{"id":1939,"date":"2024-06-03T13:37:54","date_gmt":"2024-06-03T13:37:54","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1939"},"modified":"2024-06-03T13:43:09","modified_gmt":"2024-06-03T13:43:09","slug":"taijiaojijiaochengwanzizhangwenshoubashoujiaoniyongcozedazaoqiyejizhishian","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/taijiaojijiaochengwanzizhangwenshoubashoujiaoniyongcozedazaoqiyejizhishian.html","title":{"rendered":"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93"},"content":{"rendered":"<blockquote>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u5927\u5723\uff0c\u4e00\u4e2a\u81f4\u529b\u4e8e\u4f7f\u7528AI\u5de5\u5177\u548c\u6280\u672f\u5c06\u81ea\u5df1\u6253\u9020\u4e3a\u8d85\u7ea7\u4e2a\u4f53\u7684\u7a0b\u5e8f\u5458<\/p>\n<p>\u76ee\u524d\u6c89\u6d78\u4e8eAI Agent\u6280\u672f\u65e0\u6cd5\u81ea\u62d4\uff0c\u6b22\u8fce\u4e00\u8d77\u8ba8\u8bba\u73a9\u800d\uff01<\/p>\n<p><strong>\u6211\u5df2\u7ecf\u5728\u89c6\u9891\u53f7\u8fdb\u884c\u4e862\u4e2a\u5c0f\u65f6\u7684\u76f4\u64ad\u5206\u4eab\uff0c\u5982\u679c\u6709\u9700\u8981\uff0c\u6b22\u8fce\u8054\u7cfb\u6211\u83b7\u53d6\u76f4\u64ad\u56de\u653e<\/strong><\/p>\n<p><strong>\u6587\u7ae0\u9996\u53d1\u4e8e\u6398\u91d1\uff1a\u672a\u7ecf\u4f5c\u8005\uff08\u5fae\u4fe1ID\uff1anmbbAI666\uff09\u5141\u8bb8\uff0c\u7981\u6b62\u8f6c\u8f7d<\/strong><\/p>\n<\/blockquote>\n<p>\u9996\u5148\u8bf4\u4e2a\u597d\u6d88\u606f\uff01\u4e0a\u4e00\u7bc7\u5173\u4e8e<a href=\"https:\/\/link.juejin.cn?target=url\" target=\"_blank\" title=\"url\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u514d\u8d39\u767d\u5ad6GPT4.0\u7684\u6559\u7a0b<\/a>\u7206\u4e86\uff01<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/7a755183f41bfea9054c0cc076e0d689.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u597d\u591a\u5c0f\u4f19\u4f34\u540e\u53f0\u79c1\u4fe1\u6211Coze\u662f\u4e2a\u5565\u73a9\u610f\u3002<\/p>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u6398\u91d1\u4e0a\u5df2\u7ecf\u6709\u5f88\u591a\u5173\u4e8eCoze\u7684\u6559\u7a0b\u4e86\uff0c\u4f46\u662f\u6211\u611f\u89c9\u8fd8\u662f\u4e0d\u591f\u5c0f\u767d\u3002<\/p>\n<p>\u4e8e\u662f\u6211\u809d\u4e864\u5929\uff0c\u7ec8\u4e8e\u4ea7\u51fa\u4e86\u8fd9\u7bc7\u80ce\u6559\u7ea7\u522b\u7684\u6559\u7a0b\uff0c\u8bdd\u4e0d\u591a\u8bf4\uff0c\u6211\u4eec\u76f4\u63a5\u5f00\u59cb\uff01<\/p>\n<blockquote>\n<\/blockquote>\n<h1 data-id=\"heading-0\">\u4e00\u3001AI Agent \u6307\u5357<\/h1>\n<p>\u8bb2\u5230Coze\u8fd9\u6b3e\u4ea7\u54c1\uff0c\u5fc5\u987b\u8981\u5148\u4e86\u89e3\u5176\u80cc\u540e\u7684\u6280\u672fAI Agent\uff01<\/p>\n<p>\u8fd9\u4e00\u5c0f\u8282\u6211\u671f\u671b\u901a\u8fc7\u51e0\u4e2a\u5c0f\u4f8b\u5b50\u53ef\u4ee5\u8ba9\u4f60\u5feb\u901f\u4e86\u89e3AI Agent\u7684\u7ec4\u6210\u548c\u6982\u5ff5<\/p>\n<h2 data-id=\"heading-1\">1.1 \u4ec0\u4e48\u662f Agent<\/h2>\n<p>Agent\uff0c\u6211\u4eec\u4e00\u822c\u5c06\u5176\u7ffb\u8bd1\u4e3a<strong>\u4ee3\u7406\u4eba<\/strong>\u3001<strong>\u4ee3\u7406\u5546<\/strong>\u7b49\u3002<\/p>\n<p>\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0cAgent \u901a\u5e38\u88ab\u5b9a\u4e49\u4e3a\u4e00\u79cd\u5177\u6709\u611f\u77e5\u80fd\u529b\u7684\u5b9e\u4f53\uff0c\u5b83\u80fd\u591f\u901a\u8fc7\u5bf9\u5176\u6240\u5904\u73af\u5883\u7684\u89c2\u5bdf\u6765\u505a\u51fa\u76f8\u5e94\u7684\u51b3\u7b56\u548c\u53cd\u5e94\u3002\u8fd9\u79cd Agent \u65e2\u53ef\u4ee5\u662f\u8f6f\u4ef6\u5f62\u5f0f\u7684\u7a0b\u5e8f\uff0c\u4f8b\u5982\u5bf9\u8bdd\u673a\u5668\u4eba\uff0c\u4e5f\u53ef\u4ee5\u5177\u5907\u7269\u7406\u5f62\u6001\uff0c\u6bd4\u5982\u626b\u5730\u673a\u5668\u4eba<\/p>\n<h2 data-id=\"heading-2\">1.2 \u4ec0\u4e48\u662f AI Agent<\/h2>\n<p>\u5728\u4e86\u89e3 AI Agent \u4e4b\u524d\uff0c\u6211\u4eec\u5148\u8003\u8651\u4e00\u4e2a\u573a\u666f\uff1a\u6211\u4eec\u8981\u5199\u4e00\u672c 20 \u4e07\u5b57\u7684\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u6700\u65b0\u6280\u672f\u7684\u4e66<\/p>\n<p>\u5728\u6ca1\u6709\u5927\u6a21\u578b\u4e4b\u524d\uff0c\u6211\u4eec\u4e00\u822c\u4f1a\u6309\u7167\u5982\u4e0b\u6d41\u7a0b<\/p>\n<blockquote>\n<ul>\n<li>\u7b2c\u4e00\u6b65\uff1a\u5148\u4f7f\u7528\u641c\u7d22\u5f15\u64ce\u641c\u7d22\u4e00\u4e9b\u76f8\u5173\u4e66\u7c4d\u548c\u4fe1\u606f\u8fdb\u884c\u9605\u8bfb\uff0c\u4e3a\u6211\u4eec\u6253\u5f00\u601d\u8def<\/li>\n<li>\u7b2c\u4e8c\u6b65\uff1a\u5f62\u6210\u672c\u4e66\u7684\u5927\u7eb2\uff0c\u5e76\u4e14\u8003\u8651\u6e05\u695a\u6bcf\u4e00\u7ae0\u8282\u8981\u7f16\u5199\u7684\u5185\u5bb9<\/li>\n<li>\u7b2c\u4e09\u6b65\uff1a\u9488\u5bf9\u6bcf\u4e00\u4e2a\u7ae0\u8282\u8fdb\u884c\u5185\u5bb9\u7684\u7f16\u5199\uff0c\u5728\u7f16\u5199\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u4f1a\u8c03\u6574\u6587\u7ae0\u7684\u5927\u7eb2<\/li>\n<li>\u7b2c\u56db\u6b65\uff1a\u5728\u7f16\u5199\u540e\u9762\u7ae0\u8282\u7684\u65f6\u5019\u53ef\u80fd\u4f1a\u5fd8\u8bb0\u524d\u9762\u5199\u7684\u5185\u5bb9\uff0c\u9700\u8981\u53bb\u7ffb\u9605\u524d\u9762\u5df2\u7ecf\u5199\u7684\u5185\u5bb9<\/li>\n<li>\u7b2c\u4e94\u6b65\uff1a\u6587\u7ae0\u521d\u6b65\u5b8c\u6210\u4e4b\u540e\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u627e\u76f8\u5173\u4e13\u4e1a\u4eba\u58eb\u5e2e\u5fd9\u4fee\u6539<\/li>\n<li>\u6700\u540e\uff1a\u7ecf\u8fc7\u51e0\u756a\u8c03\u6574\u4e4b\u540e\uff0c\u4e66\u7c4d\u6700\u7ec8\u6210\u578b<\/li>\n<\/ul>\n<\/blockquote>\n<p>\u5728\u5927\u6a21\u578b\u51fa\u73b0\u4e4b\u540e\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u8fd9\u6837\u4f7f\u7528\uff1a<\/p>\n<blockquote>\n<p>\u8bf7\u4f60\u5e2e\u5fd9\u751f\u6210\u4e00\u7bc7 20 \u4e07\u5b57\u7684\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u6700\u65b0\u6280\u672f\u7684<\/p>\n<\/blockquote>\n<p>\u8fd9\u4e2a\u65f6\u5019\u6211\u4eec\u4f1a\u53d1\u73b0 AI \u5199\u51fa\u6765\u7684\u4e66\u6839\u672c\u5c31\u65e0\u6cd5\u9605\u8bfb\uff0c\u662f\u5927\u6a21\u578b\u7684\u80fd\u529b\u4e0d\u884c\u4e48\uff1f\u4e0d\u4ec5\u4ec5\u56e0\u4e3a\u8fd9\u4e2a\uff0c\u76f8\u6bd4\u4e8e\u7b2c\u4e00\u79cd\u5199\u4e66\u7684\u65b9\u5f0f\uff0c\u7b2c\u4e8c\u79cd\u65b9\u5f0f\u660e\u663e\u7f3a\u5c11\u4e86\u51e0\u4e2a\u73af\u8282<\/p>\n<ul>\n<li>\u6ca1\u6709\u529e\u6cd5\u4f7f\u7528 Google \u83b7\u53d6\u6700\u65b0\u7684\u5916\u90e8\u4fe1\u606f\uff08\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u662f\u6709\u65e5\u671f\u9650\u5236\u7684\uff09<\/li>\n<li>\u6ca1\u6709\u5bf9\u6574\u4e2a\u4e8b\u60c5\u8fdb\u884c\u89c4\u5212\uff08\u6bd4\u5982\u5148\u5199\u5927\u7eb2\uff0c\u518d\u7f16\u5199\u6bcf\u4e2a\u7ae0\u8282\uff0c\u7136\u540e\u548c\u522b\u4eba\u8ba8\u8bba\uff0c\u6700\u540e\u6210\u6587\uff09<\/li>\n<li>\u5927\u6a21\u578b\u6ca1\u6709\u8bb0\u5fc6\u7684\u80fd\u529b\uff0c\u7531\u4e8e\u4e0a\u4e0b\u6587\uff08\u8111\u5bb9\u91cf\uff09\u7684\u9650\u5236\uff0c\u65e0\u6cd5\u4e00\u6b21\u6027\u5b8c\u6210 20 \u4e07\u5b57\u7684\u6587\u7ae0\uff0c\u4f1a\u9020\u6210\u524d\u8a00\u4e0d\u642d\u540e\u8bed\u7684\u73b0\u8c61<\/li>\n<\/ul>\n<p>\u800c AI Agent \u5c31\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n<p><strong>AI Agent \u662f\u5e94\u7528\u4e86\u5927\u6a21\u578b\uff08LLM\uff09\u80fd\u529b\u7684 Agent<\/strong>\u3002<\/p>\n<p>\u4ee5 GPT \u4e3a\u4ee3\u8868\u7684\u5927\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u5c06 Agent \u7684\u80fd\u529b\u63d0\u9ad8\u5230\u4e86\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\u3002AI Agent \u53c8\u88ab\u79f0\u4e3a\u667a\u80fd\u4f53\u3002<\/p>\n<p>OpenAI \u7684 Lilian Weng \u5c06\u4ee5 LLM \u4e3a\u9a71\u52a8\u7684 AI Agent\uff0c\u5f62\u5f0f\u5316\u4e3a\u5982\u4e0b\u7684\u516c\u5f0f\uff1a<\/p>\n<blockquote>\n<p><strong>AI Agent = LLM\uff08\u5927\u6a21\u578b\uff09 + Planning\uff08\u89c4\u5212\uff09 + Memory\uff08\u8bb0\u5fc6\uff09 + Tools\uff08\u5de5\u5177\uff09<\/strong><\/p>\n<\/blockquote>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/3ca651cc802fd0e1cba4efb76b9c9095.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff1aAI Agent \u7531\u5982\u4e0b\u51e0\u90e8\u5206\u7ec4\u6210\uff0c\u6211\u7528\u4e00\u4e2a\u7ba1\u7406\u82b1\u56ed\u7684\u56ed\u4e01\u7684\u4f8b\u5b50\u6765\u8bf4\u660e\u6bcf\u4e2a\u6a21\u5757\u7684\u4f5c\u7528<\/p>\n<blockquote>\n<ol>\n<li><strong>LLM\uff08\u5927\u6a21\u578b\uff09<\/strong>\uff1a\u5c31\u50cf\u56ed\u4e01\u7684\u667a\u6167\u548c\u77e5\u8bc6\u5e93\uff0c\u5b83\u9605\u8bfb\u4e86\u6d77\u91cf\u7684\u56ed\u827a\u4e66\u7c4d\u548c\u8d44\u6599\uff0c\u4e0d\u4ec5\u77e5\u9053\u5404\u79cd\u690d\u7269\u7684\u540d\u5b57\uff0c\u8fd8\u61c2\u5f97\u5982\u4f55\u7167\u987e\u5b83\u4eec\u3002\u5728 AI Agent \u4e2d\uff0cLLM \u63d0\u4f9b\u4e86\u5e9e\u5927\u7684\u4fe1\u606f\u5b58\u50a8\u548c\u5904\u7406\u80fd\u529b\uff0c\u4ee5\u7406\u89e3\u548c\u54cd\u5e94\u6211\u4eec\u63d0\u51fa\u7684\u5404\u79cd\u95ee\u9898\u3002<\/li>\n<li><strong>Planning\uff08\u89c4\u5212\uff09<\/strong>\uff1a\u56ed\u4e01\u9700\u8981\u89c4\u5212\u6574\u4e2a\u82b1\u56ed\u7684\u5e03\u5c40\u3002AI Agent \u7684\u89c4\u5212\u529f\u80fd\uff0c\u5c31\u50cf\u56ed\u4e01\u5236\u5b9a\u79cd\u690d\u8ba1\u5212\uff0c\u51b3\u5b9a\u5148\u79cd\u54ea\u4e9b\u82b1\u8349\u3001\u540e\u79cd\u54ea\u4e9b\u852c\u83dc\uff0c\u6216\u8005\u5982\u4f55\u5206\u6b65\u9aa4\u4fee\u526a\u6811\u51a0\u3002<\/li>\n<li><strong>Memory\uff08\u8bb0\u5fc6\uff09<\/strong>\uff1a\u8fd9\u7c7b\u4f3c\u4e8e\u56ed\u4e01\u7684\u7b14\u8bb0\u672c\uff0c\u8bb0\u5f55\u4e86\u6bcf\u4e2a\u690d\u7269\u7684\u79cd\u690d\u65f6\u95f4\u3001\u751f\u957f\u60c5\u51b5\u548c\u524d\u4e00\u6b21\u65bd\u80a5\u7684\u65f6\u95f4\u3002\u8bb0\u5fc6\u6a21\u5757\u8ba9 AI Agent \u80fd\u8bb0\u4f4f\u4ee5\u5f80\u7684\u7ecf\u9a8c\u548c\u5df2\u7ecf\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u786e\u4fdd\u4e0d\u4f1a\u91cd\u590d\u9519\u8bef\u3002<\/li>\n<li><strong>Tools\uff08\u5de5\u5177\uff09<\/strong>\uff1a\u5c31\u662f\u56ed\u4e01\u7684\u7528\u5177\uff0c\u6bd4\u5982\u94f2\u5b50\u3001\u6c34\u58f6\u548c\u526a\u5200\u3002AI Agent \u7684\u5de5\u5177\u6a21\u5757\uff0c\u6307\u7684\u662f\u5b83\u53ef\u4ee5\u8fd0\u7528\u7684\u5404\u79cd\u8f6f\u4ef6\u548c\u7a0b\u5e8f\uff0c\u5e2e\u52a9\u5b83\u6267\u884c\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5c31\u50cf\u56ed\u4e01\u7528\u5de5\u5177\u8fdb\u884c\u56ed\u827a\u6d3b\u52a8\u4e00\u6837\u3002<\/li>\n<\/ol>\n<\/blockquote>\n<p><strong>\u6211\u4eec\u4e5f\u53ef\u4ee5\u8ba4\u4e3a LLM + Planning + Memory \u662f\u4eba\u7c7b\u7684\u5927\u8111\uff0c\u800c Tools \u5219\u662f\u4eba\u7c7b\u7684\u56db\u80a2<\/strong>\u3002<\/p>\n<p>\u5728\u5927\u6a21\u578b\u51fa\u73b0\u4e4b\u524d\uff0cPlanning \u548c Memory \u5df2\u7ecf\u6709\u6bd4\u8f83\u6210\u719f\u7684\u6280\u672f\u3002<\/p>\n<p><strong>\u5927\u6a21\u578b\u7684\u51fa\u73b0\u5219\u8865\u8db3\u4e86 AI Agent \u53d1\u5c55\u7684\u6700\u540e\u4e00\u73af<\/strong><\/p>\n<h2 data-id=\"heading-3\">1.3 \u4ece Copilot \u5230 Agent<\/h2>\n<p>\u76ee\u524d\u5927\u6a21\u578b\u7684\u4ea7\u54c1\u7c7b\u578b\uff0c\u4e3b\u8981\u6709\u4e24\u79cd\uff1a<\/p>\n<ul>\n<li><strong>Copilot<\/strong>\uff1a\u7ffb\u8bd1\u6210<strong>\u526f\u9a7e\u9a76<\/strong>\uff0c**\u52a9\u624b\u3002**\u5728\u5e2e\u52a9\u7528\u6237\u89e3\u51b3\u95ee\u9898\u65f6\u8d77\u8f85\u52a9\u4f5c\u7528\uff0c\u4f8b\u5982 github copilot \u662f\u5e2e\u52a9\u7a0b\u5e8f\u5458\u7f16\u7a0b\u7684\u52a9\u624b<\/li>\n<li><strong>Agent<\/strong>\uff1a\u66f4\u50cf\u4e00\u4e2a<strong>\u4e3b\u9a7e\u9a76<\/strong>\uff0c**\u667a\u80fd\u4f53\uff0c**\u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u76ee\u6807\u8fdb\u884c\u81ea\u4e3b\u601d\u8003\u548c\u884c\u52a8\uff0c\u5177\u6709\u66f4\u5f3a\u7684\u72ec\u7acb\u6027\u548c\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u80fd\u529b<\/li>\n<\/ul>\n<p>\u6211\u4eec\u4ece\u6838\u5fc3\u529f\u80fd\u3001\u6d41\u7a0b\u51b3\u7b56\u3001\u5e94\u7528\u8303\u56f4\u548c\u5f00\u53d1\u91cd\u70b9\u51e0\u4e2a\u65b9\u9762\u5bf9\u6bd4 Copilot \u548c Agent\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6838\u5fc3\u529f\u80fd<\/strong><\/p>\n<ul>\n<li><strong>Copilot<\/strong>\uff1a\u66f4\u50cf\u662f\u4e00\u4e2a<strong>\u8f85\u52a9\u9a7e\u9a76\u5458<\/strong>\uff0c\u66f4\u591a\u5730\u4f9d\u8d56\u4e8e\u4eba\u7c7b\u7684\u6307\u5bfc\u548c\u63d0\u793a\u6765\u5b8c\u6210\u4efb\u52a1\u3002Copilot \u5728\u5904\u7406\u4efb\u52a1\u65f6\uff0c\u901a\u5e38\u662f\u5728\u4eba\u4e3a\u8bbe\u5b9a\u7684\u8303\u56f4\u5185\u64cd\u4f5c\uff0c\u6bd4\u5982\u57fa\u4e8e\u7279\u5b9a\u7684\u63d0\u793a\u751f\u6210\u7b54\u6848\u3002\u5b83\u7684\u529f\u80fd\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5c40\u9650\u4e8e\u5728\u7ed9\u5b9a\u6846\u67b6\u5185\u5de5\u4f5c\u3002<\/li>\n<li><strong>Agent<\/strong>\uff1a\u50cf\u4e00\u4e2a<strong>\u521d\u7ea7\u7684\u4e3b\u9a7e\u9a76<\/strong>\uff0c\u5177\u6709\u66f4\u9ad8\u7684\u81ea\u4e3b\u6027\u548c\u51b3\u7b56\u80fd\u529b\u3002\u80fd\u591f\u6839\u636e\u76ee\u6807\u81ea\u4e3b\u89c4\u5212\u6574\u4e2a\u5904\u7406\u6d41\u7a0b\uff0c\u5e76\u6839\u636e\u5916\u90e8\u53cd\u9988\u8fdb\u884c\u81ea\u6211\u8fed\u4ee3\u548c\u8c03\u6574\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u6d41\u7a0b\u51b3\u7b56<\/strong><\/p>\n<ul>\n<li><strong>Copilot<\/strong>\uff1a<strong>\u5728\u5904\u7406\u6d41\u7a0b\u65b9\u9762\uff0cCopilot \u5f80\u5f80\u4f9d\u8d56\u4e8e Human \u786e\u5b9a\u7684\u6d41\u7a0b\uff0c\u8fd9\u4e2a\u6d41\u7a0b\u662f\u9759\u6001\u7684<\/strong>\u3002\u5b83\u7684\u53c2\u4e0e\u66f4\u591a\u662f\u5728\u5c40\u90e8\u73af\u8282\uff0c\u800c\u4e0d\u662f\u6574\u4e2a\u6d41\u7a0b\u7684\u8bbe\u8ba1\u548c\u6267\u884c\u3002<\/li>\n<li><strong>Agent<\/strong>\uff1a<strong>Agent \u89e3\u51b3\u95ee\u9898\u7684\u6d41\u7a0b\u662f\u7531 AI \u81ea\u4e3b\u786e\u5b9a\u7684\uff0c\u8fd9\u4e2a\u6d41\u7a0b\u662f\u52a8\u6001\u7684<\/strong>\u3002\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u81ea\u884c\u89c4\u5212\u4efb\u52a1\u7684\u5404\u4e2a\u6b65\u9aa4\uff0c\u8fd8\u80fd\u591f\u6839\u636e\u6267\u884c\u8fc7\u7a0b\u4e2d\u7684\u53cd\u9988\u52a8\u6001\u8c03\u6574\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u5e94\u7528\u8303\u56f4<\/strong><\/p>\n<ul>\n<li><strong>Copilot<\/strong>\uff1a\u4e3b\u8981\u7528\u4e8e\u5904\u7406\u4e00\u4e9b\u7b80\u5355\u7684\u3001\u7279\u5b9a\u7684\u4efb\u52a1\uff0c\u66f4\u591a\u662f\u4f5c\u4e3a\u4e00\u4e2a\u5de5\u5177\u6216\u8005\u52a9\u624b\u5b58\u5728\uff0c\u9700\u8981\u4eba\u7c7b\u7684\u5f15\u5bfc\u548c\u76d1\u7763\u3002<\/li>\n<li><strong>Agent<\/strong>\uff1a\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u3001\u5927\u578b\u7684\u4efb\u52a1\uff0c\u5e76\u5728 LLM \u8584\u5f31\u7684\u9636\u6bb5\u4f7f\u7528\u5de5\u5177\u6216\u8005 API \u7b49\u8fdb\u884c\u589e\u5f3a\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u5f00\u53d1\u91cd\u70b9<\/strong><\/p>\n<ul>\n<li><strong>Copilot<\/strong>\uff1a\u4e3b\u8981\u4f9d\u8d56\u4e8e LLM \u7684\u6027\u80fd\uff0cCopilot \u7684\u5f00\u53d1\u91cd\u70b9\u5728\u4e8e <strong>Prompt Engineering<\/strong>\u3002<\/li>\n<li><strong>Agent<\/strong>\uff1a\u540c\u6837\u4f9d\u8d56\u4e8e LLM \u7684\u6027\u80fd\uff0c\u4f46 Agent \u7684\u5f00\u53d1\u91cd\u70b9\u5728\u4e8e <strong>Flow Engineering<\/strong>\uff0c\u4e5f\u5c31\u662f\u5728\u5047\u5b9a LLM \u8db3\u591f\u5f3a\u5927\u7684\u57fa\u7840\u4e0a\uff0c\u628a\u5916\u56f4\u7684\u6d41\u7a0b\u548c\u6846\u67b6\u7cfb\u7edf\u5316\uff0c\u5750\u7b49\u4e00\u4e2a\u5f3a\u52b2\u7684 LLM \u6838\u5fc3\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2 data-id=\"heading-4\">1.4 \u4e3a\u4ec0\u4e48 LLM \u53ef\u4ee5\u6210\u4e3a Agent \u7684\u5927\u8111<\/h2>\n<p>LLM \u53ef\u4ee5\u6210\u4e3a AI Agent \u7684\u201c\u5927\u8111\u201d\u4e3b\u8981\u662f\u56e0\u4e3a\u5b83\u5177\u5907\u4e86\u4ee5\u4e0b\u7684\u5173\u952e\u80fd\u529b<\/p>\n<ol>\n<li><strong>\u590d\u6742\u8bed\u8a00\u7406\u89e3<\/strong>\uff1aLLM \u7ecf\u8fc7\u5927\u89c4\u6a21\u6570\u636e\u8bad\u7ec3\uff0c\u5177\u5907\u7406\u89e3\u548c\u5904\u7406\u81ea\u7136\u8bed\u8a00\u7684\u80fd\u529b\uff0c\u5305\u62ec\u8bed\u6cd5\u3001\u53e5\u6cd5\u4ee5\u53ca\u8a00\u5916\u4e4b\u610f\u3002<\/li>\n<li><strong>\u4e30\u5bcc\u7684\u4e16\u754c\u77e5\u8bc6<\/strong>\uff1a\u8bad\u7ec3\u6570\u636e\u8986\u76d6\u5e7f\u6cdb\u7684\u77e5\u8bc6\u57df\uff0c\u6a21\u578b\u53ef\u4ee5\u8fde\u7ed3\u4e0d\u540c\u7684\u4fe1\u606f\u7247\u6bb5\uff0c\u8fdb\u884c\u77e5\u8bc6\u63a8\u7406\u548c\u5e94\u7528\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u611f\u77e5<\/strong>\uff1a\u80fd\u591f\u6839\u636e\u4e0a\u4e0b\u6587\u4fe1\u606f\u505a\u51fa\u54cd\u5e94\uff0c\u8fde\u8d2f\u5730\u5904\u7406\u5bf9\u8bdd\u6216\u76f8\u5173\u4efb\u52a1\uff0c\u8fd9\u5728\u5904\u7406\u6301\u7eed\u7684\u4ea4\u4e92\u4e2d\u975e\u5e38\u91cd\u8981\u3002<\/li>\n<li><strong>\u751f\u6210\u80fd\u529b<\/strong>\uff1a\u4e0d\u4ec5\u80fd\u591f\u7406\u89e3\u4fe1\u606f\uff0c\u8fd8\u80fd\u591f\u521b\u5efa\u56de\u7b54\u3001\u6587\u7ae0\u751a\u81f3\u4ee3\u7801\uff0c\u8fd9\u5728\u4efb\u52a1\u81ea\u52a8\u5316\u4e2d\u5c24\u4e3a\u91cd\u8981\u3002<\/li>\n<li><strong>\u9002\u5e94\u4e0d\u540c\u573a\u666f<\/strong>\uff1a\u901a\u7528\u6027\u548c\u53ef\u5b9a\u5236\u6027\u4f7f\u5f97 LLM \u80fd\u591f\u9002\u5e94\u5404\u79cd\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u548c\u9700\u6c42\uff0c\u7c7b\u4f3c\u4e8e\u5927\u8111\u5982\u4f55\u901a\u8fc7\u5b66\u4e60\u9002\u5e94\u65b0\u73af\u5883\u3002<\/li>\n<li><strong>\u6301\u7eed\u5b66\u4e60\u80fd\u529b<\/strong>\uff1a\u4e00\u4e9b LLM \u53ef\u901a\u8fc7\u8fdb\u4e00\u6b65\u8bad\u7ec3\u6839\u636e\u53cd\u9988\u5b66\u4e60\u548c\u63d0\u5347\uff0c\u7c7b\u4f3c\u4e8e\u5927\u8111\u901a\u8fc7\u7ecf\u9a8c\u5b66\u4e60\u3002<\/li>\n<\/ol>\n<h2 data-id=\"heading-5\">1.5 AI Agent \u7684\u5f00\u6e90\u9879\u76ee<\/h2>\n<ul>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2FSignificant-Gravitas%2FAutoGPT\" target=\"_blank\" title=\"https:\/\/github.com\/Significant-Gravitas\/AutoGPT\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">AutoGPT<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fyoheinakajima%2Fbabyagi\" target=\"_blank\" title=\"https:\/\/github.com\/yoheinakajima\/babyagi\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">BabyAGI<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fgeekan%2FMetaGPT\" target=\"_blank\" title=\"https:\/\/github.com\/geekan\/MetaGPT\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">MetaGPT<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fassafelovic%2Fgpt-researcher\" target=\"_blank\" title=\"https:\/\/github.com\/assafelovic\/gpt-researcher\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">GPT Researcher<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fa16z-infra%2Fai-town\" target=\"_blank\" title=\"https:\/\/github.com\/a16z-infra\/ai-town\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">AI-16Z \u7684 AI-town<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fjoonspk-research%2Fgenerative_agents\" target=\"_blank\" title=\"https:\/\/github.com\/joonspk-research\/generative_agents\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u65af\u5766\u798f\u7684 AI-Town<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2FOpenBMB%2FChatDev\" target=\"_blank\" title=\"https:\/\/github.com\/OpenBMB\/ChatDev\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">ChatDev<\/a><\/li>\n<\/ul>\n<h1 data-id=\"heading-6\">\u4e8c\u3001Coze \u4f7f\u7528\u6559\u7a0b<\/h1>\n<p>\u8fd9\u4e00\u7ae0\u8282\u6211\u4f1a\u5148\u4ece\u6bd4\u8f83\u65e0\u8da3\u7684\u6982\u5ff5\u8bb2\u8d77\uff0c\u540e\u9762\u4f1a\u6709\u4e00\u4e2a\u975e\u5e38\u8be6\u7ec6\u7684\u4f8b\u5b50\u624b\u628a\u624b\u5e2e\u52a9\u5927\u5bb6\u7406\u89e3\u3002<\/p>\n<h2 data-id=\"heading-7\">2.1 Coze \u6982\u8ff0<\/h2>\n<h3 data-id=\"heading-8\">\u4ec0\u4e48\u662f Coze<\/h3>\n<p>\u5b57\u8282\u7684\u5b98\u65b9\u89e3\u91ca\u5982\u4e0b\uff1a<\/p>\n<blockquote>\n<p>Coze \u662f\u65b0\u4e00\u4ee3\u4e00\u7ad9\u5f0f AI Bot \u5f00\u53d1\u5e73\u53f0\u3002\u65e0\u8bba\u4f60\u662f\u5426\u6709\u7f16\u7a0b\u57fa\u7840\uff0c\u90fd\u53ef\u4ee5\u5728 Coze \u5e73\u53f0\u4e0a\u5feb\u901f\u642d\u5efa\u57fa\u4e8e AI \u6a21\u578b\u7684\u5404\u7c7b\u95ee\u7b54 Bot\uff0c\u4ece\u89e3\u51b3\u7b80\u5355\u7684\u95ee\u7b54\u5230\u5904\u7406\u590d\u6742\u903b\u8f91\u7684\u5bf9\u8bdd\u3002\u5e76\u4e14\uff0c\u4f60\u53ef\u4ee5\u5c06\u642d\u5efa\u7684 Bot \u53d1\u5e03\u5230\u5404\u7c7b\u793e\u4ea4\u5e73\u53f0\u548c\u901a\u8baf\u8f6f\u4ef6\u4e0a\uff0c\u4e0e\u8fd9\u4e9b\u5e73\u53f0\/\u8f6f\u4ef6\u4e0a\u7684\u7528\u6237\u4e92\u52a8<\/p>\n<\/blockquote>\n<p>\u6211\u4e2a\u4eba\u8ba4\u4e3a\uff1a<strong>Coze \u662f\u5b57\u8282\u9488\u5bf9 AI Agent \u8fd9\u4e00\u9886\u57df\u7684\u521d\u4ee3\u4ea7\u54c1\uff0c\u5728 Coze \u4e2d\u5c06 AI Agent \u79f0\u4e4b\u4e3a Bot<\/strong><\/p>\n<p>\u5b57\u8282\u9488\u5bf9 Coze \u8fd9\u4e2a\u4ea7\u54c1\u90e8\u7f72\u4e86\u4e24\u4e2a\u7ad9\u70b9\uff0c\u5206\u522b\u662f\u56fd\u5185\u7248\u548c\u6d77\u5916\u7248<\/p>\n<ul>\n<li>\n<p>\u56fd\u5185\u7248<\/p>\n<ul>\n<li>\u7f51\u5740\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn\" target=\"_blank\" title=\"https:\/\/www.coze.cn\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn<\/a><\/li>\n<li>\u5b98\u65b9\u6587\u6863\u6559\u7a0b\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fwelcome\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/welcome\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/li>\n<li>\u5927\u6a21\u578b\uff1a\u4f7f\u7528\u7684\u662f\u5b57\u8282\u81ea\u7814\u7684<strong>\u4e91\u96c0\u5927\u6a21\u578b<\/strong><\/li>\n<li>\u56fd\u5185\u7f51\u7edc\u5373\u53ef\u4ee5\u6b63\u5e38\u8bbf\u95ee<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6d77\u5916\u7248<\/p>\n<ul>\n<li>\u7f51\u5740\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com\" target=\"_blank\" title=\"https:\/\/www.coze.com\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com<\/a><\/li>\n<li>\u5b98\u65b9\u6587\u6863\u6559\u7a0b\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fguides%2Fwelcome\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/guides\/welcome\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/guides\u2026<\/a><\/li>\n<li>\u5927\u6a21\u578b\uff1aGPT-4\u3001GPT-3.5 \u7b49\u5927\u6a21\u578b\uff08\u4f60\u53ef\u4ee5\u5728\u8fd9\u91cc\u767d\u5ad6 ChatGPT4\uff0c\u5177\u4f53\u53c2\u8003\u6587\u6863\uff1a\uff09<\/li>\n<li>\u8bbf\u95ee\u9700\u8981\u7a81\u7834\u7f51\u7edc\u9650\u5236\u7684\u5de5\u5177<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<blockquote>\n<p>\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fwelcome.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/welcome.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a><\/p>\n<\/blockquote>\n<h3 data-id=\"heading-9\">AI Agent \u7684\u5f00\u53d1\u6d41\u7a0b<\/h3>\n<p>Bot \u7684\u5f00\u53d1\u548c\u8c03\u8bd5\u9875\u9762\u5e03\u5c40\u5982\u4e0b\uff0c\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u533a\u5757<\/p>\n<ul>\n<li>\n<p>\u63d0\u793a\u8bcd\u548c\u4eba\u8bbe\u7684\u533a\u5757<\/p>\n<\/li>\n<li>\n<p>Bot \u7684\u6280\u80fd\u7ec4\u4ef6<\/p>\n<ul>\n<li>\u63d2\u4ef6<\/li>\n<li>\u5de5\u4f5c\u6d41<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>Bot \u7684\u8bb0\u5fc6\u7ec4\u4ef6<\/p>\n<ul>\n<li>\u77e5\u8bc6\u5e93<\/li>\n<li>\u53d8\u91cf<\/li>\n<li>\u6570\u636e\u5e93<\/li>\n<li>\u957f\u8bb0\u5fc6<\/li>\n<li>\u6587\u4ef6\u76d2\u5b50<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u4e00\u4e9b\u5148\u8fdb\u7684\u914d\u7f6e<\/p>\n<ul>\n<li>\u89e6\u53d1\u5668\uff1a\u4f8b\u5982\u5b9a\u65f6\u53d1\u9001\u65e9\u62a5<\/li>\n<li>\u5f00\u573a\u767d\uff1a\u7528\u6237\u548c Bot \u521d\u6b21\u5bf9\u8bdd\u65f6\uff0cBot \u7684\u62db\u547c\u8bdd\u8bed<\/li>\n<li>\u81ea\u52a8\u5efa\u8bae\uff1a\u6bcf\u5f53\u548c Bot \u4e00\u8f6e\u5bf9\u8bdd\u5b8c\u6210\u540e\uff0cBot \u7ed9\u51fa\u7684\u95ee\u9898\u5efa\u8bae<\/li>\n<li>\u58f0\u97f3\uff1a\u548c Bot \u5bf9\u8bdd\u65f6\uff0cBot \u8bfb\u5bf9\u8bdd\u5185\u5bb9\u7684\u97f3\u8272<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/9f26a747706c07a12965f6f5055a4782.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p><strong>\u4e0b\u9762\u6211\u4eec\u5219\u4f1a\u9010\u4e00\u8bb2\u89e3\u6bcf\u4e2a\u7ec4\u4ef6\u7684\u80fd\u529b\u4ee5\u53ca\u4f7f\u7528\u65b9\u5f0f<\/strong><\/p>\n<h2 data-id=\"heading-10\">2.2 \u63d0\u793a\u8bcd-AI Agent \u7684\u4eba\u8bbe<\/h2>\n<blockquote>\n<p>\u6d77\u5916\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fprompt.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/prompt.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fprompt\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/prompt\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<p>\u4eba\u8bbe\u548c\u63d0\u793a\u8bcd\u7684\u76ee\u7684\u662f\uff1a\u8bbe\u5b9a Bot \u7684\u8eab\u4efd\u53ca\u5176\u76ee\u6807\u548c\u6280\u80fd\uff0c\u4f8b\u5982\u4ea7\u54c1\u95ee\u7b54\u52a9\u624b\u3001\u65b0\u95fb\u64ad\u62a5\u5458\u3001\u7ffb\u8bd1\u52a9\u7406\u7b49\u7b49\u3002Bot \u7684\u4eba\u8bbe\u548c\u63d0\u793a\u8bcd\u51b3\u5b9a\u4e86 Bot \u5982\u4f55\u4e0e\u4f60\u7684\u7528\u6237\u8fdb\u884c\u4e92\u52a8\u3002<\/p>\n<p><strong>\u63d0\u793a\u8bcd\u7f16\u5199\u7684\u8d8a\u660e\u786e\uff0cBot \u7684\u56de\u590d\u4e5f\u8d8a\u7b26\u5408\u9884\u671f<\/strong><\/p>\n<h2 data-id=\"heading-11\">2.3 \u63d2\u4ef6\u7cfb\u7edf-AI Agent \u7684\u6b66\u5668\u5e93<\/h2>\n<blockquote>\n<p>AI Agent = LLM + Planning + Memory + Tools<\/p>\n<\/blockquote>\n<p><strong>\u63d2\u4ef6\u7cfb\u7edf\u5219\u5bf9\u5e94 Tools\uff0c\u4e3b\u8981\u76ee\u7684\u662f\u6269\u5c55 Bot \u7684\u80fd\u529b\u8fb9\u754c<\/strong><\/p>\n<h3 data-id=\"heading-12\">\u63d2\u4ef6\u4ecb\u7ecd<\/h3>\n<p>Coze \u7684\u63d2\u4ef6\u7cfb\u7edf\u5bf9\u5e94\u7684\u5c31\u662f AI Agent \u7684\u5de5\u5177\u7bb1\u3002Coze \u5b98\u65b9\u662f\u8fd9\u6837\u89e3\u91ca\u63d2\u4ef6\u7cfb\u7edf\u7684<\/p>\n<blockquote>\n<p>\u63d2\u4ef6\u662f\u4e00\u4e2a<strong>\u5de5\u5177\u96c6<\/strong>\uff0c\u4e00\u4e2a\u63d2\u4ef6\u5185\u53ef\u4ee5\u5305\u542b\u4e00\u4e2a\u6216\u591a\u4e2a\u5de5\u5177\uff08API\uff09\u3002\n\u76ee\u524d\uff0cCoze \u96c6\u6210\u4e86\u8d85\u8fc7 60 \u79cd\u7c7b\u578b\u7684\u63d2\u4ef6\uff0c\u5305\u62ec\u8d44\u8baf\u9605\u8bfb\u3001\u65c5\u6e38\u51fa\u884c\u3001\u6548\u7387\u529e\u516c\u3001\u56fe\u7247\u7406\u89e3\u7b49 API \u53ca\u591a\u6a21\u6001\u6a21\u578b\u3002\u4f7f\u7528\u8fd9\u4e9b\u63d2\u4ef6\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u62d3\u5c55 Bot \u80fd\u529b\u8fb9\u754c\u3002\u4f8b\u5982\uff0c\u5728\u4f60\u7684 Bot \u5185\u6dfb\u52a0\u65b0\u95fb\u641c\u7d22\u63d2\u4ef6\uff0c\u90a3\u4e48\u4f60\u7684 Bot \u5c06\u62e5\u6709\u641c\u7d22\u65b0\u95fb\u8d44\u8baf\u7684\u80fd\u529b\u3002\n\u5982\u679c Coze \u96c6\u6210\u7684\u63d2\u4ef6\u4e0d\u6ee1\u8db3\u4f60\u7684\u4f7f\u7528\u9700\u6c42\uff0c<strong>\u4f60\u8fd8\u53ef\u4ee5\u521b\u5efa\u81ea\u5b9a\u4e49\u63d2\u4ef6\u6765\u96c6\u6210\u9700\u8981\u4f7f\u7528\u7684 API<\/strong><\/p>\n<\/blockquote>\n<h3 data-id=\"heading-13\">\u63d2\u4ef6\u79cd\u7c7b<\/h3>\n<p>Coze \u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u63d2\u4ef6\uff0c\u8fd9\u4e9b\u63d2\u4ef6\u6db5\u76d6\u4e86\u4ece\u641c\u7d22\u5f15\u64ce\u3001\u6587\u672c\u5206\u6790\u4ee5\u53ca\u56fe\u50cf\u8bc6\u522b\u7b49\u5404\u79cd\u9886\u57df\u3002<\/p>\n<p>\u8fd9\u4e9b\u63d2\u4ef6\u7684\u80fd\u529b\u5982\u679c\u6211\u4eec\u4e2a\u4eba\u63a5\u5165\u90fd\u662f\u8981\u6536\u8d39\u7684\uff0c\u4f46\u662f\u5728 Coze \u5e73\u53f0\u5219\u662f\u514d\u8d39\u4f7f\u7528\u7684\uff0c\u4f8b\u5982\uff1a<\/p>\n<p>Coze \u56fd\u5185\u7248\u672c\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fstore%2Fplugin\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/store\/plugin\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/store\/plugi\u2026<\/a><\/p>\n<ul>\n<li>\u5fc5\u5e94\u641c\u7d22<\/li>\n<li>LinkReader\uff1a\u8bfb\u53d6\u6587\u6863<\/li>\n<li>\u77e5\u4e4e\u70ed\u699c<\/li>\n<\/ul>\n<p>\u800c\u4e14\u56fd\u5185\u7248\u672c\u8fd8\u63d0\u4f9b\u4e86\u5f88\u591a\u4fbf\u6c11\u7684\u670d\u52a1\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\n<p>\u65b0\u95fb\u8d44\u8baf<\/p>\n<ul>\n<li><strong>\u5934\u6761\u65b0\u95fb<\/strong>\uff1a\u6301\u7eed\u66f4\u65b0\uff0c\u4e86\u89e3\u6700\u65b0\u7684\u5934\u6761\u65b0\u95fb\u548c\u65b0\u95fb\u6587\u7ae0\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5929\u6c14\u9884\u62a5<\/p>\n<ul>\n<li><strong>\u58a8\u8ff9\u5929\u6c14<\/strong>\uff1a\u63d0\u4f9b\u7701\u3001\u5e02\u3001\u533a\u53bf\u7684\u672a\u6765 40 \u5929\u7684\u5929\u6c14\u60c5\u51b5\uff0c\u5305\u62ec\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u65e5\u591c\u98ce\u5411\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u51fa\u884c\u5fc5\u5907<\/p>\n<ul>\n<li><strong>\u98de\u5e38\u51c6<\/strong>\uff1a\u901a\u8fc7 VariFlight \u8986\u76d6\u7684\u5168\u7403\u5546\u4e1a\u5ba2\u8fd0\u822a\u73ed\uff0c\u60a8\u7684\u7ec8\u7aef\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u83b7\u5f97\u4ed6\u4eec\u7684\u822a\u73ed\u72b6\u6001\u3001\u529e\u7406\u767b\u673a\u624b\u7eed\u67dc\u53f0\u3001\u9884\u8ba1\u51fa\u53d1\u65f6\u95f4\u3001\u767b\u673a\u53e3\u3001\u767b\u673a\u72b6\u6001\u3001\u884c\u674e\u8f6c\u76d8\u7b49\u4fe1\u606f\uff0c\u5e76\u80fd\u5728\u6574\u4e2a\u822a\u7a0b\u4e2d\u968f\u65f6\u638c\u63e1\u3002<\/li>\n<li><strong>\u732b\u9014\u9e70<\/strong>\uff1a\u67e5\u8be2\u5b9e\u65f6\u9152\u5e97\u641c\u7d22\uff0c\u822a\u73ed\u4ef7\u683c\uff0c\u9910\u5385\uff0c\u5438\u5f15\u4eba\u7684\u65c5\u6e38\u5730\u70b9\u7b49\u4fe1\u606f\u4ee5\u521b\u5efa\u4e00\u4e2a\u65c5\u884c\u7f51\u7ad9\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u751f\u6d3b\u4fbf\u5229<\/p>\n<ul>\n<li><strong>\u5feb\u9012\u67e5\u8be2\u52a9\u624b<\/strong>\u3001<strong>\u56fd\u5185\u5feb\u9012\u67e5\u8be2<\/strong>\uff1a\u67e5\u8be2\u5feb\u9012\u5355\u53f7\uff0c\u5feb\u9012\u516c\u53f8\uff0c\u5feb\u9012\u8fdb\u5ea6\u7b49\u4fe1\u606f\u3002<\/li>\n<li><strong>\u98df\u7269\u5927\u5e08<\/strong>\uff1aFood Master \u63d0\u4f9b\u98df\u7269\u641c\u7d22\u529f\u80fd\u3002<\/li>\n<li><strong>\u61c2\u8f66\u5e1d<\/strong>\uff1a\u5982\u679c\u4f60\u60f3\u8981\u67e5\u8be2\u6c7d\u8f66\u4fe1\u606f\uff0c\u5305\u62ec\u4e8c\u624b\u8f66\u3001\u65b0\u8f66\u3001\u67d0\u4e9b\u8f66\u578b\u7684\u4fe1\u606f\u65f6\u53ef\u4ee5\u4f7f\u7528\u6b64\u63d2\u4ef6\u8fdb\u884c\u67e5\u8be2\u3002<\/li>\n<li><strong>\u5e78\u798f\u91cc<\/strong>\uff1a\u63d0\u4f9b\u4e8c\u624b\u623f\u3001\u65b0\u623f\u3001\u79df\u623f\u4fe1\u606f\u7684\u63d2\u4ef6\uff0c\u60f3\u8981\u67e5\u8be2\u67d0\u4e2a\u57ce\u5e02\u3001\u533a\u57df\u3001\u6237\u578b\u7684\u623f\u4ea7\u4fe1\u606f\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u6b64\u63d2\u4ef6\u3002<\/li>\n<li><strong>\u730e\u8058<\/strong>\uff1a\u5e2e\u52a9\u7528\u6237\u6839\u636e\u5de5\u4f5c\u7ecf\u9a8c\u3001\u6559\u80b2\u7ecf\u5386\u3001\u5730\u7406\u4f4d\u7f6e\u3001\u85aa\u6c34\u3001\u804c\u4f4d\u540d\u79f0\u3001\u5de5\u4f5c\u6027\u8d28\u7b49\u6761\u4ef6\u641c\u7d22\u730e\u8058\u4e0a\u63d0\u4f9b\u7684\u62db\u8058\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u751f\u6d3b\u5316\u7684\u63d2\u4ef6\uff0c\u53ef\u4ee5\u8ba9\u4f60\u7684 AI bot \u53d8\u5f97\u8d34\u8fd1\u751f\u6d3b\uff0c\u8d34\u8fd1\u7528\u6237\u7684\u9700\u6c42\u3002<\/p>\n<p>\u8bf4\u767d\u4e86\uff0c\u4f60\u60f3\u60f3\u4f60\u81ea\u5df1\u505a\u7684\u4e00\u4e2a AI \u5e94\u7528\uff0c\u53ef\u4ee5\u76f4\u63a5\u5206\u4eab\u7ed9\u4f60\u7238\u5988\u62ff\u6765\u901a\u8fc7\u5bf9\u8bdd\u67e5\u5feb\u9012\uff0c\u4e70\u98de\u673a\u7968\u7b49\u7b49\uff0c\u4e0d\u50cf\u4ee5\u524d\u90a3\u79cd\u673a\u68b0\u5b66\u4e60\u7684 APP \u673a\u5668\u4eba\u7ba1\u5bb6\uff0c\u8fd8\u6709\u5404\u79cd APP \u7e41\u6742\u7684\u70b9\u51fb\u4ea4\u4e92\u64cd\u4f5c\uff0c\u4e00\u5207\u7528\u4eba\u7c7b\u81ea\u7136\u5bf9\u8bdd\u7684\u65b9\u5f0f\u5c31\u80fd\u5b9e\u73b0<\/p>\n<p>Coze \u56fd\u5916\u7248\u672c\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fstore%2Fplugin\" target=\"_blank\" title=\"https:\/\/www.coze.com\/store\/plugin\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/store\/plugi\u2026<\/a><\/p>\n<ul>\n<li>\u8c37\u6b4c\u641c\u7d22<\/li>\n<li>DALLE 3<\/li>\n<li>Data Analysis<\/li>\n<li>YouTube<\/li>\n<\/ul>\n<p>\u4f5c\u4e3a\u5f00\u53d1\u8005\uff0c\u56fd\u5916\u7248\u672c\u7684\u80fd\u529b\u66f4\u52a0\u5f3a\u5927\u548c\u4ee4\u4eba\u5fc3\u52a8\u3002<\/p>\n<h3 data-id=\"heading-14\">\u521b\u5efa\u63d2\u4ef6<\/h3>\n<blockquote>\n<p>\u53c2\u8003\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fplugin.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/plugin.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a><\/p>\n<\/blockquote>\n<ul class=\"contains-task-list\">\n<li class=\"task-list-item\"><input type=\"checkbox\" disabled=\"\"> \u5c06\u521b\u5efa\u63d2\u4ef6\u7684\u6d41\u7a0b\u8865\u5145\u5b8c\u6574<\/li>\n<\/ul>\n<h2 data-id=\"heading-15\">2.4 \u5de5\u4f5c\u6d41-AI Agent \u7684\u5185\u529f\u5fc3\u6cd5<\/h2>\n<h3 data-id=\"heading-16\">\u8282\u70b9<\/h3>\n<p>\u5de5\u4f5c\u6d41\u662f\u7531\u591a\u4e2a\u8282\u70b9\u6784\u6210\uff0c\u8282\u70b9\u662f\u7ec4\u6210\u5de5\u4f5c\u6d41\u7684\u57fa\u672c\u5355\u5143\u3002<\/p>\n<p><strong>\u8282\u70b9\u7684\u672c\u8d28\u5c31\u662f\u4e00\u4e2a\u5305\u542b\u8f93\u5165\u548c\u8f93\u51fa\u7684\u51fd\u6570<\/strong><\/p>\n<img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b444c3facfbf1e605d0fbad9448e4188.png\" loading=\"lazy\" class=\"medium-zoom-image\">\n<p><strong>Coze \u5e73\u53f0\u652f\u6301\u7684\u8282\u70b9\u7c7b\u578b\uff1a<\/strong><\/p>\n<ul>\n<li>**LLM\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\uff1a**\u4f7f\u7528\u8f93\u5165\u53c2\u6570\u548c\u63d0\u793a\u8bcd\u751f\u6210\u5904\u7406\u7ed3\u679c\u3002<\/li>\n<li>**Code\uff08\u4ee3\u7801\uff09\uff1a**\u901a\u8fc7 IDE \u7f16\u5199\u4ee3\u7801\u5904\u7406\u8f93\u5165\u53c2\u6570\uff0c\u5e76\u8fd4\u56de\u8f93\u51fa\u503c\u3002<\/li>\n<li>**Knowledage\uff08\u77e5\u8bc6\u5e93\uff09\uff1a**\u6839\u636e\u8f93\u5165\u53c2\u6570\u4ece\u5173\u8054\u77e5\u8bc6\u5e93\u4e2d\u53ec\u56de\u6570\u636e\uff0c\u5e76\u8fd4\u56de\u3002<\/li>\n<li><strong>Condition\uff08\u6761\u4ef6\u5224\u65ad\uff09\uff1a<\/strong> if-else \u903b\u8f91\u8282\u70b9\uff0c\u7528\u4e8e\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u5185\u7684\u5206\u652f\u6d41\u7a0b\uff0c\u6839\u636e\u8bbe\u7f6e\u6761\u4ef6\u8fd0\u884c\u76f8\u5e94\u7684\u5206\u652f<\/li>\n<li><strong>Variable\uff08\u83b7\u53d6\u53d8\u91cf\uff09<\/strong>\uff1a\u4ece Bot \u4e2d\u83b7\u53d6\u53d8\u91cf\u4f5c\u4e3a\u53c2\u6570\u5728\u5de5\u4f5c\u6d41\u4e2d\u4f7f\u7528<\/li>\n<li>**Database\uff08\u6570\u636e\u5e93\uff09\uff1a**\u5728\u5de5\u4f5c\u6d41\u4e2d\u4f7f\u7528\u63d0\u524d\u914d\u7f6e\u5728 Bot \u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e<\/li>\n<\/ul>\n<h3 data-id=\"heading-17\">\u521b\u5efa\u548c\u4f7f\u7528\u5de5\u4f5c\u6d41<\/h3>\n<p>\u8fd9\u4e00\u5757\u5b98\u65b9\u6709\u73b0\u6210\u7684\u6559\u7a0b\u53c2\u8003\uff1a<\/p>\n<blockquote>\n<p>\u6d77\u5916\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fuse_workflow.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/use_workflow.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fuse_workflow\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/use_workflow\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<p>\u56fd\u5185\u7248\u672c\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e9b\u793a\u4f8b\uff0c\u5b66\u4e60\u5de5\u4f5c\u6d41\u5f3a\u70c8\u5efa\u8bae\u5927\u5bb6\u8ddf\u7740\u5b9e\u64cd\u4e00\u904d\uff1a<\/p>\n<blockquote>\n<p>\u641c\u7d22\u65b0\u95fb\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fworkflow_search_news\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/workflow_search_news\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a>\n\u4f7f\u7528 LLM \u5904\u7406\u95ee\u9898\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fworkflow_use_llm\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/workflow_use_llm\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a>\n\u751f\u6210\u968f\u673a\u6570\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fworkflow_use_code\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/workflow_use_code\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a>\n\u641c\u7d22\u5e76\u83b7\u53d6\u7b2c\u4e00\u4e2a\u94fe\u63a5\u7684\u5185\u5bb9\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fworkflow_get_content\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/workflow_get_content\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a>\n\u8bc6\u522b\u7528\u6237\u610f\u56fe\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fworkflow_user_intent\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/workflow_user_intent\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<h2 data-id=\"heading-18\">2.5 \u77e5\u8bc6\u5e93\u3001\u6570\u636e\u5e93\u548c\u53d8\u91cf-AI Agent \u7684\u8bb0\u5fc6<\/h2>\n<blockquote>\n<p>AI Agent = LLM + Planning + Memory + Tools<\/p>\n<\/blockquote>\n<p>Coze \u4e2d\u7684\u77e5\u8bc6\u5e93\u3001\u6570\u636e\u5e93\u4ee5\u53ca\u53d8\u91cf\u529f\u80fd\u6765\u5b9e\u73b0 Agent \u7684 <strong>Memory \u6a21\u5757<\/strong><\/p>\n<h3 data-id=\"heading-19\">\u77e5\u8bc6\u5e93\uff08Knowledge\uff09<\/h3>\n<h4 data-id=\"heading-20\">\u4e3a\u4ec0\u4e48\u9700\u8981\u77e5\u8bc6\u5e93<\/h4>\n<p>\u5927\u6a21\u578b\u5e76\u4e0d\u662f 100% \u51c6\u786e\u7684\uff0c\u5b83\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u4ee5\u4e0b\u4e24\u70b9<\/p>\n<ul>\n<li>\u8bad\u7ec3\u5927\u6a21\u578b\u7684\u6570\u636e\u662f\u6709\u65e5\u671f\u9650\u5236\u7684\uff0c\u5982\u679c\u4f60\u8be2\u95ee\u5927\u6a21\u578b\u8d85\u51fa\u65e5\u671f\u9650\u5236\u7684\u95ee\u9898\uff0c\u5219\u5927\u6a21\u578b\u65e0\u6cd5\u51c6\u786e\u56de\u7b54<\/li>\n<li>\u5927\u6a21\u578b\u7684\u6570\u636e\u6765\u6e90\u4e8e\u4e92\u8054\u7f51\uff0c\u5982\u679c\u662f\u516c\u53f8\u5185\u90e8\u7684\u79c1\u6709\u6570\u636e\uff0c\u5219\u5927\u6a21\u578b\u65e0\u6cd5\u611f\u77e5<\/li>\n<\/ul>\n<p>\u56e0\u6b64\u77e5\u8bc6\u5e93\u7684\u51fa\u73b0\u5c31\u662f\u4e3a\u4e86\u89e3\u51b3\u5927\u6a21\u578b\u7684\u6570\u636e\u51c6\u786e\u6027\u7684\u95ee\u9898\u3002<\/p>\n<p>\u5927\u6a21\u578b\u53ef\u4ee5\u989d\u5916\u5b66\u4e60\u5916\u63a5\u77e5\u8bc6\u5e93\u4e2d\u7684\u77e5\u8bc6\uff0c\u4ece\u800c\u6765\u7cbe\u51c6\u56de\u590d\u7528\u6237\u3002<\/p>\n<p>\u77e5\u8bc6\u5e93\u4e2d\u6700\u5178\u578b\u7684\u4e00\u4e2a\u5e94\u7528\u5c31\u662f\u5ba2\u670d\u7cfb\u7edf\uff1a<\/p>\n<p>\u516c\u53f8\u53ef\u4ee5\u5c06\u7528\u6237\u6240\u6709\u95ee\u9898\u4ee5\u53ca\u7b54\u6848\u8bb0\u5f55\u5728\u6587\u6863\u4e2d\uff0c\u7136\u540e\u4ee5\u77e5\u8bc6\u5e93\u7684\u5f62\u5f0f\u6295\u5582\u7ed9\u5927\u6a21\u578b\u3002\u8fd9\u6837\u5f53\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8be2\u95ee\u95ee\u9898\u65f6\uff0c\u5927\u6a21\u578b\u5c31\u53ef\u4ee5\u6839\u636e\u77e5\u8bc6\u5e93\u4e2d\u7684\u5185\u5bb9\u7ed9\u51fa\u66f4\u52a0\u51c6\u786e\u7684\u56de\u7b54\u3002<\/p>\n<h4 data-id=\"heading-21\">\u77e5\u8bc6\u5e93\u7684\u7406\u8bba\u57fa\u7840\uff1aRAG<\/h4>\n<p>\u6211\u4eec\u90fd\u77e5\u9053\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u662f\u6709\u622a\u6b62\u65e5\u671f\u7684\uff0c\u90a3\u5f53\u6211\u4eec\u9700\u8981\u4f9d\u9760\u4e0d\u5305\u542b\u5728\u5927\u6a21\u578b\u8bad\u7ec3\u96c6\u4e2d\u7684\u6570\u636e\u65f6\uff0c\u6211\u4eec\u8be5\u600e\u4e48\u505a\u5462\uff1f\u5b9e\u73b0\u8fd9\u4e00\u70b9\u7684\u4e3b\u8981\u65b9\u6cd5\u5c31\u662f\u901a\u8fc7<strong>\u68c0\u7d22\u589e\u5f3a\u751f\u6210 RAG<\/strong>\uff08Retrieval Augmented Generation\uff09\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u9996\u5148\u68c0\u7d22\u5916\u90e8\u6570\u636e\uff0c\u7136\u540e\u5728\u751f\u6210\u6b65\u9aa4\u4e2d\u5c06\u8fd9\u4e9b\u6570\u636e\u4f20\u9012\u7ed9 LLM\u3002<\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u5c06\u4e00\u4e2a RAG \u7684\u5e94\u7528\u62bd\u8c61\u4e3a\u4e0b\u56fe\u7684 5 \u4e2a\u8fc7\u7a0b\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0c27fd6186cad50608aab66f4b47495c.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ul>\n<li>\n<p><strong>\u6587\u6863\u52a0\u8f7d\uff08Document Loading\uff09<\/strong>\uff1a\u4ece\u591a\u79cd\u4e0d\u540c\u6765\u6e90\u52a0\u8f7d\u6587\u6863\u3002LangChain \u63d0\u4f9b\u4e86 100 \u591a\u79cd\u4e0d\u540c\u7684\u6587\u6863\u52a0\u8f7d\u5668\uff0c\u5305\u62ec PDF \u5728\u5185\u7684\u975e\u7ed3\u6784\u5316\u7684\u6570\u636e\u3001SQL \u5728\u5185\u7684\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u4ee5\u53ca Python\u3001Java \u4e4b\u7c7b\u7684\u4ee3\u7801\u7b49<\/p>\n<\/li>\n<li>\n<p><strong>\u6587\u672c\u5206\u5272\uff08Splitting\uff09<\/strong>\uff1a\u6587\u672c\u5206\u5272\u5668\u628a Documents <strong>\u5207\u5206<\/strong>\u4e3a\u6307\u5b9a\u5927\u5c0f\u7684\u5757\uff0c\u6211\u628a\u5b83\u4eec\u79f0\u4e3a\u201c\u6587\u6863\u5757\u201d\u6216\u8005\u201c\u6587\u6863\u7247\u201d<\/p>\n<\/li>\n<li>\n<p>**\u5b58\u50a8\uff08Storage\uff09\uff1a**\u5b58\u50a8\u6d89\u53ca\u5230\u4e24\u4e2a\u73af\u8282\uff0c\u5206\u522b\u662f\uff1a<\/p>\n<ul>\n<li>\u5c06\u5207\u5206\u597d\u7684\u6587\u6863\u5757\u8fdb\u884c\u5d4c\u5165\uff08Embedding\uff09\u8f6c\u6362\u6210\u5411\u91cf\u7684\u5f62\u5f0f<\/li>\n<li>\u5c06 Embedding \u540e\u7684\u5411\u91cf\u6570\u636e\u5b58\u50a8\u5230\u5411\u91cf\u6570\u636e\u5e93<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u68c0\u7d22\uff08Retrieval\uff09<\/strong>\uff1a\u4e00\u65e6\u6570\u636e\u8fdb\u5165\u5411\u91cf\u6570\u636e\u5e93\uff0c\u6211\u4eec\u4ecd\u7136\u9700\u8981\u5c06\u6570\u636e\u68c0\u7d22\u51fa\u6765\uff0c\u6211\u4eec\u4f1a\u901a\u8fc7\u67d0\u79cd\u68c0\u7d22\u7b97\u6cd5\u627e\u5230\u4e0e\u8f93\u5165\u95ee\u9898\u76f8\u4f3c\u7684\u5d4c\u5165\u7247<\/p>\n<\/li>\n<li>\n<p><strong>Output\uff08\u8f93\u51fa\uff09<\/strong>\uff1a\u628a\u95ee\u9898\u4ee5\u53ca\u68c0\u7d22\u51fa\u6765\u7684\u5d4c\u5165\u7247\u4e00\u8d77\u63d0\u4ea4\u7ed9 LLM\uff0cLLM \u4f1a\u901a\u8fc7\u95ee\u9898\u548c\u68c0\u7d22\u51fa\u6765\u7684\u63d0\u793a\u4e00\u8d77\u6765\u751f\u6210\u66f4\u52a0\u5408\u7406\u7684\u7b54\u6848<\/p>\n<\/li>\n<\/ul>\n<h4 data-id=\"heading-22\">\u4f7f\u7528\u77e5\u8bc6\u5e93<\/h4>\n<blockquote>\n<p>\u6d77\u5916\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fknowledge.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/knowledge.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fuse_knowledge\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/use_knowledge\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<h4 data-id=\"heading-23\">\u5b89\u88c5 Coze Scraper<\/h4>\n<p>\u8fd9\u4e2a\u662f Coze \u5b98\u65b9\u63d0\u4f9b\u7684\u4e00\u4e2a Chrome \u63d2\u4ef6\uff0c\u76ee\u7684\u5728\u4e8e\u5e2e\u52a9\u7528\u6237\u63d0\u53d6\u7f51\u9875\u4e0a\u7684\u5185\u5bb9\uff0c\u7136\u540e\u5feb\u901f\u4e0a\u4f20\u5230\u81ea\u5df1\u7684\u77e5\u8bc6\u5e93\u4e2d<\/p>\n<blockquote>\n<p>\u6d77\u5916\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fscraper.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/scraper.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fscraper\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/scraper\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<h3 data-id=\"heading-24\">\u6570\u636e\u5e93\uff08Database\uff09<\/h3>\n<blockquote>\n<p>\u6d77\u5916\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fdatabase.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/database.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fdatabase\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/database\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<p>\u6570\u636e\u5e93\u662f\u504f\u7f16\u7a0b\u7684\u6982\u5ff5\uff0c\u975e\u7f16\u7a0b\u540c\u5b66\u53ef\u4ee5\u76f4\u63a5\u53c2\u8003\u5b98\u65b9\u6587\u6863\u7684\u6559\u7a0b\u64cd\u4f5c\u4e00\u904d<\/p>\n<p><strong>\u6570\u636e\u5e93\u548c\u77e5\u8bc6\u5e93\u7684\u533a\u522b\u4e3b\u8981\u6709\u51e0\u70b9<\/strong><\/p>\n<ul>\n<li>\u77e5\u8bc6\u5e93\u662f\u63d0\u524d\u5185\u7f6e\u5728 Bot \u5185\u90e8\u7684\uff0c\u4e00\u822c\u53ea\u80fd\u7528\u4f5c\u68c0\u7d22\u4f7f\u7528<\/li>\n<li>\u6570\u636e\u5e93\u5219\u662f\u65e2\u53ef\u4ee5\u63d0\u524d\u5185\u7f6e\u5728 Bot \u5185\u90e8\uff0c\u4e5f\u53ef\u4ee5\u5728\u548c Bot \u4e92\u52a8\u7684\u8fc7\u7a0b\u4e2d\u5c06\u67d0\u4e9b\u6570\u636e\u5199\u5165\u6570\u636e\u5e93\uff0c\u5f53\u4f5c\u5b58\u50a8\u7ec4\u4ef6\u4f7f\u7528<\/li>\n<\/ul>\n<h3 data-id=\"heading-25\">\u53d8\u91cf\uff08Variable\uff09<\/h3>\n<p>\u53d8\u91cf\u662f Bot \u7684\u6570\u636e\u8bb0\u5fc6\u529f\u80fd\uff0c\u4ee5 key-value \u5f62\u5f0f\u5b58\u50a8\u6570\u636e\u3002\u4e00\u4e2a\u53d8\u91cf\u53ea\u80fd\u4fdd\u5b58\u4e00\u79cd\u4fe1\u606f\uff0c\u4e00\u822c\u7528\u4e8e\u8bb0\u5f55\u7528\u6237\u7684\u67d0\u4e00\u884c\u4e3a\u6216\u504f\u597d<\/p>\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u4f1a\u6839\u636e\u7528\u6237\u8f93\u5165\u5185\u5bb9\u8fdb\u884c\u8bed\u4e49\u5339\u914d\uff0c\u4e3a\u5b9a\u4e49\u7684\u53d8\u91cf\u8d4b\u503c\u5e76\u4fdd\u5b58\u503c\u3002\u4f60\u53ef\u4ee5\u5728\u63d0\u793a\u8bcd\u4e2d\u4e3a Bot \u58f0\u660e\u67d0\u4e2a\u53d8\u91cf\u7684\u5177\u4f53\u4f7f\u7528\u573a\u666f\u3002<\/p>\n<h4 data-id=\"heading-26\">\u521b\u5efa\u53d8\u91cf<\/h4>\n<p>\u5728\u521b\u5efa Bot \u7684\u9875\u9762\uff0c\u6211\u4eec\u53ef\u4ee5\u521b\u5efa\u53d8\u91cf<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/32eccd063766cdf0c3a04370d3e9ba9a.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/6a75e7996df995f3d22f59e3cadd79c7.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h4 data-id=\"heading-27\">\u5bf9\u53d8\u91cf\u8fdb\u884c\u8d4b\u503c<\/h4>\n<p>\u521b\u5efa\u597d\u53d8\u91cf\u4e4b\u540e\uff0c\u8be5\u5982\u4f55\u4f7f\u7528\u5462\uff1f<\/p>\n<p><strong>\u4f60\u53ef\u4ee5\u5728\u63d0\u793a\u8bcd\u4e2d\u4e3a Bot \u58f0\u660e\u67d0\u4e2a\u53d8\u91cf\u7684\u5177\u4f53\u4f7f\u7528\u573a\u666f\u3002<\/strong><\/p>\n<p>\u9996\u5148\uff0c\u53ef\u4ee5\u5728\u7ed9\u5927\u6a21\u578b\u7684\u63d0\u793a\u8bcd\u4e2d\u505a\u5982\u4e0b\u58f0\u660e\uff1a<\/p>\n<blockquote>\n<p>\u4e0e\u60a8\u7684\u7528\u6237\u8fdb\u884c\u4e92\u52a8\uff0c\u5e76\u6839\u636e <code>user_language<\/code> \u53d8\u91cf\uff0c\u7528\u4ed6\u4eec\u504f\u597d\u7684\u8bed\u8a00\u5728\u7ebf\u641c\u7d22\u3002\u9664\u975e\u53e6\u6709\u8bbe\u7f6e\uff0c\u7528\u6237\u67e5\u8be2\u7684\u8bed\u8a00\u5e94\u6307\u5bfc\u60a8\u7684\u56de\u7b54\u548c\u641c\u7d22<\/p>\n<\/blockquote>\n<p>\u8fd9\u6bb5\u63d0\u793a\u8bcd\u76f8\u5f53\u4e8e\u544a\u8bc9\u4e86 LLM\uff0c<strong>user_language<\/strong> \u8fd9\u4e2a\u53d8\u91cf\u8be5\u5982\u4f55\u8d4b\u503c\u4ee5\u53ca\u4f7f\u7528\u3002\u4e0b\u9762\u6211\u4eec\u6f14\u793a\u4e0b\u53d8\u91cf\u7684\u4f7f\u7528\u65b9\u5f0f\u4ee5\u53ca\u6548\u679c<\/p>\n<ol>\n<li>\u9996\u5148\u5c06\u53d8\u91cf\u7684\u503c\u91cd\u7f6e\u4e3a\u7a7a<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/223cf88b49ded1039611369b8bf88788.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ol>\n<li>\u7136\u540e\u8ddf\u5927\u6a21\u578b\u8fdb\u884c\u5bf9\u8bdd<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/819bd702651215d3ad489b72bf3ce876.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h4 data-id=\"heading-28\">\u4f7f\u7528\u53d8\u91cf<\/h4>\n<p>\u8fd9\u4e2a\u53d8\u91cf user_language \u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u7528\u5728\u5de5\u4f5c\u6d41\u4e2d\u4f5c\u4e3a\u53d8\u91cf\u4f7f\u7528\u3002<\/p>\n<p><strong>\u8fd9\u4e00\u5757\u89e3\u91ca\u8d77\u6765\u6709\u4e9b\u62bd\u8c61\uff0c\u5177\u4f53\u53ef\u4ee5\u53c2\u8003\u540e\u9762\u7684\u4f8b\u5b50\uff0c\u771f\u6b63\u7528\u4e00\u904d\u5c31\u61c2\u4e86<\/strong><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/15274fd2e1adefacdf77eac79632d277.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h3 data-id=\"heading-29\">\u6587\u4ef6\u76d2\u5b50\uff08File Box\uff09<\/h3>\n<p><strong>\u8fd9\u4e2a\u80fd\u529b\u662f\u6d77\u5916 Coze \u4e13\u5c5e\u7684\u80fd\u529b\uff0c\u76ee\u524d\u56fd\u5185\u6682\u65f6\u4e0d\u652f\u6301<\/strong><\/p>\n<blockquote>\n<p>\u6d77\u5916\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Ffilebox.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/filebox.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a><\/p>\n<\/blockquote>\n<p>\u4f60\u53ef\u4ee5\u8ba4\u4e3a\u6587\u4ef6\u76d2\u5b50\u5c31\u662f\u4e00\u4e2a\u50cf\u5185\u5b58\u5361\u4e00\u6837\u7684\u5b58\u50a8\u5de5\u5177\uff0c\u4ed6\u53ef\u4ee5\u5b58\u50a8\u56fe\u7247\u3001\u6587\u6863\u3001\u89c6\u9891\u7b49\u591a\u6a21\u6001\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u5f00\u542f\u4e86\u6587\u4ef6\u76d2\u5b50\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u529f\u80fd<\/p>\n<ol>\n<li>\u6211\u4eec\u4e0a\u4f20\u7ed9 Bot \u4e00\u5f20\u56fe\u7247<\/li>\n<li>\u7136\u540e\u544a\u8bc9 Bot \u8bf7\u4e3a\u6211\u521b\u5efa\u4e00\u4e2a\u540d\u5b57\u4e3a\u52a8\u7269\u76f8\u518c\uff0c\u5e76\u4fdd\u5b58\u56fe\u7247<\/li>\n<li>\u5219 Bot \u5c31\u4f1a\u5728 File Box \u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a\u52a8\u7269\u7684\u76f8\u518c\uff0c\u7136\u540e\u5c06\u8fd9\u5f20\u56fe\u7247\u6dfb\u52a0\u8fdb\u53bb<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c1b230ec048608b106109c4d7fa1808f.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p><strong>\u5728\u8fd9\u91cc\u5c31\u4e0d\u4e00\u4e00\u5c55\u793a Filebox \u7684\u80fd\u529b\u4e86\uff0c\u4ed6\u7684\u6307\u4ee4\u90fd\u5f88\u597d\u7406\u89e3\u3002\u770b\u5341\u904d\u4e0d\u5982\u5b9e\u8df5\u4e00\u904d<\/strong><\/p>\n<h2 data-id=\"heading-30\">2.6 \u53d1\u5e03-AI Agent \u95ee\u4e16<\/h2>\n<p><strong>\u8fd9\u91cc\u4f7f\u7528 Coze \u6d77\u5916\u7248\u672c\u8fdb\u884c\u8bb2\u89e3<\/strong><\/p>\n<p>Coze \u652f\u6301\u5c06 Bot \u53d1\u5e03\u5230\u4e0d\u540c\u7684\u6e20\u9053\uff0c\u7136\u540e\u5728\u8fd9\u4e9b\u6e20\u9053\u4e2d\u4e0e\u7528\u6237\u4e92\u52a8\u3002<\/p>\n<p>\u4e0d\u540c\u6e20\u9053\u7684\u53d1\u5e03\u65b9\u5f0f\u4ee5\u53ca\u6700\u7ec8\u4f53\u9a8c\u8bf7\u53c2\u8003\u5b98\u65b9\u6587\u6863\uff1a<\/p>\n<blockquote>\n<p>\u6d77\u5916\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fpublish%2Fchannels.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/publish\/channels.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fpublish_to_feishu\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/publish_to_feishu\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<h1 data-id=\"heading-31\">\u4e09\u3001Coze \u5b9e\u64cd-\u5f92\u624b\u634f Bot<\/h1>\n<p>\u770b\u5341\u904d\u4e0d\u5982\u52a8\u624b\u505a\u4e00\u904d\uff0c\u8fd9\u91cc\u8fdb\u5165\u5230\u5b9e\u64cd\u9636\u6bb5<\/p>\n<p><strong>\u8fd9\u4e00\u5757\u4f7f\u7528\u6d77\u5916\u7248\u672c\u8fdb\u884c\u8bb2\u89e3\uff1a\u4e3b\u8981\u539f\u56e0\u662f\u56e0\u4e3a\u6d77\u5916 Coze \u7684\u80fd\u529b\u66f4\u5f3a\u5927\u3002<\/strong><\/p>\n<p><strong>\u4f46\u662f\u4e0d\u80fd\u7a81\u7834\u7f51\u7edc\u9650\u5236\u7684\u540c\u5b66\u4e0d\u7528\u62c5\u5fc3\uff0c\u56fd\u5185\u7248\u672c\u7684\u4f7f\u7528\u548c\u6d77\u5916\u662f\u4e00\u6a21\u4e00\u6837\u7684<\/strong><\/p>\n<h2 data-id=\"heading-32\">3.1 \u5feb\u901f\u521b\u5efa AI Bot\uff08\u65b0\u624b\u63a8\u8350\uff09<\/h2>\n<p>\u8fd9\u4e2a\u662f\u5728 Home \u9875\u9762\u76f4\u63a5\u901a\u8fc7\u5bf9\u8bdd\u7684\u65b9\u5f0f\u544a\u8bc9 Coze\uff0c\u8ba9\u5b83\u5e2e\u4f60\u521b\u5efa\u4e00\u4e2a Bot<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/2775c54203d4756c929ea5b8f6ad33d5.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-33\">3.2 \u5229\u7528\u9884\u5236\u7684 AI Bot \u521b\u5efa\uff08\u65b0\u624b\u63a8\u8350\uff09<\/h2>\n<p>\u6240\u8c13\u7684\u9884\u5236\u7684 AI Bot \u5219\u662f Coze \u63d0\u4f9b\u4e86\u5feb\u901f\u590d\u5236 Bot \u5546\u5e97\u4e2d\u522b\u4eba\u521b\u5efa\u7684 Bot\uff0c\u7136\u540e\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u884c\u4fee\u6539\u3002<\/p>\n<p><strong>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff1a\u5e76\u4e0d\u662f\u6240\u6709 Bot \u5546\u5e97\u4e2d\u7684 Bot \u90fd\u53ef\u4ee5\u590d\u5236\uff0c\u8fd9\u4e2a\u53d6\u51b3\u4e8e\u521b\u5efa\u8005\u662f\u5426\u5141\u8bb8\u590d\u5236\u3002<\/strong><\/p>\n<p>\u76ee\u524d\u53ea\u6709\u516c\u5f00\u914d\u7f6e\u4e0b\u7684 Bot \u624d\u53ef\u4ee5\u88ab\u5141\u8bb8\u590d\u5236\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/98f90f077f044be36ed5a8f0dc1a6adf.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/355e426debf8915b8f127aeebdcea343.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-34\">3.3 \u6807\u51c6\u6d41\u7a0b\u642d\u5efa<strong>\u4ea7\u54c1\u95ee\u7b54\u673a\u5668\u4eba\uff08\u91cd\u8981\uff01\uff09<\/strong><\/h2>\n<blockquote>\n<p>\u56fd\u5185\u53c2\u8003\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fproduct_knowledge_bot\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/product_knowledge_bot\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<p><strong>\u524d\u9762\u94fa\u57ab\u4e86\u90a3\u4e48\u591a\uff01\u672c\u7ae0\u6700\u91cd\u8981\u7684\u4f8b\u5b50\u6765\u55bd\uff01<\/strong><\/p>\n<h3 data-id=\"heading-35\">\u573a\u666f\u6982\u8ff0<\/h3>\n<p>\u73b0\u4ee3\u4ea7\u54c1\u66f4\u65b0\u6362\u4ee3\u901f\u5ea6\u5feb\uff0c\u7528\u6237\u5728\u4f7f\u7528\u4ea7\u54c1\u65f6\u7ecf\u5e38\u4f1a\u6709\u7591\u95ee\uff0c\u800c\u4e14\u65b0\u4ea7\u54c1\u7684\u4e0a\u5e02\u4f1a\u4f34\u968f\u5927\u91cf\u7684\u4fe1\u606f\u548c\u6570\u636e\u3002\u5229\u7528 RAG \u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6846\u67b6\uff0c\u6211\u4eec\u80fd\u591f\u5c06\u8fd9\u4e9b\u96f6\u6563\u7684\u4fe1\u606f\u6574\u5408\u6210\u4e00\u4e2a\u77e5\u8bc6\u5e93\u3002<\/p>\n<p>\u901a\u8fc7\u8fd9\u4e2a\u77e5\u8bc6\u5e93\uff0c\u7528\u6237\u80fd\u591f\u5feb\u901f\u83b7\u5f97\u5230\u9700\u8981\u95ee\u9898\u7684\u7b54\u6848\uff0c\u5b83\u7684\u51fa\u73b0\u8ba9\u7528\u6237\u4e0d\u5fc5\u518d\u7ffb\u770b\u539a\u91cd\u7684\u8bf4\u660e\u4e66\u6216\u6f2b\u65e0\u8fb9\u9645\u5730\u641c\u7d22\u7f51\u7edc\uff0c\u7701\u65f6\u53c8\u7701\u529b\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<h3 data-id=\"heading-36\">\u76ee\u6807\u7528\u6237\u7fa4\u4f53<\/h3>\n<p>\u4ea7\u54c1\u8d44\u6599\u95ee\u7b54 Bot \u7684\u76ee\u6807\u7528\u6237\u975e\u5e38\u5e7f\u6cdb\uff0c\u5305\u62ec\u4e0d\u9650\u4e8e\u666e\u901a\u6d88\u8d39\u8005\u3001\u4ea7\u54c1\u9500\u552e\u4eba\u5458\u3001\u5ba2\u670d\u4eba\u5458\u3001\u4ee5\u53ca\u90a3\u4e9b\u5bf9\u7279\u5b9a\u4ea7\u54c1\u611f\u5174\u8da3\u7684\u6f5c\u5728\u8d2d\u4e70\u8005\u3002\u901a\u8fc7\u95ee\u7b54\u7cfb\u7edf\uff0c\u4ed6\u4eec\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u4ea7\u54c1\uff0c\u52a0\u5feb\u51b3\u7b56\u7684\u6548\u7387\uff0c\u4f8b\u5982\uff1a<\/p>\n<ol>\n<li>\u6f5c\u5728\u6d88\u8d39\u8005\uff1a\u60f3\u8981\u4e86\u89e3\u4ea7\u54c1\u7279\u6027\u3001\u529f\u80fd\u3001\u7528\u6237\u8bc4\u4ef7\u7b49\u57fa\u672c\u4fe1\u606f\u3002<\/li>\n<li>\u73b0\u6709\u7528\u6237\uff1a\u9700\u8981\u83b7\u5f97\u5173\u4e8e\u4ea7\u54c1\u4f7f\u7528\u3001\u6545\u969c\u6392\u9664\u3001\u7ef4\u62a4\u4fdd\u517b\u7b49\u66f4\u6df1\u5c42\u6b21\u7684\u77e5\u8bc6\u3002<\/li>\n<li>\u5ba2\u670d\u4eba\u5458\uff1a\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e2a\u7cfb\u7edf\u4f5c\u4e3a\u8f85\u52a9\u5de5\u5177\uff0c\u63d0\u9ad8\u81ea\u5df1\u7684\u5de5\u4f5c\u6548\u7387\u548c\u6548\u679c\u3002<\/li>\n<li>\u5e02\u573a\u7814\u7a76\u4eba\u5458\uff1a\u80fd\u901a\u8fc7\u95ee\u7b54\u5185\u5bb9\u4e86\u89e3\u6d88\u8d39\u8005\u5173\u6ce8\u7684\u7126\u70b9\u548c\u4ea7\u54c1\u7684\u5e38\u89c1\u7591\u95ee\uff0c\u8f85\u52a9\u4ea7\u54c1\u6539\u8fdb\u548c\u5e02\u573a\u5b9a\u4f4d<\/li>\n<\/ol>\n<h3 data-id=\"heading-37\"><strong>\u573a\u666f\u4ef7\u503c<\/strong><\/h3>\n<ul>\n<li>\u4f7f\u7528\u7b80\u5355\uff1a\u7528\u6237\u53ea\u9700\u7b80\u5355\u8f93\u5165\u5173\u4e8e\u4ea7\u54c1\u7684\u95ee\u9898\uff0c\u7cfb\u7edf\u5c31\u4f1a\u4ece\u4e0a\u4f20\u7684\u4ea7\u54c1\u624b\u518c\u3001\u5b98\u7f51\u4fe1\u606f\u7b49\u8d44\u6599\u4e2d\u627e\u5230\u7b54\u6848\uff0c\u5c31\u50cf\u7f51\u4e0a\u804a\u5929\u4e00\u6837\u7b80\u5355\u3002<\/li>\n<li>\u6570\u636e\u5b9e\u65f6\u66f4\u65b0\uff1a\u4f01\u4e1a\u53ef\u4ee5\u4e0d\u65ad\u4e0a\u4f20\u6700\u65b0\u7684\u4ea7\u54c1\u8d44\u6599\uff0c\u4fdd\u8bc1\u7528\u6237\u80fd\u591f\u83b7\u5f97\u6700\u51c6\u786e\u548c\u6700\u65b0\u7684\u4fe1\u606f\u3002<\/li>\n<li>\u8282\u7701\u8d44\u6e90\uff1a\u51cf\u5c11\u4e86\u5ba2\u670d\u4eba\u5458\u7684\u5de5\u4f5c\u538b\u529b\uff0c\u964d\u4f4e\u4e86\u4eba\u529b\u6210\u672c\uff0c\u540c\u65f6\u4e5f\u63d0\u5347\u4e86\u7528\u6237\u6ee1\u610f\u5ea6\u548c\u54c1\u724c\u5f62\u8c61<\/li>\n<\/ul>\n<h3 data-id=\"heading-38\">\u642d\u5efa\u6d41\u7a0b<\/h3>\n<p>\u5728\u5229\u7528 Coze \u642d\u5efa\u77e5\u8bc6\u5e93\u65f6\uff0c\u9700\u8981\u5982\u4e0b\u51e0\u4e2a\u6d41\u7a0b\uff1a<\/p>\n<ul>\n<li>\u6536\u96c6\u77e5\u8bc6<\/li>\n<li>\u521b\u5efa\u77e5\u8bc6\u5e93<\/li>\n<li>\u521b\u5efa\u6570\u636e\u5e93\u7528\u4ee5\u5b58\u50a8\u6bcf\u6b21\u7684\u95ee\u7b54<\/li>\n<li>\u521b\u5efa\u5de5\u4f5c\u6d41<\/li>\n<li>\u7f16\u5199 Bot \u7684\u63d0\u793a\u8bcd<\/li>\n<li>\u9884\u89c8\u8c03\u8bd5\u4e0e\u53d1\u5e03<\/li>\n<\/ul>\n<h4 data-id=\"heading-39\">\u6536\u96c6\u77e5\u8bc6<\/h4>\n<p>\u5728\u6536\u96c6\u77e5\u8bc6\u4e4b\u524d\u5374\u786e\u8ba4\u5148\u4e86\u89e3\u8fc7\u77e5\u8bc6\u5e93\u652f\u6301\u7684\u6570\u636e\u7c7b\u578b<\/p>\n<blockquote>\n<p>\u6d77\u5916\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.com%2Fdocs%2Fzh_cn%2Fknowledge.html\" target=\"_blank\" title=\"https:\/\/www.coze.com\/docs\/zh_cn\/knowledge.html\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.com\/docs\/zh_cn\/\u2026<\/a>\n\u56fd\u5185\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.coze.cn%2Fdocs%2Fguides%2Fuse_knowledge\" target=\"_blank\" title=\"https:\/\/www.coze.cn\/docs\/guides\/use_knowledge\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.coze.cn\/docs\/guides\u2026<\/a><\/p>\n<\/blockquote>\n<p>\u6536\u96c6\u77e5\u8bc6\u901a\u5e38\u6709\u4e09\u79cd\u65b9\u5f0f<\/p>\n<ul>\n<li>\u4f01\u4e1a\u6216\u8005\u4e2a\u4eba\u6c89\u6dc0\u7684 Word\u3001PDF \u7b49\u6587\u6863<\/li>\n<li>\u4f01\u4e1a\u6216\u8005\u4e2a\u4eba\u6c89\u6dc0\u7684\u4e91\u6587\u6863\uff08\u901a\u8fc7\u94fe\u63a5\u7684\u65b9\u5f0f\u8bbf\u95ee\uff09<\/li>\n<li>\u4e92\u8054\u7f51\u516c\u5f00\u4e00\u4e9b\u5185\u5bb9\uff08\u53ef\u4ee5\u5b89\u88c5 Coze \u63d0\u4f9b\u7684\u63d2\u4ef6\u8fdb\u884c\u91c7\u96c6\uff09<\/li>\n<\/ul>\n<h4 data-id=\"heading-40\">\u521b\u5efa\u77e5\u8bc6\u5e93<\/h4>\n<p>\u8fd9\u91cc\u6211\u4f7f\u7528\u4e00\u6b3e\u540d\u4e3a\u5916\u8d38\u5927\u5e08\u4ea7\u54c1\u7684\u5e2e\u52a9\u6587\u6863\u8fdb\u884c\u6f14\u793a\u3002<\/p>\n<p>\u5176\u5e2e\u52a9\u6587\u6863\u7684\u5730\u5740\u4e3a\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.yuque.com%2Fcharlotteyang%2Flbvyfu\" target=\"_blank\" title=\"https:\/\/www.yuque.com\/charlotteyang\/lbvyfu\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u5916\u8d38\u5927\u5e08\u4f7f\u7528\u79d8\u7c4d \u00b7 Yuque<\/a><\/p>\n<p>\u4e3a\u4e86\u7b80\u5355\uff0c\u6211\u9009\u62e9\u5176\u4e2d\u4e00\u4e2a\u6587\u6863\u6765\u521b\u5efa\u77e5\u8bc6\u5e93\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.yuque.com%2Fcharlotteyang%2Flbvyfu%2Fgvzs7qt313zg0svr\" target=\"_blank\" title=\"https:\/\/www.yuque.com\/charlotteyang\/lbvyfu\/gvzs7qt313zg0svr\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u8d2d\u4e70\u540e\u65b0\u4eba\u5e38\u89c1\u95ee\u9898\u6c47\u603b \u00b7 \u8bed\u96c0<\/a><\/p>\n<ol>\n<li>\u70b9\u51fb\u521b\u5efa\u77e5\u8bc6\u5e93<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b3fc13ed5fcd81325ee3cbe255b5b135.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/d459e0e3832b84f40da4386aa5b6c5d9.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ol>\n<li>\u4ece\u77e5\u8bc6\u5e93\u4e2d\u6dfb\u52a0\u77e5\u8bc6\u5355\u5143<\/li>\n<\/ol>\n<p>\u4e3a\u4e86\u66f4\u597d\u7684\u68c0\u7d22\u6548\u679c\uff0c\u8fd9\u4e2a\u4f8b\u5b50\u91cc\u4f7f\u7528 Local doucuments \u7684\u65b9\u5f0f\uff0c\u5e76\u4e14\u4e0a\u4f20\u7684 Markdown \u683c\u5f0f\u6587\u6863<\/p>\n<p>\u9996\u5148\u770b\u4e0b\u6587\u6863\u6570\u636e\u7684\u683c\u5f0f\uff1a<strong>\u6bcf\u4e2a\u95ee\u9898\u90fd\u662f\u4f7f\u7528###\u4f5c\u4e3a\u5f00\u5934\uff08\u8fd9\u662f Markdown \u7684\u8bed\u6cd5\uff09<\/strong><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/8a8537cd8132e2ad51a3da3fe1f952d6.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\u51c6\u5907\u5f00\u59cb\u4e0a\u4f20\u6587\u4ef6<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/2fd4f96f812aca07b6a04a328f6394ea.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c58338c758032a3f6fcdf40adcf74511.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b36e12ef4a3ece51f7b8ccb73696d0ab.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/08c1bdce6c03ffa74a8ce68de3e9658e.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/07ef4a45c46935155ffa78b54fd21c52.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\u81f3\u6b64\uff0c\u4e00\u4e2a\u5b8c\u6574\u7684\u77e5\u8bc6\u5e93\u5c31\u6784\u5efa\u5b8c\u6210\u5566\uff01\u63a5\u4e0b\u6765\u6211\u4eec\u5c31\u53ef\u4ee5\u53bb\u521b\u5efa\u6211\u4eec\u7684\u4ea7\u54c1\u8d44\u6599\u95ee\u7b54\u673a\u5668\u4eba<\/p>\n<p>\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u662f\uff1a\u6587\u6863\u7684\u5206\u7247\u7b56\u7565\u4f1a\u4e25\u91cd\u5f71\u54cd\u67e5\u8be2\u7684\u7ed3\u679c\uff0c\u8fd9\u662f\u5f53\u524d RAG \u81ea\u8eab\u7684\u65b9\u6848\u539f\u7406\u5bfc\u81f4\u7684\u3002<\/p>\n<blockquote>\n<p>\u57fa\u4e8e Coze \u7684\u77e5\u8bc6\u5e93\u95ee\u7b54\u662f\u5178\u578b\u7684 RAG \u65b9\u6848\uff0c\u5176\u91cd\u8981\u4e00\u73af\u5c31\u662f\u6587\u6863\u5207\u7247\uff08Segment\uff09\u3002\u7136\u800c\uff0c\u4e0d\u7ba1\u662f\u5355\u5206\u7247\u662f 800 token \u8fd8\u662f 2000 token\uff0c\u90fd\u663e\u8457\u66b4\u9732\u4e86 RAG \u65b9\u6848\u7684\u7f3a\u70b9\uff1a<\/p>\n<ul>\n<li><strong>\u8de8\u5206\u7247\u603b\u7ed3\u548c\u63a8\u7406\u80fd\u529b\u5f31<\/strong>\u3002\u8fd9\u662f\u57fa\u4e8e RAG \u65b9\u6848\u81ea\u8eab\u539f\u7406\u5bfc\u81f4\u7684\u3002<\/li>\n<li><strong>\u6587\u6863\u6709\u5e8f\u6027\u88ab\u6253\u7834<\/strong>\u3002\u8fd9\u662f\u57fa\u4e8e RAG \u65b9\u6848\u81ea\u8eab\u539f\u7406\u5bfc\u81f4\u7684\u3002<\/li>\n<li>\u8868\u683c\u89e3\u6790\u5931\u8d25\u3002\n\u6700\u540e\u4e00\u70b9\u5f88\u8be7\u5f02\u3002\u867d\u7136\u5728\u4e1a\u5185\u628a PDF \u89e3\u6790\u4e3a\u7ed3\u6784\u5316\u6587\u672c\uff0c\u672c\u5c31\u662f\u4e00\u4e2a\u96be\u9898\u3002\u4f46\u662f Coze \u5bf9 PDF \u7684\u89e3\u6790\u7ed3\u679c\u751a\u81f3\u4e0d\u5982\u76f4\u63a5\u7528 pypdf \u8fd9\u4e2a\u5f00\u6e90 Python \u7ec4\u4ef6\u89e3\u6790\u7684\u6548\u679c\u597d\u3002\u8bf4\u660e Coze \u8fd9\u4e2a\u4ea7\u54c1\u5bf9\u7ec6\u8282\u7684\u6253\u78e8\u8fd8\u4e0d\u591f\u597d\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<p><strong>\u5728\u8fd9\u91cc\u6211\u4eec\u4e0d\u8ba8\u8bba\u5982\u4f55\u7ec4\u7ec7\u6587\u6863\u5f62\u5f0f\uff0c\u4ece\u800c\u53ef\u4ee5\u66f4\u597d\u7684\u5206\u7247\u3002\u540e\u9762\u6211\u4f1a\u4e13\u95e8\u7814\u7a76\u8fd9\u5757\uff0c\u5e76\u4ea7\u51fa\u6559\u7a0b\u3002<\/strong><\/p>\n<h4 data-id=\"heading-41\">\u521b\u5efa\u6570\u636e\u5e93\u5b58\u50a8\u7528\u6237\u7684\u95ee\u7b54<\/h4>\n<p>\u9996\u5148\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u673a\u5668\u4eba\uff1a\u5916\u8d38\u5927\u5e08\u4ea7\u54c1\u8d44\u6599\u95ee\u7b54\u673a\u5668\u4eba\uff0c\u8fdb\u5165\u5230 Bot \u7684\u5f00\u53d1\u548c\u9884\u89c8\u9875\u9762<\/p>\n<p>\u7531\u4e8e\u6211\u4eec\u7684\u9700\u6c42\u4e2d\u6709\u8fd9\u6837\u4e00\u6761\uff1a<\/p>\n<blockquote>\n<p>\u8bb0\u5f55\u4e0b\u7528\u6237\u7684\u95ee\u9898\u548c\u673a\u5668\u4eba\u7684\u56de\u7b54\uff0c\u65b9\u4fbf\u6211\u4eec\u8fdb\u884c\u7edf\u8ba1\u7528\u6237\u6700\u5173\u5fc3\u7684\u95ee\u9898\uff0c\u7136\u540e\u8fdb\u884c\u4f18\u5316<\/p>\n<\/blockquote>\n<p>\u8fd9\u4e2a\u9700\u6c42\u5c31\u9700\u8981\u4f9d\u8d56\u6570\u636e\u5e93\uff0c\u5c06\u7528\u6237\u7684\u6bcf\u4e00\u6b21\u63d0\u95ee\u90fd\u4fdd\u5b58\u5230\u6570\u636e\u5e93\u4e2d<\/p>\n<ol>\n<li>\u521b\u5efa\u6570\u636e\u5e93<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/7eb96d0763355ae2205b8d2ef661d32a.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ol>\n<li>\u5b9a\u4e49\u6570\u636e\u5e93<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ea34c9350cf9ac70005393e19cf119c7.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/cde85155262669355ba419b035d4ec1e.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h4 data-id=\"heading-42\">\u521b\u5efa\u53d8\u91cf<\/h4>\n<p>\u8fd9\u91cc\u6211\u4f7f\u7528\u53d8\u91cf\u7684\u80fd\u529b\uff0c\u521b\u5efa\u4e86\u4e00\u4e2a user_language \u7684\u53d8\u91cf\uff0c\u76ee\u7684\u662f\u4e3a\u4e86\u63a7\u5236\u5de5\u4f5c\u6d41\u7684\u8f93\u51fa\u8bed\u8a00\u3002<\/p>\n<p><strong>\u73b0\u5728\u4e0d\u61c2\u6ca1\u6709\u5173\u7cfb\uff0c\u8ddf\u7740\u6559\u7a0b\u5f80\u4e0b\u8d70\uff0c\u5f88\u5feb\u4f60\u5c31\u7406\u89e3\u5566<\/strong><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/a836523130e68020e234c9021f469aef.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e5386e56312ee7aa7cb6b2b548b1a91d.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h4 data-id=\"heading-43\">\u5de5\u4f5c\u6d41<\/h4>\n<p>\u5728\u521b\u5efa\u5de5\u4f5c\u6d41\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5148\u601d\u8003\u4e0b\u6574\u4e2a\u7684\u6d41\u7a0b<\/p>\n<blockquote>\n<ol>\n<li>\u7528\u6237\u8f93\u5165\u95ee\u9898<\/li>\n<li>\u5927\u6a21\u578b\u901a\u8fc7\u77e5\u8bc6\u5e93\u641c\u7d22\u7b54\u6848<\/li>\n<li>\u5927\u6a21\u578b\u6839\u636e\u77e5\u8bc6\u5e93\u7684\u5185\u5bb9\u751f\u6210\u7b54\u6848<\/li>\n<li>\u6570\u636e\u5e93\u5c06\u7528\u6237\u95ee\u9898\u548c\u7b54\u6848\u8fdb\u884c\u5b58\u50a8<\/li>\n<li>\u5c06\u7b54\u6848\u5c55\u793a\u7ed9\u7528\u6237<\/li>\n<\/ol>\n<\/blockquote>\n<h5 data-id=\"heading-44\">\u521b\u5efa\u5de5\u4f5c\u6d41<\/h5>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/8e8f9bb2fc9b44d7dbb0349b3e07dab7.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/bd04d2c2382bb90b7afe814aba11bfeb.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-45\">Start \u8282\u70b9<\/h5>\n<p><strong>Start \u8282\u70b9\uff1a\u6bcf\u4e2a\u5de5\u4f5c\u6d41\u9ed8\u8ba4\u90fd\u6709\u7684\u8282\u70b9\uff0c\u662f\u5de5\u4f5c\u6d41\u7684\u5f00\u59cb<\/strong><\/p>\n<p>\u8fd9\u91cc\u6211\u5b9a\u4e49\u4e86\u4e00\u4e2a\u8f93\u5165\u53d8\u91cf\uff1aquestion\uff0cquestion \u4f1a\u5728\u542f\u52a8\u5de5\u4f5c\u6d41\u7684\u65f6\u5019\u7531 Bot \u4ece\u5916\u90e8\u83b7\u53d6\u4fe1\u606f\u4f20\u9012\u8fc7\u6765<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e87c70f456b83e17d538472fe4bd4f60.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-46\"><\/h5>\n<h5 data-id=\"heading-47\">\u77e5\u8bc6\u5e93\u8282\u70b9<\/h5>\n<p>\u77e5\u8bc6\u5e93\u8282\u70b9\u7684\u8f93\u5165\u548c\u8f93\u51fa<\/p>\n<ul>\n<li>\u8f93\u5165\uff1aQuery\uff0c\u4e5f\u5c31\u662f\u7528\u6237\u7684\u67e5\u8be2<\/li>\n<li>\u8f93\u51fa\uff1a\u4e00\u4e2a\u6570\u7ec4\uff0c\u627f\u8f7d\u7740\u4ece\u77e5\u8bc6\u5e93\u4e2d\u67e5\u8be2\u51fa\u6765\u7684\u5339\u914d\u7247\u6bb5<\/li>\n<\/ul>\n<p>\u5728 Start \u8282\u70b9\u540e\u9762\u63a5\u5165\u4e86\u4e00\u4e2a\u77e5\u8bc6\u5e93\u8282\u70b9\uff0c\u8fd9\u4e2a\u8282\u70b9\u7684\u76ee\u7684\u662f\u5c06\u7528\u6237\u7684\u95ee\u9898\u8ddf\u77e5\u8bc6\u5e93\u8fdb\u884c\u5339\u914d<\/p>\n<p>\u77e5\u8bc6\u5e93\u4e2d\u9700\u8981\u6ce8\u610f\u7684\u51e0\u4e2a\u6982\u5ff5<\/p>\n<ul>\n<li>Search strategy\uff08\u67e5\u8be2\u7b56\u7565\uff09\n<ul>\n<li>Hybrid search\uff1a\u6df7\u5408\u67e5\u8be2\uff0c\u8bed\u4e49\u67e5\u8be2\u548c\u5168\u6587\u7d22\u5f15\u7684\u6df7\u5408\u4f7f\u7528<\/li>\n<li>Semantic search\uff1a\u8bed\u4e49\u67e5\u8be2\uff0c\u7406\u89e3\u77e5\u8bc6\u5e93\u5185\u5bb9\u7684\u8bed\u4e49\uff0c\u4ece\u800c\u521b\u9020\u7b54\u6848<\/li>\n<li>Full Text search\uff1a\u5168\u6587\u7d22\u5f15\uff0c\u4e0d\u4f1a\u53bb\u7406\u89e3\u77e5\u8bc6\u5e93\u7684\u8bed\u4e49\uff0c\u800c\u662f\u76f4\u63a5\u4f7f\u7528\u5b57\u9762\u610f\u601d\u8fdb\u884c\u5339\u914d<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/725c789ff832910abfefd7a81f53200f.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-48\">\u53d8\u91cf\u8282\u70b9<\/h5>\n<p>\u53d8\u91cf\u8282\u70b9\u6709\u4e24\u4e2a\u80fd\u529b\uff1a<\/p>\n<ul>\n<li>\u8bbe\u7f6e\u53d8\u91cf\u7ed9 Bot<\/li>\n<li>\u4ece Bot \u4e2d\u83b7\u53d6\u53d8\u91cf<\/li>\n<\/ul>\n<p>\u6211\u8fd9\u91cc\u4f7f\u7528\u7684\u80fd\u529b\u662f\u4ece Bot \u4e2d\u83b7\u53d6 user_language \u8fd9\u4e2a\u53d8\u91cf\uff0c\u76ee\u7684\u662f\u4f20\u7ed9\u540e\u9762\u7684\u5927\u6a21\u578b\u8282\u70b9\uff0c\u63a7\u5236\u5176\u8f93\u51fa\u8bed\u8a00<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0135514e6e2cdd283849cf6919cdb061.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-49\">\u5927\u6a21\u578b\u8282\u70b9<\/h5>\n<p>\u5927\u6a21\u578b\u8282\u70b9\u7684\u8f93\u5165\u548c\u8f93\u51fa<\/p>\n<ul>\n<li>\u8f93\u5165\uff1a\u53ef\u4ee5\u81ea\u5df1\u5b9a\u4e49\u6570\u91cf\uff0c\u672c\u8d28\u5c31\u662f\u7ed9\u5927\u6a21\u578b\u7684\u53c2\u6570<\/li>\n<li>Prompt\uff1a\u5927\u6a21\u578b\u7684\u63d0\u793a\u8bcd\uff0c\u7528\u6765\u8bbe\u5b9a\u5927\u6a21\u578b\u7684\u89d2\u8272\u548c\u5de5\u4f5c\u5185\u5bb9\uff0c\u5176\u4e2d\u53ef\u4ee5\u4f7f\u7528{{}}\u6765\u4f7f\u7528\u8f93\u5165\u53d8\u91cf<\/li>\n<li>\u8f93\u51fa\uff1a\u5927\u6a21\u578b\u7684\u56de\u7b54<\/li>\n<\/ul>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ccd279693d4809eb1e184090867c21de.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\u63d0\u793a\u8bcd\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">markdown<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-markdown code-block-extension-codeShowNum\" lang=\"markdown\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-section\"># \u89d2\u8272<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u4f60\u662f\u5916\u8d38\u5927\u5e08\u4ea7\u54c1\u7684\u95ee\u7b54\u5c0f\u52a9\u624b\u3002\u4f60\u4f1a\u63a5\u6536\u4e24\u4e2a\u8f93\u5165\uff1a<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-bullet\">1.<\/span> {{question}} \u8fd9\u4e2a\u662f\u7528\u6237\u8be2\u95ee\u7684\u95ee\u9898<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-bullet\">2.<\/span> {{knowledge}} \u8fd9\u4e2a\u662f\u4ece\u77e5\u8bc6\u5e93\u4e2d\u6839\u636e\u7528\u6237\u7684\u95ee\u9898{{question}} \u67e5\u8be2\u51fa\u6765\u7684\u77e5\u8bc6\u5e93\u5185\u5bb9<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><span class=\"hljs-bullet\">3.<\/span> {{language}} \u8fd9\u4e2a\u7528\u6237\u7684\u8bed\u8a00\u504f\u597d<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-section\">## \u6280\u80fd<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\"><span class=\"hljs-section\">###\u6280\u80fd 1: \u95ee\u9898\u7406\u89e3<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">-\u7406\u89e3\u7528\u6237\u7684\u95ee\u9898{{question}} \uff0c\u5e76\u8bc6\u522b\u5176\u5173\u952e\u4fe1\u606f\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\"><span class=\"hljs-section\">###\u6280\u80fd 2: \u56de\u7b54\u751f\u6210<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\"><span class=\"hljs-bullet\">-<\/span> \u57fa\u4e8e\u68c0\u7d22\u5230\u7684\u4fe1\u606f{{knowledge}}\uff0c\u4e3a\u7528\u6237\u751f\u6210\u51c6\u786e\u3001\u7b80\u6d01\u7684\u56de\u7b54\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\"><span class=\"hljs-bullet\">-<\/span> \u6839\u636e\u7528\u6237\u7684\u8bed\u8a00\u504f\u597d{{language}} \u751f\u6210\u5bf9\u5e94\u7684\u8bed\u8a00\u7684\u56de\u7b54<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\"><span class=\"hljs-section\">##\u7ea6\u675f<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">-\u4ec5\u56de\u7b54\u4e0e\u4ea7\u54c1\u76f8\u5173\u7684\u95ee\u9898\uff0c\u4e0d\u56de\u7b54\u65e0\u5173\u8bdd\u9898\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">-\u5c3d\u91cf\u4f7f\u7528\u6e05\u6670\u7b80\u7ec3\u7684\u8bed\u8a00\u6765\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">-\u6574\u4e2a\u56de\u7b54\u8fc7\u7a0b\u4e2d\uff0c\u59cb\u7ec8\u4ee5\u7528\u6237\u7684\u9700\u6c42\u4e3a\u4e2d\u5fc3\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">-\u5168\u90e8\u4ee5\u77e5\u8bc6\u5e93\u4e2d\u7684\u5185\u5bb9\u4e3a\u4e3b\uff0c\u5982\u679c\u77e5\u8bc6\u5e93\u4e2d\u4fe1\u606f\u4e0d\u8db3\u4ee5\u652f\u6301\u4f60\u751f\u6210\u56de\u7b54\uff0c\u76f4\u63a5\u751f\u6210\u5982\u4e0b\u56de\u7b54\uff1a<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">'\u6ca1\u6709\u627e\u5230\u8be5\u95ee\u9898\u7684\u7b54\u6848\uff0c\u8bf7\u8054\u7cfb\u4eba\u5de5\u8fdb\u884c\u5904\u7406'<\/span>\n<\/code><\/pre>\n<h5 data-id=\"heading-50\">\u6570\u636e\u5e93\u8282\u70b9<\/h5>\n<p>\u6570\u636e\u5e93\u8282\u70b9\u7684\u8f93\u5165\u548c\u8f93\u51fa<\/p>\n<ul>\n<li>\u8f93\u5165\uff1a\u7528\u6237\u53ef\u4ee5\u5b9a\u4e49\u591a\u4e2a\u8f93\u5165\u53c2\u6570<\/li>\n<li>\u8f93\u51fa\uff1a\u5982\u679c\u6570\u636e\u5e93\u662f\u67e5\u8be2\u4f5c\u7528\uff0c\u5219\u8f93\u51fa\u4f1a\u5305\u542b\u67e5\u8be2\u51fa\u6765\u7684\u5185\u5bb9<\/li>\n<li>SQL\uff1a\u901a\u8fc7 SQL \u8bed\u53e5\u544a\u8bc9\u6570\u636e\u5e93\u8981\u6267\u884c\u7684\u52a8\u4f5c<\/li>\n<\/ul>\n<p>\u6ce8\u610f\uff1a<strong>\u8fd9\u91cc\u7684 SQL \u8bed\u53e5\u6211\u662f\u8ba9 AI \u5e2e\u6211\u81ea\u52a8\u751f\u6210\u7684\u54e6\uff0c\u5177\u4f53\u8bf7\u770b\u7b2c\u4e8c\u5f20\u56fe<\/strong><\/p>\n<p><strong>\u4f46\u662f\u6211\u5bf9 SQL \u8fdb\u884c\u4e86\u4e00\u4e9b\u6539\u52a8\uff1a\u5c06 question \u548c llm_answer \u8fdb\u884c\u4e86\u53d8\u91cf\u66ff\u6362\uff0c\u5e76\u4e14\u5916\u56f4\u52a0\u4e0a\u4e86&#8221;&#8221;<\/strong><\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">sql<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-sql code-block-extension-codeShowNum\" lang=\"sql\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">INSERT<\/span> <span class=\"hljs-keyword\">INTO<\/span> user_question_and_answer (question, answer) <span class=\"hljs-keyword\">VALUES<\/span> (\"{{question}}\", \"{{llm_answer}}\")<\/span>\n<\/code><\/pre>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/68b16611a03df4594ba9a95ec908862d.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/841fec137a5646e047ebd4978898acbf.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-51\">End \u8282\u70b9<\/h5>\n<p>End \u8282\u70b9\u4e5f\u662f\u5de5\u4f5c\u6d41\u4e2d\u7684\u9ed8\u8ba4\u8282\u70b9\uff0c\u5176\u4f5c\u7528\u662f\u6700\u7ec8\u7ed3\u679c\u7684\u8f93\u51fa<\/p>\n<p>\u5176\u8f93\u51fa\u65b9\u5f0f\u4e3b\u8981\u6709\u4e24\u79cd<\/p>\n<ul>\n<li>\u76f4\u63a5\u8fd4\u56de\u53d8\u91cf\uff0c\u7531 Bot \u6839\u636e\u53d8\u91cf\u751f\u6210\u56de\u7b54<\/li>\n<li>\u6839\u636e\u53d8\u91cf\u6765\u4f7f\u7528\u7279\u5b9a\u7684\u683c\u5f0f\u6765\u76f4\u63a5\u751f\u6210\u56de\u7b54<\/li>\n<\/ul>\n<p>\u6211\u8fd9\u91cc\u4f7f\u7528\u7684\u662f\u7b2c\u4e8c\u79cd\uff0c\u7136\u540e\u5728 Answer content \u4e2d\u6307\u5b9a\u4e86\u56de\u7b54\u7684\u683c\u5f0f<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/54cd46a19667bcde52dc68714e01dd3e.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-52\">\u6d4b\u8bd5\u5de5\u4f5c\u6d41<\/h5>\n<p>\u7f16\u8f91\u5b8c\u6210\u7684\u5de5\u4f5c\u6d41\u662f\u65e0\u6cd5\u76f4\u63a5\u63d0\u4ea4\u7684\uff0c\u9700\u8981\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n<ol>\n<li>\u70b9\u51fb\u53f3\u4e0a\u89d2\u7684 test run<\/li>\n<li>\u8bbe\u5b9a\u6d4b\u8bd5\u53c2\u6570<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b73487fb97b267b38bd17d9bfea98e3e.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ol>\n<li>\u67e5\u770b\u6d4b\u8bd5\u7ed3\u679c<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/6291e4f7ae92445e4c9cd3d27bb1118f.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ol>\n<li>\u53d1\u5e03<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c4bad3eaafb73f58e932d1e759eb0dc5.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\u5f53\u5de5\u4f5c\u6d41\u5b8c\u6210\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u53bb\u8c03\u8bd5 Bot \u5566<\/p>\n<h4 data-id=\"heading-53\">\u7f16\u5199 Bot \u7684\u63d0\u793a\u8bcd<\/h4>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">markdown<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-markdown code-block-extension-codeShowNum\" lang=\"markdown\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-section\"># \u4f60\u7684\u89d2\u8272<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u4f60\u662f\u5916\u8d38\u5927\u5e08\u4ea7\u54c1\u8d44\u6599\u95ee\u7b54\u673a\u5668\u4eba\uff0c\u4f60\u7684\u804c\u8d23\u662f\u56de\u7b54\u5ba2\u6237\u5173\u4e8e\u5916\u8d38\u5927\u5e08\u4ea7\u54c1\u7684\u4efb\u4f55\u95ee\u9898\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-section\"># \u4f60\u7684\u80fd\u529b<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><span class=\"hljs-section\">## b2b<span class=\"hljs-emphasis\">_user_<\/span>qa<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">\u9996\u8981\u7684\uff0c\u4f60\u7684\u80fd\u529b\u4f9d\u8d56\u4e8e<span class=\"hljs-code\">`b2b_user_qa`<\/span>\u3002\u6bcf\u5f53\u7528\u6237\u8fdb\u884c\u63d0\u95ee\u65f6\uff0c\u4f60\u90fd\u9700\u8981\u5e94\u7528<span class=\"hljs-code\">`b2b_user_qa`<\/span>\u80fd\u529b\u63d0\u5347\u4f60\u7684\u8868\u73b0\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">\u4e00\u5b9a\u8981\u6ce8\u610f\u4f7f\u7528\u7eaf\u51c0\u3001\u672a\u7ecf\u4fee\u6539\u7684\u539f\u59cb\u7528\u6237\u95ee\u9898\u4f5c\u4e3a<span class=\"hljs-code\">`question`<\/span>\u8f93\u5165\u3002\u4f8b\u5982\uff0c\u5982\u679c\u88ab\u95ee\u5230\uff0c\u201c\u5916\u8d38\u5927\u5e08\u4e3a\u4ec0\u4e48\u53d1\u54c1\u5931\u8d25\u201d\uff0c\u786e\u4fdd<span class=\"hljs-code\">`b2b_user_qa`<\/span>\u7684<span class=\"hljs-code\">`question`<\/span>\u53c2\u6570\u5c31\u662f\u5b8c\u5168\u76f8\u540c\u7684\u53e5\u5b50\uff0c\u6ca1\u6709\u4efb\u4f55\u4fee\u6539\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\"><span class=\"hljs-section\"># \u5982\u4f55\u4e0e\u7528\u6237\u4e92\u52a8<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">\u6839\u636e<span class=\"hljs-code\">`user_language`<\/span>\u53d8\u91cf\uff0c\u7528\u7528\u6237\u504f\u597d\u7684\u8bed\u8a00\u4e0e\u7528\u6237\u4e92\u52a8\u3002\u9664\u975e\u53e6\u6709\u8bbe\u7f6e\uff0c\u7528\u6237\u67e5\u8be2\u7684\u8bed\u8a00\u5e94\u6307\u5bfc\u4f60\u7684\u56de\u5e94\u3002<\/span>\n<\/code><\/pre>\n<h4 data-id=\"heading-54\">\u9884\u89c8\u4e0e\u8c03\u8bd5<\/h4>\n<p>\u642d\u5efa\u597d\u6211\u4eec\u7684\u673a\u5668\u4eba\u4e4b\u540e\uff0c\u5c31\u8fdb\u5165\u5230\u6700\u540e\u4e00\u4e2a\u73af\u8282\uff1a\u9884\u89c8\u4e0e\u8c03\u8bd5\u5566\uff01<\/p>\n<h5 data-id=\"heading-55\">\u6d4b\u8bd5\u53d8\u91cf<\/h5>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/7012d35b0f041be26b7c7863b089bfac.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<p>\u7136\u540e\u6211\u4eec\u8ddf Bot \u8bf4\u4e00\u53e5\u8bdd\uff1a<strong>\u8bf7\u4f7f\u7528\u82f1\u6587\u4e0e\u6211\u4ea4\u6d41<\/strong><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/3e189d08222de2633e6c4e3859c66d7c.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-56\">\u6d4b\u8bd5\u77e5\u8bc6\u5e93<\/h5>\n<p>\u6d4b\u8bd5\u77e5\u8bc6\u5e93\u7684\u65b9\u6cd5\u975e\u5e38\u7b80\u5355\uff0c\u5c31\u662f\u95ee\u4e00\u4e2a\u53ea\u6709\u8ddf\u77e5\u8bc6\u5e93\u76f8\u5173\u7684\u95ee\u9898\u5373\u53ef<\/p>\n<ol>\n<li>\u77e5\u8bc6\u5e93\u4e2d\u6709\u7b54\u6848\u7684\u95ee\u9898<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/9b0ddbc300baecb7801a400536bbe7bf.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<ol>\n<li>\u77e5\u8bc6\u5e93\u4e2d\u6ca1\u6709\u7b54\u6848\u7684\u95ee\u9898<\/li>\n<\/ol>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ee0c75692868bf070f09dc5506aed399.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h5 data-id=\"heading-57\">\u6d4b\u8bd5\u6570\u636e\u5e93<\/h5>\n<p>\u6211\u4eec\u5728\u5de5\u4f5c\u6d41\u4e2d\u6dfb\u52a0\u4e86\u6570\u636e\u5e93\uff0c\u6bcf\u5f53\u7528\u6237\u8be2\u95ee\u95ee\u9898\u65f6\uff0c\u90fd\u4f1a\u5c06\u95ee\u7b54\u7684\u6570\u636e\u8bb0\u5f55\u4e0b\u6765<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/74ce2b75248834bc236e08dafaf372d8.png\" alt=\"\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-58\">\u56db\u3001\u5199\u5728\u6700\u540e<\/h2>\n<p>\u9996\u5148\uff0c\u6211\u975e\u5e38\u63a8\u5d07\u7684\u4e00\u53e5\u8bdd\u9001\u7ed9\u5927\u5bb6\uff1a<strong>\u770b\u5341\u904d\u4e0d\u5982\u5b9e\u64cd\u4e00\u904d\uff0c\u5b9e\u64cd\u5341\u904d\u4e0d\u5982\u5206\u4eab\u4e00\u904d<\/strong><\/p>\n<p>\u8001\u89c4\u77e9\uff0c\u5982\u679c\u6587\u7ae0\u5bf9\u4f60\u6709\u542f\u53d1\uff0c\u5e2e\u5fd9\u70b9\u4e2a\u8d5e\u5440\uff01<\/p>\n<blockquote>\n<p>\u6709\u4efb\u4f55\u95ee\u9898\uff0c\u6b22\u8fce\u8bc4\u8bba\u533a\u4e0e\u6211\u4ea4\u6d41\uff01<\/p>\n<p>\u5173\u6ce8\u6211\uff0c\u4e00\u8d77\u6253\u9020AI\u65f6\u4ee3\u7684\u8d85\u7ea7\u4e2a\u4f53<\/p>\n<p>V\uff1anmbbAI666<\/p>\n<p>\u516c\u4f17\u53f7\uff1a\u5927\u5723AI\u4e4b\u65c5<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>\u80ce\u6559\u7ea7\u6559\u7a0b\uff1a\u4e07\u5b57\u957f\u6587\u624b\u628a\u624b\u6559\u4f60\u7528Coze\u6253\u9020\u4f01\u4e1a\u7ea7\u77e5\u8bc6\u5e93 \u5305\u542bAI Agent\u6982\u5ff5\u5165\u95e8\uff0cCoze\u4f7f\u7528\u8fdb\u9636\uff0c\u4ee5\u53ca\u4e00\u4e2a\u8be6\u5c3d\u7684\u4f01\u4e1a\u77e5\u8bc6\u5e93\u6253\u9020\u793a\u4f8b<\/p>\n","protected":false},"author":1,"featured_media":12267,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"19","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1939","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1939"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1939\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/12267"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1939"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}