{"id":664,"date":"2025-11-10T07:00:00","date_gmt":"2025-11-09T23:00:00","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=664"},"modified":"2025-11-09T20:29:33","modified_gmt":"2025-11-09T12:29:33","slug":"%e8%ae%a9-ai-%e8%ae%b0%e4%bd%8f%e6%88%91%e5%ae%b6%e7%8b%97%e5%8f%ab%e3%80%8c%e5%8d%81%e5%85%ad%e3%80%8d%ef%bc%8c%e5%8e%9f%e6%9d%a5%e5%8f%aa%e9%9c%80%e8%a6%81-5-%e5%88%86%e9%92%9f","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/11\/10\/664\/","title":{"rendered":"\u8ba9 AI \u8bb0\u4f4f\u6211\u5bb6\u72d7\u53eb\u300c\u5341\u516d\u300d\uff0c\u539f\u6765\u53ea\u9700\u8981 5 \u5206\u949f"},"content":{"rendered":"\n<p>\u73b0\u5728\u7528 AI\uff0c<strong>\u6700\u6015\u7684\u4e0d\u662f\u5b83\u4e0d\u4f1a\uff0c\u800c\u662f\u5b83\u4e0d\u8bb0\u5f97<\/strong>\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\uff0c\u6211\u5bb6\u7684\u72d7\u53eb\u300c\u5341\u516d\u300d\u3002<\/p>\n\n\n\n<p>\u524d\u4e00\u5929\uff0c\u6211\u521a\u624b\u628a\u624b\uff08\u6253\u5b57\uff09\u6559\u4f1a\u5b83\u201c\u5341\u516d\u662f\u6211\u5bb6\u72d7\u201d\uff0c\u8fd8\u5206\u4eab\u4e86\u4e09\u5c0f\u65f6\u5ba0\u7269\u65e5\u5e38\u3002\u8fc7\u4e24\u5929\u6253\u5f00\u65b0\u5bf9\u8bdd\uff0c\u6211\u5174\u51b2\u51b2\u5730\u53d1\u4e86\u53e5\uff1a\u201c\u5341\u516d\u6628\u5929\u7ec8\u4e8e\u5b66\u4f1a\u6e38\u6cf3\u4e86\uff01\u201d\u7ed3\u679c\uff0c\u5b83\u7528\u90a3\u79cd\u6700\u6807\u51c6\u7684 AI \u8154\u8c03\u56de\u6211\uff1a<strong>\u201c\u5f88\u62b1\u6b49\uff0c\u60a8\u63d0\u5230\u7684\u300c\u5341\u516d\u300d\u662f\u6307\u4ec0\u4e48\uff1f\u201d<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p9-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/4faece3d001e4e6089596e88a2cd4db3~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgSGVsbG9HaXRIdWI=:q75.awebp?rk3s=f64ab15b&amp;x-expires=1762993192&amp;x-signature=A6hX5ZFSGfR%2BuLh8trKR0G0PGtQ%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5144\u5f1f\u4eec\uff0c\u90a3\u4e00\u523b\u6211\u7684\u8840\u538b\u201c\u564c\u201d\u5c31\u4e0a\u6765\u4e86\u3002\u8fd9\u5c31\u662f\u73b0\u5b9e\u7248\u7684\u201c\u8d5b\u535a\u80cc\u53db\u201d\u554a\uff1f\ud83d\ude44<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001AI \u4e3a\u5565\u603b\u662f\u201c\u91d1\u9c7c\u8bb0\u5fc6\u201d\uff1f<\/h2>\n\n\n\n<p>\u867d\u7136\u5982\u4eca\u7684 AI \u5df2\u5177\u5907\u77ed\u671f\u8bb0\u5fc6\uff0c\u5374\u96be\u4ee5\u771f\u6b63\u7406\u89e3\u7528\u6237\u2014\u2014\u8fd9\u51e0\u4e4e\u662f\u5f53\u4e0b\u6240\u6709 AI \u7528\u6237\u7684\u6838\u5fc3\u75db\u70b9\u3002\u5176\u6839\u672c\u539f\u56e0\uff0c\u6b63\u662f<strong>\u6a21\u578b\u7f3a\u4e4f\u957f\u671f\u8bb0\u5fc6<\/strong>\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u4e1a\u754c\u90fd\u5728\u5377\u8bb0\u5fc6\uff1a\u4ece OpenAI \u7684\u957f\u671f\u8bb0\u5fc6\u5b9e\u9a8c\uff0c\u5230\u5404\u7c7b Memory Agent \u6846\u67b6\uff0c\u5927\u5bb6\u90fd\u5728\u8bd5\u56fe\u89e3\u51b3<strong>\u5982\u4f55\u8ba9\u6a21\u578b\u8bb0\u4f4f\u7528\u6237<\/strong>\u8fd9\u4ef6\u4e8b\u3002<\/p>\n\n\n\n<p>\u8981\u7406\u89e3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5f97\u4ece\u6a21\u578b\u7684<strong>\u8bb0\u5fc6\u67b6\u6784<\/strong>\u8bf4\u8d77\u3002\u4f20\u7edf LLM \u7684\u8bb0\u5fc6\u673a\u5236\u4e3b\u8981\u5206\u4e24\u7c7b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53c2\u6570\u8bb0\u5fc6\uff08Parametric Memory\uff09<\/strong>\uff1a\u201c\u710a\u201d\u5728\u6a21\u578b\u6743\u91cd\u91cc\u7684\u77e5\u8bc6\uff0c\u66f4\u65b0\u6781\u5176\u56f0\u96be\u3002<\/li>\n\n\n\n<li><strong>\u6fc0\u6d3b\u8bb0\u5fc6\uff08Activation Memory\uff09<\/strong>\uff1a\u5bf9\u8bdd\u65f6\u4e34\u65f6\u7684\u4e0a\u4e0b\u6587\u7f13\u5b58\uff0c\u7eaf\u201c\u65e5\u629b\u201d\u8bb0\u5fc6\uff0c\u4f1a\u8bdd\u7ed3\u675f\u5f53\u573a\u5931\u5fc6\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u6a21\u578b\u5728\u751f\u6210\u56de\u7b54\u65f6\uff0c\u6240\u80fd\u201c\u770b\u5230\u201d\u7684\u4fe1\u606f<strong>\u5b8c\u5168\u53d6\u51b3\u4e8e\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u5927\u5c0f<\/strong>\u3002\u5f53\u4e0a\u4e0b\u6587\u8fc7\u957f\u65f6\uff0c\u8ba1\u7b97\u91cf\u5c06\u4ee5\u5e73\u65b9\u7ea7\u589e\u957f\u3002\u4e3a\u4e86\u63a7\u5236\u8ba1\u7b97\u6210\u672c\uff0c\u6a21\u578b\u4f1a\u81ea\u52a8\u9057\u5fd8\u8f83\u65e9\u7684\u5185\u5bb9\u3002\u4e8e\u662f\uff0cLLM \u80fd\u548c\u4f60\u804a\u903b\u8f91\uff0c\u5b83\u5374\u8bb0\u4e0d\u4f4f\u4f60\u5bb6\u72d7\u7684\u540d\u5b57\u3002\u80fd\u603b\u7ed3\u8bba\u6587\uff0c\u5374\u8bb0\u4e0d\u4f4f\u4f60\u6628\u5929\u8bf4\u8fc7\u7684\u559c\u597d\u3002<\/p>\n\n\n\n<p>\u66f4\u4e3a\u4e25\u91cd\u7684\u95ee\u9898\u662f<strong>\u5e7b\u89c9<\/strong>\u2014\u2014\u5f53\u6a21\u578b\u7f3a\u4e4f\u8fde\u7eed\u4e0a\u4e0b\u6587\u65f6\uff0c\u4f1a\u81ea\u52a8\u8865\u5168\u7f3a\u5931\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u751f\u6210\u770b\u4f3c\u5408\u7406\u4f46\u9519\u8bef\u7684\u56de\u7b54\u3002<\/p>\n\n\n\n<p>\u8fc7\u53bb\u5927\u5bb6\u7528 RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u6216\u5916\u90e8\u6570\u636e\u5e93\u6765\u7f13\u89e3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u90a3\u4e9b\u65b9\u6848\u5927\u591a\u662f<strong>\u4e34\u65f6\u8bb0\u5fc6<\/strong>\uff1a\u80fd\u67e5\u80fd\u5b58\uff0c\u5374\u4e0d\u61c2\u4f55\u65f6\u8c03\u53d6\u3001\u4f55\u65f6\u66f4\u65b0\uff0c\u66f4\u8c08\u4e0d\u4e0a\u957f\u671f\u8bb0\u5fc6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u8ba9\u8bb0\u5fc6\u6210\u4e3a\u4e00\u79cd\u7cfb\u7edf\u8d44\u6e90\uff1aMemOS \u767b\u573a<\/h2>\n\n\n\n<p>\u76f4\u5230\u524d\u6bb5\u65f6\u95f4\uff0c\u6211\u5728 GitHub \u4e0a\u5237\u5230\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u2014\u2014MemOS \u4e13\u4e3a LLM \u8bbe\u8ba1\u7684\u957f\u671f\u8bb0\u5fc6\u7cfb\u7edf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p9-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/67537f1575f04d859921d754d68c697e~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgSGVsbG9HaXRIdWI=:q75.awebp?rk3s=f64ab15b&amp;x-expires=1762993192&amp;x-signature=MSsvvAho4ATjqX9g47RBAKX%2Bb50%3D\" alt=\"\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>GitHub \u5730\u5740\uff1a<a href=\"https:\/\/link.juejin.cn\/?target=https%3A%2F%2Fgithub.com%2FMemTensor%2FMemOS\" target=\"_blank\" rel=\"noreferrer noopener\">github.com\/MemTensor\/M\u2026<\/a><\/p>\n<\/blockquote>\n\n\n\n<p>\u5728\u4e86\u89e3 MemOS \u4e4b\u524d\uff0c\u6211\u4e00\u76f4\u8ba4\u4e3a AI \u8bb0\u5fc6\u7cfb\u7edf\u53ea\u662f\u4e00\u5806\u201c\u8865\u4e01\u201d\uff0c\u5f00\u53d1\u8005\u4e0d\u5f97\u4e0d\u53cd\u590d\u6298\u817e\u5d4c\u5165\u3001\u68c0\u7d22\u548c\u66f4\u65b0\u7b49\u7e41\u7410\u7684\u903b\u8f91\u3002\u800c MemOS 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\u62e5\u6709\u8fd9\u79cd<strong>\u7c7b\u4eba\u5f0f\u7684\u957f\u671f\u8bb0\u5fc6\u80fd\u529b<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u5982\u4f55\u201c\u81ea\u5df1\u601d\u8003\u201d\uff1f<\/h2>\n\n\n\n<p>\u6211\u6252\u4e86\u6252\u5b83\u7684\u6587\u6863\uff0c\u53d1\u73b0 MemOS \u7684\u8bb0\u5fc6\u67b6\u6784\u8bbe\u8ba1\u786e\u5b9e\u6709\u70b9\u201c\u4e1c\u897f\u201d\u3002<\/p>\n\n\n\n<p>\u5b83\u5e76\u975e\u7b80\u5355\u5730\u5c06\u804a\u5929\u8bb0\u5f55\u5b58\u5165\u6570\u636e\u5e93\uff0c\u800c\u662f\u5728\u6bcf\u4e00\u6761\u8bb0\u5fc6\u4e4b\u95f4\u5efa\u7acb\u5173\u8054\u2014\u2014\u7c7b\u4f3c\u7ef4\u57fa\u767e\u79d1\u7684\u8d85\u94fe\u63a5\u3002\u5b83\u53c2\u8003\u4e86\u64cd\u4f5c\u7cfb\u7edf\u7684\u5206\u5c42\u601d\u60f3\uff0c\u5c06\u8bb0\u5fc6\u7cfb\u7edf\u5212\u5206\u4e3a\u4e09\u5c42\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p9-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/39f12e04407141d89a9887ef3fed27a7~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgSGVsbG9HaXRIdWI=:q75.awebp?rk3s=f64ab15b&amp;x-expires=1762993192&amp;x-signature=nXfhKvQCHNPZ0OKO7AKtqQYtR9g%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5f53\u6211\u548c AI \u804a\u5230\u201c\u5341\u516d\u201d\uff0c\u7cfb\u7edf\u4e0d\u53ea\u662f\u5b58\u4e0b\u201c\u5341\u516d = \u72d7\u201d\u8fd9\u6761\u4fe1\u606f\uff0c\u800c\u662f\u8fd8\u4f1a\u540c\u65f6\u6355\u6349\u5230\u5bf9\u8bdd\u7684\u65f6\u95f4\u3001\u60c5\u7eea\u3001\u4e0a\u4e0b\u6587\u4e3b\u9898\uff0c\u5e76\u81ea\u52a8\u5728\u5b83\u4eec\u4e4b\u95f4\u5efa\u7acb<strong>\u8bed\u4e49\u94fe\u63a5<\/strong>\u3002\u8fd9\u6837\uff0c\u4e0b\u6b21\u4f60\u63d0\u201c\u5e26\u5341\u516d\u53bb\u770b\u517d\u533b\u201d\uff0cAI \u5c31\u80fd\u4e3b\u52a8\u63a8\u65ad\u51fa\u300c\u5341\u516d\u300d\u662f\u90a3\u53ea\u5ba0\u7269\uff0c\u800c\u4e0d\u662f\u628a\u5b83\u5f53\u4f5c\u4e00\u4e2a\u6570\u5b57\u3002<\/p>\n\n\n\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0cMemOS \u662f\u8ba9 AI \u201c\u957f\u8bb0\u6027\u201d\u7684\u64cd\u4f5c\u7cfb\u7edf\u3002\u5b83\u4e0d\u4ec5\u5b58\u6570\u636e\uff0c\u8fd8\u80fd\u5728\u63a8\u7406\u4e2d\u52a8\u6001\u8c03\u5ea6\u3001\u590d\u7528\u548c\u66f4\u65b0\u8fd9\u4e9b\u8bb0\u5fc6\u3002<\/p>\n\n\n\n<p>\u66f4\u667a\u80fd\u7684\u662f\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u4fee\u526a\u548c\u4f18\u5316\u8fd9\u5f20\u8bb0\u5fc6\u56fe\u8c31\u3002\u5f53\u67d0\u4e9b\u4fe1\u606f\uff08\u6bd4\u5982\u300c\u5341\u516d\u300d\uff09\u88ab\u9891\u7e41\u4f7f\u7528\u65f6\uff0cMemOS \u4f1a\u63d0\u9ad8\u5176\u4f18\u5148\u7ea7\uff1b\u53cd\u4e4b\u5219\u9010\u6e10\u6de1\u5316\u3002\u4e45\u800c\u4e45\u4e4b\uff0c\u7cfb\u7edf\u4f1a\u5f62\u6210\u4e00\u5f20<strong>\u52a8\u6001\u6f14\u5316\u7684\u8bb0\u5fc6\u56fe\u8c31<\/strong>\uff0c\u4e0d\u65ad\u91cd\u5851\u3001\u7b5b\u9009\u3001\u8fde\u63a5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p9-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/ad951e4814ae40e28340811590850d15~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgSGVsbG9HaXRIdWI=:q75.awebp?rk3s=f64ab15b&amp;x-expires=1762993192&amp;x-signature=GqwbyQ4PSYvivP0YcE6VF0zEmwo%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740\uff0cAI \u4e0d\u518d\u662f\u6b7b\u8bb0\u786c\u80cc\u7684\u673a\u5668\uff0c\u800c\u662f\u4f1a\u201c\u53d6\u820d\u201d\u7684\u4f19\u4f34\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u4ece Prompt \u5230 Context\uff1a\u8bb0\u5fc6\u9a71\u52a8\u7684\u4e0a\u4e0b\u6587\u5de5\u7a0b<\/h2>\n\n\n\n<p>\u6709\u4e86\u8bb0\u6027\uff0c\u8fd8\u5f97\u4f1a\u201c\u7528\u201d\u624d\u884c\u3002\u8fd9\u5c31\u5f15\u51fa\u4e86<strong>\u4e0a\u4e0b\u6587\u5de5\u7a0b<\/strong>&nbsp;\u8fd9\u4e2a\u6838\u5fc3\u6280\u672f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f20\u7edf Prompt \u5de5\u7a0b\uff1a\u4f9d\u8d56\u201c\u4eba\u5de5\u586b\u9e2d\u201d\uff0c\u624b\u52a8\u62fc\u63a5\u63d0\u793a\u8bcd\u6a21\u677f\u3002<\/li>\n\n\n\n<li>MemOS \u6a21\u5f0f\uff1aPrompt \u4e0d\u518d\u662f\u4e00\u6b21\u6027\u7684\u63d0\u793a\u8bcd\u8f93\u5165\uff0c\u800c\u662f\u4e00\u4e2a<strong>\u52a8\u6001\u4e0a\u4e0b\u6587\u91cd\u6784<\/strong>\u7684\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6a21\u578b\u6bcf\u6b21\u751f\u6210\u524d\uff0cMemOS \u4f1a\u6839\u636e\u4efb\u52a1\u610f\u56fe\u81ea\u52a8\u201c\u4e09\u8fde\u201d\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u68c0\u7d22\uff1a \u4ece\u8bb0\u5fc6\u5e93\u4e2d\u67e5\u51fa\u76f8\u5173\u5185\u5bb9\uff1b<\/li>\n\n\n\n<li>\u8bc4\u4f30\uff1a \u8bc4\u4f30\u4e0a\u4e0b\u6587\u6743\u91cd\uff1b<\/li>\n\n\n\n<li>\u6ce8\u5165\uff1a \u5c06\u7ed3\u679c\u7ec4\u7ec7\u6210\u7ed3\u6784\u5316\u4e0a\u4e0b\u6587\u5e76\u6ce8\u5165\u6a21\u578b\u8f93\u5165\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6bd4\u5982\u5411 AI \u63d0\u95ee\uff1a\u5e2e\u6211\u67e5\u67e5\u4e0a\u6b21\u8bf4\u7684\u90a3\u4e2a\u201dRedis \u4f18\u5316\u65b9\u6848\u201d\u3002MemOS \u4f1a\u7acb\u523b\u81ea\u52a8\u627e\u5230\u5386\u53f2\u8bb0\u5f55\uff0c\u7ec4\u5408\u4e3a\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">markdown\u4f53\u9a8cAI\u4ee3\u7801\u52a9\u624b\u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u7801<code>[2024-10-10] Redis \u4f18\u5316\u5efa\u8bae\uff1a \n1. \u4f7f\u7528 pipeline \u6279\u91cf\u547d\u4ee4\uff1b\n2. \u8c03\u6574\u5185\u5b58\u56de\u6536\u7b56\u7565\uff1b\n3. \u6dfb\u52a0\u76d1\u63a7\u6307\u6807\u3002\n<\/code><\/pre>\n\n\n\n<p>\u518d\u4ea4\u7ed9\u6a21\u578b\u751f\u6210\u56de\u7b54\u3002\u8fd9\u4e0d\u4ec5<strong>\u6781\u5927\u51cf\u5c11\u4e86\u5e7b\u89c9\u6982\u7387<\/strong>\uff0c\u4e5f\u8ba9\u63a8\u7406\u66f4\u52a0\u7a33\u5065\uff0c\u5177\u5907\u4e86\u8bb0\u5fc6\u8fde\u7eed\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u4e09\u6b65\u8ba9 AI \u8bb0\u4f4f\u300c\u5341\u516d\u300d<\/h2>\n\n\n\n<p>MemOS \u5df2\u7ecf\u4e3a AI \u5e94\u7528\u5f00\u53d1\u7684\u5f00\u53d1\u8005\uff0c\u63d0\u4f9b\u4e86\u5b8c\u5584\u7684 API \u4e0e SDK\uff0c\u5e76\u4e14\u53ef\u4ee5\u65e0\u7f1d\u96c6\u6210\u4e3b\u6d41\u667a\u80fd\u4f53\u6846\u67b6\uff08\u5982 Dify\u3001LangGraph\u3001Coze \u7b49\uff09\u3002<\/p>\n\n\n\n<p>\u4ee5 Dify \u4e3a\u4f8b\uff0c\u63a5\u5165\u6d41\u7a0b\u975e\u5e38\u7b80\u5355\uff1a<\/p>\n\n\n\n<p><strong>1.\u914d\u7f6e\u8282\u70b9<\/strong>&nbsp;\u5728 Dify \u7684 ChatFlow \u4e2d\u6dfb\u52a0\u4e24\u4e2a HTTP \u8282\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>\/product\/search<\/code>\uff1a\u68c0\u7d22\u5386\u53f2\u8bb0\u5fc6<\/li>\n\n\n\n<li><code>\/product\/add<\/code>\uff1a\u5199\u5165\u65b0\u8bb0\u5fc6<\/li>\n<\/ul>\n\n\n\n<p><strong>2.\u8fde\u63a5\u903b\u8f91\u8282\u70b9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c06\u00a0<code>search<\/code>\u00a0\u7684\u8f93\u51fa\u4f5c\u4e3a\u6a21\u578b\u8f93\u5165\u524d\u7684\u201c\u4e0a\u4e0b\u6587\u6269\u5c55\u201d<\/li>\n\n\n\n<li>\u5c06\u6a21\u578b\u7684\u751f\u6210\u7ed3\u679c\u901a\u8fc7\u00a0<code>add<\/code>\u00a0\u8282\u70b9\u5199\u56de MemOS<\/li>\n<\/ul>\n\n\n\n<p><strong>3.\u793a\u4f8b\u4ee3\u7801<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">shell\u4f53\u9a8cAI\u4ee3\u7801\u52a9\u624b\u4ee3\u7801\u89e3\u8bfb\u590d\u5236\u4ee3\u7801<code># \u6dfb\u52a0\u8bb0\u5fc6\ncurl -X POST \"http:\/\/127.0.0.1:8002\/product\/add\" \\\n-H \"Content-Type: application\/json\" \\\n-d '{\n  \"messages\": [\n    {\"role\": \"user\", \"content\": \"\u5341\u516d\u662f\u6211\u5bb6\u7684\u72d7\"},\n    {\"role\": \"assistant\", \"content\": \"\u660e\u767d\u4e86\uff0c\u5341\u516d\u662f\u4f60\u7684\u72d7\u72d7\uff01\"}\n  ],\n  \"mem_cube_id\": \"user_001\"\n}'\n\n# \u68c0\u7d22\u8bb0\u5fc6\ncurl -X POST \"http:\/\/127.0.0.1:8002\/product\/search\" \\\n-H \"Content-Type: application\/json\" \\\n-d '{\n  \"mem_cube_id\":\"user_001\",\n  \"query\":\"\u5341\u516d\u662f\u8c01\",\n  \"top_k\":3\n}'\n<\/code><\/pre>\n\n\n\n<p>\u51e0\u884c\u4ee3\u7801\uff0c\u5c31\u80fd\u8ba9 Dify \u5e94\u7528\u771f\u6b63\u201c\u8bb0\u4f4f\u201d\u6211\u5bb6\u7684\u72d7\u300c\u5341\u516d\u300d\uff01\u7136\u540e\u6211\u8fd8\u6d4b\u8bd5\u4e86\u4e00\u4e0b\uff0c\u8ba9\u5b83\u8bb0\u4f4f\u300c\u5341\u516d\u300d\u7684\u751f\u65e5\uff0c\u7136\u540e\u4e00\u5468\u540e\u518d\u95ee\u5b83\uff1a\u201c\u4e0b\u5468\u6709\u4ec0\u4e48\u8981\u8bb0\u5f97\u7684\u4e8b\u5417\uff1f\u201d<\/p>\n\n\n\n<p>\u5b83\u56de\u7b54\uff1a\u201c\u300c\u5341\u516d\u300d\u7684\u751f\u65e5\u8981\u5230\u4e86\uff0c\u522b\u5fd8\u4e86\u51c6\u5907\u5c0f\u86cb\u7cd5\u3002\u201d<\/p>\n\n\n\n<p>\u8001\u5b9e\u8bf4\uff0c\u90a3\u4e00\u523b\uff0c\u6211\u771f\u6709\u70b9\u88ab\u201c\u6cbb\u6108\u201d\u5230\u4e86\u3002\u56e0\u4e3a\u8fd9\u4e0d\u53ea\u662f\u8bb0\u5fc6\u88ab\u4fdd\u5b58\u4e86\uff0c\u800c\u662f<strong>\u8bed\u5883\u3001\u60c5\u611f\u548c\u5173\u7cfb\u88ab\u7406\u89e3\u5e76\u5ef6\u7eed\u4e86<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p9-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/eb08ba07424e4f42a6b4ab0fbd00ea58~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgSGVsbG9HaXRIdWI=:q75.awebp?rk3s=f64ab15b&amp;x-expires=1762993192&amp;x-signature=qBiQKVsuW2nCWXV%2BSfjDYmN8VTk%3D\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u8fd9\u5c31\u662f\u8bb0\u5fc6\u7684\u529b\u91cf\uff0c\u8ba9 AI \u4ece\u4e00\u4e2a\u5de5\u5177\u53d8\u6210\u4e86\u4f19\u4f34<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5199\u5728\u6700\u540e<\/h2>\n\n\n\n<p>\u4eba\u4eec\u5e38\u8bf4\u201c\u5927\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\u5728\u6a21\u578b\u4e4b\u5916\u201d\uff0c\u800c<strong>\u8bb0\u5fc6\uff0c\u7279\u522b\u662f\u6a21\u578b\u957f\u671f\u8bb0\u5fc6\uff0c\u5c31\u662f\u8ba9 AI \u7a81\u7834\u8fb9\u754c\u7684\u5173\u952e\u4e00\u6b65<\/strong>\u3002<\/p>\n\n\n\n<p>\u6211\u8ba4\u4e3a\uff0cAI \u4e0d\u7f3a\u77e5\u8bc6\uff0c\u4e5f\u4e0d\u7f3a\u7b97\u529b\uff0c\u771f\u6b63\u7f3a\u7684\u662f\u300c\u8fde\u7eed\u6027\u300d\u2014\u2014\u4e00\u79cd\u80fd\u8de8\u8d8a\u4f1a\u8bdd\u3001\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u8bb0\u4f4f\u4eba\u548c\u5173\u7cfb\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u8fd9\uff0c\u6b63\u662f MemOS \u8fd9\u6837\u7684 AI \u8bb0\u5fc6\u7cfb\u7edf\u8bd5\u56fe\u91cd\u5851\u7684\u6838\u5fc3\u65b9\u5411\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p9-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/e1007f531e804ac3b094274ee58ab04a~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgSGVsbG9HaXRIdWI=:q75.awebp?rk3s=f64ab15b&amp;x-expires=1762993192&amp;x-signature=aLySwQgD6vChpn8WvGdGfTb4eoE%3D\" alt=\"\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>GitHub \u5730\u5740\uff1a<a href=\"https:\/\/link.juejin.cn\/?target=https%3A%2F%2Fgithub.com%2FMemTensor%2FMemOS\" target=\"_blank\" rel=\"noreferrer noopener\">github.com\/MemTensor\/M\u2026<\/a><\/p>\n<\/blockquote>\n\n\n\n<p>\u6216\u8bb8\u5728\u4e0d\u4e45\u7684\u672a\u6765\uff0c\u6211\u4eec\u4e0d\u4f1a\u518d\u8bf4\u300c\u548c AI \u5bf9\u8bdd\u300d\uff0c\u800c\u662f\u8bf4\u300c\u4e0e\u4e00\u4e2a\u771f\u6b63\u8bb0\u5f97\u4f60\u7684\u667a\u80fd\u4f53\u4ea4\u6d41\u300d\u3002<\/p>\n\n\n\n<p>\u56e0\u4e3a\u5230\u90a3\u65f6\uff0cAI \u5c31\u4e0d\u4f1a\u518d\u5fd8\u8bb0&nbsp;<strong>\u300c\u5341\u516d\u300d<\/strong>&nbsp;\u7684\u540d\u5b57\u4e86\u3002<\/p>\n\n\n\n<p><br>\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/juejin.cn\/post\/7569052157892280361<br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u73b0\u5728\u7528 AI\uff0c\u6700\u6015\u7684\u4e0d\u662f\u5b83\u4e0d\u4f1a\uff0c\u800c\u662f\u5b83\u4e0d\u8bb0\u5f97\u3002 \u6bd4\u5982\uff0c\u6211\u5bb6\u7684\u72d7\u53eb\u300c\u5341&#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":665,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-664","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/664","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/comments?post=664"}],"version-history":[{"count":1,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/664\/revisions"}],"predecessor-version":[{"id":666,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/posts\/664\/revisions\/666"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media\/665"}],"wp:attachment":[{"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/media?parent=664"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/categories?post=664"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartaiunion.com\/index.php\/wp-json\/wp\/v2\/tags?post=664"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}