{"id":22522,"date":"2025-12-16T11:24:00","date_gmt":"2025-12-16T03:24:00","guid":{"rendered":"https:\/\/hr.beiniuai.com\/2025\/12\/16\/%e6%8e%a2%e7%b4%a2%e5%a6%82%e4%bd%95%e5%b0%86%e8%87%aa%e5%ae%9a%e4%b9%89%e6%8a%80%e8%83%bd%e4%b8%8e%e4%bb%a3%e7%a0%81%e6%89%a7%e8%a1%8c%e7%9b%b8%e7%bb%93%e5%90%88%ef%bc%8c%e8%ae%a9%e4%bd%a0%e7%9a%84\/"},"modified":"2025-12-16T11:24:02","modified_gmt":"2025-12-16T03:24:02","slug":"%e6%8e%a2%e7%b4%a2%e5%a6%82%e4%bd%95%e5%b0%86%e8%87%aa%e5%ae%9a%e4%b9%89%e6%8a%80%e8%83%bd%e4%b8%8e%e4%bb%a3%e7%a0%81%e6%89%a7%e8%a1%8c%e7%9b%b8%e7%bb%93%e5%90%88%ef%bc%8c%e8%ae%a9%e4%bd%a0%e7%9a%84","status":"publish","type":"post","link":"https:\/\/hr.beiniuai.com\/en\/2025\/12\/16\/%e6%8e%a2%e7%b4%a2%e5%a6%82%e4%bd%95%e5%b0%86%e8%87%aa%e5%ae%9a%e4%b9%89%e6%8a%80%e8%83%bd%e4%b8%8e%e4%bb%a3%e7%a0%81%e6%89%a7%e8%a1%8c%e7%9b%b8%e7%bb%93%e5%90%88%ef%bc%8c%e8%ae%a9%e4%bd%a0%e7%9a%84\/","title":{"rendered":"\u4ee3\u7801\u6267\u884c\u7684\u81ea\u5b9a\u4e49\u6280\u80fd\uff1a\u4ece\u83dc\u9e1f\u5230\u5927\u5e08"},"content":{"rendered":"<p>\u5728\u8fd9\u4e2a\u5145\u6ee1\u65e0\u9650\u53ef\u80fd\u7684\u6570\u5b57\u65f6\u4ee3\uff0c\u638c\u63e1\u81ea\u5b9a\u4e49\u6280\u80fd\u5e76\u5c06\u5176\u4e0e\u4ee3\u7801\u6267\u884c\u76f8\u7ed3\u5408\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u63d0\u5347\u4f60\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u80fd\u8ba9\u4f60\u5728\u7f16\u7a0b\u9886\u57df\u8131\u9896\u800c\u51fa\u3002\u672c\u6587\u5c06\u5e26\u4f60\u4ece\u96f6\u5f00\u59cb\uff0c\u4e00\u6b65\u6b65\u89e3\u9501\u8fd9\u4e00\u795e\u5947\u7ec4\u5408\u7684\u79d8\u5bc6\u3002<\/p>\n<p><strong>\u4ec0\u4e48\u662f\u81ea\u5b9a\u4e49\u6280\u80fd<\/strong><\/p>\n<p>\u4ec0\u4e48\u662f\u81ea\u5b9a\u4e49\u6280\u80fd\uff1f\u522b\u6025\u7740\u7ffb\u8bcd\u5178\u2014\u2014\u5b83\u53ef\u4e0d\u662f\u201c\u7ed9\u952e\u76d8\u8d34\u4eae\u7247\u201d\u6216\u201c\u7528\u5496\u5561\u6e0d\u753b\u6d41\u7a0b\u56fe\u201d\u8fd9\u79cd\u4f2a\u6280\u80fd\uff01\u7b80\u5355\u8bf4\uff0c\u81ea\u5b9a\u4e49\u6280\u80fd\u5c31\u662f\u4f60\u4eb2\u624b\u6253\u9020\u3001\u4e13\u4e3a\u4f60\u91cf\u8eab\u5b9a\u5236\u7684\u201c\u6570\u5b57\u5916\u6302\u201d\uff1a\u6bd4\u5982\u4e00\u952e\u751f\u6210\u5e26\u5355\u5143\u6d4b\u8bd5\u7684REST\u63a5\u53e3\u6a21\u677f\uff0c\u4e09\u79d2\u628aExcel\u91cc\u4e71\u7cdf\u7cdf\u7684\u9500\u552e\u6570\u636e\u8f6c\u6210\u53ef\u4ea4\u4e92\u7684\u53ef\u89c6\u5316\u770b\u677f\uff0c\u751a\u81f3\u8ba9AI\u5e2e\u4f60\u628a\u8001\u677f\u542b\u7cca\u5176\u8f9e\u7684\u4f1a\u8bae\u7eaa\u8981\u81ea\u52a8\u7ffb\u8bd1\u6210\u5e26\u4f18\u5148\u7ea7\u6807\u6ce8\u7684\u5f85\u529e\u6e05\u5355\u3002\u5b83\u6a2a\u8de8IDE\u63d2\u4ef6\u3001CLI\u5de5\u5177\u3001GitHub Action\u5de5\u4f5c\u6d41\u3001LangChain Agent\u903b\u8f91\u94fe\uff0c\u4e43\u81f3\u5d4c\u5165Jupyter Notebook\u7684\u9b54\u6cd5\u547d\u4ee4\u2014\u2014\u54ea\u513f\u6709\u91cd\u590d\u52b3\u52a8\uff0c\u54ea\u513f\u5c31\u6709\u5b83\u7684\u7528\u6b66\u4e4b\u5730\u3002\u5bf9\u7a0b\u5e8f\u5458\u800c\u8a00\uff0c\u8fd9\u4e0d\u4ec5\u662f\u6548\u7387\u6760\u6746\uff0c\u66f4\u662f\u601d\u7ef4\u4e3b\u6743\u7684\u5ba3\u8a00\uff1a\u4f60\u4e0d\u518d\u88ab\u52a8\u9002\u914d\u5de5\u5177\uff0c\u800c\u662f\u6307\u6325\u5de5\u5177\u4e3a\u4f60\u670d\u5f79\u3002\u60f3\u60f3\u770b\uff0c\u522b\u4eba\u8fd8\u5728Ctrl+C\/V\u8c03\u8bd5\u65e5\u5fd7\u65f6\uff0c\u4f60\u6572\u4e2a<code>devtool --fix-nginx-conf<\/code>\u5c31\u81ea\u52a8\u6821\u9a8c\u8bed\u6cd5+\u56de\u6eda+\u544a\u8b66\uff1b\u522b\u4eba\u624b\u52a8\u653910\u4e2a\u73af\u5883\u53d8\u91cf\uff0c\u4f60\u8fd0\u884c<code>env-sync prod staging<\/code>\u5c31\u539f\u5b50\u5316\u540c\u6b65\u3002\u8fd9\u4e0d\u662f\u70ab\u6280\uff0c\u662f\u628a\u201c\u4eba\u8089\u811a\u672c\u201d\u5347\u7ea7\u4e3a\u201c\u8ba4\u77e5\u534f\u5904\u7406\u5668\u201d\u2014\u2014\u6bd5\u7adf\uff0c\u771f\u6b63\u7684\u9ad8\u624b\uff0c\u4ece\u4e0d\u5199\u91cd\u590d\u4ee3\u7801\uff0c\u53ea\u5199\u80fd\u81ea\u6211\u8fdb\u5316\u7684\u4ee3\u7801\u3002<\/p>\n<p><strong>\u4ee3\u7801\u6267\u884c\u7684\u57fa\u7840\u77e5\u8bc6<\/strong><\/p>\n<p>\u4ee3\u7801\u6267\u884c\uff1f\u522b\u7d27\u5f20\uff0c\u5b83\u53ef\u4e0d\u662f\u4ec0\u4e48\u795e\u79d8\u9ed1\u9b54\u6cd5\u2014\u2014\u800c\u662f\u4f60\u7684\u4ee3\u7801\u4ece\u201c\u7eb8\u4e0a\u8c08\u5175\u201d\u53d8\u6210\u201c\u771f\u5200\u771f\u67aa\u201d\u7684\u5173\u952e\u4e00\u6b65\uff01\u7f16\u8bd1\u578b\u8bed\u8a00\uff08\u6bd4\u5982C++\u3001Rust\uff09\u50cf\u4e25\u8c28\u7684\u5efa\u7b51\u5e08\uff1a\u5148\u753b\u5168\u5957\u65bd\u5de5\u56fe\uff08\u7f16\u8bd1\uff09\uff0c\u518d\u4e00\u7816\u4e00\u74e6\u76d6\u697c\uff08\u8fd0\u884c\uff09\uff0c\u542f\u52a8\u6162\u4f46\u8dd1\u5f97\u98de\u5feb\uff1b\u89e3\u91ca\u578b\u8bed\u8a00\uff08\u5982Python\u3001JavaScript\uff09\u5219\u50cf\u5373\u5174\u8131\u53e3\u79c0\u6f14\u5458\uff1a\u8fb9\u770b\u7a3f\u8fb9\u8bb2\uff0c\u7075\u6d3b\u81ea\u7531\uff0c\u4f46\u6bcf\u53e5\u90fd\u5f97\u73b0\u573a\u7ffb\u8bd1\uff0c\u7a0d\u663e\u62d6\u6c93\u3002\u800cJIT\uff08\u5373\u65f6\u7f16\u8bd1\uff09\u5462\uff1f\u662f\u90a3\u4f4d\u65e2\u5e26\u63d0\u8bcd\u5668\u53c8\u4f1a\u80cc\u7a3f\u7684\u5168\u80fd\u9009\u624b\u2014\u2014V8\u5f15\u64ce\u5c31\u662f\u5178\u578b\u4ee3\u8868\uff01\u6267\u884c\u8fc7\u7a0b\u8fdc\u4e0d\u6b62\u201c\u70b9\u8fd0\u884c\u201d\u90a3\u4e48\u7b80\u5355\uff1a\u8bcd\u6cd5\u5206\u6790\u2192\u8bed\u6cd5\u89e3\u6790\u2192\u8bed\u4e49\u68c0\u67e5\u2192\u751f\u6210\u4e2d\u95f4\u7801\u2192\u4f18\u5316\u2192\u6700\u7ec8\u6267\u884c\uff0c\u73af\u73af\u76f8\u6263\u3002\u4e00\u4e2a\u6ca1\u4f18\u5316\u7684\u5faa\u73af\u53ef\u80fd\u8ba9CPU\u72c2\u5954\u4e09\u79d2\uff0c\u52a0\u4e2a\u7f13\u5b58\u6216\u63d0\u524d\u9000\u51fa\uff0c\u77ac\u95f4\u53d8\u201c\u4f18\u96c5\u6563\u6b65\u201d\u3002\u522b\u5c0f\u770b\u8fd9\u4e00\u6b65\u2014\u2014\u4f60\u5199\u7684\u81ea\u5b9a\u4e49\u6280\u80fd\uff0c\u82e5\u6ca1\u7ecf\u8fc7\u6267\u884c\u5c42\u7684\u9524\u70bc\uff0c\u5c31\u50cf\u7ed9\u8d5b\u8f66\u88c5\u4e86\u73a9\u5177\u8f6e\u5b50\u3002\u6240\u4ee5\uff0c\u7406\u89e3\u6267\u884c\u672c\u8d28\uff0c\u4e0d\u662f\u4e3a\u4e86\u8003\u7f16\u8bd1\u539f\u7406\uff0c\u800c\u662f\u8ba9\u4f60\u7684\u6bcf\u4e2a\u6280\u80fd\uff0c\u5728\u771f\u5b9e\u4e16\u754c\u91cc\u771f\u6b63\u8dd1\u8d77\u6765\u3001\u8dd1\u5f97\u7a33\u3001\u8dd1\u5f97\u5e05\uff01<\/p>\n<p><strong>\u81ea\u5b9a\u4e49\u6280\u80fd\u4e0e\u4ee3\u7801\u6267\u884c\u7684\u7ed3\u5408<\/strong><\/p>\n<p>\u81ea\u5b9a\u4e49\u6280\u80fd\u4e0e\u4ee3\u7801\u6267\u884c\u7684\u7ed3\u5408\uff0c\u53ef\u4e0d\u662f\u7ed9Python\u811a\u672c\u8d34\u4e2a\u201c\u9ad8\u7ea7\u5b9a\u5236\u201d\u6807\u7b7e\u5c31\u5b8c\u4e8b\u4e86\uff01\u5b83\u672c\u8d28\u662f\u628a\u4f60\u7684\u4e2a\u4eba\u5de5\u4f5c\u6d41\u3001\u601d\u7ef4\u4e60\u60ef\u751a\u81f3\u5c0f\u602a\u7656\uff0c\u7f16\u8bd1\u6210\u53ef\u590d\u7528\u3001\u53ef\u8c03\u5ea6\u3001\u4f1a\u201c\u81ea\u5df1\u5e72\u6d3b\u201d\u7684\u4ee3\u7801\u903b\u8f91\u3002\u6bd4\u5982\uff0c\u4f60\u603b\u5728\u51cc\u6668\u4e09\u70b9\u624b\u52a8\u653917\u4e2aJSON\u914d\u7f6e\u91cc\u7684\u7248\u672c\u53f7\uff1f\u5199\u4e2a5\u884cShell\u811a\u672c+\u6b63\u5219\u66ff\u6362\uff0c\u518d\u914d\u4e2a<em>alias deploy-magic=&#8221;bash ~\/bin\/bump-version.sh&#8221;<\/em>\u2014\u2014\u4ece\u6b64\u544a\u522b\u5496\u5561\u7eed\u547d\u5f0f\u91cd\u590d\u52b3\u52a8\u3002\u53c8\u6bd4\u5982\uff0c\u8bbe\u8ba1\u5e08\u7529\u6765200\u5f20PNG\u8bf4\u201c\u8f6cWebP\u5e76\u538b\u7f29\u523080%\u201d\uff0c\u522b\u6025\u7740\u70b9Photoshop\uff0c\u4e00\u884c<code>find . -name \"*.png\" | xargs -I{} cwebp -q 80 {} -o {}.webp<\/code>\u52a0\u4e2a\u5faa\u73af\u5c01\u88c5\uff0c3\u79d2\u641e\u5b9a\u3002\u66f4\u7edd\u7684\u662f\u7528Python\u7684<em>watchdog<\/em>\u5e93\u76d1\u542c\u6587\u4ef6\u5939\uff0c\u4e00\u6709\u65b0CSV\u6254\u8fdb\u6765\uff0c\u81ea\u52a8\u6e05\u6d17\u3001\u6821\u9a8c\u3001\u5165\u5e93\u3001\u53d1\u90ae\u4ef6\u901a\u77e5\u2014\u2014\u4f60\u7684\u4ee3\u7801\u4e0d\u518d\u53ea\u662f\u201c\u88ab\u6267\u884c\u201d\uff0c\u800c\u662f\u6210\u4e86\u4f60\u6570\u5b57\u5206\u8eab\u7684\u808c\u8089\u8bb0\u5fc6\u3002\u8bb0\u4f4f\uff1a\u771f\u6b63\u7684\u81ea\u5b9a\u4e49\u6280\u80fd\uff0c\u4e0d\u662f\u8ba9\u4ee3\u7801\u542c\u4f60\u7684\u8bdd\uff0c\u800c\u662f\u8ba9\u4f60\u548c\u4ee3\u7801\u8fbe\u6210<bold>\u5fc3\u7167\u4e0d\u5ba3\u7684\u9ed8\u5951<\/bold>\u3002<\/p>\n<p><strong>\u5b9e\u6218\u6848\u4f8b\u5206\u6790<\/strong><\/p>\n<p>\u5b9e\u6218\u6848\u4f8b\u5206\u6790\uff1a\u6765\u70b9\u771f\u5200\u771f\u67aa\u7684\uff01\u7b2c\u4e00\u4e2a\u6848\u4f8b\uff1a\u6bcf\u5929\u65e9\u4e0a\u516b\u70b9\uff0c\u90ae\u7bb1\u91cc\u51c6\u65f6\u585e\u6ee1\u201c\u8bf7\u67e5\u6536\u65e5\u62a5\u201d\u7684\u7075\u9b42\u62f7\u95ee\u3002\u6211\u4eec\u5199\u4e2aPython\u5c0f\u811a\u672c\uff0c\u81ea\u52a8\u6293\u53d6\u98de\u4e66\u591a\u7ef4\u8868\u683c\u6700\u65b0\u6570\u636e\uff0c\u751f\u6210\u5e26\u56fe\u8868\u7684PDF\uff0c\u5e76\u7528\u81ea\u5b9a\u4e49\u6280\u80fd\u89e6\u53d1\u2014\u2014\u558a\u4e00\u53e5\u201c\u65e9\u5b89\u65e5\u62a5\u201d\uff0c\u4ee3\u7801\u7acb\u523b\u6267\u884c\uff0c\u90ae\u4ef6\u79d2\u53d1\uff0c\u8fde\u5496\u5561\u90fd\u6ca1\u51c9\u900f\uff01\u7b2c\u4e8c\u4e2a\u6848\u4f8b\uff1a\u8bbe\u8ba1\u5e08\u7529\u6765200\u5f20PNG\u5207\u56fe\uff0c\u8981\u6c42\u8f6cWebP+\u538b\u7f29+\u52a0\u6c34\u5370\u3002\u522b\u6025\u7740\u624b\u52a8\u70b9\u9f20\u6807\u5230\u624b\u62bd\u7b4b\uff01\u6211\u4eec\u5c01\u88c5\u6210\u4e00\u4e2aCLI\u5de5\u5177\uff0c\u518d\u7ed1\u5b9a\u8bed\u97f3\u6307\u4ee4\u201c\u5207\u56fe\u5f00\u5de5\u201d\uff0c\u81ea\u5b9a\u4e49\u6280\u80fd\u8c03\u8d77Python subprocess\uff0c\u6279\u91cf\u5904\u7406\u5168\u7a0b\u65e0\u611f\uff0c\u8fd8\u987a\u624b\u628a\u7ed3\u679c\u8def\u5f84\u590d\u5236\u8fdb\u526a\u8d34\u677f\u3002\u7b2c\u4e09\u4e2a\u6848\u4f8b\uff1a\u6d4b\u8bd5\u73af\u5883\u6570\u636e\u5e93\u7a81\u7136\u544a\u8b66\uff0c\u5b57\u6bb5\u7c7b\u578b\u4e0d\u4e00\u81f4\u3002\u4f20\u7edf\u505a\u6cd5\u662f\u7ffb\u65e5\u5fd7\u3001\u8fde\u7ec8\u7aef\u3001\u6572SQL\u2026\u2026\u800c\u6211\u4eec\u7684\u81ea\u5b9a\u4e49\u6280\u80fd\u76f4\u63a5\u63a5\u6536\u81ea\u7136\u8bed\u8a00\uff1a\u201c\u67e5user\u8868\u91cc\u6240\u6709datetime\u5b57\u6bb5\u662f\u5426\u88ab\u8bef\u5efa\u4e3avarchar\u201d\uff0c\u80cc\u540e\u8c03\u7528SQL\u89e3\u6790\u5668+\u52a8\u6001\u67e5\u8be2\u751f\u6210\u5668\uff0c\u4e09\u79d2\u8fd4\u56de\u95ee\u9898\u884c\u4e0e\u4fee\u590d\u5efa\u8bae\u3002\u6548\u679c\uff1f\u4e0d\u662f\u201c\u80fd\u8dd1\u5c31\u884c\u201d\uff0c\u800c\u662f\u201c\u8fd8\u6ca1\u60f3\u5b8c\uff0c\u5b83\u5df2\u5e72\u5b8c\u201d\u2014\u2014\u8fd9\u624d\u662f\u4ee3\u7801\u6267\u884c\u63d2\u4e0a\u81ea\u5b9a\u4e49\u6280\u80fd\u7fc5\u8180\u7684\u771f\u5b9e\u5feb\u611f\uff01<\/p>\n<p><strong>\u672a\u6765\u5c55\u671b\u4e0e\u8fdb\u9636\u6280\u5de7<\/strong><\/p>\n<p>\u672a\u6765\u5df2\u6765\uff0c\u4f46\u522b\u6025\u7740\u4e70\u65f6\u7a7a\u7a7f\u68ad\u7968\u2014\u2014\u81ea\u5b9a\u4e49\u6280\u80fd+\u4ee3\u7801\u6267\u884c\u7684\u8fdb\u5316\u901f\u5ea6\uff0c\u6bd4\u4f60\u6539\u5b8cBug\u540e\u5237\u65b0\u9875\u9762\u8fd8\u5feb\uff01\u60f3\u8c61\u4e00\u4e0b\uff1a\u4f60\u7684AI\u52a9\u624b\u4e0d\u4ec5\u80fd\u542c\u61c2\u201c\u628aExcel\u91cc\u7b2c\u4e09\u5217\u6240\u6709\u8d1f\u6570\u66ff\u6362\u6210\u96f6\u201d\uff0c\u8fd8\u80fd\u81ea\u52a8\u63a8\u5bfc\u51fa\u8be5\u7528pandas\u8fd8\u662fopenpyxl\uff0c\u5e76\u987a\u624b\u7ed9\u4f60\u751f\u6210\u5e26\u5355\u5143\u6d4b\u8bd5\u7684\u6a21\u5757\u5316\u51fd\u6570\u2014\u2014\u8fd9\u4e0d\u518d\u662f\u79d1\u5e7b\uff0c\u800c\u662f\u6b63\u5728\u53d1\u751f\u7684\u65e5\u5e38\u3002\u8fdb\u9636\u73a9\u5bb6\u65e9\u5df2\u5f00\u59cb\u73a9\u8f6c\u52a8\u6001\u6280\u80fd\u7f16\u6392\uff1a\u7528YAML\u5b9a\u4e49\u6280\u80fd\u5de5\u4f5c\u6d41\uff0c\u7528AST\u89e3\u6790\u5b9e\u65f6\u6821\u9a8c\u4ee3\u7801\u5b89\u5168\u6027\uff0c\u751a\u81f3\u8ba9LLM\u81ea\u52a8\u751f\u6210\u53ef\u70ed\u91cd\u8f7d\u7684Python\u63d2\u4ef6\u3002\u60f3\u66f4\u8fdb\u4e00\u6b65\uff1f\u8bd5\u8bd5LangChain\u7684Tool Calling + Pydantic v2 Schema\u9a8c\u8bc1\uff0c\u6216\u6df1\u5165\u7814\u7a76LlamaIndex\u7684Query Engine\u81ea\u5b9a\u4e49\u94a9\u5b50\u2014\u2014\u5b83\u4eec\u80fd\u8ba9\u6280\u80fd\u5728\u6267\u884c\u524d\u81ea\u52a8\u505a\u53c2\u6570\u6d88\u6bd2\u3001\u6743\u9650\u6821\u9a8c\u548c\u6210\u672c\u9884\u4f30\u3002\u8d44\u6e90\u65b9\u9762\uff0c\u300aBuilding LLM Powered Applications\u300b\u662f\u5b9e\u6218\u5723\u7ecf\uff0c\u300aHugging Face Transformers\u9ad8\u7ea7\u6559\u7a0b\u300b\u85cf\u7740\u6a21\u578b\u5373\u670d\u52a1\u7684\u79d8\u7c4d\uff0c\u800cGitHub\u4e0astar\u8d855k\u7684\u201cAutoSkill\u201d\u5f00\u6e90\u9879\u76ee\uff0c\u6b63\u9ed8\u9ed8\u6559\u4f1a\u6210\u5343\u4e0a\u4e07\u5f00\u53d1\u8005\u5982\u4f55\u8ba9\u6280\u80fd\u81ea\u5df1\u5b66\u4f1a\u5199\u6280\u80fd\u3002\u8bb0\u4f4f\uff1a\u771f\u6b63\u7684\u9ad8\u624b\uff0c\u4e0d\u53ea\u5199\u4ee3\u7801\uff0c\u66f4\u5728\u7f16\u5199\u201c\u80fd\u5199\u4ee3\u7801\u7684\u4ee3\u7801\u201d\u3002<\/p>\n<p>\u4f5c\u4e3a<a href=\"https:\/\/hr.beiniuai.com\/en\/\">SeekYing<\/a>\u2014\u2014<a href=\"https:\/\/www.beiniuai.com\" target=\"_blank\" rel=\"noopener\">\u8d1d\u725b\u667a\u6167<\/a>\u65d7\u4e0b\u4e13\u6ce8\u62db\u8058\u6570\u5b57\u5316\u7684\u5148\u950b\u54c1\u724c\uff0c\u6211\u4eec\u6df1\u77e5\u9ad8\u6548\u62db\u8058\u5bf9\u60a8\u4f01\u4e1a\u53d1\u5c55\u7684\u6218\u7565\u610f\u4e49\u3002\u901a\u8fc7AI\u5efa\u6a21\u4e0e\u79c1\u6709\u6570\u636e\u6df1\u5ea6\u7ed3\u5408\uff0c\u6211\u4eec\u4e3a\u60a8\u63d0\u4f9b\u4ece\u667a\u80fd\u7b5b\u9009\u5230\u9762\u8bd5\u4f18\u5316\u7684\u5168\u94fe\u8def\u89e3\u51b3\u65b9\u6848\uff0c\u5176\u4e2d\u9b54\u97f3\u5916\u547c\u7cfb\u7edf\u7684\u5b9e\u65f6\u8bdd\u672f\u4fee\u6b63\u3001\u4eba\u8109\u6574\u5408\u5c0f\u7a0b\u5e8f\u7684\u793e\u4ea4\u5316\u62db\u8058\u3001\u4ee5\u53ca\u591a\u7ef4\u6570\u636e\u7a7f\u900f\u5206\u6790\u5e73\u53f0\uff0c\u5df2\u5e2e\u52a9\u5408\u4f5c\u4f01\u4e1a\u5e73\u5747\u964d\u4f4e32%\u62db\u8058\u6210\u672c\u5e76\u63d0\u534758%\u4eba\u5c97\u5339\u914d\u7387\u3002\u4f9d\u6258ISO27001\/9001\u53cc\u91cd\u8ba4\u8bc1\u7684\u91d1\u878d\u7ea7\u5b89\u5168\u4f53\u7cfb\uff0c\u6211\u4eec\u4ee5\u6280\u672f\u4e3a\u76fe\u3001\u4ee5\u8bda\u4fe1\u4e3a\u77db\uff0c\u6301\u7eed\u4e3a\u60a8\u7684\u62db\u8058\u6548\u80fd\u4fdd\u9a7e\u62a4\u822a\u3002<\/p>\n<p>\u73b0\u5728\u5c31\u5f00\u542f\u667a\u80fd\u5316\u62db\u8058\u8f6c\u578b\uff01\u6b22\u8fce\u81f4\u7535<a href=\"tel: 8613751107633\">+86 13751107633<\/a>\uff08\u5fae\u4fe1\u540c\u53f7\uff09\u6216\u53d1\u9001\u9700\u6c42\u81f3<a href=\"mailto:hr@bdhubware.com\">hr@bdhubware.com<\/a>\uff0c\u6211\u4eec\u7684\u987e\u95ee\u5c06\u4e3a\u60a8\u5b9a\u5236\u4e13\u5c5e\u6548\u7387\u63d0\u5347\u65b9\u6848\u3002\u6df1\u5733\u5e02\u5357\u5c71\u533a\u79d1\u6280\u56ed\u5357\u533a\u7559\u5b66\u751f\u521b\u4e1a\u5927\u53a620\u697c\uff0c\u671f\u5f85\u4e0e\u60a8\u5171\u540c\u63a2\u7d22\u4eba\u624d\u7504\u9009\u7684\u65b0\u8303\u5f0f\u3002<\/p>\n<p>\u5c0f\u7f16\u6211\u76ee\u524d\u6709\u4e2a\u5728\u62db\u7684\u5c97\u4f4d\u5982\u4e0b\uff1a<\/p>\n<pre style=\"white-space:break-spaces\">\u4e16\u754c500\u5f3aIT\u8f6f\u4ef6\u516c\u53f8\u3002\n\u5de5\u4f5c\u5730\u70b9:\u00a0\u5e7f\u5dde\n\u85aa\u8d4425000\/\u6708\n\n\n\u5c97\u4f4d\u804c\u8d23\n1\u3001\u667a\u80fd\u6587\u6863\u5904\u7406\u7cfb\u7edf\u5f00\u53d1\n  1. \u4e3b\u5bfc\u6784\u5efa\u751f\u4ea7\u7ea7AI\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u50cf\u3001\u6587\u672c\u7b49\u591a\u6a21\u6001\u5185\u5bb9\u7684\u9ad8\u6548\u63d0\u53d6\u4e0e\u5206\u7c7b\uff08\u5982\u53d1\u7968\u3001\u5408\u540c\u3001\u75c5\u5386\u7b49\uff09\uff0c\u9700\u5177\u5907\u4f20\u7edf\u6a21\u578b\u4e0e\u751f\u6210\u5f0fAI\uff08GenAI\uff09\u7684\u6df7\u5408\u5e94\u7528\u7ecf\u9a8c\u3002\n  2. \u8bbe\u8ba1\u5e76\u4f18\u5316OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u6d41\u7a0b\uff0c\u63d0\u5347\u590d\u6742\u573a\u666f\uff08\u5982\u624b\u5199\u4f53\u3001\u626b\u63cf\u4ef6\uff09\u4e0b\u7684\u6587\u5b57\u8bc6\u522b\u51c6\u786e\u7387\uff0c\u8981\u6c42\u719f\u6089Tesseract\u3001AWS Textract\u3001Hugging Face OCR\u7b49\u5de5\u5177\u94fe\u3002\n2\u3001\u8de8\u56e2\u961f\u534f\u4f5c\u4e0e\u4ea7\u54c1\u843d\u5730\n  1. \u6df1\u5ea6\u5bf9\u63a5\u4e1a\u52a1\u90e8\u95e8\u4e0e\u4ea7\u54c1\u56e2\u961f\uff0c\u5c06\u9700\u6c42\u8f6c\u5316\u4e3a\u6280\u672f\u65b9\u6848\uff0c\u4e3b\u5bfc\u8bbe\u8ba1IDP\uff08\u667a\u80fd\u6587\u6863\u5904\u7406\uff09\u7cfb\u7edf\u7684\u67b6\u6784\u4e0e\u529f\u80fd\u6a21\u5757\u3002\n  2. \u4f7f\u7528Python\/PyTorch\/TensorFlow\u5f00\u53d1\u6838\u5fc3\u7b97\u6cd5\u7ec4\u4ef6\uff0c\u7ed3\u5408FastAPI\/Tornado\u642d\u5efa\u9ad8\u5e76\u53d1API\u670d\u52a1\uff0c\u652f\u6301\u65e5\u5747\u5343\u4e07\u7ea7\u6570\u636e\u5904\u7406\u9700\u6c42\u3002\n3\u3001DevOps\u4e0e\u751f\u4ea7\u5316\u90e8\u7f72\n  1. \u6784\u5efa\u81ea\u52a8\u5316CI\/CD\u6d41\u6c34\u7ebf\uff08Jenkins\/GitLab CI\uff09\uff0c\u5b9e\u73b0\u6a21\u578b\u8bad\u7ec3\u3001\u6d4b\u8bd5\u3001\u90e8\u7f72\u7684\u5168\u94fe\u8def\u81ea\u52a8\u5316\uff0c\u4fdd\u969c\u591a\u73af\u5883\uff08RHEL\/Ubuntu\uff09\u4e0b\u7684\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u8c03\u4f18\u3002\n  2. \u57fa\u4e8eDocker\/Kubernetes\u8bbe\u8ba1\u5f39\u6027\u4f38\u7f29\u65b9\u6848\uff0c\u4f18\u5316\u8d44\u6e90\u5229\u7528\u7387\uff0c\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\uff0c\u9700\u5177\u5907Ansible\u81ea\u52a8\u5316\u90e8\u7f72\u4e0e\u4e91\u539f\u751f\u5b9e\u8df5\u7ecf\u9a8c\u3002\n4\u3001\u8fed\u4ee3\u4f18\u5316\u4e0e\u95ee\u9898\u653b\u575a\n  1. \u901a\u8fc7A\/B\u6d4b\u8bd5\u3001\u6a21\u578b\u76d1\u63a7\uff08Prometheus\/Grafana\uff09\u6301\u7eed\u4f18\u5316\u6a21\u578b\u6548\u679c\uff0c\u89e3\u51b3\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u6027\u80fd\u74f6\u9888\u4e0e\u5f02\u5e38\u95ee\u9898\uff08\u5982\u6570\u636e\u6cc4\u9732\u3001\u6a21\u578b\u6f02\u79fb\uff09\u3002\n  2. \u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\uff08Shell\/Python\uff09\u63d0\u5347\u5de5\u7a0b\u6548\u7387\uff0c\u63a8\u52a8\u56e2\u961f\u5de5\u7a0b\u5316\u5b9e\u8df5\u6807\u51c6\u5316\u3002<\/pre>\n<p>\u5982\u679c\u60a8\u60f3\u4e86\u89e3\u66f4\u591a\uff0c\u6b22\u8fce\u60a8\u626b\u63cf\u4e0b\u9762\u7684\u5fae\u4fe1\u4e8c\u7ef4\u7801\u8054\u7cfb\u6211\u3002<\/br><img decoding=\"async\" src=\"https:\/\/workflows-1331368487.cos.ap-guangzhou.myqcloud.com\/img\/yunyun-wechat-qrcode.png\"><\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u8fd9\u4e2a\u5145\u6ee1\u65e0\u9650\u53ef\u80fd\u7684\u6570\u5b57\u65f6\u4ee3\uff0c\u638c\u63e1\u81ea\u5b9a\u4e49\u6280\u80fd\u5e76\u5c06\u5176\u4e0e\u4ee3\u7801\u6267\u884c\u76f8\u7ed3\u5408\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u63d0\u5347\u4f60\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u80fd\u8ba9\u4f60\u5728\u7f16\u7a0b\u9886 [&hellip;]<\/p>","protected":false},"author":2,"featured_media":22521,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-22522","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/posts\/22522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/comments?post=22522"}],"version-history":[{"count":1,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/posts\/22522\/revisions"}],"predecessor-version":[{"id":22523,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/posts\/22522\/revisions\/22523"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/media\/22521"}],"wp:attachment":[{"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/media?parent=22522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/categories?post=22522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/tags?post=22522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}