{"id":10020967,"date":"2025-08-21T21:25:21","date_gmt":"2025-08-21T13:25:21","guid":{"rendered":"https:\/\/itmax.cn\/?p=10020967"},"modified":"2025-08-21T21:25:21","modified_gmt":"2025-08-21T13:25:21","slug":"pycharm-2025-2%ef%bc%9a%e9%9d%a2%e5%90%91%e5%b7%a5%e7%a8%8b%e5%b8%88%e7%9a%84-ai-%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10020967","title":{"rendered":"PyCharm 2025.2\uff1a\u9762\u5411\u5de5\u7a0b\u5e08\u7684 AI \u5de5\u5177"},"content":{"rendered":"<h3>\u5f15\u8a00<\/h3>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0cAI \u5de5\u7a0b\u5e08\u5bf9\u5f00\u53d1\u5de5\u5177\u7684\u9700\u6c42\u4e5f\u5728\u4e0d\u65ad\u63d0\u5347\u3002PyCharm 2025.2 \u7248\u672c\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684 AI \u5de5\u5177\u5305\uff0c\u5c06 AI \u5f00\u53d1\u6240\u9700\u7684\u5b9e\u9a8c\u3001\u8c03\u8bd5\u3001\u8bc4\u4f30\u548c\u90e8\u7f72\u529f\u80fd\u539f\u751f\u96c6\u6210\u5230 IDE \u4e2d\u3002\u8fd9\u4e00\u91cd\u5927\u66f4\u65b0\u4e0d\u4ec5\u63d0\u5347\u4e86\u5f00\u53d1\u6548\u7387\uff0c\u4e5f\u4e3a AI \u5de5\u7a0b\u5e08\u63d0\u4f9b\u4e86\u66f4\u5f3a\u5927\u7684\u5de5\u5177\u652f\u6301\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd PyCharm 2025.2 \u4e2d\u7684 AI \u5de5\u5177\u5305\u53ca\u5176\u76f8\u5173\u529f\u80fd\u3002<\/p>\n<h3>\u6b63\u6587\u5185\u5bb9<\/h3>\n<h4>1. \u7edf\u4e00\u7684 PyCharm \u4ea7\u54c1\u7ebf<\/h4>\n<p>PyCharm 2025.2 \u6807\u5fd7\u7740 PyCharm \u793e\u533a\u7248\u7684\u4e00\u4e2a\u91cd\u8981\u8f6c\u6298\u70b9\u3002\u4e3a\u4e86\u4f7f PyCharm \u6210\u4e3a\u4e00\u6b3e\u529f\u80fd\u66f4\u5f3a\u5927\u7684\u7edf\u4e00\u4ea7\u54c1\uff0c2025.2 \u5c06\u662f PyCharm \u793e\u533a\u7248\u7684\u6700\u540e\u4e00\u4e2a\u53d7\u652f\u6301\u7248\u672c\u3002\u4ece 2025.3 \u7248\u672c\u5f00\u59cb\uff0cJetBrains \u5c06\u63d0\u4f9b\u65e0\u7f1d\u8fc1\u79fb\u5230\u7edf\u4e00 PyCharm \u7684\u65b9\u5f0f\u3002<\/p>\n<p>\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 Toolbox App \u6216\u4ea7\u54c1\u5185\u5347\u7ea7\u901a\u77e5\u5347\u7ea7\u5230 2025.2 \u793e\u533a\u7248\u3002\u5bf9\u4e8e\u5e0c\u671b\u7acb\u5373\u5f00\u59cb\u4f7f\u7528\u7edf\u4e00 PyCharm \u7684\u7528\u6237\uff0c\u73b0\u5728\u5c31\u53ef\u4ee5\u514d\u8d39\u4e0b\u8f7d\u5e76\u4e0e Jupyter Notebook \u4e00\u8d77\u4f7f\u7528\uff0c\u65e0\u9700\u7b49\u5f85\u8fc1\u79fb\u3002<\/p>\n<h4>2. AI \u5de5\u5177\u5305\uff08\u4e13\u4e1a\u7248\uff09<\/h4>\n<p>PyCharm AI \u5de5\u5177\u5305\u662f\u672c\u6b21\u66f4\u65b0\u7684\u6838\u5fc3\u529f\u80fd\uff0c\u5b83\u5c06 AI \u5f00\u53d1\u76f4\u63a5\u96c6\u6210\u5230 PyCharm \u4e2d\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u719f\u6089\u7684\u73af\u5883\u6765\u5b8c\u6210 AI \u5f00\u53d1\u7684\u5404\u4e2a\u73af\u8282\u3002AI \u5de5\u5177\u5305\u5305\u542b\u4ee5\u4e0b\u4e3b\u8981\u529f\u80fd\uff1a<\/p>\n<h5>2.1 AI Playground<\/h5>\n<p>AI Playground \u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u65b0\u529f\u80fd\uff0c\u5141\u8bb8 AI \u5de5\u7a0b\u5e08\u5e76\u6392\u6bd4\u8f83\u591a\u4e2a AI \u6a21\u578b\u7684\u54cd\u5e94\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\uff1a<\/p>\n<ul>\n<li>\u914d\u7f6e\u7cfb\u7edf\u63d0\u793a<\/li>\n<li>\u5fae\u8c03\u5355\u4e2a\u6a21\u578b\u53c2\u6570<\/li>\n<li>\u7cbe\u786e\u63a7\u5236 Temperature\u3001Top P \u548c Max length \u7b49\u53c2\u6570<\/li>\n<\/ul>\n<p>\u5728&#8221;\u66f4\u591a\u5de5\u5177\u7a97\u53e3&#8221;\u4e2d\u9009\u62e9 AI Playground \u540e\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528\uff1a<\/p>\n<ol>\n<li>\u4ed8\u8d39 AI \u8ba2\u9605\u4e2d\u5305\u542b\u7684\u6240\u6709\u6a21\u578b\uff08\u4f7f\u7528 AI Assistant \u4ee4\u724c\uff09<\/li>\n<li>\u901a\u8fc7 API \u5bc6\u94a5\u6dfb\u52a0\u7684\u81ea\u5b9a\u4e49\u63d0\u4f9b\u7a0b\u5e8f<\/li>\n<li>\u672c\u5730\u8fd0\u884c\u6a21\u578b<\/li>\n<\/ol>\n<p>\u8be6\u7ec6\u89c6\u9891\u4ecb\u7ecd\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=%2BZDq67%2F7byUwdXGEbxHmig%3D%3D.sUq6zSIUwri%2FggU4KvbsAfpbbkNOxGFORDy9xoITjN4%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">https:\/\/youtu.be\/MJT0sJSULGQ<\/a><\/p>\n<h5>2.2 AI \u4ee3\u7406\u8c03\u8bd5\u5668<\/h5>\n<p>AI \u4ee3\u7406\u8c03\u8bd5\u5668\u63d2\u4ef6\u4e3a AI \u4ee3\u7406\u5f00\u53d1\u63d0\u4f9b\u4e86\u900f\u660e\u5ea6\u548c\u8c03\u8bd5\u529f\u80fd\uff0c\u7279\u522b\u9002\u5408\u9700\u8981\u7406\u89e3\u3001\u8c03\u8bd5\u548c\u4f18\u5316\u4ee3\u7406\u5de5\u4f5c\u6d41\u7684\u5f00\u53d1\u8005\u3002\u8fd9\u4e00\u529f\u80fd\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u6539\u53d8\u4e86\u4ee3\u7406\u7cfb\u7edf\u7684&#8221;\u9ed1\u76d2&#8221;\u7279\u6027\uff1a<\/p>\n<ul>\n<li>\u63d0\u4f9b\u5bf9\u6bcf\u4e2a\u4ee3\u7406\u8282\u70b9\u601d\u7ef4\u8fc7\u7a0b\u7684\u8be6\u7ec6\u89c1\u89e3<\/li>\n<li>\u663e\u793a\u5143\u6570\u636e\u3001\u8f93\u5165\u548c\u8f93\u51fa\u4fe1\u606f<\/li>\n<li>\u5e2e\u52a9\u5f00\u53d1\u8005\u4f18\u5316\u4ee3\u7406\u5de5\u4f5c\u6d41<\/li>\n<\/ul>\n<p>\u8be6\u7ec6\u89c6\u9891\u4ecb\u7ecd\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=gpyM%2B97hlQGsx5nP%2BjUC9w%3D%3D.QmoTHZOqLqGukE5lpicfkfJSNX79Xb9zNk9wbU4qDBY%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">https:\/\/youtu.be\/JF9VrfJWZ0o<\/a><\/p>\n<h4>3. Junie \u7f16\u7801\u4ee3\u7406<\/h4>\n<p>Junie \u662f JetBrains \u5f00\u53d1\u7684\u81ea\u4e3b\u7f16\u7801\u4ee3\u7406\uff0c\u5728 2025.2 \u7248\u672c\u4e2d\u83b7\u5f97\u4e86\u591a\u9879\u91cd\u5927\u66f4\u65b0\uff1a<\/p>\n<ul>\n<li>\u901f\u5ea6\u63d0\u5347\u9ad8\u8fbe 30%<\/li>\n<li>\u65b0\u589e MCP \u652f\u6301\uff0c\u53ef\u8fde\u63a5\u5916\u90e8\u670d\u52a1\u5668\u63d0\u4f9b\u66f4\u51c6\u786e\u7684\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u652f\u6301\u8fdc\u7a0b\u5f00\u53d1\uff08\u76ee\u524d\u652f\u6301 macOS \u548c Linux\uff09<\/li>\n<li>\u63a8\u51fa\u4e86 GitHub \u96c6\u6210\u7684\u62a2\u5148\u4f53\u9a8c\u8ba1\u5212\uff0c\u53ef\u76f4\u63a5\u5904\u7406\u62c9\u53d6\u8bf7\u6c42\u800c\u65e0\u9700\u6253\u5f00 IDE<\/li>\n<\/ul>\n<p>\u8be6\u7ec6\u89c6\u9891\u4ecb\u7ecd\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=sNpWSNu4Ebj%2B1DVrdEpjSg%3D%3D.yGP4N2WUv5a1gfAbS0MfTYsrt0xhns4z3JQ4vUAFevtKg5BRvsRNurRs9sCbWMeBL2czxjKE8f477zAzNw2Pmv1JPjCHx7JsPh%2Br%2Fzl8dEU%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/07\/JunieMC&#8230;<\/a><\/p>\n<p>Junie \u53ef\u4ee5\u5904\u7406\u4ee5\u4e0b\u4efb\u52a1\uff1a<\/p>\n<ul>\n<li>\u4ee3\u7801\u91cd\u6784<\/li>\n<li>\u521b\u5efa\u6d4b\u8bd5<\/li>\n<li>\u5b9e\u73b0\u6539\u8fdb<br \/>\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u4e13\u6ce8\u4e8e\u66f4\u5177\u6311\u6218\u6027\u7684\u521b\u65b0\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n<h4>4. AI \u52a9\u624b\u589e\u5f3a\u529f\u80fd<\/h4>\n<p>JetBrains AI Assistant \u5728 2025.2 \u7248\u672c\u4e2d\u83b7\u5f97\u4e86\u591a\u9879\u91cd\u8981\u6539\u8fdb\uff1a<\/p>\n<ul>\n<li>\u652f\u6301\u66f4\u591a\u8bed\u8a00\uff1aSQL\u3001YAML\u3001JSON\u3001Markdown \u7b49<\/li>\n<li>\u9879\u76ee\u89c4\u5219\u529f\u80fd\uff1a\u53ef\u6307\u4ee4 AI \u9075\u5b88\u56e2\u961f\u7684\u7f16\u7801\u89c4\u8303\u548c\u4e1a\u52a1\u903b\u8f91<\/li>\n<li>\u6269\u5c55\u7684\u79bb\u7ebf\u7075\u6d3b\u6027\uff1a\u53ef\u8fde\u63a5\u4efb\u4f55 OpenAI \u517c\u5bb9\u7684\u6a21\u578b\u670d\u52a1\u5668\uff08\u5982 llama.cpp \u6216 LiteLLM\uff09<\/li>\n<li>\u652f\u6301\u5728\u4f7f\u7528 Anthropic \u548c OpenAI \u6a21\u578b\u65f6\u5728\u804a\u5929\u4e2d\u6dfb\u52a0\u56fe\u50cf\u9644\u4ef6<\/li>\n<\/ul>\n<p>\u6240\u6709 JetBrains AI \u529f\u80fd\u90fd\u5305\u542b\u5728 PyCharm Pro \u8ba2\u9605\u4e2d\uff0c\u63d0\u4f9b\uff1a<\/p>\n<ul>\n<li>\u65e0\u9650\u7684\u4ee3\u7801\u8865\u5168<\/li>\n<li>\u5f3a\u5927\u7684\u672c\u5730\u5de5\u4f5c\u6d41<\/li>\n<li>\u6709\u9650\u7684\u57fa\u4e8e\u4e91\u7684\u529f\u80fd<\/li>\n<\/ul>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047188626\" alt=\"Project rules in AI Assistant\" title=\"Project rules in AI Assistant\"><\/p>\n<h4>5. \u5176\u4ed6\u91cd\u8981\u6539\u8fdb<\/h4>\n<h5>5.1 \u7528\u4e8e\u66f4\u65b0 .lock \u6587\u4ef6\u7684\u6301\u4e45 UI<\/h5>\n<p>PyCharm 2025.2 \u4e3a uv\u3001Hatch \u548c Poetry \u7684 .toml \u914d\u7f6e\u6587\u4ef6\u6dfb\u52a0\u4e86\u6301\u4e45\u63a7\u4ef6\uff1a<\/p>\n<ul>\n<li>\u901a\u8fc7\u70b9\u51fb\u76f8\u5e94\u6309\u94ae\u540c\u6b65\u3001\u9501\u5b9a\u6216\u66f4\u65b0\u73af\u5883\u4e2d\u7684\u4f9d\u8d56\u9879<\/li>\n<li>\u76f4\u63a5\u5e94\u7528\u5bf9 .toml \u6587\u4ef6\u6240\u505a\u7684\u66f4\u6539<\/li>\n<\/ul>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047188627\" alt=\"img\" title=\"img\" loading=\"lazy\"><\/p>\n<h5>5.2 Jupyter Notebook \u548c SQL \u5355\u5143\u7684\u4e0a\u4e0b\u6587\u611f\u77e5\u4ee3\u7801\u751f\u6210<\/h5>\n<p>AI Assistant \u73b0\u5728\u53ef\u4ee5\u4e3a Jupyter Notebook \u548c SQL \u5355\u5143\u751f\u6210\u4ee3\u7801\uff0c\u5e76\u8003\u8651\u6e90\u5355\u5143\u683c\u7684\u4e0a\u4e0b\u6587\uff1a<\/p>\n<ul>\n<li>\u901a\u8fc7\u53f3\u952e\u83dc\u5355\u4e2d\u7684&#8221;AI \u7f16\u8f91\u5355\u5143\u683c&#8221;\u6216\u53f3\u4fa7\u5de5\u5177\u680f\u4e2d\u7684 AI \u56fe\u6807\u8bbf\u95ee<\/li>\n<li>\u751f\u6210\u66f4\u7b26\u5408\u4e0a\u4e0b\u6587\u7684\u4ee3\u7801<\/li>\n<\/ul>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047188628\" alt=\"img\" title=\"img\" loading=\"lazy\"><\/p>\n<h5>5.3 Django \u7684\u903b\u8f91\u7ed3\u6784\u5de5\u5177\u7a97\u53e3<\/h5>\n<p>\u8fd9\u4e00\u65b0\u529f\u80fd\u63d0\u4f9b\u4e86\u4ee5\u6846\u67b6\u4e3a\u4e2d\u5fc3\u7684 Django \u9879\u76ee\u89c6\u56fe\uff1a<\/p>\n<ul>\n<li>\u76f4\u89c2\u5bfc\u822a\u548c\u7406\u89e3\u5e94\u7528\u7a0b\u5e8f\u67b6\u6784<\/li>\n<li>\u663e\u793a\u6a21\u578b\u3001\u89c6\u56fe\u3001\u5e8f\u5217\u5316\u5668\u7b49\u7ec4\u4ef6\u4e4b\u95f4\u7684\u5173\u7cfb<\/li>\n<li>\u4e3a\u7f3a\u5931\u7684\u5b9e\u4f53\u5173\u7cfb\u751f\u6210\u6a21\u677f\uff0c\u5feb\u901f\u642d\u5efa\u4ee3\u7801<\/li>\n<\/ul>\n<p>\u6fc0\u6d3b JetBrains AI \u8ba2\u9605\u540e\uff0cAI \u53ef\u4ee5\u751f\u6210\u5b8c\u5168\u4e86\u89e3\u5b9e\u4f53\u5173\u7cfb\u7684\u5b8c\u6574\u4ee3\u7801\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u57fa\u672c\u6a21\u677f\u3002<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047188629\" alt=\"img\" title=\"img\" loading=\"lazy\"><\/p>\n<h5>5.4 \u9ad8\u7ea7\u56fe\u50cf\u5904\u7406<\/h5>\n<p>\u65b0\u7684\u56fe\u50cf\u67e5\u770b\u5668\u63d0\u4f9b\u4e86\u66f4\u591a\u56fe\u50cf\u5904\u7406\u9009\u9879\uff1a<\/p>\n<ul>\n<li>\u6062\u590d\u539f\u59cb\u56fe\u50cf<\/li>\n<li>\u53cd\u8f6c\u539f\u59cb\u56fe\u50cf\u7684\u901a\u9053<\/li>\n<li>\u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u7070\u5ea6<\/li>\n<li>\u8bbe\u7f6e\u4e8c\u503c\u5316\u9608\u503c<\/li>\n<\/ul>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047188630\" alt=\"img\" title=\"img\" loading=\"lazy\"><\/p>\n<h3>\u7ed3\u8bba<\/h3>\n<p>PyCharm 2025.2 \u901a\u8fc7\u5f15\u5165 AI \u5de5\u5177\u5305\u548c\u5176\u4ed6\u591a\u9879\u589e\u5f3a\u529f\u80fd\uff0c\u4e3a AI \u5de5\u7a0b\u5e08\u63d0\u4f9b\u4e86\u66f4\u52a0\u5f3a\u5927\u548c\u96c6\u6210\u7684\u5f00\u53d1\u73af\u5883\u3002\u4e3b\u8981\u4eae\u70b9\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>AI \u5de5\u5177\u5305\u539f\u751f\u96c6\u6210\uff0c\u652f\u6301\u5b9e\u9a8c\u3001\u8c03\u8bd5\u3001\u8bc4\u4f30\u548c\u90e8\u7f72<\/li>\n<li>AI Playground \u548c AI \u4ee3\u7406\u8c03\u8bd5\u5668\u7b49\u4e13\u4e1a\u5de5\u5177<\/li>\n<li>Junie \u7f16\u7801\u4ee3\u7406\u7684\u6027\u80fd\u63d0\u5347\u548c\u65b0\u529f\u80fd<\/li>\n<li>AI \u52a9\u624b\u7684\u591a\u9879\u589e\u5f3a<\/li>\n<li>\u5bf9 Jupyter Notebook\u3001Django \u7b49\u6280\u672f\u7684\u66f4\u597d\u652f\u6301<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u66f4\u65b0\u4f7f PyCharm \u6210\u4e3a AI \u5f00\u53d1\u7684\u9996\u9009 IDE\uff0c\u5f00\u53d1\u8005\u73b0\u5728\u53ef\u4ee5\u4ece\u5b98\u7f51\u4e0b\u8f7d\u6700\u65b0\u7248\u672c\u6216\u901a\u8fc7 Toolbox App \u8fdb\u884c\u66f4\u65b0\uff0c\u7acb\u5373\u4f53\u9a8c\u8fd9\u4e9b\u5f3a\u5927\u7684\u65b0\u529f\u80fd\u3002<\/p>\n<h2>\u6269\u5c55\u9605\u8bfb<\/h2>\n<p><a href=\"https:\/\/link.segmentfault.com\/?enc=H3%2BKsJutx9uOXOxYqK%2FdlQ%3D%3D.furg4H2EYP%2BWFx7DvDMDGjDNQk54a1zfvYPV1j1vM4sS2SjMrgyfgy4kUhaTMaX5vuMnRN2opqZrxaph%2BLSYww%3D%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">PyCharm \u5feb\u901f\u5165\u95e8\u6307\u5357<\/a><\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000047188624\">https:\/\/segmentfault.com\/a\/1190000047188624<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00 \u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0cAI \u5de5\u7a0b\u5e08\u5bf9\u5f00\u53d1\u5de5\u5177\u7684\u9700\u6c42\u4e5f\u5728\u4e0d\u65ad\u63d0\u5347\u3002PyCharm 2025.2 \u7248\u672c 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