{"id":35222,"date":"2025-08-11T23:33:26","date_gmt":"2025-08-11T15:33:26","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35222"},"modified":"2025-08-11T23:33:58","modified_gmt":"2025-08-11T15:33:58","slug":"jingtong-claude-tishi","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/jingtong-claude-tishi\/","title":{"rendered":"\u7cbe\u901a Claude 4 \u63d0\u793a\u5de5\u7a0b\uff1a\u5b98\u65b9\u6743\u5a01\u6307\u5357"},"content":{"rendered":"<p>\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u662f\u4e00\u95e8\u901a\u8fc7\u4f18\u5316\u8f93\u5165\u6587\u672c\uff08\u5373\u201c\u63d0\u793a\u201d\uff09\u6765\u63d0\u5347\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8f93\u51fa\u8d28\u91cf\u4e0e\u63a7\u5236\u6027\u7684\u6838\u5fc3\u6280\u672f\u3002\u8fd9\u4efd\u7efc\u5408\u6307\u5357\u5c06\u7cfb\u7edf\u6027\u5730\u4ecb\u7ecd\u4e0e\u00a0<code><a href=\"https:\/\/www.kdjingpai.com\/de\/claudeanquanfubai\/\">Claude<\/a><\/code>\u00a0\u7cfb\u5217\u6a21\u578b\u4ea4\u4e92\u7684\u5404\u9879\u6700\u4f73\u5b9e\u8df5\uff0c\u8986\u76d6\u4ece\u57fa\u7840\u51c6\u5907\u5230\u9ad8\u7ea7\u5e94\u7528\u7684\u5168\u90e8\u73af\u8282\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7814\u7a76\u8005\u6700\u5927\u9650\u5ea6\u5730\u53d1\u6325\u00a0<code>Claude<\/code>\u00a0\u7684\u6f5c\u529b\u3002<\/p>\n<h3>\u5728\u5f00\u59cb\u4e4b\u524d\uff1a\u6210\u529f\u7684\u57fa\u7840<\/h3>\n<p>\u5728\u6df1\u5165\u7814\u7a76\u5177\u4f53\u7684\u63d0\u793a\u5de5\u7a0b\u6280\u672f\u524d\uff0c\u5fc5\u987b\u5148\u5960\u5b9a\u575a\u5b9e\u7684\u57fa\u7840\u3002\u8fd9\u5305\u62ec\uff1a<\/p>\n<ol>\n<li><strong>\u660e\u786e\u7684\u6210\u529f\u6807\u51c6<\/strong>\uff1a\u6e05\u6670\u5730\u5b9a\u4e49\u7528\u4f8b\u7684\u6210\u529f\u6807\u51c6\u662f\u4ec0\u4e48\u3002<\/li>\n<li><strong>\u6709\u6548\u7684\u6d4b\u8bd5\u65b9\u6cd5<\/strong>\uff1a\u5efa\u7acb\u4e00\u5957\u80fd\u591f\u5ba2\u89c2\u3001\u91cf\u5316\u5730\u8bc4\u4f30\u6a21\u578b\u8f93\u51fa\u662f\u5426\u7b26\u5408\u8fd9\u4e9b\u6807\u51c6\u7684\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u521d\u6b65\u7684\u63d0\u793a\u8349\u7a3f<\/strong>\uff1a\u6709\u4e00\u4e2a\u60f3\u8981\u6539\u8fdb\u7684\u521d\u59cb\u7248\u672c\u63d0\u793a\u3002<\/li>\n<\/ol>\n<p>\u5982\u679c\u5c1a\u672a\u5b8c\u6210\u8fd9\u4e9b\u51c6\u5907\u5de5\u4f5c\uff0c\u5f3a\u70c8\u5efa\u8bae\u5148\u6295\u5165\u65f6\u95f4\u5efa\u7acb\u8d77\u6765\u3002<\/p>\n<h3>\u4f55\u65f6\u9009\u62e9\u63d0\u793a\u5de5\u7a0b\uff1f\uff08\u5bf9\u6bd4\u5fae\u8c03\uff09<\/h3>\n<p>\u5e76\u975e\u6240\u6709\u95ee\u9898\u90fd\u6700\u9002\u5408\u901a\u8fc7\u63d0\u793a\u5de5\u7a0b\u89e3\u51b3\u3002\u4f8b\u5982\uff0c\u5ef6\u8fdf\u548c\u6210\u672c\u95ee\u9898\u6709\u65f6\u901a\u8fc7\u9009\u62e9\u4e0d\u540c\u6a21\u578b\u80fd\u66f4\u8f7b\u6613\u5730\u6539\u5584\u3002\u800c\u5f53\u9700\u8981\u5728\u63a7\u5236\u6a21\u578b\u884c\u4e3a\u65f6\uff0c\u63d0\u793a\u5de5\u7a0b\u548c\u5fae\u8c03\uff08Finetuning\uff09\u662f\u4e24\u79cd\u4e3b\u8981\u624b\u6bb5\uff0c\u4ee5\u4e0b\u662f\u63d0\u793a\u5de5\u7a0b\u5728\u591a\u79cd\u573a\u666f\u4e0b\u4f18\u4e8e\u5fae\u8c03\u7684\u539f\u56e0\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u6e90\u6548\u7387<\/strong>\uff1a\u5fae\u8c03\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u8d44\u6e90\uff08\u5982\u9ad8\u7aef GPU\uff09\u548c\u5185\u5b58\uff0c\u800c\u63d0\u793a\u5de5\u7a0b\u4ec5\u9700\u6587\u672c\u8f93\u5165\uff0c\u5bf9\u8d44\u6e90\u66f4\u4e3a\u53cb\u597d\u3002<\/li>\n<li><strong>\u6210\u672c\u6548\u76ca<\/strong>\uff1a\u5bf9\u4e8e\u4f7f\u7528\u4e91\u7aef AI \u670d\u52a1\u7684\u573a\u666f\uff0c\u5fae\u8c03\u4f1a\u4ea7\u751f\u663e\u8457\u7684\u8bad\u7ec3\u6210\u672c\u3002\u63d0\u793a\u5de5\u7a0b\u76f4\u63a5\u5229\u7528\u57fa\u7840\u6a21\u578b\uff0c\u901a\u5e38\u6210\u672c\u66f4\u4f4e\u3002<\/li>\n<li><strong>\u6a21\u578b\u66f4\u65b0\u517c\u5bb9\u6027<\/strong>\uff1a\u5f53\u6a21\u578b\u63d0\u4f9b\u5546\u66f4\u65b0\u57fa\u7840\u6a21\u578b\u65f6\uff0c\u5fae\u8c03\u8fc7\u7684\u7248\u672c\u53ef\u80fd\u9700\u8981\u91cd\u65b0\u8bad\u7ec3\u3002\u800c\u8bbe\u8ba1\u826f\u597d\u7684\u63d0\u793a\u901a\u5e38\u53ef\u4ee5\u8de8\u7248\u672c\u7ee7\u7eed\u751f\u6548\u3002<\/li>\n<li><strong>\u65f6\u95f4\u6548\u7387<\/strong>\uff1a\u5fae\u8c03\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u6570\u5c0f\u65f6\u751a\u81f3\u6570\u5929\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u63d0\u793a\u5de5\u7a0b\u63d0\u4f9b\u8fd1\u4e4e\u5373\u65f6\u7684\u53cd\u9988\uff0c\u6781\u5927\u5730\u52a0\u901f\u4e86\u8fed\u4ee3\u548c\u89e3\u51b3\u95ee\u9898\u7684\u901f\u5ea6\u3002<\/li>\n<li><strong>\u6570\u636e\u9700\u6c42\u6781\u4f4e<\/strong>\uff1a\u5fae\u8c03\u9700\u8981\u5927\u91cf\u7279\u5b9a\u4e8e\u4efb\u52a1\u7684\u3001\u7ecf\u8fc7\u6807\u6ce8\u7684\u6570\u636e\u96c6\uff0c\u8fd9\u4e9b\u6570\u636e\u53ef\u80fd\u96be\u4ee5\u83b7\u53d6\u6216\u6210\u672c\u9ad8\u6602\u3002\u63d0\u793a\u5de5\u7a0b\u5728\u5c11\u6837\u672c\uff08few-shot\uff09\u751a\u81f3\u96f6\u6837\u672c\uff08zero-shot\uff09\u7684\u573a\u666f\u4e0b\u5c31\u80fd\u6709\u6548\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u7075\u6d3b\u6027\u4e0e\u5feb\u901f\u8fed\u4ee3<\/strong>\uff1a\u5f00\u53d1\u8005\u53ef\u4ee5\u8fc5\u901f\u5c1d\u8bd5\u591a\u79cd\u65b9\u6cd5\uff0c\u8c03\u6574\u63d0\u793a\u5e76\u7acb\u5373\u89c2\u5bdf\u7ed3\u679c\u3002\u8fd9\u79cd\u5feb\u901f\u5b9e\u9a8c\u7684\u654f\u6377\u6027\u662f\u5fae\u8c03\u96be\u4ee5\u5b9e\u73b0\u7684\u3002<\/li>\n<li><strong>\u9886\u57df\u9002\u5e94\u6027<\/strong>\uff1a\u901a\u8fc7\u5728\u63d0\u793a\u4e2d\u63d0\u4f9b\u7279\u5b9a\u9886\u57df\u7684\u4e0a\u4e0b\u6587\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u8ba9\u6a21\u578b\u9002\u5e94\u65b0\u9886\u57df\uff0c\u800c\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u7406\u89e3\u529b\u63d0\u5347<\/strong>\uff1a\u5728\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u7406\u89e3\u548c\u5229\u7528\u5916\u90e8\u5185\u5bb9\uff08\u5982\u901a\u8fc7RAG\u68c0\u7d22\u7684\u6587\u6863\uff09\u65b9\u9762\uff0c\u63d0\u793a\u5de5\u7a0b\u8fdc\u6bd4\u5fae\u8c03\u66f4\u6709\u6548\u3002<\/li>\n<li><strong>\u4fdd\u7559\u901a\u7528\u77e5\u8bc6<\/strong>\uff1a\u5fae\u8c03\u5b58\u5728\u201c\u707e\u96be\u6027\u9057\u5fd8\u201d\uff08catastrophic forgetting\uff09\u7684\u98ce\u9669\uff0c\u5373\u6a21\u578b\u5728\u5b66\u4e60\u65b0\u77e5\u8bc6\u65f6\u53ef\u80fd\u4f1a\u4e22\u5931\u5176\u539f\u6709\u7684\u901a\u7528\u80fd\u529b\u3002\u63d0\u793a\u5de5\u7a0b\u5219\u4fdd\u7559\u4e86\u6a21\u578b\u7684\u5e7f\u6cdb\u77e5\u8bc6\u57fa\u7840\u3002<\/li>\n<li><strong>\u900f\u660e\u5ea6\u4e0e\u53ef\u89e3\u91ca\u6027<\/strong>\uff1a\u63d0\u793a\u662f\u4eba\u7c7b\u53ef\u8bfb\u7684\uff0c\u80fd\u6e05\u6670\u5730\u5c55\u793a\u6a21\u578b\u6536\u5230\u7684\u786e\u5207\u4fe1\u606f\u3002\u8fd9\u79cd\u900f\u660e\u5ea6\u6709\u52a9\u4e8e\u7406\u89e3\u548c\u8c03\u8bd5\u6a21\u578b\u7684\u884c\u4e3a\u3002<\/li>\n<\/ul>\n<h3><code>Claude 4<\/code>\u00a0\u7684\u63d0\u793a\u5de5\u7a0b\u6838\u5fc3\u539f\u5219<\/h3>\n<p><code>Claude 4<\/code>\u00a0\u7cfb\u5217\u6a21\u578b\uff08\u5305\u62ec Opus 4.1\u3001Opus 4 \u548c Sonnet 4\uff09\u7ecf\u8fc7\u4f18\u5316\uff0c\u80fd\u66f4\u7cbe\u786e\u5730\u9075\u5faa\u6307\u4ee4\u3002\u4e3a\u83b7\u5f97\u6700\u4f73\u6548\u679c\uff0c\u8bf7\u9075\u5faa\u4ee5\u4e0b\u6838\u5fc3\u539f\u5219\u3002<\/p>\n<h4>1. \u6307\u4ee4\u660e\u786e\u4e14\u76f4\u63a5<\/h4>\n<p>\u6a21\u578b\u5bf9\u6e05\u6670\u3001\u5177\u4f53\u7684\u6307\u4ee4\u54cd\u5e94\u6700\u4f73\u3002\u660e\u786e\u8bf4\u660e\u671f\u671b\u7684\u8f93\u51fa\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u7ed3\u679c\u8d28\u91cf\u3002\u5982\u679c\u5e0c\u671b\u6a21\u578b\u80fd\u50cf\u65e7\u7248\u00a0<code>Claude<\/code>\u00a0\u4e00\u6837\u505a\u51fa\u201c\u8d85\u5e38\u53d1\u6325\u201d\u7684\u8868\u73b0\uff0c\u73b0\u5728\u9700\u8981\u66f4\u660e\u786e\u5730\u8bf7\u6c42\u8fd9\u4e9b\u884c\u4e3a\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u521b\u5efa\u4e00\u4e2a\u5206\u6790\u4eea\u8868\u76d8<\/strong><\/p>\n<ul>\n<li><strong>\u6548\u679c\u8f83\u5dee\u7684\u63d0\u793a<\/strong>\uff1a\n<pre><code>\u521b\u5efa\u4e00\u4e2a\u5206\u6790\u4eea\u8868\u76d8\u3002\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u6548\u679c\u66f4\u4f73\u7684\u63d0\u793a<\/strong>\uff1a\n<pre><code>\u521b\u5efa\u4e00\u4e2a\u5206\u6790\u4eea\u8868\u76d8\u3002\u8bf7\u5305\u542b\u5c3d\u53ef\u80fd\u591a\u7684\u76f8\u5173\u529f\u80fd\u548c\u4ea4\u4e92\u7ec6\u8282\uff0c\u8d85\u8d8a\u57fa\u7840\u529f\u80fd\uff0c\u5b9e\u73b0\u4e00\u4e2a\u529f\u80fd\u5b8c\u5907\u7684\u8bbe\u8ba1\u3002\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h4>2. \u8865\u5145\u4e0a\u4e0b\u6587\u4ee5\u63d0\u5347\u6027\u80fd<\/h4>\n<p>\u5728\u6307\u4ee4\u80cc\u540e\u63d0\u4f9b\u80cc\u666f\u6216\u52a8\u673a\uff0c\u4f8b\u5982\u5411\u00a0<code>Claude<\/code>\u00a0\u89e3\u91ca\u4e3a\u4f55\u67d0\u4e2a\u884c\u4e3a\u5f88\u91cd\u8981\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u7406\u89e3\u76ee\u6807\uff0c\u5e76\u63d0\u4f9b\u66f4\u6709\u9488\u5bf9\u6027\u7684\u54cd\u5e94\u3002<\/p>\n<p><strong>\u793a\u4f8b\uff1a\u683c\u5f0f\u504f\u597d<\/strong><\/p>\n<ul>\n<li><strong>\u6548\u679c\u8f83\u5dee\u7684\u63d0\u793a<\/strong>\uff1a\n<pre><code>\u7edd\u4e0d\u4f7f\u7528\u7701\u7565\u53f7\u3002\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u6548\u679c\u66f4\u4f73\u7684\u63d0\u793a<\/strong>\uff1a\n<pre><code>\u4f60\u7684\u56de\u7b54\u5c06\u88ab\u6587\u672c\u8f6c\u8bed\u97f3\u5f15\u64ce\u6717\u8bfb\uff0c\u6240\u4ee5\u7edd\u4e0d\u4f7f\u7528\u7701\u7565\u53f7\uff0c\u56e0\u4e3a\u5f15\u64ce\u4e0d\u77e5\u9053\u5982\u4f55\u53d1\u97f3\u3002\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u6a21\u578b\u8db3\u591f\u667a\u80fd\uff0c\u80fd\u591f\u4ece\u8fd9\u7c7b\u89e3\u91ca\u4e2d\u8fdb\u884c\u5f52\u7eb3\u3002<\/p>\n<h4>3. \u5ba1\u614e\u4f7f\u7528\u793a\u4f8b\u548c\u7ec6\u8282<\/h4>\n<p><code>Claude 4<\/code>\u00a0\u6a21\u578b\u4f1a\u8ba4\u771f\u5bf9\u5f85\u6307\u4ee4\u4e2d\u7684\u6bcf\u4e00\u4e2a\u7ec6\u8282\u548c\u793a\u4f8b\u3002\u8bf7\u786e\u4fdd\u4f60\u63d0\u4f9b\u7684\u793a\u4f8b\u4e0e\u671f\u671b\u9f13\u52b1\u7684\u884c\u4e3a\u4e00\u81f4\uff0c\u5e76\u5c3d\u91cf\u51cf\u5c11\u60f3\u8981\u907f\u514d\u7684\u884c\u4e3a\u3002<\/p>\n<h3>\u6838\u5fc3\u63d0\u793a\u5de5\u7a0b\u6280\u672f\u5927\u5168<\/h3>\n<p>\u4ee5\u4e0b\u6280\u672f\u6309\u7167\u4ece\u6700\u666e\u9002\u5230\u66f4\u4e13\u95e8\u7684\u987a\u5e8f\u7ec4\u7ec7\u3002\u5728\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u65f6\uff0c\u5efa\u8bae\u6309\u6b64\u987a\u5e8f\u5c1d\u8bd5\u3002<\/p>\n<ol>\n<li><strong>\u6e05\u6670\u76f4\u63a5\u7684\u6307\u4ee4<\/strong>\u00a0(\u5982\u4e0a\u6240\u8ff0)<\/li>\n<li><strong>\u4f7f\u7528\u793a\u4f8b (\u591a\u6837\u672c\u63d0\u793a)<\/strong><\/li>\n<li><strong>\u5f15\u5bfc\u6a21\u578b\u601d\u8003 (\u601d\u7ef4\u94fe)<\/strong><\/li>\n<li><strong>\u4f7f\u7528 XML \u6807\u7b7e<\/strong><\/li>\n<li><strong>\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8d4b\u4e88\u89d2\u8272<\/strong><\/li>\n<li><strong>\u9884\u586b\u5145\u6a21\u578b\u7684\u56de\u5e94<\/strong><\/li>\n<li><strong>\u94fe\u5f0f\u590d\u6742\u63d0\u793a<\/strong><\/li>\n<li><strong>\u957f\u4e0a\u4e0b\u6587\u63d0\u793a\u6280\u5de7<\/strong><\/li>\n<li><strong>\u4f7f\u7528\u63d0\u793a\u751f\u6210\u5668<\/strong><\/li>\n<\/ol>\n<p>\u4ee5\u4e0b\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4e2d\u6700\u5173\u952e\u7684\u6280\u672f\u3002<\/p>\n<h4>\u4f7f\u7528 XML \u6807\u7b7e\u6784\u5efa\u7ed3\u6784\u5316\u63d0\u793a<\/h4>\n<p>\u5f53\u63d0\u793a\u5305\u542b\u591a\u4e2a\u7ec4\u6210\u90e8\u5206\uff08\u5982\u80cc\u666f\u4fe1\u606f\u3001\u6307\u4ee4\u3001\u793a\u4f8b\u548c\u8f93\u5165\u6570\u636e\uff09\u65f6\uff0c\u4f7f\u7528 XML \u6807\u7b7e\u662f\u63d0\u5347\u00a0<code>Claude<\/code>\u00a0\u89e3\u6790\u51c6\u786e\u6027\u7684\u5229\u5668\u3002<\/p>\n<ul>\n<li><strong>\u4f7f\u7528 XML \u6807\u7b7e\u7684\u597d\u5904<\/strong>\uff1a\n<ul>\n<li><strong>\u6e05\u6670\u6027<\/strong>\uff1a\u660e\u786e\u5206\u79bb\u63d0\u793a\u7684\u4e0d\u540c\u90e8\u5206\uff0c\u786e\u4fdd\u7ed3\u6784\u826f\u597d\u3002<\/li>\n<li><strong>\u51c6\u786e\u6027<\/strong>\uff1a\u51cf\u5c11\u6a21\u578b\u56e0\u6df7\u6dc6\u6307\u4ee4\u4e0e\u4e0a\u4e0b\u6587\u800c\u5bfc\u81f4\u7684\u9519\u8bef\u3002<\/li>\n<li><strong>\u7075\u6d3b\u6027<\/strong>\uff1a\u4fbf\u4e8e\u67e5\u627e\u3001\u6dfb\u52a0\u3001\u79fb\u9664\u6216\u4fee\u6539\u63d0\u793a\u7684\u7279\u5b9a\u90e8\u5206\u3002<\/li>\n<li><strong>\u53ef\u89e3\u6790\u6027<\/strong>\uff1a\u8981\u6c42\u6a21\u578b\u5728\u8f93\u51fa\u4e2d\u4e5f\u4f7f\u7528XML\u6807\u7b7e\uff0c\u53ef\u4ee5\u4f7f\u7a0b\u5e8f\u66f4\u5bb9\u6613\u5730\u63d0\u53d6\u5176\u54cd\u5e94\u7684\u7279\u5b9a\u90e8\u5206\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6700\u4f73\u5b9e\u8df5<\/strong>\uff1a\n<ol>\n<li><strong>\u4fdd\u6301\u4e00\u81f4\u6027<\/strong>\uff1a\u5728\u63d0\u793a\u4e2d\u59cb\u7ec8\u4f7f\u7528\u76f8\u540c\u7684\u6807\u7b7e\u540d\uff0c\u5e76\u5728\u6307\u4ee4\u4e2d\u5f15\u7528\u5b83\u4eec\uff08\u4f8b\u5982\uff0c\u201c\u4f7f\u7528\u00a0<code>&lt;contract&gt;<\/code>\u00a0\u6807\u7b7e\u4e2d\u7684\u5408\u540c\u2026\u201d\uff09\u3002<\/li>\n<li><strong>\u5d4c\u5957\u6807\u7b7e<\/strong>\uff1a\u5bf9\u4e8e\u5c42\u7ea7\u5185\u5bb9\uff0c\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u6807\u7b7e\uff0c\u5982\u00a0<code>&lt;outer&gt;&lt;inner&gt;&lt;\/inner&gt;&lt;\/outer&gt;<\/code>\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<p><strong>\u793a\u4f8b\uff1a\u6cd5\u5f8b\u5408\u540c\u5206\u6790<\/strong><\/p>\n<p><strong>\u672a\u4f7f\u7528 XML \u6807\u7b7e\u7684\u63d0\u793a<\/strong>\uff1a<\/p>\n<pre><code>\u5206\u6790\u8fd9\u4efd\u8f6f\u4ef6\u8bb8\u53ef\u534f\u8bae\u7684\u6f5c\u5728\u98ce\u9669\u548c\u8d23\u4efb\uff1a{{CONTRACT}}\u3002\u5173\u6ce8\u8d54\u507f\u3001\u8d23\u4efb\u9650\u5236\u548c\u77e5\u8bc6\u4ea7\u6743\u6240\u6709\u6743\u6761\u6b3e\u3002\u540c\u65f6\uff0c\u6ce8\u610f\u4efb\u4f55\u4e0d\u5bfb\u5e38\u6216\u4ee4\u4eba\u62c5\u5fe7\u7684\u6761\u6b3e\u3002\u8fd9\u662f\u6211\u4eec\u7684\u6807\u51c6\u5408\u540c\u4ee5\u4f9b\u53c2\u8003\uff1a{{STANDARD_CONTRACT}}\u3002\u7ed9\u51fa\u8c03\u67e5\u7ed3\u679c\u6458\u8981\u548c\u7ed9\u6211\u4eec\u6cd5\u5f8b\u56e2\u961f\u7684\u5efa\u8bae\u3002\r\n<\/code><\/pre>\n<p><em>\u7ed3\u679c<\/em>\uff1a\u5206\u6790\u53ef\u80fd\u6742\u4e71\u65e0\u7ae0\uff0c\u5bb9\u6613\u9057\u6f0f\u5173\u952e\u70b9\u3002<\/p>\n<p><strong>\u4f7f\u7528 XML \u6807\u7b7e\u7684\u63d0\u793a<\/strong>\uff1a<\/p>\n<pre><code>\u5206\u6790\u8fd9\u4efd\u8f6f\u4ef6\u8bb8\u53ef\u534f\u8bae\u7684\u6cd5\u5f8b\u98ce\u9669\u548c\u8d23\u4efb\u3002\r\n\u6211\u4eec\u662f\u4e00\u5bb6\u8de8\u56fd\u4f01\u4e1a\uff0c\u6b63\u5728\u8003\u8651\u5c06\u6b64\u534f\u8bae\u7528\u4e8e\u6211\u4eec\u7684\u6838\u5fc3\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u3002\r\n&lt;agreement&gt;\r\n{{CONTRACT}}\r\n&lt;\/agreement&gt;\r\n\u8fd9\u662f\u6211\u4eec\u7684\u6807\u51c6\u5408\u540c\u4ee5\u4f9b\u53c2\u8003\uff1a\r\n&lt;standard_contract&gt;\r\n{{STANDARD_CONTRACT}}\r\n&lt;\/standard_contract&gt;\r\n&lt;instructions&gt;\r\n1. \u5206\u6790\u4ee5\u4e0b\u6761\u6b3e\uff1a\r\n- \u8d54\u507f (Indemnification)\r\n- \u8d23\u4efb\u9650\u5236 (Limitation of liability)\r\n- \u77e5\u8bc6\u4ea7\u6743\u6240\u6709\u6743 (IP ownership)\r\n2. \u6307\u51fa\u4e0d\u5bfb\u5e38\u6216\u4ee4\u4eba\u62c5\u5fe7\u7684\u6761\u6b3e\u3002\r\n3. \u4e0e\u6211\u4eec\u7684\u6807\u51c6\u5408\u540c\u8fdb\u884c\u6bd4\u8f83\u3002\r\n4. \u5728 &lt;findings&gt; \u6807\u7b7e\u4e2d\u603b\u7ed3\u53d1\u73b0\u3002\r\n5. \u5728 &lt;recommendations&gt; \u6807\u7b7e\u4e2d\u5217\u51fa\u53ef\u884c\u7684\u5efa\u8bae\u3002\r\n&lt;\/instructions&gt;\r\n<\/code><\/pre>\n<p><em>\u7ed3\u679c<\/em>\uff1a\u6a21\u578b\u4f1a\u8f93\u51fa\u7ed3\u6784\u6e05\u6670\u7684\u00a0<code>&lt;findings&gt;<\/code>\u00a0\u548c\u00a0<code>&lt;recommendations&gt;<\/code>\uff0c\u5185\u5bb9\u8be6\u5c3d\uff0c\u903b\u8f91\u4e25\u8c28\uff0c\u4fbf\u4e8e\u6cd5\u5f8b\u56e2\u961f\u76f4\u63a5\u91c7\u7eb3\u3002<\/p>\n<h4>\u901a\u8fc7\u7cfb\u7edf\u63d0\u793a\u8d4b\u4e88\u89d2\u8272 (Role Prompting)<\/h4>\n<p>\u4f7f\u7528\u00a0<code>system<\/code>\u00a0\u53c2\u6570\u4e3a\u00a0<code>Claude<\/code>\u00a0\u8bbe\u5b9a\u4e00\u4e2a\u89d2\u8272\uff0c\u662f\u63d0\u5347\u5176\u6027\u80fd\u6700\u5f3a\u5927\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002\u4e00\u4e2a\u6070\u5f53\u7684\u89d2\u8272\u80fd\u5c06\u00a0<code>Claude<\/code>\u00a0\u4ece\u901a\u7528\u52a9\u624b\u8f6c\u53d8\u4e3a\u865a\u62df\u7684\u9886\u57df\u4e13\u5bb6\u3002<\/p>\n<ul>\n<li><strong>\u4f7f\u7528\u7cfb\u7edf\u63d0\u793a\u8bbe\u5b9a\u89d2\u8272\u7684\u597d\u5904<\/strong>\uff1a\n<ul>\n<li><strong>\u589e\u5f3a\u51c6\u786e\u6027<\/strong>\uff1a\u5728\u6cd5\u5f8b\u5206\u6790\u6216\u8d22\u52a1\u5efa\u6a21\u7b49\u590d\u6742\u573a\u666f\u4e2d\uff0c\u89d2\u8272\u63d0\u793a\u80fd\u663e\u8457\u63d0\u5347\u00a0<code>Claude<\/code>\u00a0\u7684\u8868\u73b0\u3002<\/li>\n<li><strong>\u5b9a\u5236\u5316\u8bed\u6c14<\/strong>\uff1a\u65e0\u8bba\u662f\u9700\u8981 CFO \u7684\u8a00\u7b80\u610f\u8d45\uff0c\u8fd8\u662f\u6587\u6848\u7b56\u5212\u7684\u751f\u52a8\u6d3b\u6cfc\uff0c\u89d2\u8272\u63d0\u793a\u90fd\u80fd\u8c03\u6574\u00a0<code>Claude<\/code>\u00a0\u7684\u6c9f\u901a\u98ce\u683c\u3002<\/li>\n<li><strong>\u63d0\u5347\u4e13\u6ce8\u5ea6<\/strong>\uff1a\u8bbe\u5b9a\u89d2\u8272\u540e\uff0c<code>Claude<\/code>\u00a0\u4f1a\u66f4\u597d\u5730\u5c06\u81ea\u5df1\u9650\u5236\u5728\u4efb\u52a1\u7684\u5177\u4f53\u8981\u6c42\u8303\u56f4\u5185\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5982\u4f55\u5b9e\u73b0<\/strong>\uff1a<br \/>\n\u5728 Messages API \u8c03\u7528\u4e2d\uff0c\u5c06\u89d2\u8272\u63cf\u8ff0\u653e\u5165\u00a0<code>system<\/code>\u00a0\u53c2\u6570\u3002\u5c06\u5177\u4f53\u7684\u4efb\u52a1\u6307\u4ee4\u4fdd\u7559\u5728\u00a0<code>user<\/code>\u00a0\u6d88\u606f\u4e2d\u3002<\/p>\n<pre><code>import <a href=\"https:\/\/www.kdjingpai.com\/de\/claudeanquanfubai\/\">anthropic<\/a>\r\nclient = anthropic.Anthropic()\r\nresponse = client.messages.create(\r\nmodel=\"claude-3-opus-20240229\",\r\nmax_tokens=2048,\r\nsystem=\"\u4f60\u662f\u4e00\u5bb6\u9ad8\u589e\u957fB2B SaaS\u516c\u53f8\u7684CFO\u3002\u6211\u4eec\u7684\u6295\u8d44\u8005\u5e0c\u671b\u5b9e\u73b0\u79ef\u6781\u589e\u957f\uff0c\u4f46\u5bf9\u6211\u4eec\u7684\u70e7\u94b1\u7387\u4fdd\u6301\u8b66\u60d5\u3002\", # &lt;-- \u8d4b\u4e88\u89d2\u8272\r\nmessages=[\r\n{\"role\": \"user\", \"content\": \"\u5728\u8463\u4e8b\u4f1a\u8bae\u4e0a\uff0c\u8bf7\u5206\u6790\u6211\u4eecQ2\u7684\u8d22\u52a1\u6570\u636e\uff0c\u6307\u51fa\u5173\u952e\u8d8b\u52bf\uff0c\u6807\u8bb0\u5173\u6ce8\u70b9\uff0c\u5e76\u63a8\u8350\u6218\u7565\u884c\u52a8\uff1a\\n\\n{{FINANCIALS}}\"}\r\n]\r\n)\r\nprint(response.content)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p><strong>\u4e13\u5bb6\u6280\u5de7<\/strong>\uff1a\u5c1d\u8bd5\u4e0d\u540c\u7684\u89d2\u8272\uff01\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e\uff0c<code>\u6570\u636e\u79d1\u5b66\u5bb6<\/code>\u3001<code>\u5e02\u573a\u8425\u9500\u7b56\u7565\u5e08<\/code>\u00a0\u6216\u00a0<code>\u4e13\u4e3a\u8d22\u5bcc500\u5f3a\u516c\u53f8\u63d0\u4f9b\u5ba2\u6237\u6d1e\u5bdf\u5206\u6790\u7684\u6570\u636e\u79d1\u5b66\u5bb6<\/code>\u00a0\u53ef\u80fd\u4f1a\u5f97\u51fa\u622a\u7136\u4e0d\u540c\u7684\u6d1e\u89c1\u3002<\/p>\n<h4>\u5f15\u5bfc\u6a21\u578b\u601d\u8003 (\u601d\u7ef4\u94fe, Chain of Thought)<\/h4>\n<p>\u5f53\u9762\u5bf9\u7814\u7a76\u3001\u5206\u6790\u6216\u89e3\u51b3\u95ee\u9898\u7b49\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u7ed9\u4e88\u00a0<code>Claude<\/code>\u00a0\u601d\u8003\u7684\u7a7a\u95f4\u53ef\u4ee5\u6781\u5927\u5730\u6539\u5584\u5176\u8868\u73b0\u3002\u8fd9\u79cd\u6280\u672f\u88ab\u79f0\u4e3a\u601d\u7ef4\u94fe\uff08CoT\uff09\u63d0\u793a\uff0c\u5b83\u9f13\u52b1\u00a0<code>Claude<\/code>\u00a0\u5206\u6b65\u62c6\u89e3\u95ee\u9898\uff0c\u4ece\u800c\u4ea7\u51fa\u66f4\u51c6\u786e\u3001\u66f4\u7cbe\u7ec6\u7684\u8f93\u51fa\u3002<\/p>\n<ul>\n<li><strong>\u4f55\u65f6\u4f7f\u7528\u601d\u7ef4\u94fe\uff1f<\/strong>\n<ul>\n<li><strong>\u9700\u8981\u601d\u8003\u7684\u4efb\u52a1<\/strong>\uff1a\u7528\u4e8e\u5904\u7406\u90a3\u4e9b\u4eba\u7c7b\u4e5f\u9700\u8981\u601d\u8003\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u5982\u590d\u6742\u6570\u5b66\u8ba1\u7b97\u3001\u591a\u6b65\u9aa4\u5206\u6790\u3001\u64b0\u5199\u590d\u6742\u6587\u6863\u6216\u9700\u8981\u6743\u8861\u591a\u56e0\u7d20\u7684\u51b3\u7b56\u3002<\/li>\n<li><strong>\u63d0\u5347\u51c6\u786e\u6027<\/strong>\uff1a\u9010\u6b65\u89e3\u51b3\u95ee\u9898\u53ef\u4ee5\u51cf\u5c11\u5728\u903b\u8f91\u3001\u6570\u5b66\u548c\u5206\u6790\u4efb\u52a1\u4e2d\u7684\u9519\u8bef\u3002<\/li>\n<li><strong>\u8c03\u8bd5<\/strong>\uff1a\u89c2\u5bdf\u00a0<code>Claude<\/code>\u00a0\u7684\u601d\u8003\u8fc7\u7a0b\u6709\u52a9\u4e8e\u4f60\u53d1\u73b0\u63d0\u793a\u4e2d\u53ef\u80fd\u4e0d\u6e05\u6670\u7684\u5730\u65b9\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5982\u4f55\u5f15\u5bfc\u601d\u8003\uff1f<\/strong><br \/>\n\u4ece\u7b80\u5355\u5230\u590d\u6742\uff0c\u6709\u591a\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5f15\u5bfc\u00a0<code>Claude<\/code>\u00a0\u601d\u8003\u3002\u4e00\u4e2a\u6838\u5fc3\u6280\u5de7\u662f\uff1a<strong>\u59cb\u7ec8\u8ba9 Claude \u5c06\u5176\u601d\u8003\u8fc7\u7a0b\u8f93\u51fa\u51fa\u6765<\/strong>\uff0c\u5426\u5219\u601d\u8003\u5c31\u4e0d\u4f1a\u53d1\u751f\u3002<\/p>\n<ol>\n<li><strong>\u57fa\u7840\u63d0\u793a<\/strong>\uff1a\u5728\u63d0\u793a\u4e2d\u52a0\u5165\u201c\u8bf7\u4e00\u6b65\u6b65\u601d\u8003\u201d\u3002<\/li>\n<li><strong>\u5f15\u5bfc\u6027\u63d0\u793a<\/strong>\uff1a\u4e3a\u00a0<code>Claude<\/code>\u00a0\u7684\u601d\u8003\u8fc7\u7a0b\u52fe\u52d2\u51fa\u5177\u4f53\u6b65\u9aa4\u3002<\/li>\n<li><strong>\u7ed3\u6784\u5316\u63d0\u793a<\/strong>\uff1a\u4f7f\u7528\u00a0<code>&lt;thinking&gt;<\/code>\u00a0\u548c\u00a0<code>&lt;answer&gt;<\/code>\u00a0\u7b49XML\u6807\u7b7e\u5c06\u63a8\u7406\u8fc7\u7a0b\u4e0e\u6700\u7ec8\u7b54\u6848\u5206\u79bb\u5f00\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<p><strong>\u793a\u4f8b\uff1a\u8d22\u52a1\u5206\u6790<\/strong><\/p>\n<p><strong>\u672a\u4f7f\u7528\u601d\u7ef4\u94fe\u7684\u5206\u6790<\/strong>\uff1a<\/p>\n<ul>\n<li><code>\u7528\u6237<\/code>\uff1a\u4e00\u4e2a\u5ba2\u6237\u60f3\u6295\u8d441\u4e07\u7f8e\u5143\uff0cA\u9009\u9879\u662f\u5e74\u531612%\u4f46\u6ce2\u52a8\u7684\u80a1\u7968\uff0cB\u9009\u9879\u662f\u5e74\u53166%\u7684\u56fa\u5b9a\u6536\u76ca\u503a\u5238\u3002\u5ba2\u62375\u5e74\u540e\u9700\u8981\u8fd9\u7b14\u94b1\u4ed8\u9996\u4ed8\u3002\u63a8\u8350\u54ea\u4e2a\uff1f<\/li>\n<li><code>\u6a21\u578b<\/code>\uff1a\u63a8\u8350B\u3002\u7406\u7531\u662f\u786e\u5b9a\u6027\u9ad8\u3001\u98ce\u9669\u89c4\u907f\u3001\u65f6\u95f4\u5468\u671f\u77ed\u3002\u7ed3\u8bba\u770b\u4f3c\u5408\u7406\u4f46\u7f3a\u4e4f\u6df1\u5ea6\u3002<\/li>\n<\/ul>\n<p><strong>\u4f7f\u7528\u601d\u7ef4\u94fe\u7684\u5206\u6790<\/strong>\uff1a<\/p>\n<ul>\n<li><code>\u7528\u6237<\/code>\uff1a(\u540c\u4e0a)\uff0c\u4f46\u6700\u540e\u52a0\u4e0a\u201c\u8bf7\u4e00\u6b65\u6b65\u601d\u8003\u201d\u3002<\/li>\n<li><code>\u6a21\u578b<\/code>\uff1a\n<pre><code>&lt;thinking&gt;\r\n1. \u7406\u89e3\u5ba2\u6237\u76ee\u6807\u548c\u65f6\u95f4\u7ebf\uff1a\u76ee\u6807\u662f\u623f\u5c4b\u9996\u4ed8\uff0c\u65f6\u95f4\u7ebf5\u5e74\u3002\u7ed3\u8bba\uff1a\u8fd9\u662f\u4e00\u4e2a\u77ed\u671f\u7684\u3001\u9ad8\u4f18\u5148\u7ea7\u7684\u8d22\u52a1\u76ee\u6807\uff0c\u5ba2\u6237\u53ef\u80fd\u65e0\u6cd5\u627f\u53d7\u91cd\u5927\u98ce\u9669\u3002\r\n2. \u5206\u6790\u9009\u9879A\uff08\u80a1\u7968\uff09\uff1a\r\n- \u4f18\u70b9\uff1a\u5386\u53f2\u56de\u62a5\u7387\u9ad8\uff0812%\uff09\u3002\r\n- \u7f3a\u70b9\uff1a\u6ce2\u52a8\u6027\u5927\u3002\r\n- \u8ba1\u7b97\u6f5c\u5728\u76845\u5e74\u56de\u62a5\uff1a\r\n- \u6700\u4f73\u60c5\u51b5\uff08\u5e74\u531612%\uff09\uff1a$10,000 * (1.12)^5 \u2248 $17,623.42\r\n- \u6700\u5dee\u60c5\u51b5\uff08\u5e02\u573a\u5d29\u76d8\uff09\uff1a\u53ef\u80fd\u635f\u5931\u60e8\u91cd\uff0c\u4f8b\u598250%\u7684\u5d29\u76d8 = $5,000\r\n3. \u5206\u6790\u9009\u9879B\uff08\u503a\u5238\uff09\uff1a\r\n- \u4f18\u70b9\uff1a\u4fdd\u8bc1\u56de\u62a5\u7387\uff086%\uff09\u3002\r\n- \u7f3a\u70b9\uff1a\u56de\u62a5\u7387\u4f4e\u4e8e\u80a1\u7968\u7684\u5386\u53f2\u8868\u73b0\u3002\r\n- \u8ba1\u7b975\u5e74\u56de\u62a5\uff1a\r\n- \u4fdd\u8bc1\uff1a$10,000 * (1.06)^5 \u2248 $13,382.25\r\n4. \u8003\u8651\u98ce\u9669\u627f\u53d7\u80fd\u529b\uff1a\u76ee\u6807\u662f\u623f\u5c4b\u9996\u4ed8\uff08\u5fc5\u9700\u54c1\uff0c\u975e\u53ef\u6709\u53ef\u65e0\uff09\uff0c\u65f6\u95f4\u77ed\uff0c\u65e0\u6cd5\u627f\u53d7\u5e02\u573a\u4f4e\u8ff7\u3002\u7ed3\u8bba\uff1a\u5ba2\u6237\u98ce\u9669\u627f\u53d7\u80fd\u529b\u53ef\u80fd\u8f83\u4f4e\u3002\r\n...\r\n&lt;\/thinking&gt;\r\n&lt;answer&gt;\r\n\u6211\u63a8\u8350\u9009\u9879B\uff0c\u5373\u4fdd\u8bc1\u5e74\u56de\u62a5\u7387\u4e3a6%\u7684\u503a\u5238\u3002\u867d\u7136\u80a1\u7968\u7684\u5386\u53f2\u56de\u62a5\u7387\u5f88\u8bf1\u4eba\uff0c\u4f46\u503a\u5238\u80fd\u786e\u4fdd\u60a8\u57285\u5e74\u540e\u62e5\u6709$13,382.25\u7528\u4e8e\u623f\u5c4b\u9996\u4ed8\u3002\u8003\u8651\u5230\u60a8\u76ee\u6807\u7684\u91cd\u8981\u6027\u548c\u77ed\u6682\u7684\u65f6\u95f4\u7ebf\uff0c\u80a1\u7968\u7684\u6ce2\u52a8\u6027\u6784\u6210\u4e86\u4e0d\u53ef\u63a5\u53d7\u7684\u98ce\u9669\u3002\r\n&lt;\/answer&gt;\r\n<\/code><\/pre>\n<p>\u8fd9\u79cd\u5206\u6790\u63d0\u4f9b\u4e86\u91cf\u5316\u6570\u636e\u548c\u66f4\u4e25\u8c28\u7684\u903b\u8f91\uff0c\u7ed3\u8bba\u66f4\u6709\u8bf4\u670d\u529b\u3002<\/li>\n<\/ul>\n<h4>\u9884\u586b\u5145 Claude \u7684\u56de\u5e94 (Prefilling)<\/h4>\n<p>\u9884\u586b\u5145\u662f\u4e00\u4e2a\u72ec\u7279\u800c\u5f3a\u5927\u7684\u6280\u672f\uff0c\u5141\u8bb8\u4f60\u5728 API \u8c03\u7528\u7684\u00a0<code>assistant<\/code>\u00a0\u6d88\u606f\u4e2d\u63d0\u4f9b\u521d\u59cb\u6587\u672c\uff0c<code>Claude<\/code>\u00a0\u5c06\u4ece\u8be5\u6587\u672c\u672b\u5c3e\u7ee7\u7eed\u751f\u6210\u3002\u8fd9\u80fd\u8ba9\u4f60\u5f3a\u5236\u6267\u884c\u7279\u5b9a\u683c\u5f0f\uff08\u5982JSON\uff09\u3001\u8df3\u8fc7\u5197\u957f\u7684\u5f00\u573a\u767d\uff0c\u6216\u5728\u89d2\u8272\u626e\u6f14\u4e2d\u5f3a\u5316\u89d2\u8272\u4e00\u81f4\u6027\u3002<\/p>\n<p><strong>\u6ce8\u610f<\/strong>\uff1a\u9884\u586b\u5145\u5185\u5bb9\u4e0d\u80fd\u4ee5\u5c3e\u968f\u7a7a\u683c\u7ed3\u675f\u3002\u6b64\u529f\u80fd\u76ee\u524d\u5728\u6269\u5c55\u601d\u7ef4\u6a21\u5f0f\u4e0b\u4e0d\u53d7\u652f\u6301\u3002<\/p>\n<ul>\n<li><strong>\u5982\u4f55\u9884\u586b\u5145<\/strong>\uff1a\n<pre><code>import anthropic\r\nclient = anthropic.Anthropic()\r\nresponse = client.messages.create(\r\nmodel=\"claude-3-opus-20240229\",\r\nmax_tokens=1024,\r\nmessages=[\r\n{\"role\": \"user\", \"content\": \"\u4f60\u6700\u559c\u6b22\u7684\u989c\u8272\u662f\u4ec0\u4e48\uff1f\"},\r\n{\"role\": \"assistant\", \"content\": \"\u4f5c\u4e3a\u4e00\u4e2aAI\u52a9\u624b\uff0c\u6211\u6ca1\u6709\u6700\u559c\u6b22\u7684\u989c\u8272\uff0c\u4f46\u5982\u679c\u6211\u5fc5\u987b\u9009\u4e00\u4e2a\uff0c\u90a3\u4f1a\u662f\u7eff\u8272\uff0c\u56e0\u4e3a\"}  # \u5728\u6b64\u9884\u586b\u5145\r\n]\r\n)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p><strong>\u793a\u4f8b\uff1a\u63a7\u5236\u8f93\u51fa\u683c\u5f0f\u5e76\u8df3\u8fc7\u524d\u8a00<\/strong><\/p>\n<p><strong>\u672a\u4f7f\u7528\u9884\u586b\u5145<\/strong>\uff1a\u5f53\u8981\u6c42\u63d0\u53d6JSON\u65f6\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u5148\u8bf4\u201c\u8fd9\u662f\u60a8\u8981\u7684JSON\u683c\u5f0f\u7684\u4fe1\u606f\uff1a\u201d\uff0c\u7136\u540e\u624d\u7ed9\u51fa\u4ee3\u7801\u5757\u3002<\/p>\n<p><strong>\u4f7f\u7528\u9884\u586b\u5145<\/strong>\uff1a<\/p>\n<ul>\n<li><code>\u7528\u6237<\/code>\uff1a\u4ece\u4ea7\u54c1\u63cf\u8ff0\u4e2d\u63d0\u53d6\u540d\u79f0\u3001\u5c3a\u5bf8\u3001\u4ef7\u683c\u548c\u989c\u8272\u4f5c\u4e3aJSON\u5bf9\u8c61&#8230;<\/li>\n<li><code>\u52a9\u624b (\u9884\u586b\u5145)<\/code>\uff1a<code>{<\/code><\/li>\n<li><code>Claude \u7684\u56de\u5e94<\/code>\uff1a\n<pre><code>  \"name\": \"SmartHome Mini\",\r\n\"size\": \"5 inches wide\",\r\n\"price\": \"$49.99\",\r\n\"colors\": [\"black\", \"white\"]\r\n}\r\n<\/code><\/pre>\n<p>\u8fd9\u4f1a\u5f3a\u5236\u00a0<code>Claude<\/code>\u00a0\u76f4\u63a5\u8f93\u51faJSON\u5185\u5bb9\uff0c\u5e72\u51c0\u5229\u843d\uff0c\u4fbf\u4e8e\u7a0b\u5e8f\u89e3\u6790\u3002<\/li>\n<\/ul>\n<h3>\u7279\u5b9a\u573a\u666f\u7684\u6307\u5bfc<\/h3>\n<ul>\n<li><strong>\u63a7\u5236\u54cd\u5e94\u683c\u5f0f<\/strong>\uff1a\n<ol>\n<li><strong>\u6b63\u9762\u6307\u4ee4\u4f18\u4e8e\u8d1f\u9762\u6307\u4ee4<\/strong>\uff1a\u4e0e\u5176\u8bf4\u201c\u4e0d\u8981\u5728\u4f60\u7684\u56de\u5e94\u4e2d\u4f7f\u7528 markdown\u201d\uff0c\u4e0d\u5982\u8bf4\u201c\u4f60\u7684\u56de\u5e94\u5e94\u8be5\u7531\u6d41\u7545\u7684\u6563\u6587\u6bb5\u843d\u7ec4\u6210\u201d\u3002<\/li>\n<li><strong>\u4f7f\u7528 XML \u683c\u5f0f\u6307\u793a\u5668<\/strong>\uff1a\u5c1d\u8bd5\uff1a\u201c\u8bf7\u5c06\u4f60\u56de\u5e94\u4e2d\u7684\u6563\u6587\u90e8\u5206\u5199\u5728\u00a0<code>&lt;smoothly_flowing_prose_paragraphs&gt;<\/code>\u00a0\u6807\u7b7e\u91cc\u3002\u201d<\/li>\n<li><strong>\u63d0\u793a\u98ce\u683c\u4e0e\u671f\u671b\u8f93\u51fa\u5339\u914d<\/strong>\uff1a\u4f60\u63d0\u793a\u4e2d\u4f7f\u7528\u7684\u683c\u5f0f\u98ce\u683c\u53ef\u80fd\u4f1a\u5f71\u54cd\u00a0<code>Claude<\/code>\u00a0\u7684\u56de\u5e94\u98ce\u683c\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u4f18\u5316\u5e76\u884c\u5de5\u5177\u8c03\u7528<\/strong>\uff1a<code>Claude 4<\/code>\u00a0\u6a21\u578b\u64c5\u957f\u5e76\u884c\u6267\u884c\u5de5\u5177\u3002\u867d\u7136\u5b83\u4eec\u5728\u6ca1\u6709\u63d0\u793a\u7684\u60c5\u51b5\u4e0b\u5e76\u884c\u5de5\u5177\u8c03\u7528\u7684\u6210\u529f\u7387\u5f88\u9ad8\uff0c\u4f46\u4e00\u4e9b\u8f7b\u5fae\u7684\u63d0\u793a\u53ef\u4ee5\u628a\u6210\u529f\u7387\u63d0\u5347\u5230\u63a5\u8fd1100%\u3002\u8fd9\u4e2a\u63d0\u793a\u88ab\u8bc1\u660e\u6700\u6709\u6548\uff1a\u201c\u4e3a\u8fbe\u6700\u9ad8\u6548\u7387\uff0c\u6bcf\u5f53\u9700\u8981\u6267\u884c\u591a\u4e2a\u72ec\u7acb\u64cd\u4f5c\u65f6\uff0c\u5e94\u540c\u65f6\u8c03\u7528\u6240\u6709\u76f8\u5173\u5de5\u5177\uff0c\u800c\u975e\u987a\u5e8f\u8c03\u7528\u3002\u201d<\/li>\n<li><strong>\u51cf\u5c11\u5728\u4ee3\u7801\u751f\u6210\u4e2d\u521b\u5efa\u6587\u4ef6<\/strong>\uff1a<code>Claude 4<\/code>\u00a0\u6a21\u578b\u6709\u65f6\u4f1a\u521b\u5efa\u65b0\u6587\u4ef6\u7528\u4e8e\u6d4b\u8bd5\u548c\u8fed\u4ee3\u3002\u5982\u679c\u4f60\u5e0c\u671b\u5c3d\u91cf\u51cf\u5c11\u65b0\u6587\u4ef6\u7684\u521b\u5efa\uff0c\u53ef\u4ee5\u6307\u793a\u00a0<code>Claude<\/code>\u00a0\u81ea\u884c\u6e05\u7406\uff1a\u201c\u5982\u679c\u4f60\u4e3a\u8fed\u4ee3\u521b\u5efa\u4e86\u4efb\u4f55\u4e34\u65f6\u7684\u65b0\u6587\u4ef6\u3001\u811a\u672c\u6216\u8f85\u52a9\u6587\u4ef6\uff0c\u8bf7\u5728\u4efb\u52a1\u7ed3\u675f\u65f6\u5220\u9664\u8fd9\u4e9b\u6587\u4ef6\u6765\u6e05\u7406\u3002\u201d<\/li>\n<li><strong>\u589e\u5f3a\u89c6\u89c9\u548c\u524d\u7aef\u4ee3\u7801\u751f\u6210<\/strong>\uff1a\u5bf9\u4e8e\u524d\u7aef\u4ee3\u7801\u751f\u6210\uff0c\u53ef\u4ee5\u901a\u8fc7\u660e\u786e\u7684\u9f13\u52b1\u6765\u5f15\u5bfc\u00a0<code>Claude 4<\/code>\u00a0\u6a21\u578b\u521b\u5efa\u590d\u6742\u3001\u8be6\u7ec6\u548c\u4ea4\u4e92\u5f0f\u7684\u8bbe\u8ba1\uff1a\u201c\u522b\u62d8\u675f\uff0c\u5168\u529b\u4ee5\u8d74\u3002\u201d<\/li>\n<\/ul>\n<h3>\u81ea\u52a8\u751f\u6210\u4e0e\u7ba1\u7406\u63d0\u793a<\/h3>\n<h4>\u4f7f\u7528\u63d0\u793a\u751f\u6210\u5668<\/h4>\n<p>\u6709\u65f6\uff0c\u4f7f\u7528 AI \u6a21\u578b\u6700\u96be\u7684\u90e8\u5206\u662f\u60f3\u51fa\u5982\u4f55\u6709\u6548\u5730\u63d0\u793a\u5b83\u3002<code>Anthropic<\/code>\u00a0\u63d0\u4f9b\u4e86\u4e00\u4e2a\u63d0\u793a\u751f\u6210\u5de5\u5177\uff0c\u53ef\u4ee5\u5f15\u5bfc\u00a0<code>Claude<\/code>\u00a0\u751f\u6210\u9488\u5bf9\u4f60\u7279\u5b9a\u4efb\u52a1\u7684\u9ad8\u8d28\u91cf\u63d0\u793a\u6a21\u677f\u3002\u8fd9\u4e9b\u6a21\u677f\u9075\u5faa\u4e86\u8bb8\u591a\u63d0\u793a\u5de5\u7a0b\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5bf9\u4e8e\u89e3\u51b3\u201c\u7a7a\u767d\u9875\u95ee\u9898\u201d\u7279\u522b\u6709\u7528\u3002\u4f60\u53ef\u4ee5\u5728\u00a0<code>Anthropic Console<\/code>\u00a0\u4e2d\u76f4\u63a5\u5c1d\u8bd5\u63d0\u793a\u751f\u6210\u5668\u3002<\/p>\n<h4>\u4f7f\u7528\u63d0\u793a\u6a21\u677f\u548c\u53d8\u91cf<\/h4>\n<p>\u5728\u90e8\u7f72\u57fa\u4e8e LLM \u7684\u5e94\u7528\u65f6\uff0cAPI \u8c03\u7528\u901a\u5e38\u5305\u542b\u4e24\u7c7b\u5185\u5bb9\uff1a<\/p>\n<ul>\n<li><strong>\u56fa\u5b9a\u5185\u5bb9<\/strong>\uff1a\u5728\u591a\u6b21\u4ea4\u4e92\u4e2d\u4fdd\u6301\u4e0d\u53d8\u7684\u9759\u6001\u6307\u4ee4\u6216\u4e0a\u4e0b\u6587\u3002<\/li>\n<li><strong>\u53ef\u53d8\u5185\u5bb9<\/strong>\uff1a\u6bcf\u6b21\u8bf7\u6c42\u6216\u5bf9\u8bdd\u90fd\u4f1a\u53d8\u5316\u7684\u52a8\u6001\u5143\u7d20\uff0c\u5982\u7528\u6237\u8f93\u5165\u3001RAG\u68c0\u7d22\u7684\u5185\u5bb9\u3001\u5bf9\u8bdd\u5386\u53f2\u7b49\u3002<\/li>\n<\/ul>\n<p><strong>\u63d0\u793a\u6a21\u677f<\/strong>\u00a0\u5c06\u8fd9\u4e9b\u56fa\u5b9a\u548c\u53ef\u53d8\u90e8\u5206\u7ed3\u5408\u8d77\u6765\uff0c\u4e3a\u52a8\u6001\u5185\u5bb9\u4f7f\u7528\u5360\u4f4d\u7b26\u3002\u5728\u00a0<code>Anthropic Console<\/code>\u00a0\u4e2d\uff0c\u8fd9\u4e9b\u5360\u4f4d\u7b26\u7528\u00a0<strong><code>{{\u53cc\u82b1\u62ec\u53f7}}<\/code><\/strong>\u00a0\u8868\u793a\u3002<\/p>\n<p>\u4f7f\u7528\u63d0\u793a\u6a21\u677f\u7684\u597d\u5904\uff1a<\/p>\n<ul>\n<li><strong>\u4e00\u81f4\u6027<\/strong>\uff1a\u786e\u4fdd\u63d0\u793a\u5728\u591a\u6b21\u4ea4\u4e92\u4e2d\u7ed3\u6784\u4e00\u81f4\u3002<\/li>\n<li><strong>\u6548\u7387<\/strong>\uff1a\u8f7b\u677e\u66ff\u6362\u53ef\u53d8\u5185\u5bb9\uff0c\u65e0\u9700\u91cd\u5199\u6574\u4e2a\u63d0\u793a\u3002<\/li>\n<li><strong>\u53ef\u6d4b\u8bd5\u6027<\/strong>\uff1a\u901a\u8fc7\u4ec5\u66f4\u6539\u53ef\u53d8\u90e8\u5206\uff0c\u5feb\u901f\u6d4b\u8bd5\u4e0d\u540c\u7684\u8f93\u5165\u548c\u8fb9\u7f18\u6848\u4f8b\u3002<\/li>\n<li><strong>\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u968f\u7740\u5e94\u7528\u590d\u6742\u6027\u7684\u589e\u957f\uff0c\u7b80\u5316\u63d0\u793a\u7ba1\u7406\u3002<\/li>\n<li><strong>\u7248\u672c\u63a7\u5236<\/strong>\uff1a\u901a\u8fc7\u5c06\u63d0\u793a\u7684\u6838\u5fc3\u90e8\u5206\u4e0e\u52a8\u6001\u8f93\u5165\u5206\u5f00\uff0c\u8f7b\u677e\u8ddf\u8e2a\u63d0\u793a\u7ed3\u6784\u7684\u66f4\u6539\u3002<\/li>\n<\/ul>\n<h3>\u4ece Sonnet 3.7 \u8fc1\u79fb\u5230 Claude 4 \u7684\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ol>\n<li><strong>\u5177\u4f53\u8bf4\u660e\u671f\u671b\u7684\u884c\u4e3a<\/strong>\uff1a\u8003\u8651\u51c6\u786e\u63cf\u8ff0\u4f60\u5e0c\u671b\u5728\u8f93\u51fa\u4e2d\u770b\u5230\u7684\u5185\u5bb9\u3002<\/li>\n<li><strong>\u7528\u4fee\u9970\u8bed\u6784\u5efa\u4f60\u7684\u6307\u4ee4<\/strong>\uff1a\u6dfb\u52a0\u9f13\u52b1\u00a0<code>Claude<\/code>\u00a0\u63d0\u9ad8\u8f93\u51fa\u8d28\u91cf\u548c\u7ec6\u8282\u7684\u4fee\u9970\u8bed\uff0c\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u5851\u9020\u00a0<code>Claude<\/code>\u00a0\u7684\u8868\u73b0\u3002<\/li>\n<li><strong>\u660e\u786e\u8981\u6c42\u7279\u5b9a\u529f\u80fd<\/strong>\uff1a\u5982\u679c\u9700\u8981\u52a8\u753b\u548c\u4ea4\u4e92\u5143\u7d20\uff0c\u5e94\u660e\u786e\u63d0\u51fa\u8981\u6c42\u3002<\/li>\n<\/ol>\n<h3>\u540e\u7eed\u6b65\u9aa4\u4e0e\u5b66\u4e60\u8d44\u6e90<\/h3>\n<p>\u5bf9\u4e8e\u5e0c\u671b\u901a\u8fc7\u5b9e\u4f8b\u6df1\u5165\u5b66\u4e60\u7684\u5f00\u53d1\u8005\uff0c\u53ef\u4ee5\u63a2\u7d22\u4ee5\u4e0b\u8d44\u6e90\uff1a<\/p>\n<ul>\n<li><strong>GitHub \u63d0\u793a\u5de5\u7a0b\u6559\u7a0b<\/strong>\uff1a\u4e00\u4e2a\u5305\u542b\u4e30\u5bcc\u793a\u4f8b\u7684\u6559\u7a0b\uff0c\u6db5\u76d6\u4e86\u6587\u6863\u4e2d\u7684\u63d0\u793a\u5de5\u7a0b\u6982\u5ff5\u3002<\/li>\n<li><strong>Google Sheets \u63d0\u793a\u5de5\u7a0b\u6559\u7a0b<\/strong>\uff1a\u4e00\u4e2a\u901a\u8fc7\u4ea4\u4e92\u5f0f\u7535\u5b50\u8868\u683c\u5448\u73b0\u7684\u8f7b\u91cf\u7ea7\u7248\u672c\u7684\u63d0\u793a\u5de5\u7a0b\u6559\u7a0b\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u7cfb\u7edf\u5730\u5b66\u4e60\u548c\u5e94\u7528\u672c\u6307\u5357\u4e2d\u7684\u6280\u672f\uff0c\u4f60\u5c06\u80fd\u591f\u66f4\u7cbe\u786e\u3001\u66f4\u9ad8\u6548\u5730\u9a7e\u9a6d\u00a0<code>Claude<\/code>\u00a0\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u6784\u5efa\u51fa\u66f4\u52a0\u667a\u80fd\u548c\u53ef\u9760\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u662f\u4e00\u95e8\u901a\u8fc7\u4f18\u5316\u8f93\u5165\u6587\u672c\uff08\u5373\u201c\u63d0\u793a\u201d\uff09\u6765\u63d0\u5347\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8f93\u51fa\u8d28\u91cf\u4e0e\u63a7\u5236\u6027\u7684\u6838\u5fc3\u6280\u672f\u3002\u8fd9\u4efd\u7efc\u5408\u6307\u5357\u5c06\u7cfb\u7edf\u6027\u5730\u4ecb\u7ecd\u4e0e\u00a0Claude\u00a0\u7cfb\u5217\u6a21\u578b\u4ea4\u4e92\u7684\u5404\u9879\u6700\u4f73\u5b9e\u8df5\uff0c\u8986\u76d6\u4ece\u57fa\u7840\u51c6\u5907\u5230\u9ad8\u7ea7\u5e94\u7528\u7684\u5168&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-35222","post","type-post","status-publish","format-standard","hentry","category-prompts"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/35222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=35222"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/35222\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=35222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=35222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=35222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}