{"id":7708,"date":"2024-10-27T03:51:21","date_gmt":"2024-10-26T19:51:21","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=7708"},"modified":"2024-12-21T09:58:28","modified_gmt":"2024-12-21T01:58:28","slug":"mindsearch","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/mindsearch\/","title":{"rendered":"MindSearch\uff1a\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u90e8\u7f72\u60a8\u81ea\u5df1\u7684 Perplexity \u641c\u7d22\u5f15\u64ce\uff01"},"content":{"rendered":"<p>MindSearch\u662f\u7531\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u63a8\u51fa\u7684\u4e00\u6b3e\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u65e8\u5728\u6a21\u62df\u4eba\u7c7b\u7684\u601d\u7ef4\u8fc7\u7a0b\u8fdb\u884c\u590d\u6742\u4fe1\u606f\u641c\u96c6\u4e0e\u6574\u5408\u3002\u8be5\u5de5\u5177\u7ed3\u5408\u4e86\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e0e\u641c\u7d22\u5f15\u64ce\u7684\u5148\u8fdb\u6280\u672f\uff0c\u901a\u8fc7\u591a\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u5b9e\u73b0\u5bf9\u4e0a\u767e\u4e2a\u7f51\u9875\u7684\u81ea\u4e3b\u4fe1\u606f\u641c\u96c6\u6574\u7406\uff0c\u5e76\u5728\u77ed\u65f6\u95f4\u5185\u7ed9\u51fa\u7efc\u5408\u56de\u7b54\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u95ed\u6e90LLM\uff08\u5982GPT\u3001Claude\uff09\u6216\u5f00\u6e90LLM\uff08\u5982InternLM2.5\u7cfb\u5217\u6a21\u578b\uff09\u6765\u90e8\u7f72\u81ea\u5df1\u7684\u641c\u7d22\u5f15\u64ce\u3002<\/p>\n<p>\u5176\u6838\u5fc3\u903b\u8f91\u662f\uff1a\u91c7\u7528\u591a\u667a\u80fd\u4f53\u6846\u67b6\u6765\u6a21\u62df\u4eba\u7c7b\u601d\u7ef4\u8fc7\u7a0b\uff0c\u5305\u62ec\u4e24\u4e2a\u5173\u952e\u7ec4\u4ef6\uff1aWebPlanner\uff08<strong>\u8ba1\u5212\u8005<\/strong>\uff09\u548c WebSearcher\uff08<strong>\u6267\u884c\u8005<\/strong>\uff09\u3002<\/p>\n<ul>\n<li>WebPlanner \u5c06\u7528\u6237\u7684\u95ee\u9898\u5206\u89e3\uff0c\u5e76\u6784\u5efa\u6709\u5411\u65e0\u73af\u56fe\uff08DAG\uff09\u6765\u5f15\u5bfc\u641c\u7d22\uff1b<\/li>\n<li>WebSearcher \u5219\u4ece\u4e92\u8054\u7f51\u4e0a\u68c0\u7d22\u5e76\u7b5b\u9009\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u7ed9\u5230 WebPlanner\uff1b<\/li>\n<li>WebPlanner \u6700\u7ec8\u7ed9\u51fa\u7ed3\u8bba\u3002<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"MindSearch\uff1a\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u90e8\u7f72\u60a8\u81ea\u5df1\u7684 Perplexity \u641c\u7d22\u5f15\u64ce\uff01-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/733c17bac0a7d78.jpg\" alt=\"MindSearch\uff1a\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u90e8\u7f72\u60a8\u81ea\u5df1\u7684 Perplexity \u641c\u7d22\u5f15\u64ce\uff01-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u667a\u80fd\u4f53\u6846\u67b6<\/strong>\uff1a\u901a\u8fc7\u591a\u4e2a\u667a\u80fd\u4f53\u534f\u540c\u5de5\u4f5c\uff0c\u5b9e\u73b0\u590d\u6742\u4fe1\u606f\u7684\u641c\u96c6\u4e0e\u6574\u5408\u3002<\/li>\n<li><strong>\u652f\u6301\u591a\u79cdLLM<\/strong>\uff1a\u517c\u5bb9\u95ed\u6e90\u548c\u5f00\u6e90\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u3002<\/li>\n<li><strong>\u591a\u79cd\u524d\u7aef\u63a5\u53e3<\/strong>\uff1a\u63d0\u4f9bReact\u3001Gradio\u3001Streamlit\u7b49\u591a\u79cd\u524d\u7aef\u63a5\u53e3\uff0c\u65b9\u4fbf\u7528\u6237\u4f7f\u7528\u3002<\/li>\n<li><strong>\u6df1\u5ea6\u77e5\u8bc6\u63a2\u7d22<\/strong>\uff1a\u901a\u8fc7\u6d4f\u89c8\u6570\u767e\u4e2a\u7f51\u9875\uff0c\u63d0\u4f9b\u5e7f\u6cdb\u4e14\u6df1\u5c42\u6b21\u7684\u7b54\u6848\u3002<\/li>\n<li><strong>\u900f\u660e\u7684\u89e3\u51b3\u65b9\u6848\u8def\u5f84<\/strong>\uff1a\u63d0\u4f9b\u601d\u8003\u8def\u5f84\u548c\u641c\u7d22\u5173\u952e\u8bcd\u7b49\u5b8c\u6574\u5185\u5bb9\uff0c\u63d0\u9ad8\u56de\u590d\u7684\u53ef\u4fe1\u5ea6\u548c\u53ef\u7528\u6027\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><strong>\u6280\u672f\u539f\u7406<\/strong><\/h2>\n<h3><strong>1\u3001WebPlanner\uff1a\u667a\u80fd\u89c4\u5212\u4e2d\u67a2<\/strong><\/h3>\n<p>WebPlanner \u662f MindSearch \u7684\u667a\u6167\u5927\u8111\uff0c\u5b83\u628a\u641c\u7d22\u4efb\u52a1\u6784\u5efa\u6210\u6709\u5411\u65e0\u73af\u56fe\uff08DAG\uff09\u3002\u63a5\u6536\u7528\u6237\u95ee\u9898\u540e\uff0c\u51ed\u501f\u8bed\u8a00\u6a21\u578b\u4ee3\u7801\u751f\u6210\u80fd\u529b\uff0c\u7528\u9884\u5b9a\u4e49\u539f\u5b50\u4ee3\u7801\u51fd\u6570\u62c6\u89e3\u95ee\u9898\u4e3a\u5b50\u95ee\u9898\u8282\u70b9\uff0c\u52fe\u52d2\u51fa\u95ee\u9898\u89e3\u51b3\u6846\u67b6\u3002\u5728\u641c\u7d22\u8fdb\u7a0b\u4e2d\uff0c\u4f9d\u636e WebSearcher \u53cd\u9988\uff0c\u7075\u6d3b\u5ef6\u5c55\u4e0e\u7ec6\u5316\u6b64\u56fe\uff0c\u52a8\u6001\u8c03\u6574\u7b56\u7565\uff0c\u5f15\u9886\u7cfb\u7edf\u7cbe\u51c6\u6316\u6398\u4fe1\u606f\u3002\u6bd4\u5982\u9762\u5bf9\u201c\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u5f71\u50cf\u8bca\u65ad\u4e2d\u7684\u5e94\u7528\u73b0\u72b6\u4e0e\u6311\u6218\u201d\u7684\u95ee\u9898\uff0c\u5b83\u4f1a\u62c6\u89e3\u51fa\u533b\u7597\u5f71\u50cf\u7c7b\u578b\u3001\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u5e94\u7528\u5b9e\u4f8b\u3001\u9762\u4e34\u7684\u6570\u636e\u9690\u79c1\u4e0e\u89e3\u8bfb\u51c6\u786e\u6027\u7b49\u5b50\u95ee\u9898\uff0c\u4e3a\u5168\u9762\u89e3\u7b54\u94fa\u8bbe\u9053\u8def\u3002<\/p>\n<h3><strong>2\u3001<\/strong><strong>WebSearcher\uff1a\u4fe1\u606f\u6316\u6398\u5c16\u5175<\/strong><\/h3>\n<p>WebSearcher \u5219\u52c7\u5f53\u4fe1\u606f\u6316\u6398\u5148\u950b\u3002\u91c7\u7528\u7c97\u5230\u7ec6\u7b56\u7565\uff0c\u5148\u4f18\u5316\u67e5\u8be2\u5173\u952e\u8bcd\u63d0\u5347\u7cbe\u5ea6\uff0c\u805a\u5408\u6d77\u91cf\u641c\u7d22\u5185\u5bb9\u5254\u9664\u5197\u4f59\uff0c\u7cbe\u51c6\u7b5b\u9009\u5173\u952e\u9875\u9762\uff0c\u518d\u6df1\u5ea6\u603b\u7ed3\u63d0\u70bc\u3002\u501f\u52a9\u8bed\u8a00\u6a21\u578b\u7406\u89e3\u4e0e\u6574\u5408\u788e\u7247\u5316\u4fe1\u606f\uff0c\u5c06\u5176\u8f6c\u5316\u4e3a\u903b\u8f91\u8fde\u8d2f\u7684\u77e5\u8bc6\u6a21\u5757\u3002\u4ee5\u641c\u7d22\u201c\u65b0\u80fd\u6e90\u6c7d\u8f66\u7535\u6c60\u6280\u672f\u7a81\u7834\u201d\u4e3a\u4f8b\uff0c\u5b83\u80fd\u8fc5\u901f\u4ece\u79d1\u7814\u673a\u6784\u62a5\u544a\u3001\u884c\u4e1a\u65b0\u95fb\u3001\u4f01\u4e1a\u5b98\u7f51\u7b49\u8d44\u6e90\u91cc\uff0c\u7b5b\u9009\u51fa\u7535\u6c60\u80fd\u91cf\u5bc6\u5ea6\u63d0\u5347\u3001\u5145\u7535\u901f\u5ea6\u52a0\u5feb\u7b49\u5173\u952e\u4fe1\u606f\u5e76\u6574\u7406\u5448\u73b0\u3002<\/p>\n<p><img decoding=\"async\" title=\"MindSearch\uff1a\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u90e8\u7f72\u60a8\u81ea\u5df1\u7684 Perplexity \u641c\u7d22\u5f15\u64ce\uff01-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/e981bef25d1be32.png\" alt=\"MindSearch\uff1a\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u90e8\u7f72\u60a8\u81ea\u5df1\u7684 Perplexity \u641c\u7d22\u5f15\u64ce\uff01-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u529f\u80fd\u7279\u70b9<\/strong><\/h2>\n<p><strong>1\u3001\u6df1\u5ea6\u77e5\u8bc6\u8403\u53d6<\/strong><\/p>\n<p>MindSearch \u53ef\u6df1\u5165\u6316\u6398\u4f17\u591a\u7f51\u9875\uff0c\u4e3a\u7528\u6237\u5448\u73b0\u6df1\u5ea6\u77e5\u8bc6\u3002\u65e0\u8bba\u662f\u63a2\u7d22\u53e4\u8001\u6587\u660e\u5965\u79d8\uff0c\u8fd8\u662f\u8ffd\u8e2a\u524d\u6cbf\u79d1\u6280\u52a8\u6001\uff0c\u5b83\u90fd\u80fd\u4ece\u6d77\u91cf\u7f51\u7edc\u8d44\u6e90\u4e2d\u68b3\u7406\u8109\u7edc\u3002\u5982\u67e5\u8be2\u201c\u5b87\u5b99\u6697\u7269\u8d28\u7814\u7a76\u8fdb\u5c55\u201d\uff0c\u5b83\u4e0d\u4ec5\u63d0\u4f9b\u57fa\u7840\u6982\u5ff5\uff0c\u8fd8\u80fd\u6c47\u603b\u6700\u65b0\u89c2\u6d4b\u6570\u636e\u3001\u7406\u8bba\u6a21\u578b\u4ee5\u53ca\u5168\u7403\u79d1\u7814\u56e2\u961f\u7684\u9636\u6bb5\u6027\u6210\u679c\uff0c\u52a9\u7528\u6237\u6784\u5efa\u7cfb\u7edf\u77e5\u8bc6\u4f53\u7cfb\u3002<\/p>\n<p><strong>2\u3001\u641c\u7d22\u8def\u5f84\u900f\u660e\u5316<\/strong><\/p>\n<p>\u533a\u522b\u4e8e\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\uff0cMindSearch \u5411\u7528\u6237\u5c55\u793a\u601d\u8003\u8def\u5f84\u3001\u641c\u7d22\u5173\u952e\u8bcd\u4e0e\u4fe1\u606f\u6574\u5408\u6d41\u7a0b\u3002\u7528\u6237\u67e5\u8be2\u201c\u6cd5\u5f8b\u6761\u6587\u91ca\u4e49\u201d\u65f6\uff0c\u9664\u7b54\u6848\u5916\uff0c\u8fd8\u80fd\u77e5\u6653\u5176\u4ece\u6cd5\u5f8b\u6570\u636e\u5e93\u3001\u4e13\u4e1a\u8bba\u575b\u53ca\u6848\u4f8b\u5206\u6790\u4e2d\u7b5b\u9009\u6574\u5408\u4fe1\u606f\u7684\u8fc7\u7a0b\uff0c\u589e\u5f3a\u4fe1\u4efb\u5ea6\u7684\u540c\u65f6\uff0c\u4fbf\u4e8e\u7528\u6237\u6df1\u5165\u5b66\u4e60\u7814\u7a76\uff0c\u63d0\u5347\u76f8\u5173\u77e5\u8bc6\u6c34\u5e73\u3002<\/p>\n<p><strong>3\u3001\u591a\u754c\u9762\u9002\u914d<\/strong><\/p>\n<p>\u8003\u8651\u5230\u4e0d\u540c\u7528\u6237\u9700\u6c42\uff0cMindSearch \u63d0\u4f9b React\u3001Gradio\u3001Streamlit \u548c\u672c\u5730\u8c03\u8bd5\u7b49\u591a\u79cd\u754c\u9762\u3002\u5f00\u53d1\u8005\u53ef\u501f <a href=\"https:\/\/www.kdjingpai.com\/de\/react\/\">React<\/a> \u754c\u9762\u5c06\u5176\u878d\u5165 Web \u5e94\u7528\uff1b\u666e\u901a\u7528\u6237\u5219\u53ef\u901a\u8fc7 Gradio \u6216 Streamlit \u754c\u9762\u4fbf\u6377\u67e5\u8be2\uff0c\u65e0\u9700\u590d\u6742\u7f16\u7a0b\u4e0e\u73af\u5883\u914d\u7f6e\uff0c\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<p><strong>4\u3001\u52a8\u6001\u56fe\u6784\u5efa\u673a\u5236<\/strong><\/p>\n<p>\u5176\u52a8\u6001\u56fe\u6784\u5efa\u529f\u80fd\u53ef\u4f9d\u7528\u6237\u67e5\u8be2\u751f\u6210\u5b50\u95ee\u9898\u8282\u70b9\uff0c\u4f9d\u636e\u641c\u7d22\u7ed3\u679c\u5b9e\u65f6\u62d3\u5c55\u3002\u9762\u5bf9\u70ed\u70b9\u8bdd\u9898\u5982\u201c\u793e\u4ea4\u5a92\u4f53\u5bf9\u9752\u5c11\u5e74\u5fc3\u7406\u5065\u5eb7\u7684\u5f71\u54cd\u201d\uff0c\u80fd\u53ca\u65f6\u7ed3\u5408\u65b0\u7814\u7a76\u3001\u65b0\u4e8b\u4ef6\u66f4\u65b0\u641c\u7d22\u56fe\uff0c\u7075\u6d3b\u8c03\u6574\u65b9\u5411\uff0c\u786e\u4fdd\u63d0\u4f9b\u6700\u65b0\u6700\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u5e94\u7528\u573a\u666f<\/strong><\/h2>\n<p><strong>1\u3001\u5b66\u672f\u7814\u7a76\u597d\u5e2e\u624b<\/strong><\/p>\n<p>\u5728\u5b66\u672f\u9886\u57df\uff0cMindSearch \u4e3a\u7814\u7a76\u8005\u5927\u5e45\u7f29\u77ed\u4fe1\u606f\u6536\u96c6\u65f6\u95f4\u3002\u5982\u5386\u53f2\u5b66\u8005\u7814\u7a76\u7279\u5b9a\u5386\u53f2\u65f6\u671f\u6587\u5316\u4ea4\u6d41\uff0c\u5b83\u53ef\u6574\u5408\u53e4\u7c4d\u6587\u732e\u3001\u8003\u53e4\u62a5\u544a\u3001\u5b66\u672f\u8bba\u6587\u7b49\u8d44\u6e90\uff0c\u68b3\u7406\u4ea4\u6d41\u8109\u7edc\u4e0e\u91cd\u8981\u4e8b\u4ef6\uff0c\u52a9\u529b\u5b66\u8005\u5feb\u901f\u5b9a\u4f4d\u5173\u952e\u4fe1\u606f\uff0c\u660e\u786e\u7814\u7a76\u65b9\u5411\uff0c\u63d0\u9ad8\u7814\u7a76\u6548\u7387\u3002<\/p>\n<p><strong>2\u3001\u521b\u4f5c\u7075\u611f\u542f\u53d1\u5668<\/strong><\/p>\n<p>\u5bf9\u4e8e\u521b\u4f5c\u8005\uff0cMindSearch \u662f\u7075\u611f\u6e90\u6cc9\u3002\u6587\u6848\u64b0\u5199\u8005\u521b\u4f5c\u65c5\u6e38\u6587\u6848\u65f6\uff0c\u53ef\u641c\u7d22\u76ee\u7684\u5730\u7279\u8272\u7f8e\u98df\u3001\u5c0f\u4f17\u666f\u70b9\u3001\u6c11\u4fd7\u98ce\u60c5\u7b49\u7d20\u6750\uff0c\u7ecf\u6574\u5408\u52a0\u5de5\u6210\u5f15\u4eba\u5165\u80dc\u7684\u6587\u6848\u3002\u5f71\u89c6\u7f16\u5267\u521b\u4f5c\u79d1\u5e7b\u5267\u672c\u65f6\uff0c\u80fd\u4ece\u4e2d\u83b7\u53d6\u65b0\u9896\u79d1\u5e7b\u6982\u5ff5\u3001\u672a\u6765\u573a\u666f\u8bbe\u5b9a\u7b49\u7075\u611f\u7d20\u6750\uff0c\u4e30\u5bcc\u521b\u4f5c\u5185\u5bb9\u3002<\/p>\n<p><strong>3\u3001\u5546\u4e1a\u51b3\u7b56\u6307\u5357\u9488<\/strong><\/p>\n<p>\u5546\u4e1a\u9886\u57df\u4e2d\uff0c\u4f01\u4e1a\u53ef\u5229\u7528 MindSearch \u76d1\u6d4b\u5e02\u573a\u8d8b\u52bf\u3001\u5206\u6790\u7ade\u54c1\u52a8\u6001\u3001\u6d1e\u5bdf\u6d88\u8d39\u8005\u9700\u6c42\u3002\u4f8b\u5982\u9910\u996e\u4f01\u4e1a\u5236\u5b9a\u65b0\u54c1\u7b56\u7565\u65f6\uff0c\u53ef\u641c\u7d22\u5e02\u573a\u6d41\u884c\u98df\u6750\u3001\u7ade\u54c1\u70ed\u95e8\u83dc\u54c1\u3001\u6d88\u8d39\u8005\u53e3\u5473\u504f\u597d\u7b49\u4fe1\u606f\uff0c\u7efc\u5408\u7814\u5224\u540e\u63a8\u51fa\u5951\u5408\u5e02\u573a\u9700\u6c42\u7684\u65b0\u54c1\uff0c\u589e\u5f3a\u5e02\u573a\u7ade\u4e89\u529b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3><strong>1\u3001<\/strong><strong>\u4f9d\u8d56\u5b89\u88c5<\/strong><\/h3>\n<p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684\u7cfb\u7edf\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u73af\u5883\uff08\u63a8\u8350Python 3.8\u53ca\u4ee5\u4e0a\u7248\u672c\uff09\u3002\u7136\u540e\uff0c\u5728\u547d\u4ee4\u884c\u4e2d\u8fdb\u5165MindSearch\u9879\u76ee\u7684\u6839\u76ee\u5f55\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u9700\u7684\u4f9d\u8d56\u9879\uff1a<\/p>\n<pre><code>pip\u00a0install\u00a0-r\u00a0requirements.txt<\/code><\/pre>\n<p>\u8fd9\u4e00\u6b65\u9aa4\u5c06\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5MindSearch\u8fd0\u884c\u6240\u9700\u7684\u5404\u79cdPython\u5e93\u548c\u6a21\u5757\uff0c\u4e3a\u540e\u7eed\u7684\u542f\u52a8\u548c\u4f7f\u7528\u505a\u597d\u51c6\u5907\u3002<\/p>\n<h3><strong>2\u3001<\/strong><strong>\u542f\u52a8MindSearch API<\/strong><\/h3>\n<p>\u5728\u4f9d\u8d56\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5c31\u53ef\u4ee5\u542f\u52a8MindSearch API\u4e86\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8FastAPI\u670d\u52a1\u5668\uff1a<\/p>\n<pre><code>python -m mindsearch.app --lang en --model_format internlm_server --search_engine DuckDuckGoSearch<\/code><\/pre>\n<p>\u5728\u8fd9\u91cc\uff0c\u4f60\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u5bf9\u53c2\u6570\u8fdb\u884c\u8c03\u6574\uff1a<\/p>\n<ul>\n<li>`&#8211;lang`\uff1a\u7528\u4e8e\u6307\u5b9a\u6a21\u578b\u7684\u8bed\u8a00\uff0c\u4f8b\u5982`en`\u8868\u793a\u82f1\u8bed\uff0c`cn`\u8868\u793a\u4e2d\u6587\u3002\u8bf7\u6839\u636e\u4f60\u671f\u671b\u7684\u8f93\u5165\u8bed\u8a00\u548c\u641c\u7d22\u7ed3\u679c\u8bed\u8a00\u8fdb\u884c\u9009\u62e9\u3002<\/li>\n<li>`&#8211;model_format`\uff1a\u6307\u5b9a\u6a21\u578b\u7684\u683c\u5f0f\uff0c\u5982`internlm_server`\u8868\u793a\u4f7f\u7528InternLM2.5 &#8211; 7b &#8211; chat\u672c\u5730\u670d\u52a1\u5668\u6a21\u578b\uff1b\u82e5\u4f60\u60f3\u4f7f\u7528\u5176\u4ed6\u6a21\u578b\uff0c\u4f8b\u5982GPT4\uff0c\u5219\u9700\u8981\u5c06\u5176\u4fee\u6539\u4e3a`gpt4`\uff0c\u540c\u65f6\u786e\u4fdd\u4f60\u5df2\u7ecf\u6b63\u786e\u914d\u7f6e\u4e86\u76f8\u5e94\u6a21\u578b\u7684\u8bbf\u95ee\u548c\u4f7f\u7528\u6743\u9650\u3002<\/li>\n<li>`&#8211;search_engine`\uff1a\u7528\u4e8e\u9009\u62e9\u641c\u7d22\u5f15\u64ce\uff0cMindSearch\u652f\u6301\u591a\u79cd\u641c\u7d22\u5f15\u64ce\uff0c\u5982\n<p><em>`DuckDuckGoSearch`\uff08DuckDuckGo\u641c\u7d22\u5f15\u64ce\uff09\u3001`BingSearch`\uff08Bing\u641c\u7d22\u5f15\u64ce\uff09\u3001`BraveSearch`\uff08Brave\u641c\u7d22\u5f15\u64ce\uff09\u3001`GoogleSearch`\uff08Google Serper\u641c\u7d22\u5f15\u64ce\uff09\u3001`TencentSearch`\uff08Tencent\u641c\u7d22\u5f15\u64ce\uff09\u7b49\u3002\u5982\u679c\u9009\u62e9\u9664DuckDuckGo\u548cTencent\u4ee5\u5916\u7684\u7f51\u9875\u641c\u7d22\u5f15\u64ce\uff0c\u4f60\u9700\u8981\u5c06\u5bf9\u5e94\u7684API\u5bc6\u94a5\u8bbe\u7f6e\u4e3a`WEB_SEARCH_API_KEY`\u73af\u5883\u53d8\u91cf\uff1b\u82e5\u4f7f\u7528Tencent\u641c\u7d22\u5f15\u64ce\uff0c\u8fd8\u9700\u8981\u989d\u5916\u8bbe\u7f6e`TENCENT_SEARCH_SECRET_ID`\u548c`TENCENT_SEARCH_SECRET_KEY`\u3002<\/em><\/li>\n<\/ul>\n<h3><strong>3\u3001<\/strong><strong>\u542f\u52a8MindSearch\u524d\u7aef<\/strong><\/h3>\n<p>MindSearch\u63d0\u4f9b\u4e86\u591a\u79cd\u524d\u7aef\u754c\u9762\u4f9b\u7528\u6237\u9009\u62e9\uff0c\u4ee5\u4e0b\u662f\u4e0d\u540c\u524d\u7aef\u754c\u9762\u7684\u542f\u52a8\u65b9\u5f0f\uff1a<\/p>\n<h4><strong>3.1 React<\/strong><\/h4>\n<p>1. \u9996\u5148\uff0c\u9700\u8981\u914d\u7f6eVite\u7684API\u4ee3\u7406\uff0c\u6307\u5b9a\u5b9e\u9645\u540e\u7aefURL\u3002\u5047\u8bbe\u540e\u7aef\u670d\u52a1\u5668\u8fd0\u884c\u5728\u672c\u5730`127.0.0.1`\u7684`8002`\u7aef\u53e3\uff08\u8bf7\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u4fee\u6539\uff09\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>HOST=\"127.0.0.1\"<\/code><code>PORT=8002<\/code><code>sed -i -r \"s\/target:\\s*\\\"\\\"\/target: \\\"${HOST}:${PORT}\\\"\/\" frontend\/React\/vite.config.ts<\/code><\/pre>\n<p>2. \u786e\u4fdd\u4f60\u7684\u7cfb\u7edf\u5df2\u7ecf\u5b89\u88c5\u4e86Node.js\u548cnpm\u3002\u5bf9\u4e8eUbuntu\u7cfb\u7edf\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<pre><code>sudo\u00a0apt\u00a0install\u00a0nodejs\u00a0npm<\/code><\/pre>\n<p>\u5bf9\u4e8eWindows\u7cfb\u7edf\uff0c\u4f60\u9700\u8981\u4ece[Node.js\u5b98\u65b9\u7f51\u7ad9](https:\/\/nodejs.org\/zh-cn\/download\/prebuilt-installer)\u4e0b\u8f7d\u5e76\u5b89\u88c5\u9002\u5408\u4f60\u7cfb\u7edf\u7684Node.js\u7248\u672c\u3002<\/p>\n<p>3. \u8fdb\u5165`frontend\/React`\u76ee\u5f55\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u9879\u76ee\u4f9d\u8d56\u5e76\u542f\u52a8React\u524d\u7aef\uff1a<\/p>\n<pre><code>cd frontend\/React<\/code><code>npm install<\/code><code>npm start<\/code><\/pre>\n<h4><strong>3.2 Gradio<\/strong><\/h4>\n<p>\u5728\u547d\u4ee4\u884c\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8Gradio\u524d\u7aef\uff1a<\/p>\n<pre><code>python\u00a0frontend\/mindsearch_gradio.py<\/code><\/pre>\n<h4><strong>3.3 Streamlit<\/strong><\/h4>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8Streamlit\u524d\u7aef\uff1a<\/p>\n<pre><code>streamlit\u00a0run\u00a0frontend\/mindsearch_streamlit.py<\/code><\/pre>\n<h3><strong>3\u3001<\/strong><strong>\u672c\u5730\u8c03\u8bd5<\/strong><\/h3>\n<p>\u5982\u679c\u4f60\u5e0c\u671b\u5728\u672c\u5730\u8fdb\u884c\u8c03\u8bd5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>python\u00a0mindsearch\/terminal.py<\/code><\/pre>\n<p>\u901a\u8fc7\u672c\u5730\u8c03\u8bd5\uff0c\u4f60\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u68c0\u67e5\u548c\u4f18\u5316MindSearch\u5728\u4f60\u672c\u5730\u73af\u5883\u4e2d\u7684\u8fd0\u884c\u60c5\u51b5\uff0c\u67e5\u770b\u8be6\u7ec6\u7684\u65e5\u5fd7\u4fe1\u606f\uff0c\u4ee5\u4fbf\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u53ef\u80fd\u51fa\u73b0\u7684\u95ee\u9898\u3002<\/p>\n<h3><strong>\u7ed3\u8bed<\/strong><\/h3>\n<p>MindSearch \u4ee5\u5176\u72ec\u7279\u6280\u672f\u3001\u4e30\u5bcc\u529f\u80fd\u4e0e\u591a\u5143\u5e94\u7528\u573a\u666f\uff0c\u5728\u4fe1\u606f\u68c0\u7d22\u9886\u57df\u6380\u8d77\u521b\u65b0\u6d6a\u6f6e\u3002\u5b83\u63d0\u5347\u7528\u6237\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u4e0e\u8d28\u91cf\uff0c\u4e3a\u5f00\u53d1\u8005\u642d\u5efa\u521b\u65b0\u5e73\u53f0\uff0c\u63a8\u52a8 AI \u641c\u7d22\u5f15\u64ce\u6280\u672f\u53d1\u5c55\u3002\u4e8e\u5b66\u672f\u3001\u521b\u4f5c\u3001\u5546\u4e1a\u7b49\u591a\u9886\u57df\u7686\u5177\u5de8\u5927\u6f5c\u529b\u4e0e\u4ef7\u503c\u3002\u76f8\u4fe1\u5728\u672a\u6765\uff0cMindSearch \u5c06\u6301\u7eed\u8fdb\u5316\uff0c\u52a9\u529b\u6211\u4eec\u66f4\u9ad8\u6548\u63a2\u7d22\u77e5\u8bc6\u5b87\u5b99\uff0c\u7545\u4eab\u667a\u80fd\u4fe1\u606f\u68c0\u7d22\u65b0\u4f53\u9a8c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MindSearch\u662f\u7531\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u63a8\u51fa\u7684\u4e00\u6b3e\u5f00\u6e90AI\u641c\u7d22\u5f15\u64ce\u6846\u67b6\uff0c\u65e8\u5728\u6a21\u62df\u4eba\u7c7b\u7684\u601d\u7ef4\u8fc7\u7a0b\u8fdb\u884c\u590d\u6742\u4fe1\u606f\u641c\u96c6\u4e0e\u6574\u5408\u3002\u8be5\u5de5\u5177\u7ed3\u5408\u4e86\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e0e\u641c\u7d22\u5f15\u64ce\u7684\u5148\u8fdb\u6280\u672f\uff0c\u901a\u8fc7\u591a\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u5b9e\u73b0\u5bf9\u4e0a\u767e\u4e2a\u7f51\u9875\u7684\u81ea\u4e3b\u4fe1\u606f\u641c\u96c6\u6574\u7406\uff0c\u5e76\u5728\u77ed\u65f6&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61150,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,203],"class_list":["post-7708","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aisousuogongju"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/7708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=7708"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/7708\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61150"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=7708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=7708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=7708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}