{"id":133,"date":"2025-10-13T10:06:09","date_gmt":"2025-10-13T02:06:09","guid":{"rendered":"http:\/\/47.95.221.121\/?p=133"},"modified":"2025-10-14T15:24:50","modified_gmt":"2025-10-14T07:24:50","slug":"%e5%ae%9e%e7%94%a8%e7%9a%84%e6%8f%90%e7%a4%ba%e8%af%8d%e5%b7%a5%e7%a8%8b%e6%a8%a1%e6%9d%bf%ef%bc%9a7-%e4%b8%aa%e5%8f%af%e7%9b%b4%e6%8e%a5%e5%a4%8d%e5%88%b6%e7%b2%98%e8%b4%b4%e7%9a%84%e5%a4%a7%e8%af%ad","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/10\/13\/133\/","title":{"rendered":"\u5b9e\u7528\u7684\u63d0\u793a\u8bcd\u5de5\u7a0b\u6a21\u677f\uff1a7 \u4e2a\u53ef\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u7684\u5927\u8bed\u8a00\u6a21\u578b\u4f7f\u7528\u65b9\u6848"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1a\u574e\u74e6\u5c14\u00b7\u8fc8\u8d6b\u6797\uff08KDnuggets \u6280\u672f\u7f16\u8f91\u517c\u5185\u5bb9\u4e13\u5bb6\uff09<\/p>\n\n\n\n<p>\u53d1\u5e03\u65f6\u95f4\uff1a2025 \u5e74 10 \u6708 9 \u65e5<\/p>\n\n\n\n<p>\u6240\u5c5e\u9886\u57df\uff1a\u8bed\u8a00\u6a21\u578b<\/p>\n\n\n\n<p><strong>\u5f15\u8a00<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u66fe\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5904\u7406\u4e0d\u540c\u4efb\u52a1\uff0c\u6216\u8bb8\u5df2\u7ecf\u53d1\u73b0\uff0c\u6a21\u578b\u7684\u54cd\u5e94\u8d28\u91cf\u5f80\u5f80\u53d6\u51b3\u4e8e\u63d0\u793a\u8bcd\u7684\u64b0\u5199\u65b9\u5f0f \u2014\u2014 \u8fd9\u5c31\u662f\u6211\u4eec\u6240\u8bf4\u7684 \u201c\u63d0\u793a\u8bcd\u5de5\u7a0b\u201d\u3002\u6307\u4ee4\u7684\u8868\u8ff0\u65b9\u5f0f\uff0c\u53ef\u80fd\u51b3\u5b9a\u4f60\u5f97\u5230\u7684\u662f\u6a21\u7cca\u7684\u56de\u590d\uff0c\u8fd8\u662f\u7cbe\u51c6\u3001\u53ef\u7528\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u6211\u77e5\u9053\uff0c\u63d0\u793a\u8bcd\u5de5\u7a0b\u6709\u65f6\u4f1a\u8ba9\u4eba\u89c9\u5f97\u68d8\u624b\u3002\u5b83\u5e76\u975e\u7eaf\u7cb9\u7684\u79d1\u5b66\uff0c\u800c\u662f\u79d1\u5b66\u4e0e\u827a\u672f\u7684\u7ed3\u5408\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u9700\u8981\u901a\u8fc7\u5c1d\u8bd5\uff0c\u627e\u5230\u6bcf\u79cd\u573a\u666f\u4e0b\u7684\u6700\u4f73\u65b9\u6848\u3002\u4e0d\u8fc7\u522b\u62c5\u5fc3\uff0c\u672c\u6587\u5c06\u4e3a\u4f60\u63d0\u4f9b\u5e2e\u52a9\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5c06\u4ecb\u7ecd&nbsp;7 \u4e2a\u7ecf\u8fc7\u9a8c\u8bc1\u7684 \u201c\u65b9\u6848\u201d\uff0c\u4f60\u53ef\u4ee5\u6536\u85cf\u8d77\u6765\uff0c\u7528\u4e8e\u81ea\u5df1\u7684\u4efb\u52a1\u3002\u672c\u6587\u4e0d\u4f1a\u6db5\u76d6\u6240\u6709\u9886\u57df\uff0c\u800c\u662f\u805a\u7126 7 \u4e2a\u4e0d\u540c\u65b9\u5411\u3002\u5982\u679c\u5176\u4e2d\u4efb\u4f55\u4e00\u4e2a\u4e0e\u4f60\u7684\u5de5\u4f5c\u9700\u6c42\u76f8\u7b26\uff0c\u4e0d\u59a8\u5c1d\u8bd5\u4e00\u4e0b\uff0c\u5e76\u5728\u8bc4\u8bba\u533a\u544a\u8bc9\u6211\u4f7f\u7528\u6548\u679c\u3002\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u5f00\u59cb\u5427\u3002<\/p>\n\n\n\n<p><strong>1. \u6c42\u804c\u4e0e\u804c\u573a\u9886\u57df \u2014\u2014 \u89d2\u8272\u8bbe\u5b9a + \u4e2a\u6027\u5316\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u5343\u7bc7\u4e00\u5f8b\u7684\u6c42\u804c\u4fe1\u5f88\u5bb9\u6613\u88ab\u8bc6\u7834\u3002\u867d\u7136\u6211\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u81ea\u5df1\u64b0\u5199\u7684\u6c42\u804c\u4fe1\u8bfb\u8d77\u6765\u66f4\u81ea\u7136\uff0c\u4e5f\u66f4\u80fd\u5438\u5f15\u96c7\u4e3b\u7684\u79ef\u6781\u56de\u5e94\uff0c\u4f46\u6211\u7406\u89e3\uff0c\u7528\u5927\u8bed\u8a00\u6a21\u578b\u5199\u6c42\u804c\u4fe1\u662f\u6700\u5e38\u89c1\u7684\u573a\u666f\u4e4b\u4e00\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u63d0\u793a\u8bcd\u9700\u8981\u52a0\u5165\u4e2a\u4eba\u7279\u8272\uff0c\u5e76\u4fdd\u6301\u81ea\u7136\u8bed\u6c14\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u53ea\u662f\u7b80\u5355\u7c98\u8d34\u7b80\u5386\u5185\u5bb9\uff0c\u6a21\u578b\u5f80\u5f80\u4f1a\u7a81\u51fa\u6240\u6709\u4fe1\u606f&nbsp;\u2014\u2014 \u5305\u62ec\u90a3\u4e9b\u5e76\u975e\u91cd\u70b9\u7684\u5185\u5bb9\u3002\u4f60\u4e5f\u53ef\u4ee5\u5728\u7ed3\u6784\u90e8\u5206\u6dfb\u52a0\u51e0\u4e2a\u5173\u952e\u8981\u70b9\u3002\u5207\u8bb0\u4e0d\u8981\u8fd9\u6837\u63d0\u95ee\uff1a\u201c\u4e3a XYZ \u516c\u53f8\u7684\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u5c97\u4f4d\u5199\u4e00\u5c01\u6c42\u804c\u4fe1\u201d\u2014\u2014 \u8fd9\u6837\u4f1a\u8ba9\u4f60\u7684\u6c42\u804c\u4fe1\u663e\u5f97\u548c\u5176\u4ed6\u5019\u9009\u4eba\u7684\u6beb\u65e0\u5dee\u522b\uff0c\u7ed9\u96c7\u4e3b\u7559\u4e0b\u4e0d\u597d\u7684\u5370\u8c61\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u4f60\u662f\u6211\u7684\u804c\u573a\u52a9\u624b\u3002\u8bf7\u4e3a&nbsp;[\u516c\u53f8\u540d\u79f0] \u7684 [\u804c\u4f4d\u540d\u79f0] \u5c97\u4f4d\uff0c\u64b0\u5199\u4e00\u5c01\u91cf\u8eab\u5b9a\u5236\u7684\u6c42\u804c\u4fe1\u3002<\/p>\n\n\n\n<p>\u6211\u7684\u4e2a\u4eba\u4fe1\u606f\uff1a[\u7c98\u8d34\u6838\u5fc3\u6280\u80fd\u3001\u6700\u76f8\u5173\u7684\u6210\u5c31\u53ca\u5de5\u4f5c\u7ecf\u5386]<\/p>\n\n\n\n<p>\u5199\u4f5c\u8981\u6c42\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bed\u6c14\uff1a\u4e13\u4e1a\u3001\u81ea\u4fe1\u4e14\u81ea\u7136\uff0c\u907f\u514d\u8fc7\u5ea6\u70ed\u60c5\uff1b<\/li>\n\n\n\n<li>\u7ecf\u9a8c\u603b\u7ed3\u9700\u7a81\u51fa\u53ef\u8fc1\u79fb\u4ef7\u503c\u4e0e\u5b9e\u9645\u5f71\u54cd\uff0c\u800c\u975e\u9010\u6761\u7f57\u5217\u5de5\u4f5c\u4efb\u52a1\uff1b<\/li>\n\n\n\n<li>\u7ed3\u6784\uff1a1\uff09\u7b80\u8981\u5f15\u8a00\uff0c\u8868\u8fbe\u5bf9\u8be5\u5c97\u4f4d \/ \u516c\u53f8\u7684\u771f\u8bda\u5174\u8da3\uff1b2\uff09\u7b80\u6d01\u6bb5\u843d\uff0c\u5c06\u6211\u7684\u80cc\u666f\u4e0e\u5c97\u4f4d\u8981\u6c42\u5173\u8054\uff1b3\uff09\u7ed3\u5c3e\u6bb5\u843d\uff0c\u4ee5\u81ea\u4fe1\u4e14\u793c\u8c8c\u7684\u8bed\u6c14\u63d0\u51fa\u884c\u52a8\u547c\u5401\uff08\u5982\u8bf7\u6c42\u9762\u8bd5\uff09\uff1b<\/li>\n\n\n\n<li>\u4fe1\u4ef6\u7bc7\u5e45\u63a7\u5236\u5728\u4e00\u9875\u4ee5\u5185\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>2. \u6570\u5b66\u4e0e\u903b\u8f91\u63a8\u7406\u9886\u57df \u2014\u2014 \u601d\u7ef4\u94fe + \u89d2\u8272\u8bbe\u5b9a + \u5c11\u6837\u672c\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u793e\u533a\u4e2d\u5927\u591a\u6570\u4eba\u53ef\u80fd\u5df2\u7ecf\u4e86\u89e3&nbsp;\u201c\u601d\u7ef4\u94fe\u63d0\u793a\u8bcd\u201d \u548c \u201c\u5c11\u6837\u672c\u63d0\u793a\u8bcd\u201d \u7684\u6982\u5ff5\uff0c\u4f46\u7531\u4e8e\u8bb8\u591a\u5b66\u751f\u548c\u975e\u6280\u672f\u7528\u6237\u4f1a\u7528\u5927\u8bed\u8a00\u6a21\u578b\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898\uff0c\u6211\u4ecd\u60f3\u660e\u786e\u8bf4\u660e\u8fd9\u4e00\u6a21\u677f\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u76f4\u63a5\u5411\u5927\u8bed\u8a00\u6a21\u578b\u63d0\u51fa\u6570\u5b66\u95ee\u9898\uff0c\u6a21\u578b\u5f80\u5f80\u96be\u4ee5\u5e94\u5bf9\u3002\u4f8b\u5982\uff0c\u8ba9\u6a21\u578b\u6570\u51fa&nbsp;\u201cstrawberry\u201d\uff08\u8349\u8393\uff09\u4e2d\u7684\u5b57\u6bcd \u201cr\u201d \u6570\u91cf\uff0c\u5b83\u53ef\u80fd\u4f1a\u51fa\u9519\u3002\u76f8\u53cd\uff0c\u82e5\u660e\u786e\u8981\u6c42\u6a21\u578b \u201c\u9010\u6b65\u63a8\u7406\u201d\uff0c\u51c6\u786e\u7387\u4f1a\u663e\u8457\u63d0\u5347\u3002\u6b64\u5916\uff0c\u52a0\u5165 \u201c\u5c11\u6837\u672c\u793a\u4f8b\u201d\uff08\u5373\u5df2\u89e3\u7b54\u7684\u9898\u76ee\uff09\uff0c\u80fd\u8ba9\u6a21\u578b\u66f4\u6e05\u6670\u5730\u7406\u89e3\u63a8\u7406\u8fc7\u7a0b\uff0c\u8fdb\u4e00\u6b65\u51cf\u5c11\u9519\u8bef\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u4f60\u662f\u4e00\u540d\u6570\u5b66\u5bb6\u6559\u3002\u8bf7\u5148\u9010\u6b65\u89e3\u7b54\u4ee5\u4e0b\u95ee\u9898\uff0c\u518d\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u3002<\/p>\n\n\n\n<p>\u793a\u4f8b\uff1a<\/p>\n\n\n\n<p>\u95ee\u9898\uff1a\u4e00\u5217\u706b\u8f66\u4ee5\u6bcf\u5c0f\u65f6&nbsp;60 \u516c\u91cc\u7684\u901f\u5ea6\u884c\u9a76 2 \u5c0f\u65f6\uff0c\u884c\u9a76\u7684\u8ddd\u79bb\u662f\u591a\u5c11\uff1f<\/p>\n\n\n\n<p>\u89e3\u7b54\uff1a\u6b65\u9aa4&nbsp;1\uff1a\u8def\u7a0b = \u901f\u5ea6 \u00d7 \u65f6\u95f4\uff0c\u5373 60\u00d72=120 \u516c\u91cc\u3002<\/p>\n\n\n\n<p>\u6700\u7ec8\u7b54\u6848\uff1a120 \u516c\u91cc<\/p>\n\n\n\n<p>\u73b0\u5728\u8bf7\u89e3\u7b54\u8fd9\u9053\u9898\uff1a<\/p>\n\n\n\n<p>[\u63d2\u5165\u4f60\u7684\u6570\u5b66\u95ee\u9898]<\/p>\n\n\n\n<p><strong>3. \u4ee3\u7801\u751f\u6210\u9886\u57df \u2014\u2014 \u6307\u4ee4\u62c6\u89e3 + \u7ea6\u675f\u6761\u4ef6\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u4ee3\u7801\u751f\u6210\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4e3b\u8981\u5e94\u7528\u573a\u666f\u4e4b\u4e00\uff0c\u8fd9\u4e5f\u662f&nbsp;\u201c\u6c1b\u56f4\u7f16\u7801\u201d\uff08vibe coding\uff09\u4e00\u8bcd\u6d41\u884c\u8d77\u6765\u7684\u539f\u56e0\u3002\u5373\u4f7f\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5f00\u53d1\u8005\uff0c\u4e5f\u4f1a\u7528\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u57fa\u7840\u4ee3\u7801\u6a21\u677f\uff0c\u518d\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u884c\u62d3\u5c55\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u6709\u7f16\u7a0b\u7ecf\u9a8c\u5c31\u4f1a\u77e5\u9053\uff0c\u540c\u4e00\u4e2a\u95ee\u9898\u5f80\u5f80\u6709\u591a\u79cd\u89e3\u6cd5\uff0c\u800c\u5927\u8bed\u8a00\u6a21\u578b\u6709\u65f6\u4f1a\u628a\u95ee\u9898\u590d\u6742\u5316\u3002\u6b64\u65f6\uff0c\u901a\u8fc7\u63d0\u793a\u8bcd\u7ed9\u51fa&nbsp;\u201c\u7ea6\u675f\u6761\u4ef6\u201d\uff0c\u5e76\u62c6\u89e3\u4efb\u52a1\uff08\u660e\u786e\u8f93\u5165\u3001\u8f93\u51fa\u53ca\u9700\u6c42\uff09\uff0c\u80fd\u8ba9\u6a21\u578b\u7684\u8f93\u51fa\u66f4\u8d34\u5408\u5b9e\u9645\u4f7f\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u4f60\u662f\u4e00\u540d\u8d44\u6df1\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3002\u8bf7\u4f7f\u7528&nbsp;{\u7ea6\u675f\u6761\u4ef6\uff0c\u5982 \u201cPython 3.10\u201d\u201c\u65e0\u7b2c\u4e09\u65b9\u5e93\u4f9d\u8d56\u201d \u7b49}\uff0c\u7f16\u5199\u5b9e\u73b0\u4ee5\u4e0b\u4efb\u52a1\u7684 Python \u4ee3\u7801\u3002<\/p>\n\n\n\n<p>\u4efb\u52a1\uff1a{\u63cf\u8ff0\u4ee3\u7801\u9700\u5b9e\u73b0\u7684\u529f\u80fd\uff0c\u5982 \u201c\u4ece CSV \u6587\u4ef6\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u7b5b\u9009\u51fa\u5e74\u9f84\u5927\u4e8e 30 \u7684\u7528\u6237\u5e76\u5bfc\u51fa\u4e3a\u65b0\u6587\u4ef6\u201d}<\/p>\n\n\n\n<p>\u8981\u6c42\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8f93\u5165\u683c\u5f0f\uff1a{\u660e\u786e\u8f93\u5165\u5185\u5bb9\u53ca\u683c\u5f0f\uff0c\u5982 \u201cUTF-8 \u7f16\u7801\u7684 CSV \u6587\u4ef6\uff0c\u5305\u542b\u2018\u59d3\u540d\u2019\u2018\u5e74\u9f84\u2019\u2018\u90ae\u7bb1\u2019\u4e09\u5217\u201d}<\/li>\n\n\n\n<li>\u8f93\u51fa\u683c\u5f0f\uff1a{\u660e\u786e\u8f93\u51fa\u5185\u5bb9\u53ca\u683c\u5f0f\uff0c\u5982 \u201c\u65b0 CSV \u6587\u4ef6\uff0c\u547d\u540d\u4e3a\u2018filtered_users.csv\u2019\uff0c\u4fdd\u7559\u539f\u6587\u4ef6\u6240\u6709\u5217\u201d}<\/li>\n\n\n\n<li>\u9700\u5904\u7406\u7684\u8fb9\u7f18\u60c5\u51b5\uff1a{\u5217\u51fa\u8fb9\u7f18\u60c5\u51b5\uff0c\u5982 \u201cCSV \u6587\u4ef6\u4e3a\u7a7a\u201d\u201c\u5e74\u9f84\u5217\u5b58\u5728\u975e\u6570\u5b57\u503c\u201d\u201c\u6587\u4ef6\u8def\u5f84\u4e0d\u5b58\u5728\u201d}<\/li>\n<\/ul>\n\n\n\n<p>\u4ec5\u63d0\u4f9b\u7b80\u6d01\u3001\u5e26\u6ce8\u91ca\u7684\u4ee3\u7801\u3002<\/p>\n\n\n\n<p><strong>4. \u5b66\u4e60\u4e0e\u8f85\u5bfc\u9886\u57df \u2014\u2014 \u82cf\u683c\u62c9\u5e95\u5f0f\u63d0\u95ee + \u5f15\u5bfc\u5f0f\u6559\u5b66\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u8bb8\u591a\u4eba\u5c06\u5927\u8bed\u8a00\u6a21\u578b\u7528\u4f5c\u5b66\u4e60\u5de5\u5177\uff0c\u56e0\u4e3a\u5b83\u7075\u6d3b\u6027\u9ad8\uff0c\u4e14\u80fd\u8f7b\u677e\u9002\u914d\u4e2a\u4eba\u504f\u597d\u7684\u5b66\u4e60\u7ed3\u6784\u3002\u4e0d\u540c\u7684\u6559\u5b66\u65b9\u6cd5\u9002\u7528\u4e8e\u4e0d\u540c\u4eba\u7fa4\uff0c\u4f46\u6211\u53d1\u73b0\uff0c\u5728\u6559\u80b2\u9886\u57df\u4e2d\uff0c\u4e00\u79cd\u65e2\u5b9e\u7528\u53c8\u88ab\u5e7f\u6cdb\u91c7\u7528\u7684\u65b9\u6cd5\u662f&nbsp;\u201c\u975e\u5355\u5411\u704c\u8f93\u201d\u2014\u2014 \u6559\u5e08\u901a\u8fc7\u63d0\u95ee\u68c0\u67e5\u5b66\u751f\u7684\u7406\u89e3\u7a0b\u5ea6\uff0c\u518d\u6839\u636e\u60c5\u51b5\u8fdb\u4e00\u6b65\u6f84\u6e05\u6216\u8bb2\u89e3\u3002\u8fd9\u79cd\u65b9\u5f0f\u80fd\u8ba9\u5b66\u4e60\u8fc7\u7a0b\u66f4\u5177\u4e92\u52a8\u6027\uff0c\u907f\u514d\u88ab\u52a8\u9605\u8bfb\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u4f60\u662f\u4e00\u540d\u8010\u5fc3\u7684\u5bb6\u6559\u3002\u4e0d\u8981\u76f4\u63a5\u7ed9\u51fa\u7b54\u6848\uff0c\u800c\u662f\u901a\u8fc7\u6211\u80fd\u56de\u7b54\u7684\u95ee\u9898\uff0c\u9010\u6b65\u5f15\u5bfc\u6211\u601d\u8003\u3002\u4e4b\u540e\uff0c\u6839\u636e\u6211\u7684\u56de\u7b54\uff0c\u6e05\u6670\u5730\u8bb2\u89e3\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u4e3b\u9898\uff1a{\u63d2\u5165\u5b66\u4e60\u4e3b\u9898\uff0c\u5982 \u201c\u5fae\u79ef\u5206\u4e2d\u7684\u94fe\u5f0f\u6cd5\u5219\u201d\u201c\u82f1\u8bed\u8fc7\u53bb\u5b8c\u6210\u65f6\u7684\u7528\u6cd5\u201d\u201c\u5149\u5408\u4f5c\u7528\u7684\u8fc7\u7a0b\u201d}<\/p>\n\n\n\n<p>\u5f00\u59cb\u6559\u5b66\uff1a<\/p>\n\n\n\n<p><strong>5. \u521b\u610f\u5199\u4f5c\u4e0e\u6545\u4e8b\u521b\u4f5c\u9886\u57df \u2014\u2014 \u89d2\u8272\u8bbe\u5b9a + \u98ce\u683c\u7ea6\u675f\u7684\u53ef\u63a7\u521b\u610f\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u51fa\u73b0\u540e\uff0c\u4e00\u4e2a\u4e3b\u8981\u5e94\u7528\u573a\u666f\u662f\u513f\u7ae5\u5185\u5bb9\u521b\u4f5c&nbsp;\u2014\u2014 \u56e0\u4e3a\u6a21\u578b\u80fd\u751f\u6210\u5f15\u4eba\u5165\u80dc\u7684\u6545\u4e8b\u3002\u4f60\u53ef\u80fd\u4e5f\u6ce8\u610f\u5230\uff0cYouTube \u4e0a\u7684 AI \u751f\u6210\u89c6\u9891\u4e5f\u9075\u5faa\u8fd9\u4e00\u8d8b\u52bf\u3002<\/p>\n\n\n\n<p>\u6545\u4e8b\u751f\u6210\u672c\u8eab\u5f88\u6709\u8da3\uff0c\u4f46\u5982\u679c\u5b8c\u5168\u8ba9\u6a21\u578b\u81ea\u7531\u53d1\u6325\uff0c\u5f88\u5bb9\u6613\u504f\u79bb\u4e3b\u9898\u3002\u8981\u8ba9\u6545\u4e8b\u65e2\u5438\u5f15\u4eba\u53c8\u7ed3\u6784\u6e05\u6670\uff0c\u9700\u8981\u8bbe\u5b9a\u4e00\u4e9b\u7ea6\u675f\u6761\u4ef6\uff0c\u6bd4\u5982\u53d9\u4e8b\u89c6\u89d2\u3001\u4e3b\u9898\u3001\u89d2\u8272\uff0c\u751a\u81f3\u7ed3\u5c40\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u521b\u610f\u7c7b\u4efb\u52a1\u7684\u6548\u679c\u8981\u597d\u5f97\u591a\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u4f60\u662f\u4e00\u540d\u64c5\u957f\u8bb2\u6545\u4e8b\u7684\u521b\u4f5c\u8005\u3002\u8bf7\u521b\u4f5c\u4e00\u7bc7\u7ea6&nbsp;400 \u5b57\u3001\u5e26\u6709\u9b54\u5e7b\u73b0\u5b9e\u4e3b\u4e49\u98ce\u683c\u7684\u77ed\u7bc7\u6545\u4e8b\u3002<\/p>\n\n\n\n<p>\u8981\u6c42\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53d9\u4e8b\u89c6\u89d2\uff1a\u7b2c\u4e00\u4eba\u79f0<\/li>\n\n\n\n<li>\u4e3b\u9898\uff1a\u5728\u5e73\u51e1\u4e8b\u7269\u4e2d\u53d1\u73b0\u9690\u85cf\u4e16\u754c<\/li>\n\n\n\n<li>\u53d7\u4f17&nbsp;\/ \u590d\u6742\u5ea6\uff1a\u513f\u7ae5\uff08\u8bed\u8a00\u7b80\u5355\u6613\u61c2\uff09<\/li>\n\n\n\n<li>\u7ed3\u5c40\uff1a\u4ee5\u4e00\u4e2a\u51fa\u4eba\u610f\u6599\u7684\u8f6c\u6298\u6536\u5c3e\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>6. \u5934\u8111\u98ce\u66b4\u4e0e\u521b\u610f\u751f\u6210\u9886\u57df \u2014\u2014 \u53d1\u6563 + \u6536\u655b\u601d\u7ef4\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u5728\u521b\u610f\u9886\u57df\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u6700\u6709\u6548\u7684\u7528\u9014\u4e4b\u4e00\u662f\u8f85\u52a9\u5934\u8111\u98ce\u66b4\u3002\u4f46\u5982\u679c\u53ea\u662f\u7b80\u5355\u63d0\u95ee&nbsp;\u201c\u7ed9\u6211\u4e00\u4e9b\u60f3\u6cd5\u201d\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u7ed9\u51fa\u968f\u673a\u5217\u8868 \u2014\u2014 \u8981\u4e48\u8fc7\u4e8e\u5bbd\u6cdb\uff0c\u8981\u4e48\u4e0d\u5207\u5b9e\u9645\u3002<\/p>\n\n\n\n<p>\u66f4\u597d\u7684\u65b9\u5f0f\u662f\u9075\u5faa\u73b0\u5b9e\u4e2d\u5934\u8111\u98ce\u66b4\u7684\u6d41\u7a0b\uff1a\u5148&nbsp;\u201c\u53d1\u6563\u201d\uff0c\u751f\u6210\u5c3d\u53ef\u80fd\u591a\u7684\u539f\u59cb\u60f3\u6cd5\uff1b\u518d \u201c\u6536\u655b\u201d\uff0c\u7b5b\u9009\u5e76\u5b8c\u5584\u6700\u4f73\u60f3\u6cd5\uff0c\u5f62\u6210\u53ef\u884c\u65b9\u6848\u3002\u8fd9\u6837\u65e2\u80fd\u4fdd\u8bc1\u8f93\u51fa\u7684\u521b\u610f\u6027\uff0c\u53c8\u80fd\u517c\u987e\u7ed3\u6784\u6027\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u6b65\u9aa4&nbsp;1\uff1a\u4e3a [\u4e3b\u9898\uff0c\u5982 \u201c\u5496\u5561\u9986\u7684\u7ebf\u4e0a\u63a8\u5e7f\u6d3b\u52a8\u201d\u201c\u73af\u4fdd\u4e3b\u9898\u7684\u6821\u56ed\u793e\u56e2\u6d3b\u52a8\u201d] \u751f\u6210 10 \u4e2a\u539f\u59cb\u3001\u672a\u7ecf\u8fc7\u6ee4\u7684\u60f3\u6cd5\uff1b<\/p>\n\n\n\n<p>\u6b65\u9aa4&nbsp;2\uff1a\u4ece\u8fd9 10 \u4e2a\u60f3\u6cd5\u4e2d\u9009\u51fa 3 \u4e2a\u6700\u5b9e\u7528\u7684\uff0c\u4e3a\u6bcf\u4e2a\u60f3\u6cd5\u62d3\u5c55\u6210\u8be6\u7ec6\u65b9\u6848\uff08\u5305\u542b\u5b9e\u65bd\u6b65\u9aa4\u3001\u6240\u9700\u8d44\u6e90\u3001\u9884\u671f\u6548\u679c\uff09\u3002<\/p>\n\n\n\n<p><strong>7. \u5546\u4e1a\u4e0e\u6218\u7565\u9886\u57df \u2014\u2014 \u987e\u95ee\u98ce\u683c\u7684\u7ed3\u6784\u5316\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u8bb8\u591a\u4eba\u4e5f\u4f1a\u7528\u5927\u8bed\u8a00\u6a21\u578b\u5904\u7406\u5546\u4e1a\u76f8\u5173\u4efb\u52a1\uff0c\u65e0\u8bba\u662f\u5e02\u573a\u8c03\u7814\u3001\u89c4\u5212\uff0c\u8fd8\u662f\u6218\u7565\u5236\u5b9a\u3002\u4f46\u95ee\u9898\u5728\u4e8e\uff0c\u5982\u679c\u63d0\u51fa\u6a21\u7cca\u7684\u95ee\u9898\uff08\u5982&nbsp;\u201c\u5982\u4f55\u6539\u8fdb\u6211\u7684\u4e1a\u52a1\u201d\uff09\uff0c\u901a\u5e38\u53ea\u4f1a\u5f97\u5230\u6cdb\u6cdb\u800c\u8c08\u7684\u7b54\u6848\uff0c\u6beb\u65e0\u5b9e\u9645\u5e2e\u52a9\u3002<\/p>\n\n\n\n<p>\u8981\u83b7\u5f97\u66f4\u5b9e\u7528\u3001\u6e05\u6670\u7684\u8f93\u51fa\uff0c\u9700\u5c06\u63d0\u793a\u8bcd\u8bbe\u8ba1\u6210\u7ed3\u6784\u5316\u683c\u5f0f&nbsp;\u2014\u2014 \u7c7b\u4f3c\u54a8\u8be2\u516c\u53f8\u5448\u73b0\u5206\u6790\u62a5\u544a\u7684\u65b9\u5f0f\u3002\u8fd9\u6837\u80fd\u8ba9\u7b54\u6848\u805a\u7126\u91cd\u70b9\u3001\u907f\u514d\u5197\u4f59\uff0c\u4e14\u66f4\u5177\u53ef\u6267\u884c\u6027\u3002<\/p>\n\n\n\n<p>\u6a21\u677f\uff1a<\/p>\n\n\n\n<p>\u4f60\u662f\u4e00\u540d\u6218\u7565\u987e\u95ee\u3002\u8bf7\u4e3a&nbsp;[\u5546\u4e1a\u6311\u6218\uff0c\u5982 \u201c\u5c0f\u578b\u7ebf\u4e0b\u4e66\u5e97\u5982\u4f55\u63d0\u5347\u5ba2\u6d41\u91cf\u201d\u201c\u521d\u521b\u79d1\u6280\u516c\u53f8\u5982\u4f55\u62d3\u5c55 B \u7aef\u5ba2\u6237\u201d] \u63d0\u4f9b\u5305\u542b 3 \u4e2a\u90e8\u5206\u7684\u7ed3\u6784\u5316\u5206\u6790\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f53\u524d\u73b0\u72b6\uff1a\u5173\u952e\u4e8b\u5b9e\u3001\u5e02\u573a\u80cc\u666f\u6216\u53ef\u7528\u6570\u636e\uff1b<\/li>\n\n\n\n<li>\u6838\u5fc3\u6311\u6218\uff1a\u9700\u89e3\u51b3\u7684\u4e3b\u8981\u95ee\u9898\u6216\u969c\u788d\uff1b<\/li>\n\n\n\n<li>\u5efa\u8bae\u7b56\u7565\uff1a3 \u4e2a\u53ef\u76f4\u63a5\u843d\u5730\u6267\u884c\u7684\u6b65\u9aa4\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4f5c\u8005\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u574e\u74e6\u5c14\u00b7\u8fc8\u8d6b\u6797\u662f\u4e00\u540d\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u517c\u6280\u672f\u4f5c\u5bb6\uff0c\u5bf9\u6570\u636e\u79d1\u5b66\u53ca\u4eba\u5de5\u667a\u80fd\u4e0e\u533b\u5b66\u7684\u4ea4\u53c9\u9886\u57df\u62b1\u6709\u6d53\u539a\u70ed\u60c5\u3002\u5979\u4e0e\u4eba\u5408\u8457\u4e86\u7535\u5b50\u4e66\u300a\u7528\u00a0ChatGPT \u63d0\u5347\u751f\u4ea7\u529b\u300b\uff08Maximizing Productivity with ChatGPT\uff09\u3002\u4f5c\u4e3a\u00a02022 \u5e74\u8c37\u6b4c\u4e9a\u592a\u5730\u533a \u201c\u65b0\u751f\u4ee3\u5b66\u8005\u201d\uff08Google Generation Scholar\uff09\uff0c\u5979\u79ef\u6781\u5021\u5bfc\u591a\u6837\u6027\u4e0e\u5b66\u672f\u5353\u8d8a\uff1b\u540c\u65f6\uff0c\u5979\u8fd8\u83b7\u5f97\u4e86 Teradata \u79d1\u6280\u591a\u6837\u6027\u5b66\u8005\u3001Mitacs \u5168\u7403\u94fe\u63a5\u7814\u7a76\u5b66\u8005\u53ca\u54c8\u4f5b WeCode \u5b66\u8005\u7b49\u8363\u8a89\u3002\u6b64\u5916\uff0c\u574e\u74e6\u5c14\u8fd8\u662f\u4e00\u540d\u79ef\u6781\u7684\u53d8\u9769\u63a8\u52a8\u8005\uff0c\u521b\u529e\u4e86 \u201cFEMCodes\u201d \u7ec4\u7ec7\uff0c\u81f4\u529b\u4e8e\u8d4b\u80fd STEM\uff08\u79d1\u5b66\u3001\u6280\u672f\u3001\u5de5\u7a0b\u3001\u6570\u5b66\uff09\u9886\u57df\u7684\u5973\u6027\u4ece\u4e1a\u8005\u3002<\/p>\n\n\n\n<p>\u6587\u7ae0\u6765\u6e90\uff1a<\/p>\n\n\n\n<p><a href=\"https:\/\/www.kdnuggets.com\/prompt-engineering-templates-that-work-7-copy-paste-recipes-for-llms\">https:\/\/www.kdnuggets.com\/prompt-engineering-templates-that-work-7-copy-paste-recipes-for-llms<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u574e\u74e6\u5c14\u00b7\u8fc8\u8d6b\u6797\uff08KDnuggets \u6280\u672f\u7f16\u8f91\u517c\u5185\u5bb9\u4e13\u5bb6\uff09 \u53d1\u5e03&#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":238,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,9],"tags":[29],"class_list":["post-133","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-software","tag-29"],"_links":{"self":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/comments?post=133"}],"version-history":[{"count":2,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/133\/revisions"}],"predecessor-version":[{"id":237,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/133\/revisions\/237"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media\/238"}],"wp:attachment":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media?parent=133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/categories?post=133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/tags?post=133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}