{"id":57460,"date":"2025-08-15T12:59:50","date_gmt":"2025-08-15T04:59:50","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/57460.html"},"modified":"2025-08-15T12:59:50","modified_gmt":"2025-08-15T04:59:50","slug":"%e5%a6%82%e4%bd%95%e5%86%99%e5%a5%bd%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%8f%90%e7%a4%ba%e8%af%8dprompt","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/57460.html","title":{"rendered":"\u5982\u4f55\u5199\u597d\u5927\u6a21\u578b\u7684\u63d0\u793a\u8bcdprompt"},"content":{"rendered":"<p>\u5927\u6a21\u578b\u63d0\u793a\u8bcd\u5de5\u7a0b\u3002\u8fd9\u662f\u5f53\u524d\u4eba\u5de5\u667a\u80fd\u9886\u57df&#xff0c;\u7279\u522b\u662f\u5927\u8bed\u8a00\u6a21\u578b\u5e94\u7528\u4e2d\u6700\u5173\u952e\u3001\u6700\u6d3b\u8dc3\u7684\u5b9e\u8df5\u9886\u57df\u4e4b\u4e00\u3002\u5b83\u76f4\u63a5\u51b3\u5b9a\u4e86\u6211\u4eec\u80fd\u5426\u6709\u6548\u5730\u9a7e\u9a6d\u8fd9\u4e9b\u5f3a\u5927\u7684\u6a21\u578b&#xff0c;\u8ba9\u5b83\u4eec\u4ea7\u51fa\u7b26\u5408\u9884\u671f\u3001\u9ad8\u8d28\u91cf\u3001\u5b89\u5168\u53ef\u9760\u7684\u7ed3\u679c\u3002<\/p>\n<h3>\u4e00\u3001\u4ec0\u4e48\u662f\u63d0\u793a\u8bcd\u5de5\u7a0b&#xff1f;<\/h3>\n<p>\u7b80\u5355\u6765\u8bf4&#xff0c;\u63d0\u793a\u8bcd\u5de5\u7a0b\u662f\u5173\u4e8e\u5982\u4f55\u8bbe\u8ba1\u3001\u4f18\u5316\u548c\u8fed\u4ee3\u8f93\u5165\u7ed9\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6587\u672c\u6307\u4ee4&#xff08;\u5373\u201c\u63d0\u793a\u8bcd\u201d&#xff09;&#xff0c;\u4ee5\u5f15\u5bfc\u6a21\u578b\u751f\u6210\u671f\u671b\u8f93\u51fa\u7684\u79d1\u5b66\u548c\u827a\u672f\u3002<\/p>\n<ul>\n<li>\u6838\u5fc3\u601d\u60f3&#xff1a; LLM \u672c\u8d28\u4e0a\u662f\u57fa\u4e8e\u6d77\u91cf\u6570\u636e\u8bad\u7ec3\u51fa\u7684\u201c\u6a21\u5f0f\u5339\u914d\u201d\u548c\u201c\u6982\u7387\u9884\u6d4b\u201d\u5f15\u64ce\u3002\u63d0\u793a\u8bcd\u5c31\u662f\u63d0\u4f9b\u7ed9\u6a21\u578b\u7684\u201c\u4e0a\u4e0b\u6587\u7ebf\u7d22\u201d\u6216\u201c\u4efb\u52a1\u63cf\u8ff0\u201d&#xff0c;\u6a21\u578b\u57fa\u4e8e\u8fd9\u4e9b\u7ebf\u7d22&#xff0c;\u7ed3\u5408\u5176\u5185\u90e8\u5b66\u5230\u7684\u77e5\u8bc6&#xff0c;\u9884\u6d4b\u5e76\u751f\u6210\u6700\u53ef\u80fd\u7684\u4e0b\u4e00\u4e2a\u8bcd\u5e8f\u5217\u3002<\/li>\n<li>\u7c7b\u6bd4&#xff1a;\n<ul>\n<li>\u50cf\u7ed9\u4e00\u4e2a\u6781\u5176\u806a\u660e\u4f46\u7f3a\u4e4f\u5177\u4f53\u80cc\u666f\u77e5\u8bc6\u6216\u610f\u56fe\u7406\u89e3\u80fd\u529b\u7684\u4eba\u4e0b\u8fbe\u6e05\u6670\u3001\u65e0\u6b67\u4e49\u7684\u5de5\u4f5c\u6307\u4ee4\u3002<\/li>\n<li>\u50cf\u7f16\u7a0b&#xff0c;\u4f46\u4f7f\u7528\u7684\u662f\u81ea\u7136\u8bed\u8a00\u800c\u975e\u4ee3\u7801&#xff0c;\u76ee\u6807\u662f\u201c\u7f16\u7a0b\u201d\u6a21\u578b\u7684\u63a8\u7406\u548c\u884c\u4e3a\u3002<\/li>\n<li>\u50cf\u8c03\u97f3\u5e08&#xff0c;\u4e0d\u65ad\u5fae\u8c03\u8f93\u5165\u4fe1\u53f7&#xff08;\u63d0\u793a\u8bcd&#xff09;\u4ee5\u83b7\u5f97\u6700\u4f73\u8f93\u51fa\u97f3\u6548&#xff08;\u6a21\u578b\u54cd\u5e94&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u4e8c\u3001\u4e3a\u4ec0\u4e48\u63d0\u793a\u8bcd\u5de5\u7a0b\u5982\u6b64\u91cd\u8981&#xff1f;<\/h3>\n<li>\u89e3\u9501\u6a21\u578b\u6f5c\u529b&#xff1a; \u5373\u4f7f\u662f\u6700\u5f3a\u5927\u7684\u6a21\u578b&#xff08;\u5982 GPT-4, Claude, Gemini \u7b49&#xff09;&#xff0c;\u5982\u679c\u63d0\u793a\u8bcd\u8bbe\u8ba1\u4e0d\u5f53&#xff0c;\u4e5f\u53ef\u80fd\u8f93\u51fa\u65e0\u5173\u3001\u9519\u8bef\u3001\u5e73\u5eb8\u751a\u81f3\u6709\u5bb3\u7684\u5185\u5bb9\u3002\u597d\u7684\u63d0\u793a\u8bcd\u80fd\u5145\u5206\u6fc0\u53d1\u6a21\u578b\u7684\u6f5c\u529b\u3002<\/li>\n<li>\u63d0\u9ad8\u8f93\u51fa\u8d28\u91cf\u548c\u76f8\u5173\u6027&#xff1a; \u7cbe\u786e\u7684\u63d0\u793a\u80fd\u5f15\u5bfc\u6a21\u578b\u805a\u7126\u4e8e\u7279\u5b9a\u4efb\u52a1\u3001\u9886\u57df\u6216\u98ce\u683c&#xff0c;\u663e\u8457\u63d0\u9ad8\u8f93\u51fa\u7684\u51c6\u786e\u6027\u3001\u76f8\u5173\u6027\u548c\u6709\u7528\u6027\u3002<\/li>\n<li>\u63a7\u5236\u8f93\u51fa\u683c\u5f0f\u548c\u98ce\u683c&#xff1a; \u53ef\u4ee5\u660e\u786e\u8981\u6c42\u6a21\u578b\u4ee5\u7279\u5b9a\u683c\u5f0f&#xff08;\u5982 JSON, Markdown, \u8868\u683c\u3001\u4ee3\u7801\u3001\u5217\u8868&#xff09;\u3001\u7279\u5b9a\u98ce\u683c&#xff08;\u5982\u6b63\u5f0f\u3001\u53e3\u8bed\u3001\u5e7d\u9ed8\u3001\u7b80\u6d01\u3001\u8be6\u7ec6&#xff09;\u3001\u7279\u5b9a\u89c6\u89d2&#xff08;\u5982\u4e13\u5bb6\u3001\u521d\u5b66\u8005&#xff09;\u6216\u7279\u5b9a\u8bed\u6c14&#xff08;\u5982\u4e2d\u7acb\u3001\u70ed\u60c5\u3001\u6279\u5224\u6027&#xff09;\u8fdb\u884c\u8f93\u51fa\u3002<\/li>\n<li>\u5f15\u5bfc\u590d\u6742\u63a8\u7406\u548c\u4efb\u52a1\u5206\u89e3&#xff1a; \u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a&#xff0c;\u53ef\u4ee5\u5f15\u5bfc\u6a21\u578b\u8fdb\u884c\u591a\u6b65\u63a8\u7406\u3001\u95ee\u9898\u5206\u89e3&#xff08;Chain-of-Thought&#xff09;\u3001\u81ea\u6211\u9a8c\u8bc1\u3001\u6279\u5224\u6027\u601d\u8003\u7b49\u590d\u6742\u8ba4\u77e5\u8fc7\u7a0b\u3002<\/li>\n<li>\u51cf\u5c11\u504f\u89c1\u548c\u6709\u5bb3\u8f93\u51fa&#xff1a; \u5408\u7406\u7684\u63d0\u793a\u8bcd\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u7ea6\u675f\u6a21\u578b&#xff0c;\u907f\u514d\u751f\u6210\u5e26\u6709\u504f\u89c1\u3001\u6b67\u89c6\u6027\u6216\u5371\u9669\u7684\u5185\u5bb9&#xff08;\u867d\u7136\u4e0d\u80fd\u5b8c\u5168\u4f9d\u8d56\u4e8e\u6b64&#xff0c;\u9700\u8981\u7ed3\u5408\u6a21\u578b\u672c\u8eab\u7684\u5b89\u5168\u673a\u5236&#xff09;\u3002<\/li>\n<li>\u63d0\u9ad8\u6548\u7387&#xff1a; \u597d\u7684\u63d0\u793a\u8bcd\u80fd\u51cf\u5c11\u9700\u8981\u4eba\u5de5\u4fee\u6539\u6216\u91cd\u65b0\u751f\u6210\u8f93\u51fa\u7684\u6b21\u6570&#xff0c;\u63d0\u9ad8\u4eba\u673a\u534f\u4f5c\u6548\u7387\u3002<\/li>\n<li>\u9002\u5e94\u6027\u548c\u53ef\u8fc1\u79fb\u6027&#xff1a; \u638c\u63e1\u63d0\u793a\u8bcd\u5de5\u7a0b\u6280\u80fd&#xff0c;\u53ef\u4ee5\u8ba9\u4f60\u5feb\u901f\u9002\u5e94\u4e0d\u540c\u7684\u6a21\u578b\u548c\u5e94\u7528\u573a\u666f\u3002<\/li>\n<h3>\u4e09\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u6838\u5fc3\u8981\u7d20\u4e0e\u65b9\u6cd5\u8bba<\/h3>\n<p>\u8bbe\u8ba1\u4e00\u4e2a\u6709\u6548\u7684\u63d0\u793a\u8bcd\u901a\u5e38\u9700\u8981\u8003\u8651\u4ee5\u4e0b\u5173\u952e\u8981\u7d20&#xff0c;\u5e76\u7075\u6d3b\u7ec4\u5408\u8fd0\u7528\u5404\u79cd\u6280\u5de7&#xff1a;<\/p>\n<h4>1. \u6838\u5fc3\u8981\u7d20<\/h4>\n<ul>\n<li>\u89d2\u8272&#xff1a; \u4e3a\u6a21\u578b\u8bbe\u5b9a\u4e00\u4e2a\u8eab\u4efd\u6216\u89d2\u8272&#xff08;\u4f8b\u5982&#xff1a;\u201c\u4f60\u662f\u4e00\u4f4d\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\u3001\u201c\u4f60\u662f\u4e00\u4f4d\u5386\u53f2\u5b66\u5bb6\u201d\u3001\u201c\u4f60\u662f\u4e00\u4e2a\u4e50\u4e8e\u52a9\u4eba\u7684AI\u52a9\u624b\u201d&#xff09;\u3002\u8fd9\u6709\u52a9\u4e8e\u6a21\u578b\u8c03\u6574\u5176\u77e5\u8bc6\u5e93\u548c\u8868\u8fbe\u65b9\u5f0f\u3002<\/li>\n<li>\u4efb\u52a1\/\u76ee\u6807&#xff1a; \u6e05\u6670\u3001\u5177\u4f53\u3001\u65e0\u6b67\u4e49\u5730\u63cf\u8ff0\u4f60\u5e0c\u671b\u6a21\u578b\u5b8c\u6210\u7684\u4efb\u52a1\u3002\u907f\u514d\u6a21\u7cca\u4e0d\u6e05\u7684\u6307\u4ee4&#xff08;\u4f8b\u5982&#xff1a;\u201c\u5199\u70b9\u4e1c\u897f\u201d vs \u201c\u5199\u4e00\u7bc7\u5173\u4e8e\u592a\u9633\u80fd\u4f18\u7f3a\u70b9\u7684300\u5b57\u79d1\u666e\u6587\u7ae0&#xff0c;\u9762\u5411\u4e2d\u5b66\u751f\u8bfb\u8005\u201d&#xff09;\u3002<\/li>\n<li>\u4e0a\u4e0b\u6587&#xff1a; \u63d0\u4f9b\u5fc5\u8981\u7684\u80cc\u666f\u4fe1\u606f\u3001\u7ea6\u675f\u6761\u4ef6\u3001\u53c2\u8003\u6750\u6599\u6216\u5148\u9a8c\u77e5\u8bc6\u3002\u8fd9\u5bf9\u4e8e\u8ba9\u6a21\u578b\u7406\u89e3\u7279\u5b9a\u9886\u57df\u6216\u573a\u666f\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li>\u8f93\u5165\u6570\u636e&#xff1a; \u63d0\u4f9b\u6a21\u578b\u9700\u8981\u5904\u7406\u7684\u5177\u4f53\u4fe1\u606f&#xff08;\u4f8b\u5982&#xff1a;\u4e00\u6bb5\u5f85\u603b\u7ed3\u7684\u6587\u672c\u3001\u4e00\u4e2a\u5f85\u7ffb\u8bd1\u7684\u53e5\u5b50\u3001\u4e00\u7ec4\u9700\u8981\u5206\u6790\u7684\u6570\u636e&#xff09;\u3002<\/li>\n<li>\u8f93\u51fa\u8981\u6c42\/\u683c\u5f0f&#xff1a; \u660e\u786e\u6307\u5b9a\u671f\u671b\u7684\u8f93\u51fa\u683c\u5f0f\u3001\u7ed3\u6784\u3001\u957f\u5ea6\u3001\u98ce\u683c\u3001\u5173\u952e\u70b9\u7b49&#xff08;\u4f8b\u5982&#xff1a;\u201c\u7528 Markdown \u5217\u51fa\u8981\u70b9\u201d\u3001\u201c\u751f\u6210\u4e00\u4e2a\u5305\u542b\u59d3\u540d\u3001\u90ae\u7bb1\u3001\u7535\u8bdd\u7684 JSON \u5bf9\u8c61\u201d\u3001\u201c\u4ee5\u62a5\u544a\u5f62\u5f0f\u5448\u73b0&#xff0c;\u5305\u542b\u6458\u8981\u3001\u5206\u6790\u3001\u7ed3\u8bba\u4e09\u90e8\u5206\u201d&#xff09;\u3002<\/li>\n<li>\u793a\u4f8b&#xff1a; \u63d0\u4f9b\u8f93\u5165-\u8f93\u51fa\u7684\u793a\u4f8b\u662f\u6700\u5f3a\u5927\u7684\u6280\u5de7\u4e4b\u4e00&#xff08;Few-shot Learning&#xff09;\u3002\u5c55\u793a\u4e00\u4e24\u4e2a\u4f8b\u5b50\u80fd\u8ba9\u6a21\u578b\u5feb\u901f\u7406\u89e3\u4efb\u52a1\u7684\u5177\u4f53\u8981\u6c42\u3002<\/li>\n<\/ul>\n<h4>2. \u5173\u952e\u65b9\u6cd5\u4e0e\u6280\u5de7<\/h4>\n<ul>\n<li>\u96f6\u6837\u672c&#xff1a; \u4e0d\u63d0\u4f9b\u4efb\u4f55\u793a\u4f8b&#xff0c;\u4ec5\u4f9d\u9760\u6e05\u6670\u7684\u4efb\u52a1\u63cf\u8ff0\u548c\u6307\u4ee4\u3002\u9002\u7528\u4e8e\u7b80\u5355\u6216\u6a21\u578b\u672c\u8eab\u5df2\u5f88\u719f\u6089\u7684\u4efb\u52a1\u3002<\/li>\n<li>\u5c11\u6837\u672c&#xff1a; \u63d0\u4f9b 1 \u5230\u51e0\u4e2a\u8f93\u5165-\u8f93\u51fa\u793a\u4f8b\u3002\u8fd9\u662f\u6700\u5e38\u7528\u4e14\u6548\u679c\u663e\u8457\u7684\u65b9\u6cd5&#xff0c;\u80fd\u6781\u5927\u63d0\u9ad8\u6a21\u578b\u7406\u89e3\u590d\u6742\u6216\u7279\u5b9a\u8981\u6c42\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/li>\n<li>\u601d\u7ef4\u94fe&#xff1a; \u5728\u63d0\u793a\u8bcd\u4e2d\u660e\u786e\u8981\u6c42\u6a21\u578b\u201c\u9010\u6b65\u63a8\u7406\u201d\u6216\u201c\u5c55\u793a\u601d\u8003\u8fc7\u7a0b\u201d&#xff08;\u4f8b\u5982&#xff1a;\u201c\u8ba9\u6211\u4eec\u4e00\u6b65\u6b65\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\u2026\u201d&#xff09;\u3002\u8fd9\u80fd\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u5728\u590d\u6742\u6570\u5b66\u3001\u903b\u8f91\u63a8\u7406\u6216\u9700\u8981\u591a\u6b65\u51b3\u7b56\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002<\/li>\n<li>\u6307\u4ee4\u7ec6\u5316&#xff1a;\n<ul>\n<li>\u660e\u786e\u6027&#xff1a; \u4f7f\u7528\u5177\u4f53\u52a8\u8bcd&#xff08;\u603b\u7ed3\u3001\u5206\u6790\u3001\u751f\u6210\u3001\u6bd4\u8f83\u3001\u6539\u5199\u3001\u89e3\u91ca\u3001\u7ffb\u8bd1\u3001\u5206\u7c7b\u3001\u7f16\u5199\u4ee3\u7801\u2026&#xff09;\u3002<\/li>\n<li>\u7ea6\u675f&#xff1a; \u8bbe\u7f6e\u8fb9\u754c&#xff08;\u201c\u4e0d\u8d85\u8fc7100\u5b57\u201d\u3001\u201c\u4ec5\u4f7f\u7528\u5b66\u672f\u8bed\u8a00\u201d\u3001\u201c\u907f\u514d\u4f7f\u7528\u4e13\u4e1a\u672f\u8bed\u201d&#xff09;\u3002<\/li>\n<li>\u8fed\u4ee3\u4f18\u5316&#xff1a; \u5f88\u5c11\u6709\u63d0\u793a\u8bcd\u80fd\u4e00\u6b21\u5b8c\u7f8e\u3002\u9700\u8981\u6839\u636e\u6a21\u578b\u8f93\u51fa\u4e0d\u65ad\u8c03\u6574\u63d0\u793a\u8bcd&#xff0c;\u4f7f\u5176\u66f4\u6e05\u6670\u3001\u66f4\u5177\u4f53\u6216\u589e\u52a0\u66f4\u591a\u7ea6\u675f\/\u4e0a\u4e0b\u6587\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7cfb\u7edf\u63d0\u793a&#xff1a; \u8bb8\u591a\u5e73\u53f0\u5141\u8bb8\u8bbe\u7f6e\u4e00\u4e2a\u6301\u4e45\u7684\u201c\u7cfb\u7edf\u63d0\u793a\u201d&#xff0c;\u5728\u6bcf\u6b21\u7528\u6237\u4ea4\u4e92\u524d\u90fd\u53d1\u9001\u7ed9\u6a21\u578b\u3002\u8fd9\u901a\u5e38\u7528\u4e8e\u8bbe\u5b9a\u6a21\u578b\u7684\u603b\u4f53\u89d2\u8272\u3001\u884c\u4e3a\u51c6\u5219\u3001\u5b89\u5168\u9650\u5236\u6216\u9ed8\u8ba4\u54cd\u5e94\u98ce\u683c&#xff08;\u4f8b\u5982&#xff1a;\u201c\u4f60\u662f\u4e00\u4e2a\u4e50\u4e8e\u52a9\u4eba\u3001\u8bda\u5b9e\u65e0\u5bb3\u7684\u52a9\u624b\u3002\u5982\u679c\u4e00\u4e2a\u95ee\u9898\u6ca1\u6709\u660e\u786e\u7b54\u6848&#xff0c;\u8bf7\u8bda\u5b9e\u5730\u8bf4\u4e0d\u77e5\u9053\u201d&#xff09;\u3002<\/li>\n<li>\u5206\u9694\u7b26&#xff1a; \u4f7f\u7528\u6e05\u6670\u7684\u5206\u9694\u7b26&#xff08;\u5982 &#096;&#096;&#096;, \u2014, &#061;&#061;&#061;, \u6216 XML \u6807\u7b7e&#xff09;\u6765\u533a\u5206\u63d0\u793a\u8bcd\u7684\u4e0d\u540c\u90e8\u5206&#xff08;\u6307\u4ee4\u3001\u4e0a\u4e0b\u6587\u3001\u8f93\u5165\u3001\u793a\u4f8b&#xff09;&#xff0c;\u907f\u514d\u6a21\u578b\u6df7\u6dc6\u3002<\/li>\n<li>\u6e29\u5ea6&#xff1a; \u867d\u7136\u4e0d\u5c5e\u4e8e\u63d0\u793a\u8bcd\u672c\u8eab&#xff0c;\u4f46\u8c03\u6574\u6a21\u578b\u53c2\u6570\u5982 temperature (\u63a7\u5236\u8f93\u51fa\u7684\u968f\u673a\u6027\u548c\u521b\u9020\u6027) \u548c top_p (\u63a7\u5236\u8bcd\u6c47\u9009\u62e9\u7684\u591a\u6837\u6027\u8303\u56f4) \u662f\u63d0\u793a\u8bcd\u5de5\u7a0b\u5b9e\u8df5\u4e2d\u7684\u91cd\u8981\u914d\u5408\u624b\u6bb5\u3002\u9ad8\u6e29\u5ea6\u66f4\u6709\u521b\u610f\u4f46\u53ef\u80fd\u504f\u79bb\u4e3b\u9898&#xff0c;\u4f4e\u6e29\u5ea6\u66f4\u805a\u7126\u4f46\u53ef\u80fd\u7f3a\u4e4f\u53d8\u5316\u3002<\/li>\n<li>\u6a21\u677f\u5316&#xff1a; \u4e3a\u5e38\u7528\u4efb\u52a1\u521b\u5efa\u53ef\u590d\u7528\u7684\u63d0\u793a\u8bcd\u6a21\u677f&#xff0c;\u53ea\u9700\u66ff\u6362\u5173\u952e\u53d8\u91cf&#xff08;\u5982\u4e3b\u9898\u3001\u98ce\u683c\u3001\u957f\u5ea6&#xff09;\u3002<\/li>\n<\/ul>\n<h3>\u56db\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u5e94\u7528\u573a\u666f&#xff08;\u793a\u4f8b&#xff09;<\/h3>\n<li>\u5185\u5bb9\u521b\u4f5c&#xff1a;\n<ul>\n<li>\u64b0\u5199\u6587\u7ae0\u3001\u535a\u5ba2\u3001\u8425\u9500\u6587\u6848\u3001\u6545\u4e8b\u3001\u8bd7\u6b4c\u3001\u6b4c\u8bcd\u3002<\/li>\n<li>\u751f\u6210\u521b\u610f&#xff08;\u4ea7\u54c1\u540d\u79f0\u3001\u5e7f\u544a\u8bed\u3001\u6545\u4e8b\u60c5\u8282&#xff09;\u3002<\/li>\n<li>\u6539\u5199\u3001\u6da6\u8272\u3001\u7b80\u5316\u6216\u7ffb\u8bd1\u6587\u672c\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u793a\u4f8b&#xff1a; \u201c\u4f60\u662f\u4e00\u4f4d\u8d44\u6df1\u79d1\u6280\u535a\u4e3b\u3002\u8bf7\u5199\u4e00\u7bc7800\u5b57\u5de6\u53f3\u7684\u6587\u7ae0&#xff0c;\u4ecb\u7ecd\u6700\u8fd1\u53d1\u5e03\u7684[\u624b\u673a\u578b\u53f7]\u7684\u4e09\u5927\u6838\u5fc3\u521b\u65b0\u70b9\u53ca\u5176\u5bf9\u7528\u6237\u4f53\u9a8c\u7684\u5b9e\u9645\u63d0\u5347\u3002\u8981\u6c42\u8bed\u8a00\u751f\u52a8&#xff0c;\u5438\u5f15\u79d1\u6280\u7231\u597d\u8005&#xff0c;\u5e76\u5305\u542b\u4e00\u4e2a\u5f15\u4eba\u601d\u8003\u7684\u7ed3\u5c3e\u3002\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\u4fe1\u606f\u63d0\u53d6\u4e0e\u603b\u7ed3&#xff1a;\n<ul>\n<li>\u4ece\u957f\u6587\u6863\u4e2d\u63d0\u53d6\u5173\u952e\u4fe1\u606f&#xff08;\u4eba\u7269\u3001\u4e8b\u4ef6\u3001\u6570\u636e&#xff09;\u3002<\/li>\n<li>\u603b\u7ed3\u4f1a\u8bae\u8bb0\u5f55\u3001\u7814\u7a76\u62a5\u544a\u3001\u65b0\u95fb\u6587\u7ae0\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u793a\u4f8b&#xff1a; \u201c\u8bf7\u9605\u8bfb\u4ee5\u4e0b\u4f1a\u8bae\u8bb0\u5f55\u6587\u672c&#xff08;\u5728\u5206\u9694\u7b26\u5185&#xff09;&#xff0c;\u63d0\u53d6\u51fa\u8ba8\u8bba\u7684\u4e94\u4e2a\u4e3b\u8981\u8bae\u9898\u3001\u9488\u5bf9\u6bcf\u4e2a\u8bae\u9898\u8fbe\u6210\u7684\u5173\u952e\u51b3\u8bae\u6216\u884c\u52a8\u9879&#xff08;\u5982\u679c\u6709&#xff09;&#xff0c;\u4ee5\u53ca\u4e0b\u4e00\u6b65\u8d1f\u8d23\u4eba\u548c\u622a\u6b62\u65e5\u671f\u3002\u4ee5\u8868\u683c\u5f62\u5f0f\u8f93\u51fa\u3002[\u4f1a\u8bae\u8bb0\u5f55\u6587\u672c]\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\u95ee\u7b54\u4e0e\u77e5\u8bc6\u68c0\u7d22&#xff1a;\n<ul>\n<li>\u56de\u7b54\u57fa\u4e8e\u4e8b\u5b9e\u6216\u5f00\u653e\u6027\u7684\u95ee\u9898\u3002<\/li>\n<li>\u89e3\u91ca\u590d\u6742\u6982\u5ff5\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u793a\u4f8b&#xff1a; \u201c\u6839\u636e\u53ef\u9760\u7684\u79d1\u5b66\u77e5\u8bc6&#xff0c;\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bed\u8a00\u89e3\u91ca\u91cf\u5b50\u7ea0\u7f20\u662f\u4ec0\u4e48&#xff1f;\u5b83\u7684\u6f5c\u5728\u5e94\u7528\u6709\u54ea\u4e9b&#xff1f;\u8bf7\u786e\u4fdd\u89e3\u91ca\u51c6\u786e\u65e0\u8bef\u3002\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\u4ee3\u7801\u751f\u6210\u4e0e\u5206\u6790&#xff1a;\n<ul>\n<li>\u6839\u636e\u63cf\u8ff0\u751f\u6210\u4ee3\u7801\u7247\u6bb5&#xff08;Python, SQL, HTML\u7b49&#xff09;\u3002<\/li>\n<li>\u89e3\u91ca\u4ee3\u7801\u529f\u80fd\u3002<\/li>\n<li>\u8c03\u8bd5\u6216\u4f18\u5316\u4ee3\u7801\u3002<\/li>\n<li>\u8f6c\u6362\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u793a\u4f8b&#xff1a; \u201c\u8bf7\u5199\u4e00\u4e2a Python \u51fd\u6570 calculate_circle_area(radius)&#xff0c;\u5b83\u63a5\u6536\u4e00\u4e2a\u534a\u5f84\u503c&#xff0c;\u8ba1\u7b97\u5e76\u8fd4\u56de\u5706\u7684\u9762\u79ef\u3002\u4f7f\u7528 math \u6a21\u5757\u4e2d\u7684 pi\u3002\u7136\u540e&#xff0c;\u8bf7\u89e3\u91ca\u8fd9\u6bb5\u4ee3\u7801\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\u5bf9\u8bdd\u4e0e\u89d2\u8272\u626e\u6f14&#xff1a;\n<ul>\n<li>\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u3002<\/li>\n<li>\u6a21\u62df\u7279\u5b9a\u89d2\u8272&#xff08;\u5ba2\u670d\u3001\u9762\u8bd5\u5b98\u3001\u8bed\u8a00\u5b66\u4e60\u4f19\u4f34&#xff09;\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u793a\u4f8b&#xff1a; \u201c\u4f60\u626e\u6f14\u4e00\u4f4d\u4e25\u683c\u7684\u6cd5\u8bed\u6559\u5e08\u3002\u6211\u5c06\u5c1d\u8bd5\u7528\u6cd5\u8bed\u548c\u4f60\u5bf9\u8bdd&#xff0c;\u5982\u679c\u6211\u72af\u4e86\u8bed\u6cd5\u6216\u8bcd\u6c47\u9519\u8bef&#xff0c;\u8bf7\u7acb\u5373\u793c\u8c8c\u5730\u7ea0\u6b63\u6211&#xff0c;\u5e76\u7ed9\u51fa\u6b63\u786e\u7684\u8868\u8fbe\u3002\u73b0\u5728\u5f00\u59cb\u5bf9\u8bdd&#xff1a;Bonjour&#xff01;\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\u6570\u636e\u5206\u6790\u4e0e\u6d1e\u5bdf&#xff1a;\n<ul>\n<li>\u89e3\u91ca\u6570\u636e\u56fe\u8868\u3002<\/li>\n<li>\u4ece\u7ed3\u6784\u5316\u6570\u636e&#xff08;\u5982CSV\u7247\u6bb5&#xff09;\u6216\u6587\u672c\u63cf\u8ff0\u4e2d\u63d0\u53d6\u6d1e\u5bdf\u3002<\/li>\n<li>\u751f\u6210\u6570\u636e\u62a5\u544a\u8349\u7a3f\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u793a\u4f8b&#xff1a; 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