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\u4ea4\u4e92\u4f53\u9a8c\uff1a\u5728\u667a\u80fd\u5ba2\u670d\u9886\u57df\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u6c89\u6dc0\u7528\u6237\u5386\u53f2\u54a8\u8be2\u8bb0\u5f55\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u89e3\u51b3\u65b9\u6848\uff1b\u6559\u80b2\u52a9\u624b\u4e2d\uff0c\u901a\u8fc7\u8ffd\u8e2a\u5b66\u4e60\u8fdb\u5ea6\u4e0e\u77e5\u8bc6\u8584\u5f31\u70b9\uff0c\u5b9e\u73b0\u5b66\u4e60\u8def\u5f84\u5b9a\u5236\uff1b\u60c5\u611f\u966a\u4f34\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u8bb0\u5fc6\u5173\u952e\u4fe1\u606f\uff0c\u53ef\u57fa\u4e8e\u7528\u6237\u6027\u683c\u7279\u5f81\u4e0e\u5bf9\u8bdd\u4e60\u60ef\u751f\u6210\u4e13\u5c5e\u54cd\u5e94\u3002\u76ee\u524d\uff0cMemoryOS \u7684 MCP \u670d\u52a1\u5df2\u968f MemoryOS v1.1 \u7248\u672c\u5f00\u6e90\u53d1\u5e03\uff0c\u5e76\u914d\u5957\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u5f00\u53d1\u8005\u6587\u6863\u3002\u53e6\u636e\u6089\uff0c\u767e\u5bb6 AI \u56e2\u961f\u5c06\u5728 7 \u6708\u5f00\u542f MemoryOS \u5e73\u53f0\u5185\u6d4b\uff0cMemoryOS \u5e73\u53f0\u642d\u8f7d\u66f4\u5f3a\u8bb0\u5fc6\u7ba1\u7406\u7b97\u6cd5\uff0c\u63d0\u4f9b\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u548c\u66f4\u591a\u4e1a\u52a1\u529f\u80fd\u670d\u52a1\u3002MemoryOS \u5e73\u53f0\u5185\u6d4b\u7801\u7533\u8bf7\uff1ahttps:\/\/www.wjx.cn\/vm\/mo38ETs.aspx#\u53c2\u8003\u8d44\u6599\uff1a1.https:\/\/arxiv.org\/pdf\/2506.063262.\u5f00\u6e90\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/BAI-LAB\/MemoryOS\u8fd0\u8425\/\u6392\u7248\uff1a\u4f55\u6668\u9f99","content":"

\u968f\u7740\u5927\u6a21\u578b\u5e94\u7528\u573a\u666f\u7684\u4e0d\u65ad\u62d3\u5c55\uff0c\u5176\u5728\u5904\u7406\u957f\u671f\u5bf9\u8bdd\u65f6\u9010\u6e10\u66b4\u9732\u51fa\u7684\u8bb0\u5fc6\u5c40\u9650\u6027\u65e5\u76ca\u51f8\u663e\uff0c\u4e3b\u8981\u8868\u73b0\u4e3a\u56fa\u5b9a\u957f\u5ea6\u4e0a\u4e0b\u6587\u7a97\u53e3\u5bfc\u81f4\u7684\u201c\u5065\u5fd8\u201d\u95ee\u9898\u3002<\/span><\/span><\/p>

<\/p>

\u9488\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u5317\u4eac\u90ae\u7535\u5927\u5b66\u767e\u5bb6 AI \u56e2\u961f\u521b\u65b0\u6027\u5730\u63d0\u51fa\u4e86\u9996\u4e2a\u6a21\u62df\u4eba\u8111\u8bb0\u5fc6\u673a\u5236\u7684\u5927\u6a21\u578b\u8bb0\u5fc6\u64cd\u4f5c\u7cfb\u7edf MemoryOS\uff0c\u5176\u6838\u5fc3\u7a81\u7834\u5728\u4e8e\u5b9e\u73b0\u4e86\u5206\u5c42\u8bb0\u5fc6\u67b6\u6784\u4e0e\u52a8\u6001\u66f4\u65b0\u7b56\u7565\u7684\u6709\u673a\u7ed3\u5408\u3002<\/span><\/span><\/p>

<\/p>

MemoryOS \u91c7\u7528\u4e09\u7ea7\u8bb0\u5fc6\u4f53\u7cfb\u6a21\u62df\u4eba\u8111\u8ba4\u77e5\u673a\u5236\uff1a\u77ed\u671f\u8bb0\u5fc6\u4f5c\u4e3a\u5de5\u4f5c\u53f0\u5b58\u50a8\u5f53\u524d\u5bf9\u8bdd\u539f\u59cb\u6570\u636e\uff1b\u4e2d\u671f\u8bb0\u5fc6\u901a\u8fc7\u7c7b\u64cd\u4f5c\u7cfb\u7edf\u7684\u201c\u5206\u6bb5\u5206\u9875\u201d\u6280\u672f\u5b9e\u73b0\u4e3b\u9898\u5316\u5f52\u6863\uff1b\u957f\u671f\u8bb0\u5fc6\u5219\u6301\u7eed\u66f4\u65b0\u7528\u6237\u753b\u50cf\uff0c\u5b58\u50a8\u5982\u7528\u6237\u201c\u8ba8\u538c\u6d0b\u8471\u201d\u8fd9\u6837\u7684\u4e2a\u6027\u5316\u7279\u5f81\u3002<\/span><\/span><\/p>

<\/p>

\u8fd9\u79cd\u5206\u5c42\u8bbe\u8ba1\u901a\u8fc7\u52a8\u6001\u66f4\u65b0\u7b56\u7565\u5b9e\u73b0\u667a\u80fd\u8bb0\u5fc6\u7ba1\u7406\uff0c\u4f8b\u5982\u5f53\u7528\u6237\u63d0\u53ca\u201c\u6700\u8fd1\u5728\u5065\u8eab\u201d\u65f6\uff0c\u7cfb\u7edf\u4f1a\u57fa\u4e8e\u70ed\u5ea6\u7b97\u6cd5\u81ea\u52a8\u63d0\u5347\u8be5\u8bdd\u9898\u4f18\u5148\u7ea7\uff0c\u786e\u4fdd\u540e\u7eed\u5bf9\u8bdd\u7684\u8fde\u8d2f\u6027\u3002<\/span><\/span><\/p>

<\/p>

\u56fe\u4e28MemoryOS \u7684\u603b\u4f53\u67b6\u6784\uff0c\u5305\u62ec\u8bb0\u5fc6\u5b58\u50a8\u3001\u66f4\u65b0\u3001\u68c0\u7d22\u548c\u54cd\u5e94\u6a21\u5757\uff08\u6765\u6e90\uff1aarXiv\uff09<\/div>
<\/a>

\u65e5\u524d\uff0c\u76f8\u5173\u8bba\u6587\u4ee5\u300a\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u8bb0\u5fc6\u64cd\u4f5c\u7cfb\u7edf\u300b\uff08Memory OS of AI Agent\uff09\u4e3a\u9898\u53d1\u8868\u5728\u9884\u5370\u672c\u7f51\u7ad9 <\/span><\/span>arXiv <\/span><\/span><\/em>\u4e0a [1]\u3002\u5317\u4eac\u90ae\u7535\u5927\u5b66\u7814\u7a76\u751f\u5eb7\u4f73\u653f\u662f\u7b2c\u4e00\u4f5c\u8005\uff0c<\/span>\u767d\u5a77\u526f\u6559\u6388\u62c5\u4efb\u901a\u8baf\u4f5c\u8005\u3002<\/span><\/p>

\u56fe\u4e28\u76f8\u5173\u8bba\u6587\uff08\u6765\u6e90\uff1aarXiv\uff09<\/div>
<\/a>

\u4e3a\u9a8c\u8bc1 MemoryOS \u7684\u6027\u80fd\uff0c\u7814\u7a76\u56e2\u961f\u5728 LoCoMo \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fdb\u884c\u4e86\u5b9e\u9a8c\u3002\u7ed3\u679c\u663e\u793a\uff0cMemoryOS \u7684 F1 \u5206\u6570\u63d0\u5347\u4e86 49.11%\uff0cBLEU-1 \u6307\u6807\u63d0\u5347\u4e86 46.18%\uff0c\u4e14\u5728\u54cd\u5e94\u6b63\u786e\u6027\u4e0e\u4e0a\u4e0b\u6587\u8fde\u8d2f\u6027\u65b9\u9762\u5747\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\u3002<\/span><\/span><\/p>

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cMemoryOS \u5728\u6548\u7387\u4f18\u5316\u65b9\u9762\u8868\u73b0\u7a81\u51fa\uff1a\u5176\u6bb5\u9875\u5f0f\u5b58\u50a8\u4f18\u5316\u7ed3\u5408\u4e3b\u9898\u805a\u7c7b\u4e0e\u65f6\u95f4\u8870\u51cf\u7b97\u6cd5\uff0c\u5b9e\u73b0\u4e86\u79d2\u7ea7\u68c0\u7d22\u54cd\u5e94\u548c\u5173\u952e\u8bb0\u5fc6\u7cbe\u51c6\u5b9a\u4f4d\u3002LoCoMo \u6d4b\u8bd5\u6570\u636e\u663e\u793a\uff0cMemoryOS \u5e73\u5747\u4ec5\u9700 4.9 \u6b21\u5927\u6a21\u578b\u8c03\u7528\uff08\u663e\u8457\u4f4e\u4e8e A-Mem \u7684 13 \u6b21\uff09\u548c 3874 \u4e2a token \u6d88\u8017\uff08\u8fdc\u5c11\u4e8e MemGPT \u7684 16977\uff09\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u8ba1\u7b97\u5f00\u9500\u3002\u5176\u52a8\u6001\u8d1f\u8f7d\u5747\u8861\u673a\u5236\u80fd\u6839\u636e\u5bf9\u8bdd\u590d\u6742\u5ea6\u81ea\u52a8\u8c03\u6574\u7b56\u7565\uff0c\u6709\u6548\u907f\u514d\u201c\u8bb0\u5fc6\u8fc7\u8f7d\u201d\u3002<\/span><\/span><\/p>

\u8868\u4e28LoCoMo \u6570\u636e\u96c6\u4e0a\u7684\u5bf9\u6bd4\u6548\u679c\uff08\u6765\u6e90\uff1aarXiv\uff09<\/div>
<\/a>

\u8fd9\u4e9b\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cMemoryOS \u4e0d\u4ec5\u89e3\u51b3\u4e86\u957f\u671f\u5bf9\u8bdd\u4e2d\u7684\u8bb0\u5fc6\u8fde\u8d2f\u6027\u95ee\u9898\uff0c\u8fd8\u901a\u8fc7\u4e2a\u6027\u5316\u8bb0\u5fc6\u4fdd\u7559\u673a\u5236\u5b9e\u73b0\u4e86\u6570\u767e\u8f6e\u5bf9\u8bdd\u4e2d\u7684\u7a33\u5b9a\u6027\u80fd\u3002\u8be5\u7cfb\u7edf\u7684\u521b\u65b0\u6027\u5728\u4e8e\uff0c\u5c06\u4eba\u8111\u8bb0\u5fc6\u673a\u5236\u4e0e\u8ba1\u7b97\u673a\u5b58\u50a8\u6280\u672f\u76f8\u878d\u5408\uff0c\u4e3a\u5927\u6a21\u578b\u8bb0\u5fc6\u7ba1\u7406\u63d0\u4f9b\u4e86\u517c\u5177\u751f\u7269\u542f\u53d1\u6027\u548c\u5de5\u7a0b\u5b9e\u7528\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/span><\/p>

\u56fe\u4e28\u6848\u4f8b\u7814\u7a76\u5c55\u793a\u5f15\u5165\u6211\u4eec\u8bb0\u5fc6\u7ba1\u7406\u7cfb\u7edf\u5e26\u6765\u7684\u79ef\u6781\u5f71\u54cd\uff08\u6765\u6e90\uff1aarXiv\uff09<\/div>
<\/a>

\u5728 MemoryOS \u57fa\u7840\u4e0a\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u5f00\u53d1\u4e86\u57fa\u4e8e\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08MCP\uff0cModel Context Protocol\uff09\u7684 MemoryOS MCP Server \u63a5\u53e3\u3002\u8be5\u63a5\u53e3\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u6807\u51c6\u5316\u3001\u4f4e\u95e8\u69db\u7684\u8bb0\u5fc6\u7ba1\u7406\u80fd\u529b\u96c6\u6210\u65b9\u6848\uff0c\u964d\u4f4e\u6280\u672f\u4f7f\u7528\u95e8\u69db\u3002<\/span><\/span><\/p>

\u767e\u5bb6 AI \u56e2\u961f\u8d1f\u8d23\u4eba<\/span>\u767d\u5a77\u6559\u6388\u5bf9 DeepTech \u8868\u793a\uff0cMemoryOS-MCP \u670d\u52a1\u7684\u63a8\u51fa\uff0c\u6807\u5fd7\u7740 MemoryOS \u4ece\u201c\u8bb0\u5fc6\u64cd\u4f5c\u7cfb\u7edf\u201d\u5347\u7ea7\u4e3a\u201c\u8bb0\u5fc6\u751f\u6001\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u5e0c\u671b\u901a\u8fc7\u6807\u51c6\u5316\u63a5\u53e3\uff0c\u8ba9\u66f4\u591a\u5f00\u53d1\u8005\u8f7b\u677e\u83b7\u5f97\u5148\u8fdb\u7684\u8bb0\u5fc6\u7ba1\u7406\u80fd\u529b\uff0c\u5171\u540c\u63a8\u52a8 AI \u4ece\u201c\u77ed\u65f6\u8bb0\u5fc6\u201d\u5411\u201c\u8ba4\u77e5\u667a\u80fd\u201d\u8de8\u8d8a\u3002<\/span><\/p>

\u56fe\u4e28\u767d\u5a77\uff08\u6765\u6e90\uff1a\u767d\u5a77\uff09<\/div>
<\/a>

\u4e0e\u5e95\u5c42 MemoryOS \u4fa7\u91cd\u4e8e\u5b9e\u73b0\u957f\u6548\u8bb0\u5fc6\u4e0e\u4e2a\u6027\u5316\u4ea4\u4e92\uff08\u6838\u5fc3\u6280\u672f\u4e3a\u4e09\u7ea7\u5b58\u50a8\u67b6\u6784\u4e0e\u52a8\u6001\u66f4\u65b0\u673a\u5236\uff09\u4e0d\u540c\uff0cMCP \u7248\u672c\u5b9a\u4f4d\u4e3a\u4e0a\u5c42\u751f\u6001\u6269\u5c55\u7684\u6807\u51c6\u5316\u63a5\u53e3\u670d\u52a1\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u89e3\u51b3\u5de5\u4e1a\u5316\u843d\u5730\u7684\u96c6\u6210\u96be\u9898\u3002<\/span><\/span><\/p>

\u5f00\u53d1\u8005\u65e0\u9700\u7406\u89e3\u5e95\u5c42\u67b6\u6784\u6216\u9002\u914d\u4e0d\u540c\u6846\u67b6\uff0c\u901a\u8fc7\u8c03\u7528 MCP Server \u63d0\u4f9b\u7684\u6a21\u5757\u5316\u5de5\u5177\u80fd\u591f\u201c\u5373\u63d2\u5373\u7528\u201d\u5730\u4e3a\u5404\u7c7b AI \u5e94\u7528\uff08\u5982\u5bf9\u8bdd\u673a\u5668\u4eba\u3001\u667a\u80fd\u52a9\u624b\u3001\u5782\u76f4\u9886\u57df\u5927\u6a21\u578b\uff09\u6ce8\u5165\u957f\u6548\u8bb0\u5fc6\u80fd\u529b\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5f00\u53d1\u95e8\u69db\u3002<\/span><\/span><\/p>

\u8868\u4e28MemoryOS \u4e0e MemoryOS MCP \u7248\u672c\u5bf9\u6bd4\uff08\u6574\u7406\uff1aDeepTech\uff09<\/div>
<\/a>

MCP \u7684\u5b9e\u73b0\u5e26\u6765\u4e86\u8bf8\u591a\u4f18\u52bf\uff1a\u9996\u5148\uff0c\u5343\u8f6e\u5bf9\u8bdd\u4e0d\u201c\u65ad\u7247\u201d\uff0c\u7ee7\u627f MemoryOS \u7684\u52a8\u6001\u8bb0\u5fc6\u66f4\u65b0\u673a\u5236\uff0c\u4fdd\u6301\u4e0a\u4e0b\u6587\u8fde\u8d2f\u6027\uff1b\u5176\u6b21\uff0c\u4e2a\u6027\u5316\u4ea4\u4e92\u96f6\u5f00\u53d1\uff0c\u81ea\u52a8\u6c89\u6dc0\u7528\u6237\u753b\u50cf\uff0c\u751f\u6210\u57fa\u4e8e\u5386\u53f2\u5bf9\u8bdd\u7684\u4e13\u5c5e\u54cd\u5e94\uff1b\u6700\u540e\uff0c\u65e0\u7f1d\u9002\u914d\uff0c\u652f\u6301 Cline\u3001Cursor \u7b49\u4e3b\u6d41 Agent \u5ba2\u6237\u7aef\uff0c\u5b9e\u73b0\u4e00\u952e\u81ea\u52a8\u96c6\u6210\u8bb0\u5fc6\u7ba1\u7406\u3002<\/span><\/span><\/p>

\u6b64\u5916\uff0c\u57fa\u4e8e MemoryOS \u7684\u6bb5\u9875\u5f0f\u5b58\u50a8\u4f18\u5316\uff0cMCP \u8fd8\u5177\u5907\u9ad8\u6548\u8bb0\u5fc6\u5f15\u64ce\uff0c\u6027\u80fd\u96f6\u635f\u8017\u3002\u5b83\u80fd\u591f\u5b9e\u73b0\u79d2\u7ea7\u68c0\u7d22\u54cd\u5e94\uff0c\u901a\u8fc7\u4e3b\u9898\u805a\u7c7b\u4e0e\u65f6\u95f4\u8870\u51cf\u7b97\u6cd5\u7cbe\u51c6\u5b9a\u4f4d\u5173\u952e\u8bb0\u5fc6\uff1b\u52a8\u6001\u8d1f\u8f7d\u5747\u8861\uff0c\u81ea\u52a8\u6839\u636e\u5bf9\u8bdd\u590d\u6742\u5ea6\u8c03\u6574\u8bb0\u5fc6\u7b56\u7565\uff0c\u907f\u514d\u201c\u8bb0\u5fc6\u8fc7\u8f7d\u201d\uff1b\u4ee5\u53ca\u65e0\u7f1d\u96c6\u6210\uff0c\u5b9e\u73b0\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u9ad8\u6548\u63a5\u5165\u3002<\/span><\/span><\/p>

\u56fe\u4e28MemoryOS \u652f\u6301\u5217\u8868\uff08\u6765\u6e90\uff1a\u8be5\u56e2\u961f\uff09<\/div>
<\/a>

MCP \u7684\u6807\u51c6\u5316\u80fd\u529b\u6b63\u5728\u91cd\u5851\u591a\u573a\u666f AI \u4ea4\u4e92\u4f53\u9a8c\uff1a\u5728<\/span>\u667a\u80fd\u5ba2\u670d<\/span><\/strong>\u9886\u57df\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u6c89\u6dc0\u7528\u6237\u5386\u53f2\u54a8\u8be2\u8bb0\u5f55\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u89e3\u51b3\u65b9\u6848\uff1b\u6559\u80b2\u52a9\u624b<\/span><\/strong>\u4e2d\uff0c\u901a\u8fc7\u8ffd\u8e2a\u5b66\u4e60\u8fdb\u5ea6\u4e0e\u77e5\u8bc6\u8584\u5f31\u70b9\uff0c\u5b9e\u73b0\u5b66\u4e60\u8def\u5f84\u5b9a\u5236\uff1b\u60c5\u611f\u966a\u4f34<\/span><\/strong>\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u8bb0\u5fc6\u5173\u952e\u4fe1\u606f\uff0c\u53ef\u57fa\u4e8e\u7528\u6237\u6027\u683c\u7279\u5f81\u4e0e\u5bf9\u8bdd\u4e60\u60ef\u751f\u6210\u4e13\u5c5e\u54cd\u5e94\u3002<\/span><\/p>

\u76ee\u524d\uff0cMemoryOS \u7684 MCP \u670d\u52a1\u5df2\u968f MemoryOS v1.1 \u7248\u672c\u5f00\u6e90\u53d1\u5e03\uff0c\u5e76\u914d\u5957\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u5f00\u53d1\u8005\u6587\u6863\u3002\u53e6\u636e\u6089\uff0c\u767e\u5bb6 AI \u56e2\u961f\u5c06\u5728 7 \u6708\u5f00\u542f MemoryOS \u5e73\u53f0\u5185\u6d4b\uff0cMemoryOS \u5e73\u53f0\u642d\u8f7d\u66f4\u5f3a\u8bb0\u5fc6\u7ba1\u7406\u7b97\u6cd5\uff0c\u63d0\u4f9b\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u548c\u66f4\u591a\u4e1a\u52a1\u529f\u80fd\u670d\u52a1\u3002MemoryOS \u5e73\u53f0\u5185\u6d4b\u7801\u7533\u8bf7\uff1ahttps:\/\/www.wjx.cn\/vm\/mo38ETs.aspx#<\/span><\/span><\/p>

\u53c2\u8003\u8d44\u6599\uff1a<\/span><\/span><\/p>

1.https:\/\/arxiv.org\/pdf\/2506.06326<\/span><\/span><\/p>

2.\u5f00\u6e90\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/BAI-LAB\/MemoryOS<\/span><\/span><\/p>

<\/p>

\u8fd0\u8425\/\u6392\u7248\uff1a\u4f55\u6668\u9f99<\/span><\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>","content_en":null,"content_all":null,"article_url":"http:\/\/www.sciphi.cn\/article\/view\/14916","typeName":"AI"},"code":10000,"message":"\u6210\u529f"}