{"id":82410,"date":"2025-04-11T02:16:11","date_gmt":"2025-04-11T02:16:11","guid":{"rendered":"https:\/\/www.azul.com\/blog\/frank-grecos-deep-dive-into-ai-and-java\/"},"modified":"2025-05-09T16:11:06","modified_gmt":"2025-05-09T16:11:06","slug":"frank-grecos-deep-dive-into-ai-and-java","status":"publish","type":"post","link":"https:\/\/www.azul.com\/zh-hans\/blog\/frank-grecos-deep-dive-into-ai-and-java\/","title":{"rendered":"Frank Greco \u6df1\u5165\u63a2\u8ba8 AI \u4e0e Java"},"content":{"rendered":"\n<p><em>3 <\/em><em>\u6708<\/em><em> 13 <\/em><em>\u65e5\uff0c<\/em><em>Azul <\/em><em>\u9080\u8bf7<\/em><em> Java <\/em><em>\u5f00\u53d1\u4eba\u5458\u3001\u7231\u597d\u8005\u548c<\/em><em> Java Champion <\/em><em>\u79f0\u53f7\u83b7\u5f97\u8005\u9f50\u805a\u4e00\u5802\uff0c\u5171\u540c\u5e86\u795d<\/em><em> Java <\/em><em>\u8bde\u751f<\/em><em> 30 <\/em><em>\u5468\u5e74\u3002\u4f17\u591a\u6770\u51fa\u4eba\u58eb\u53d1\u8868\u4e86\u6f14\u8bb2\uff0c\u5176\u4e2d\u5305\u62ec\u9ad8\u7ea7<\/em><em> Java <\/em><em>\u987e\u95ee<\/em><em> Frank Greco<\/em><em>\u3002<\/em><em>Frank <\/em><em>\u63a2\u8ba8\u4e86<\/em><em> AI <\/em><em>\u5982\u4f55\u50cf<\/em><em> Java <\/em><em>\u7b49\u7f16\u7a0b\u8bed\u8a00\u4e00\u6837\u57fa\u4e8e\u6a21\u5f0f\uff0c\u5e76\u5c31<\/em><em> AI <\/em><em>\u4e0e<\/em><em> Java <\/em><em>\u7ed9\u51fa\u4e86\u5177\u4f53\u7684\u6307\u5bfc\u3002<\/em>&nbsp;<\/p>\n\n\n\n<p>\u8ba1\u7b97\u673a\u79d1\u5b66\u3002Java \u7f16\u7a0b\u3002\u4eba\u5de5\u667a\u80fd\u3002\u5982\u679c\u60a8\u8be2\u95ee\u9ad8\u7ea7 Java \u987e\u95ee Frank Greco\uff0c\u8fd9\u4e9b\u770b\u4f3c\u6beb\u4e0d\u76f8\u5173\u7684\u4e8b\u7269\u90fd\u57fa\u4e8e\u540c\u4e00\u70b9\uff0c\u5373\u6a21\u5f0f\u3002\u7531\u4e8e\u5b83\u4eec\u606f\u606f\u76f8\u5173\uff0c\u56e0\u6b64\u8fde\u63a5\u5230 OpenAI \u6216\u5176\u4ed6 AI \u6a21\u578b\u975e\u5e38\u7b80\u5355\u3002\u7136\u800c\uff0c\u91cd\u8981\u7684\u662f\u8981\u8bb0\u4f4f\uff0c\u4e0d\u540c\u7684 AI \u6a21\u578b\u6709\u5176\u72ec\u7279\u7684\u7528\u9014\uff0c\u4e0d\u8d1f\u8d23\u4efb\u5730\u4f7f\u7528 AI \u53ef\u80fd\u4f1a\u5e26\u6765\u5371\u9669\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"965\" height=\"122\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Frank-Grecko-CN.jpg?auto=format&crop=faces,entropy&fit=max&q=80&s=b0b03a7a74d35bb23c0e0e0a010b4355\" alt=\"\" class=\"wp-image-82412\"\/><\/figure>\n<\/div>\n\n\n<p>Frank \u9996\u5148\u89e3\u91ca\u4e86 AI \u4f5c\u4e3a\u6a21\u5f0f\u5339\u914d\u5de5\u5177\u7684\u57fa\u7840\u77e5\u8bc6\u3002Frank \u662f\u4e00\u4f4d\u72c2\u70ed\u7684\u97f3\u4e50\u7231\u597d\u8005\uff0c\u4ed6\u8fd8\u5728\u5c31\u8bfb\u7855\u58eb\u671f\u95f4\u7814\u7a76\u6982\u7387\u5b66\u65f6\uff0c\u5c31\u5c06\u5206\u6790\u65cb\u5f8b\u4f5c\u4e3a\u81ea\u5df1\u7684\u9879\u76ee\u3002\u4ed6\u521b\u4f5c\u4e86\u4e00\u6bb5\u65b0\u7684\u65cb\u5f8b\uff0c\u4f46\u91c7\u7528\u4e86\u53e6\u4e00\u79cd\u98ce\u683c\u3002\u4ed6\u8bf4\u9053\uff0c\u201c\u8fd9\u5c31\u662f\u751f\u6210\u5f0f AI\u3002\u51e0\u5341\u5e74\u524d\uff0c\u6211\u4eec\u5e76\u4e0d\u79f0\u4e4b\u4e3a\u751f\u6210\u5f0f AI\u3002\u6211\u4eec\u79f0\u4e4b\u4e3a\u8ba1\u7b97\u673a\u79d1\u5b66\u3002\u201d<\/p>\n\n\n\n<p>\u5c06 Java \u8fde\u63a5\u5230 AI \u6a21\u578b\u6709\u591a\u7b80\u5355\uff1fFrank \u6f14\u793a\u4e86\u5982\u4f55\u8ba9 OpenAI \u7528\u4e0d\u5230\u4e00\u9875\u7684\u4ee3\u7801\u8bb2\u4e00\u4e2a\u5173\u4e8e\u7528 Java \u7f16\u7a0b\u7684\u6ed1\u7a3d\u7b11\u8bdd\u3002\u7136\u540e\uff0c\u4ed6\u4f7f\u7528\u4e00\u4e2a\u6d41\u884c\u7684\u5e93\u8fde\u63a5\u5230 LLM \u6765\u5b8c\u6210\u4e00\u4e2a\u53e5\u5b50\uff0c\u4f46\u60a8\u9700\u8981<a href=\"https:\/\/www.azul.com\/webinars\/duke-turns-30-celebrating-java\/gate\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u770b\u5b8c\u6574\u4e2a\u6f14\u8bb2<\/a>\u624d\u80fd\u7406\u89e3\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"470\" height=\"268\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Frank-Greco-AI-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=f7a147dffe91f33b57f0be33bccc7089\" alt=\"\" class=\"wp-image-82418\"\/><figcaption class=\"wp-element-caption\">\u5982\u4f55\u8ba9 OpenAI \u7528\u4e0d\u5230\u4e00\u9875\u7684\u4ee3\u7801\u8bb2\u4e00\u4e2a\u5173\u4e8e\u7528 Java \u7f16\u7a0b\u7684\u6ed1\u7a3d\u7b11\u8bdd\u3002<\/figcaption><\/figure>\n\n\n\n<p>API \u53ef\u80fd\u5f88\u7b80\u5355\uff0c\u4f46\u60a8\u5fc5\u987b\u4e86\u89e3 AI \u7684\u57fa\u7840\u77e5\u8bc6\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u6709\u4e00\u4e2a\u7535\u5b50\u5546\u52a1\u5e93\uff0c\u5e76\u4e14\u6b63\u5728\u6784\u5efa\u4e00\u4e2a\u7535\u5b50\u5546\u52a1\u7cfb\u7edf\uff0c\u60a8\u5fc5\u987b\u4e86\u89e3\u7535\u5b50\u5546\u52a1\u3002\u60a8\u8fd8\u5fc5\u987b\u77e5\u9053\u5982\u4f55\u4f7f\u7528\u751f\u6210\u5f0f AI\uff0c\u624d\u80fd\u8d1f\u8d23\u4efb\u4e14\u6709\u6548\u5730\u4f7f\u7528\u5b83\u3002&nbsp;<\/p>\n\n\n\n<p>\u4ece\u6700\u6839\u672c\u7684\u5c42\u9762\u6765\u8bb2\uff0c\u6a21\u5f0f\u662f\u4e00\u5207\u4e8b\u7269\u7684\u57fa\u7840\u3002Frank \u63a2\u8ba8\u4e86\u5783\u573e\u6447\u6eda\u3001\u7235\u58eb\u4e50\u548c\u5e03\u9c81\u65af\u97f3\u4e50\u4e2d\u7684\u6a21\u5f0f\u3002\u52a8\u7269\u9075\u5faa\u6a21\u5f0f\u5bfb\u627e\u98df\u7269\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4ec0\u4e48\u662f-ai-\u548c-ml-nbsp\">\u4ec0\u4e48\u662f AI \u548c ML\uff1f&nbsp;<\/h2>\n\n\n\n<p>AI \u6a21\u62df\u4eba\u7c7b\u667a\u80fd\u3002\u673a\u5668\u5b66\u4e60\u4e0e\u6a21\u5f0f\u6709\u5173\u3002Frank \u8868\u793a\uff0c\u201c\u6240\u4ee5\u4e0d\u662f\u4eba\u4eec\u660e\u786e\u5730\u7f16\u5199\u7a0b\u5e8f\u8ba9\u673a\u5668\u68c0\u6d4b\u6a21\u5f0f\uff0c\u800c\u662f\u673a\u5668\u81ea\u5df1\u5728\u505a\u8fd9\u4ef6\u4e8b\u3002\u201d&nbsp;<\/p>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\u4e2d\u6709\u4e00\u4e2a\u5b50\u96c6\u79f0\u4e3a\u6df1\u5ea6\u5b66\u4e60\uff0c\u5176\u4e2d\u53c8\u5206\u4e3a\u4e24\u4e2a\u5b50\u96c6\uff0c\u5373\u9884\u6d4b\u5f0f AI \u548c\u751f\u6210\u5f0f AI\u3002&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9884\u6d4b\u5f0f<\/strong><strong> AI<\/strong> \u5df2\u7ecf\u4f7f\u7528\u4e86\u5927\u7ea6 20 \u5e74\uff0c\u5e76\u4e14\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u521b\u6536\u6765\u6e90\uff0c\u5c24\u5176\u662f\u5bf9 Google \u548c Amazon \u8fd9\u6837\u7684\u516c\u53f8\u800c\u8a00\u3002\u00a0<\/li>\n\n\n\n<li><strong>\u751f\u6210\u5f0f<\/strong><strong> AI<\/strong> \u53ef\u4ee5\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u5b66\u4e60\u548c\u6a21\u4eff\u4ee5\u521b\u5efa\u65b0\u5185\u5bb9\uff0c\u5e76\u4e14\u5728\u8fc7\u53bb\u4e09\u5e74\u4e2d\u4e00\u76f4\u975e\u5e38\u706b\u7206\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<p>Frank \u4e13\u6ce8\u4e8e\u751f\u6210\u5f0f AI\uff0c\u4ed6\u5c06 Java \u5f00\u53d1\u4eba\u5458\u7684\u65e5\u5e38\u5de5\u4f5c\u5206\u4e3a\u56db\u7c7b\uff1a\u00a0\u00a0<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6784\u601d\uff1a<\/strong>\u63d0\u51fa\u9700\u6c42\u5e76\u6784\u5efa\u539f\u578b\u00a0<\/li>\n\n\n\n<li><strong>\u5f00\u53d1\uff1a<\/strong>\u7f16\u5199\u4ee3\u7801\u5e76\u6267\u884c\u5355\u5143\u6d4b\u8bd5\u00a0<\/li>\n\n\n\n<li><strong>\u90e8\u7f72\uff1a<\/strong>\u5c06\u4ea7\u54c1\u6295\u5165\u751f\u4ea7\u3001\u8ddf\u8e2a\u6307\u6807\u548c\u96c6\u6210\u6d4b\u8bd5\u00a0<\/li>\n\n\n\n<li><strong>\u7ef4\u62a4\uff1a<\/strong>\u8fdb\u884c\u4f9b\u5e94\u5546\u66f4\u65b0\u3001\u6280\u672f\u652f\u6301\u548c\u95ee\u9898\u8ddf\u8e2a\u00a0<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u4e9b\u7c7b\u522b\u4e2d\u53ea\u6709\u4e00\u4e2a\u6d89\u53ca\u4ee3\u7801\u751f\u6210\uff0c\u4f46\u5b83\u4eec\u90fd\u4f1a\u53d7\u5230\u751f\u6210\u5f0f AI \u7684\u5f71\u54cd\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e76\u975e\u65b0\u9c9c\u4e8b\u7269\">\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e76\u975e\u65b0\u9c9c\u4e8b\u7269\u00a0<\/h2>\n\n\n\n<p>Frank \u5f15\u7528\u4e86 Google 2017 \u5e74\u53d1\u8868\u7684\u4e00\u7bc7\u540d\u4e3a\u300aAttention Is All You Need\u300b\uff08\u6ce8\u610f\u529b\u5c31\u662f\u4f60\u6240\u9700\u8981\u7684\u4e00\u5207\uff09\u7684\u8bba\u6587\u3002\u8fd9\u7bc7\u8bba\u6587\u5173\u6ce8\u7684\u662f\u6211\u4eec\u5982\u4f55\u770b\u5f85\u8bcd\u8bed\uff0c\u7279\u522b\u662f\u8bcd\u8bed\u4e4b\u95f4\u5982\u4f55\u76f8\u4e92\u5173\u8054\u3002&nbsp;<\/p>\n\n\n\n<p>\u518d\u6b21\u63d0\u5230 Java\uff0cFrank \u8868\u793a\uff0c\u8be5\u8bba\u6587\u4e2d\u5f15\u5165\u7684 Transformer \u67b6\u6784\u4f7f\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u5e76\u884c\u5316\u3002\u4ece\u90e8\u7f72\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u8fd9\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u60f3\u6cd5\u3002\u795e\u7ecf\u7f51\u7edc\u9700\u8981\u8bad\u7ec3\u3002\u5728\u6570\u636e\u8bad\u7ec3\u4e4b\u524d\uff0c\u795e\u7ecf\u7f51\u7edc\u5145\u6ee1\u4e86\u968f\u673a\u6982\u7387\u3002\u968f\u7740\u60a8\u8f93\u5165\u66f4\u591a\u6570\u636e\uff0c\u67d0\u4e9b\u8def\u5f84\u4f1a\u5f97\u5230\u5f3a\u5316\u3002\u4e0d\u4e45\u4e4b\u540e\uff0c\u5b83\u5c31\u53ef\u4ee5\u5b8c\u6210\u60a8\u7684\u6587\u672c\u5e76\u901a\u8fc7\u795e\u7ecf\u7f51\u7edc\u627e\u5230\u6700\u53ef\u80fd\u7684\u8def\u5f84\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"280\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Frank-Greco-Before-Training-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=e6e757c93612c62bf775abad0ba59d37\" alt=\"\" class=\"wp-image-82430\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"432\" height=\"244\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Frank-Greco-After-Training.png?auto=format&crop=faces,entropy&fit=max&q=80&s=45de5fac815e47db82df71e38df93407\" alt=\"\" class=\"wp-image-82424\"\/><figcaption class=\"wp-element-caption\">\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u968f\u7740\u60a8\u8f93\u5165\u6570\u636e\uff0c\u67d0\u4e9b\u8def\u5f84\u4f1a\u5f97\u5230\u5f3a\u5316\u3002<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"468\" height=\"264\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Frank-Greco-Inference-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=ca4fff4d021daec849b5d736bc63c6ff\" alt=\"\" class=\"wp-image-82442\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"432\" height=\"242\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Frank-Greco-Inference-After-TRaining-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=0610db027b82abd391a88fb7edfbd098\" alt=\"\" class=\"wp-image-82454\"\/><figcaption class=\"wp-element-caption\">\u4e0a\u4e0b\u6587\u8d8a\u5408\u9002\uff0c\u54cd\u5e94\u5c31\u8d8a\u597d\u3002<\/figcaption><\/figure>\n\n\n\n<p>Frank \u89e3\u91ca\u8bf4\uff0c\u60a8\u53ef\u4ee5\u5728\u6ca1\u6709\u5e93\u7684\u60c5\u51b5\u4e0b\u5c06 Java \u7528\u4e8e AI\uff0c\u56e0\u4e3a Java \u8fd8\u6ca1\u6709\u50cf Python \u90a3\u6837\u6784\u5efa\u5e93\u3002\u7136\u800c\uff0c\u4ed6\u8b66\u544a\u8bf4\uff0c\u5728 AI \u6a21\u578b\u4e4b\u95f4\u5207\u6362\uff0c\u6bd4\u5982\u4ece Google Gemini \u5207\u6362\u5230 OpenAI\uff0c\u53ef\u80fd\u4f1a\u5f88\u6709\u6311\u6218\u6027\u3002\u4e0d\u8fc7\uff0c\u50cf Langchain4j \u8fd9\u6837\u7684\u5de5\u5177\u53ef\u80fd\u4f1a\u6709\u6240\u5e2e\u52a9\u3002&nbsp;<\/p>\n\n\n\n<p>Frank \u6700\u540e\u8868\u793a\uff0c\u8c28\u614e\u884c\u4e8b\u5f88\u91cd\u8981\u3002\u4ed6\u8bf4\u9053\uff0c\u201c\u4e00\u65e6\u60a8\u5904\u4e8e\u67d0\u79cd\u7279\u5b9a\u7684\u60c5\u51b5\uff0c\u60a8\u5c31\u5fc5\u987b\u8ba9\u6cd5\u52a1\u90e8\u95e8\u53c2\u4e0e\u8fdb\u6765\uff0c\u6bd4\u5982\u8bf4\uff0c\u6211\u4eec\u662f\u5426\u5e94\u8be5\u63a8\u8fdb\u8fd9\u4ef6\u4e8b\uff1f\u662f\u5426\u5b58\u5728\u9053\u5fb7\u95ee\u9898\uff1f\u662f\u5426\u5b58\u5728\u5408\u89c4\u6027\u95ee\u9898\uff1f\u662f\u5426\u5b58\u5728\u76d1\u7ba1\u95ee\u9898\uff1f\u201d<\/p>\n\n\n\n<p>Frank \u7684\u6f14\u8bb2\u4e2d\u8fd8\u6709\u66f4\u591a\u5185\u5bb9\u3002\u8981\u67e5\u770b\u5b8c\u6574\u5185\u5bb9\uff0c\u8bf7\u8bbf\u95ee\u6211\u4eec\u7f51\u7ad9\u7684 <a href=\"https:\/\/www.azul.com\/webinars\/duke-turns-30-celebrating-java\/gate\/\">Duke Turns 30<\/a> \u7248\u5757\u3002&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.azul.com\/webinars\/duke-turns-30-celebrating-java\/gate\/\"><img loading=\"lazy\" decoding=\"async\" width=\"728\" height=\"90\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/DT30-Leaderboard-Ad-728x90-CTA.png?auto=format&crop=faces,entropy&fit=max&q=80&s=0016981d29e56945417e05c01f0004e2\" alt=\"\" class=\"wp-image-80939\"\/><\/a><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Frank discusses how AI, like programming languages including Java, is based on patterns, and gives specific guidance on AI and 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