\u884c&#xff1a;<\/p>\n<li>Win&#043;x&#xff0c;\u9009\u62e9 Windows PowerShell (\u7ba1\u7406\u5458)<\/li>\n<li>\u590d\u5236\u7c98\u8d34\u6307\u4ee4&#xff0c;\u56de\u8f66\u6267\u884c&#xff1a;<\/li>\n<li>   <span class=\"token comment\"># macOS  Linux<\/span><br \/>\n <span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-fsSL<\/span> https:\/\/ollama.com\/install.sh <span class=\"token operator\">|<\/span> <span class=\"token function\">sh<\/span><\/p>\n<p> <span class=\"token comment\"># Windows<\/span><br \/>\n irm https:\/\/ollama.com\/install.ps1 <span class=\"token operator\">|<\/span> iex<\/p>\n<\/li>\n<p>\u65b9\u5f0f\u4e09&#xff1a;\u955c\u50cf\u5730\u5740<\/p>\n<li>https:\/\/shturl.cc\/\/https:\/\/github.com\/ollama\/ollama\/releases\/download\/v0.33.3\/OllamaSetup.exe<\/li>\n<li>https:\/\/ghproxy.cn\/https:\/\/github.com\/ollama\/ollama\/releases\/download\/v0.33.3\/OllamaSetup.exe<\/li>\n<li>https:\/\/gh.llkk.cc\/https:\/\/github.com\/ollama\/ollama\/releases\/download\/v0.33.3\/OllamaSetup.exe<\/li>\n<h4>3.3 \u9a8c\u8bc1\u662f\u5426\u5b89\u88c5\u6210\u529f<\/h4>\n<p>\u6309 Win &#043; R \u6253\u5f00\u8fd0\u884c\u6846&#xff0c;\u8f93\u5165 cmd \u56de\u8f66&#xff0c;\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165&#xff1a;<\/p>\n<p>ollama <span class=\"token parameter variable\">&#8211;version<\/span><\/p>\n<p>\u770b\u5230\u7c7b\u4f3c\u8f93\u51fa\u5373\u6210\u529f&#xff1a;<\/p>\n<p>ollama version 0.5.7<\/p>\n<p>\u5982\u679c\u63d0\u793a&#034;\u4e0d\u662f\u5185\u90e8\u6216\u5916\u90e8\u547d\u4ee4&#034;&#xff0c;\u91cd\u5f00\u4e00\u4e2a CMD \u7a97\u53e3\u518d\u8bd5&#xff0c;\u6216\u8005\u6ce8\u9500\u91cd\u65b0\u767b\u5f55\u4e00\u6b21&#xff08;\u8ba9\u73af\u5883\u53d8\u91cf\u751f\u6548&#xff09;\u3002<\/p>\n<h3>\u600e\u4e48\u6ce8\u9500\u91cd\u65b0\u767b\u5f55&#xff08;Windows&#xff09;<\/h3>\n<p>\u65b9\u6cd5\u4e00&#xff1a;\u5f00\u59cb\u83dc\u5355&#xff08;\u6700\u5e38\u7528&#xff09;<\/p>\n<li>\u70b9\u5de6\u4e0b\u89d2 \u5f00\u59cb&#xff08;Windows \u56fe\u6807&#xff09;<\/li>\n<li>\u70b9\u5934\u50cf&#xff08;\u6216\u5de6\u4e0b\u89d2\u5934\u50cf\u56fe\u6807&#xff09;\u2192 \u6ce8\u9500<\/li>\n<li>\u7cfb\u7edf\u56de\u5230\u767b\u5f55\u754c\u9762&#xff0c;\u91cd\u65b0\u8f93\u5165\u5bc6\u7801\u767b\u5f55\u5373\u53ef<\/li>\n<p>\u65b9\u6cd5\u4e8c&#xff1a;\u5feb\u6377\u952e<\/p>\n<li>\u6309 Ctrl &#043; Alt &#043; Del<\/li>\n<li>\u70b9 \u6ce8\u9500<\/li>\n<li>\u91cd\u65b0\u767b\u5f55<\/li>\n<p>\u65b9\u6cd5\u4e09&#xff1a;\u547d\u4ee4\u884c\u6ce8\u9500<\/p>\n<p>\u5728 CMD \u91cc\u8f93\u5165&#xff1a;<\/p>\n<p>shutdown \/l<\/p>\n<p>&#xff08;\/l \u5c31\u662f logout&#xff0c;\u7acb\u523b\u6ce8\u9500&#xff09;<\/p>\n<hr \/>\n<h3>\u26a0\ufe0f \u64cd\u4f5c\u524d\u5fc5\u770b<\/h3>\n<ul>\n<li>\u5148\u4fdd\u5b58\u6240\u6709\u6b63\u5728\u7f16\u8f91\u7684\u6587\u4ef6&#xff08;\u4ee3\u7801\u3001\u6587\u6863&#xff09;&#xff0c;\u6ce8\u9500\u4f1a\u5173\u95ed\u6240\u6709\u7a0b\u5e8f<\/li>\n<li>\u6ce8\u9500\u540e\u91cd\u65b0\u767b\u5f55&#xff0c;\u684c\u9762\u3001\u7a0b\u5e8f\u4f1a\u91cd\u65b0\u52a0\u8f7d&#xff0c;\u7a0d\u7b49\u4e00\u4e0b\u5373\u53ef<\/li>\n<li>\u91cd\u65b0\u767b\u5f55\u540e\u518d\u6253\u5f00 CMD \u9a8c\u8bc1&#xff1a;<\/li>\n<\/ul>\n<p>echo %OLLAMA_MODELS%<\/p>\n<p>\u80fd\u663e\u793a\u4f60\u8bbe\u7f6e\u7684\u8def\u5f84&#xff08;\u5982 D:\\\\ollama_models&#xff09;&#xff0c;\u5c31\u8bf4\u660e\u73af\u5883\u53d8\u91cf\u751f\u6548\u4e86\u3002<\/p>\n<hr \/>\n<p>\u66f4\u7701\u4e8b\u7684\u66ff\u4ee3\u65b9\u6848&#xff1a;\u5982\u679c\u4f60\u4e0d\u60f3\u6ce8\u9500&#xff0c;\u6539\u5b8c\u73af\u5883\u53d8\u91cf\u540e\u76f4\u63a5\u91cd\u542f\u7535\u8111\u6548\u679c\u4e00\u6837&#xff1b;\u5982\u679c\u53ea\u662f\u60f3\u8ba9 Ollama \u8bfb\u65b0\u914d\u7f6e&#xff0c;\u4e5f\u53ef\u4ee5\u53f3\u4e0b\u89d2\u6258\u76d8\u53f3\u952e Ollama \u56fe\u6807 \u2192 Quit&#xff0c;\u518d\u4ece\u5f00\u59cb\u83dc\u5355\u91cd\u65b0\u6253\u5f00 Ollama&#xff0c;\u6bd4\u6ce8\u9500\u5feb\u5f97\u591a<\/p>\n<h4>3.4 \u4fee\u6539\u6a21\u578b\u5b58\u50a8\u4f4d\u7f6e&#xff08;\u53ef\u9009&#xff0c;\u4f46\u5f3a\u70c8\u5efa\u8bae&#xff09;<\/h4>\n<p>\u9ed8\u8ba4\u6a21\u578b\u4f1a\u4e0b\u8f7d\u5230 C \u76d8&#xff08;C:\\\\Users\\\\\u4f60\u7684\u7528\u6237\u540d\\\\.ollama\\\\models&#xff09;&#xff0c;7B \u6a21\u578b\u7ea6 4.7GB&#xff0c;C \u76d8\u7d27\u5f20\u7684\u540c\u5b66\u4e00\u5b9a\u8981\u6539\u3002<\/p>\n<li>\u53f3\u952e&#034;\u6b64\u7535\u8111&#034; \u2192 \u5c5e\u6027 \u2192 \u9ad8\u7ea7\u7cfb\u7edf\u8bbe\u7f6e \u2192 \u73af\u5883\u53d8\u91cf<\/li>\n<li>\u65b0\u5efa\u7528\u6237\u53d8\u91cf&#xff1a;\n<ul>\n<li>\u53d8\u91cf\u540d&#xff1a;OLLAMA_MODELS<\/li>\n<li>\u53d8\u91cf\u503c&#xff1a;D:\\\\ollama_models&#xff08;\u6539\u6210\u4f60\u81ea\u5df1\u7684\u76d8&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u4fdd\u5b58\u540e\u91cd\u542f Ollama \/ \u91cd\u542f\u7535\u8111\u518d\u62c9\u6a21\u578b<\/li>\n<hr \/>\n<h3>\u56db\u3001\u6a21\u578b\u4e0b\u8f7d\u4e0e\u7ba1\u7406<\/h3>\n<h4>4.1 \u62c9\u53d6&#xff08;\u4e0b\u8f7d&#xff09;\u6a21\u578b<\/h4>\n<p>\u5728 CMD \u4e2d\u6267\u884c&#xff1a;<\/p>\n<p>ollama pull qwen2.5-coder:7b<\/p>\n<p>\u7b49\u5f85\u8fdb\u5ea6\u6761\u8dd1\u5b8c\u5373\u53ef\u3002\u8fd9\u662f\u4ee3\u7801\u4e13\u7528\u6a21\u578b&#xff0c;\u63a5\u4e0b\u6765\u6211\u4eec\u4e3b\u8981\u7528\u5b83\u3002<\/p>\n<p>\u60f3\u7528\u66f4\u8f7b\u66f4\u5feb\u7684&#xff08;\u4f4e\u914d\u673a\u5668\u63a8\u8350&#xff09;&#xff1a;<\/p>\n<p>ollama pull qwen2.5-coder:3b<\/p>\n<h4>4.2 \u67e5\u770b\u5df2\u4e0b\u8f7d\u7684\u6a21\u578b<\/h4>\n<p>ollama list<\/p>\n<p>\u8f93\u51fa\u793a\u4f8b&#xff1a;<\/p>\n<p>NAME                    ID              SIZE      MODIFIED<br \/>\nqwen2.5-coder:7b        xxxxxxxxxxxx    4.7 GB    2 minutes ago<\/p>\n<h4>4.3 \u5220\u9664\u6a21\u578b<\/h4>\n<p>ollama <span class=\"token function\">rm<\/span> qwen2.5-coder:7b<\/p>\n<h4>4.4 \u5e38\u7528\u547d\u4ee4\u901f\u67e5\u8868<\/h4>\n<table>\n<tr>\u547d\u4ee4\u4f5c\u7528<\/tr>\n<tbody>\n<tr>\n<td>ollama list<\/td>\n<td>\u67e5\u770b\u5df2\u4e0b\u8f7d\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>ollama pull \u6a21\u578b\u540d<\/td>\n<td>\u4e0b\u8f7d\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>ollama rm \u6a21\u578b\u540d<\/td>\n<td>\u5220\u9664\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>ollama run \u6a21\u578b\u540d<\/td>\n<td>\u542f\u52a8\u5e76\u8fdb\u5165\u5bf9\u8bdd<\/td>\n<\/tr>\n<tr>\n<td>ollama serve<\/td>\n<td>\u624b\u52a8\u542f\u52a8\u670d\u52a1&#xff08;\u4e00\u822c\u4e0d\u9700\u8981&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>ollama ps<\/td>\n<td>\u67e5\u770b\u5f53\u524d\u6b63\u5728\u8fd0\u884c\u7684\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>ollama stop \u6a21\u578b\u540d<\/td>\n<td>\u505c\u6b62\u67d0\u4e2a\u6b63\u5728\u8fd0\u884c\u7684\u6a21\u578b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u4e94\u3001\u547d\u4ee4\u884c\u57fa\u7840\u4f7f\u7528<\/h3>\n<h4>5.1 \u8fdb\u5165\u4ea4\u4e92\u5f0f\u5bf9\u8bdd<\/h4>\n<p>ollama run qwen2.5-coder:7b<\/p>\n<p>\u770b\u5230 &gt;&gt;&gt; \u63d0\u793a\u7b26\u540e&#xff0c;\u76f4\u63a5\u8f93\u5165\u95ee\u9898&#xff0c;\u4f8b\u5982&#xff1a;<\/p>\n<p>\u5199\u4e00\u4e2a Java \u65b9\u6cd5&#xff0c;\u5224\u65ad\u4e00\u4e2a\u6574\u6570\u662f\u5426\u4e3a\u7d20\u6570<\/p>\n<p>\u6a21\u578b\u4f1a\u73b0\u573a\u751f\u6210\u4ee3\u7801&#xff1a;<\/p>\n<p><span class=\"token keyword\">public<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">boolean<\/span> <span class=\"token function\">isPrime<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> n<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>n <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>n <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>n <span class=\"token operator\">%<\/span> <span class=\"token number\">2<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">||<\/span> n <span class=\"token operator\">%<\/span> <span class=\"token number\">3<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">;<\/span> i <span class=\"token operator\">*<\/span> i <span class=\"token operator\">&lt;&#061;<\/span> n<span class=\"token punctuation\">;<\/span> i <span class=\"token operator\">&#043;&#061;<\/span> <span class=\"token number\">6<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>n <span class=\"token operator\">%<\/span> i <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">||<\/span> n <span class=\"token operator\">%<\/span> <span class=\"token punctuation\">(<\/span>i <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>5.2 \u5bf9\u8bdd\u4e2d\u7684\u5b9e\u7528\u547d\u4ee4<\/h4>\n<table>\n<tr>\u8f93\u5165\u4f5c\u7528<\/tr>\n<tbody>\n<tr>\n<td>\/bye<\/td>\n<td>\u9000\u51fa\u5bf9\u8bdd<\/td>\n<\/tr>\n<tr>\n<td>\/clear<\/td>\n<td>\u6e05\u7a7a\u5f53\u524d\u5bf9\u8bdd\u4e0a\u4e0b\u6587<\/td>\n<\/tr>\n<tr>\n<td>\/help<\/td>\n<td>\u67e5\u770b\u5e2e\u52a9<\/td>\n<\/tr>\n<tr>\n<td>\/?<\/td>\n<td>\u67e5\u770b\u53ef\u7528\u53c2\u6570<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>5.3 \u4e00\u6b21\u6027\u7684\u76f4\u63a5\u63d0\u95ee&#xff08;\u975e\u4ea4\u4e92&#xff09;<\/h4>\n<p>ollama run qwen2.5-coder:7b <span class=\"token string\">&#034;\u7528 Python \u5199\u4e00\u4e2a\u5feb\u901f\u6392\u5e8f&#034;<\/span><\/p>\n<h4>5.4 \u6307\u5b9a\u53c2\u6570\u63d0\u95ee&#xff08;\u6e29\u5ea6\u3001\u957f\u5ea6\u7b49&#xff09;<\/h4>\n<p>ollama run qwen2.5-coder:7b <span class=\"token string\">&#034;\u5199\u4e00\u6bb5\u5192\u6ce1\u6392\u5e8f&#034;<\/span> <span class=\"token parameter variable\">&#8211;temperature<\/span> <span class=\"token number\">0.2<\/span><\/p>\n<p>&#8211;temperature \u8d8a\u4f4e&#xff0c;\u8f93\u51fa\u8d8a\u7a33\u5b9a\u4e25\u8c28&#xff08;\u5199\u4ee3\u7801\u5efa\u8bae 0.1~0.3&#xff09;&#xff1b;\u8d8a\u9ad8\u8d8a\u6709\u521b\u9020\u529b&#xff08;\u5199\u6587\u6848\u53ef\u4ee5\u8c03\u9ad8&#xff09;\u3002<\/p>\n<hr \/>\n<h3>\u516d\u3001\u8fdb\u9636\u73a9\u6cd5&#xff1a;OpenAI \u517c\u5bb9 API&#xff08;\u5f7b\u5e95\u8bb2\u900f&#xff09;<\/h3>\n<p>\u5f88\u591a\u4eba\u7b2c\u4e00\u6b21\u770b\u5230&#034;OpenAI \u517c\u5bb9 API&#034;\u8fd9\u4e2a\u8bcd\u5c31\u61f5\u4e86\u3002\u522b\u6025&#xff0c;\u8fd9\u4e00\u7ae0\u6211\u7528\u6700\u76f4\u767d\u7684\u65b9\u5f0f&#xff0c;\u4ece&#034;API \u662f\u4ec0\u4e48&#034;\u5f00\u59cb&#xff0c;\u4e00\u6b65\u6b65\u5e26\u4f60\u628a\u5b83\u5f7b\u5e95\u641e\u61c2\u3002<\/p>\n<h4>6.1 \u5148\u641e\u61c2&#xff1a;API \u5230\u5e95\u662f\u4ec0\u4e48&#xff1f;<\/h4>\n<p>\u4e00\u53e5\u8bdd&#xff1a;API \u5c31\u662f&#034;\u7a0b\u5e8f\u4e4b\u95f4\u5bf9\u8bdd\u7684\u7a97\u53e3&#034;\u3002<\/p>\n<p>\u6253\u4e2a\u6bd4\u65b9&#xff1a;<\/p>\n<ul>\n<li>\u4f60\u53bb\u9910\u5385\u5403\u996d&#xff0c;\u4e0d\u7528\u8d70\u8fdb\u53a8\u623f&#xff0c;\u53ea\u9700\u8981\u5bf9\u670d\u52a1\u5458\u8bf4&#034;\u6765\u4e00\u4efd\u756a\u8304\u7092\u86cb&#034;<\/li>\n<li>\u670d\u52a1\u5458\u628a\u4f60\u7684\u8bdd\u4f20\u7ed9\u53a8\u623f&#xff0c;\u518d\u628a\u83dc\u7aef\u7ed9\u4f60<\/li>\n<\/ul>\n<p>\u5728\u8fd9\u91cc&#xff1a;<\/p>\n<ul>\n<li>\u4f60\u7684\u7a0b\u5e8f &#061; \u987e\u5ba2<\/li>\n<li>API &#061; \u670d\u52a1\u5458&#xff08;\u4f20\u8bdd\u7684\u7a97\u53e3&#xff09;<\/li>\n<li>Ollama \u670d\u52a1 &#061; \u53a8\u623f&#xff08;\u771f\u6b63\u5e72\u6d3b\u3001\u751f\u6210\u5185\u5bb9\u7684\u6a21\u578b&#xff09;<\/li>\n<\/ul>\n<p>\u6240\u4ee5&#034;\u8c03\u7528 API&#034;\u7684\u610f\u601d\u5c31\u662f&#xff1a;\u8ba9\u4f60\u7684\u7a0b\u5e8f\u6309\u7167\u89c4\u5b9a\u7684\u683c\u5f0f&#xff0c;\u7ed9 Ollama \u53d1\u4e00\u6bb5\u8bdd&#xff0c;Ollama \u5904\u7406\u540e\u628a\u7ed3\u679c\u8fd4\u56de\u6765\u3002<\/p>\n<p>Ollama \u88c5\u597d\u540e&#xff0c;\u5c31\u7b49\u4e8e\u4f60\u7684\u7535\u8111\u4e0a\u5f00\u4e86\u4e00\u4e2a&#034;\u53a8\u623f&#034;&#xff0c;\u5730\u5740\u662f&#xff1a;http:\/\/localhost:11434&#xff0c;\u4efb\u4f55\u7a0b\u5e8f\u90fd\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u5730\u5740\u8ddf\u5b83&#034;\u70b9\u83dc&#034;\u3002<\/p>\n<h4>6.2 \u4ec0\u4e48\u53eb&#034;OpenAI \u517c\u5bb9&#034;&#xff1f;\u4e3a\u4ec0\u4e48\u5b83\u5f88\u725b&#xff1f;<\/h4>\n<p>OpenAI&#xff08;ChatGPT \u90a3\u5bb6\u516c\u53f8&#xff09;\u5b9a\u4e49\u4e86\u4e00\u5957\u5168\u4e16\u754c\u6700\u6d41\u884c\u7684 AI \u63a5\u53e3\u89c4\u8303\u2014\u2014\u4ec0\u4e48\u683c\u5f0f\u7684\u8bf7\u6c42\u3001\u4ec0\u4e48\u683c\u5f0f\u7684\u8fd4\u56de&#xff0c;\u5927\u5bb6\u90fd\u5728\u6309\u8fd9\u4e2a\u6807\u51c6\u6765\u3002<\/p>\n<p>&#034;Ollama \u63d0\u4f9b OpenAI \u517c\u5bb9 API&#034;\u7684\u610f\u601d\u5c31\u662f&#xff1a;Ollama \u7684\u63a5\u53e3\u683c\u5f0f\u548c OpenAI \u4e00\u6a21\u4e00\u6837\u3002<\/p>\n<p>\u8fd9\u5e26\u6765\u7684\u597d\u5904\u5de8\u5927&#xff1a;<\/p>\n<li>\u751f\u6001\u901a\u7528&#xff1a;\u7f51\u4e0a\u6240\u6709\u6559\u4f60\u8c03 OpenAI \u7684\u6559\u7a0b\u3001\u4ee3\u7801\u3001\u5de5\u5177&#xff0c;\u628a\u5730\u5740\u6539\u6210\u672c\u5730&#xff0c;\u5c31\u80fd\u8dd1\u5728 Ollama \u4e0a<\/li>\n<li>\u968f\u65f6\u5207\u6362&#xff1a;\u540c\u4e00\u4efd\u4ee3\u7801&#xff0c;\u4eca\u5929\u7528\u672c\u5730\u6a21\u578b&#xff0c;\u660e\u5929\u60f3\u7528\u4e91\u7aef&#xff0c;\u53ea\u6539\u4e00\u884c\u5730\u5740<\/li>\n<li>\u96f6\u5b66\u4e60\u6210\u672c&#xff1a;\u4f60\u5b66\u4f1a\u8c03 OpenAI&#xff0c;\u5c31\u7b49\u4e8e\u5b66\u4f1a\u4e86\u8c03 Ollama<\/li>\n<p>\u6bd4\u55bb&#xff1a;\u5c31\u50cf\u624b\u673a\u5145\u7535\u53e3\u7edf\u4e00\u6210 Type-C&#xff0c;\u6362\u4e2a\u5145\u7535\u5668\u63d2\u4e0a\u5c31\u80fd\u7528&#xff0c;\u4e0d\u7528\u91cd\u65b0\u5b66\u3002<\/p>\n<h4>6.3 \u4e00\u6761\u8bf7\u6c42\u662f\u600e\u4e48\u53d1\u51fa\u53bb\u7684&#xff1f;&#xff08;\u9010\u5b57\u62c6\u89e3&#xff09;<\/h4>\n<p>\u8981\u8c03 API&#xff0c;\u4f60\u9700\u8981 4 \u6837\u4e1c\u897f&#xff0c;\u7f3a\u4e00\u4e0d\u53ef&#xff1a;<\/p>\n<table>\n<tr>\u7ec4\u6210\u503c\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u5730\u5740&#xff08;URL&#xff09;<\/td>\n<td>http:\/\/localhost:11434\/v1\/chat\/completions<\/td>\n<td>\u544a\u8bc9\u7a0b\u5e8f&#034;\u53d1\u7ed9\u8c01&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u65b9\u6cd5&#xff08;Method&#xff09;<\/td>\n<td>POST<\/td>\n<td>\u8868\u793a&#034;\u6211\u8981\u63d0\u4ea4\u6570\u636e&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u8bf7\u6c42\u5934&#xff08;Headers&#xff09;<\/td>\n<td>Content-Type: application\/json<\/td>\n<td>\u544a\u8bc9\u5bf9\u65b9&#034;\u6211\u53d1\u7684\u662f JSON \u683c\u5f0f&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u8bf7\u6c42\u4f53&#xff08;Body&#xff09;<\/td>\n<td>\u4e0b\u9762\u8fd9\u4e2a JSON<\/td>\n<td>\u5177\u4f53&#034;\u8bf4\u4ec0\u4e48&#034;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bf7\u6c42\u4f53&#xff08;Body&#xff09;\u9010\u884c\u8bb2\u89e3&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;model&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;temperature&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;messages&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string-property property\">&#034;role&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string-property property\">&#034;content&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u8d44\u6df1\u7a0b\u5e8f\u5458&#xff0c;\u53ea\u8f93\u51fa\u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u4ee3\u7801&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string-property property\">&#034;role&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string-property property\">&#034;content&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u5199\u4e00\u4e2aJava\u7684Hello World&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<table>\n<tr>\u5b57\u6bb5\u4f5c\u7528\u901a\u4fd7\u7406\u89e3<\/tr>\n<tbody>\n<tr>\n<td>model<\/td>\n<td>\u7528\u54ea\u4e2a\u6a21\u578b<\/td>\n<td>\u6307\u5b9a&#034;\u8ba9\u54ea\u4f4d\u53a8\u5e08\u505a\u83dc&#034;<\/td>\n<\/tr>\n<tr>\n<td>temperature<\/td>\n<td>\u751f\u6210\u968f\u673a\u6027<\/td>\n<td>\u8d8a\u4f4e\u8d8a\u4e25\u8c28&#xff08;\u5199\u4ee3\u7801\u7528 0.2&#xff09;&#xff0c;\u8d8a\u9ad8\u8d8a\u6709\u521b\u610f<\/td>\n<\/tr>\n<tr>\n<td>messages<\/td>\n<td>\u5bf9\u8bdd\u5185\u5bb9&#xff08;\u6838\u5fc3&#xff09;<\/td>\n<td>\u628a&#034;\u804a\u8fc7\u7684\u5929&#034;\u4e00\u8d77\u53d1\u7ed9\u5b83<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>messages \u662f\u91cd\u4e2d\u4e4b\u91cd&#xff0c;\u5b83\u662f\u4e00\u4e2a\u6570\u7ec4&#xff0c;\u6309\u987a\u5e8f\u8bb0\u5f55\u5bf9\u8bdd&#xff1a;<\/p>\n<ul>\n<li>role: &#034;system&#034; \u2192 \u7cfb\u7edf\u8bbe\u5b9a&#xff0c;\u544a\u8bc9\u6a21\u578b&#034;\u4f60\u662f\u4ec0\u4e48\u8eab\u4efd\u3001\u8981\u600e\u4e48\u5e72\u6d3b&#034;&#xff08;\u53ef\u9009&#xff0c;\u4f46\u5f3a\u70c8\u5efa\u8bae&#xff09;<\/li>\n<li>role: &#034;user&#034; \u2192 \u7528\u6237\u8bf4\u7684\u8bdd&#xff08;\u5c31\u662f\u4f60\u7684\u63d0\u95ee&#xff09;<\/li>\n<li>role: &#034;assistant&#034; \u2192 \u6a21\u578b\u4e4b\u524d\u7684\u56de\u7b54&#xff08;\u591a\u8f6e\u5bf9\u8bdd\u65f6&#xff0c;\u8981\u628a\u5b83\u5e26\u56de\u6765&#xff0c;\u6a21\u578b\u624d\u80fd&#034;\u8bb0\u5f97&#034;\u524d\u9762\u804a\u8fc7\u4ec0\u4e48&#xff09;<\/li>\n<\/ul>\n<p>\u26a0\ufe0f \u5173\u952e\u70b9&#xff1a;\u6a21\u578b\u672c\u8eab\u6ca1\u6709\u8bb0\u5fc6&#xff01;\u6bcf\u6b21\u8bf7\u6c42\u90fd\u662f&#034;\u5168\u65b0\u7684&#034;\u3002\u4f60\u60f3\u8ba9\u5b83\u8bb0\u5f97\u4e4b\u524d\u7684\u5bf9\u8bdd&#xff0c;\u5c31\u5fc5\u987b\u628a\u5386\u53f2\u8bb0\u5f55\u4e00\u6761\u6761\u585e\u8fdb messages \u91cc\u4e00\u8d77\u53d1\u8fc7\u53bb\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u4f60\u7684&#034;\u804a\u5929\u52a9\u624b&#034;\u7a0b\u5e8f\u8981\u81ea\u5df1\u7ef4\u62a4\u5bf9\u8bdd\u5386\u53f2\u3002<\/p>\n<h4>6.4 \u54cd\u5e94&#xff08;\u8fd4\u56de\u7ed3\u679c&#xff09;\u957f\u4ec0\u4e48\u6837&#xff1f;&#xff08;\u9010\u5b57\u62c6\u89e3&#xff09;<\/h4>\n<p>\u8bf7\u6c42\u53d1\u51fa\u53bb\u540e&#xff0c;Ollama \u4f1a\u8fd4\u56de\u4e00\u6bb5 JSON&#xff0c;\u5927\u6982\u957f\u8fd9\u6837&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;id&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;chatcmpl-xxxx&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;model&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;choices&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string-property property\">&#034;index&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;message&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string-property property\">&#034;role&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;assistant&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string-property property\">&#034;content&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u4e0b\u9762\u662fJava\u7684Hello World\u4ee3\u7801&#xff1a;\\\\n&#096;&#096;&#096;java\\\\npublic class HelloWorld {\\\\n    public static void main(String[] args) {\\\\n        System.out.println(\\\\&#034;Hello, World!\\\\&#034;);\\\\n    }\\\\n}\\\\n&#096;&#096;&#096;&#034;<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;finish_reason&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;stop&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;usage&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string-property property\">&#034;prompt_tokens&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">15<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;completion_tokens&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string-property property\">&#034;total_tokens&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">55<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u4f60\u771f\u6b63\u8981\u53d6\u7684\u5185\u5bb9\u85cf\u5728\u6700\u6df1\u5904&#xff1a;choices[0].message.content<\/p>\n<p>\u4e00\u5c42\u5c42\u5265\u5f00\u770b&#xff1a;<\/p>\n<ul>\n<li>choices \u2192 \u4e00\u4e2a\u6570\u7ec4&#xff08;\u7ed3\u679c\u5217\u8868&#xff09;&#xff0c;\u901a\u5e38\u53ea\u6709 1 \u4e2a&#xff0c;\u6240\u4ee5\u53d6 [0]<\/li>\n<li>choices[0].message \u2192 \u6a21\u578b\u56de\u590d\u7684\u6d88\u606f\u5bf9\u8c61<\/li>\n<li>choices[0].message.content \u2192 \u6a21\u578b\u771f\u6b63\u751f\u6210\u7684\u6587\u5b57 \u2190 \u5c31\u662f\u5b83&#xff01;<\/li>\n<\/ul>\n<p>\u6240\u4ee5\u4ee3\u7801\u91cc\u62ff\u7ed3\u679c\u5c31\u4e00\u53e5\u8bdd&#xff1a;<\/p>\n<p>result <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>\u5176\u4ed6\u5b57\u6bb5\u542b\u4e49&#xff1a;<\/p>\n<table>\n<tr>\u5b57\u6bb5\u542b\u4e49<\/tr>\n<tbody>\n<tr>\n<td>finish_reason: &#034;stop&#034;<\/td>\n<td>\u751f\u6210\u6b63\u5e38\u7ed3\u675f&#xff08;length \u8868\u793a\u8d85\u957f\u88ab\u622a\u65ad&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>usage.prompt_tokens<\/td>\n<td>\u4f60\u53d1\u7684\u5185\u5bb9\u5360\u4e86\u591a\u5c11 token<\/td>\n<\/tr>\n<tr>\n<td>usage.completion_tokens<\/td>\n<td>\u6a21\u578b\u56de\u590d\u5360\u4e86\u591a\u5c11 token<\/td>\n<\/tr>\n<tr>\n<td>usage.total_tokens<\/td>\n<td>\u603b\u5171\u591a\u5c11 token<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7b80\u5355\u7406\u89e3 token&#xff1a;\u5927\u6a21\u578b\u6309&#034;\u8bcd\u5757&#034;\u8ba1\u7b97&#xff0c;1 \u4e2a\u6c49\u5b57\u5927\u7ea6 1~2 \u4e2a token\u3002token \u6570\u91cf\u5f71\u54cd\u901f\u5ea6&#xff08;\u672c\u5730\u4e0d\u82b1\u94b1&#xff09;\u3002<\/p>\n<h4>6.5 \u7528 curl \u547d\u4ee4\u624b\u52a8\u6d4b\u8bd5&#xff08;\u6700\u5feb\u9a8c\u8bc1\u65b9\u5f0f&#xff09;<\/h4>\n<p>\u4e0d\u60f3\u5199\u7a0b\u5e8f&#xff0c;\u5148\u5728\u547d\u4ee4\u884c\u9a8c\u8bc1 API \u901a\u4e0d\u901a&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:11434\/v1\/chat\/completions <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#034;{<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>model<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>:<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>qwen2.5-coder:7b<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>messages<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>:[{<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>role<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>:<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>user<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>,<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>content<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>:<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>\u7528Java\u5199Hello World<span class=\"token entity\" title=\"\\\\&quot;\">\\\\&#034;<\/span>}]}&#034;<\/span><\/p>\n<p>\u8fd4\u56de\u4e00\u5927\u6bb5 JSON&#xff0c;\u627e &#034;content&#034;: \u540e\u9762\u7684\u5185\u5bb9&#xff0c;\u5c31\u662f\u6a21\u578b\u751f\u6210\u7684\u4ee3\u7801\u3002<\/p>\n<p>Windows CMD \u91cc\u6ce8\u610f&#xff1a;\u5f15\u53f7\u8981\u8fd9\u6837\u8f6c\u4e49 \\\\&#034;&#xff0c;\u5efa\u8bae\u76f4\u63a5\u5728 PowerShell \u91cc\u6267\u884c\u3002<\/p>\n<h4>6.6 \u7528 Postman \u6d4b\u8bd5&#xff08;\u56fe\u5f62\u5316&#xff0c;\u770b\u5f97\u89c1\u6478\u5f97\u7740&#xff09;<\/h4>\n<li>\u6253\u5f00 Postman&#xff0c;\u65b0\u5efa\u8bf7\u6c42<\/li>\n<li>\u9009\u62e9 POST&#xff0c;\u5730\u5740\u586b http:\/\/localhost:11434\/v1\/chat\/completions<\/li>\n<li>\u5207\u5230 Headers \u6807\u7b7e&#xff0c;\u52a0\u4e00\u6761&#xff1a;Content-Type &#061; application\/json<\/li>\n<li>\u5207\u5230 Body \u6807\u7b7e&#xff0c;\u9009 raw &#043; \u53f3\u4fa7\u7c7b\u578b\u9009 JSON<\/li>\n<li>\u7c98\u8d34\u8bf7\u6c42\u4f53&#xff1a;<\/li>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;model&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;messages&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string-property property\">&#034;role&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string-property property\">&#034;content&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u7528Java\u5199Hello World&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<li>\u70b9 Send&#xff0c;\u4e0b\u65b9\u5c31\u80fd\u770b\u5230\u5b8c\u6574\u7684\u54cd\u5e94 JSON<\/li>\n<h4>6.7 \u4e00\u62db\u5403\u904d&#xff1a;OpenAI \u5b98\u65b9 SDK \u76f4\u63a5\u6307\u5411\u672c\u5730<\/h4>\n<p>\u4e0d\u7528\u81ea\u5df1\u62fc JSON \u4e86&#xff01;OpenAI \u5b98\u65b9 Python \u5e93&#xff0c;\u53ea\u8981\u628a base_url \u6539\u6210 Ollama \u5730\u5740\u5c31\u80fd\u7528&#xff1a;<\/p>\n<p>pip <span class=\"token function\">install<\/span> openai<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<\/p>\n<p><span class=\"token comment\"># \u5173\u952e&#xff1a;\u628a\u5730\u5740\u6307\u5411\u672c\u5730 Ollama&#xff0c;api_key \u968f\u4fbf\u586b&#xff08;\u672c\u5730\u4e0d\u6821\u9a8c&#xff09;<\/span><br \/>\nclient <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><br \/>\n    base_url<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;http:\/\/localhost:11434\/v1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    api_key<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;ollama&#034;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p>resp <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u8d44\u6df1\u7a0b\u5e8f\u5458&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u7528Python\u5199\u4e00\u4e2a\u5feb\u901f\u6392\u5e8f&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>resp<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5c31\u662f\u8fd9\u4e48\u7b80\u5355\u3002\u5c06\u6765\u60f3\u6362\u6210\u4e91\u7aef OpenAI&#xff0c;\u53ea\u8981\u628a base_url \u6539\u6210 https:\/\/api.openai.com\/v1\u3001api_key \u6362\u6210\u771f key&#xff0c;\u4ee3\u7801\u4e00\u884c\u90fd\u4e0d\u7528\u6539\u3002<\/p>\n<h4>6.8 \u5e38\u7528\u53c2\u6570\u8be6\u89e3\u8868<\/h4>\n<table>\n<tr>\u53c2\u6570\u9ed8\u8ba4\u503c\u4f5c\u7528\u5199\u4ee3\u7801\u63a8\u8350<\/tr>\n<tbody>\n<tr>\n<td>temperature<\/td>\n<td>0.8<\/td>\n<td>\u968f\u673a\u6027&#xff0c;\u8d8a\u4f4e\u8d8a\u7a33\u5b9a<\/td>\n<td>0.1~0.3<\/td>\n<\/tr>\n<tr>\n<td>max_tokens<\/td>\n<td>\u65e0\u9650\u5236<\/td>\n<td>\u9650\u5236\u56de\u590d\u6700\u5927\u957f\u5ea6<\/td>\n<td>2048 \u5de6\u53f3<\/td>\n<\/tr>\n<tr>\n<td>stream<\/td>\n<td>false<\/td>\n<td>\u662f\u5426\u6d41\u5f0f\u8f93\u51fa&#xff08;\u8fb9\u751f\u6210\u8fb9\u8fd4\u56de&#xff09;<\/td>\n<td>\u9700\u8981\u5b9e\u65f6\u663e\u793a\u65f6\u5f00 true<\/td>\n<\/tr>\n<tr>\n<td>top_p<\/td>\n<td>1.0<\/td>\n<td>\u53e6\u4e00\u79cd\u91c7\u6837\u63a7\u5236&#xff0c;\u548c temperature \u4e8c\u9009\u4e00<\/td>\n<td>0.9<\/td>\n<\/tr>\n<tr>\n<td>messages<\/td>\n<td>\u5fc5\u586b<\/td>\n<td>\u5bf9\u8bdd\u4e0a\u4e0b\u6587<\/td>\n<td>\u6309\u9700\u62fc\u63a5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>6.9 \u5e38\u89c1\u9519\u8bef\u6392\u67e5\u8868<\/h4>\n<table>\n<tr>\u62a5\u9519\u73b0\u8c61\u539f\u56e0\u89e3\u51b3\u529e\u6cd5<\/tr>\n<tbody>\n<tr>\n<td>model &#034;xxx&#034; not found<\/td>\n<td>\u8fd9\u4e2a\u6a21\u578b\u6ca1\u4e0b\u8f7d<\/td>\n<td>ollama pull xxx \u5148\u4e0b\u8f7d<\/td>\n<\/tr>\n<tr>\n<td>Connection refused<\/td>\n<td>Ollama \u670d\u52a1\u6ca1\u542f\u52a8 \/ \u7aef\u53e3\u4e0d\u5bf9<\/td>\n<td>\u786e\u8ba4 Ollama \u5728\u8fd0\u884c&#xff0c;\u5730\u5740\u7aef\u53e3\u6b63\u786e<\/td>\n<\/tr>\n<tr>\n<td>404 \u9519\u8bef<\/td>\n<td>\u63a5\u53e3\u5730\u5740\u62fc\u9519<\/td>\n<td>\u68c0\u67e5\u662f\u4e0d\u662f \/v1\/chat\/completions<\/td>\n<\/tr>\n<tr>\n<td>\u8bf7\u6c42\u8d85\u65f6<\/td>\n<td>\u6a21\u578b\u9996\u6b21\u52a0\u8f7d\u6162 \/ \u751f\u6210\u7684\u592a\u957f<\/td>\n<td>\u7b49\u4e45\u4e00\u70b9&#xff1b;\u6216\u5148 ollama run \u9884\u70ed\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u6587\u4e71\u7801<\/td>\n<td>\u7f16\u7801\u95ee\u9898<\/td>\n<td>\u8bf7\u6c42\u5934\u52a0 charset&#061;utf-8&#xff0c;\u4ee3\u7801\u91cc\u7528 utf-8 \u8bfb\u54cd\u5e94<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>6.10 \u63a5\u53e3\u4e00\u89c8&#xff08;Ollama \u63d0\u4f9b\u7684\u5168\u90e8\u63a5\u53e3&#xff09;<\/h4>\n<table>\n<tr>\u63a5\u53e3\u8def\u5f84\u7528\u9014<\/tr>\n<tbody>\n<tr>\n<td>\u5bf9\u8bdd\u8865\u5168<\/td>\n<td>\/v1\/chat\/completions<\/td>\n<td>\u5bf9\u8bdd\u3001\u4ee3\u7801\u751f\u6210&#xff08;\u6700\u5e38\u7528&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u672c\u8865\u5168<\/td>\n<td>\/v1\/completions<\/td>\n<td>\u7eaf\u6587\u672c\u7eed\u5199<\/td>\n<\/tr>\n<tr>\n<td>\u5d4c\u5165\u5411\u91cf<\/td>\n<td>\/v1\/embeddings<\/td>\n<td>\u628a\u6587\u672c\u8f6c\u6210\u5411\u91cf&#xff0c;\u7528\u4e8e RAG \u68c0\u7d22<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u5217\u8868<\/td>\n<td>\/v1\/models<\/td>\n<td>\u83b7\u53d6\u5f53\u524d\u53ef\u7528\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u539f\u751f\u63a5\u53e3<\/td>\n<td>\/api\/generate<\/td>\n<td>Ollama \u539f\u751f\u751f\u6210\u63a5\u53e3&#xff08;\u975e OpenAI \u683c\u5f0f&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u539f\u751f\u5bf9\u8bdd<\/td>\n<td>\/api\/chat<\/td>\n<td>Ollama \u539f\u751f\u5bf9\u8bdd\u63a5\u53e3&#xff08;\u975e OpenAI \u683c\u5f0f&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u4e03\u3001\u5b9e\u6218\u4e00&#xff1a;Python \u8c03\u7528\u672c\u5730\u6a21\u578b<\/h3>\n<h4>7.1 \u5b89\u88c5\u4f9d\u8d56<\/h4>\n<p>pip <span class=\"token function\">install<\/span> requests<\/p>\n<h4>7.2 \u5b8c\u6574\u4ee3\u7801&#xff1a;\u547d\u4ee4\u884c\u7248&#034;\u4ee3\u7801\u52a9\u624b&#034;<\/h4>\n<p><span class=\"token comment\"># -*- coding: utf-8 -*-<\/span><br \/>\n<span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nOllama \u672c\u5730\u4ee3\u7801\u52a9\u624b&#xff08;\u547d\u4ee4\u884c\u7248&#xff09;<br \/>\n\u7528\u6cd5&#xff1a;python ollama_code_assistant.py<br \/>\n&#034;&#034;&#034;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> requests<\/p>\n<p><span class=\"token comment\"># &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; \u914d\u7f6e &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><br \/>\nOLLAMA_URL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><br \/>\nMODEL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span>   <span class=\"token comment\"># \u6362\u6210\u4f60\u4e0b\u8f7d\u7684\u6a21\u578b\u540d<\/span><br \/>\n<span class=\"token comment\"># &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">ask_ollama<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> system_prompt<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5411\u672c\u5730 Ollama \u53d1\u9001\u5bf9\u8bdd\u8bf7\u6c42&#034;&#034;&#034;<\/span><br \/>\n    messages <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> system_prompt<span class=\"token punctuation\">:<\/span><br \/>\n        messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> system_prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    payload <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">:<\/span> MODEL<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">:<\/span> messages<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token comment\"># \u5199\u4ee3\u7801\u7528\u4f4e\u6e29&#xff0c;\u66f4\u7a33\u5b9a<\/span><br \/>\n        <span class=\"token string\">&#034;stream&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean\">False<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        resp <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>post<span class=\"token punctuation\">(<\/span>OLLAMA_URL<span class=\"token punctuation\">,<\/span> json<span class=\"token operator\">&#061;<\/span>payload<span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        resp<span class=\"token punctuation\">.<\/span>raise_for_status<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        data <span class=\"token operator\">&#061;<\/span> resp<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;[\u9519\u8bef] <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    system <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u540d\u8d44\u6df1\u7a0b\u5e8f\u5458&#xff0c;\u56de\u7b54\u95ee\u9898\u7ed9\u51fa\u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u5b8c\u6574\u4ee3\u7801&#xff0c;\u5e76\u9644\u7b80\u77ed\u6ce8\u91ca\u3002&#034;<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#061;&#034;<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;  Ollama \u672c\u5730\u4ee3\u7801\u52a9\u624b  |  \u8f93\u5165 exit \u9000\u51fa&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#061;&#034;<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        user_input <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">input<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n\u4f60: &#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> user_input<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;exit&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;quit&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9000\u51fa&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">break<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\nAI \u601d\u8003\u4e2d&#8230;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        result <span class=\"token operator\">&#061;<\/span> ask_ollama<span class=\"token punctuation\">(<\/span>user_input<span class=\"token punctuation\">,<\/span> system<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;AI:&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8fd0\u884c&#xff1a;<\/p>\n<p>python ollama_code_assistant.py<\/p>\n<h4>7.3 \u8fdb\u9636&#xff1a;\u6d41\u5f0f\u8f93\u51fa&#xff08;\u8fb9\u751f\u6210\u8fb9\u663e\u793a&#xff09;<\/h4>\n<p>\u628a\u4e0a\u9762\u7684 ask_ollama \u6362\u6210\u6d41\u5f0f\u7248\u672c&#xff0c;\u4f53\u9a8c\u4f1a\u597d\u5f88\u591a&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">ask_ollama_stream<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> system_prompt<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6d41\u5f0f\u7248&#xff1a;\u8fb9\u751f\u6210\u8fb9\u6253\u5370&#034;&#034;&#034;<\/span><br \/>\n    messages <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> system_prompt<span class=\"token punctuation\">:<\/span><br \/>\n        messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> system_prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    payload <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">:<\/span> MODEL<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">:<\/span> messages<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;stream&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean\">True<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    resp <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>post<span class=\"token punctuation\">(<\/span>OLLAMA_URL<span class=\"token punctuation\">,<\/span> json<span class=\"token operator\">&#061;<\/span>payload<span class=\"token punctuation\">,<\/span> stream<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> line <span class=\"token keyword\">in<\/span> resp<span class=\"token punctuation\">.<\/span>iter_lines<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> line<span class=\"token punctuation\">:<\/span><br \/>\n            chunk <span class=\"token operator\">&#061;<\/span> line<span class=\"token punctuation\">.<\/span>decode<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                data <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>chunk<span class=\"token punctuation\">.<\/span>split<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;data: &#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                content <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;delta&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> content<span class=\"token punctuation\">:<\/span><br \/>\n                    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">,<\/span> end<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> flush<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">except<\/span> Exception<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">pass<\/span><\/p>\n<h4>7.4 \u5b9e\u6218\u5347\u7ea7&#xff1a;\u591a\u8f6e\u5bf9\u8bdd&#xff08;\u5e26\u8bb0\u5fc6\u7684\u804a\u5929\u52a9\u624b&#xff09;<\/h4>\n<p>\u4e4b\u524d\u8bf4\u8fc7&#034;\u6a21\u578b\u6ca1\u6709\u8bb0\u5fc6&#034;&#xff0c;\u6240\u4ee5\u8981\u81ea\u5df1\u7ef4\u62a4\u5386\u53f2\u8bb0\u5f55\u3002\u4e0b\u9762\u8fd9\u4e2a\u7248\u672c\u4f1a\u628a\u6bcf\u6b21\u95ee\u7b54\u90fd\u5b58\u8fdb\u5217\u8868&#xff0c;\u5b9e\u73b0\u771f\u6b63\u7684\u8fde\u7eed\u5bf9\u8bdd&#xff1a;<\/p>\n<p><span class=\"token comment\"># -*- coding: utf-8 -*-<\/span><br \/>\n<span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nOllama \u591a\u8f6e\u5bf9\u8bdd\u52a9\u624b&#xff1a;\u6a21\u578b\u4f1a\u8bb0\u5f97\u4e4b\u524d\u804a\u8fc7\u4ec0\u4e48<br \/>\n\u7528\u6cd5&#xff1a;python ollama_multi_turn.py<br \/>\n&#034;&#034;&#034;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> requests<\/p>\n<p>OLLAMA_URL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><br \/>\nMODEL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><\/p>\n<p><span class=\"token comment\"># \u5bf9\u8bdd\u5386\u53f2\u5217\u8868&#xff08;\u5c31\u662f messages \u6570\u7ec4&#xff09;<\/span><br \/>\nhistory <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span>user_input<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u628a\u7528\u6237\u8f93\u5165\u8ffd\u52a0\u8fdb\u5386\u53f2&#xff0c;\u6574\u4f53\u53d1\u7ed9\u6a21\u578b&#034;&#034;&#034;<\/span><br \/>\n    history<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> user_input<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    payload <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">:<\/span> MODEL<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">:<\/span> history   <span class=\"token comment\"># \u5e26\u4e0a\u5168\u90e8\u5386\u53f2<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    resp <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>post<span class=\"token punctuation\">(<\/span>OLLAMA_URL<span class=\"token punctuation\">,<\/span> json<span class=\"token operator\">&#061;<\/span>payload<span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    resp<span class=\"token punctuation\">.<\/span>raise_for_status<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> resp<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u628a\u6a21\u578b\u56de\u7b54\u4e5f\u5b58\u8fdb\u5386\u53f2&#xff0c;\u4f9b\u4e0b\u4e00\u8f6e\u4f7f\u7528<\/span><br \/>\n    reply <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    history<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;assistant&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> reply<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> reply<\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u521d\u59cb\u7cfb\u7edf\u8bbe\u5b9a<\/span><br \/>\n    history<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u540d\u8d44\u6df1 Java\/\u524d\u7aef\u5de5\u7a0b\u5e08&#xff0c;\u56de\u7b54\u95ee\u9898\u7ed9\u51fa\u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u5b8c\u6574\u4ee3\u7801\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#061;&#034;<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;  Ollama \u591a\u8f6e\u5bf9\u8bdd\u52a9\u624b&#xff08;\u8bb0\u5f97\u4e0a\u4e0b\u6587&#xff09; |  \u8f93\u5165 exit \u9000\u51fa&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#061;&#034;<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        user_input <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">input<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n\u4f60: &#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> user_input<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;exit&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;quit&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9000\u51fa&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">break<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\nAI: &#034;<\/span><span class=\"token punctuation\">,<\/span> end<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>chat<span class=\"token punctuation\">(<\/span>user_input<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u6838\u5fc3\u601d\u8def&#xff08;\u91cd\u8981&#xff09;&#xff1a;<\/p>\n<li>\u7528\u4e00\u4e2a history \u5217\u8868\u5b58\u5bf9\u8bdd<\/li>\n<li>\u6bcf\u8f6e\u628a history \u6574\u4e2a\u4f5c\u4e3a messages \u53d1\u8fc7\u53bb<\/li>\n<li>\u628a\u6a21\u578b\u56de\u590d append \u56de history<\/li>\n<li>\u8fd9\u6837\u4e0b\u4e00\u8f6e\u6a21\u578b\u5c31\u80fd&#034;\u8bb0\u5f97&#034;\u524d\u9762\u804a\u8fc7\u4ec0\u4e48<\/li>\n<p>\u26a0\ufe0f \u6ce8\u610f&#xff1a;\u5386\u53f2\u8d8a\u957f&#xff0c;\u6bcf\u6b21\u8bf7\u6c42\u8d8a\u6162\u3001\u8d8a\u5360\u5185\u5b58\u3002\u5b9e\u9645\u5f00\u53d1\u5efa\u8bae\u53ea\u4fdd\u7559\u6700\u8fd1 N \u8f6e&#xff08;\u6bd4\u5982 20 \u6761&#xff09;&#xff0c;\u66f4\u65e9\u7684\u4e22\u5f03\u3002<\/p>\n<h4>7.5 \u5f02\u6b65\u7248&#xff1a;\u4e0d\u963b\u585e\u4e3b\u7ebf\u7a0b&#xff08;\u9002\u5408 GUI \/ Web&#xff09;<\/h4>\n<p>\u7528 httpx \u5b9e\u73b0\u5f02\u6b65\u8c03\u7528&#xff0c;\u9002\u5408\u7ed9 GUI \u7a0b\u5e8f\u6216 Web \u540e\u7aef\u7528&#xff1a;<\/p>\n<p>pip <span class=\"token function\">install<\/span> httpx<\/p>\n<p><span class=\"token comment\"># -*- coding: utf-8 -*-<\/span><br \/>\n<span class=\"token triple-quoted-string string\">&#034;&#034;&#034;Ollama \u5f02\u6b65\u8c03\u7528\u793a\u4f8b&#034;&#034;&#034;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> asyncio<br \/>\n<span class=\"token keyword\">import<\/span> httpx<\/p>\n<p>OLLAMA_URL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><br \/>\nMODEL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><\/p>\n<p><span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">ask_ollama_async<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> system_prompt<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    messages <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> system_prompt<span class=\"token punctuation\">:<\/span><br \/>\n        messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> system_prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    messages<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">with<\/span> httpx<span class=\"token punctuation\">.<\/span>AsyncClient<span class=\"token punctuation\">(<\/span>timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> client<span class=\"token punctuation\">:<\/span><br \/>\n        resp <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> client<span class=\"token punctuation\">.<\/span>post<span class=\"token punctuation\">(<\/span>OLLAMA_URL<span class=\"token punctuation\">,<\/span> json<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">:<\/span> MODEL<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">:<\/span> messages<br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        resp<span class=\"token punctuation\">.<\/span>raise_for_status<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        data <span class=\"token operator\">&#061;<\/span> resp<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> ask_ollama_async<span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string\">&#034;\u7528 Python \u5199\u4e00\u4e2a\u8bfb Excel \u6587\u4ef6\u7684\u811a\u672c&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a Python \u6570\u636e\u5904\u7406\u4e13\u5bb6&#034;<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    asyncio<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>7.6 \u5b9e\u6218\u6848\u4f8b&#xff1a;\u4e00\u952e&#034;\u4ee3\u7801\u5ba1\u67e5\u52a9\u624b&#034;<\/h4>\n<p>\u8fd9\u662f\u6700\u5b9e\u7528\u7684\u4e00\u4e2a\u573a\u666f\u2014\u2014\u628a\u4e00\u6bb5\u4ee3\u7801\u8d34\u7ed9\u5b83&#xff0c;\u8ba9\u5b83\u6309\u68c0\u67e5\u6e05\u5355\u627e\u95ee\u9898&#xff1a;<\/p>\n<p><span class=\"token comment\"># -*- coding: utf-8 -*-<\/span><br \/>\n<span class=\"token triple-quoted-string string\">&#034;&#034;&#034;<br \/>\nOllama \u4ee3\u7801\u5ba1\u67e5\u52a9\u624b<br \/>\n\u7528\u6cd5&#xff1a;python code_review.py \u4f60\u7684\u4ee3\u7801\u6587\u4ef6\u8def\u5f84<br \/>\n&#034;&#034;&#034;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> sys<br \/>\n<span class=\"token keyword\">import<\/span> requests<\/p>\n<p>OLLAMA_URL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><br \/>\nMODEL <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><\/p>\n<p>REVIEW_SYSTEM <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u540d\u4e25\u683c\u7684\u4ee3\u7801\u5ba1\u67e5\u4e13\u5bb6\u3002\u8bf7\u4ece\u4ee5\u4e0b\u7ef4\u5ea6\u5ba1\u67e5\u4ee3\u7801&#xff1a;\\\\n&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;1. \u903b\u8f91\u9519\u8bef\u548c bug\\\\n&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;2. \u5b89\u5168\u9690\u60a3&#xff08;SQL\u6ce8\u5165\u3001XSS\u7b49&#xff09;\\\\n&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;3. \u6027\u80fd\u95ee\u9898\\\\n&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;4. \u4ee3\u7801\u89c4\u8303&#xff08;\u547d\u540d\u3001\u683c\u5f0f&#xff09;\\\\n&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;5. \u4f18\u5316\u5efa\u8bae\\\\n&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;\u6309 &#039;\u95ee\u9898-\u539f\u56e0-\u4fee\u6539\u5efa\u8bae&#039; \u7684\u683c\u5f0f\u9010\u6761\u8f93\u51fa\u3002&#034;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">review_code<\/span><span class=\"token punctuation\">(<\/span>code_text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    resp <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>post<span class=\"token punctuation\">(<\/span>OLLAMA_URL<span class=\"token punctuation\">,<\/span> json<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">:<\/span> MODEL<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0.1<\/span><span class=\"token punctuation\">,<\/span>        <span class=\"token comment\"># \u5ba1\u67e5\u8981\u4e25\u8c28&#xff0c;\u6e29\u5ea6\u66f4\u4f4e<\/span><br \/>\n        <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> REVIEW_SYSTEM<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u8bf7\u5ba1\u67e5\u4e0b\u9762\u8fd9\u6bb5\u4ee3\u7801&#xff1a;\\\\n\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> code_text<span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    resp<span class=\"token punctuation\">.<\/span>raise_for_status<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> resp<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>sys<span class=\"token punctuation\">.<\/span>argv<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7528\u6cd5&#xff1a;python code_review.py \u6587\u4ef6\u8def\u5f84&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        sys<span class=\"token punctuation\">.<\/span>exit<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">with<\/span> <span class=\"token builtin\">open<\/span><span class=\"token punctuation\">(<\/span>sys<span class=\"token punctuation\">.<\/span>argv<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;r&#034;<\/span><span class=\"token punctuation\">,<\/span> encoding<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> f<span class=\"token punctuation\">:<\/span><br \/>\n        code <span class=\"token operator\">&#061;<\/span> f<span class=\"token punctuation\">.<\/span>read<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6b63\u5728\u5ba1\u67e5\u4ee3\u7801&#xff0c;\u8bf7\u7a0d\u5019&#8230;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>review_code<span class=\"token punctuation\">(<\/span>code<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u7528\u6cd5&#xff1a;<\/p>\n<p>python code_review.py D:<span class=\"token punctuation\">\\\\<\/span>project<span class=\"token punctuation\">\\\\<\/span>LoginAction.java<\/p>\n<p>\u8fd9\u4e2a\u601d\u8def\u53ef\u4ee5\u5957\u7528\u5230&#034;\u89e3\u91ca\u4ee3\u7801\u3001\u8865\u5168\u4ee3\u7801\u3001\u751f\u6210\u5355\u5143\u6d4b\u8bd5\u3001\u8f6c\u5199 ES5\/jQuery&#034;\u7b49\u4efb\u4f55\u573a\u666f&#xff0c;\u53ea\u8981\u6539 REVIEW_SYSTEM \u91cc\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\u3002<\/p>\n<h4>7.7 Python \u8c03\u7528\u5e38\u89c1\u95ee\u9898<\/h4>\n<table>\n<tr>\u95ee\u9898\u89e3\u51b3<\/tr>\n<tbody>\n<tr>\n<td>ModuleNotFoundError: requests<\/td>\n<td>\u5148 pip install requests<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u6587\u4e71\u7801<\/td>\n<td>\u6587\u4ef6\u5934\u52a0 # -*- coding: utf-8 -*-&#xff0c;\u63a7\u5236\u53f0\u7528 UTF-8<\/td>\n<\/tr>\n<tr>\n<td>\u62a5\u8fde\u63a5\u9519\u8bef<\/td>\n<td>\u786e\u8ba4 Ollama \u6b63\u5728\u8fd0\u884c&#xff08;ollama list \u80fd\u51fa\u7ed3\u679c&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u9996\u6b21\u5f88\u6162<\/td>\n<td>\u6a21\u578b\u9996\u6b21\u52a0\u8f7d\u9700\u51e0\u5341\u79d2&#xff0c;\u5c5e\u6b63\u5e38&#xff0c;\u7b2c\u4e8c\u6b21\u5c31\u5feb\u4e86<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u516b\u3001\u5b9e\u6218\u4e8c&#xff1a;Java \u8c03\u7528\u672c\u5730\u6a21\u578b<\/h3>\n<h4>8.1 \u5f15\u5165\u4f9d\u8d56&#xff08;Maven&#xff09;<\/h4>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>com.squareup.okhttp3<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>okhttp<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>4.12.0<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>com.fasterxml.jackson.core<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>jackson-databind<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>2.17.0<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<h4>8.2 \u5b8c\u6574\u4ee3\u7801&#xff1a;\u8c03\u7528\u672c\u5730\u6a21\u578b\u751f\u6210\u4ee3\u7801<\/h4>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">JsonNode<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ObjectMapper<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">okhttp3<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span>concurrent<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">TimeUnit<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * Ollama \u672c\u5730\u6a21\u578b Java \u8c03\u7528\u793a\u4f8b<br \/>\n * \u901a\u8fc7 OpenAI \u517c\u5bb9\u63a5\u53e3\u8c03\u7528\u672c\u5730 qwen2.5-coder<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">OllamaClient<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">OkHttpClient<\/span> client <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OkHttpClient<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">connectTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">TimeUnit<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">SECONDS<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">readTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">TimeUnit<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">SECONDS<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ObjectMapper<\/span> mapper <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ObjectMapper<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u53d1\u9001\u5bf9\u8bdd\u8bf7\u6c42<br \/>\n     * &#064;param prompt \u7528\u6237\u8f93\u5165<br \/>\n     * &#064;return \u6a21\u578b\u56de\u590d\u5185\u5bb9<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> prompt<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u6784\u9020\u8bf7\u6c42\u4f53<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> requestBody <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;{&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;model\\\\&#034;:\\\\&#034;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;,&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;temperature\\\\&#034;:0.2,&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;messages\\\\&#034;:[{\\\\&#034;role\\\\&#034;:\\\\&#034;user\\\\&#034;,\\\\&#034;content\\\\&#034;:\\\\&#034;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> prompt <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;}]&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;}&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Request<\/span> request <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Request<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">url<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">post<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">RequestBody<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>requestBody<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">MediaType<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;application\/json; charset&#061;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Response<\/span> response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">newCall<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">execute<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">isSuccessful<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;HTTP \u9519\u8bef: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">code<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token comment\">\/\/ \u89e3\u6790\u8fd4\u56de JSON<\/span><br \/>\n            <span class=\"token class-name\">JsonNode<\/span> root <span class=\"token operator\">&#061;<\/span> mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">readTree<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> root<span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asText<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span> args<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">OllamaClient<\/span> ollama <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OllamaClient<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> question <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u7528 Java \u5199\u4e00\u4e2a\u5355\u4f8b\u6a21\u5f0f&#xff0c;\u8981\u6c42\u7ebf\u7a0b\u5b89\u5168&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4f60: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> question<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\nAI: &#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span>ollama<span class=\"token punctuation\">.<\/span><span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span>question<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>&#x1f4a1; \u6ce8\u610f&#xff1a;chat() \u4e2d\u76f4\u63a5\u62fc JSON \u5b57\u7b26\u4e32\u4ec5\u4e3a\u793a\u4f8b&#xff0c;\u751f\u4ea7\u73af\u5883\u8bf7\u7528 Jackson \u7684 ObjectMapper \u6784\u9020\u5bf9\u8c61\u5e8f\u5217\u5316&#xff0c;\u907f\u514d\u7279\u6b8a\u5b57\u7b26\u8f6c\u4e49\u95ee\u9898&#xff08;\u9632\u6ce8\u5165&#xff09;\u3002<\/p>\n<h4>8.3 \u89c4\u8303\u5199\u6cd5&#xff1a;\u7528 Jackson \u6784\u9020\u8bf7\u6c42\u4f53&#xff08;\u63a8\u8350\u751f\u4ea7\u4f7f\u7528&#xff09;<\/h4>\n<p>8.2 \u91cc\u7528\u5b57\u7b26\u4e32\u62fc\u63a5 JSON \u53ea\u662f\u4e3a\u4e86\u6f14\u793a\u3002\u751f\u4ea7\u73af\u5883\u63a8\u8350\u7528 Jackson \u5e8f\u5217\u5316&#xff0c;\u907f\u514d\u7279\u6b8a\u5b57\u7b26\u8f6c\u4e49\u95ee\u9898&#xff08;\u6bd4\u5982\u63d0\u793a\u8bcd\u91cc\u5e26\u4e86\u5f15\u53f7\u4f1a\u5bfc\u81f4 JSON \u683c\u5f0f\u9519\u8bef&#xff0c;\u751a\u81f3\u6ce8\u5165\u98ce\u9669&#xff09;&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">JsonNode<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ObjectMapper<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">okhttp3<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span>concurrent<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">TimeUnit<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * \u89c4\u8303\u7248&#xff1a;Jackson \u6784\u9020\u8bf7\u6c42\u4f53<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">OllamaClientV2<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">OkHttpClient<\/span> client <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OkHttpClient<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">connectTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">TimeUnit<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">SECONDS<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">readTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">TimeUnit<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">SECONDS<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ObjectMapper<\/span> mapper <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ObjectMapper<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> prompt<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> systemPrompt<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ 1. \u7528 Map &#043; List \u6784\u9020\u8bf7\u6c42\u4f53<\/span><br \/>\n        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> message <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        message<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        message<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> prompt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> messages <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ArrayList<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>systemPrompt <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>systemPrompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> sys <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            sys<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            sys<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> systemPrompt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>sys<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> body <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token constant\">MODEL<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">,<\/span> messages<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/ 2. Jackson \u5e8f\u5217\u5316\u6210 JSON \u5b57\u7b26\u4e32&#xff08;\u81ea\u52a8\u5904\u7406\u8f6c\u4e49&#xff09;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> jsonBody <span class=\"token operator\">&#061;<\/span> mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">writeValueAsString<\/span><span class=\"token punctuation\">(<\/span>body<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Request<\/span> request <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Request<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">url<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">post<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">RequestBody<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>jsonBody<span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token class-name\">MediaType<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;application\/json; charset&#061;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Response<\/span> response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">newCall<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">execute<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">isSuccessful<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;HTTP \u9519\u8bef: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">code<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; &#8211; &#034;<\/span> <span class=\"token operator\">&#043;<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token class-name\">JsonNode<\/span> root <span class=\"token operator\">&#061;<\/span> mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">readTree<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> root<span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asText<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span> args<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">OllamaClientV2<\/span> ollama <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OllamaClientV2<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> result <span class=\"token operator\">&#061;<\/span> ollama<span class=\"token punctuation\">.<\/span><span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token string\">&#034;\u5199\u4e00\u4e2a\u5e26\u5206\u9875\u67e5\u8be2\u7684 Spring Boot Controller&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u540d\u8d44\u6df1 Java \u540e\u7aef\u5de5\u7a0b\u5e08&#xff0c;\u7ed9\u51fa\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801&#034;<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u8fd9\u6837\u5199\u7684\u597d\u5904&#xff1a;\u4e0d\u7528\u624b\u52a8\u5904\u7406\u5f15\u53f7\u3001\u6362\u884c\u3001\u7279\u6b8a\u5b57\u7b26&#xff0c;Jackson \u5168\u90e8\u641e\u5b9a&#xff0c;\u5929\u7136\u9632\u6ce8\u5165\u3002<\/p>\n<h4>8.4 Java \u591a\u8f6e\u5bf9\u8bdd&#xff08;\u8bb0\u4f4f\u4e0a\u4e0b\u6587&#xff09;<\/h4>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">okhttp3<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span>concurrent<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">TimeUnit<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * \u591a\u8f6e\u5bf9\u8bdd&#xff1a;\u7528 history \u5217\u8868\u7ef4\u62a4\u4e0a\u4e0b\u6587<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">OllamaMultiTurn<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">OkHttpClient<\/span> client <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OkHttpClient<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">readTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">TimeUnit<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">SECONDS<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ObjectMapper<\/span> mapper <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ObjectMapper<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u5bf9\u8bdd\u5386\u53f2<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> messages <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ArrayList<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">OllamaMultiTurn<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> systemPrompt<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>systemPrompt <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>systemPrompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> sys <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            sys<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            sys<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> systemPrompt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>sys<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> userInput<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u628a\u7528\u6237\u8f93\u5165\u52a0\u5165\u5386\u53f2<\/span><br \/>\n        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> userMsg <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        userMsg<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        userMsg<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> userInput<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>userMsg<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> body <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token constant\">MODEL<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">,<\/span> messages<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">String<\/span> jsonBody <span class=\"token operator\">&#061;<\/span> mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">writeValueAsString<\/span><span class=\"token punctuation\">(<\/span>body<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">Request<\/span> request <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Request<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">url<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">post<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">RequestBody<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>jsonBody<span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token class-name\">MediaType<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;application\/json; charset&#061;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Response<\/span> response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">newCall<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">execute<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">JsonNode<\/span> root <span class=\"token operator\">&#061;<\/span> mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">readTree<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token class-name\">String<\/span> reply <span class=\"token operator\">&#061;<\/span> root<span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asText<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token comment\">\/\/ \u628a\u6a21\u578b\u56de\u590d\u4e5f\u52a0\u5165\u5386\u53f2<\/span><br \/>\n            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> asstMsg <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            asstMsg<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;assistant&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            asstMsg<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> reply<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>asstMsg<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token keyword\">return<\/span> reply<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span> args<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">OllamaMultiTurn<\/span> bot <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OllamaMultiTurn<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u8d44\u6df1 Java \u5de5\u7a0b\u5e08&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span>bot<span class=\"token punctuation\">.<\/span><span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4ec0\u4e48\u662f\u5355\u4f8b\u6a21\u5f0f&#xff1f;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span>bot<span class=\"token punctuation\">.<\/span><span class=\"token function\">chat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7ed9\u6211\u4e00\u4e2a\u7ebf\u7a0b\u5b89\u5168\u7684\u5199\u6cd5&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  <span class=\"token comment\">\/\/ \u6a21\u578b\u8bb0\u5f97\u4e0a\u4e00\u95ee<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>8.5 Spring Boot \u96c6\u6210&#xff1a;\u628a Ollama \u5c01\u88c5\u6210\u670d\u52a1<\/h4>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">JsonNode<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ObjectMapper<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>stereotype<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Service<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">okhttp3<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span>concurrent<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">TimeUnit<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Service<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">AiService<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">OkHttpClient<\/span> client <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">OkHttpClient<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">readTimeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">TimeUnit<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">SECONDS<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ObjectMapper<\/span> mapper <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ObjectMapper<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u5bf9\u5916\u63d0\u4f9b\u7684 AI \u95ee\u7b54\u65b9\u6cd5&#xff0c;Controller \u76f4\u63a5\u8c03\u7528<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">ask<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> prompt<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> systemPrompt<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> messages <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">ArrayList<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>systemPrompt <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>systemPrompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> sys <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            sys<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            sys<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> systemPrompt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>sys<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> user <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        user<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        user<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> prompt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>user<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> body <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token constant\">MODEL<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        body<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">,<\/span> messages<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Request<\/span> request <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Request<span class=\"token punctuation\">.<\/span>Builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">url<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">post<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">RequestBody<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">create<\/span><span class=\"token punctuation\">(<\/span>mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">writeValueAsString<\/span><span class=\"token punctuation\">(<\/span>body<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token class-name\">MediaType<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;application\/json; charset&#061;utf-8&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Response<\/span> response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">newCall<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">execute<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">isSuccessful<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">throw<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">RuntimeException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Ollama \u8c03\u7528\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">code<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token class-name\">JsonNode<\/span> root <span class=\"token operator\">&#061;<\/span> mapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">readTree<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span><span class=\"token function\">body<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> root<span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">path<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asText<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>Controller \u91cc\u8fd9\u6837\u7528&#xff1a;<\/p>\n<p><span class=\"token annotation punctuation\">&#064;RestController<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">AiController<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Autowired<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">AiService<\/span> aiService<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;PostMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/api\/ai\/ask&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">ask<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;RequestBody<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> body<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throws<\/span> <span class=\"token class-name\">Exception<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> answer <span class=\"token operator\">&#061;<\/span> aiService<span class=\"token punctuation\">.<\/span><span class=\"token function\">ask<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            body<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;prompt&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u540d\u8d44\u6df1\u540e\u7aef\u5de5\u7a0b\u5e08&#034;<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;answer&#034;<\/span><span class=\"token punctuation\">,<\/span> answer<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u7ed3\u5408\u7b2c\u5341\u7ae0\u7684\u524d\u7aef\u65b9\u6848&#xff0c;Spring Boot \u540e\u7aef\u53ef\u4ee5\u76f4\u63a5\u7528\u8fd9\u4e2a Service \u5f53&#034;\u4ee3\u7406&#034;&#xff0c;\u5e2e\u524d\u7aef\u8f6c\u53d1\u8bf7\u6c42\u3001\u89e3\u51b3\u8de8\u57df&#xff0c;\u8fd8\u80fd\u505a\u6743\u9650\u63a7\u5236\u548c\u65e5\u5fd7\u8bb0\u5f55\u3002<\/p>\n<h4>8.6 Java \u8c03\u7528\u5e38\u89c1\u95ee\u9898<\/h4>\n<table>\n<tr>\u95ee\u9898\u89e3\u51b3<\/tr>\n<tbody>\n<tr>\n<td>\u627e\u4e0d\u5230 okhttp3 \u7c7b<\/td>\n<td>\u786e\u8ba4 Maven \u4f9d\u8d56\u5df2\u5f15\u5165&#xff0c;\u5e76\u6267\u884c mvn clean compile<\/td>\n<\/tr>\n<tr>\n<td>RequestBody.create \u62a5\u9519<\/td>\n<td>\u68c0\u67e5 okhttp \u7248\u672c&#xff08;4.x \u7684 API \u4e0e 3.x \u4e0d\u540c&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u6587\u4e71\u7801<\/td>\n<td>\u8bf7\u6c42\u5934\u52a0 charset&#061;utf-8&#xff0c;\u8bfb\u54cd\u5e94\u7528 response.body().string()&#xff08;\u9ed8\u8ba4 UTF-8&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>JSON \u89e3\u6790\u5931\u8d25<\/td>\n<td>\u7528 Jackson \u6784\u9020\u8bf7\u6c42\u4f53&#xff08;\u89c1 8.3&#xff09;&#xff0c;\u522b\u624b\u62fc\u5b57\u7b26\u4e32<\/td>\n<\/tr>\n<tr>\n<td>\u8fde\u63a5\u8d85\u65f6<\/td>\n<td>\u628a readTimeout \u8c03\u5927\u5230 120 \u79d2\u4ee5\u4e0a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u4e5d\u3001\u5b9e\u6218\u4e09&#xff1a;\u63a5\u5165 IDE&#xff0c;\u53d8\u8eab\u7f16\u7a0b\u52a9\u624b<\/h3>\n<h4>9.1 VSCode \u63a5\u5165 Continue \u63d2\u4ef6&#xff08;\u63a8\u8350&#xff09;<\/h4>\n<li>\u6253\u5f00 VSCode&#xff0c;\u5de6\u4fa7\u6269\u5c55\u680f\u641c\u7d22 Continue&#xff0c;\u70b9\u51fb\u5b89\u88c5<\/li>\n<li>\u5b89\u88c5\u540e&#xff0c;\u914d\u7f6e\u6a21\u578b Provider \u4e3a Ollama<\/li>\n<li>\u6a21\u578b\u540d\u586b\u5199 qwen2.5-coder:7b<\/li>\n<li>\u4f7f\u7528\u65b9\u5f0f&#xff1a;\n<ul>\n<li>\u9009\u4e2d\u4ee3\u7801 &#043; Ctrl &#043; I \u2192 \u5bf9\u8bdd<\/li>\n<li>\u9009\u4e2d\u4ee3\u7801 &#043; Ctrl &#043; L \u2192 \u6253\u5f00\u5bf9\u8bdd\u6846<\/li>\n<li>\u5728\u4ee3\u7801\u4e2d\u76f4\u63a5 Tab \u89e6\u53d1\u8865\u5168<\/li>\n<\/ul>\n<\/li>\n<p>\u6548\u679c&#xff1a;\u9009\u4e2d\u4ee3\u7801&#xff0c;\u53f3\u952e&#034;Explain&#034;&#xff0c;\u672c\u5730\u6a21\u578b\u76f4\u63a5\u7ed9\u4f60\u8bb2\u8fd9\u6bb5\u4ee3\u7801\u5728\u5e72\u561b&#xff1b;\u9009\u4e2d\u4ee3\u7801\u95ee&#034;Refactor&#034;&#xff0c;\u5e2e\u4f60\u91cd\u6784\u3002<\/p>\n<h4>9.2 IDEA \u63a5\u5165 Continue \u63d2\u4ef6<\/h4>\n<li>IDEA \u63d2\u4ef6\u5e02\u573a\u641c\u7d22 Continue&#xff0c;\u5b89\u88c5\u5e76\u91cd\u542f<\/li>\n<li>\u5728 Continue \u8bbe\u7f6e\u4e2d\u9009\u62e9 Ollama Provider&#xff0c;\u6a21\u578b\u9009 qwen2.5-coder:7b<\/li>\n<li>\u7528\u6cd5\u540c\u4e0a&#xff0c;\u652f\u6301\u5bf9\u9009\u4e2d\u4ee3\u7801\u89e3\u91ca\u3001\u6539 bug\u3001\u751f\u6210\u5355\u6d4b<\/li>\n<h4>9.3 \u5176\u4ed6 IDE \u63d2\u4ef6<\/h4>\n<table>\n<tr>IDE\u63d2\u4ef6\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>VSCode<\/td>\n<td>Continue \/ Cline<\/td>\n<td>\u6700\u4e3b\u6d41&#xff0c;\u529f\u80fd\u5168<\/td>\n<\/tr>\n<tr>\n<td>IDEA<\/td>\n<td>Continue<\/td>\n<td>\u652f\u6301 Java \u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u7528<\/td>\n<td>ollama \u5b98\u65b9\u6ca1\u6709\u5b98\u65b9\u63d2\u4ef6<\/td>\n<td>\u90fd\u8d70 Continue \u8fd9\u7c7b\u7b2c\u4e09\u65b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>9.4 Continue \u7684\u914d\u7f6e\u6587\u4ef6\u8be6\u89e3&#xff08;\u8fdb\u9636&#xff09;<\/h4>\n<p>Continue \u88c5\u597d\u540e&#xff0c;\u5b83\u7684\u914d\u7f6e\u6587\u4ef6\u5728 VSCode \u7684 ~\/.continue\/config.json&#xff08;\u6216 config.yaml&#xff09;\u3002\u624b\u5199\u914d\u7f6e\u53ef\u4ee5\u7cbe\u786e\u63a7\u5236\u6a21\u578b\u3001\u6e29\u5ea6\u3001\u81ea\u5b9a\u4e49\u547d\u4ee4\u7b49&#xff1a;<\/p>\n<p><span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token string-property property\">&#034;models&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string-property property\">&#034;title&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;qwen2.5-coder (\u672c\u5730)&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;provider&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;ollama&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;model&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;apiBase&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;http:\/\/localhost:11434&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token string-property property\">&#034;customCommands&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string-property property\">&#034;name&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;review&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;prompt&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u4ee5\u8d44\u6df1\u5de5\u7a0b\u5e08\u89c6\u89d2\u5ba1\u67e5\u9009\u4e2d\u4ee3\u7801&#xff0c;\u627e\u51fa bug\u3001\u5b89\u5168\u9690\u60a3\u548c\u4f18\u5316\u70b9&#xff0c;\u7528\u4e2d\u6587\u8f93\u51fa\u3002&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;description&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u4ee3\u7801\u5ba1\u67e5&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string-property property\">&#034;name&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;explain&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;prompt&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u7528\u901a\u4fd7\u6613\u61c2\u7684\u4e2d\u6587\u89e3\u91ca\u9009\u4e2d\u4ee3\u7801\u7684\u4f5c\u7528\u548c\u903b\u8f91\u3002&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;description&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u89e3\u91ca\u4ee3\u7801&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token string-property property\">&#034;name&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;unit-test&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;prompt&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u4e3a\u9009\u4e2d\u4ee3\u7801\u751f\u6210\u5b8c\u6574\u7684\u5355\u5143\u6d4b\u8bd5\u3002&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token string-property property\">&#034;description&#034;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u751f\u6210\u5355\u6d4b&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u81ea\u5b9a\u4e49\u547d\u4ee4\u600e\u4e48\u7528&#xff1f; \u914d\u7f6e\u597d customCommands \u540e&#xff0c;\u6309 Ctrl &#043; I \u6253\u5f00\u5bf9\u8bdd\u6846&#xff0c;\u8f93\u5165 \/review\u3001\/explain\u3001\/unit-test&#xff0c;\u5c31\u4f1a\u81ea\u52a8\u5957\u7528\u5bf9\u5e94\u7684\u63d0\u793a\u8bcd&#xff0c;\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n<h4>9.5 Cline \u63d2\u4ef6\u63a5\u5165&#xff08;\u53e6\u4e00\u4e2a\u9009\u62e9&#xff09;<\/h4>\n<p>Cline \u662f\u53e6\u4e00\u4e2a\u70ed\u95e8\u7684 AI \u7f16\u7a0b\u63d2\u4ef6&#xff0c;\u6bd4 Continue \u66f4&#034;\u91cd&#034;&#xff0c;\u4f1a\u81ea\u52a8\u8bfb\u53d6\u9879\u76ee\u6587\u4ef6\u6811\u3001\u80fd\u81ea\u5df1\u6267\u884c\u7ec8\u7aef\u547d\u4ee4&#xff08;\u9002\u5408\u8ba9\u5b83\u505a&#034;\u81ea\u52a8\u6539\u4ee3\u7801&#034;&#xff09;&#xff0c;\u4f46\u66f4\u8017\u8d44\u6e90&#xff1a;<\/p>\n<li>VSCode \u6269\u5c55\u641c\u7d22 Cline&#xff0c;\u5b89\u88c5<\/li>\n<li>\u6253\u5f00 Cline \u8bbe\u7f6e \u2192 \u6a21\u578b\u63d0\u4f9b\u5546\u9009 Ollama<\/li>\n<li>\u586b\u5199\u6a21\u578b qwen2.5-coder:7b \u548c\u5730\u5740 http:\/\/localhost:11434<\/li>\n<li>\u4f7f\u7528\u65f6\u5728\u8f93\u5165\u6846\u63cf\u8ff0\u9700\u6c42&#xff0c;Cline \u4f1a\u81ea\u52a8\u8bfb\u53d6\u76f8\u5173\u6587\u4ef6\u3001\u751f\u6210\u4fee\u6539\u5efa\u8bae<\/li>\n<p>\u26a0\ufe0f Cline \u7684&#034;\u81ea\u52a8\u6267\u884c\u547d\u4ee4&#034;\u529f\u80fd\u5efa\u8bae\u5148\u5173\u95ed&#xff0c;\u7b49\u719f\u6089\u4e86\u518d\u5f00&#xff0c;\u907f\u514d\u5b83\u5728\u4f60\u7684\u9879\u76ee\u91cc\u4e71\u52a8\u6587\u4ef6\u3002<\/p>\n<h4>9.6 \u524d\u7aef\u5f00\u53d1\u8005\u7684 IDE \u9ad8\u9891\u7528\u6cd5<\/h4>\n<p>\u9488\u5bf9\u524d\u7aef\u573a\u666f&#xff08;Vue2 \/ jQuery \/ ES5&#xff09;&#xff0c;\u8fd9\u51e0\u4e2a\u7528\u6cd5\u6700\u5b9e\u7528&#xff1a;<\/p>\n<table>\n<tr>\u573a\u666f\u64cd\u4f5c\u6548\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u751f\u6210 Vue \u7ec4\u4ef6<\/td>\n<td>\u63cf\u8ff0\u9700\u6c42 &#043; Ctrl&#043;I<\/td>\n<td>\u76f4\u63a5\u751f\u6210\u7ec4\u4ef6\u4ee3\u7801<\/td>\n<\/tr>\n<tr>\n<td>\u6539 ES5\/jQuery \u8001\u4ee3\u7801<\/td>\n<td>\u9009\u4e2d\u4ee3\u7801&#xff0c;\u95ee&#034;\u6539\u6210 ES5 \u517c\u5bb9\u5199\u6cd5&#034;<\/td>\n<td>\u81ea\u52a8\u8f6c\u5199&#xff0c;\u517c\u5bb9 IE<\/td>\n<\/tr>\n<tr>\n<td>\u5199\u8868\u5355\u6821\u9a8c<\/td>\n<td>\u63cf\u8ff0\u5b57\u6bb5 &#043; \u95ee&#034;\u751f\u6210 Vant \u6821\u9a8c\u89c4\u5219&#034;<\/td>\n<td>\u751f\u6210 rules<\/td>\n<\/tr>\n<tr>\n<td>\u89e3\u91ca JSP\/JSTL \u4ee3\u7801<\/td>\n<td>\u9009\u4e2d\u95ee&#034;\u8fd9\u6bb5\u5728\u5e72\u561b&#034;<\/td>\n<td>\u4e2d\u6587\u89e3\u91ca\u903b\u8f91<\/td>\n<\/tr>\n<tr>\n<td>\u4fee\u590d\u517c\u5bb9 bug<\/td>\n<td>\u62a5\u9519\u4fe1\u606f &#043; \u9009\u4e2d\u4ee3\u7801&#xff0c;\u95ee&#034;\u600e\u4e48\u4fee&#034;<\/td>\n<td>\u5b9a\u4f4d\u5e76\u4fee\u590d<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210\u63a5\u53e3 mock<\/td>\n<td>\u63cf\u8ff0\u63a5\u53e3&#xff0c;\u95ee&#034;\u751f\u6210 mock \u6570\u636e&#034;<\/td>\n<td>\u751f\u6210\u5047\u6570\u636e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>9.7 \u6027\u80fd\u4e0e\u5185\u5b58\u6ce8\u610f\u4e8b\u9879&#xff08;16G \u673a\u5668&#xff09;<\/h4>\n<li>\u4e00\u6b21\u53ea\u8dd1\u4e00\u4e2a\u6a21\u578b&#xff1a;ollama ps \u67e5\u770b&#xff0c;\u6ca1\u7528\u7684\u7528 ollama stop \u505c\u6389&#xff0c;\u907f\u514d\u591a\u4e2a\u6a21\u578b\u6324\u7206\u5185\u5b58<\/li>\n<li>IDE \u63d2\u4ef6\u522b\u5f00\u592a\u591a\u6a21\u578b&#xff1a;Continue \u91cc\u53ea\u914d\u4e00\u4e2a 7B \u6a21\u578b\u5373\u53ef<\/li>\n<li>\u8865\u5168\u6a21\u5f0f\u4f1a\u6301\u7eed\u5360\u7528\u8d44\u6e90&#xff1a;\u4e0d\u60f3\u7528\u8865\u5168\u65f6&#xff0c;\u5728 Continue \u8bbe\u7f6e\u91cc\u5173\u6389 autocomplete<\/li>\n<li>\u5185\u5b58\u4e0d\u8db3\u8868\u73b0&#xff1a;\u6a21\u578b\u751f\u6210\u660e\u663e\u53d8\u6162\u3001\u5361\u987f\u3001\u751a\u81f3\u62a5 OOM\u2014\u2014\u8fd9\u65f6\u5019\u6362 3B \u6a21\u578b\u6216\u5173\u6389\u5176\u4ed6\u5927\u7a0b\u5e8f<\/li>\n<h4>9.8 \u5176\u4ed6\u53ef\u9009\u7684 IDE \u63d2\u4ef6<\/h4>\n<table>\n<tr>IDE\u63d2\u4ef6\u7279\u70b9<\/tr>\n<tbody>\n<tr>\n<td>VSCode<\/td>\n<td>Continue<\/td>\n<td>\u8f7b\u91cf\u3001\u53ef\u914d\u7f6e\u3001\u63a8\u8350<\/td>\n<\/tr>\n<tr>\n<td>VSCode<\/td>\n<td>Cline<\/td>\n<td>\u80fd\u81ea\u52a8\u8bfb\u9879\u76ee\u6587\u4ef6\u3001\u81ea\u52a8\u6539\u4ee3\u7801<\/td>\n<\/tr>\n<tr>\n<td>IDEA<\/td>\n<td>Continue<\/td>\n<td>\u652f\u6301 Java \u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td>\u6240\u6709 IDE<\/td>\n<td>Tabby&#xff08;\u9700\u53e6\u88c5\u670d\u52a1&#xff09;<\/td>\n<td>\u7c7b\u4f3c GitHub Copilot \u7684\u672c\u5730\u8865\u5168\u670d\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>\u5341\u3001\u5b9e\u6218\u56db&#xff1a;\u524d\u7aef\u9879\u76ee\u8c03\u7528\u672c\u5730\u6a21\u578b&#xff08;Vue \/ jQuery \/ \u539f\u751f JS&#xff09;<\/h3>\n<p>\u524d\u7aef\u80fd\u4e0d\u80fd\u4e5f\u76f4\u63a5\u8c03\u7528 Ollama&#xff1f;\u5f53\u7136\u80fd\u3002\u800c\u4e14\u5bf9\u4f60\u8fd9\u79cd\u7ecf\u5e38\u505a\u540e\u53f0\u7ba1\u7406\u7cfb\u7edf\u3001H5 \u5546\u57ce\u3001\u65e7 JSP \u9879\u76ee\u7684\u5f00\u53d1\u8005\u6765\u8bf4&#xff0c;\u628a\u672c\u5730\u6a21\u578b\u63a5\u5230\u9875\u9762\u4e0a&#xff0c;\u5c31\u662f\u7ed9\u4f60\u7684\u7cfb\u7edf\u52a0\u4e00\u4e2a&#034;\u5185\u7f6e AI \u52a9\u624b&#034;\u3002<\/p>\n<h4>10.1 \u524d\u7aef\u573a\u666f\u80fd\u505a\u4ec0\u4e48&#xff1f;<\/h4>\n<table>\n<tr>\u573a\u666f\u5177\u4f53\u7528\u9014<\/tr>\n<tbody>\n<tr>\n<td>\u540e\u53f0&#034;AI \u52a9\u624b&#034;\u9762\u677f<\/td>\n<td>\u7ba1\u7406\u5458\u5728\u9875\u9762\u91cc\u76f4\u63a5\u63d0\u95ee&#xff0c;\u751f\u6210 SQL\u3001Excel \u516c\u5f0f<\/td>\n<\/tr>\n<tr>\n<td>\u8868\u5355\u6821\u9a8c\u751f\u6210<\/td>\n<td>\u8f93\u5165\u5b57\u6bb5\u63cf\u8ff0&#xff0c;\u81ea\u52a8\u751f\u6210 Vant \/ jQuery \u6821\u9a8c\u89c4\u5219<\/td>\n<\/tr>\n<tr>\n<td>\u6b63\u5219 \/ JSON \u5de5\u5177<\/td>\n<td>\u4e00\u952e\u751f\u6210\u6b63\u5219\u3001\u683c\u5f0f\u5316 JSON\u3001\u8f6c\u4e49\u5b57\u7b26\u4e32<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801\u8865\u5168<\/td>\n<td>\u5728\u7ebf\u4ee3\u7801\u7f16\u8f91\u6846\u91cc\u6839\u636e\u6ce8\u91ca\u751f\u6210\u4ee3\u7801<\/td>\n<\/tr>\n<tr>\n<td>Mock \u6570\u636e\u751f\u6210<\/td>\n<td>\u8f93\u5165\u5b57\u6bb5\u540d&#xff0c;\u81ea\u52a8\u751f\u6210\u63a5\u53e3\u5047\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u62a5\u8868\u89e3\u91ca<\/td>\n<td>\u628a\u7edf\u8ba1\u6570\u636e\u4e22\u7ed9\u6a21\u578b&#xff0c;\u8ba9\u5b83\u5199\u603b\u7ed3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>10.2 \u7b2c\u4e00\u4e2a\u5927\u5751&#xff1a;\u6d4f\u89c8\u5668\u8de8\u57df&#xff08;CORS&#xff09;<\/h4>\n<p>\u524d\u7aef\u9875\u9762\u76f4\u63a5 fetch(&#039;http:\/\/localhost:11434\/v1\/chat\/completions&#039;) \u4f1a\u62a5\u9519&#xff1a;<\/p>\n<p>Access to fetch at &#039;&#8230;&#039; from origin &#039;http:\/\/localhost:8080&#039; has been blocked by CORS policy<\/p>\n<p>\u539f\u56e0&#xff1a;Ollama \u9ed8\u8ba4\u4e0d\u4fe1\u4efb\u6d4f\u89c8\u5668\u6765\u6e90\u3002\u4e24\u79cd\u89e3\u51b3\u65b9\u5f0f&#xff0c;\u672c\u5730\u5f00\u53d1\u7528\u7b2c\u4e00\u79cd&#xff0c;\u751f\u4ea7\u7528\u7b2c\u4e8c\u79cd&#xff1a;<\/p>\n<p>\u65b9\u5f0f\u4e00&#xff1a;\u7ed9 Ollama \u653e\u5f00\u8de8\u57df&#xff08;\u4ec5\u9650\u672c\u673a\u8c03\u8bd5&#xff09;<\/p>\n<p>\u65b0\u5efa\u73af\u5883\u53d8\u91cf&#xff1a;<\/p>\n<p>\u53d8\u91cf\u540d&#xff1a;OLLAMA_ORIGINS<br \/>\n\u53d8\u91cf\u503c&#xff1a;*<\/p>\n<p>\u7136\u540e\u91cd\u542f Ollama\u3002* \u8868\u793a\u5141\u8bb8\u6240\u6709\u6765\u6e90\u8bbf\u95ee&#xff08;\u53ea\u5728\u81ea\u5df1\u7535\u8111\u4e0a\u8fd9\u4e48\u73a9&#xff0c;\u5b89\u5168\u6ca1\u95ee\u9898&#xff09;\u3002<\/p>\n<p>\u65b9\u5f0f\u4e8c&#xff1a;\u540e\u7aef\u4ee3\u7406\u8f6c\u53d1&#xff08;\u63a8\u8350&#xff0c;\u6700\u7a33&#xff09;<\/p>\n<p>\u524d\u7aef\u8bf7\u6c42\u81ea\u5df1\u7684\u540e\u7aef\u63a5\u53e3&#xff0c;\u7531\u540e\u7aef\u8f6c\u53d1\u5230 localhost:11434&#xff0c;\u5f7b\u5e95\u7ed5\u5f00\u8de8\u57df\u3002\u4ee3\u7801\u89c1 10.6 \u8282\u3002<\/p>\n<h4>10.3 \u65b9\u6848A&#xff1a;\u539f\u751f JS &#043; fetch&#xff08;ES6&#xff0c;\u73b0\u4ee3\u6d4f\u89c8\u5668&#xff09;<\/h4>\n<p><span class=\"token comment\">\/\/ \u914d\u7f6e<\/span><br \/>\n<span class=\"token keyword\">const<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;http:\/\/localhost:11434\/v1\/chat\/completions&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">const<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;qwen2.5-coder:7b&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * \u8c03\u7528\u672c\u5730\u6a21\u578b<br \/>\n * &#064;param {string} prompt \u7528\u6237\u63d0\u95ee<br \/>\n * &#064;param {string} system  \u7cfb\u7edf\u63d0\u793a\u8bcd&#xff08;\u53ef\u9009&#xff09;<br \/>\n * &#064;returns {Promise&lt;string&gt;} \u6a21\u578b\u56de\u590d<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">ollamaChat<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> system <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> messages <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>system<span class=\"token punctuation\">)<\/span> messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">push<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">role<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;system&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> system <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">push<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">role<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;user&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> prompt <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  <span class=\"token keyword\">const<\/span> resp <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token literal-property property\">method<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">headers<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token string-property property\">&#039;Content-Type&#039;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json&#039;<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">body<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token literal-property property\">model<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">MODEL<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token literal-property property\">temperature<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token literal-property property\">messages<\/span><span class=\"token operator\">:<\/span> messages<br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>resp<span class=\"token punctuation\">.<\/span>ok<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">throw<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;HTTP &#039;<\/span> <span class=\"token operator\">&#043;<\/span> resp<span class=\"token punctuation\">.<\/span>status<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> data <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> resp<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\">\/\/ \u4f7f\u7528\u793a\u4f8b<\/span><br \/>\n<span class=\"token function\">ollamaChat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u7528 Vue2 \u5199\u4e00\u4e2a\u5e26\u641c\u7d22\u7684\u8868\u683c&#xff0c;\u8981\u6c42 ES5 \u8bed\u6cd5&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n  <span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">text<\/span> <span class=\"token operator\">&#061;&gt;<\/span> console<span class=\"token punctuation\">.<\/span><span class=\"token function\">log<\/span><span class=\"token punctuation\">(<\/span>text<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n  <span class=\"token punctuation\">.<\/span><span class=\"token function\">catch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">err<\/span> <span class=\"token operator\">&#061;&gt;<\/span> console<span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span>err<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h4>10.4 \u65b9\u6848B&#xff1a;jQuery &#043; ES5&#xff08;\u517c\u5bb9 IE&#xff0c;\u8001\u9879\u76ee\u9002\u7528&#xff09;<\/h4>\n<p>\u8003\u8651\u5230\u5f88\u591a\u8001\u9879\u76ee&#xff08;JSP &#043; jQuery&#xff09;\u8fd8\u5728\u517c\u5bb9 IE&#xff0c;\u8fd9\u91cc\u7ed9\u4e00\u4e2a\u5b8c\u5168 ES5 \u8bed\u6cd5\u3001\u65e0\u7bad\u5934\u51fd\u6570\u3001\u65e0 Promise \u7684\u7248\u672c&#xff0c;\u76f4\u63a5\u590d\u5236\u5c31\u80fd\u7528&#xff1a;<\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * \u8001\u9879\u76ee jQuery &#043; ES5 \u7248\u672c\u5730\u6a21\u578b\u8c03\u7528<br \/>\n * \u4f9d\u8d56&#xff1a;jQuery 1.x&#043;<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">var<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;http:\/\/localhost:11434\/v1\/chat\/completions&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">var<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;qwen2.5-coder:7b&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * \u8c03\u7528\u672c\u5730\u6a21\u578b<br \/>\n * &#064;param {String} prompt  \u63d0\u95ee\u5185\u5bb9<br \/>\n * &#064;param {Function} callback \u56de\u8c03 function(err, result)<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">function<\/span> <span class=\"token function\">ollamaChat<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">prompt<span class=\"token punctuation\">,<\/span> callback<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token keyword\">var<\/span> requestBody <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token literal-property property\">model<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">MODEL<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">temperature<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">messages<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">role<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;user&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> prompt <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  $<span class=\"token punctuation\">.<\/span><span class=\"token function\">ajax<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token literal-property property\">url<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">type<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">dataType<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;json&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">contentType<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json; charset&#061;utf-8&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">data<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span>requestBody<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">timeout<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">120000<\/span><span class=\"token punctuation\">,<\/span>   <span class=\"token comment\">\/\/ \u6a21\u578b\u751f\u6210\u53ef\u80fd\u6162&#xff0c;\u8d85\u65f6\u7ed9\u957f\u4e00\u70b9<\/span><br \/>\n    <span class=\"token function-variable function\">success<\/span><span class=\"token operator\">:<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token parameter\">data<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token keyword\">var<\/span> content <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>data <span class=\"token operator\">&amp;&amp;<\/span> data<span class=\"token punctuation\">.<\/span>choices <span class=\"token operator\">&amp;&amp;<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">.<\/span>length <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        content <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><br \/>\n      <span class=\"token function\">callback<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">null<\/span><span class=\"token punctuation\">,<\/span> content<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token function-variable function\">error<\/span><span class=\"token operator\">:<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token parameter\">xhr<span class=\"token punctuation\">,<\/span> status<span class=\"token punctuation\">,<\/span> err<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token function\">callback<\/span><span class=\"token punctuation\">(<\/span>err <span class=\"token operator\">||<\/span> status <span class=\"token operator\">||<\/span> <span class=\"token string\">&#039;\u672a\u77e5\u9519\u8bef&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\">\/\/ &#061;&#061;&#061;&#061;&#061; \u9875\u9762\u4f7f\u7528\u793a\u4f8b &#061;&#061;&#061;&#061;&#061;<\/span><br \/>\n<span class=\"token comment\">\/\/ HTML: &lt;input id&#061;&#034;prompt&#034;&gt; &lt;button id&#061;&#034;btn&#034;&gt;\u751f\u6210&lt;\/button&gt; &lt;pre id&#061;&#034;result&#034;&gt;&lt;\/pre&gt;<\/span><br \/>\n<span class=\"token function\">$<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">function<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token function\">$<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#btn&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">on<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;click&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">var<\/span> prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">$<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#prompt&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">val<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>prompt<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token function\">alert<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u8bf7\u8f93\u5165\u95ee\u9898&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token keyword\">return<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token function\">$<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#result&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;AI \u751f\u6210\u4e2d&#xff0c;\u8bf7\u7a0d\u5019&#8230;&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">ollamaChat<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token parameter\">err<span class=\"token punctuation\">,<\/span> result<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>err<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token function\">$<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#result&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u8c03\u7528\u5931\u8d25&#xff1a;&#039;<\/span> <span class=\"token operator\">&#043;<\/span> err<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><br \/>\n      <span class=\"token function\">$<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;#result&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u5173\u952e\u70b9&#xff1a;timeout \u4e00\u5b9a\u8981\u7ed9\u8db3&#xff08;\u672c\u5730\u6a21\u578b\u751f\u6210\u4e00\u6bb5\u4ee3\u7801\u53ef\u80fd\u8981 10~60 \u79d2&#xff09;&#xff0c;\u5426\u5219 jQuery \u4f1a\u63d0\u524d\u62a5 timeout \u9519\u8bef\u3002<\/p>\n<h4>10.5 \u65b9\u6848C&#xff1a;Vue2 &#043; Vant \u5de5\u7a0b\u5316\u63a5\u5165<\/h4>\n<p>\u5728 Vue2 &#043; Vant \u9879\u76ee\u91cc\u505a\u4e00\u4e2a&#034;AI \u751f\u6210&#034;\u7ec4\u4ef6&#xff0c;\u7528 Vant \u7684 Field\u3001Button\u3001Toast \u505a\u4ea4\u4e92&#xff1a;<\/p>\n<p>&lt;template&gt;<br \/>\n  &lt;div class&#061;&#034;ai-panel&#034;&gt;<br \/>\n    &lt;van-field<br \/>\n      v-model&#061;&#034;prompt&#034;<br \/>\n      type&#061;&#034;textarea&#034;<br \/>\n      rows&#061;&#034;3&#034;<br \/>\n      maxlength&#061;&#034;200&#034;<br \/>\n      show-word-limit<br \/>\n      placeholder&#061;&#034;\u63cf\u8ff0\u4f60\u60f3\u751f\u6210\u7684\u4ee3\u7801&#xff0c;\u4f8b\u5982&#xff1a;\u5199\u4e00\u4e2a\u8868\u5355\u6821\u9a8c\u89c4\u5219&#034;<br \/>\n    \/&gt;<br \/>\n    &lt;van-button<br \/>\n      type&#061;&#034;primary&#034;<br \/>\n      block<br \/>\n      :loading&#061;&#034;loading&#034;<br \/>\n      loading-text&#061;&#034;AI \u751f\u6210\u4e2d&#8230;&#034;<br \/>\n      &#064;click&#061;&#034;handleGenerate&#034;<br \/>\n    &gt;<br \/>\n      \u751f\u6210<br \/>\n    &lt;\/van-button&gt;<br \/>\n    &lt;pre v-if&#061;&#034;result&#034; class&#061;&#034;ai-result&#034;&gt;{{ result }}&lt;\/pre&gt;<br \/>\n  &lt;\/div&gt;<br \/>\n&lt;\/template&gt;<\/p>\n<p>&lt;script&gt;<br \/>\n\/\/ Vue2 \u9009\u9879\u5f0f\u5199\u6cd5&#xff0c;\u517c\u5bb9\u4f4e\u7248\u672c\u5de5\u7a0b<br \/>\nexport default {<br \/>\n  name: &#039;AiGenerator&#039;,<br \/>\n  data: function () {<br \/>\n    return {<br \/>\n      prompt: &#039;&#039;,<br \/>\n      result: &#039;&#039;,<br \/>\n      loading: false<br \/>\n    };<br \/>\n  },<br \/>\n  methods: {<br \/>\n    handleGenerate: function () {<br \/>\n      var self &#061; this;<br \/>\n      if (!self.prompt.trim()) {<br \/>\n        self.$toast(&#039;\u8bf7\u8f93\u5165\u63cf\u8ff0&#039;);<br \/>\n        return;<br \/>\n      }<br \/>\n      self.loading &#061; true;<br \/>\n      self.result &#061; &#039;&#039;;<\/p>\n<p>      \/\/ \u8d70\u9879\u76ee\u5c01\u88c5\u597d\u7684 request&#xff08;\u5185\u90e8\u8f6c\u53d1\u5230\u540e\u7aef\u4ee3\u7406&#xff0c;\u907f\u514d\u8de8\u57df&#xff09;<br \/>\n      self.$http<br \/>\n        .post(&#039;\/api\/ai\/generate&#039;, { prompt: self.prompt })<br \/>\n        .then(function (res) {<br \/>\n          self.result &#061; res.data.content;<br \/>\n          self.loading &#061; false;<br \/>\n        })<br \/>\n        .catch(function () {<br \/>\n          self.loading &#061; false;<br \/>\n          self.$toast(&#039;\u8c03\u7528\u5931\u8d25&#039;);<br \/>\n        });<br \/>\n    }<br \/>\n  }<br \/>\n};<br \/>\n&lt;\/script&gt;<\/p>\n<p>&lt;style scoped&gt;<br \/>\n.ai-panel { padding: 16px; }<br \/>\n.ai-result {<br \/>\n  margin-top: 12px;<br \/>\n  padding: 12px;<br \/>\n  background: #f7f8fa;<br \/>\n  border-radius: 8px;<br \/>\n  white-space: pre-wrap;<br \/>\n  word-break: break-all;<br \/>\n  font-size: 13px;<br \/>\n  line-height: 1.6;<br \/>\n}<br \/>\n&lt;\/style&gt;<\/p>\n<h4>10.6 \u540e\u7aef\u4ee3\u7406\u89e3\u51b3\u8de8\u57df&#xff08;Java \/ Node \u4e8c\u9009\u4e00&#xff09;<\/h4>\n<p>\u65b9\u5f0f\u4e00&#xff1a;Java&#xff08;Spring Boot \/ Servlet&#xff09;\u8f6c\u53d1<\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * AI \u4ee3\u7406\u63a5\u53e3&#xff1a;\u524d\u7aef\u8c03\u672c\u63a5\u53e3&#xff0c;\u540e\u7aef\u8f6c\u53d1\u5230\u672c\u5730 Ollama<br \/>\n * \u8def\u5f84&#xff1a;POST \/api\/ai\/generate<br \/>\n *\/<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;RestController<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;RequestMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/api\/ai&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">AiProxyController<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span><br \/>\n        <span class=\"token string\">&#034;http:\/\/localhost:11434\/v1\/chat\/completions&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;qwen2.5-coder:7b&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;PostMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/generate&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">generate<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;RequestBody<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> body<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> prompt <span class=\"token operator\">&#061;<\/span> body<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;prompt&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u7ec4\u88c5\u8bf7\u6c42\u4f53&#xff08;\u751f\u4ea7\u73af\u5883\u7528 Jackson ObjectMapper \u5e8f\u5217\u5316\u66f4\u89c4\u8303&#xff09;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> requestBody <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;{\\\\&#034;model\\\\&#034;:\\\\&#034;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;,&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;temperature\\\\&#034;:0.2,&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;messages\\\\&#034;:[{\\\\&#034;role\\\\&#034;:\\\\&#034;user\\\\&#034;,\\\\&#034;content\\\\&#034;:\\\\&#034;&#034;<\/span><br \/>\n                <span class=\"token operator\">&#043;<\/span> prompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">replace<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\\\\\\\\\\\\&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\&#034;}]}&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/ \u7528 HttpURLConnection \u6216 OkHttp \u8f6c\u53d1\u8bf7\u6c42&#8230;<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u8fd9\u91cc\u7701\u7565 HTTP \u53d1\u9001\u7ec6\u8282&#xff0c;\u6838\u5fc3\u662f&#xff1a;\u540e\u7aef\u8f6c\u53d1 &#043; \u8fd4\u56de choices[0].message.content<\/span><br \/>\n        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token function\">sendToOllama<\/span><span class=\"token punctuation\">(<\/span>requestBody<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">sendToOllama<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> jsonBody<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u5efa\u8bae\u7528 OkHttp&#xff08;\u53c2\u8003\u7b2c\u516b\u8282&#xff09;&#xff0c;\u6b64\u5904\u7701\u7565<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u65b9\u5f0f\u4e8c&#xff1a;Node&#xff08;Express&#xff09;\u4ee3\u7406<\/p>\n<p><span class=\"token keyword\">const<\/span> express <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">require<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;express&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">const<\/span> app <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">express<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\napp<span class=\"token punctuation\">.<\/span><span class=\"token function\">use<\/span><span class=\"token punctuation\">(<\/span>express<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">const<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;http:\/\/localhost:11434\/v1\/chat\/completions&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>app<span class=\"token punctuation\">.<\/span><span class=\"token function\">post<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/api\/ai\/generate&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">async<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token parameter\">req<span class=\"token punctuation\">,<\/span> res<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> <span class=\"token punctuation\">{<\/span> prompt <span class=\"token punctuation\">}<\/span> <span class=\"token operator\">&#061;<\/span> req<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> resp <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token literal-property property\">method<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">headers<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token string-property property\">&#039;Content-Type&#039;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json&#039;<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">body<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token literal-property property\">model<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;qwen2.5-coder:7b&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token literal-property property\">messages<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">role<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;user&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> prompt <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> data <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> resp<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  res<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>app<span class=\"token punctuation\">.<\/span><span class=\"token function\">listen<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">8080<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h4>10.7 \u524d\u7aef\u5b9e\u6218\u573a\u666f\u63d0\u793a\u8bcd\u6e05\u5355<\/h4>\n<table>\n<tr>\u573a\u666f\u63a8\u8350\u63d0\u793a\u8bcd\u6a21\u677f<\/tr>\n<tbody>\n<tr>\n<td>\u751f\u6210\u8868\u5355\u6821\u9a8c<\/td>\n<td>\u201c\u7528 jQuery &#043; ES5 \u5199\u624b\u673a\u53f7\u3001\u90ae\u7bb1\u3001\u8eab\u4efd\u8bc1\u7684\u6b63\u5219\u6821\u9a8c\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210 Vue \u7ec4\u4ef6<\/td>\n<td>\u201c\u7528 Vue2 \u5199\u4e00\u4e2a\u5e26\u5206\u9875\u7684\u8868\u683c\u7ec4\u4ef6&#xff0c;\u4f7f\u7528 Vant \u7ec4\u4ef6\u5e93\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210 SQL<\/td>\n<td>\u201c\u6839\u636e\u8868\u5b57\u6bb5 id,name,price,stock \u751f\u6210\u63d2\u5165\u8bed\u53e5\u548c\u67e5\u8be2\u8bed\u53e5\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210\u6b63\u5219<\/td>\n<td>\u201c\u5199\u4e00\u4e2a\u5339\u914d 13\/15\/18 \u5f00\u5934\u300111 \u4f4d\u624b\u673a\u53f7\u7684\u6b63\u5219\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u89e3\u91ca\u65e7\u4ee3\u7801<\/td>\n<td>\u201c\u89e3\u91ca\u8fd9\u6bb5 JSP &#043; JSTL \u4ee3\u7801\u7684\u903b\u8f91&#xff08;\u7c98\u8d34\u4ee3\u7801&#xff09;\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210 mock<\/td>\n<td>\u201c\u751f\u6210 5 \u6761\u5546\u54c1\u5217\u8868 mock \u6570\u636e&#xff0c;\u5b57\u6bb5\u542b name,price,img\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u63d0\u793a\u8bcd\u6280\u5de7&#xff1a;\u63cf\u8ff0\u8d8a\u5177\u4f53&#xff0c;\u6a21\u578b\u8f93\u51fa\u8d8a\u51c6\u786e\u3002\u628a&#034;\u4e0a\u4e0b\u6587&#034;&#xff08;\u9879\u76ee\u6280\u672f\u6808\u3001\u5b57\u6bb5\u540d\u3001\u5df2\u6709\u4ee3\u7801\u7247\u6bb5&#xff09;\u4e00\u8d77\u8d34\u8fdb\u53bb&#xff0c;\u6548\u679c\u7ffb\u500d\u3002<\/p>\n<h4>10.8 \u524d\u7aef\u6d41\u5f0f\u8f93\u51fa&#xff1a;\u8fb9\u751f\u6210\u8fb9\u663e\u793a&#xff08;\u6253\u5b57\u673a\u6548\u679c&#xff09;<\/h4>\n<p>\u4e00\u6b21\u6027\u7b49\u5b8c\u6574\u54cd\u5e94\u5728\u4ee3\u7801\u8f83\u957f\u65f6\u4f1a\u7b49\u5f88\u4e45&#xff0c;\u4f53\u9a8c\u5dee\u3002\u7528\u6d41\u5f0f\u8f93\u51fa\u53ef\u4ee5\u8ba9\u7528\u6237&#034;\u770b\u7740&#034;\u5185\u5bb9\u4e00\u70b9\u70b9\u51fa\u6765\u3002\u73b0\u4ee3\u6d4f\u89c8\u5668\u7528 fetch \u7684 ReadableStream \u5373\u53ef&#xff0c;\u65e0\u9700\u989d\u5916\u4f9d\u8d56&#xff1a;<\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * \u6d41\u5f0f\u8c03\u7528\u672c\u5730\u6a21\u578b&#xff0c;\u8fb9\u751f\u6210\u8fb9\u56de\u8c03<br \/>\n * &#064;param {string} prompt<br \/>\n * &#064;param {(text: string) &#061;&gt; void} onChunk  \u6bcf\u6536\u5230\u4e00\u6bb5\u5185\u5bb9\u5c31\u56de\u8c03<br \/>\n * &#064;param {() &#061;&gt; void} onDone \u5b8c\u6210\u56de\u8c03<br \/>\n *\/<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">ollamaStream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">prompt<span class=\"token punctuation\">,<\/span> onChunk<span class=\"token punctuation\">,<\/span> onDone<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> resp <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;http:\/\/localhost:11434\/v1\/chat\/completions&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token literal-property property\">method<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">headers<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token string-property property\">&#039;Content-Type&#039;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json&#039;<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token literal-property property\">body<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token literal-property property\">model<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;qwen2.5-coder:7b&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      <span class=\"token literal-property property\">stream<\/span><span class=\"token operator\">:<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span>               <span class=\"token comment\">\/\/ \u5173\u952e&#xff1a;\u5f00\u542f\u6d41\u5f0f<\/span><br \/>\n      <span class=\"token literal-property property\">messages<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">role<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;user&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> prompt <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  <span class=\"token keyword\">const<\/span> reader <span class=\"token operator\">&#061;<\/span> resp<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span><span class=\"token function\">getReader<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">const<\/span> decoder <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">TextDecoder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token keyword\">let<\/span> buffer <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>  <span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">const<\/span> <span class=\"token punctuation\">{<\/span> done<span class=\"token punctuation\">,<\/span> value <span class=\"token punctuation\">}<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> reader<span class=\"token punctuation\">.<\/span><span class=\"token function\">read<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>done<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">break<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    buffer <span class=\"token operator\">&#043;&#061;<\/span> decoder<span class=\"token punctuation\">.<\/span><span class=\"token function\">decode<\/span><span class=\"token punctuation\">(<\/span>value<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">stream<\/span><span class=\"token operator\">:<\/span> <span class=\"token boolean\">true<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token comment\">\/\/ \u6309\u884c\u89e3\u6790 SSE \u683c\u5f0f&#xff1a;\u6bcf\u884c\u4ee5 data: \u5f00\u5934&#xff0c;\u5185\u5bb9\u662f\u4e00\u6bb5 JSON<\/span><br \/>\n    <span class=\"token keyword\">const<\/span> lines <span class=\"token operator\">&#061;<\/span> buffer<span class=\"token punctuation\">.<\/span><span class=\"token function\">split<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\\\\n&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    buffer <span class=\"token operator\">&#061;<\/span> lines<span class=\"token punctuation\">.<\/span><span class=\"token function\">pop<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  <span class=\"token comment\">\/\/ \u6700\u540e\u4e00\u884c\u53ef\u80fd\u4e0d\u5b8c\u6574&#xff0c;\u7559\u5230\u4e0b\u6b21<\/span><\/p>\n<p>    <span class=\"token keyword\">for<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> line <span class=\"token keyword\">of<\/span> lines<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token keyword\">const<\/span> trimmed <span class=\"token operator\">&#061;<\/span> line<span class=\"token punctuation\">.<\/span><span class=\"token function\">trim<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>trimmed<span class=\"token punctuation\">.<\/span><span class=\"token function\">startsWith<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;data:&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">continue<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">const<\/span> dataStr <span class=\"token operator\">&#061;<\/span> trimmed<span class=\"token punctuation\">.<\/span><span class=\"token function\">slice<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">trim<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>dataStr <span class=\"token operator\">&#061;&#061;&#061;<\/span> <span class=\"token string\">&#039;[DONE]&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">continue<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>      <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">const<\/span> data <span class=\"token operator\">&#061;<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span>dataStr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">const<\/span> delta <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token operator\">?.<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">?.<\/span>delta<span class=\"token operator\">?.<\/span>content<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>delta<span class=\"token punctuation\">)<\/span> <span class=\"token function\">onChunk<\/span><span class=\"token punctuation\">(<\/span>delta<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">catch<\/span> <span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u5ffd\u7565\u89e3\u6790\u5931\u8d25\u7684\u4e0d\u5b8c\u6574\u884c<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n  <span class=\"token function\">onDone<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\">\/\/ \u4f7f\u7528\u793a\u4f8b<\/span><br \/>\n<span class=\"token keyword\">const<\/span> outputEl <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;output&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token function\">ollamaStream<\/span><span class=\"token punctuation\">(<\/span><br \/>\n  <span class=\"token string\">&#039;\u7528 Vue2 \u5199\u4e00\u4e2a\u5546\u54c1\u5217\u8868\u7ec4\u4ef6&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token punctuation\">(<\/span><span class=\"token parameter\">text<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span> outputEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#043;&#061;<\/span> text<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span>   <span class=\"token comment\">\/\/ \u9010\u5b57\u8ffd\u52a0<\/span><br \/>\n  <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span> console<span class=\"token punctuation\">.<\/span><span class=\"token function\">log<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u751f\u6210\u5b8c\u6210&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u6d41\u5f0f\u683c\u5f0f\u8bf4\u660e&#xff1a;Ollama \u6309 data: {json} \u9010\u884c\u8fd4\u56de&#xff0c;\u6bcf\u884c\u7684 JSON \u91cc\u7684 choices[0].delta.content \u5c31\u662f\u65b0\u751f\u6210\u7684\u4e00\u5c0f\u6bb5\u6587\u5b57\u3002\u6700\u540e\u4e00\u884c\u662f data: [DONE] \u8868\u793a\u7ed3\u675f\u3002<\/p>\n<h4>10.9 \u5b8c\u6574\u6210\u54c1\u9875\u9762&#xff1a;\u4e00\u4e2a\u53ef\u76f4\u63a5\u6253\u5f00\u7684&#034;AI \u4ee3\u7801\u751f\u6210\u5668&#034; HTML<\/h4>\n<p>\u4e0b\u9762\u662f\u4e00\u6574\u4e2a\u53ef\u76f4\u63a5\u4fdd\u5b58\u4e3a .html \u6253\u5f00\u8fd0\u884c\u7684\u6210\u54c1\u9875\u9762&#xff08;\u542b\u6837\u5f0f\u3001\u6d41\u5f0f\u8f93\u51fa&#xff09;&#xff0c;\u9002\u5408\u76f4\u63a5\u6f14\u793a\u6216\u6539\u9020&#xff1a;<\/p>\n<p><span class=\"token doctype\"><span class=\"token punctuation\">&lt;!<\/span><span class=\"token doctype-tag\">DOCTYPE<\/span> <span class=\"token name\">html<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>html<\/span> <span class=\"token attr-name\">lang<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>zh-CN<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>head<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>meta<\/span> <span class=\"token attr-name\">charset<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>UTF-8<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>meta<\/span> <span class=\"token attr-name\">name<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>viewport<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">content<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>width&#061;device-width, initial-scale&#061;1.0<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>title<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u672c\u5730 AI \u4ee3\u7801\u751f\u6210\u5668&#xff08;Ollama&#xff09;<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>title<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>style<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token style\"><span class=\"token language-css\"><br \/>\n    <span class=\"token selector\">*<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">margin<\/span><span class=\"token punctuation\">:<\/span> 0<span class=\"token punctuation\">;<\/span> <span class=\"token property\">padding<\/span><span class=\"token punctuation\">:<\/span> 0<span class=\"token punctuation\">;<\/span> <span class=\"token property\">box-sizing<\/span><span class=\"token punctuation\">:<\/span> border-box<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">body<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">font-family<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;Microsoft YaHei&#034;<\/span><span class=\"token punctuation\">,<\/span> sans-serif<span class=\"token punctuation\">;<\/span> <span class=\"token property\">background<\/span><span class=\"token punctuation\">:<\/span> #f5f6fa<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">.container<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">max-width<\/span><span class=\"token punctuation\">:<\/span> 800px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">margin<\/span><span class=\"token punctuation\">:<\/span> 30px auto<span class=\"token punctuation\">;<\/span> <span class=\"token property\">padding<\/span><span class=\"token punctuation\">:<\/span> 0 16px<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">h1<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">text-align<\/span><span class=\"token punctuation\">:<\/span> center<span class=\"token punctuation\">;<\/span> <span class=\"token property\">font-size<\/span><span class=\"token punctuation\">:<\/span> 22px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">margin-bottom<\/span><span class=\"token punctuation\">:<\/span> 6px<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">.sub<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">text-align<\/span><span class=\"token punctuation\">:<\/span> center<span class=\"token punctuation\">;<\/span> <span class=\"token property\">color<\/span><span class=\"token punctuation\">:<\/span> #999<span class=\"token punctuation\">;<\/span> <span class=\"token property\">font-size<\/span><span class=\"token punctuation\">:<\/span> 13px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">margin-bottom<\/span><span class=\"token punctuation\">:<\/span> 20px<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">textarea<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token property\">width<\/span><span class=\"token punctuation\">:<\/span> 100%<span class=\"token punctuation\">;<\/span> <span class=\"token property\">height<\/span><span class=\"token punctuation\">:<\/span> 90px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">padding<\/span><span class=\"token punctuation\">:<\/span> 12px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">font-size<\/span><span class=\"token punctuation\">:<\/span> 14px<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">border<\/span><span class=\"token punctuation\">:<\/span> 1px solid #ddd<span class=\"token punctuation\">;<\/span> <span class=\"token property\">border-radius<\/span><span class=\"token punctuation\">:<\/span> 8px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">resize<\/span><span class=\"token punctuation\">:<\/span> vertical<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">font-family<\/span><span class=\"token punctuation\">:<\/span> inherit<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">button<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token property\">width<\/span><span class=\"token punctuation\">:<\/span> 100%<span class=\"token punctuation\">;<\/span> <span class=\"token property\">margin-top<\/span><span class=\"token punctuation\">:<\/span> 10px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">padding<\/span><span class=\"token punctuation\">:<\/span> 12px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">font-size<\/span><span class=\"token punctuation\">:<\/span> 15px<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">background<\/span><span class=\"token punctuation\">:<\/span> #4a6cf7<span class=\"token punctuation\">;<\/span> <span class=\"token property\">color<\/span><span class=\"token punctuation\">:<\/span> #fff<span class=\"token punctuation\">;<\/span> <span class=\"token property\">border<\/span><span class=\"token punctuation\">:<\/span> none<span class=\"token punctuation\">;<\/span> <span class=\"token property\">border-radius<\/span><span class=\"token punctuation\">:<\/span> 8px<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">cursor<\/span><span class=\"token punctuation\">:<\/span> pointer<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">button:disabled<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">background<\/span><span class=\"token punctuation\">:<\/span> #a8b4d8<span class=\"token punctuation\">;<\/span> <span class=\"token property\">cursor<\/span><span class=\"token punctuation\">:<\/span> not-allowed<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">.output-box<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token property\">margin-top<\/span><span class=\"token punctuation\">:<\/span> 16px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">padding<\/span><span class=\"token punctuation\">:<\/span> 14px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">background<\/span><span class=\"token punctuation\">:<\/span> #1e1e2e<span class=\"token punctuation\">;<\/span> <span class=\"token property\">color<\/span><span class=\"token punctuation\">:<\/span> #cdd6f4<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">border-radius<\/span><span class=\"token punctuation\">:<\/span> 8px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">min-height<\/span><span class=\"token punctuation\">:<\/span> 200px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">max-height<\/span><span class=\"token punctuation\">:<\/span> 500px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">overflow<\/span><span class=\"token punctuation\">:<\/span> auto<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">font-family<\/span><span class=\"token punctuation\">:<\/span> Consolas<span class=\"token punctuation\">,<\/span> monospace<span class=\"token punctuation\">;<\/span> <span class=\"token property\">font-size<\/span><span class=\"token punctuation\">:<\/span> 13px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">line-height<\/span><span class=\"token punctuation\">:<\/span> 1.6<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token property\">white-space<\/span><span class=\"token punctuation\">:<\/span> pre-wrap<span class=\"token punctuation\">;<\/span> <span class=\"token property\">word-break<\/span><span class=\"token punctuation\">:<\/span> break-all<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token selector\">.tip<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token property\">margin-top<\/span><span class=\"token punctuation\">:<\/span> 12px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">font-size<\/span><span class=\"token punctuation\">:<\/span> 12px<span class=\"token punctuation\">;<\/span> <span class=\"token property\">color<\/span><span class=\"token punctuation\">:<\/span> #999<span class=\"token punctuation\">;<\/span> <span class=\"token property\">text-align<\/span><span class=\"token punctuation\">:<\/span> center<span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n  <\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>style<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>head<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>body<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>container<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>h1<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u672c\u5730 AI \u4ee3\u7801\u751f\u6210\u5668<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>h1<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>p<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>sub<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u7531 Ollama &#043; qwen2.5-coder \u9a71\u52a8&#xff0c;\u6570\u636e\u4e0d\u51fa\u672c\u673a<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>p<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>textarea<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>prompt<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">placeholder<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>\u63cf\u8ff0\u4f60\u60f3\u751f\u6210\u7684\u4ee3\u7801&#xff0c;\u4f8b\u5982&#xff1a;\u7528 Java \u5199\u4e00\u4e2a\u7ebf\u7a0b\u5b89\u5168\u7684\u5355\u4f8b\u6a21\u5f0f&#8230;<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>textarea<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>button<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>btn<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token special-attr\"><span class=\"token attr-name\">onclick<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span><span class=\"token value javascript language-javascript\"><span class=\"token function\">generate<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/span><span class=\"token punctuation\">&#034;<\/span><\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u751f \u6210<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>button<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>output-box<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>output<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u7b49\u5f85\u8f93\u5165&#8230;<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>p<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>tip<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u63d0\u793a&#xff1a;\u9996\u6b21\u751f\u6210\u8f83\u6162\u5c5e\u6b63\u5e38&#xff0c;\u8bf7\u8010\u5fc3\u7b49\u5f85<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>p<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>script<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token script\"><span class=\"token language-javascript\"><br \/>\n    <span class=\"token comment\">\/\/ &#061;&#061;&#061;&#061;&#061;&#061; \u914d\u7f6e&#xff08;\u672c\u5730\u8c03\u8bd5\u5efa\u8bae\u5148\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf OLLAMA_ORIGINS&#061;*&#xff09;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><br \/>\n    <span class=\"token keyword\">var<\/span> <span class=\"token constant\">OLLAMA_URL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;http:\/\/localhost:11434\/v1\/chat\/completions&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">var<\/span> <span class=\"token constant\">MODEL<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;qwen2.5-coder:7b&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">var<\/span> btn <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;btn&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">var<\/span> output <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;output&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">generate<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token keyword\">var<\/span> prompt <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;prompt&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">.<\/span><span class=\"token function\">trim<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>prompt<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token function\">alert<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u8bf7\u8f93\u5165\u9700\u6c42&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token keyword\">return<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token punctuation\">}<\/span><\/p>\n<p>      btn<span class=\"token punctuation\">.<\/span>disabled <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      btn<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u751f\u6210\u4e2d&#8230;&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      output<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>      <span class=\"token comment\">\/\/ \u6d41\u5f0f\u8f93\u51fa<\/span><br \/>\n      <span class=\"token keyword\">await<\/span> <span class=\"token function\">ollamaStream<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token parameter\">text<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        output<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#043;&#061;<\/span> text<span class=\"token punctuation\">;<\/span><br \/>\n        output<span class=\"token punctuation\">.<\/span>scrollTop <span class=\"token operator\">&#061;<\/span> output<span class=\"token punctuation\">.<\/span>scrollHeight<span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>      btn<span class=\"token punctuation\">.<\/span>disabled <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      btn<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u751f \u6210&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">ollamaStream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">prompt<span class=\"token punctuation\">,<\/span> onChunk<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token keyword\">var<\/span> resp <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">OLLAMA_URL<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token literal-property property\">method<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token literal-property property\">headers<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token string-property property\">&#039;Content-Type&#039;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json&#039;<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token literal-property property\">body<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n          <span class=\"token literal-property property\">model<\/span><span class=\"token operator\">:<\/span> <span class=\"token constant\">MODEL<\/span><span class=\"token punctuation\">,<\/span><br \/>\n          <span class=\"token literal-property property\">stream<\/span><span class=\"token operator\">:<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n          <span class=\"token literal-property property\">temperature<\/span><span class=\"token operator\">:<\/span> <span class=\"token number\">0.2<\/span><span class=\"token punctuation\">,<\/span><br \/>\n          <span class=\"token literal-property property\">messages<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">role<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;user&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token literal-property property\">content<\/span><span class=\"token operator\">:<\/span> prompt <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>      <span class=\"token keyword\">var<\/span> reader <span class=\"token operator\">&#061;<\/span> resp<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span><span class=\"token function\">getReader<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">var<\/span> decoder <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">TextDecoder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n      <span class=\"token keyword\">var<\/span> buffer <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>      <span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">var<\/span> r <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> reader<span class=\"token punctuation\">.<\/span><span class=\"token function\">read<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">.<\/span>done<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">break<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        buffer <span class=\"token operator\">&#043;&#061;<\/span> decoder<span class=\"token punctuation\">.<\/span><span class=\"token function\">decode<\/span><span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token literal-property property\">stream<\/span><span class=\"token operator\">:<\/span> <span class=\"token boolean\">true<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">var<\/span> lines <span class=\"token operator\">&#061;<\/span> buffer<span class=\"token punctuation\">.<\/span><span class=\"token function\">split<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\\\\n&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        buffer <span class=\"token operator\">&#061;<\/span> lines<span class=\"token punctuation\">.<\/span><span class=\"token function\">pop<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">for<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token keyword\">var<\/span> i <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span> i <span class=\"token operator\">&lt;<\/span> lines<span class=\"token punctuation\">.<\/span>length<span class=\"token punctuation\">;<\/span> i<span class=\"token operator\">&#043;&#043;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n          <span class=\"token keyword\">var<\/span> line <span class=\"token operator\">&#061;<\/span> lines<span class=\"token punctuation\">[<\/span>i<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">trim<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n          <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>line<span class=\"token punctuation\">.<\/span><span class=\"token function\">indexOf<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;data:&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">continue<\/span><span class=\"token punctuation\">;<\/span><br \/>\n          <span class=\"token keyword\">var<\/span> dataStr <span class=\"token operator\">&#061;<\/span> line<span class=\"token punctuation\">.<\/span><span class=\"token function\">slice<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">trim<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n          <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>dataStr <span class=\"token operator\">&#061;&#061;&#061;<\/span> <span class=\"token string\">&#039;[DONE]&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">continue<\/span><span class=\"token punctuation\">;<\/span><br \/>\n          <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">var<\/span> data <span class=\"token operator\">&#061;<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span>dataStr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">var<\/span> delta <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">.<\/span>choices <span class=\"token operator\">&amp;&amp;<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&amp;&amp;<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>delta <span class=\"token operator\">&amp;&amp;<\/span> data<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>delta<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>delta<span class=\"token punctuation\">)<\/span> <span class=\"token function\">onChunk<\/span><span class=\"token punctuation\">(<\/span>delta<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n          <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">catch<\/span> <span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span> <span class=\"token comment\">\/* \u5ffd\u7565\u4e0d\u5b8c\u6574\u884c *\/<\/span> <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n      <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n  <\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>script<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>body<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>html<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>\u4f7f\u7528\u524d\u63d0\u9192&#xff1a;\u6d4f\u89c8\u5668\u76f4\u8fde\u672c\u5730 Ollama \u4f1a\u6709\u8de8\u57df\u9650\u5236&#xff0c;\u672c\u5730\u6d4b\u8bd5\u8bf7\u5148\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf OLLAMA_ORIGINS&#061;* \u5e76\u91cd\u542f Ollama&#xff1b;\u6b63\u5f0f\u9879\u76ee\u8d70\u540e\u7aef\u4ee3\u7406&#xff08;\u89c1 10.6 \u8282&#xff09;\u3002<\/p>\n<h4>10.10 \u524d\u7aef\u4f53\u9a8c\u4f18\u5316\u8981\u70b9<\/h4>\n<li>\u52a0\u8f7d\u72b6\u6001&#xff1a;\u751f\u6210\u671f\u95f4\u7981\u7528\u6309\u94ae\u3001\u663e\u793a loading&#xff08;Vant \u7528 loading \u5c5e\u6027&#xff0c;jQuery \u7528 disabled &#043; \u6587\u6848&#xff09;<\/li>\n<li>\u9632\u91cd\u590d\u70b9\u51fb&#xff1a;\u751f\u6210\u4e2d\u628a\u6309\u94ae disabled&#xff0c;\u9632\u6b62\u5e76\u53d1\u8bf7\u6c42\u6324\u7206\u5185\u5b58<\/li>\n<li>\u8d85\u65f6\u5904\u7406&#xff1a;\u7ed9\u8bf7\u6c42\u8bbe timeout&#xff08;\u5982 120 \u79d2&#xff09;&#xff0c;\u5e76\u63d0\u793a&#034;\u751f\u6210\u65f6\u95f4\u8f83\u957f&#xff0c;\u8bf7\u7a0d\u5019&#034;<\/li>\n<li>\u5386\u53f2\u8bb0\u5f55&#xff1a;\u50cf\u804a\u5929\u52a9\u624b\u4e00\u6837\u7ef4\u62a4 messages \u6570\u7ec4&#xff0c;\u652f\u6301\u591a\u8f6e\u8ffd\u95ee&#xff08;\u53c2\u8003 7.4 \u7684\u601d\u8def&#xff09;<\/li>\n<li>\u9519\u8bef\u63d0\u793a&#xff1a;\u6355\u83b7\u5f02\u5e38\u540e\u7ed9\u7528\u6237\u53cb\u597d\u63d0\u793a&#xff08;\u6a21\u578b\u6ca1\u4e0b\u8f7d\u3001\u670d\u52a1\u6ca1\u542f\u52a8\u3001\u8de8\u57df\u7b49&#xff09;&#xff0c;\u4e0d\u8981\u767d\u5c4f<\/li>\n<li>\u6d41\u5f0f\u4f18\u5148&#xff1a;\u957f\u4ee3\u7801\u5efa\u8bae\u7528 10.8 \u7684\u6d41\u5f0f\u65b9\u6848&#xff0c;\u4f53\u9a8c\u597d\u5f88\u591a<\/li>\n<h4>10.11 \u79fb\u52a8\u7aef H5 \u9002\u914d\u63d0\u793a<\/h4>\n<p>\u5982\u679c\u8981\u5728 H5&#xff08;\u624b\u673a\u4e0a&#xff09;\u8c03\u7528&#xff0c;\u6ce8\u610f\u51e0\u70b9&#xff1a;<\/p>\n<li>\u540e\u7aef\u4ee3\u7406\u662f\u5fc5\u987b\u7684&#xff1a;\u624b\u673a\u6d4f\u89c8\u5668\u8de8\u57df\u66f4\u4e25\u683c&#xff0c;\u4e00\u5b9a\u8d70\u540e\u7aef\u4ee3\u7406&#xff08;10.6 \u8282&#xff09;<\/li>\n<li>\u8d85\u65f6\u653e\u5bbd&#xff1a;\u624b\u673a\u7f51\u7edc\u4e0b\u751f\u6210\u66f4\u6162&#xff0c;timeout \u5efa\u8bae 180 \u79d2\u4ee5\u4e0a<\/li>\n<li>\u63a5\u53e3\u5c01\u88c5&#xff1a;\u524d\u7aef\u7edf\u4e00\u8d70 \/api\/ai\/xxx&#xff0c;\u4e0d\u8981\u5728\u524d\u7aef\u66b4\u9732 localhost:11434<\/li>\n<li>iOS\/Android \u5dee\u5f02&#xff1a;\u6d41\u5f0f\u89e3\u6790\u7528\u6807\u51c6 fetch &#043; ReadableStream \u4e24\u7aef\u90fd\u517c\u5bb9&#xff1b;\u8001 iOS \u9700\u8981 polyfill \u6216\u964d\u7ea7\u4e3a\u975e\u6d41\u5f0f<\/li>\n<li>\u5f31\u7f51\u964d\u7ea7&#xff1a;\u68c0\u6d4b\u5230\u8bf7\u6c42\u5931\u8d25\u65f6&#xff0c;\u81ea\u52a8\u964d\u7ea7\u4e3a\u975e\u6d41\u5f0f\u5b8c\u6574\u8bf7\u6c42&#xff0c;\u4fdd\u8bc1\u529f\u80fd\u53ef\u7528<\/li>\n<hr \/>\n<h3>\u5341\u4e00\u3001\u6a21\u578b\u63a8\u8350\u4e0e\u9009\u578b\u6307\u5357<\/h3>\n<h4>11.1 \u9762\u5411\u4ee3\u7801\u5f00\u53d1<\/h4>\n<table>\n<tr>\u6a21\u578b\u53c2\u6570\u91cf\u663e\u5b58\/\u5185\u5b58\u8981\u6c42\u7279\u70b9\u63a8\u8350\u5ea6<\/tr>\n<tbody>\n<tr>\n<td>qwen2.5-coder:3b<\/td>\n<td>3B<\/td>\n<td>8GB<\/td>\n<td>\u8f7b\u91cf\u5feb&#xff0c;\u9002\u5408\u4f4e\u914d\u673a\u8865\u5168<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>qwen2.5-coder:7b<\/td>\n<td>7B<\/td>\n<td>16GB<\/td>\n<td>\u4ee3\u7801\u751f\u6210\u8d28\u91cf\u597d&#xff0c;\u6027\u4ef7\u6bd4\u738b<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>qwen2.5-coder:14b<\/td>\n<td>14B<\/td>\n<td>32GB<\/td>\n<td>\u66f4\u5f3a&#xff0c;\u9002\u5408\u590d\u6742\u4efb\u52a1<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>deepseek-coder-v2:16b<\/td>\n<td>16B<\/td>\n<td>32GB<\/td>\n<td>DeepSeek \u4ee3\u7801\u6a21\u578b<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>11.2 \u9762\u5411\u901a\u7528\u5bf9\u8bdd<\/h4>\n<table>\n<tr>\u6a21\u578b\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>qwen2.5:7b<\/td>\n<td>\u901a\u7528\u5bf9\u8bdd\u3001\u7ffb\u8bd1\u3001\u603b\u7ed3<\/td>\n<\/tr>\n<tr>\n<td>llama3.1:8b<\/td>\n<td>Meta \u5f00\u6e90&#xff0c;\u82f1\u6587\u80fd\u529b\u5f3a<\/td>\n<\/tr>\n<tr>\n<td>gemma2:9b<\/td>\n<td>Google \u51fa\u54c1&#xff0c;\u8f7b\u91cf\u5747\u8861<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>11.3 \u9009\u578b\u53e3\u8bc0<\/h4>\n<ul>\n<li>16GB \u5185\u5b58 \u2192 \u9996\u9009 qwen2.5-coder:7b<\/li>\n<li>8GB \u5185\u5b58 \u2192 \u7528 qwen2.5-coder:3b<\/li>\n<li>32GB&#043; \u5185\u5b58 \u2192 \u76f4\u63a5\u4e0a 14b \u751a\u81f3 32b<\/li>\n<li>\u4ee3\u7801\u4e3a\u4e3b \u2192 coder \u7cfb\u5217&#xff1b;\u7efc\u5408\u4f7f\u7528 \u2192 \u901a\u7528\u7cfb\u5217<\/li>\n<\/ul>\n<hr \/>\n<h3>\u5341\u4e8c\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u907f\u5751\u6307\u5357<\/h3>\n<h4>12.1 \u547d\u4ee4\u627e\u4e0d\u5230 \/ \u62a5\u9519<\/h4>\n<table>\n<tr>\u73b0\u8c61\u539f\u56e0\u89e3\u51b3<\/tr>\n<tbody>\n<tr>\n<td>ollama \u4e0d\u662f\u5185\u90e8\u6216\u5916\u90e8\u547d\u4ee4<\/td>\n<td>\u73af\u5883\u53d8\u91cf\u672a\u751f\u6548<\/td>\n<td>\u91cd\u5f00 CMD \u6216\u6ce8\u9500\u91cd\u767b<\/td>\n<\/tr>\n<tr>\n<td>\u4e0b\u8f7d\u901f\u5ea6\u6162<\/td>\n<td>\u7f51\u7edc\u95ee\u9898<\/td>\n<td>\u914d\u7f6e\u56fd\u5185\u955c\u50cf\u6e90&#xff08;\u89c1\u4e0b&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>7B \u6a21\u578b\u8dd1\u8d77\u6765\u5f88\u5361<\/td>\n<td>\u5185\u5b58\u4e0d\u8db3<\/td>\n<td>\u6362 3B \u6a21\u578b&#xff0c;\u5173\u6389\u5176\u4ed6\u5927\u7a0b\u5e8f<\/td>\n<\/tr>\n<tr>\n<td>API \u8c03\u7528\u8d85\u65f6<\/td>\n<td>\u6a21\u578b\u9996\u6b21\u52a0\u8f7d\u6162<\/td>\n<td>\u9996\u6b21\u8c03\u7528\u7b49\u4e45\u70b9&#xff0c;\u6216\u5148 ollama run \u9884\u70ed<\/td>\n<\/tr>\n<tr>\n<td>\u7aef\u53e3\u88ab\u5360\u7528<\/td>\n<td>11434 \u88ab\u5360\u7528<\/td>\n<td>\u8bbe\u7f6e OLLAMA_HOST&#061;127.0.0.1:\u65b0\u7aef\u53e3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>12.2 \u56fd\u5185\u955c\u50cf\u52a0\u901f&#xff08;\u4e0b\u8f7d\u6162\u7684\u6551\u661f&#xff09;<\/h4>\n<p>\u65b0\u5efa\u73af\u5883\u53d8\u91cf&#xff1a;<\/p>\n<p>\u53d8\u91cf\u540d&#xff1a;OLLAMA_HOST<br \/>\n\u53d8\u91cf\u503c&#xff1a;\u4f60\u7684\u955c\u50cf\u5730\u5740<\/p>\n<p>&#xff08;\u955c\u50cf\u5730\u5740\u9700\u6839\u636e\u4f60\u5b9e\u9645\u7f51\u7edc\u73af\u5883\u9009\u62e9\u53ef\u8bbf\u95ee\u7684\u6e90&#xff0c;\u8fd9\u91cc\u4e0d\u5c55\u5f00\u63a8\u8350&#xff0c;\u907f\u514d\u5931\u6548\u8bef\u5bfc\u3002&#xff09;<\/p>\n<h4>12.3 \u6a21\u578b\u5b58\u50a8\u4f4d\u7f6e\u4fee\u6539<\/h4>\n<p>\u53c2\u8003\u672c\u6587 3.4 \u8282&#xff0c;\u8bbe\u7f6e OLLAMA_MODELS \u73af\u5883\u53d8\u91cf\u6307\u5411\u975e\u7cfb\u7edf\u76d8&#xff0c;\u9632\u6b62 C \u76d8\u7206\u6ee1\u3002<\/p>\n<h4>12.4 \u540e\u53f0\u5e38\u9a7b \/ \u5f00\u673a\u81ea\u542f<\/h4>\n<p>Ollama \u5b89\u88c5\u540e\u9ed8\u8ba4\u5f00\u673a\u81ea\u542f\u5e76\u5728\u540e\u53f0\u8fd0\u884c&#xff0c;\u5982\u9700\u624b\u52a8\u63a7\u5236&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u505c\u6b62\u670d\u52a1<\/span><br \/>\ntaskkill \/f \/im ollama.exe<br \/>\n<span class=\"token comment\"># \u91cd\u65b0\u542f\u52a8<\/span><br \/>\nollama serve<\/p>\n<hr \/>\n<h3>\u5341\u4e09\u3001\u603b\u7ed3<\/h3>\n<p>\u901a\u8fc7\u672c\u6587&#xff0c;\u4f60\u5df2\u7ecf\u53ef\u4ee5&#xff1a;<\/p>\n<p>\u2705 \u5728\u672c\u5730\u5b89\u88c5 Ollama&#xff0c;\u4e00\u952e\u62c9\u53d6\u4ee3\u7801\u5927\u6a21\u578b \u2705 \u7528\u547d\u4ee4\u884c\u8ddf\u6a21\u578b\u5bf9\u8bdd&#xff0c;\u751f\u6210\u3001\u89e3\u91ca\u3001\u4fee\u590d\u4ee3\u7801 \u2705 \u901a\u8fc7 OpenAI \u517c\u5bb9 API&#xff0c;\u7528 Python \/ Java \u8c03\u7528\u672c\u5730\u6a21\u578b \u2705 \u628a VSCode \/ IDEA \u53d8\u6210\u4f60\u7684&#034;\u79bb\u7ebf\u7f16\u7a0b\u52a9\u624b&#034; \u2705 \u6839\u636e\u81ea\u5df1\u7684\u786c\u4ef6\u914d\u7f6e\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b<\/p>\n<p>Ollama \u7684\u4ef7\u503c\u5728\u4e8e&#xff1a;\u5b83\u662f\u4f60\u901a\u5f80&#034;\u672c\u5730 AI \u5f00\u53d1&#034;\u7684\u5165\u53e3\u2014\u2014\u6570\u636e\u9690\u79c1\u5b89\u5168\u3001\u96f6\u6210\u672c\u3001\u79bb\u7ebf\u53ef\u7528\u3001\u53ef\u7f16\u7a0b\u96c6\u6210\u3002\u65e0\u8bba\u4f60\u662f\u524d\u7aef\u8f6c\u540e\u7aef\u7684\u5b66\u4e60\u8005&#xff0c;\u8fd8\u662f\u65e5\u5e38\u9700\u8981\u5927\u91cf\u5199\u4ee3\u7801\u7684\u5f00\u53d1\u8005&#xff0c;\u88c5\u4e00\u4e2a\u5728\u672c\u5730&#xff0c;\u76f8\u5f53\u4e8e\u968f\u8eab\u5e26\u4e86\u4e00\u4e2a\u4e0d\u8054\u7f51\u3001\u4e0d\u82b1\u94b1\u3001\u8fd8\u61c2\u4ee3\u7801\u7684&#034;\u79c1\u6559&#034;\u3002<\/p>\n<p>\u4e0b\u4e00\u6b65\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u7684\u65b9\u5411&#xff1a;<\/p>\n<ul>\n<li>\u7528\u672c\u5730\u6a21\u578b &#043; LangChain \u642d\u5efa RAG \u77e5\u8bc6\u5e93\u95ee\u7b54<\/li>\n<li>\u7528 ollama run &#043; \u4f60\u81ea\u5df1\u7684\u9879\u76ee\u4ee3\u7801&#xff0c;\u8bad\u7ec3&#034;\u9879\u76ee\u4e13\u5c5e\u95ee\u7b54&#034;<\/li>\n<li>\u628a\u5b83\u63a5\u5165 CI \u6d41\u7a0b\u505a\u4ee3\u7801\u8bc4\u5ba1<\/li>\n<\/ul>\n<p>\u5982\u679c\u672c\u6587\u5bf9\u4f60\u6709\u5e2e\u52a9&#xff0c;\u6b22\u8fce\u70b9\u8d5e\u6536\u85cf&#xff0c;\u6709\u95ee\u9898\u8bc4\u8bba\u533a\u4ea4\u6d41&#xff0c;\u4e00\u8d77\u73a9\u8f6c\u672c\u5730 AI&#xff01;<\/p>\n<hr \/>\n<p>\u672c\u6587\u57fa\u4e8e Ollama 0.5.x \u7248\u672c\u7f16\u5199&#xff0c;\u6a21\u578b\u63a8\u8350\u57fa\u4e8e\u516c\u5f00\u57fa\u51c6\u4e0e\u793e\u533a\u53cd\u9988&#xff0c;\u5b9e\u9645\u4f53\u9a8c\u8bf7\u4ee5\u4f60\u7684\u786c\u4ef6\u73af\u5883\u4e3a\u51c6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u5f55Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218&#xff1a;\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b&#xff0c;\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b\u4e00\u3001\u4e3a\u4ec0\u4e48\u4f60\u9700\u8981\u4e00\u4e2a\u672c\u5730\u5927\u6a21\u578b&#xff1f;\u4e8c\u3001Ollama \u662f\u4ec0\u4e48&#xff1f;\u4e00\u5206\u949f\u641e\u61c22.1 \u5b98\u65b9\u5b9a\u4e492.2 \u6838\u5fc3\u7279\u70b92.3 Ollama \u662f\u600e\u4e48\u5de5\u4f5c\u7684&#xff1f;\u4e09\u3001\u73af\u5883\u51c6\u5907\u4e0e\u5b89\u88c5&#xff08;Windows \u7bc7&#xff09;3.1 \u786c\u4ef6\u5efa\u8bae3.2 \u5b89\u88c5 Ollama3.3 \u9a8c\u8bc1\u662f\u5426\u5b89\u88c5\u6210\u529f\u600e\u4e48\u6ce8\u9500\u91cd\u65b0\u767b\u5f55&#xff08;Windows&#xff09;<\/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":[53],"topic":[],"class_list":["post-100380","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218\uff1a\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b\uff0c\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b - \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\/100380.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218\uff1a\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b\uff0c\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u76ee\u5f55Ollama \u4ece\u5165\u95e8\u5230\u5b9e\u6218&#xff1a;\u672c\u5730\u90e8\u7f72\u4ee3\u7801\u5927\u6a21\u578b&#xff0c;\u96f6\u6210\u672c\u6253\u9020\u4f60\u7684\u79c1\u4eba\u7f16\u7a0b\u52a9\u624b\u4e00\u3001\u4e3a\u4ec0\u4e48\u4f60\u9700\u8981\u4e00\u4e2a\u672c\u5730\u5927\u6a21\u578b&#xff1f;\u4e8c\u3001Ollama \u662f\u4ec0\u4e48&#xff1f;\u4e00\u5206\u949f\u641e\u61c22.1 \u5b98\u65b9\u5b9a\u4e492.2 \u6838\u5fc3\u7279\u70b92.3 Ollama 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