{"id":13704,"date":"2025-01-21T17:46:54","date_gmt":"2025-01-21T09:46:54","guid":{"rendered":"http:\/\/www.aiersheng.cc\/?p=13704"},"modified":"2026-05-02T19:36:44","modified_gmt":"2026-05-02T11:36:44","slug":"ai-%e8%87%aa%e5%8a%a8%e7%94%9f%e6%88%90%e4%bb%a3%e7%a0%81%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/www.aiersheng.cc\/?p=13704","title":{"rendered":"AI \u81ea\u52a8\u751f\u6210\u4ee3\u7801\u5de5\u5177"},"content":{"rendered":"<div class=\"flex max-w-full flex-col flex-grow\" data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<div class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words text-start [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"c9bb783e-965b-42aa-a37f-58dc6366fb3b\" data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\" data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<div class=\"markdown prose w-full break-words dark:prose-invert light\" data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<h2 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u4e00\u3001AI \u81ea\u52a8\u751f\u6210\u4ee3\u7801\u5de5\u5177\u6982\u8ff0<\/h2>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">1. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">GitHub Copilot<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">GitHub Copilot \u662f\u7531 GitHub \u548c OpenAI \u8054\u5408\u5f00\u53d1\u7684\u4e00\u6b3e AI \u4ee3\u7801\u52a9\u624b\u3002\u57fa\u4e8e OpenAI \u7684 Codex \u6a21\u578b\uff0cGitHub Copilot \u80fd\u591f\u6839\u636e\u5f00\u53d1\u8005\u8f93\u5165\u7684\u6ce8\u91ca\u6216\u51fd\u6570\u540d\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u3002\u5b83\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u80fd\u591f\u667a\u80fd\u5730\u63a8\u8350\u6574\u4e2a\u4ee3\u7801\u7247\u6bb5\u6216\u51fd\u6570\u7ed3\u6784\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u9ad8\u5f00\u53d1\u8005\u7684\u7f16\u7801\u6548\u7387\u3002\u65e0\u8bba\u662f\u7f16\u5199\u5e38\u89c4\u7684\u4e1a\u52a1\u903b\u8f91\uff0c\u8fd8\u662f\u5b9e\u73b0\u590d\u6742\u7684\u7b97\u6cd5\uff0cCopilot \u90fd\u80fd\u63d0\u4f9b\u5b9e\u65f6\u7684\u5e2e\u52a9\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001JavaScript\u3001TypeScript\u3001Java \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u4ece\u521d\u5b66\u8005\u5230\u4e13\u4e1a\u5f00\u53d1\u8005\uff0c\u5c24\u5176\u662f\u9700\u8981\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u7684\u7a0b\u5e8f\u5458\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">2. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Tabnine<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Tabnine \u662f\u4e00\u4e2a\u57fa\u4e8e GPT-3 \u7684\u667a\u80fd\u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u80fd\u591f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u667a\u80fd\u7684\u4ee3\u7801\u5efa\u8bae\u3002\u5b83\u901a\u8fc7\u5206\u6790\u4e0a\u4e0b\u6587\u548c\u5f00\u53d1\u8005\u7684\u7f16\u7801\u4e60\u60ef\uff0c\u751f\u6210\u7cbe\u786e\u7684\u4ee3\u7801\u7247\u6bb5\u3002\u8fd9\u6b3e\u5de5\u5177\u53ef\u4ee5\u96c6\u6210\u5230\u591a\u79cd IDE\uff08\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff09\u4e2d\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u52a0\u9ad8\u6548\u5730\u7f16\u5199\u4ee3\u7801\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001JavaScript\u3001Java\u3001C++ \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u4ece\u521d\u5b66\u8005\u5230\u9ad8\u7ea7\u5f00\u53d1\u8005\uff0c\u5c24\u5176\u9002\u5408\u5927\u578b\u9879\u76ee\u7684\u5f00\u53d1\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">3. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Codex (OpenAI Codex)<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">OpenAI Codex \u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u751f\u6210\u4ee3\u7801\u7684 AI \u6a21\u578b\uff0c\u5b83\u80fd\u591f\u6839\u636e\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u751f\u6210\u4ee3\u7801\u3002Codex \u4e0d\u4ec5\u652f\u6301\u5e38\u89c1\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u8fd8\u80fd\u7406\u89e3\u548c\u6267\u884c\u590d\u6742\u7684\u7f16\u7a0b\u4efb\u52a1\u3002GitHub Copilot \u5c31\u662f\u57fa\u4e8e Codex \u6a21\u578b\u7684\u3002\u901a\u8fc7 Codex\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u76f4\u63a5\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u9700\u8981\u5b9e\u73b0\u7684\u529f\u80fd\uff0cCodex \u4f1a\u81ea\u52a8\u751f\u6210\u5bf9\u5e94\u7684\u4ee3\u7801\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001JavaScript\u3001Ruby\u3001Java\u3001Go \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u9700\u8981\u5feb\u901f\u539f\u578b\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\u3001AI \u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">4. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">IntelliCode (Visual Studio)<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">IntelliCode \u662f\u7531\u5fae\u8f6f\u63a8\u51fa\u7684\u4e00\u6b3e AI \u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u96c6\u6210\u5728 Visual Studio \u4e2d\u3002\u5b83\u53ef\u4ee5\u5206\u6790\u4ee3\u7801\u5e93\u548c\u6700\u4f73\u7f16\u7a0b\u5b9e\u8df5\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7f16\u5199\u7b26\u5408\u6807\u51c6\u548c\u9ad8\u6548\u7684\u4ee3\u7801\u3002\u9664\u4e86\u63d0\u4f9b\u81ea\u52a8\u8865\u5168\u5efa\u8bae\uff0cIntelliCode \u8fd8\u80fd\u591f\u7ed9\u51fa\u6027\u80fd\u4f18\u5316\u7684\u5efa\u8bae\uff0c\u786e\u4fdd\u4ee3\u7801\u7684\u8d28\u91cf\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aC#\u3001C++\u3001Python \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1aVisual Studio \u7528\u6237\uff0c\u5c24\u5176\u662f\u4f01\u4e1a\u7ea7\u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">5. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Kite<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Kite \u662f\u4e00\u6b3e\u57fa\u4e8e AI \u7684\u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u80fd\u591f\u5e2e\u52a9\u5f00\u53d1\u8005\u81ea\u52a8\u8865\u5168\u51fd\u6570\u3001\u65b9\u6cd5\u8c03\u7528\u548c\u4ee3\u7801\u793a\u4f8b\u3002\u5b83\u4e0d\u4ec5\u652f\u6301\u4ee3\u7801\u8865\u5168\uff0c\u8fd8\u80fd\u6839\u636e\u4e0a\u4e0b\u6587\u63d0\u4f9b\u76f8\u5173\u4ee3\u7801\u7247\u6bb5\u548c\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u5408 Python \u548c JavaScript \u5f00\u53d1\u8005\u4f7f\u7528\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001JavaScript\u3001Go \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1aPython \u5f00\u53d1\u8005\u3001AI \u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">6. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">DeepCode (\u73b0\u88ab Snyk \u6536\u8d2d)<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">DeepCode \u662f\u4e00\u6b3e\u57fa\u4e8e AI \u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\uff0c\u5b83\u80fd\u591f\u5206\u6790\u4ee3\u7801\u4e2d\u7684\u6f5c\u5728\u95ee\u9898\uff0c\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\uff0c\u5e76\u5e2e\u52a9\u5f00\u53d1\u8005\u53d1\u73b0\u53ef\u80fd\u7684\u9519\u8bef\u3002\u901a\u8fc7 AI \u7684\u5206\u6790\uff0cDeepCode \u53ef\u4ee5\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u4ee3\u7801\u6539\u8fdb\u5efa\u8bae\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u8d28\u91cf\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001Java\u3001JavaScript \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u9700\u8981\u8fdb\u884c\u4ee3\u7801\u5ba1\u67e5\u548c\u4f18\u5316\u7684\u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">7. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Sourcery<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Sourcery \u662f\u4e00\u6b3e\u4e13\u4e3a Python \u4ee3\u7801\u91cd\u6784\u548c\u4f18\u5316\u8bbe\u8ba1\u7684 AI \u5de5\u5177\u3002\u5b83\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u5e76\u91cd\u6784\u4e0d\u4f18\u5316\u7684\u4ee3\u7801\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u63d0\u9ad8\u4ee3\u7801\u8d28\u91cf\u548c\u53ef\u8bfb\u6027\u3002\u5bf9\u4e8e Python \u5f00\u53d1\u8005\u6765\u8bf4\uff0cSourcery \u662f\u63d0\u5347\u4ee3\u7801\u8d28\u91cf\u7684\u5f97\u529b\u52a9\u624b\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1aPython \u5f00\u53d1\u8005\uff0c\u7279\u522b\u662f\u91cd\u89c6\u4ee3\u7801\u8d28\u91cf\u548c\u6027\u80fd\u7684\u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<hr data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" \/>\n<h2 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u4e8c\u3001AI \u8f85\u52a9\u4ee3\u7801\u751f\u6210\u5e73\u53f0<\/h2>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\" data-immersive-translate-paragraph=\"1\">1. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Replit<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">Replit \u662f\u4e00\u6b3e\u5728\u7ebf\u7f16\u7a0b\u73af\u5883\uff0c\u5185\u7f6e AI \u7f16\u7a0b\u52a9\u624b\uff0c\u80fd\u591f\u6839\u636e\u5f00\u53d1\u8005\u8f93\u5165\u7684\u6307\u4ee4\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u3002\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0cReplit \u9002\u7528\u4e8e\u5feb\u901f\u539f\u578b\u5f00\u53d1\u548c\u7f16\u7a0b\u6559\u80b2\u573a\u666f\u3002\u5f00\u53d1\u8005\u53ea\u9700\u8981\u63d0\u4f9b\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0cAI \u5c31\u80fd\u591f\u81ea\u52a8\u751f\u6210\u5bf9\u5e94\u7684\u4ee3\u7801\u3002<\/p>\n<ul data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001JavaScript\u3001Ruby \u7b49\u3002<\/li>\n<li data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\"><strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u7f16\u7a0b\u65b0\u624b\u3001\u5feb\u901f\u539f\u578b\u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<h3 data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">2. <strong data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">AutoML (Google Cloud AutoML)<\/strong><\/h3>\n<p data-immersive-translate-walked=\"a885d96b-306a-4d3f-99c8-c20ed2de9a88\">AutoML \u662f Google \u63d0\u4f9b\u7684\u81ea\u52a8\u5316\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u65e8\u5728\u5e2e\u52a9\u4e0d\u719f\u6089\u6df1\u5ea6\u5b66\u4e60\u6216\u673a\u5668\u5b66\u4e60\u7684\u5f00\u53d1\u8005\u81ea\u52a8\u751f\u6210\u6a21\u578b\u548c\u4ee3\u7801\u3002\u7528\u6237\u53ea\u9700\u4e0a\u4f20\u6570\u636e\uff0cAutoML \u4f1a\u81ea\u52a8\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u67b6\u6784\uff0c\u5e76\u751f\u6210\u8bad\u7ec3\u548c\u63a8\u7406\u7684\u4ee3\u7801\uff0c\u6781\u5927\u5730\u7b80\u5316\u4e86\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u6784\u5efa\u8fc7\u7a0b\u3002<\/p>\n<ul>\n<li><strong>\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001TensorFlow \u7b49\u3002<\/li>\n<li><strong>\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u6570\u636e\u79d1\u5b66\u5bb6\u3001AI \u5f00\u53d1\u8005\uff0c\u5c24\u5176\u662f\u6ca1\u6709\u6df1\u5ea6\u5b66\u4e60\u7ecf\u9a8c\u7684\u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<h3>3. <strong>DataRobot<\/strong><\/h3>\n<p>DataRobot \u662f\u4e00\u6b3e\u81ea\u52a8\u5316\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u6570\u636e\u81ea\u52a8\u751f\u6210\u6700\u5408\u9002\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u76f8\u5173\u4ee3\u7801\u3002\u5b83\u652f\u6301\u4e00\u7cfb\u5217\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5e76\u80fd\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u6a21\u578b\u7684\u89e3\u91ca\u548c\u4f18\u5316\u5efa\u8bae\u3002<\/p>\n<ul>\n<li><strong>\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3001R \u7b49\u3002<\/li>\n<li><strong>\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u3002<\/li>\n<\/ul>\n<h3>4. <strong>Lobe (Microsoft)<\/strong><\/h3>\n<p>Lobe \u662f\u5fae\u8f6f\u63a8\u51fa\u7684\u4e00\u6b3e\u7b80\u5355\u6613\u7528\u7684\u673a\u5668\u5b66\u4e60\u5de5\u5177\uff0c\u4e13\u4e3a\u975e\u7f16\u7a0b\u4eba\u5458\u8bbe\u8ba1\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e0a\u4f20\u56fe\u50cf\u6216\u6570\u636e\uff0cLobe \u4f1a\u81ea\u52a8\u751f\u6210\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5e76\u63d0\u4f9b Python \u4ee3\u7801\u7684\u5bfc\u51fa\u529f\u80fd\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n<ul>\n<li><strong>\u652f\u6301\u8bed\u8a00<\/strong>\uff1aPython\u3002<\/li>\n<li><strong>\u9002\u7528\u4eba\u7fa4<\/strong>\uff1a\u975e\u7f16\u7a0b\u4eba\u5458\u3001\u521d\u5b66\u8005\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e09\u3001AI \u81ea\u52a8\u5316\u7f16\u7a0b\u5de5\u5177\u7684\u5e94\u7528<\/h2>\n<h3>1. <strong>\u81ea\u52a8\u751f\u6210\u6a21\u578b\u4ee3\u7801<\/strong><\/h3>\n<p>\u5728\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\uff0cAI \u5de5\u5177\u80fd\u591f\u81ea\u52a8\u6839\u636e\u6570\u636e\u751f\u6210\u6a21\u578b\u4ee3\u7801\u3002\u50cf <strong>Google AutoML<\/strong>\u3001<strong>DataRobot<\/strong> \u8fd9\u6837\u7684\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u4ece\u6570\u636e\u51fa\u53d1\uff0c\u81ea\u52a8\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5\u5e76\u751f\u6210\u8bad\u7ec3\u548c\u9884\u6d4b\u7684\u4ee3\u7801\u3002<\/p>\n<h3>2. <strong>\u81ea\u52a8\u5316\u7b97\u6cd5\u4f18\u5316<\/strong><\/h3>\n<p>AI \u5de5\u5177\u4e0d\u4ec5\u53ef\u4ee5\u751f\u6210\u4ee3\u7801\uff0c\u8fd8\u80fd\u81ea\u52a8\u4f18\u5316\u7b97\u6cd5\u3002\u4f8b\u5982\uff0c<strong>DeepCode<\/strong> \u80fd\u81ea\u52a8\u5206\u6790\u4ee3\u7801\u7684\u6027\u80fd\u5e76\u7ed9\u51fa\u4f18\u5316\u5efa\u8bae\uff0c<strong>IntelliCode<\/strong> \u80fd\u6839\u636e\u6700\u4f73\u5b9e\u8df5\u63d0\u4f9b\u4ee3\u7801\u8865\u5168\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5199\u51fa\u66f4\u9ad8\u6548\u7684\u4ee3\u7801\u3002<\/p>\n<h3>3. <strong>\u751f\u6210\u7279\u5b9a\u4efb\u52a1\u4ee3\u7801<\/strong><\/h3>\n<p>AI \u5de5\u5177\u80fd\u591f\u6839\u636e\u4efb\u52a1\u7684\u63cf\u8ff0\u751f\u6210\u7279\u5b9a\u7684\u4ee3\u7801\u3002\u6bd4\u5982\uff0c\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d\uff0c<strong>OpenAI Codex<\/strong> \u80fd\u6839\u636e\u81ea\u7136\u8bed\u8a00\u7684\u9700\u6c42\u63cf\u8ff0\u751f\u6210\u6587\u672c\u5206\u7c7b\u3001\u60c5\u611f\u5206\u6790\u7b49\u4efb\u52a1\u7684\u4ee3\u7801\u3002\u5f00\u53d1\u8005\u53ea\u9700\u7b80\u5355\u63cf\u8ff0\u4efb\u52a1\uff0cAI \u5c31\u4f1a\u751f\u6210\u5bf9\u5e94\u7684\u4ee3\u7801\u6846\u67b6\u3002<\/p>\n<h3>4. <strong>\u4ee3\u7801\u5ba1\u67e5\u4e0e\u8d28\u91cf\u68c0\u67e5<\/strong><\/h3>\n<p>\u901a\u8fc7 AI \u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5982 <strong>DeepCode<\/strong> \u548c <strong>Sourcery<\/strong>\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5bf9\u73b0\u6709\u4ee3\u7801\u8fdb\u884c\u5ba1\u67e5\u548c\u4f18\u5316\u3002\u8fd9\u4e9b\u5de5\u5177\u80fd\u591f\u8bc6\u522b\u6f5c\u5728\u7684\u9519\u8bef\u548c\u4ee3\u7801\u8d28\u91cf\u95ee\u9898\uff0c\u5e76\u63d0\u4f9b\u4f18\u5316\u5efa\u8bae\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u6027\u80fd\u3002<\/p>\n<h3>5. <strong>\u4ee3\u7801\u8865\u5168\u4e0e\u667a\u80fd\u5efa\u8bae<\/strong><\/h3>\n<p>AI \u5de5\u5177\u5982 <strong>Kite<\/strong> \u548c <strong>Tabnine<\/strong> \u53ef\u4ee5\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u667a\u80fd\u4ee3\u7801\u8865\u5168\u3001\u51fd\u6570\u8c03\u7528\u63d0\u793a\u548c\u4ee3\u7801\u793a\u4f8b\u3002\u65e0\u8bba\u662f\u5e38\u89c4\u4ee3\u7801\u7f16\u5199\uff0c\u8fd8\u662f\u590d\u6742\u7684\u7b97\u6cd5\u5b9e\u73b0\uff0c\u8fd9\u4e9b\u5de5\u5177\u90fd\u80fd\u63d0\u4f9b\u5b9e\u65f6\u5e2e\u52a9\uff0c\u51cf\u5c11\u91cd\u590d\u6027\u5de5\u4f5c\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001\u603b\u7ed3<\/h2>\n<p>AI \u81ea\u52a8\u751f\u6210\u4ee3\u7801\u7684\u5de5\u5177\u548c\u5e73\u53f0\u6781\u5927\u5730\u63d0\u5347\u4e86\u8f6f\u4ef6\u5f00\u53d1\u3001\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u9879\u76ee\u7684\u6548\u7387\u3002\u65e0\u8bba\u662f\u5728\u7f16\u7801\u8fc7\u7a0b\u4e2d\u7684\u667a\u80fd\u5efa\u8bae\u3001\u6a21\u578b\u8bad\u7ec3\u4e0e\u4f18\u5316\uff0c\u8fd8\u662f\u5728\u4ee3\u7801\u5ba1\u67e5\u548c\u8d28\u91cf\u63d0\u5347\u65b9\u9762\uff0cAI \u90fd\u80fd\u63d0\u4f9b\u5f3a\u5927\u7684\u652f\u6301\u3002\u4f7f\u7528\u8fd9\u4e9b AI \u5de5\u5177\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8282\u7701\u5927\u91cf\u7684\u65f6\u95f4\u548c\u7cbe\u529b\uff0c\u5c06\u66f4\u591a\u7684\u7cbe\u529b\u6295\u5165\u5230\u521b\u65b0\u548c\u590d\u6742\u95ee\u9898\u7684\u89e3\u51b3\u4e0a\u3002<\/p>\n<p>\u968f\u7740 AI \u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u7684\u80fd\u529b\u4e5f\u5c06\u8d8a\u6765\u8d8a\u5f3a\u5927\u3002\u5bf9\u4e8e\u521d\u5b66\u8005\u3001\u4e13\u4e1a\u5f00\u53d1\u8005\u4ee5\u53ca\u6570\u636e\u79d1\u5b66\u5bb6\u6765\u8bf4\uff0c\u4e86\u89e3\u548c\u638c\u63e1\u8fd9\u4e9b\u5de5\u5177\uff0c\u5c06\u4f7f\u4ed6\u4eec\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u4e8b\u534a\u529f\u500d\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u5f00\u59cb\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u73b0\u5728\u5c31\u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u65f6\u673a\uff01<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mb-2 flex gap-3 empty:hidden -ml-2\">\n<div class=\"items-center justify-start rounded-xl p-1 flex\">\n<div class=\"flex items-center\"><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"Read aloud\" data-testid=\"voice-play-turn-action-button\"><\/button><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"\u590d\u5236\" data-testid=\"copy-turn-action-button\"><\/button><\/p>\n<div class=\"flex\">\u00a0<\/div>\n<p><button class=\"rounded-lg text-token-text-secondary hover:bg-token-main-surface-secondary\" aria-label=\"\u5728\u753b\u5e03\u4e2d\u7f16\u8f91\"><\/button><\/p>\n<div class=\"flex items-center pb-0\"><span class=\"overflow-hidden text-clip whitespace-nowrap text-sm\">4o<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001AI \u81ea\u52a8\u751f\u6210\u4ee3\u7801\u5de5\u5177\u6982\u8ff0 1. GitHub Copilot GitHub Copilot \u662f\u7531 Git [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[172],"tags":[],"content_type":[],"class_list":["post-13704","post","type-post","status-publish","format-standard","hentry","category-zyxz"],"_links":{"self":[{"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=\/wp\/v2\/posts\/13704","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13704"}],"version-history":[{"count":0,"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=\/wp\/v2\/posts\/13704\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13704"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13704"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13704"},{"taxonomy":"content_type","embeddable":true,"href":"https:\/\/www.aiersheng.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fcontent_type&post=13704"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}