\u522b\u4ee5\u4e3a\u91d1\u878d\u5e02\u573a\u662f\u81ea\u7531\u640f\u51fb\u573a\uff0c\u5176\u5b9e\u80cc\u540e\u6709\u4e00\u53cc\u201c\u770b\u5f97\u89c1\u7684\u624b\u201d\u5728\u6084\u6084\u634f\u4f60\u94b1\u5305\u7684\u8f6f\u808b\u2014\u2014\u90a3\u5c31\u662f\u653f\u5e9c\u548c\u592e\u884c\u3002\u8d22\u653f\u653f\u7b56\u548c\u8d27\u5e01\u653f\u7b56\uff0c\u542c\u8d77\u6765\u50cf\u7ecf\u6d4e\u5b66\u5bb6\u7684\u50ac\u7720\u66f2\uff0c\u4f46\u5b9e\u9645\u4e0a\uff0c\u5b83\u4eec\u53ef\u662f\u7ecf\u6d4e\u821e\u53f0\u4e0a\u7684\u9b54\u672f\u5e08\u3002\u653f\u5e9c\u4e00\u62cd\u8111\u888b\u51cf\u7a0e\uff0c\u80a1\u5e02\u5c31\u8e66\u9ad8\uff1b\u592e\u884c\u8f7b\u8f7b\u4e00\u62e7\u5229\u7387\u9600\u95e8\uff0c\u623f\u8d37\u5c31\u8ddf\u7740\u6253\u55b7\u568f\u3002\u6bd4\u5982\uff0c\u5f53\u7ecf\u6d4e\u611f\u5192\u53d1\u70e7\uff08\u901a\u8d27\u81a8\u80c0\uff09\uff0c\u592e\u884c\u5c31\u5f00\u201c\u52a0\u606f\u9000\u70e7\u836f\u201d\uff1b\u8981\u662f\u7ecf\u6d4e\u6253\u778c\u7761\uff08\u589e\u957f\u4e4f\u529b\uff09\uff0c\u90a3\u5c31\u6765\u4e00\u9488\u201c\u964d\u51c6\u63d0\u795e\u5242\u201d\u30022020\u5e74\u4ee5\u6765\uff0c\u4e2d\u56fd\u4eba\u6c11\u94f6\u884c\u53ef\u6ca1\u95f2\u7740\uff0cMLF\uff08\u4e2d\u671f\u501f\u8d37\u4fbf\u5229\uff09\u64cd\u4f5c\u73a9\u5f97\u6bd4\u5916\u5356\u5c0f\u54e5\u63a5\u5355\u8fd8\u52e4\u5feb\uff0c\u7cbe\u51c6\u6ef4\u704c\u5c0f\u5fae\u4f01\u4e1a\uff0c\u751f\u6015\u7ecf\u6d4e\u7530\u5730\u65f1\u4e86\u82d7\u3002\u8fd8\u63a8\u51fa\u4e86LPR\u6539\u9769\uff0c\u8ba9\u8d37\u6b3e\u5229\u7387\u66f4\u201c\u63a5\u5730\u6c14\u201d\u3002\u8fd9\u4e9b\u64cd\u4f5c\u770b\u4f3c\u4f4e\u8c03\uff0c\u5b9e\u5219\u5982\u540c\u53a8\u623f\u91cc\u7684\u8c03\u5473\u6599\u2014\u2014\u5c11\u4e00\u70b9\u6ca1\u5473\u9053\uff0c\u591a\u4e00\u70b9\u9f41\u5f97\u614c\u3002\u6b63\u662f\u8fd9\u79cd\u201c\u827a\u672f\u7ea7\u201d\u8c03\u63a7\uff0c\u8ba9\u4e2d\u56fd\u7ecf\u6d4e\u5728\u98ce\u96e8\u4e2d\u8fd8\u80fd\u8df3\u7740\u534e\u5c14\u5179\u524d\u884c\u3002\u63a5\u4e0b\u6765\uff0c\u5f53\u5404\u56fd\u7684\u653f\u7b56\u821e\u6b65\u4ea4\u7ec7\u5728\u4e00\u8d77\uff0c\u5168\u7403\u5e02\u573a\u7684\u4ea4\u54cd\u4e50\u4e5f\u5c31\u6108\u53d1\u6ce2\u6f9c\u58ee\u9614\u4e86\u3002<\/p>\n
\u5168\u7403\u7ecf\u6d4e\u4e00\u4f53\u5316\u4e0b\u7684\u6ce2\u6f9c\u58ee\u9614<\/strong><\/p>\n Agent stopped due to max iterations.<\/p>\n \u6280\u672f\u9769\u65b0\u5f15\u9886\u672a\u6765\u8d8b\u52bf<\/strong><\/p>\n \u5982\u679c\u8bf4\u5168\u7403\u7ecf\u6d4e\u4e00\u4f53\u5316\u662f\u91d1\u878d\u5e02\u573a\u7684\u201c\u5927\u98ce\u5927\u6d6a\u201d\uff0c\u90a3\u6280\u672f\u9769\u65b0\u5c31\u662f\u85cf\u5728\u6d6a\u5e95\u7684\u6697\u6d41\uff0c\u6084\u65e0\u58f0\u606f\u5374\u63a8\u7740\u6574\u8258\u5de8\u8f6e\u8f6c\u5411\u3002\u4f60\u4ee5\u4e3a\u94f6\u884c\u67dc\u53f0\u524d\u6392\u957f\u961f\u624d\u662f\u6b63\u7ecf\u4e8b\uff1f\u65e9\u8fc7\u65f6\u4e86\uff01\u4eca\u5929\uff0c\u4f60\u7684\u94b1\u5305\u53ef\u80fd\u8fde\u78b0\u90fd\u6ca1\u78b0\uff0c\u94b1\u5c31\u5df2\u7ecf\u8f6c\u4e86\u4e2a\u6765\u56de\u2014\u2014\u5168\u9760\u91d1\u878d\u79d1\u6280\u8fd9\u5339\u201c\u91ce\u9a6c\u201d\u3002\u533a\u5757\u94fe\u4e0d\u518d\u662f\u6781\u5ba2\u5634\u91cc\u7684\u795e\u79d8\u8bcd\u6c47\uff0c\u5b83\u6b63\u8bd5\u56fe\u7ed9\u6bcf\u4e00\u7b14\u4ea4\u6613\u8d34\u4e0a\u65e0\u6cd5\u7be1\u6539\u7684\u201c\u6570\u5b57\u5c01\u6761\u201d\uff1b\u4eba\u5de5\u667a\u80fd\u4e5f\u4e0d\u53ea\u662f\u5199\u60c5\u4e66\u7684ChatGPT\uff0c\u5b83\u5728\u540e\u53f0\u9ed8\u9ed8\u5206\u6790\u4f60\u7684\u6d88\u8d39\u4e60\u60ef\uff0c\u751a\u81f3\u6bd4\u4f60\u5988\u8fd8\u61c2\u4f60\u8be5\u4e0d\u8be5\u4e70\u90a3\u53cc\u9650\u91cf\u7403\u978b\u3002<\/p>\n \u4e2d\u56fd\u7684\u79fb\u52a8\u652f\u4ed8\u66f4\u662f\u628a\u201c\u4fbf\u5229\u201d\u73a9\u6210\u4e86\u827a\u672f\u3002\u652f\u4ed8\u5b9d\u548c\u5fae\u4fe1\u652f\u4ed8\u65e9\u5df2\u4e0d\u662f\u7b80\u5355\u7684\u4ed8\u6b3e\u5de5\u5177\uff0c\u5b83\u4eec\u662f\u96c6\u6253\u8f66\u3001\u70b9\u9910\u3001\u6302\u53f7\u3001\u7406\u8d22\u4e8e\u4e00\u4f53\u7684\u201c\u6570\u5b57\u745e\u58eb\u519b\u5200\u201d\u3002\u4f60\u751a\u81f3\u53ef\u4ee5\u7528\u5237\u8138\u652f\u4ed8\u4e70\u65e9\u9910\uff0c\u4eff\u4f5b\u672a\u6765\u5df2\u6765\uff0c\u8fd8\u987a\u4fbf\u5e26\u4e86\u676f\u8c46\u6d46\u3002\u4f46\u522b\u5fd8\u4e86\uff0c\u6bcf\u4e00\u4efd\u4fbf\u6377\u80cc\u540e\u90fd\u6709\u4ee3\u4ef7\uff1a\u6570\u636e\u5b89\u5168\u3001\u9690\u79c1\u6cc4\u9732\u3001\u6570\u5b57\u9e3f\u6c9f\u2026\u2026\u5f53\u6211\u4eec\u7684\u751f\u6d3b\u88ab\u4ee3\u7801\u7f16\u7ec7\uff0c\u8c01\u5728\u638c\u63a7\u8fd9\u5f20\u7f51\uff1f\u6280\u672f\u672c\u8eab\u6ca1\u6709\u5584\u6076\uff0c\u5173\u952e\u770b\u63e1\u5728\u8c01\u624b\u91cc\u3002<\/p>\n \u9ed1\u5929\u9e45\u4e8b\u4ef6\uff1a\u610f\u5916\u603b\u662f\u5728\u4e0d\u7ecf\u610f\u95f4\u6765\u4e34<\/strong><\/p>\n \u522b\u4ee5\u4e3a\u91d1\u878d\u5e02\u573a\u662f\u4e2a\u6e29\u987a\u7684\u5c0f\u7ef5\u7f8a\uff0c\u5b83\u5176\u5b9e\u66f4\u50cf\u4e00\u5934 unpredictable \u7684\u91ce\u725b\uff0c\u65f6\u4e0d\u65f6\u5c31\u7ed9\u4f60\u6765\u4e2a\u201c\u9ed1\u5929\u9e45\u5f0f\u201d\u51b2\u649e\u3002\u4f60\u4ee5\u4e3a911\u90a3\u5929\u53ea\u662f\u98de\u673a\u649e\u4e86\u697c\uff1f\u4e0d\uff0c\u90a3\u66f4\u662f\u5168\u7403\u80a1\u5e02\u7684\u201c\u65ad\u5d16\u5f0f\u8df3\u6c34\u201d\u76f4\u64ad\u73b0\u573a\u2014\u2014\u9053\u743c\u65af\u6307\u6570\u4e00\u5468\u5185\u66b4\u8dcc14%\uff0c\u4fdd\u9669\u516c\u53f8\u80a1\u4ef7\u8170\u65a9\uff0c\u822a\u7a7a\u80a1\u76f4\u63a5\u8eba\u5e73\u3002\u6ca1\u4eba\u7b97\u5f97\u5230\uff0c\u4f46\u4eba\u4eba\u90fd\u5f97\u4e70\u5355\u30022008\u5e74\u91d1\u878d\u5371\u673a\u5462\uff1f\u90a3\u4e0d\u662f\u201c\u7070\u7280\u725b\u201d\u6162\u6162\u8d70\u6765\uff0c\u800c\u662f\u6574\u5934\u7280\u725b\u4ece\u5929\u800c\u964d\uff0c\u628a\u96f7\u66fc\u5144\u5f1f\u7838\u6210\u4e86\u91d1\u878d\u754c\u7684\u201c\u788e\u7eb8\u673a\u201d\u3002\u8fd9\u4e9b\u4e8b\u4ef6\u7684\u5171\u540c\u70b9\uff1f\u6ca1\u4eba\u771f\u6b63\u5728\u4e8b\u524d\u5f53\u56de\u4e8b<\/i>\uff0c\u4e8b\u540e\u5374\u4eba\u4eba\u90fd\u8bf4\u201c\u65e9\u8be5\u60f3\u5230\u201d\u3002\u5c31\u50cf Nassim Taleb \u8bf4\u7684\uff0c\u9ed1\u5929\u9e45\u4e0d\u662f\u9884\u6d4b\u95ee\u9898\uff0c\u800c\u662f\u60f3\u8c61\u529b\u95ee\u9898\u2014\u2014\u6211\u4eec\u603b\u7231\u7528\u6628\u5929\u7684\u5730\u56fe\uff0c\u53bb\u5bfc\u822a\u660e\u5929\u7684\u98ce\u66b4\u3002\u5982\u4eca\uff0c\u6c14\u5019\u53d8\u5316\u3001AI\u5931\u63a7\u3001\u5730\u7f18\u51b2\u7a81\uff0c\u54ea\u4e00\u6837\u4e0d\u662f\u6f5c\u5728\u7684\u201c\u5929\u9e45\u6e56\u201d\uff1f\u4e0e\u5176\u8ff7\u4fe1\u6a21\u578b\uff0c\u4e0d\u5982\u7ed9\u6295\u8d44\u7ec4\u5408\u7a7f\u4ef6\u201c\u9632\u5f39\u8863\u201d\uff1a\u5206\u6563\u3001\u7559\u73b0\u91d1\u3001\u4fdd\u6301\u6e05\u9192\u2014\u2014\u6bd5\u7adf\uff0c\u4e0b\u4e00\u53ea\u9ed1\u5929\u9e45\uff0c\u53ef\u80fd\u6b63\u8eb2\u5728\u4f60\u5237\u77ed\u89c6\u9891\u7684\u95f4\u9699\u91cc\uff0c\u6084\u6084\u5c55\u7fc5\u3002<\/p>\n \u6295\u8d44\u8005\u5fc3\u7406\uff1a\u60c5\u7eea\u4e5f\u662f\u5e02\u573a\u7684\u4e00\u90e8\u5206<\/strong><\/p>\n \u6295\u8d44\u8005\u7684\u5fc3\u7406\uff0c\u6709\u65f6\u5019\u6bd4\u7ecf\u6d4e\u6570\u636e\u8fd8\u51c6\u2014\u2014\u6bd5\u7adf\uff0c\u5e02\u573a\u662f\u7531\u4eba\u7ec4\u6210\u7684\uff0c\u800c\u4eba\uff0c\u6070\u6070\u662f\u6700\u4e0d\u8bb2\u7406\u7684\u751f\u7269\u3002\u4f60\u4ee5\u4e3a\u4f60\u5728\u7406\u6027\u6295\u8d44\uff1f\u4e0d\uff0c\u4f60\u53ef\u80fd\u53ea\u662f\u88ab\u201c\u7f8a\u7fa4\u6548\u5e94\u201d\u7275\u7740\u9f3b\u5b50\u8d70\u3002\u5f53\u6240\u6709\u4eba\u90fd\u51b2\u8fdb\u80a1\u5e02\u62a2\u8d2d\u79d1\u6280\u80a1\u65f6\uff0c\u4f60\u4e5f\u4f1a\u5fcd\u4e0d\u4f4f\u8ddf\u98ce\uff0c\u54ea\u6015\u4f60\u8fde\u533a\u5757\u94fe\u548c\u6bd4\u7279\u5e01\u90fd\u5206\u4e0d\u6e05\u3002\u8fd9\u5c31\u662f\u5178\u578b\u7684\u7fa4\u4f53\u50ac\u7720\uff1a\u522b\u4eba\u8d2a\u5a6a\uff0c\u4f60\u66f4\u8d2a\u5a6a\uff1b\u522b\u4eba\u6050\u60e7\uff0c\u4f60\u8fde\u591c\u6e05\u4ed3\u30022000\u5e74\u4e92\u8054\u7f51\u6ce1\u6cab\u65f6\uff0c\u591a\u5c11\u4eba\u575a\u4fe1\u201c\u8fd9\u6b21\u4e0d\u4e00\u6837\u201d\uff0c\u7ed3\u679c\u6ce1\u6cab\u4e00\u7834\uff0c\u80a1\u4ef7\u4ece\u5929\u5802\u76f4\u5760\u5730\u5e95\u3002\u540c\u6837\uff0c2008\u5e74\u5371\u673a\u524d\uff0c\u94f6\u884c\u5bb6\u4eec\u4e2a\u4e2a\u81ea\u4fe1\u6ee1\u6ee1\uff0c\u8fc7\u5ea6\u81ea\u4fe1\u504f\u5dee\u8ba9\u4ed6\u4eec\u89c9\u5f97\u98ce\u9669\u6839\u672c\u4e0d\u5b58\u5728\u2014\u2014\u76f4\u5230\u96f7\u66fc\u5144\u5f1f\u5012\u4e0b\uff0c\u5927\u5bb6\u624d\u60ca\u89c9\u539f\u6765\u6574\u4e2a\u7cfb\u7edf\u65e9\u5df2\u6447\u6447\u6b32\u5760\u3002\u60c5\u7eea\u4e00\u65e6\u5931\u63a7\uff0c\u8d44\u4ea7\u4ef7\u683c\u5c31\u4f1a\u50cf\u8fc7\u5c71\u8f66\uff0c\u4e0a\u5929\u5165\u5730\u53ea\u5728\u4e00\u5ff5\u4e4b\u95f4\u3002\u6240\u4ee5\u522b\u602a\u5e02\u573a\u75af\u72c2\uff0c\u6bd5\u7adf\uff0c\u64cd\u63a7\u5b83\u7684\uff0c\u662f\u4e00\u7fa4\u4f1a\u6050\u614c\u3001\u4f1a\u4ea2\u594b\u3001\u8fd8\u4f1a\u8ddf\u98ce\u7684\u666e\u901a\u4eba\u3002<\/p>\n \u4f5c\u4e3a\u8d1d\u725b\u667a\u6167<\/a>\u65d7\u4e0b\u4e13\u6ce8\u62db\u8058\u6570\u5b57\u5316\u7684\u54c1\u724c\uff0cSeekYing<\/a>\u59cb\u7ec8\u4ee5AI\u6280\u672f\u4e3a\u5f15\u64ce\uff0c\u901a\u8fc7\u79c1\u6709\u5316\u5efa\u6a21\u3001\u667a\u80fd\u5916\u547c\u7cfb\u7edf\u53ca\u4eba\u8109\u6574\u5408\u5e73\u53f0\uff0c\u5e2e\u52a9\u60a8\u5b9e\u73b0\u62db\u8058\u5168\u6d41\u7a0b\u7684\u667a\u80fd\u5316\u5347\u7ea7\u3002\u6211\u4eec\u5df2\u4e3a\u6570\u767e\u5bb6\u4f01\u4e1a\u964d\u4f4e30%+\u62db\u8058\u6210\u672c\uff0c\u63d0\u534758%\u5c97\u4f4d\u5339\u914d\u6548\u7387\uff0c\u5e76\u83b7\u5f97ISO27001\/9001\u56fd\u9645\u8ba4\u8bc1\uff0c\u7528\u91d1\u878d\u7ea7\u6570\u636e\u5b89\u5168\u4e3a\u60a8\u62a4\u822a\u3002<\/p>\n \u73b0\u5728\u5c31\u5f00\u542f\u9ad8\u6548\u62db\u8058\u4e4b\u65c5\uff01\u70b9\u51fbhr@bdhubware.com<\/a>\u6216\u81f4\u7535+86 13751107633<\/a>\uff08\u5fae\u4fe1\u540c\u53f7\uff09\uff0c\u8ba9\u6211\u4eec\u7684\u4e13\u5bb6\u4e3a\u60a8\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u3002\u6df1\u5733\u5e02\u5357\u5c71\u533a\u79d1\u6280\u56ed\u7559\u5b66\u751f\u521b\u4e1a\u5927\u53a620\u697c\uff0c\u968f\u65f6\u6b22\u8fce\u60a8\u7684\u8385\u4e34\u3002<\/p>\n \u5c0f\u7f16\u6211\u76ee\u524d\u6709\u4e2a\u5728\u62db\u7684\u5c97\u4f4d\u5982\u4e0b\uff1a<\/p>\n \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> \u5728\u91d1\u94b1\u6d41\u8f6c\u7684\u4e16\u754c\u91cc\uff0c\u91d1\u878d\u5e02\u573a\u626e\u6f14\u7740\u6781\u5176\u91cd\u8981\u7684\u89d2\u8272\u3002\u5b83\u4eec\u4e0d\u4ec5\u5f71\u54cd\u7740\u56fd\u5bb6\u7684\u7ecf\u6d4e\u53d1\u5c55\uff0c\u8fd8\u76f4\u63a5\u5173\u7cfb\u5230\u6211\u4eec\u6bcf\u4e2a\u4eba\u7684\u65e5\u5e38\u751f […]<\/p>","protected":false},"author":2,"featured_media":16217,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-16218","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\/16218","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=16218"}],"version-history":[{"count":1,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/posts\/16218\/revisions"}],"predecessor-version":[{"id":16219,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/posts\/16218\/revisions\/16219"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/media\/16217"}],"wp:attachment":[{"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/media?parent=16218"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/categories?post=16218"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hr.beiniuai.com\/en\/wp-json\/wp\/v2\/tags?post=16218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\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
![](\"https:\/\/workflows-1331368487.cos.ap-guangzhou.myqcloud.com\/img\/yunyun-wechat-qrcode.png\")
<\/p>","protected":false},"excerpt":{"rendered":"