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\u6bcf\u4e00\u6b21\u65b0\u4f1a\u8bdd\uff0c\u667a\u80fd\u4f53\u90fd\u4ece\u96f6\u5f00\u59cb&mdash;&mdash;\u5b83\u4e0d\u79ef\u7d2f\uff0c\u4e5f\u4e0d\u6c89\u6dc0\u3002<\/strong><\/p>\n<p>\u5bf9\u4f01\u4e1a\u6765\u8bf4\uff0c\u8fd9\u4e0d\u662f\u4e00\u4e2a\u5de5\u7a0b\u5c0f\u95ee\u9898\uff0c\u662f\u4e00\u4e2a\u6839\u672c\u6027\u7684\u95ee\u9898\u3002\u4f01\u4e1a\u6700\u6709\u4ef7\u503c\u7684\u8d44\u4ea7\u4e4b\u4e00\uff0c\u662f know-how\u3001\u89c4\u7a0b\u3001\u7ecf\u9a8c\u3001\u5ba2\u6237\u6863\u6848\u3002\u5982\u679c\u667a\u80fd\u4f53\u6bcf\u6b21\u4f1a\u8bdd\u90fd\"\u5931\u5fc6\"\uff0c\u4f01\u4e1a\u7684\u77e5\u8bc6\u8d44\u4ea7\u5c31\u7f3a\u4e4f\u4e00\u4e2a\u957f\u671f\u7684\u8f7d\u4f53\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 2024 \u81f32026 \u5e74\u95f4\uff0c\u5e02\u573a\u4e0a\u51fa\u73b0\u4e86\u4e0d\u5c11\u4e3a\u8fd9\u4e00\u4ee3\u5e73\u53f0\u8865\u5145\"\u8de8\u4f1a\u8bdd\u8bb0\u5fc6\"\u7684\u7b2c\u4e09\u65b9\u670d\u52a1&mdash;&mdash;MemU\u3001Mem0\u3001Letta\uff08\u524d\u8eabMemGPT\uff09\u7b49\u3002Dify \u81ea\u5df1\u4e5f\u5728\u6587\u6863\u91cc\u5766\u8bda\u63d0\u5230\uff1a\"\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u7684\u89c4\u6a21\u5df2\u7ecf\u8fbe\u5230 1.4 million machines\uff0c\u4f46\u7f3a\u4e4f\u5171\u4eab\u8bb0\u5fc6\u3002\"<\/p>\n<p>\u7b2c\u4e00\u4ee3\u89e3\u51b3\u4e86\"\u5bf9\u8bdd\u8fde\u7eed\u6027\"\uff0c\u8fd9\u662f\u4e00\u4ef6\u4e86\u4e0d\u8d77\u7684\u4e8b\u3002\u4e0b\u4e00\u4ee3\u8981\u89e3\u51b3\u7684\uff0c\u662f\"\u4efb\u52a1\u8fde\u7eed\u6027\"\u3002<\/p>\n<h2>\u4e09\u3001\u7b2c\u4e8c\u4ee3\u8bb0\u5fc6\uff1aManus \u4e0e DeepResearch \u7684\"\u4efb\u52a1\u7ea7\u8bb0\u5fc6\"<\/h2>\n<p>\u7b2c\u4e8c\u4ee3\u8bb0\u5fc6\u7684\u4ee3\u8868\u662f 2025 \u5e74\u8fc5\u901f\u8d70\u7ea2\u7684 Manus\uff0c\u4ee5\u53ca <a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u3001Google \u7b49\u63a8\u51fa\u7684 DeepResearch \u7c7b\u4ea7\u54c1\u6240\u5171\u4eab\u7684\u8303\u5f0f\u3002<\/p>\n<p>Manus \u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u5f53\u4e00\u9879\u4efb\u52a1\u9700\u8981\u6570\u5341\u6b21\u5de5\u5177\u8c03\u7528\u3001\u6570\u5c0f\u65f6\u7684\u8fde\u7eed\u63a8\u7406\u3001\u8de8\u7f51\u9875\/\u6587\u4ef6\/\u4ee3\u7801\u7684\u590d\u6742\u7814\u7a76\u65f6\uff0c\u667a\u80fd\u4f53\u5982\u4f55\u628a\u8fc7\u7a0b\u4e2d\u7684\u4e2d\u95f4\u7ed3\u679c\u3001\u63a8\u7406\u8def\u5f84\u3001\u5916\u90e8\u4fe1\u606f\u7ec4\u7ec7\u8d77\u6765\uff0c\u4e0d\u88ab\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236\u51fb\u7a7f\u3002<\/p>\n<p>Manus \u7684\u505a\u6cd5\u662f\u628a\u8bb0\u5fc6\u4ece\"\u4f1a\u8bdd\u7f13\u51b2\"\u5347\u7ea7\u4e3a\"\u4efb\u52a1\u7ea7\u5de5\u4f5c\u7a7a\u95f4\"\uff1a\u5728\u6c99\u7bb1\u4e2d\u7ef4\u62a4\u6587\u4ef6\u7cfb\u7edf\u3001\u68c0\u7d22\u6458\u8981\u3001\u4e2d\u95f4\u4ea7\u7269\u7684\u5c42\u7ea7\u5316\u8bb0\u5fc6\uff0c\u914d\u5408\u4efb\u52a1\u89c4\u5212\u4e0e\u56de\u6eaf\uff0c\u8ba9\u667a\u80fd\u4f53\u5728\u957f\u4efb\u52a1\u91cc\"\u8bb0\u5f97\u81ea\u5df1\u5728\u505a\u4ec0\u4e48\u3001\u8d70\u5230\u54ea\u4e00\u6b65\u3001\u770b\u8fc7\u54ea\u4e9b\u8d44\u6599\"\u3002OpenAI \u7684 DeepResearch\u3001Google \u7684 Deep Research \u5728\u601d\u8def\u4e0a\u540c\u6e90&mdash;&mdash;\u90fd\u662f\u56f4\u7ed5\"\u4e00\u6b21\u590d\u6742\u7814\u7a76\"\u7684\u751f\u547d\u5468\u671f\u6784\u5efa\u77ed\u4e2d\u671f\u8bb0\u5fc6\u3002<\/p>\n<p>\u76f8\u5bf9\u7b2c\u4e00\u4ee3\u4f1a\u8bdd\u7ea7\u8bb0\u5fc6\uff0c\u8fd9\u662f\u4e00\u6b21\u5b9e\u8d28\u6027\u7684\u8fdb\u6b65&mdash;&mdash;\u667a\u80fd\u4f53\u7b2c\u4e00\u6b21\u80fd\u5728\u6570\u5c0f\u65f6\u8de8\u5ea6\u7684\u4efb\u52a1\u4e2d\u4fdd\u6301\u8fde\u8d2f\u3002\u8fd9\u4e00\u4ee3\u8bb0\u5fc6\u673a\u5236\u6709\u5b83\u6e05\u6670\u7684\u8bbe\u8ba1\u76ee\u6807\uff0c\u4e5f\u6709\u76f8\u5e94\u7684\u8fb9\u754c\uff1a<\/p>\n<p>\u5b83\u9762\u5411\u7684\u6838\u5fc3\u573a\u666f\u662f\"\u5e2e\u4e00\u4e2a\u7528\u6237\u5b8c\u6210\u4e00\u6b21\u590d\u6742\u7814\u7a76\"&mdash;&mdash;\u4efb\u52a1\u7ed3\u675f\uff0c\u5de5\u4f5c\u7a7a\u95f4\u968f\u4e4b\u5f52\u6863\u6216\u6e05\u7406\uff0c\u8de8\u4efb\u52a1\u7684\u77e5\u8bc6\u6c89\u6dc0\u4e0d\u662f\u5b83\u7684\u8bbe\u8ba1\u76ee\u6807\uff1b\u5b83\u670d\u52a1\u7684\u662f\u901a\u7528\u7814\u7a76\u573a\u666f\uff0c\u6ca1\u6709\u5185\u7f6e\u4f01\u4e1a\u77e5\u8bc6\u7684\u672c\u4f53\u7ed3\u6784\u3001\u7ea6\u675f\u89c4\u5219\u3001\u6743\u9650\u6a21\u578b\uff1b\u5b83\u5728\u957f\u4efb\u52a1\u4e2d\u7684 token \u6d88\u8017\u4f1a\u663e\u8457\u653e\u5927\uff0c\u5728\u4f01\u4e1a\u5927\u89c4\u6a21\u5e76\u53d1\u573a\u666f\u4e0b\u6210\u672c\u63a7\u5236\u6709\u6311\u6218\u3002<\/p>\n<p><strong>\u4f01\u4e1a\u7684\u9700\u6c42\u548c\u8fd9\u6761\u4ea7\u54c1\u7ebf\u7684\u8bbe\u8ba1\u76ee\u6807\uff0c\u5e76\u4e0d\u5b8c\u5168\u91cd\u5408&mdash;&mdash;\u4f01\u4e1a\u8981\u7684\u4e0d\u662f\"\u505a\u5b8c\u4e00\u4ef6\u590d\u6742\u7684\u4e8b\"\uff0c\u800c\u662f\"\u4e00\u7fa4\u667a\u80fd\u4f53\uff0c\u5728\u4e00\u5bb6\u516c\u53f8\u91cc\u957f\u671f\u3001\u89c4\u8303\u3001\u5b89\u5168\u5730\u5de5\u4f5c\"\u3002<\/strong><\/p>\n<h2>\u56db\u3001\u7b2c\u4e09\u4ee3\u8bb0\u5fc6\uff1aOpenClaw \u4e0e Hermes Agent \u7684\"\u6301\u4e45\u5316\u8bb0\u5fc6\"<\/h2>\n<p>\u7b2c\u4e09\u4ee3\u8bb0\u5fc6\u7684\u4ee3\u8868\u662f OpenClaw \u548c Nous Research \u5728 2026 \u5e74\u5f00\u6e90\u7684 Hermes Agent\u3002\u5b83\u4eec\u8981\u89e3\u51b3\u7684\u95ee\u9898\u66f4\u8fdb\u4e00\u6b65\uff1a\u8ba9\u8bb0\u5fc6\u8de8\u4efb\u52a1\u3001\u8de8\u4f1a\u8bdd\u957f\u671f\u6301\u4e45\u5b58\u5728\uff0c\u5e76\u4e14\u80fd\u591f\"\u81ea\u6211\u8fdb\u5316\"\u3002<\/p>\n<p>OpenClaw \u628a\u8bb0\u5fc6\u53d8\u6210\u53ef\u6301\u4e45\u5316\u7684\u5de5\u4ef6\u3002\u5b83\u9009\u62e9\u7528\"\u7ed3\u6784\u5316\u6587\u672c\u6587\u4ef6\"\u4f5c\u4e3a\u8bb0\u5fc6\u8f7d\u4f53\uff1aMEMORY.md \u8bb0\u5f55\u6301\u4e45\u4e8b\u5b9e\u3001\u7528\u6237\u504f\u597d\u3001\u9879\u76ee\u72b6\u6001\uff1bAGENTS.md \u662f\u667a\u80fd\u4f53\u542f\u52a8\u5e8f\u5217\u4e0e\u89d2\u8272\u5b9a\u4e49\uff1bSKILL.md \u6c89\u6dc0\u53ef\u590d\u7528\u7684\u6280\u80fd\u811a\u672c&mdash;&mdash;\u667a\u80fd\u4f53\u5728\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u540e\u4f1a\u81ea\u52a8\u521b\u5efa\u65b0\u7684 SKILL.md\uff0c\u5b9e\u73b0\u6280\u80fd\u7684\"\u79ef\u7d2f\"\u3002\u8fd9\u5957\u8bbe\u8ba1\u7684\u54f2\u5b66\u5f88\u6e05\u6670\uff1a\u8ba9\u8bb0\u5fc6\u53d8\u6210\u53ef\u4ee5\u8bfb\u3001\u53ef\u4ee5\u6539\u3001\u53ef\u4ee5\u63d0\u4ea4\u5230 Git\u3001\u53ef\u4ee5\u56e2\u961f\u5171\u4eab\u7684\u5de5\u4ef6\uff0c\u8fd9\u662f\u4ece\"\u60c5\u666f\u8bb0\u5fc6\"\u8d70\u5411\u4e86\"\u7a0b\u5e8f\u6027\u8bb0\u5fc6\"\u3002<\/p>\n<p>2026 \u5e74 2 \u6708\uff0cNous Research \u5f00\u6e90\u4e86 Hermes Agent\uff0c\u662f\u5f53\u524d\u5b66\u672f\u4e0e\u5de5\u7a0b\u754c\u5728\u8bb0\u5fc6\u67b6\u6784\u4e0a\u505a\u5f97\u8f83\u6df1\u5165\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6\u4e4b\u4e00\u3002\u5b83\u7684\u6838\u5fc3\u7406\u5ff5\u88ab Nous Research \u5199\u5728\u4e3b\u9875\u6700\u663e\u773c\u7684\u4f4d\u7f6e\uff1a<\/p>\n<p><strong>The agent that grows with you. <\/strong><strong>\uff08\u4e00\u4e2a\u4e0e\u4f60\u5171\u540c\u6210\u957f\u7684\u667a\u80fd\u4f53\u3002\uff09<\/strong><\/p>\n<p><strong>&mdash;&mdash; Hermes Agent &middot; Nous Research<\/strong><\/p>\n<p>Hermes \u7684\u8bb0\u5fc6\u67b6\u6784\u7531\u4e09\u5c42\u53e0\u52a0\u6784\u6210\uff1a\u4e0a\u4e0b\u6587\u538b\u7f29\u5c42\uff08\u63a5\u8fd1\u7a97\u53e3\u4e0a\u9650\u65f6\u81ea\u52a8 LLM \u6458\u8981\u538b\u7f29\u5386\u53f2\uff09\uff1bSQLite + FTS5 \u5168\u6587\u7d22\u5f15\u5c42\uff08\u6240\u6709\u5386\u53f2\u4f1a\u8bdd\u5b58\u5165\u672c\u5730\u6570\u636e\u5e93\uff0c\u652f\u6301\u8de8\u4f1a\u8bdd\u8bed\u4e49\u53ec\u56de\uff09\uff1bMEMORY.md \u6301\u4e45\u5c42 + Honcho \u7528\u6237\u6a21\u578b\uff08\u7ee7\u627f OpenClaw \u7684 markdown \u6301\u4e45\u8bb0\u5fc6\u6a21\u5f0f\uff0c\u4f46\u989d\u5916\u589e\u52a0\u8fa9\u8bc1\u5f0f\u7528\u6237\u5efa\u6a21\uff09\u3002Hermes \u5f15\u5165\u4e86\"\u81ea\u6211\u6539\u8fdb\"\u7684\u95ed\u73af\uff1a\u667a\u80fd\u4f53\u80fd\u5728\u6267\u884c\u590d\u6742\u4efb\u52a1\u540e\u81ea\u52a8\u603b\u7ed3\u751f\u6210\u65b0\u7684 Skill\uff0c\u53d1\u73b0\u5df2\u6709 Skill \u8fc7\u65f6\u6216\u9519\u8bef\u65f6\u4e3b\u52a8\u4fee\u8ba2\uff0c\u5b9a\u671f\"\u63d0\u9192\u81ea\u5df1\"\u6301\u4e45\u5316\u91cd\u8981\u77e5\u8bc6\uff0c\u5e76\u901a\u8fc7 Honcho \u6301\u7eed\"\u5047\u8bbe-\u9a8c\u8bc1-\u4fee\u6b63\"\u5bf9\u7528\u6237\u7684\u7406\u89e3\u3002\u8fd9\u628a\u8bb0\u5fc6\u4ece\"\u88ab\u52a8\u6587\u6863\"\u5347\u7ea7\u4e3a\"\u4e3b\u52a8\u6f14\u5316\u7684\u8ba4\u77e5\u7cfb\u7edf\"\u3002<\/p>\n<p>OpenClaw \u548c Hermes \u8ba9\u8bb0\u5fc6\u771f\u6b63\u8de8\u8d8a\u4e86\u4efb\u52a1\u8fb9\u754c\uff0c\u7b2c\u4e00\u6b21\u5b9e\u73b0\u4e86\"\u6301\u4e45\u5316\"\u548c\"\u81ea\u8fdb\u5316\"\u3002<\/p>\n<p>\u800c\u5f53\u6211\u4eec\u8bd5\u56fe\u628a\u8fd9\u4e00\u4ee3\u8303\u5f0f\u76f4\u63a5\u653e\u5230\u4f01\u4e1a\u5927\u89c4\u6a21\u843d\u5730\u7684\u8bed\u5883\u91cc\uff0c\u4f1a\u9047\u5230\u51e0\u4e2a\u9700\u8981\u7ee7\u7eed\u89e3\u51b3\u7684\u5de5\u7a0b\u8bfe\u9898\u3002\u8fd9\u4e9b\u8bfe\u9898\u4e0d\u662f\u8fd9\u4e00\u4ee3\u8bbe\u8ba1\u76ee\u6807\u7684\u6838\u5fc3\uff0c\u4f46\u6070\u597d\u662f\u4f01\u4e1a\u7ea7\u843d\u5730\u5fc5\u987b\u56de\u7b54\u7684\uff1a<\/p>\n<ul>\n<li>\u4e00\u662f\u7ed3\u6784\u5316\u63a8\u7406\u3002\u6587\u672c\u6587\u4ef6\u672c\u8d28\u662f\u6241\u5e73\u5b57\u7b26\u4e32\u3002\"\u5ba2\u6237 A \u7684\u8bbe\u5907 B \u5728\u53bb\u5e74 6 \u6708\u53d1\u751f\u8fc7\u6545\u969c C\"\u5b58\u5728 MEMORY.md \u91cc\u53ea\u662f\u4e00\u884c\u6587\u5b57&mdash;&mdash;\u667a\u80fd\u4f53\u4e0d\u5bb9\u6613\u56de\u7b54\"\u8fd9\u4e2a\u6545\u969c\u4e0e\u54ea\u4e9b\u5176\u4ed6\u6545\u969c\u76f8\u5173\"\u6216\"\u8fd9\u7c7b\u8bbe\u5907\u7684\u5386\u53f2\u6545\u969c\u7387\u5206\u5e03\u5982\u4f55\"\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u56de\u7b54\u9700\u8981\u8de8\u5b9e\u4f53\u7684\u56e0\u679c\u63a8\u7406\uff0c\u7ed3\u6784\u5316\u63a8\u7406\u7684\u80fd\u529b\u5929\u7136\u4f9d\u8d56\u4e8e\u77e5\u8bc6\u672c\u8eab\u7684\u7ed3\u6784\u5316\u8868\u793a\u3002<\/li>\n<li>\u4e8c\u662f token \u7ecf\u6d4e\u6027\u3002\u5b66\u672f\u7814\u7a76\uff08arxiv 2603.00902\uff09\u663e\u793a\uff0c\u6587\u4ef6\u5f0f\u8bb0\u5fc6\u6846\u67b6\u5728\u5f88\u591a\u573a\u666f\u4e0b\u5b58\u5728\u6570\u500d\u7684 token \u653e\u5927&mdash;&mdash;\u6bcf\u6b21\u4f1a\u8bdd\u90fd\u8981\u91cd\u65b0\u52a0\u8f7d SKILL.md \/ MEMORY.md \/ AGENTS.md\uff0c\u53e0\u52a0\u6587\u6863\u81a8\u80c0\u548c\u5de5\u5177\u8f93\u51fa\u6c61\u67d3\u3002\u8fd9\u5bf9\u4e2a\u4eba\u5f00\u53d1\u8005\u5f71\u54cd\u6709\u9650\uff0c\u4f46\u5728\u4f01\u4e1a\u5927\u89c4\u6a21\u5e76\u53d1\u573a\u666f\u4e0b\uff0c\u5355\u4f4d token \u7684\u4e1a\u52a1\u4ef7\u503c\u5bc6\u5ea6\u9700\u8981\u8fdb\u4e00\u6b65\u4f18\u5316\u3002<\/li>\n<li>\u4e09\u662f\u5199\u56de\u4e0e\u51b2\u7a81\u7ba1\u7406\u3002\u8ba9\u667a\u80fd\u4f53\u81ea\u4e3b\u51b3\u5b9a\"\u5199\u5165\u4ec0\u4e48\"\uff0c\u9700\u8981\u914d\u5957\u7684\u5199\u56de\u8d28\u91cf\u6821\u9a8c\u4e0e\u77e5\u8bc6\u51b2\u7a81\u7ba1\u7406\u673a\u5236\u3002\u793e\u533a\u4e5f\u610f\u8bc6\u5230\u8fd9\u4e2a\u8bfe\u9898\uff0c\u53d1\u5c55\u51fa\u4e86 ClawMem\u3001claude-mem \u7b49\"\u8bb0\u5fc6\u84b8\u998f\"\u63d2\u4ef6\u6765\u8865\u5145\u3002<\/li>\n<li>\u56db\u662f\u7ec4\u7ec7\u89c6\u89d2\u4e0e\u5408\u89c4\u3002Hermes 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buffer\u3001\u4efb\u52a1\u5de5\u4f5c\u7a7a\u95f4\u3001markdown\uff0c\u8fd8\u662f FTS5 \u7d22\u5f15&mdash;&mdash;\u8bb0\u5fc6\u8f7d\u4f53\u672c\u8d28\u90fd\u662f\"\u901a\u7528\u5f62\u5f0f\"\uff0c\u4f01\u4e1a\u77e5\u8bc6\u5fc5\u987b\u88ab\u7ffb\u8bd1\u6210\u8fd9\u79cd\u901a\u7528\u5f62\u5f0f\u624d\u80fd\u88ab\u8bb0\u4f4f\u3002<\/strong>\u800c\u4f01\u4e1a\u77e5\u8bc6\u7684\u672c\u6765\u9762\u76ee\uff0c\u5176\u5b9e\u65e9\u6709\u5b9e\u8df5&mdash;&mdash;\u5c31\u662f\u672c\u4f53\u903b\u8f91\u3002\u7ffb\u8bd1\uff0c\u5c31\u4f1a\u6709\u635f\u3002<\/p>\n<h2>\u4e94\u3001\u4ea7\u4e1a\u5176\u4ed6\u73a9\u5bb6\u6b63\u5728\u6536\u655b\u4e8e\u54ea\u91cc<\/h2>\n<p>\u4e00\u4e2a\u5224\u65ad\u5982\u679c\u53ea\u6765\u81ea\u4e00\u5bb6\u516c\u53f8\uff0c\u90a3\u662f\u89c2\u70b9\uff1b\u5982\u679c\u6765\u81ea\u5b66\u672f\u754c\u3001\u4ea7\u4e1a\u754c\u51e0\u4e2a\u72ec\u7acb\u56e2\u961f\u7684\u540c\u65f6\u6536\u655b\uff0c\u90a3\u5c31\u66f4\u63a5\u8fd1\u8d8b\u52bf\u3002<\/p>\n<p>\u5728\u601d\u8003\u667a\u80fd\u4f53\u8bb0\u5fc6\u673a\u5236\u9700\u8981\u4ece\"\u6587\u6863\/\u5411\u91cf\"\u8f6c\u5411\"\u7ed3\u6784\u5316\u3001\u53ef\u63a8\u7406\"\u8fd9\u4ef6\u4e8b\u4e4b\u540e\uff0c\u6211\u5f00\u59cb\u7559\u610f\u5176\u4ed6\u56e2\u961f\u5728\u505a\u4ec0\u4e48&mdash;&mdash;\u540c\u4e00\u4e2a\u65b9\u5411\uff0c\u6b63\u5728\u4e0d\u540c\u7684\u56e2\u961f\u91cc\u88ab\u72ec\u7acb\u5730\u63d0\u51fa\u4e0e\u9a8c\u8bc1\u3002<\/p>\n<p>Glean&mdash;&mdash;\u628a\u4f01\u4e1a\u56fe\u8c31\uff08Enterprise Graph\uff09\u4f5c\u4e3a Agent \u7684\u5de5\u4f5c\u4e0a\u4e0b\u6587\u3002Glean \u5728 2025 \u5e74 12 \u6708\u53d1\u5e03\u7684\u7b2c\u4e09\u4ee3\u5e73\u53f0\"Enterprise Context\"\uff0c\u5c06\u8bb0\u5fc6\u3001\u8fde\u63a5\u5668\u3001\u7d22\u5f15\u3001\u4e2a\u4eba\u56fe\u8c31\uff08Personal Graph\uff09\u3001\u4f01\u4e1a\u56fe\u8c31\uff08Enterprise Graph\uff09\u548c\u6cbb\u7406\u6574\u5408\u5230\u4e00\u8d77\uff0c\u4f5c\u4e3a\u81ea\u4e3b\u667a\u80fd\u4f53\u7684\u7edf\u4e00\u4e0a\u4e0b\u6587\u5c42\u3002Glean \u7684\u8bbe\u8ba1\u54f2\u5b66\u662f\uff1a\u667a\u80fd\u4f53\u7684\u8bb0\u5fc6\u4e0d\u662f\"\u6587\u6863\u5806\"\uff0c\u800c\u662f\"\u4e00\u5bb6\u516c\u53f8\u91cc\u4eba\u3001\u6587\u6863\u3001\u6982\u5ff5\u3001\u52a8\u4f5c\u4e4b\u95f4\u7684\u5173\u7cfb\u56fe\"\uff0c\u5e76\u53e0\u52a0\u6743\u9650\u4e0e\u6cbb\u7406\u3002Glean \u5728\u4f01\u4e1a\u7ea7 Agent \u5e73\u53f0\u4e2d\u5df2\u7ecf\u89c4\u6a21\u5316\u90e8\u7f72\u3002<\/p>\n<p>Snowflake \/ Databricks \u7b49\u6570\u636e\u5e73\u53f0&mdash;&mdash;\u5728\u6570\u636e\u4e4b\u4e0a\u6784\u5efa\u8bed\u4e49\u5c42\uff08Semantic \/ Ontology Layer\uff09\u3002Snowflake \u57282025 \u5e74\u7684\u7814\u7a76\u6307\u51fa\uff0c\u5728\u4f01\u4e1a\u6570\u636e Agent \u4e2d\u5f15\u5165\"\u672c\u4f53\u5c42\"\uff08ontology layer\uff09\u540e\uff0c\u56de\u7b54\u51c6\u786e\u7387\u6709\u663e\u8457\u63d0\u5347\u3001\u5de5\u5177\u8c03\u7528\u6b21\u6570\u660e\u663e\u51cf\u5c11&mdash;&mdash;\u4ed6\u4eec\u5728\u535a\u5ba2\u4e2d\u79f0\u8fd9\u4e00\u5c42\u4e3a \"semantic understanding layer between users and their data\"\u3002Databricks \u7684 AI\/BI Genie\u3001Snowflake Cortex Agents \u90fd\u5728\u671d\u540c\u4e00\u4e2a\u67b6\u6784\u6536\u655b\uff1a\u5728\u6570\u636e\u4e0e LLM \u4e4b\u95f4\u663e\u5f0f\u63d2\u5165\u4e00\u5c42\u8bed\u4e49\/\u672c\u4f53\u8868\u793a\u3002<\/p>\n<p>\u5b66\u672f\u754c\u7684\u65b9\u5411\u540c\u6837\u6e05\u6670\u3002arxiv 2604.20795 \u76f4\u63a5\u63d0\u51fa\uff1a\"\u81ea\u52a8\u672c\u4f53\u6784\u5efa\u4f5c\u4e3a LLM \u7684\u5916\u90e8\u8bb0\u5fc6\u3001\u9a8c\u8bc1\u3001\u89c4\u5212\u5c42\"\uff0c\u5e76\u8bba\u8bc1\u8fd9\u79cd\u67b6\u6784\u662f\"\u6784\u5efa\u4f01\u4e1a\u7ea7 AI \u7cfb\u7edf\u3001\u673a\u5668\u4eba\u7cfb\u7edf\u7b49\u9700\u8981\u6301\u4e45\u77e5\u8bc6\u3001\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u9760\u51b3\u7b56\u7684\u5e94\u7528\u7684\u57fa\u7840\"\u3002<\/p>\n<p><strong>\u6ca1\u6709\u4eba\u7ea6\u597d&mdash;&mdash;\u4f46 Glean\u3001Snowflake\u3001Databricks\u3001\u6ef4\u666e\u4ee5\u53ca\u5b66\u672f\u754c&mdash;&mdash; \u90fd\u5728\u671d\u540c\u4e00\u4e2a\u65b9\u5411\u6536\u655b\uff1a\u667a\u80fd\u4f53\u8bb0\u5fc6\u7684\u4e0b\u4e00\u4ee3\uff0c\u9700\u8981\u8d70\u5411\u7ed3\u6784\u5316\u3001\u53ef\u63a8\u7406\u3001\u672c\u4f53\u9a71\u52a8\u3002<\/strong><\/p>\n<p>\u51e0\u4e2a\u72ec\u7acb\u56e2\u961f\u4e0d\u7ea6\u800c\u540c\u5730\u8d70\u5411\u540c\u4e00\u4e2a\u65b9\u5411\uff0c\u901a\u5e38\u8bf4\u660e\u8fd9\u662f\u4e00\u4e2a\u771f\u5b9e\u7684\u8d8b\u52bf\u3002<\/p>\n<h2>\u516d\u3001\u7b2c\u56db\u4ee3\uff1a\u6ef4\u666e\u79d1\u6280\u63a2\u7d22\u7684\"\u672c\u4f53\u8303\u5f0f\u8bb0\u5fc6\"&mdash;\u4ee5 Deepexi \u4f01\u4e1a\u5927\u6a21\u578b\u672c\u8eab\u4f5c\u4e3a\u8bb0\u5fc6\u8f7d\u4f53\u3002<\/h2>\n<p>\u8bb2\u5230\u8fd9\u91cc\uff0c\u6211\u5fc5\u987b\u628a\u6ef4\u666e\u79d1\u6280\u7684\u5de5\u4f5c\u653e\u8fdb\u6765\u3002\u8fd9\u662f\u8fd9\u7bc7\u6587\u7ae0\u7684\"\u7acb\u573a\u62ab\u9732\"\u90e8\u5206&mdash;&mdash;\u6211\u4e0d\u662f\u5728\u505a\u7b2c\u4e09\u65b9\u9648\u8ff0\uff0c\u6211\u662f\u5728\u8bb2\u6211\u4eec\u81ea\u5df1\u7684\u9009\u62e9\u3002<\/p>\n<p>\u4ece 2024 \u5e74\u81f3\u4eca\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u6784\u5efa FastAGI \u8fd9\u4e2a\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\u5e73\u53f0\uff0c\u5e76\u53cd\u590d\u56de\u5230\u540c\u4e00\u4e2a\u95ee\u9898&mdash;&mdash;\u524d\u4e09\u4ee3\u8bb0\u5fc6\u673a\u5236\u90fd\u4e0d\u80fd\u76f4\u63a5\u7528\u5728\u6211\u4eec\u60f3\u505a\u7684\u4e8b\u60c5\u4e0a\u3002FastAGI \u7684\u8bbe\u8ba1\u76ee\u6807\u662f\"\u627f\u8f7d\u4e00\u5bb6\u6210\u767e\u4e0a\u5343\u751a\u81f3\u66f4\u5927\u89c4\u6a21\u4f01\u4e1a\u7684\u771f\u5b9e\u77e5\u8bc6\u4f53\u7cfb\"\uff0c\u8fd9\u662f\u524d\u4e09\u4ee3\u7684\u8bbe\u8ba1\u76ee\u6807\u4e4b\u5916\u7684\u4e8b\u3002<\/p>\n<p>\u6211\u548c\u56e2\u961f\u6700\u540e\u505a\u4e86\u4e00\u4e2a\u975e\u5e38\u57fa\u672c\u7684\u5224\u65ad\uff1a<\/p>\n<blockquote>\n<p><strong>\u524d\u4e09\u4ee3\u7684\u8bb0\u5fc6\u8f7d\u4f53\u90fd\u662f\"\u901a\u7528\u5f62\u5f0f\"&mdash;&mdash;\u6587\u672c\u3001\u5411\u91cf\u3001\u6587\u6863\u3001\u7d22\u5f15\u3002 \u901a\u7528\u5f62\u5f0f\u6709\u4e00\u4e2a\u6839\u672c\u95ee\u9898\uff1a\u5b83\u9700\u8981\u628a\u4f01\u4e1a\u77e5\u8bc6\"\u7ffb\u8bd1\"\u6210\u901a\u7528\u5f62\u5f0f\u624d\u80fd\u5b58\u50a8\u3002 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\u5de5\u7a0b\u5e08\u7684\u672c\u4f53\u5efa\u6a21\u5de5\u4f5c\uff0c\u518d\u5230 2025 \u5e74\u6784\u5efa FastAGI \u4f01\u4e1a\u667a\u80fd\u4f53\u5e73\u53f0&mdash;&mdash;\u8fd9\u6761\u8def\u6ca1\u6709\u4efb\u4f55\u620f\u5267\u6027\uff0c\u6bcf\u4e00\u6b65\u90fd\u662f\u88ab\u524d\u4e00\u6b65\u63a8\u51fa\u6765\u7684\u3002<\/p>\n<p>\u505a\u6570\u636e\u6cbb\u7406\u7684\u65f6\u5019\uff0c\u6211\u4eec\u53d1\u73b0\u4f01\u4e1a\u6700\u96be\u7684\u95ee\u9898\u4e0d\u662f\"\u6570\u636e\u5b58\u5728\u54ea\"\uff0c\u800c\u662f\"\u6570\u636e\u662f\u4ec0\u4e48\u610f\u601d\"&mdash;&mdash;\u6240\u4ee5\u6211\u4eec\u5f00\u59cb\u505a\u672c\u4f53\u5efa\u6a21\u3002\u505a\u672c\u4f53\u5efa\u6a21\u7684\u65f6\u5019\uff0c\u6211\u4eec\u53d1\u73b0\u6ca1\u6709\u4e00\u4e2a\u63a8\u7406\u5f15\u64ce\u80fd\u8ba9\u672c\u4f53\u771f\u6b63\u6d3b\u8d77\u6765&mdash;&mdash;\u6240\u4ee5\u6211\u4eec\u505a Deepexi \u5927\u6a21\u578b\u3002\u505a\u5b8c Deepexi \u5927\u6a21\u578b\uff0c\u6211\u4eec\u53d1\u73b0\u5355\u4e00\u6a21\u578b\u65e0\u6cd5\u6784\u5efa\u4e00\u4e2a AI \u5458\u5de5&mdash;&mdash;\u6240\u4ee5\u6211\u4eec\u505a FastAGI \u667a\u80fd\u4f53\u5e73\u53f0\u3002<\/p>\n<p>\u6587\u7ae0\u91cc\u6240\u6709\u7684\u89c2\u70b9\uff0c\u662f\u5728\u6ef4\u666e\u79d1\u6280\u89c6\u89d2\u4e0b\u7684\u603b\u7ed3&mdash;&mdash;\u8bfb\u8005\u4eec\u53ef\u4ee5\u57fa\u4e8e\u5185\u5bb9\u5206\u4eab\u81ea\u5df1\u7684\u7406\u89e3\u4e0e\u89c2\u70b9\uff0c\u4e3a\u8fd9\u573a\u4ecd\u5728\u8fdb\u884c\u4e2d\u7684\u8ba8\u8bba\uff0c\u63d0\u4f9b\u4e00\u4e2a\u65b0\u7684\u89c6\u89d2\u4e0e\u63a2\u8ba8\u3002<\/p>\n<blockquote>\n<p><strong>\u53c2\u8003\u8d44\u6599 &middot; References<\/strong><\/p>\n<p>[1] Dify \u5b98\u65b9\u6587\u6863. Memory and Conversation Variables. https:\/\/docs.dify.ai<\/p>\n<p>[2] Manus \/ OpenAI DeepResearch \/ Google Deep Research. Public technical blogs and product documentation. 2025.<\/p>\n<p>[3] OpenClaw GitHub Repository. MEMORY.md \/ AGENTS.md \/ SKILL.md Specification.<\/p>\n<p>[4] arxiv 2603.00902. \"Clawdrain: Token Amplification in File-based Agent Memory Systems\". 2026.<\/p>\n<p>[5] Nous Research. Hermes Agent: The Agent That Grows With You. Open-source release, Feb 2026.<\/p>\n<p>[6] Plastic Labs. Honcho &mdash; Dialectic User Modeling for AI Agents. https:\/\/honcho.dev<\/p>\n<p>[7] Glean. Enterprise Context &mdash; Personal Graph &amp; Enterprise Graph for Autonomous Agents. Product release, Dec 2025.<\/p>\n<p>[8] Snowflake Engineering Blog. Adding an Ontology Layer to Enterprise AI Agents. 2025.<\/p>\n<p>[9] Databricks AI\/BI Genie. Semantic Layer for Enterprise Agents. Product documentation. 2025.<\/p>\n<p>[10] arxiv 2604.20795. \"Automated Ontology Construction as External Memory, Verification, and Planning Layer for LLMs\". 2026.<\/p>\n<p>[11] Letta (formerly MemGPT). Sleep-time Compute and Long-term Agent Memory. UC Berkeley.<\/p>\n<p>[12] \u6ef4\u666e\u79d1\u6280\u80a1\u4efd\u6709\u9650\u516c\u53f8. FY2025 \u5e74\u5ea6<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%b8%9a%e7%bb%a9\" title=\"View all posts in \u4e1a\u7ee9\" target=\"_blank\" class=\"tag_link\">\u4e1a\u7ee9<\/a>\u516c\u544a. \u9999\u6e2f\u8054\u5408\u4ea4\u6613\u6240\u62ab\u9732\u6613. 2026.<\/p>\n<p>(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u5728AI Agent\u6d6a\u6f6e\u5e2d\u5377\u4ea7\u4e1a\u7684\u5f53\u4e0b\uff0c\u4f01\u4e1a\u7ea7AI\u843d\u5730\u7684\u6838\u5fc3\u8bc9\u6c42\u5df2\u4ece&ldquo;\u6a21\u578b\u6027\u80fd\u7a81\u7834&rdquo;\u8f6c\u5411 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"aside","meta":[],"categories":[6],"tags":[271,378,266],"views":6,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/777247"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=777247"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/777247\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=777247"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=777247"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=777247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}