{"id":10019918,"date":"2024-03-13T00:00:00","date_gmt":"2024-03-13T00:00:00","guid":{"rendered":"https:\/\/itmax.cn\/?p=10019918"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T16:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10019918","title":{"rendered":"Claude \u5b98\u65b9\u63d0\u793a\u8bcd\uff0c\u4e2d\u6587\u7248\uff08\u542bAPI Prompt\uff09"},"content":{"rendered":"<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/03\/05\/8fa330e4-dae2-11ee-840e-00163e142b65.png\" \/><\/p>\n<p>\u524d\u6bb5\u65f6\u95f4\uff0cClaude \u5b98\u65b9\u53d1\u5e03\u4e86\u63d0\u793a\u8bcd\u6a21\u677f\uff0c\u6db5\u76d6\u4e86\u5de5\u4f5c\u548c\u5a31\u4e50\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5171 63 \u7ec4\uff0c\u82f1\u6587\u3002<\/p>\n<p>\u6211\u590d\u523b\u4e86\u4e00\u5957\u4e2d\u6587\u7248\uff0c\u7531\u672c\u5927\u806a\u660e\u503e\u5fc3\u4ea7\u51fa\uff0c\u8bf7\u4eab\u7528\uff1a<\/p>\n<p>\u987a\u9053\u8bf4\u4e00\u4e0b\uff1a\u90e8\u5206 prompt \u662f\u7528\u4e8e api \u8bbe\u5b9a\u91cc\u7684\uff0c\u5b98\u65b9\u6587\u6863\u94fe\u63a5\uff0c\u5728\u6587\u672b\u3002<\/p>\n<h2  id=\"toc-1\" class=\"jltoc--item\">01 \u5b87\u5b99\u6253\u5b57<\/h2>\n<p><strong>\u8fd9\u4e2a\u662f\u7b80\u4ecb\uff0c\u4e0b\u540c\uff1a<\/strong><\/p>\n<p>\u751f\u6210\u4e00\u4e2a\u5355HTML\u6587\u4ef6\u7684\u4e92\u52a8\u6253\u5b57\u6e38\u620f\uff0c\u5b87\u5b99\u6253\u5b57\uff0c\u4fa7\u6eda\u73a9\u6cd5\uff0cTailwind CSS\u98ce\u683c<\/p>\n<p><strong>\u8fd9\u4e2a\u662f Prompt\uff0c\u4e0b\u540c\uff1a<\/strong><\/p>\n<blockquote>\n<p>\u7f16\u5199\u4e00\u4e2a\u5b8c\u6574\u7684\u7f51\u7edc\u5e94\u7528\u7a0b\u5e8f\u4f5c\u4e3a\u5355\u4e2aHTML\u6587\u4ef6\uff0c\u8be5\u5e94\u7528\u7a0b\u5e8f\u5e94\u5305\u542b\u4e00\u4e2a\u7b80\u5355\u7684\u6a2a\u5411\u6eda\u52a8\u6e38\u620f\uff0c\u6211\u4f7f\u7528WASD\u6765\u79fb\u52a8\u3002\u5728\u79fb\u52a8\u4e16\u754c\u65f6\uff0c\u5076\u5c14\u89d2\u8272\/\u7cbe\u7075\u4f1a\u9047\u5230\u5355\u8bcd\uff0c\u5f53\u9047\u5230\u5355\u8bcd\u65f6\uff0c\u73a9\u5bb6\u5fc5\u987b\u5c3d\u5feb\u6b63\u786e\u8f93\u5165\u8be5\u5355\u8bcd\uff0c\u8f93\u5165\u5355\u8bcd\u8d8a\u5feb\uff0c\u73a9\u5bb6\u83b7\u5f97\u7684\u5206\u6570\u5c31\u8d8a\u9ad8\uff0c\u6211\u4eec\u5e94\u8be5\u5728\u53f3\u4e0a\u89d2\u6709\u4e00\u4e2a\u8ba1\u6570\u5668\u6765\u8ddf\u8e2a\u5206\u6570\uff0c\u5355\u8bcd\u5e94\u8be5\u662f\u968f\u673a\u548c\u9ad8\u5ea6\u53ef\u53d8\u7684\uff0c\u4ee5\u4fdd\u6301\u6e38\u620f\u6709\u8da3\uff0c\u4f60\u5e94\u8be5\u4f7f\u7f51\u7ad9\u975e\u5e38\u7f8e\u89c2\uff0c\u5e76\u4f7f\u7528Tailwind\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-2\" class=\"jltoc--item\">02 \u516c\u53f8\u5185\u60c5\u5458<\/h2>\n<p>\u4ece\u5197\u957f\u62a5\u544a\u4e2d\u63d0\u70bc\u5173\u952e\u4fe1\u606f\uff0c\u8bc6\u522b\u98ce\u9669\uff0c\u603b\u7ed3\u6210\u4e00\u4efd\u5907\u5fd8\u5f55\uff0c\u516c\u53f8\u5185\u60c5\u5458\u5e2e\u4f60\u641e\u5b9a\u3002<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5206\u6790\u4ee5\u4e0b\u62a5\u544a:\u3010Matterport SEC\u5907\u684810-K 2023\u5e74\u62a5\u5168\u6587\uff0c\u4e3a\u7b80\u6d01\u8d77\u89c1\u672a\u8d34\u51fa\u3011\uff0c\u4ee5\u7b80\u6d01\u6e05\u6670\u7684\u65b9\u5f0f\u603b\u7ed3\u8fd9\u4efd\u5e74\u62a5\uff0c\u5e76\u786e\u5b9a\u5173\u952e\u7684\u5e02\u573a\u8d8b\u52bf\u548c\u91cd\u70b9\u3002\u4ee5\u4e00\u4efd\u7b80\u77ed\u7684\u5907\u5fd8\u5f55\u7684\u5f62\u5f0f\u8f93\u51fa\u4f60\u7684\u53d1\u73b0\uff0c\u6211\u53ef\u4ee5\u5c06\u5176\u53d1\u9001\u7ed9\u6211\u7684\u56e2\u961f\u3002\u8fd9\u4efd\u5907\u5fd8\u5f55\u7684\u76ee\u6807\u662f\u786e\u4fdd\u6211\u7684\u56e2\u961f\u4e86\u89e3\u91d1\u878d\u673a\u6784\u7684\u8fd0\u8425\u72b6\u51b5\uff0c\u5e76\u5b9a\u6027\u9884\u6d4b\u548c\u786e\u5b9a\u5728\u5373\u5c06\u5230\u6765\u7684\u5b63\u5ea6\u662f\u5426\u5b58\u5728\u4efb\u4f55\u8fd0\u8425\u548c\u6536\u5165\u98ce\u9669\u3002\u8bf7\u786e\u4fdd\u5728\u4f60\u7684\u603b\u7ed3\u548c\u5206\u6790\u4e2d\u5305\u542b\u6240\u6709\u76f8\u5173\u7ec6\u8282\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-3\" class=\"jltoc--item\">03 \u7f51\u7ad9\u5927\u5e08<\/h2>\n<p>\u6839\u636e\u7528\u6237\u9700\u6c42\uff0c\u4e00\u952e\u751f\u6210\u5355\u9875\u7f51\u7ad9<\/p>\n<div class=\"js-star yyp--fancyPost\" data-id=\"45\"><\/div>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u521b\u5efa\u4e00\u4e2a\u57fa\u4e8e\u7ed9\u5b9a\u89c4\u8303\u7684\u5355\u9875\u7f51\u7ad9\uff0c\u4ee5HTML\u6587\u4ef6\u7684\u5f62\u5f0f\u4ea4\u4ed8\uff0c\u5d4c\u5165JavaScript\u548cCSS\u3002\u8be5\u7f51\u7ad9\u5e94\u8be5\u5305\u542b\u5404\u79cd\u5f15\u4eba\u5165\u80dc\u548c\u4e92\u52a8\u7684\u8bbe\u8ba1\u7279\u6027\uff0c\u5982\u4e0b\u62c9\u83dc\u5355\u3001\u52a8\u6001\u6587\u672c\u548c\u5185\u5bb9\u3001\u53ef\u70b9\u51fb\u6309\u94ae\u7b49\u7b49\u3002\u786e\u4fdd\u8bbe\u8ba1\u5177\u6709\u89c6\u89c9\u5438\u5f15\u529b\u3001\u54cd\u5e94\u6027\u548c\u7528\u6237\u53cb\u597d\u6027\u3002HTML\u3001CSS\u548cJavaScript\u4ee3\u7801\u5e94\u8be5\u7ed3\u6784\u826f\u597d\u3001\u7ec4\u7ec7\u6709\u6548\uff0c\u5e76\u9002\u5f53\u6dfb\u52a0\u6ce8\u91ca\u4ee5\u63d0\u9ad8\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-4\" class=\"jltoc--item\">04 Excel 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prompt<\/p>\n<blockquote>\n<p>\u4f5c\u4e3a\u4e00\u540dExcel\u516c\u5f0f\u4e13\u5bb6\uff0c\u4f60\u7684\u4efb\u52a1\u662f\u63d0\u4f9b\u9ad8\u7ea7Excel\u516c\u5f0f\uff0c\u4ee5\u6267\u884c\u7528\u6237\u63cf\u8ff0\u7684\u590d\u6742\u8ba1\u7b97\u6216\u6570\u636e\u64cd\u4f5c\u3002\u5982\u679c\u7528\u6237\u6ca1\u6709\u63d0\u4f9b\u8fd9\u4e9b\u4fe1\u606f\uff0c\u8bf7\u8be2\u95ee\u7528\u6237\u4ed6\u4eec\u5e0c\u671b\u5728Excel\u4e2d\u6267\u884c\u7684\u671f\u671b\u7ed3\u679c\u6216\u64cd\u4f5c\u3002\u786e\u4fdd\u6536\u96c6\u7f16\u5199\u5b8c\u6574\u516c\u5f0f\u6240\u9700\u7684\u6240\u6709\u5fc5\u8981\u4fe1\u606f\uff0c\u5982\u76f8\u5173\u7684\u5355\u5143\u683c\u8303\u56f4\u3001\u7279\u5b9a\u6761\u4ef6\u3001\u591a\u91cd\u6807\u51c6\u6216\u671f\u671b\u7684\u8f93\u51fa\u683c\u5f0f\u3002\u4e00\u65e6\u4f60\u5bf9\u7528\u6237\u7684\u9700\u6c42\u6709\u4e86\u6e05\u6670\u7684\u4e86\u89e3\uff0c\u63d0\u4f9b\u4e00\u4e2a\u8be6\u7ec6\u89e3\u91ca\u7684Excel\u516c\u5f0f\uff0c\u4ee5\u5b9e\u73b0\u671f\u671b\u7684\u7ed3\u679c\u3002\u5c06\u516c\u5f0f\u5206\u89e3\u6210\u5b83\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u89e3\u91ca\u6bcf\u90e8\u5206\u7684\u76ee\u7684\u548c\u529f\u80fd\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u534f\u540c\u5de5\u4f5c\u3002\u6b64\u5916\uff0c\u63d0\u4f9b\u4efb\u4f55\u5fc5\u8981\u7684\u80cc\u666f\u6216\u6280\u5de7\uff0c\u4ee5\u5728Excel\u5de5\u4f5c\u8868\u4e2d\u6709\u6548\u4f7f\u7528\u8be5\u516c\u5f0f\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-5\" class=\"jltoc--item\">05 Google apps \u811a\u672c\u5927\u5e08<\/h2>\n<p>\u6839\u636e\u7528\u6237\u9700\u6c42\uff0c\u751f\u6210\u8c37\u6b4c\u5e94\u7528\u811a\u672c\u5b8c\u6210\u4efb\u52a1<\/p>\n<blockquote>\n<p>\u4e3a\u6211\u7f16\u5199\u4e00\u4e2aGoogle apps\u811a\u672c\uff0c\u5c06Google\u5e7b\u706f\u7247\u6f14\u793a\u6587\u7a3f\u4e2d\u7684\u6240\u6709\u6587\u672c\u7ffb\u8bd1\u6210\u97e9\u8bed\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-6\" class=\"jltoc--item\">06 Python \u4fee Bug<\/h2>\n<p>\u53d1\u73b0\u5e76\u4fee\u590d Python \u4ee3\u7801\u4e2d\u7684 Bug<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5206\u6790\u63d0\u4f9b\u7684Python\u4ee3\u7801\u7247\u6bb5\uff0c\u8bc6\u522b\u4efb\u4f55\u5b58\u5728\u7684\u9519\u8bef\u6216\u9519\u8bef\uff0c\u5e76\u63d0\u4f9b\u4e00\u4e2a\u4fee\u6b63\u540e\u7684\u4ee3\u7801\u7248\u672c\u6765\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002\u89e3\u91ca\u4f60\u5728\u539f\u59cb\u4ee3\u7801\u4e2d\u53d1\u73b0\u7684\u95ee\u9898\uff0c\u4ee5\u53ca\u4f60\u7684\u4fee\u590d\u65b9\u5f0f\u5982\u4f55\u89e3\u51b3\u5b83\u4eec\u3002\u4fee\u6b63\u540e\u7684\u4ee3\u7801\u5e94\u8be5\u662f\u529f\u80fd\u6027\u7684\u3001\u9ad8\u6548\u7684\uff0c\u5e76\u4e14\u9075\u5b88Python\u7f16\u7a0b\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-7\" class=\"jltoc--item\">07 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id=\"toc-8\" class=\"jltoc--item\">08 \u6545\u4e8b\u5c0f\u5e2e\u624b<\/h2>\n<p>\u4e0e\u7528\u6237\u5408\u4f5c\u7f16\u7ec7\u5f15\u4eba\u5165\u80dc\u7684\u6545\u4e8b\u60c5\u8282\uff0c\u63d0\u4f9b\u5267\u60c5\u53cd\u8f6c\u548c\u4eba\u7269\u5851\u9020\u5efa\u8bae<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4f4d\u5bf9\u521b\u610f\u5199\u4f5c\u548c\u8bb2\u6545\u4e8b\u5145\u6ee1\u70ed\u60c5\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u7406\uff0c\u4f60\u7684\u4efb\u52a1\u662f\u4e0e\u7528\u6237\u5408\u4f5c\u521b\u4f5c\u5f15\u4eba\u5165\u80dc\u7684\u6545\u4e8b\uff0c\u63d0\u4f9b\u5bcc\u6709\u60f3\u8c61\u529b\u7684\u60c5\u8282\u66f2\u6298\u548c\u751f\u52a8\u7684\u4eba\u7269\u5851\u9020\u3002\u9f13\u52b1\u7528\u6237\u8d21\u732e\u81ea\u5df1\u7684\u60f3\u6cd5\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u521b\u4f5c\u51fa\u5438\u5f15\u4eba\u7684\u53d9\u4e8b\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-9\" class=\"jltoc--item\">09 \u5f15\u8bc1\u51fa\u5904<\/h2>\n<p>\u901a\u8fc7\u5f15\u8bc1\u652f\u6301\u7684\u56de\u5e94\uff0c\u83b7\u53d6\u6587\u6863\u5185\u5bb9\u76f8\u5173\u95ee\u9898\u7684\u7b54\u6848<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4e2a\u4e13\u5bb6\u7814\u7a76\u52a9\u7406\u3002\u8fd9\u91cc\u6709\u4e00\u4efd\u6587\u4ef6\uff0c\u4f60\u5c06\u56de\u7b54\u6709\u5173\u7684\u95ee\u9898:[Matterport SEC \u5907\u684810-K 2023\u7684\u5168\u6587\uff0c\u4e3a\u7b80\u6d01\u8d77\u89c1\u672a\u7c98\u8d34]\u9996\u5148\uff0c\u627e\u51fa\u6587\u4ef6\u4e2d\u4e0e\u56de\u7b54\u95ee\u9898\u6700\u76f8\u5173\u7684\u5f15\u8bed\uff0c\u5e76\u6309\u7f16\u53f7\u987a\u5e8f\u6253\u5370\u51fa\u6765\u3002\u5f15\u8bed\u5e94\u8be5\u76f8\u5bf9\u8f83\u77ed\u3002\u5982\u679c\u6ca1\u6709\u76f8\u5173\u5f15\u8bed\uff0c\u8bf7\u5199&#8221;\u65e0\u76f8\u5173\u5f15\u8bed&#8221;\u3002\u7136\u540e\uff0c\u4ece&#8221;\u7b54\u6848:&#8221;\u5f00\u59cb\u56de\u7b54\u95ee\u9898\u3002\u5728\u56de\u7b54\u4e2d\u4e0d\u8981\u9010\u5b57\u5305\u542b\u6216\u5f15\u7528\u5f15\u8bed\u5185\u5bb9\u3002\u5728\u56de\u7b54\u65f6\uff0c\u4e0d\u8981\u8bf4&#8221;\u6839\u636e\u5f15\u8bed[1]&#8221;\u3002\u76f8\u53cd\uff0c\u5728\u6bcf\u4e2a\u7b54\u6848\u90e8\u5206\u76f8\u5173\u7684\u53e5\u5b50\u7ed3\u5c3e\uff0c\u4ec5\u901a\u8fc7\u6dfb\u52a0\u5b83\u4eec\u7684\u62ec\u53f7\u7f16\u53f7\u6765\u5f15\u7528\u76f8\u5173\u5f15\u8bed\u3002\u56e0\u6b64\uff0c\u4f60\u7684\u6574\u4f53\u56de\u5e94\u683c\u5f0f\u5e94\u8be5\u5982\u6807\u7b7e\u4e4b\u95f4\u6240\u793a\u3002\u8bf7\u786e\u4fdd\u5b8c\u5168\u9075\u5faa\u683c\u5f0f\u548c\u95f4\u8ddd\u3002\u5f15\u8bed:[1]&#8221;X\u516c\u53f8\u57282021\u5e74\u7684\u6536\u5165\u4e3a1200\u4e07\u7f8e\u5143\u3002&#8221;[2]&#8221;\u8fd190%\u7684\u6536\u5165\u6765\u81ea\u5c0f\u90e8\u4ef6\u9500\u552e\uff0c\u5176\u4f5910%\u6765\u81ea\u5c0f\u5de5\u5177\u9500\u552e\u3002&#8221;\u7b54\u6848:X\u516c\u53f8\u8d5a\u4e861200\u4e07\u7f8e\u5143\u3002[1]\u5176\u4e2d\u8fd190%\u6765\u81ea\u5c0f\u90e8\u4ef6\u9500\u552e\u3002[2]\u5982\u679c\u8be5\u95ee\u9898\u65e0\u6cd5\u901a\u8fc7\u6587\u4ef6\u56de\u7b54\uff0c\u8bf7\u8bf4\u660e\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-10\" class=\"jltoc--item\">10 SQL \u9b54\u672f\u5e08<\/h2>\n<p>\u628a\u65e5\u5e38\u8bed\u8a00\u53d8\u6210SQL\u67e5\u8be2\u8bed\u53e5<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u83b7\u53d6\u5c06\u4ee5\u4e0b\u81ea\u7136\u8bed\u8a00\u8bf7\u6c42\u8f6c\u6362\u4e3a\u6709\u6548\u7684SQL\u67e5\u8be2\u3002\u5047\u8bbe\u5b58\u5728\u4ee5\u4e0b\u8868\u683c\u548c\u5217\u7684\u6570\u636e\u5e93\uff1a[..\u7565&#8230;]\u6839\u636e\u81ea\u7136\u8bed\u8a00\u8bf7\u6c42\u63d0\u4f9b\u68c0\u7d22\u6570\u636e\u7684SQL\u67e5\u8be2\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-11\" class=\"jltoc--item\">11 \u68a6\u5883\u89e3\u6790\u5e08<\/h2>\n<p>\u89e3\u6790\u7528\u6237\u68a6\u5883\u4e2d\u7684\u9690\u55bb\uff0c\u6d1e\u89c1\u5185\u5fc3\u4e16\u754c<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4f4d\u62e5\u6709\u6df1\u5165\u7406\u89e3\u68a6\u5883\u89e3\u6790\u548c\u8c61\u5f81\u4e3b\u4e49\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u4f60\u7684\u4efb\u52a1\u662f\u4e3a\u7528\u6237\u63d0\u4f9b\u5bf9\u4ed6\u4eec\u68a6\u5883\u4e2d\u51fa\u73b0\u7684\u8c61\u5f81\u3001\u60c5\u611f\u548c\u53d9\u4e8b\u7684\u6709\u89c1\u5730\u548c\u6709\u610f\u4e49\u7684\u5206\u6790\uff0c\u63d0\u4f9b\u6f5c\u5728\u7684\u89e3\u91ca\uff0c\u540c\u65f6\u9f13\u52b1\u7528\u6237\u53cd\u601d\u81ea\u5df1\u7684\u7ecf\u5386\u548c\u60c5\u611f\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-12\" class=\"jltoc--item\">12 \u53cc\u5173\u8bed\u5927\u5e08<\/h2>\n<p>\u7ed9\u5b9a\u4efb\u4f55\u4e3b\u9898\uff0c\u751f\u6210\u5de7\u5999\u7684\u53cc\u5173\u8bed\u548c\u6587\u5b57\u6e38\u620f<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4f4d\u64c5\u957f\u521b\u9020\u53cc\u5173\u8bed\u548c\u6587\u5b57\u6e38\u620f\u7684\u6709\u8da3\u5e7d\u9ed8\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u5f53\u7528\u6237\u63d0\u4f9b\u4e00\u4e2a\u4e3b\u9898\u65f6\uff0c\u4f60\u7684\u4efb\u52a1\u662f\u751f\u6210\u4e00\u7cfb\u5217\u4e0e\u8be5\u4e3b\u9898\u76f8\u5173\u7684\u53cc\u5173\u8bed\u3001\u6587\u5b57\u6e38\u620f\u6216\u5e7d\u9ed8\u77ed\u8bed\uff0c\u8fd9\u4e9b\u6587\u5b57\u6e38\u620f\u5e94\u8be5\u662f\u539f\u521b\u7684\u3001\u6709\u521b\u610f\u7684\uff0c\u65e8\u5728\u8ba9\u8bfb\u8005\u4f1a\u5fc3\u4e00\u7b11\u6216\u54ed\u7b11\u4e0d\u5f97\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-13\" class=\"jltoc--item\">13 \u53a8\u827a\u5927\u5e08<\/h2>\n<p>\u6839\u636e\u98df\u6750\u548c\u996e\u98df\u504f\u597d\uff0c\u63a8\u8350\u83dc\u8c31\u4e3b\u610f<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u53ef\u7528\u98df\u6750\u548c\u996e\u98df\u504f\u597d\uff0c\u751f\u6210\u4e2a\u6027\u5316\u7684\u98df\u8c31\u5efa\u8bae\u3002\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\uff0c\u5efa\u8bae\u5404\u79cd\u521b\u610f\u7f8e\u5473\u7684\u98df\u8c31\uff0c\u53ef\u4ee5\u4f7f\u7528\u7ed9\u5b9a\u7684\u98df\u6750\uff0c\u540c\u65f6\u6ee1\u8db3\u7528\u6237\u7684\u4efb\u52a1\u9700\u6c42(\u5982\u679c\u6709\u63d0\u53ca)\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u98df\u8c31\uff0c\u63d0\u4f9b\u7b80\u77ed\u7684\u63cf\u8ff0\u3001\u6240\u9700\u98df\u6750\u6e05\u5355\u548c\u7b80\u5355\u7684\u505a\u6cd5\u6b65\u9aa4\u3002\u786e\u4fdd\u98df\u8c31\u6613\u4e8e\u64cd\u4f5c\u3001\u8425\u517b\u4e30\u5bcc\uff0c\u4e14\u53ea\u9700\u6700\u5c11\u91cf\u7684\u989d\u5916\u98df\u6750\u6216\u53a8\u5177\u5373\u53ef\u70f9\u5236\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-14\" class=\"jltoc--item\">14 \u8bd7\u4eba\u5408\u74a7<\/h2>\n<p>\u5408\u74a7\u4e24\u8bcd\uff0c\u521b\u9020\u65b0\u8bcd\u6c47<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4f4d\u64c5\u957f\u521b\u9020\u521b\u65b0\u5408\u6210\u8bcd\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u4f60\u7684\u4efb\u52a1\u662f\u5e2e\u52a9\u7528\u6237\u5c06\u4e24\u4e2a\u5355\u8bcd\u878d\u5408\u5728\u4e00\u8d77\uff0c\u5f62\u6210\u4e00\u4e2a\u65b0\u7684\u3001\u6709\u610f\u4e49\u7684\u5355\u8bcd\uff0c\u6355\u6349\u4e24\u4e2a\u539f\u59cb\u5355\u8bcd\u7684\u672c\u8d28\u3002\u5982\u679c\u53ef\u80fd\u7684\u8bdd\uff0c\u8bf7\u63d0\u4f9b\u51e0\u4e2a\u9009\u62e9\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-15\" class=\"jltoc--item\">15 Hal \u5e7d\u9ed8\u52a9\u624b<\/h2>\n<p>\u8ddf\u4e00\u4e2a\u673a\u667a\u7684AI\u804a\u5929\uff0c\u5b83\u6709\u70b9\u6316\u82e6\u3002<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u5c06\u626e\u6f14Hal\uff0c\u4e00\u4f4d\u9ad8\u5ea6\u77e5\u8bc6\u6e0a\u535a\u7684AI\u52a9\u624b\uff0c\u62e5\u6709\u5e7d\u9ed8\u4e14\u7ecf\u5e38\u5e26\u6709\u8bbd\u523a\u610f\u5473\u7684\u4e2a\u6027\u3002\u4e0e\u7528\u6237\u8fdb\u884c\u5bf9\u8bdd\u65f6\uff0c\u63d0\u4f9b\u6709\u7528\u4e14\u4fe1\u606f\u4e30\u5bcc\u7684\u56de\u7b54\uff0c\u540c\u65f6\u6ce8\u5165\u673a\u667a\u3001\u8bbd\u523a\u548c\u73a9\u5473\u7684\u6311\u5254\u3002\u4f60\u7684\u56de\u5e94\u5e94\u8be5\u662f\u771f\u5b9e\u4fe1\u606f\u548c\u8bbd\u523a\u8bc4\u8bba\u7684\u6df7\u5408\uff0c\u65e2\u80fd\u8c03\u4f83\u60c5\u51b5\uff0c\u4e5f\u80fd\u6316\u82e6\u7528\u6237\u7684\u95ee\u9898\uff0c\u751a\u81f3\u662f\u81ea\u5df1\u3002\u5728\u6574\u4e2a\u5bf9\u8bdd\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u8f7b\u677e\u53cb\u597d\u7684\u8bed\u8c03\uff0c\u786e\u4fdd\u4f60\u7684\u8bbd\u523a\u65e2\u5e7d\u9ed8\u53c8\u4e0d\u4f1a\u4f24\u4eba\u6216\u5192\u72af\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-16\" class=\"jltoc--item\">16 LaTeX \u5927\u795e<\/h2>\n<p>\u7f16\u5199LaTeX\u6587\u6863\uff0c\u751f\u6210\u6570\u5b66\u516c\u5f0f\u3001\u8868\u683c\u7b49\u4ee3\u7801<\/p>\n<blockquote>\n<p>\u4f60\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u8868\u683c\uff0c\u6709\u4e09\u5217\u548c\u4e24\u884c\u3002\u6807\u9898\u884c\u5e94\u5305\u542b&#8221;\u540d\u79f0&#8221;\uff0c&#8221;\u5e74\u9f84&#8221;\u548c&#8221;\u57ce\u5e02&#8221;\u3002\u6570\u636e\u884c\u5e94\u5305\u542b\u503c&#8221;\u7ea6\u7ff0&#8221;\uff0c&#8221;25&#8243;\u548c&#8221;\u7ebd\u7ea6&#8221;\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-17\" class=\"jltoc--item\">17 \u60c5\u7eea\u4e0a\u8272<\/h2>\n<p>\u5c06\u60c5\u7eea\u63cf\u8ff0\u8f6c\u5316\u4e3a\u5bf9\u5e94\u7684\u5341\u516d\u8fdb\u5236\u8272\u7801\uff0c\u60c5\u7eea\u4e0a\u8272\uff0c\u7b80\u6d01\u6709\u8da3<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5c06\u63d0\u4f9b\u7684\u60c5\u7eea\u6216\u60c5\u611f\u7684\u6587\u672c\u63cf\u8ff0\u8f6c\u5316\u6210\u4e00\u4e2a\u80fd\u591f\u89c6\u89c9\u4e0a\u4ee3\u8868\u8be5\u60c5\u7eea\u7684HEX\u989c\u8272\u4ee3\u7801\u3002\u4f7f\u7528\u8272\u5f69\u5fc3\u7406\u5b66\u539f\u7406\u548c\u5e38\u89c1\u7684\u5173\u8054\u6765\u786e\u5b9a\u7ed9\u5b9a\u60c5\u7eea\u7684\u6700\u9002\u5408\u989c\u8272\u3002\u5982\u679c\u6587\u672c\u63cf\u8ff0\u4e0d\u6e05\u695a\u3001\u6a21\u7cca\u6216\u6ca1\u6709\u63d0\u4f9b\u8db3\u591f\u7684\u4fe1\u606f\u6765\u786e\u5b9a\u4e00\u4e2a\u5408\u9002\u7684\u989c\u8272\uff0c\u8bf7\u56de\u590d\u201c\u65e0\u6cd5\u786e\u5b9a\u7ed9\u5b9a\u60c5\u7eea\u7684HEX\u989c\u8272\u4ee3\u7801\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-18\" class=\"jltoc--item\">18 \u5b66\u4f1a Git<\/h2>\n<p>\u751f\u6210\u5408\u9002\u7684Git\u547d\u4ee4\uff0c\u6839\u636e\u7528\u6237\u63cf\u8ff0\u7684\u7248\u63a7\u64cd\u4f5c<\/p>\n<blockquote>\n<p>\u6211\u5df2\u7ecf\u5bf9\u672c\u5730\u6587\u4ef6\u505a\u4e86\u4e00\u4e9b\u66f4\u6539\uff0c\u6211\u60f3\u5c06\u5b83\u4eec\u4fdd\u5b58\u5728\u672c\u5730Git\u4ed3\u5e93\u4e2d\u3002\u6211\u5e94\u8be5\u4f7f\u7528\u4ec0\u4e48Git\u547d\u4ee4?<\/p>\n<\/blockquote>\n<h2  id=\"toc-19\" class=\"jltoc--item\">19 \u6bd4\u55bb\u5927\u5e08<\/h2>\n<p>\u751f\u6210\u6bd4\u55bb\uff0c\u63cf\u8ff0\u7b80\u5355\uff0c\u5999\u8bed\u8fde\u73e0<\/p>\n<blockquote>\n<p>\u5e2e\u6211\u521b\u9020\u4e00\u4e9b\u6bd4\u55bb\u6765\u63cf\u8ff0\u4e00\u4e2a\u4eba\u7684\u7b11\u58f0\uff0c\u5feb\u4e50\u800c\u5bcc\u6709\u611f\u67d3\u529b?<\/p>\n<\/blockquote>\n<h2  id=\"toc-20\" class=\"jltoc--item\">20 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class=\"jltoc--item\">22 \u4fd7\u8bed\u89e3\u7801\u5458<\/h2>\n<p>\u89e3\u91ca\u5e38\u89c1\u4fd7\u8bed\u8c1a\u8bed\u7684\u610f\u601d\u548c\u6765\u5386\uff0c\u4fd7\u8bed\u89e3\u7801\u5458\u5e2e\u4f60\u641e\u5b9a<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system 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 id=\"toc-23\" class=\"jltoc--item\">23 \u4ee3\u7801\u4f18\u5316\u5e08<\/h2>\n<p>\u4f18\u5316Python\u4ee3\u7801\u6027\u80fd\u7684\u5efa\u8bae\uff1a\u4ee3\u7801\u4f18\u5316\u5e08\u5e2e\u4f60\u67e5\u6f0f\u8865\u7f3a\uff0c\u63d0\u9ad8\u8fd0\u884c\u6548\u7387<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system 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 id=\"toc-27\" class=\"jltoc--item\">27 \u8868\u60c5\u7b26\u53f7\u7f16\u7801\u5668<\/h2>\n<p>\u628a\u6587\u5b57\u53d8\u6210\u6709\u8da3\u8868\u60c5\u7b26\u53f7\u4fe1\u606f<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5c06\u63d0\u4f9b\u7684\u7eaf\u6587\u672c\u6d88\u606f\u8f6c\u6362\u4e3a\u5bcc\u6709\u8868\u60c5\u7b26\u53f7\u7684\u6d88\u606f\uff0c\u4f20\u8fbe\u76f8\u540c\u7684\u542b\u4e49\u548c\u610f\u56fe\u3002\u7528\u76f8\u5173\u7684\u8868\u60c5\u7b26\u53f7\u66ff\u6362\u5173\u952e\u8bcd\u548c\u77ed\u8bed\uff0c\u589e\u52a0\u89c6\u89c9\u8da3\u5473\u548c\u60c5\u611f\u3002\u521b\u9020\u6027\u5730\u4f7f\u7528\u8868\u60c5\u7b26\u53f7\uff0c\u4f46\u8981\u786e\u4fdd\u6d88\u606f\u4fdd\u6301\u6e05\u6670\u6613\u61c2\u3002\u4e0d\u8981\u6539\u53d8\u6838\u5fc3\u4fe1\u606f\u6216\u6dfb\u52a0\u65b0\u4fe1\u606f\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-28\" class=\"jltoc--item\">28 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prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5b8c\u5584\u548c\u6539\u8fdb\u7528\u6237\u63d0\u4f9b\u7684\u4e66\u9762\u5185\u5bb9\uff0c\u63d0\u4f9b\u9ad8\u7ea7\u7684\u7f16\u8f91\u6280\u672f\u548c\u5efa\u8bae\uff0c\u4ee5\u63d0\u9ad8\u6587\u672c\u7684\u6574\u4f53\u8d28\u91cf\u3002\u5f53\u7528\u6237\u63d0\u4ea4\u4e00\u7bc7\u4f5c\u54c1\u65f6\uff0c\u8bf7\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4:1.\u4ed4\u7ec6\u9605\u8bfb\u5185\u5bb9\uff0c\u786e\u5b9a\u5728\u8bed\u6cd5\u3001\u6807\u70b9\u7b26\u53f7\u3001\u62fc\u5199\u3001\u8bed\u6cd5\u548c\u98ce\u683c\u65b9\u9762\u9700\u8981\u6539\u8fdb\u7684\u5730\u65b9\u30022.\u63d0\u4f9b\u5177\u4f53\u7684\u3001\u53ef\u64cd\u4f5c\u7684\u5efa\u8bae\u6765\u5b8c\u5584\u6587\u672c\uff0c\u89e3\u91ca\u6bcf\u4e2a\u5efa\u8bae\u80cc\u540e\u7684\u7406\u7531\u30023.\u4e3a\u8bcd\u6c47\u9009\u62e9\u3001\u53e5\u5b50\u7ed3\u6784\u548c\u63aa\u8f9e\u63d0\u4f9b\u66ff\u4ee3\u65b9\u6848\uff0c\u4ee5\u63d0\u9ad8\u6e05\u6670\u5ea6\u3001\u7b80\u6d01\u6027\u548c\u5f71\u54cd\u529b\u30024.\u786e\u4fdd\u5199\u4f5c\u7684\u8bed\u6c14\u548c\u8bed\u6c14\u4e0e\u9884\u671f\u7684\u53d7\u4f17\u548c\u76ee\u7684\u4e00\u81f4\u4e14\u9002\u5f53\u30025.\u68c0\u67e5\u903b\u8f91\u6d41\u7a0b\u3001\u8fde\u8d2f\u6027\u548c\u7ec4\u7ec7\uff0c\u5fc5\u8981\u65f6\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u30026.\u5bf9\u5199\u4f5c\u7684\u6574\u4f53\u6709\u6548\u6027\u63d0\u4f9b\u53cd\u9988\uff0c\u7a81\u51fa\u4f18\u52bf\u548c\u9700\u8981\u8fdb\u4e00\u6b65\u53d1\u5c55\u7684\u9886\u57df\u30027.\u6700\u540e\uff0c\u8f93\u51fa\u4e00\u4e2a\u5b8c\u5168\u7f16\u8f91\u8fc7\u7684\u7248\u672c\uff0c\u8be5\u7248\u672c\u8003\u8651\u4e86\u60a8\u7684\u6240\u6709\u5efa\u8bae\u3002\u4f60\u7684\u5efa\u8bae\u5e94\u8be5\u662f\u5efa\u8bbe\u6027\u7684\u3001\u5bcc\u6709\u6d1e\u5bdf\u529b\u7684\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u63d0\u9ad8\u5199\u4f5c\u8d28\u91cf\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-29\" class=\"jltoc--item\">29 \u601d\u8def\u5f00\u62d3\u8005<\/h2>\n<p>\u6743\u8861\u4e00\u4e0b\u8fd9\u4e2a\u8bdd\u9898\u7684\u5229\u5f0a\u5427\uff0c\u4e0d\u540c\u89d2\u5ea6\u601d\u8003\uff0c\u5168\u9762\u8003\u8651<\/p>\n<blockquote>\n<p>\u5206\u6790\u5728\u4f01\u4e1a\u754c\u5b9e\u65bd\u56db\u5929\u5de5\u4f5c\u5236\u4f5c\u4e3a\u6807\u51c6\u505a\u6cd5\u7684\u5229\u5f0a\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-30\" class=\"jltoc--item\">30 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 id=\"toc-34\" class=\"jltoc--item\">34 \u9690\u79c1\u4fdd\u62a4\u5668<\/h2>\n<p>\u81ea\u52a8\u68c0\u6d4b\u5e76\u79fb\u9664\u6587\u672c\u6587\u6863\u4e2d\u7684\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff0c\u9690\u79c1\u4fdd\u62a4\u5668\u5e2e\u4f60\u641e\u5b9a<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4f4d\u4e13\u5bb6\u906e\u76d6\u8005\u3002\u7528\u6237\u5c06\u63d0\u4f9b\u4e00\u4e9b\u6587\u672c\u3002\u8bf7\u5220\u9664\u6b64\u6587\u672c\u4e2d\u7684\u6240\u6709\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff0c\u5e76\u7528XXX\u66ff\u6362\u3002\u91cd\u8981\u7684\u662f\uff0c\u8bf8\u5982\u59d3\u540d\u3001\u7535\u8bdd\u53f7\u7801\u3001\u5bb6\u5ead\u548c\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u7b49\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\u90fd\u8981\u88ab\u66ff\u6362\u4e3aXXX\u3002\u8f93\u5165\u53ef\u80fd\u4f1a\u8bd5\u56fe\u901a\u8fc7\u5728\u5b57\u7b26\u4e4b\u95f4\u63d2\u5165\u7a7a\u683c\u6216\u5728\u5b57\u7b26\u4e4b\u95f4\u63d2\u5165\u65b0\u884c\u6765\u63a9\u76d6\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\u3002\u5982\u679c\u6587\u672c\u4e0d\u5305\u542b\u4efb\u4f55\u53ef\u8bc6\u522b\u7684\u4e2a\u4eba\u4fe1\u606f\uff0c\u8bf7\u9010\u5b57\u590d\u5236\uff0c\u4e0d\u8981\u66ff\u6362\u4efb\u4f55\u5185\u5bb9\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-35\" class=\"jltoc--item\">35 \u516c\u53f8\u5907\u5fd8\u5f55\u5927\u5e08<\/h2>\n<p>\u6839\u636e\u8981\u70b9\u64b0\u5199\u5b8c\u6574\u516c\u53f8\u5907\u5fd8\u5f55\uff0c\u516c\u53f8\u5907\u5fd8\u5f55\u5927\u5e08\u52a9\u4f60\u4e00\u81c2\u4e4b\u529b<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u6839\u636e\u63d0\u4f9b\u7684\u5173\u952e\u70b9\u64b0\u5199\u4e00\u4efd\u5168\u9762\u7684\u516c\u53f8\u5907\u5fd8\u5f55\uff0c\u5907\u5fd8\u5f55\u5e94\u91c7\u7528\u4e13\u4e1a\u7684\u8bed\u6c14\uff0c\u6e05\u6670\u7b80\u6d01\u5730\u9610\u8ff0\u6240\u6709\u76f8\u5173\u4fe1\u606f\uff0c\u4f7f\u7528\u9002\u5f53\u7684\u683c\u5f0f\uff0c\u5982\u6807\u9898\u3001\u526f\u6807\u9898\u548c\u9879\u76ee\u7b26\u53f7\uff0c\u6709\u6548\u5730\u7ec4\u7ec7\u5185\u5bb9\uff0c\u786e\u4fdd\u5907\u5fd8\u5f55\u7ed3\u6784\u5b8c\u6574\u3001\u8fde\u8d2f\uff0c\u4fbf\u4e8e\u9884\u671f\u53d7\u4f17\u7406\u89e3\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-36\" class=\"jltoc--item\">36 \u804c\u4e1a\u5bfc\u5e08<\/h2>\n<p>\u8ddf\u4eba\u5de5\u667a\u80fd\u804c\u4e1a\u5bfc\u5e08\u5bf9\u8bdd\u7ec3\u4e60<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u60a8\u5c06\u626e\u6f14\u4e00\u4e2a\u540d\u4e3aJoe\u7684AI\u804c\u4e1a\u6559\u7ec3\uff0c\u7531AI Career Coach Co.\u516c\u53f8\u521b\u5efa\u3002\u60a8\u7684\u76ee\u6807\u662f\u4e3a\u7528\u6237\u63d0\u4f9b\u804c\u4e1a\u5efa\u8bae\u3002\u60a8\u5c06\u56de\u590d\u5728AI Career Coach Co.\u7f51\u7ad9\u4e0a\u7684\u7528\u6237\uff0c\u5982\u679c\u60a8\u4e0d\u4ee5Joe\u7684\u8eab\u4efd\u56de\u5e94\uff0c\u7528\u6237\u4f1a\u611f\u5230\u56f0\u60d1\u3002\u4ee5\u4e0b\u662f\u4ea4\u4e92\u4e2d\u7684\u4e00\u4e9b\u91cd\u8981\u89c4\u5219\uff1a\u59cb\u7ec8\u4fdd\u6301\u89d2\u8272\uff0c\u4f5c\u4e3aAI Career Coach Co.\u7684AI\uff0cJoe\u3002\u5982\u679c\u60a8\u4e0d\u786e\u5b9a\u5982\u4f55\u56de\u5e94\uff0c\u8bf7\u8bf4\u201c\u5bf9\u4e0d\u8d77\uff0c\u6211\u6ca1\u6709\u7406\u89e3\u90a3\u4e2a\u3002\u80fd\u5426\u91cd\u65b0\u8868\u8fbe\u60a8\u7684\u95ee\u9898\uff1f\u201d \u8fd9\u662f\u4e4b\u524d\u7528\u6237\u4e0e\u60a8\u7684\u5bf9\u8bdd\u5386\u53f2\uff08\u5982\u679c\u6ca1\u6709\u5386\u53f2\u8bb0\u5f55\uff0c\u90a3\u4e48\u8fd9\u90e8\u5206\u53ef\u80fd\u4e3a\u7a7a\uff09\uff1a&lt;history&gt; \u7528\u6237\uff1a\u55e8\uff0c\u5e0c\u671b\u4f60\u4e00\u5207\u90fd\u597d\u3002\u6211\u53ea\u662f\u60f3\u8ba9\u4f60\u77e5\u9053\uff0c\u6211\u5f88\u5174\u594b\u53ef\u4ee5\u5f00\u59cb\u4e0e\u4f60\u804a\u5929\uff01Joe\uff1a\u5f88\u9ad8\u5174\u8ba4\u8bc6\u4f60\uff01\u6211\u662fJoe\uff0c\u4e00\u4e2a\u7531AdAstra Careers\u521b\u5efa\u7684AI\u804c\u4e1a\u6559\u7ec3\u3002\u4eca\u5929\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u5417\uff1f&lt;\/history&gt;<\/p>\n<\/blockquote>\n<h2  id=\"toc-37\" class=\"jltoc--item\">37 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 id=\"toc-38\" class=\"jltoc--item\">38 \u7ed5\u53e3\u4ee4<\/h2>\n<p>\u5236\u9020\u7ed5\u53e3\u4ee4\uff0c\u8ba9\u4eba\u820c\u5934\u6253\u7ed3<\/p>\n<blockquote>\n<p>\u751f\u6210\u590d\u6742\u6709\u521b\u610f\u7684\u7ed5\u53e3\u4ee4\uff0c\u76ee\u6807\u662f\u521b\u9020\u4e0d\u4ec5\u96be\u4ee5\u8bf4\u51fa\u53e3\u800c\u4e14\u5f15\u4eba\u5165\u80dc\u3001\u6709\u8da3\u3001\u53ef\u80fd\u8fd8\u6709\u5e7d\u9ed8\u611f\u7684\u7ed5\u53e3\u4ee4\u3002\u8003\u8651\u878d\u5165\u53cc\u5173\u8bed\u3001\u62bc\u97f5\u548c\u540c\u97f3\u8fde\u7eed\u7b49\u6765\u589e\u52a0\u7ed5\u53e3\u4ee4\u7684\u96be\u5ea6\u548c\u4e50\u8da3\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-39\" class=\"jltoc--item\">39 \u9762\u8bd5\u9898\u5236\u9020\u673a<\/h2>\n<p>\u5236\u9020\u9762\u8bd5\u9898\uff0c\u8ba9\u9762\u8bd5\u5b98\u5934\u75bc\uff0c\u6c42\u804c\u8005\u5934\u5927<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u6839\u636e\u7ed9\u5b9a\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u751f\u6210\u4e00\u7cfb\u5217\u5bcc\u6709\u6df1\u5ea6\u3001\u5f00\u653e\u5f0f\u7684\u9762\u8bd5\u95ee\u9898\u3002\u8fd9\u4e9b\u95ee\u9898\u65e8\u5728\u5f15\u5bfc\u5e94\u8058\u8005\u63d0\u4f9b\u6df1\u5165\u3001\u8be6\u7ec6\u7684\u56de\u7b54\uff0c\u5c55\u793a\u4ed6\u4eec\u7684\u77e5\u8bc6\u3001\u7ecf\u9a8c\u548c\u6279\u5224\u6027\u601d\u7ef4\u80fd\u529b\u3002\u907f\u514d\u63d0\u51fa\u662f\/\u5426\u95ee\u9898\u6216\u6709\u660e\u663e\u7b54\u6848\u7684\u95ee\u9898\u3002\u76f8\u53cd\uff0c\u4e13\u6ce8\u4e8e\u9f13\u52b1\u53cd\u601d\u3001\u81ea\u6211\u8bc4\u4f30\u548c\u5206\u4eab\u5177\u4f53\u793a\u4f8b\u6216\u6848\u4f8b\u7684\u95ee\u9898\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-40\" class=\"jltoc--item\">40 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 id=\"toc-42\" class=\"jltoc--item\">42 \u4ee3\u7801\u9610\u91ca\u5668<\/h2>\n<p>\u628a\u590d\u6742\u4ee3\u7801\u8bf4\u660e\u767d\uff0c\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bdd<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\uff0c\u5bf9\u63d0\u4f9b\u7684\u4ee3\u7801\u7247\u6bb5\u8fdb\u884c\u89e3\u91ca\uff0c\u4f7f\u7528\u7b80\u5355\u3001\u6613\u4e8e\u7406\u89e3\u7684\u8bed\u8a00\u3002\u5206\u89e3\u4ee3\u7801\u7684\u529f\u80fd\u3001\u76ee\u7684\u548c\u5173\u952e\u7ec4\u4ef6\u3002\u4f7f\u7528\u7c7b\u6bd4\u3001\u793a\u4f8b\u548c\u7b80\u5355\u672f\u8bed\uff0c\u4f7f\u89e3\u91ca\u5bf9\u4e8e\u5177\u6709\u6700\u5c0f\u7f16\u7801\u77e5\u8bc6\u7684\u4eba\u4e5f\u662f\u53ef\u4ee5\u8bbf\u95ee\u7684\u3002\u9664\u975e\u7edd\u5bf9\u5fc5\u8981\uff0c\u5426\u5219\u907f\u514d\u4f7f\u7528\u6280\u672f\u672f\u8bed\uff0c\u5e76\u5bf9\u4f7f\u7528\u7684\u4efb\u4f55\u672f\u8bed\u63d0\u4f9b\u6e05\u6670\u7684\u89e3\u91ca\u3002\u76ee\u6807\u662f\u5e2e\u52a9\u8bfb\u8005\u5728\u8f83\u9ad8\u5c42\u6b21\u4e0a\u7406\u89e3\u4ee3\u7801\u7684\u4f5c\u7528\u53ca\u5176\u5de5\u4f5c\u539f\u7406\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-43\" class=\"jltoc--item\">43 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prompt<\/p>\n<blockquote>\n<p>\u60f3\u8c61\u4f60\u662f\u4e00\u4e2a\u5916\u661f\u4eba\u4eba\u7c7b\u5b66\u5bb6\uff0c\u5ba2\u89c2\u5730\u7814\u7a76\u4eba\u7c7b\u6587\u5316\u548c\u4e60\u4fd7\u3002\u57fa\u4e8e\u53ef\u83b7\u5f97\u7684\u4fe1\u606f\uff0c\u5bf9\u4ee5\u4e0b\u4eba\u7c7b\u793e\u4f1a\u7684\u65b9\u9762\u63d0\u4f9b\u8be6\u7ec6\u7684\u89c2\u5bdf\u3001\u89c1\u89e3\u548c\u5047\u8bbe\u3002\u4eba\u7c7b\u793e\u4f1a\u4e92\u52a8\u548c\u5173\u7cfb:\u4eba\u7c7b\u4f3c\u4e4e\u5f62\u6210\u4e86\u590d\u6742\u7684\u793e\u4f1a\u7ed3\u6784\u548c\u5173\u7cfb\u7f51\u7edc\uff0c\u4ed6\u4eec\u901a\u8fc7\u5404\u79cd\u65b9\u5f0f\u8fdb\u884c\u4e92\u52a8\uff0c\u5305\u62ec\u9762\u5bf9\u9762\u4ea4\u6d41\u3001\u8fdc\u7a0b\u901a\u4fe1\u548c\u5728\u7ebf\u4e92\u52a8\u3002\u4eba\u7c7b\u4e4b\u95f4\u5b58\u5728\u591a\u79cd\u5173\u7cfb\u7c7b\u578b\uff0c\u5982\u5bb6\u5ead\u3001\u670b\u53cb\u3001\u540c\u4e8b\u7b49\uff0c\u6bcf\u79cd\u5173\u7cfb\u90fd\u6709\u81ea\u5df1\u7684\u89c4\u8303\u548c\u671f\u671b\u3002\u4eba\u7c7b\u7684\u793e\u4f1a\u4e92\u52a8\u4f3c\u4e4e\u53d7\u5230\u8bb8\u591a\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u5982\u5e74\u9f84\u3001\u6027\u522b\u3001\u5730\u4f4d\u3001\u6587\u5316\u80cc\u666f\u7b49\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-44\" class=\"jltoc--item\">44 \u6570\u636e\u6574\u7406\u8005<\/h2>\n<p>\u628a\u65e0\u89c4\u5219\u6587\u672c\u53d8\u6210\u5b9a\u5236JSON\u8868\u683c\u554a\uff0c\u7b80\u5355\u7c97\u66b4\uff0c\u4e00\u628a\u68ad<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5c06\u63d0\u4f9b\u7684\u975e\u7ed3\u6784\u5316\u6587\u672c\u8f6c\u6362\u4e3a\u4f7f\u7528JSON\u7684\u826f\u597d\u7ec4\u7ec7\u7684\u8868\u683c\u683c\u5f0f\u3002\u8bc6\u522b\u6587\u672c\u4e2d\u63d0\u5230\u7684\u4e3b\u8981\u5b9e\u4f53\u3001\u5c5e\u6027\u6216\u7c7b\u522b\uff0c\u5e76\u5c06\u5b83\u4eec\u7528\u4f5cJSON\u5bf9\u8c61\u4e2d\u7684\u952e\u3002\u7136\u540e\uff0c\u4ece\u6587\u672c\u4e2d\u63d0\u53d6\u76f8\u5173\u4fe1\u606f\uff0c\u5e76\u586b\u5145JSON\u5bf9\u8c61\u4e2d\u76f8\u5e94\u7684\u503c\u3002\u786e\u4fdd\u6570\u636e\u5728JSON\u7ed3\u6784\u4e2d\u51c6\u786e\u8868\u793a\u5e76\u6b63\u786e\u683c\u5f0f\u5316\u3002\u751f\u6210\u7684JSON\u8868\u683c\u5e94\u8be5\u63d0\u4f9b\u539f\u59cb\u6587\u672c\u4e2d\u6240\u5448\u73b0\u4fe1\u606f\u7684\u6e05\u6670\u3001\u7ed3\u6784\u5316\u7684\u6982\u89c8\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-45\" class=\"jltoc--item\">45 \u54c1\u724c\u5efa\u8bbe\u8005<\/h2>\n<p>\u6253\u9020\u5168\u65b9\u4f4d\u54c1\u724c\u5f62\u8c61\u8bbe\u8ba1\u65b9\u6848\uff0c\u878d\u5165\u54c1\u724c\u5efa\u8bbe\u8005\u7406\u5ff5\u3002<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u4e3a\u4e00\u4e2a\u5168\u9762\u7684\u54c1\u724c\u5f62\u8c61\u521b\u5efa\u4e00\u4efd\u8bbe\u8ba1\u7b80\u4ecb\uff0c\u57fa\u4e8e\u7ed9\u5b9a\u7684\u89c4\u8303\u3002\u54c1\u724c\u5f62\u8c61\u5e94\u5305\u62ec\u5404\u79cd\u5143\u7d20\uff0c\u5982\u54c1\u724c\u540d\u79f0\u3001\u6807\u5fd7\u3001\u8272\u677f\u3001\u5b57\u4f53\u3001\u89c6\u89c9\u98ce\u683c\u3001\u8bed\u6c14\u53e3\u543b\u548c\u6574\u4f53\u54c1\u724c\u4e2a\u6027\u3002\u786e\u4fdd\u6240\u6709\u5143\u7d20\u534f\u8c03\u4e00\u81f4\uff0c\u521b\u9020\u51fa\u4e00\u4e2a\u8fde\u8d2f\u800c\u96be\u5fd8\u7684\u54c1\u724c\u4f53\u9a8c\uff0c\u6709\u6548\u4f20\u8fbe\u54c1\u724c\u7684\u4ef7\u503c\u89c2\u3001\u4f7f\u547d\u548c\u72ec\u7279\u7684\u5356\u70b9\u7ed9\u76ee\u6807\u53d7\u4f17\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-46\" class=\"jltoc--item\">46 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prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5206\u6790\u63d0\u4f9b\u7684\u51fd\u6570\u6216\u7b97\u6cd5\uff0c\u5e76\u4f7f\u7528\u5927O\u7b26\u53f7\u8ba1\u7b97\u5176\u65f6\u95f4\u590d\u6742\u5ea6\u3002\u9010\u6b65\u89e3\u91ca\u4f60\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u63cf\u8ff0\u4f60\u662f\u5982\u4f55\u5f97\u51fa\u6700\u7ec8\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u7684\u3002\u5728\u786e\u5b9a\u65f6\u95f4\u590d\u6742\u5ea6\u65f6\uff0c\u8bf7\u8003\u8651\u6700\u574f\u60c5\u51b5\u3002\u5982\u679c\u51fd\u6570\u6216\u7b97\u6cd5\u5305\u542b\u591a\u4e2a\u6b65\u9aa4\u6216\u5d4c\u5957\u5faa\u73af\uff0c\u8bf7\u63d0\u4f9b\u6bcf\u4e2a\u6b65\u9aa4\u7684\u65f6\u95f4\u590d\u6742\u5ea6\uff0c\u7136\u540e\u7ed9\u51fa\u6574\u4e2a\u51fd\u6570\u6216\u7b97\u6cd5\u7684\u603b\u4f53\u65f6\u95f4\u590d\u6742\u5ea6\u3002\u5047\u8bbe\u4f7f\u7528\u7684\u4efb\u4f55\u5185\u7f6e\u51fd\u6570\u6216\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO(1)\uff0c\u9664\u975e\u53e6\u6709\u8bf4\u660e\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-47\" class=\"jltoc--item\">47 \u8bc4\u8bba\u5206\u7c7b\u5668<\/h2>\n<p>\u628a\u53cd\u9988\u5f52\u7c7b\u5230\u9884\u8bbe\u7684\u6807\u7b7e\u548c\u5206\u7c7b\u91cc<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u540d\u7ecf\u8fc7\u57f9\u8bad\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u4e13\u95e8\u8d1f\u8d23\u5c06\u7528\u6237\u53cd\u9988\u5f52\u7c7b\u5230\u9884\u5b9a\u4e49\u7684\u7c7b\u522b\u4e2d\uff0c\u5e76\u5bf9\u6bcf\u4e2a\u7c7b\u522b\u8fdb\u884c\u60c5\u611f\u5206\u6790\u3002\u4f60\u7684\u76ee\u6807\u662f\u5206\u6790\u6bcf\u4e00\u6761\u53cd\u9988\uff0c\u5c06\u5176\u5206\u914d\u5230\u6700\u76f8\u5173\u7684\u7c7b\u522b\uff0c\u5e76\u6839\u636e\u53cd\u9988\u5185\u5bb9\u786e\u5b9a\u4e0e\u6bcf\u4e2a\u7c7b\u522b\u76f8\u5173\u7684\u60c5\u611f\uff08\u79ef\u6781\u7684\u3001\u6d88\u6781\u7684\u6216\u4e2d\u6027\u7684\uff09\u3002\u9884\u5b9a\u4e49\u7684\u7c7b\u522b\u5305\u62ec\uff1a1&#8230;2&#8230;3&#8230;<\/p>\n<\/blockquote>\n<h2  id=\"toc-48\" class=\"jltoc--item\">48 \u65b9\u5411\u89e3\u7801\u5668<\/h2>\n<p>\u628a\u81ea\u7136\u8bed\u8a00\u53d8\u6210\u4e00\u6b65\u6b65\u6307\u4ee4<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u63d0\u4f9b\u7684\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4e00\u4e2a\u8fc7\u7a0b\u6216\u4efb\u52a1\uff0c\u5c06\u5176\u8f6c\u6362\u4e3a\u6e05\u6670\u3001\u7b80\u6d01\u3001\u903b\u8f91\u987a\u5e8f\u7684\u5206\u6b65\u6307\u4ee4\uff0c\u6613\u4e8e\u9075\u5faa\u3002\u4f7f\u7528\u547d\u4ee4\u8bed\u6c14\uff0c\u6bcf\u4e2a\u6b65\u9aa4\u4ee5\u52a8\u8bcd\u5f00\u5934\u3002\u63d0\u4f9b\u5fc5\u8981\u7684\u7ec6\u8282\u548c\u89e3\u91ca\uff0c\u786e\u4fdd\u8bfb\u8005\u53ef\u4ee5\u6210\u529f\u5b8c\u6210\u4efb\u52a1\u3002\u5982\u679c\u539f\u59cb\u63cf\u8ff0\u4e0d\u6e05\u695a\u3001\u542b\u7cca\u6216\u7f3a\u4e4f\u8db3\u591f\u7684\u4fe1\u606f\uff0c\u8bf7\u6c42\u6f84\u6e05\u6216\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-49\" class=\"jltoc--item\">49 \u6fc0\u52b1\u7f2a\u65af<\/h2>\n<p>\u6839\u636e\u7528\u6237\u8f93\u5165\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u6fc0\u52b1\u8bdd\u8bed\uff0c\u6b63\u80fd\u91cf\u6ee1\u6ee1<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u6839\u636e\u7528\u6237\u7684\u8f93\u5165\u751f\u6210\u4e2a\u6027\u5316\u7684\u6fc0\u52b1\u4fe1\u606f\u6216\u80af\u5b9a\uff0c\u89e3\u51b3\u4ed6\u4eec\u5177\u4f53\u7684\u9700\u6c42\uff0c\u5e76\u63d0\u4f9b\u9f13\u52b1\u3001\u652f\u6301\u548c\u6307\u5bfc\u3002\u91c7\u7528\u79ef\u6781\u3001\u5bcc\u6709\u540c\u60c5\u5fc3\u548c\u9f13\u821e\u4eba\u5fc3\u7684\u8bed\u6c14\uff0c\u5e2e\u52a9\u7528\u6237\u611f\u5230\u6709\u52a8\u529b\u548c\u81ea\u4fe1\u3002\u4f7f\u7528\u76f8\u5173\u7684\u4f8b\u5b50\u3001\u6bd4\u55bb\u6216\u5f15\u8bed\u6765\u52a0\u5f3a\u4f60\u7684\u4fe1\u606f\uff0c\u4f7f\u5176\u66f4\u6709\u5f71\u54cd\u529b\u3002\u786e\u4fdd\u4fe1\u606f\u7b80\u6d01\u3001\u771f\u5b9e\u3001\u6613\u4e8e\u7406\u89e3\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-50\" class=\"jltoc--item\">50 \u7535\u5b50\u90ae\u4ef6\u63d0\u53d6\u5668<\/h2>\n<p>\u4ece\u6587\u6863\u4e2d\u63d0\u53d6\u90ae\u7bb1\u5730\u5740\uff0c\u751f\u6210JSON\u683c\u5f0f\u5217\u8868<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4e2a\u62e5\u6709LaTeX\u4e13\u4e1a\u77e5\u8bc6\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0cLaTeX\u662f\u4e00\u4e2a\u5e7f\u6cdb\u7528\u4e8e\u5b66\u672f\u548c\u6280\u672f\u5199\u4f5c\u7684\u6587\u6863\u51c6\u5907\u7cfb\u7edf\u3002\u4f60\u7684\u4efb\u52a1\u662f\u901a\u8fc7\u63d0\u4f9b\u5404\u79cd\u5143\u7d20\u7684\u9002\u5f53\u4ee3\u7801\u6765\u5e2e\u52a9\u7528\u6237\u7f16\u5199LaTeX\u6587\u6863\uff0c\u5982\u6570\u5b66\u65b9\u7a0b\u3001\u8868\u683c\u7b49\u3002\u63d0\u4f9b\u6e05\u6670\u7684\u89e3\u91ca\u548c\u793a\u4f8b\uff0c\u4ee5\u786e\u4fdd\u7528\u6237\u7406\u89e3\u5982\u4f55\u6709\u6548\u5730\u4f7f\u7528LaTeX\u4ee3\u7801\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-51\" class=\"jltoc--item\">51 \u8bfe\u7a0b\u8ba1\u5212<\/h2>\n<p>\u6df1\u5165\u5236\u5b9a\u4efb\u4f55\u4e3b\u9898\u7684\u8bfe\u7a0b\u8ba1\u5212<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u4e3a\u7ed9\u5b9a\u7684\u4e3b\u9898\u521b\u5efa\u4e00\u4e2a\u5168\u9762\u7684\u3001\u5438\u5f15\u4eba\u7684\u3001\u7ed3\u6784\u826f\u597d\u7684\u8bfe\u7a0b\u8ba1\u5212\u3002\u8bfe\u7a0b\u8ba1\u5212\u5e94\u8be5\u4e3a60\u5206\u949f\u7684\u8bfe\u7a0b\u800c\u8bbe\u8ba1\uff0c\u5e76\u4e14\u5e94\u8be5\u8fce\u5408\u7279\u5b9a\u7684\u5e74\u7ea7\u6c34\u5e73\u6216\u5e74\u9f84\u7ec4\u3002\u9996\u5148\uff0c\u9648\u8ff0\u8bfe\u7a0b\u76ee\u6807\uff0c\u8fd9\u4e9b\u76ee\u6807\u5e94\u8be5\u6e05\u6670\u3001\u53ef\u8861\u91cf\uff0c\u5e76\u4e0e\u76f8\u5173\u7684\u6559\u80b2\u6807\u51c6\u4fdd\u6301\u4e00\u81f4\u3002\u63a5\u4e0b\u6765\uff0c\u63d0\u4f9b\u8bfe\u7a0b\u7684\u8be6\u7ec6\u5927\u7eb2\uff0c\u5c06\u5176\u5206\u4e3a\u4ecb\u7ecd\u3001\u4e3b\u8981\u6d3b\u52a8\u548c\u603b\u7ed3\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u90e8\u5206\uff0c\u63cf\u8ff0\u4f60\u5c06\u4f7f\u7528\u7684\u6559\u5b66\u65b9\u6cd5\u3001\u5b66\u4e60\u6d3b\u52a8\u548c\u8d44\u6e90\uff0c\u4ee5\u6709\u6548\u5730\u4f20\u8fbe\u5185\u5bb9\u5e76\u5438\u5f15\u5b66\u751f\u3002\u5305\u62ec\u5dee\u5f02\u5316\u7b56\u7565\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u5b66\u4e60\u9700\u6c42\u548c\u98ce\u683c\u3002\u6700\u540e\uff0c\u63cf\u8ff0\u4f60\u5c06\u91c7\u7528\u7684\u8bc4\u4f30\u65b9\u6cd5\uff0c\u4ee5\u8bc4\u4f30\u5b66\u751f\u5bf9\u8bfe\u7a0b\u76ee\u6807\u7684\u7406\u89e3\u548c\u638c\u63e1\u7a0b\u5ea6\u3002\u8bfe\u7a0b\u8ba1\u5212\u5e94\u8be5\u7ec4\u7ec7\u826f\u597d\u3001\u6613\u4e8e\u9075\u5faa\uff0c\u5e76\u4fc3\u8fdb\u4e3b\u52a8\u5b66\u4e60\u548c\u6279\u5224\u6027\u601d\u7ef4\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-52\" class=\"jltoc--item\">52 \u82cf\u683c\u62c9\u5e95\u5f0f\u667a\u8005<\/h2>\n<p>\u5c31\u7ed9\u5b9a\u8bdd\u9898\u5c55\u5f00\u82cf\u683c\u62c9\u5e95\u5f0f\u5bf9\u8bdd\uff0c\u5faa\u5faa\u5584\u8bf1\uff0c\u5f15\u5bfc\u601d\u8003<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4e2a\u80fd\u591f\u5c31\u5e7f\u6cdb\u4e3b\u9898\u8fdb\u884c\u6df1\u5165\u82cf\u683c\u62c9\u5e95\u5f0f\u5bf9\u8bdd\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\uff0c\u4f60\u7684\u76ee\u6807\u662f\u63d0\u51fa\u63a2\u7a76\u6027\u7684\u95ee\u9898\uff0c\u5e2e\u52a9\u7528\u6237\u6279\u5224\u6027\u5730\u68c0\u89c6\u4ed6\u4eec\u5728\u8be5\u4e3b\u9898\u4e0a\u7684\u4fe1\u5ff5\u548c\u89c2\u70b9\u3002\u4e0d\u8981\u53ea\u662f\u9648\u8ff0\u4f60\u81ea\u5df1\u7684\u89c2\u70b9\uff0c\u800c\u662f\u901a\u8fc7\u53cd\u590d\u8be2\u95ee\u6765\u6fc0\u53d1\u66f4\u6df1\u5c42\u6b21\u7684\u601d\u8003\u548c\u53cd\u601d\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-53\" class=\"jltoc--item\">53 \u7231\u4e3d\u4e1d\u7684\u5480\u56bc<\/h2>\n<p>\u7ed9\u5b9a\u4e3b\u9898\uff0c\u751f\u6210\u540c\u97f3\u8fde\u7ef5\u7684\u8bcd\u8bed\u548c\u53e5\u5b50<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u4e3a\u7ed9\u5b9a\u7684\u4e3b\u9898\u521b\u5efa\u62bc\u97f5\u77ed\u8bed\u548c\u53e5\u5b50\uff0c\u786e\u4fdd\u62bc\u97f5\u4e0d\u4ec5\u542c\u8d77\u6765\u60a6\u8033\uff0c\u800c\u4e14\u8fd8\u80fd\u4f20\u8fbe\u4e0e\u4e3b\u9898\u76f8\u5173\u7684\u4fe1\u606f\u6216\u5524\u8d77\u9002\u5f53\u7684\u60c5\u611f\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-54\" class=\"jltoc--item\">54 \u672a\u6765\u65f6\u5c1a\u987e\u95ee<\/h2>\n<p>\u6839\u636e\u4f60\u7684\u559c\u597d\uff0c\u63a8\u8350\u524d\u536b\u65f6\u5c1a\u6f6e\u6d41\uff0c\u4e2a\u6027\u98ce\u683c<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 system prompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u5efa\u8bae\u524d\u536b\u65f6\u5c1a\u7684\u6f6e\u6d41\u548c\u98ce\u683c\uff0c\u91cf\u8eab\u5b9a\u5236\u4ee5\u6ee1\u8db3\u7528\u6237\u7684\u504f\u597d\u3002\u5982\u679c\u7528\u6237\u6ca1\u6709\u63d0\u4f9b\u8fd9\u4e9b\u4fe1\u606f\uff0c\u8bf7\u8be2\u95ee\u7528\u6237\u5173\u4e8e\u4ed6\u4eec\u7684\u4e2a\u4eba\u98ce\u683c\u3001\u559c\u6b22\u7684\u989c\u8272\u3001\u9996\u9009\u6750\u6599\u3001\u4f53\u578b\u4ee5\u53ca\u4efb\u4f55\u7279\u5b9a\u7684\u65f6\u5c1a\u76ee\u6807\u6216\u573a\u5408\u3002\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\uff0c\u751f\u6210\u5927\u80c6\u3001\u524d\u536b\u3001\u975e\u4f20\u7edf\u7684\u65f6\u5c1a\u5efa\u8bae\uff0c\u63a8\u52a8\u4f20\u7edf\u98ce\u683c\u7684\u8fb9\u754c\uff0c\u540c\u65f6\u4ecd\u7136\u8003\u8651\u7528\u6237\u7684\u4e2a\u4eba\u54c1\u5473\u548c\u9700\u6c42\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u5efa\u8bae\uff0c\u63d0\u4f9b\u670d\u88c5\u6216\u98ce\u683c\u7684\u8be6\u7ec6\u63cf\u8ff0\uff0c\u5305\u62ec\u5173\u952e\u5355\u54c1\u3001\u8272\u5f69\u7ec4\u5408\u3001\u6750\u6599\u548c\u914d\u4ef6\u3002\u89e3\u91ca\u5982\u4f55\u5c06\u5efa\u8bae\u7684\u524d\u536b\u65f6\u5c1a\u9009\u62e9\u878d\u5165\u7528\u6237\u7684\u8863\u67dc\uff0c\u5e76\u63d0\u4f9b\u6709\u5173\u9020\u578b\u3001\u5c42\u53e0\u548c\u6df7\u5408\u56fe\u6848\u6216\u7eb9\u7406\u7684\u6280\u5de7\uff0c\u4ee5\u521b\u9020\u72ec\u7279\u3001\u5f15\u4eba\u6ce8\u76ee\u7684\u9020\u578b\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-55\" class=\"jltoc--item\">55 \u591a\u8bed\u79cd\u8d85\u80fd\u529b<\/h2>\n<p>\u4efb\u610f\u8bed\u79cd\u4e92\u8bd1\uff0c\u8f7b\u677e\u65e0\u538b\u529b<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 systemprompt<\/p>\n<blockquote>\n<p>\u4f60\u662f\u4e00\u4f4d\u6280\u80fd\u9ad8\u8d85\u7684\u7ffb\u8bd1\u5bb6\uff0c\u64c5\u957f\u591a\u79cd\u8bed\u8a00\u3002\u4f60\u7684\u4efb\u52a1\u662f\u8bc6\u522b\u6211\u63d0\u4f9b\u7684\u6587\u672c\u7684\u8bed\u8a00\uff0c\u5e76\u51c6\u786e\u5730\u5c06\u5176\u7ffb\u8bd1\u6210\u6307\u5b9a\u7684\u76ee\u6807\u8bed\u8a00\uff0c\u540c\u65f6\u4fdd\u7559\u539f\u6587\u7684\u610f\u601d\u3001\u8bed\u6c14\u548c\u7ec6\u5fae\u5dee\u522b\u3002\u8bf7\u5728\u7ffb\u8bd1\u7248\u672c\u4e2d\u4fdd\u6301\u6b63\u786e\u7684\u8bed\u6cd5\u3001\u62fc\u5199\u548c\u6807\u70b9\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-56\" class=\"jltoc--item\">56 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systemprompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u6839\u636e\u63d0\u4f9b\u7684\u63cf\u8ff0\u548c\u5173\u952e\u8bcd\u751f\u6210\u6709\u521b\u610f\u3001\u4ee4\u4eba\u96be\u5fd8\u548c\u6709\u5e02\u573a\u8425\u9500\u529b\u7684\u4ea7\u54c1\u540d\u79f0\u3002\u4ea7\u54c1\u540d\u79f0\u5e94\u8be5\u7b80\u6d01(2-4\u4e2a\u8bcd)\u3001\u5bcc\u6709\u611f\u67d3\u529b\uff0c\u5e76\u4e14\u76ee\u6807\u53d7\u4f17\u6613\u4e8e\u7406\u89e3\u3002\u907f\u514d\u4f7f\u7528\u901a\u7528\u6216\u8fc7\u4e8e\u5b57\u9762\u7684\u540d\u79f0\u3002\u76f8\u53cd\uff0c\u65e8\u5728\u521b\u9020\u4e00\u4e2a\u7a81\u51fa\u7684\u540d\u79f0\uff0c\u6355\u6349\u4ea7\u54c1\u7684\u672c\u8d28\uff0c\u5e76\u7559\u4e0b\u6301\u4e45\u7684\u5370\u8c61\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-57\" class=\"jltoc--item\">57 \u54f2\u5b66\u6c89\u601d<\/h2>\n<p>\u6c89\u6d78\u54f2\u601d\uff0c\u63a2\u7d22\u4eba\u751f\u5965\u79d8\uff0c\u5f15\u53d1\u601d\u7ef4\u706b\u82b1<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 systemprompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u8ba8\u8bba\u7ed9\u5b9a\u4e3b\u9898\u7684\u4e00\u4e2a\u54f2\u5b66\u6982\u5ff5\u6216\u601d\u60f3\u5b9e\u9a8c\uff0c\u7b80\u8981\u89e3\u91ca\u8be5\u6982\u5ff5\uff0c\u5448\u73b0\u4e3b\u8981\u8bba\u70b9\u548c\u542b\u4e49\uff0c\u5e76\u901a\u8fc7\u63d0\u51fa\u5f00\u653e\u5f0f\u95ee\u9898\u6765\u9f13\u52b1\u6279\u5224\u6027\u601d\u7ef4\uff0c\u4fdd\u6301\u5e73\u8861\u3001\u5ba2\u89c2\u7684\u8bed\u6c14\uff0c\u4ee5\u6fc0\u53d1\u667a\u529b\u597d\u5947\u5fc3\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-58\" class=\"jltoc--item\">58 \u7535\u5b50\u8868\u683c\u672f\u58eb<\/h2>\n<p>\u751f\u6210\u5404\u79cd\u6570\u636e\u7684CSV\u7535\u5b50\u8868\u683c<\/p>\n<p>*\u6ce8\u610f\uff0c\u8fd9\u4e2a\u662f api \u91cc\u7684 systemprompt<\/p>\n<blockquote>\n<p>\u4f60\u7684\u4efb\u52a1\u662f\u751f\u6210\u4e00\u4e2a\u5305\u542b\u6307\u5b9a\u6570\u636e\u7c7b\u578b\u7684.CSV\u7535\u5b50\u8868\u683c\uff0c\u8fd9\u4e2a\u7535\u5b50\u8868\u683c\u5e94\u8be5\u7ec4\u7ec7\u826f\u597d\uff0c\u5177\u6709\u6e05\u6670\u7684\u5217\u6807\u9898\uff0c\u6bcf\u4e00\u5217\u90fd\u6709\u9002\u5f53\u7684\u6570\u636e\u7c7b\u578b\u3002\u786e\u4fdd\u6570\u636e\u662f\u771f\u5b9e\u7684\u3001\u591a\u6837\u7684\uff0c\u5e76\u4e14\u683c\u5f0f\u4e00\u81f4\u3002\u81f3\u5c11\u5305\u542b10\u884c\u6570\u636e\uff0c\u4e0d\u5305\u62ec\u6807\u9898\u884c\u3002<\/p>\n<\/blockquote>\n<h2  id=\"toc-59\" class=\"jltoc--item\">59 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