{"id":29692,"date":"2026-09-30T08:34:00","date_gmt":"2026-09-30T08:34:00","guid":{"rendered":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/"},"modified":"2026-09-30T08:34:00","modified_gmt":"2026-09-30T08:34:00","slug":"%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/","title":{"rendered":"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5"},"content":{"rendered":"<p><span class=\"legendSpanClass\">\u6df1\u5733<\/span><span class=\"legendSpanClass\">2026\u5e749\u670830\u65e5<\/span> \/\u7f8e\u901a\u793e\/ &#8212; \u8fd1\u65e5\uff0c\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u5171\u540c\u63a8\u51fa\u300a\u57fa\u4e8eIntel KV Cache\u9ad8\u6027\u80fd\u5b58\u50a8\u7684Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\u300b\u89e3\u51b3\u65b9\u6848\u767d\u76ae\u4e66\u3002\u65b9\u6848\u4ee5\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e3a\u8ba1\u7b97\u4e0eI\/O\u4e2d\u67a2\uff0c\u7ed3\u5408\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7PCIe 5.0 SSD\uff0c\u6784\u5efa\u8986\u76d6GPU HBM\u3001CPU DDR\u4e0e\u8fdc\u7aef\u5168\u95eaJBOF\u7684\u5206\u5c42KV Cache\u67b6\u6784\uff0c\u5e76\u901a\u8fc7KVShrink\u3001\u82f1\u7279\u5c14\u00ae QAT\u3001SPDK\u548cRDMA\u5b8c\u6210\u7aef\u5230\u7aef\u4f18\u5316\uff0c\u4e3a\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u4ea4\u4e92\u548c\u9ad8\u5e76\u53d1Agentic AI\u63a8\u7406\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u7f13\u5b58\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<\/div>\n<p>\u8be5\u65b9\u6848\u7684\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\uff1a<\/p>\n<p>\u6269\u5c55\u7f13\u5b58\u5bb9\u91cf\uff1a\u901a\u8fc7HBM\u3001DDR\u548c\u5168\u95eaJBOF\u5206\u5c42\u627f\u8f7d\u4e0d\u540c\u70ed\u5ea6\u7684\u6570\u636e\uff0c\u7a81\u7834\u5355\u673a\u663e\u5b58\u4e0e\u5185\u5b58\u5bb9\u91cf\u9650\u5236\u3002\u63d0\u5347\u63a8\u7406\u6548\u7387\uff1a\u590d\u7528\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\uff0c\u51cf\u5c11\u91cd\u590dPrefill\uff0c\u964d\u4f4e\u9996Token\u65f6\u5ef6\u5e76\u63d0\u5347\u8f93\u51fa\u541e\u5410\u3002\u4f18\u5316\u5bb9\u91cf\u6210\u672c\uff1a\u5c06\u90e8\u5206KV Cache\u4e0b\u6c89\u81f3\u4f01\u4e1a\u7ea7SSD\uff0c\u5728\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u5bf9\u9ad8\u6210\u672cGPU HBM\u7684\u4f9d\u8d56\u3002\u652f\u6301\u5f39\u6027\u6269\u5c55\uff1a\u501f\u52a9RDMA\u3001SPDK\u548c\u8fdc\u7aefJBOF\u6784\u5efa\u53ef\u6c60\u5316\u7684\u7f13\u5b58\u8d44\u6e90\uff0c\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u53ca\u9ad8\u5e76\u53d1Agentic AI\u5e94\u7528\u63d0\u4f9b\u652f\u6491\u3002\u5b9e\u73b0\u8f6f\u786c\u4ef6\u534f\u540c\uff1a\u878d\u5408\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e0e\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7SSD\uff0c\u5145\u5206\u91ca\u653e\u8ba1\u7b97\u3001\u7f51\u7edc\u4e0e\u5b58\u50a8\u5e73\u53f0\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n<p>\u5206\u5c42\u00a0KV\u00a0Cache\u00a0\u63d0\u5347\u00a0Agentic\u00a0AI\u00a0\u63a8\u7406\u6548\u7387<\/p>\n<p>\u968f\u7740Agentic AI\u5411\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u63a8\u7406\u548c\u9ad8\u5e76\u53d1\u4efb\u52a1\u6f14\u8fdb\uff0cKV Cache\u5bb9\u91cf\u5feb\u901f\u589e\u957f\uff0c\u9010\u6e10\u6210\u4e3a\u5f71\u54cd\u9996Token\u65f6\u5ef6\u3001\u7cfb\u7edf\u541e\u5410\u3001GPU\u5229\u7528\u7387\u548c\u90e8\u7f72\u6210\u672c\u7684\u5173\u952e\u8d44\u6e90\u3002<\/p>\n<p>\u9488\u5bf9\u5355\u7eaf\u6269\u5145GPU HBM\u6210\u672c\u8f83\u9ad8\u3001\u7f13\u5b58\u590d\u7528\u4e0d\u8db3\u53ca\u8de8\u8282\u70b9\u6269\u5c55\u53d7\u9650\u7b49\u95ee\u9898\uff0c\u82f1\u7279\u5c14\u4e0e\u5fc6\u8054\u8054\u5408\u6784\u5efa\u5206\u5c42KV Cache\u65b9\u6848\uff1a\u4ee5GPU HBM \u627f\u8f7d\u6700\u70ed\u6570\u636e\u3001CPU DDR\u6269\u5c55\u70ed\u6570\u636e\u5bb9\u91cf\uff0c\u5e76\u901a\u8fc7RDMA\u5c06\u6e29\u6570\u636e\u4e0b\u6c89\u81f3\u8fdc\u7aef\u5168\u95eaJBOF\uff1b\u540c\u65f6\u7ed3\u5408KVShrink\u3001QAT\u3001SPDK\u4e0eRDMA\uff0c\u5b9e\u73b0KV Cache\u5206\u5c42\u5378\u8f7d\u3001\u91cd\u590d\u4e0a\u4e0b\u6587\u590d\u7528\u3001\u5728\u7ebf\u538b\u7f29\u548c\u4f4e\u65f6\u5ef6\u4f20\u8f93\u3002<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<\/div>\n<p>\u8fd9\u6837\u7684\u7ec4\u5408\u6269\u5927\u4e86\u7f13\u5b58\u5bb9\u91cf\uff0c\u4e5f\u4f7f\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\u80fd\u591f\u5728\u4e0d\u540c\u4f1a\u8bdd\u4e0e\u8282\u70b9\u95f4\u5feb\u901f\u590d\u7528\uff0c\u51cf\u5c11\u91cd\u590d Prefill\u3002<\/p>\n<p>\u5173\u952e\u6027\u80fd\u7ed3\u679c\uff1a<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<\/div>\n<p>\u53cc\u65b9\u534f\u540c\u5f62\u6210\u53ef\u843d\u5730\u7684\u7cfb\u7edf\u65b9\u6848<\/p>\n<p>\u8fd9\u9879\u5b9e\u8df5\u8986\u76d6\u5904\u7406\u5668\u3001\u4f01\u4e1a\u7ea7 SSD\u3001\u7f51\u7edc\u4e0e\u8f6f\u4ef6\u6808\u3002<\/p>\n<p>\u82f1\u7279\u5c14\u63d0\u4f9b\u81f3\u5f3a\u00ae\u00a06\u5904\u7406\u5668\u7684\u8ba1\u7b97\u548cI\/O\u80fd\u529b\uff0c\u5e76\u4ee5QAT \u4e0e KVShrink\u5b8c\u6210\u538b\u7f29\u548c\u7f13\u5b58\u5206\u5c42\uff1b\u5fc6\u8054UH812a\u5219\u4ee5\u9ad8\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u548c\u7a33\u5b9a\u80fd\u6548\u652f\u6491KV Cache\u7684\u9ad8\u9891\u5b58\u53d6\u3002<\/p>\n<p>SPDK\u4e0eRDMA\u5c06\u53cc\u65b9\u786c\u4ef6\u80fd\u529b\u8fde\u63a5\u6210\u4f4e\u65f6\u5ef6\u6570\u636e\u8def\u5f84\uff0c\u4f7f\u6027\u80fd\u4f18\u5316\u4ece\u5355\u4e2a\u7ec4\u4ef6\u5ef6\u4f38\u81f3\u5b8c\u6574\u7cfb\u7edf\u3002<\/p>\n<p>\u5bf9\u4f01\u4e1a\u7528\u6237\u800c\u8a00\uff0c\u53cc\u65b9\u534f\u540c\u5e26\u6765\u7684\u4ef7\u503c\u5728\u4e8e\u53ef\u590d\u5236\u3002\u7528\u6237\u53ef\u4ee5\u4fdd\u7559GPU HBM\u5bf9\u6700\u70ed\u6570\u636e\u7684\u5feb\u901f\u8bbf\u95ee\uff0c\u540c\u65f6\u901a\u8fc7DDR\u4e0e\u8fdc\u7aef\u5168\u95ea\u5b58\u50a8\u6269\u5927\u7f13\u5b58\u5de5\u4f5c\u96c6\uff0c\u964d\u4f4e\u5355\u7eaf\u6269\u5145\u9ad8\u6210\u672c\u663e\u5b58\u7684\u538b\u529b\u3002\u5206\u5c42\u7f13\u5b58\u8fd8\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u3001\u7f13\u5b58\u6301\u4e45\u5316\u4e0e\u96c6\u7fa4\u5f39\u6027\u6269\u5c55\u63d0\u4f9b\u57fa\u7840\uff0c\u6709\u52a9\u4e8e\u5728\u667a\u80fd\u5ba2\u670d\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u4ee3\u7801\u667a\u80fd\u4f53\u548c\u590d\u6742\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e2d\u63d0\u5347\u5e76\u53d1\u80fd\u529b\u4e0e\u7b97\u529b\u5229\u7528\u7387\u3002<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<\/div>\n<p>\u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u6df1\u5316\u8054\u5408\u521b\u65b0<\/p>\n<p>\u4f5c\u4e3a\u82f1\u7279\u5c14\u5728\u4e2d\u56fd\u533a\u9996\u5bb6\u56fd\u4ea7SSD\u6218\u7565\u5408\u4f5c\u4f19\u4f34\uff0c\u5fc6\u8054\u6301\u7eed\u63a8\u52a8\u81ea\u7814\u4e3b\u63a7\u3001\u81ea\u4e3b\u56fa\u4ef6\u548c\u4f01\u4e1a\u7ea7SSD\u4e0e\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae\u5e73\u53f0\u6df1\u5ea6\u9002\u914d\u3002\u53cc\u65b9\u6b64\u524d\u5df2\u56f4\u7ed5\u9ad8\u6027\u80fd\u5b58\u50a8\u4ee5\u53caRDMA\u548cNVMe\u7f51\u7edc\u5b58\u50a8\u5f62\u6210\u8054\u5408\u65b9\u6848\uff0c\u9a8c\u8bc1\u4e86\u5904\u7406\u5668\u3001SSD\u4e0e\u8f6f\u4ef6\u6808\u534f\u540c\u5728\u9ad8\u541e\u5410\u548c\u4f4e\u65f6\u5ef6\u573a\u666f\u4e2d\u7684\u4ef7\u503c\u3002\u6b64\u6b21\u5408\u4f5c\u8fdb\u4e00\u6b65\u5ef6\u4f38\u81f3Agentic AI\u7684KV Cache\u7ba1\u7406\uff0c\u4ece\u4ea7\u54c1\u9002\u914d\u8d70\u5411\u8986\u76d6\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u4e0e\u7f13\u5b58\u8f6f\u4ef6\u7684\u7cfb\u7edf\u7ea7\u5171\u521b\u3002<\/p>\n<p>\u5fc6\u8054\u6307\u51fa\uff0c\u968f\u7740\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u4e0eAgent\u5e94\u7528\u6301\u7eed\u6f14\u8fdb\uff0c\u5b58\u50a8\u6b63\u4ece\u627f\u8f7d\u6570\u636e\u7684\u540e\u53f0\u8d44\u6e90\u8f6c\u53d8\u4e3a\u5f71\u54cdAI\u7cfb\u7edf\u6027\u80fd\u3001\u6548\u7387\u4e0e\u6210\u672c\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u3002\u6b64\u6b21\u6700\u4f73\u5b9e\u8df5\u4ee5\u771f\u5b9e\u914d\u7f6e\u548c\u6d4b\u8bd5\u7ed3\u679c\u9a8c\u8bc1\u4e86\u9ad8\u6027\u80fd\u4f01\u4e1a\u7ea7SSD\u5728\u63a8\u7406\u94fe\u8def\u4e2d\u7684\u4f5c\u7528\uff0c\u4e5f\u4e3a\u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u7ee7\u7eed\u9762\u5411AI\u5173\u952e\u573a\u666f\u5f00\u5c55\u8054\u5408\u521b\u65b0\u63d0\u4f9b\u4e86\u65b0\u7684\u6280\u672f\u57fa\u7840\u3002<\/p>\n<p>\u672a\u6765\uff0c\u5fc6\u8054\u5c06\u7ee7\u7eed\u4e0e\u82f1\u7279\u5c14\u7b49\u751f\u6001\u4f19\u4f34\u63a8\u8fdb\u8f6f\u786c\u4ef6\u534f\u540c\uff0c\u56f4\u7ed5AI\u63a8\u7406\u3001\u5206\u5e03\u5f0f\u5b58\u50a8\u4e0e\u9ad8\u6027\u80fd\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u63a2\u7d22\u66f4\u591a\u53ef\u843d\u5730\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u6709\u6548\u5730\u5229\u7528GPU\u7b97\u529b\uff0c\u5e76\u4ee5\u7a33\u5b9a\u3001\u53ef\u9760\u3001\u9ad8\u6027\u80fd\u7684\u5b58\u50a8\u5e95\u5ea7\u652f\u6491 Agentic AI\u5e94\u7528\u89c4\u6a21\u5316\u90e8\u7f72\u3002<\/p>\n<div class=\"PRN_ImbeddedAssetReference\"><\/div>\n<p>SOURCE UnionMemory\u5fc6\u8054<\/p>","protected":false},"excerpt":{"rendered":"<p>\u6df1\u57332026\u5e749\u670830\u65e5 \/\u7f8e\u901a\u793e\/ &#8212; \u8fd1\u65e5\uff0c\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u5171\u540c\u63a8\u51fa\u300a\u57fa\u4e8eIntel KV Cache\u9ad8\u6027\u80fd\u5b58\u50a8\u7684Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\u300b\u89e3\u51b3\u65b9\u6848\u767d\u76ae\u4e66\u3002\u65b9\u6848\u4ee5\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e3a\u8ba1\u7b97\u4e0eI\/O\u4e2d\u67a2\uff0c\u7ed3\u5408\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7PCIe 5.0 SSD\uff0c\u6784\u5efa\u8986\u76d6GPU HBM\u3001CPU DDR\u4e0e\u8fdc\u7aef\u5168\u95eaJBOF\u7684\u5206\u5c42KV Cache\u67b6\u6784\uff0c\u5e76\u901a\u8fc7KVShrink\u3001\u82f1\u7279\u5c14\u00ae QAT\u3001SPDK\u548cRDMA\u5b8c\u6210\u7aef\u5230\u7aef\u4f18\u5316\uff0c\u4e3a\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u4ea4\u4e92\u548c\u9ad8\u5e76\u53d1Agentic AI\u63a8\u7406\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u7f13\u5b58\u57fa\u7840\u8bbe\u65bd\u3002 \u8be5\u65b9\u6848\u7684\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\uff1a \u6269\u5c55\u7f13\u5b58\u5bb9\u91cf\uff1a\u901a\u8fc7HBM\u3001DDR\u548c\u5168\u95eaJBOF\u5206\u5c42\u627f\u8f7d\u4e0d\u540c\u70ed\u5ea6\u7684\u6570\u636e\uff0c\u7a81\u7834\u5355\u673a\u663e\u5b58\u4e0e\u5185\u5b58\u5bb9\u91cf\u9650\u5236\u3002\u63d0\u5347\u63a8\u7406\u6548\u7387\uff1a\u590d\u7528\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\uff0c\u51cf\u5c11\u91cd\u590dPrefill\uff0c\u964d\u4f4e\u9996Token\u65f6\u5ef6\u5e76\u63d0\u5347\u8f93\u51fa\u541e\u5410\u3002\u4f18\u5316\u5bb9\u91cf\u6210\u672c\uff1a\u5c06\u90e8\u5206KV Cache\u4e0b\u6c89\u81f3\u4f01\u4e1a\u7ea7SSD\uff0c\u5728\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u5bf9\u9ad8\u6210\u672cGPU HBM\u7684\u4f9d\u8d56\u3002\u652f\u6301\u5f39\u6027\u6269\u5c55\uff1a\u501f\u52a9RDMA\u3001SPDK\u548c\u8fdc\u7aefJBOF\u6784\u5efa\u53ef\u6c60\u5316\u7684\u7f13\u5b58\u8d44\u6e90\uff0c\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u53ca\u9ad8\u5e76\u53d1Agentic AI\u5e94\u7528\u63d0\u4f9b\u652f\u6491\u3002\u5b9e\u73b0\u8f6f\u786c\u4ef6\u534f\u540c\uff1a\u878d\u5408\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e0e\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7SSD\uff0c\u5145\u5206\u91ca\u653e\u8ba1\u7b97\u3001\u7f51\u7edc\u4e0e\u5b58\u50a8\u5e73\u53f0\u7684\u6574\u4f53\u6027\u80fd\u3002 \u5206\u5c42\u00a0KV\u00a0Cache\u00a0\u63d0\u5347\u00a0Agentic\u00a0AI\u00a0\u63a8\u7406\u6548\u7387 \u968f\u7740Agentic AI\u5411\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u63a8\u7406\u548c\u9ad8\u5e76\u53d1\u4efb\u52a1\u6f14\u8fdb\uff0cKV Cache\u5bb9\u91cf\u5feb\u901f\u589e\u957f\uff0c\u9010\u6e10\u6210\u4e3a\u5f71\u54cd\u9996Token\u65f6\u5ef6\u3001\u7cfb\u7edf\u541e\u5410\u3001GPU\u5229\u7528\u7387\u548c\u90e8\u7f72\u6210\u672c\u7684\u5173\u952e\u8d44\u6e90\u3002 \u9488\u5bf9\u5355\u7eaf\u6269\u5145GPU HBM\u6210\u672c\u8f83\u9ad8\u3001\u7f13\u5b58\u590d\u7528\u4e0d\u8db3\u53ca\u8de8\u8282\u70b9\u6269\u5c55\u53d7\u9650\u7b49\u95ee\u9898\uff0c\u82f1\u7279\u5c14\u4e0e\u5fc6\u8054\u8054\u5408\u6784\u5efa\u5206\u5c42KV Cache\u65b9\u6848\uff1a\u4ee5GPU HBM \u627f\u8f7d\u6700\u70ed\u6570\u636e\u3001CPU DDR\u6269\u5c55\u70ed\u6570\u636e\u5bb9\u91cf\uff0c\u5e76\u901a\u8fc7RDMA\u5c06\u6e29\u6570\u636e\u4e0b\u6c89\u81f3\u8fdc\u7aef\u5168\u95eaJBOF\uff1b\u540c\u65f6\u7ed3\u5408KVShrink\u3001QAT\u3001SPDK\u4e0eRDMA\uff0c\u5b9e\u73b0KV Cache\u5206\u5c42\u5378\u8f7d\u3001\u91cd\u590d\u4e0a\u4e0b\u6587\u590d\u7528\u3001\u5728\u7ebf\u538b\u7f29\u548c\u4f4e\u65f6\u5ef6\u4f20\u8f93\u3002 \u8fd9\u6837\u7684\u7ec4\u5408\u6269\u5927\u4e86\u7f13\u5b58\u5bb9\u91cf\uff0c\u4e5f\u4f7f\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\u80fd\u591f\u5728\u4e0d\u540c\u4f1a\u8bdd\u4e0e\u8282\u70b9\u95f4\u5feb\u901f\u590d\u7528\uff0c\u51cf\u5c11\u91cd\u590d Prefill\u3002 \u5173\u952e\u6027\u80fd\u7ed3\u679c\uff1a \u53cc\u65b9\u534f\u540c\u5f62\u6210\u53ef\u843d\u5730\u7684\u7cfb\u7edf\u65b9\u6848 \u8fd9\u9879\u5b9e\u8df5\u8986\u76d6\u5904\u7406\u5668\u3001\u4f01\u4e1a\u7ea7 SSD\u3001\u7f51\u7edc\u4e0e\u8f6f\u4ef6\u6808\u3002 \u82f1\u7279\u5c14\u63d0\u4f9b\u81f3\u5f3a\u00ae\u00a06\u5904\u7406\u5668\u7684\u8ba1\u7b97\u548cI\/O\u80fd\u529b\uff0c\u5e76\u4ee5QAT \u4e0e KVShrink\u5b8c\u6210\u538b\u7f29\u548c\u7f13\u5b58\u5206\u5c42\uff1b\u5fc6\u8054UH812a\u5219\u4ee5\u9ad8\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u548c\u7a33\u5b9a\u80fd\u6548\u652f\u6491KV Cache\u7684\u9ad8\u9891\u5b58\u53d6\u3002 SPDK\u4e0eRDMA\u5c06\u53cc\u65b9\u786c\u4ef6\u80fd\u529b\u8fde\u63a5\u6210\u4f4e\u65f6\u5ef6\u6570\u636e\u8def\u5f84\uff0c\u4f7f\u6027\u80fd\u4f18\u5316\u4ece\u5355\u4e2a\u7ec4\u4ef6\u5ef6\u4f38\u81f3\u5b8c\u6574\u7cfb\u7edf\u3002 \u5bf9\u4f01\u4e1a\u7528\u6237\u800c\u8a00\uff0c\u53cc\u65b9\u534f\u540c\u5e26\u6765\u7684\u4ef7\u503c\u5728\u4e8e\u53ef\u590d\u5236\u3002\u7528\u6237\u53ef\u4ee5\u4fdd\u7559GPU HBM\u5bf9\u6700\u70ed\u6570\u636e\u7684\u5feb\u901f\u8bbf\u95ee\uff0c\u540c\u65f6\u901a\u8fc7DDR\u4e0e\u8fdc\u7aef\u5168\u95ea\u5b58\u50a8\u6269\u5927\u7f13\u5b58\u5de5\u4f5c\u96c6\uff0c\u964d\u4f4e\u5355\u7eaf\u6269\u5145\u9ad8\u6210\u672c\u663e\u5b58\u7684\u538b\u529b\u3002\u5206\u5c42\u7f13\u5b58\u8fd8\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u3001\u7f13\u5b58\u6301\u4e45\u5316\u4e0e\u96c6\u7fa4\u5f39\u6027\u6269\u5c55\u63d0\u4f9b\u57fa\u7840\uff0c\u6709\u52a9\u4e8e\u5728\u667a\u80fd\u5ba2\u670d\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u4ee3\u7801\u667a\u80fd\u4f53\u548c\u590d\u6742\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e2d\u63d0\u5347\u5e76\u53d1\u80fd\u529b\u4e0e\u7b97\u529b\u5229\u7528\u7387\u3002 \u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u6df1\u5316\u8054\u5408\u521b\u65b0 \u4f5c\u4e3a\u82f1\u7279\u5c14\u5728\u4e2d\u56fd\u533a\u9996\u5bb6\u56fd\u4ea7SSD\u6218\u7565\u5408\u4f5c\u4f19\u4f34\uff0c\u5fc6\u8054\u6301\u7eed\u63a8\u52a8\u81ea\u7814\u4e3b\u63a7\u3001\u81ea\u4e3b\u56fa\u4ef6\u548c\u4f01\u4e1a\u7ea7SSD\u4e0e\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae\u5e73\u53f0\u6df1\u5ea6\u9002\u914d\u3002\u53cc\u65b9\u6b64\u524d\u5df2\u56f4\u7ed5\u9ad8\u6027\u80fd\u5b58\u50a8\u4ee5\u53caRDMA\u548cNVMe\u7f51\u7edc\u5b58\u50a8\u5f62\u6210\u8054\u5408\u65b9\u6848\uff0c\u9a8c\u8bc1\u4e86\u5904\u7406\u5668\u3001SSD\u4e0e\u8f6f\u4ef6\u6808\u534f\u540c\u5728\u9ad8\u541e\u5410\u548c\u4f4e\u65f6\u5ef6\u573a\u666f\u4e2d\u7684\u4ef7\u503c\u3002\u6b64\u6b21\u5408\u4f5c\u8fdb\u4e00\u6b65\u5ef6\u4f38\u81f3Agentic AI\u7684KV Cache\u7ba1\u7406\uff0c\u4ece\u4ea7\u54c1\u9002\u914d\u8d70\u5411\u8986\u76d6\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u4e0e\u7f13\u5b58\u8f6f\u4ef6\u7684\u7cfb\u7edf\u7ea7\u5171\u521b\u3002 \u5fc6\u8054\u6307\u51fa\uff0c\u968f\u7740\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u4e0eAgent\u5e94\u7528\u6301\u7eed\u6f14\u8fdb\uff0c\u5b58\u50a8\u6b63\u4ece\u627f\u8f7d\u6570\u636e\u7684\u540e\u53f0\u8d44\u6e90\u8f6c\u53d8\u4e3a\u5f71\u54cdAI\u7cfb\u7edf\u6027\u80fd\u3001\u6548\u7387\u4e0e\u6210\u672c\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u3002\u6b64\u6b21\u6700\u4f73\u5b9e\u8df5\u4ee5\u771f\u5b9e\u914d\u7f6e\u548c\u6d4b\u8bd5\u7ed3\u679c\u9a8c\u8bc1\u4e86\u9ad8\u6027\u80fd\u4f01\u4e1a\u7ea7SSD\u5728\u63a8\u7406\u94fe\u8def\u4e2d\u7684\u4f5c\u7528\uff0c\u4e5f\u4e3a\u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u7ee7\u7eed\u9762\u5411AI\u5173\u952e\u573a\u666f\u5f00\u5c55\u8054\u5408\u521b\u65b0\u63d0\u4f9b\u4e86\u65b0\u7684\u6280\u672f\u57fa\u7840\u3002 \u672a\u6765\uff0c\u5fc6\u8054\u5c06\u7ee7\u7eed\u4e0e\u82f1\u7279\u5c14\u7b49\u751f\u6001\u4f19\u4f34\u63a8\u8fdb\u8f6f\u786c\u4ef6\u534f\u540c\uff0c\u56f4\u7ed5AI\u63a8\u7406\u3001\u5206\u5e03\u5f0f\u5b58\u50a8\u4e0e\u9ad8\u6027\u80fd\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u63a2\u7d22\u66f4\u591a\u53ef\u843d\u5730\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u6709\u6548\u5730\u5229\u7528GPU\u7b97\u529b\uff0c\u5e76\u4ee5\u7a33\u5b9a\u3001\u53ef\u9760\u3001\u9ad8\u6027\u80fd\u7684\u5b58\u50a8\u5e95\u5ea7\u652f\u6491 Agentic AI\u5e94\u7528\u89c4\u6a21\u5316\u90e8\u7f72\u3002 SOURCE [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":29693,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[],"class_list":["post-29692","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pr-newswire"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5 - Money Compass CN<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/moneycompass.com.my\/cn\/\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03agentic-ai\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5 - Money Compass CN\" \/>\n<meta property=\"og:description\" content=\"\u6df1\u57332026\u5e749\u670830\u65e5 \/\u7f8e\u901a\u793e\/ &#8212; \u8fd1\u65e5\uff0c\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u5171\u540c\u63a8\u51fa\u300a\u57fa\u4e8eIntel KV Cache\u9ad8\u6027\u80fd\u5b58\u50a8\u7684Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\u300b\u89e3\u51b3\u65b9\u6848\u767d\u76ae\u4e66\u3002\u65b9\u6848\u4ee5\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e3a\u8ba1\u7b97\u4e0eI\/O\u4e2d\u67a2\uff0c\u7ed3\u5408\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7PCIe 5.0 SSD\uff0c\u6784\u5efa\u8986\u76d6GPU HBM\u3001CPU DDR\u4e0e\u8fdc\u7aef\u5168\u95eaJBOF\u7684\u5206\u5c42KV Cache\u67b6\u6784\uff0c\u5e76\u901a\u8fc7KVShrink\u3001\u82f1\u7279\u5c14\u00ae QAT\u3001SPDK\u548cRDMA\u5b8c\u6210\u7aef\u5230\u7aef\u4f18\u5316\uff0c\u4e3a\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u4ea4\u4e92\u548c\u9ad8\u5e76\u53d1Agentic AI\u63a8\u7406\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u7f13\u5b58\u57fa\u7840\u8bbe\u65bd\u3002 \u8be5\u65b9\u6848\u7684\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\uff1a \u6269\u5c55\u7f13\u5b58\u5bb9\u91cf\uff1a\u901a\u8fc7HBM\u3001DDR\u548c\u5168\u95eaJBOF\u5206\u5c42\u627f\u8f7d\u4e0d\u540c\u70ed\u5ea6\u7684\u6570\u636e\uff0c\u7a81\u7834\u5355\u673a\u663e\u5b58\u4e0e\u5185\u5b58\u5bb9\u91cf\u9650\u5236\u3002\u63d0\u5347\u63a8\u7406\u6548\u7387\uff1a\u590d\u7528\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\uff0c\u51cf\u5c11\u91cd\u590dPrefill\uff0c\u964d\u4f4e\u9996Token\u65f6\u5ef6\u5e76\u63d0\u5347\u8f93\u51fa\u541e\u5410\u3002\u4f18\u5316\u5bb9\u91cf\u6210\u672c\uff1a\u5c06\u90e8\u5206KV Cache\u4e0b\u6c89\u81f3\u4f01\u4e1a\u7ea7SSD\uff0c\u5728\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u5bf9\u9ad8\u6210\u672cGPU HBM\u7684\u4f9d\u8d56\u3002\u652f\u6301\u5f39\u6027\u6269\u5c55\uff1a\u501f\u52a9RDMA\u3001SPDK\u548c\u8fdc\u7aefJBOF\u6784\u5efa\u53ef\u6c60\u5316\u7684\u7f13\u5b58\u8d44\u6e90\uff0c\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u53ca\u9ad8\u5e76\u53d1Agentic AI\u5e94\u7528\u63d0\u4f9b\u652f\u6491\u3002\u5b9e\u73b0\u8f6f\u786c\u4ef6\u534f\u540c\uff1a\u878d\u5408\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e0e\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7SSD\uff0c\u5145\u5206\u91ca\u653e\u8ba1\u7b97\u3001\u7f51\u7edc\u4e0e\u5b58\u50a8\u5e73\u53f0\u7684\u6574\u4f53\u6027\u80fd\u3002 \u5206\u5c42\u00a0KV\u00a0Cache\u00a0\u63d0\u5347\u00a0Agentic\u00a0AI\u00a0\u63a8\u7406\u6548\u7387 \u968f\u7740Agentic AI\u5411\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u63a8\u7406\u548c\u9ad8\u5e76\u53d1\u4efb\u52a1\u6f14\u8fdb\uff0cKV Cache\u5bb9\u91cf\u5feb\u901f\u589e\u957f\uff0c\u9010\u6e10\u6210\u4e3a\u5f71\u54cd\u9996Token\u65f6\u5ef6\u3001\u7cfb\u7edf\u541e\u5410\u3001GPU\u5229\u7528\u7387\u548c\u90e8\u7f72\u6210\u672c\u7684\u5173\u952e\u8d44\u6e90\u3002 \u9488\u5bf9\u5355\u7eaf\u6269\u5145GPU HBM\u6210\u672c\u8f83\u9ad8\u3001\u7f13\u5b58\u590d\u7528\u4e0d\u8db3\u53ca\u8de8\u8282\u70b9\u6269\u5c55\u53d7\u9650\u7b49\u95ee\u9898\uff0c\u82f1\u7279\u5c14\u4e0e\u5fc6\u8054\u8054\u5408\u6784\u5efa\u5206\u5c42KV Cache\u65b9\u6848\uff1a\u4ee5GPU HBM \u627f\u8f7d\u6700\u70ed\u6570\u636e\u3001CPU DDR\u6269\u5c55\u70ed\u6570\u636e\u5bb9\u91cf\uff0c\u5e76\u901a\u8fc7RDMA\u5c06\u6e29\u6570\u636e\u4e0b\u6c89\u81f3\u8fdc\u7aef\u5168\u95eaJBOF\uff1b\u540c\u65f6\u7ed3\u5408KVShrink\u3001QAT\u3001SPDK\u4e0eRDMA\uff0c\u5b9e\u73b0KV Cache\u5206\u5c42\u5378\u8f7d\u3001\u91cd\u590d\u4e0a\u4e0b\u6587\u590d\u7528\u3001\u5728\u7ebf\u538b\u7f29\u548c\u4f4e\u65f6\u5ef6\u4f20\u8f93\u3002 \u8fd9\u6837\u7684\u7ec4\u5408\u6269\u5927\u4e86\u7f13\u5b58\u5bb9\u91cf\uff0c\u4e5f\u4f7f\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\u80fd\u591f\u5728\u4e0d\u540c\u4f1a\u8bdd\u4e0e\u8282\u70b9\u95f4\u5feb\u901f\u590d\u7528\uff0c\u51cf\u5c11\u91cd\u590d Prefill\u3002 \u5173\u952e\u6027\u80fd\u7ed3\u679c\uff1a \u53cc\u65b9\u534f\u540c\u5f62\u6210\u53ef\u843d\u5730\u7684\u7cfb\u7edf\u65b9\u6848 \u8fd9\u9879\u5b9e\u8df5\u8986\u76d6\u5904\u7406\u5668\u3001\u4f01\u4e1a\u7ea7 SSD\u3001\u7f51\u7edc\u4e0e\u8f6f\u4ef6\u6808\u3002 \u82f1\u7279\u5c14\u63d0\u4f9b\u81f3\u5f3a\u00ae\u00a06\u5904\u7406\u5668\u7684\u8ba1\u7b97\u548cI\/O\u80fd\u529b\uff0c\u5e76\u4ee5QAT \u4e0e KVShrink\u5b8c\u6210\u538b\u7f29\u548c\u7f13\u5b58\u5206\u5c42\uff1b\u5fc6\u8054UH812a\u5219\u4ee5\u9ad8\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u548c\u7a33\u5b9a\u80fd\u6548\u652f\u6491KV Cache\u7684\u9ad8\u9891\u5b58\u53d6\u3002 SPDK\u4e0eRDMA\u5c06\u53cc\u65b9\u786c\u4ef6\u80fd\u529b\u8fde\u63a5\u6210\u4f4e\u65f6\u5ef6\u6570\u636e\u8def\u5f84\uff0c\u4f7f\u6027\u80fd\u4f18\u5316\u4ece\u5355\u4e2a\u7ec4\u4ef6\u5ef6\u4f38\u81f3\u5b8c\u6574\u7cfb\u7edf\u3002 \u5bf9\u4f01\u4e1a\u7528\u6237\u800c\u8a00\uff0c\u53cc\u65b9\u534f\u540c\u5e26\u6765\u7684\u4ef7\u503c\u5728\u4e8e\u53ef\u590d\u5236\u3002\u7528\u6237\u53ef\u4ee5\u4fdd\u7559GPU HBM\u5bf9\u6700\u70ed\u6570\u636e\u7684\u5feb\u901f\u8bbf\u95ee\uff0c\u540c\u65f6\u901a\u8fc7DDR\u4e0e\u8fdc\u7aef\u5168\u95ea\u5b58\u50a8\u6269\u5927\u7f13\u5b58\u5de5\u4f5c\u96c6\uff0c\u964d\u4f4e\u5355\u7eaf\u6269\u5145\u9ad8\u6210\u672c\u663e\u5b58\u7684\u538b\u529b\u3002\u5206\u5c42\u7f13\u5b58\u8fd8\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u3001\u7f13\u5b58\u6301\u4e45\u5316\u4e0e\u96c6\u7fa4\u5f39\u6027\u6269\u5c55\u63d0\u4f9b\u57fa\u7840\uff0c\u6709\u52a9\u4e8e\u5728\u667a\u80fd\u5ba2\u670d\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u4ee3\u7801\u667a\u80fd\u4f53\u548c\u590d\u6742\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e2d\u63d0\u5347\u5e76\u53d1\u80fd\u529b\u4e0e\u7b97\u529b\u5229\u7528\u7387\u3002 \u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u6df1\u5316\u8054\u5408\u521b\u65b0 \u4f5c\u4e3a\u82f1\u7279\u5c14\u5728\u4e2d\u56fd\u533a\u9996\u5bb6\u56fd\u4ea7SSD\u6218\u7565\u5408\u4f5c\u4f19\u4f34\uff0c\u5fc6\u8054\u6301\u7eed\u63a8\u52a8\u81ea\u7814\u4e3b\u63a7\u3001\u81ea\u4e3b\u56fa\u4ef6\u548c\u4f01\u4e1a\u7ea7SSD\u4e0e\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae\u5e73\u53f0\u6df1\u5ea6\u9002\u914d\u3002\u53cc\u65b9\u6b64\u524d\u5df2\u56f4\u7ed5\u9ad8\u6027\u80fd\u5b58\u50a8\u4ee5\u53caRDMA\u548cNVMe\u7f51\u7edc\u5b58\u50a8\u5f62\u6210\u8054\u5408\u65b9\u6848\uff0c\u9a8c\u8bc1\u4e86\u5904\u7406\u5668\u3001SSD\u4e0e\u8f6f\u4ef6\u6808\u534f\u540c\u5728\u9ad8\u541e\u5410\u548c\u4f4e\u65f6\u5ef6\u573a\u666f\u4e2d\u7684\u4ef7\u503c\u3002\u6b64\u6b21\u5408\u4f5c\u8fdb\u4e00\u6b65\u5ef6\u4f38\u81f3Agentic AI\u7684KV Cache\u7ba1\u7406\uff0c\u4ece\u4ea7\u54c1\u9002\u914d\u8d70\u5411\u8986\u76d6\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u4e0e\u7f13\u5b58\u8f6f\u4ef6\u7684\u7cfb\u7edf\u7ea7\u5171\u521b\u3002 \u5fc6\u8054\u6307\u51fa\uff0c\u968f\u7740\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u4e0eAgent\u5e94\u7528\u6301\u7eed\u6f14\u8fdb\uff0c\u5b58\u50a8\u6b63\u4ece\u627f\u8f7d\u6570\u636e\u7684\u540e\u53f0\u8d44\u6e90\u8f6c\u53d8\u4e3a\u5f71\u54cdAI\u7cfb\u7edf\u6027\u80fd\u3001\u6548\u7387\u4e0e\u6210\u672c\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u3002\u6b64\u6b21\u6700\u4f73\u5b9e\u8df5\u4ee5\u771f\u5b9e\u914d\u7f6e\u548c\u6d4b\u8bd5\u7ed3\u679c\u9a8c\u8bc1\u4e86\u9ad8\u6027\u80fd\u4f01\u4e1a\u7ea7SSD\u5728\u63a8\u7406\u94fe\u8def\u4e2d\u7684\u4f5c\u7528\uff0c\u4e5f\u4e3a\u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u7ee7\u7eed\u9762\u5411AI\u5173\u952e\u573a\u666f\u5f00\u5c55\u8054\u5408\u521b\u65b0\u63d0\u4f9b\u4e86\u65b0\u7684\u6280\u672f\u57fa\u7840\u3002 \u672a\u6765\uff0c\u5fc6\u8054\u5c06\u7ee7\u7eed\u4e0e\u82f1\u7279\u5c14\u7b49\u751f\u6001\u4f19\u4f34\u63a8\u8fdb\u8f6f\u786c\u4ef6\u534f\u540c\uff0c\u56f4\u7ed5AI\u63a8\u7406\u3001\u5206\u5e03\u5f0f\u5b58\u50a8\u4e0e\u9ad8\u6027\u80fd\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u63a2\u7d22\u66f4\u591a\u53ef\u843d\u5730\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u6709\u6548\u5730\u5229\u7528GPU\u7b97\u529b\uff0c\u5e76\u4ee5\u7a33\u5b9a\u3001\u53ef\u9760\u3001\u9ad8\u6027\u80fd\u7684\u5b58\u50a8\u5e95\u5ea7\u652f\u6491 Agentic AI\u5e94\u7528\u89c4\u6a21\u5316\u90e8\u7f72\u3002 SOURCE [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/moneycompass.com.my\/cn\/\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03agentic-ai\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\/\" \/>\n<meta property=\"og:site_name\" content=\"Money Compass CN\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-30T08:34:00+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/\",\"url\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/\",\"name\":\"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5 - Money Compass CN\",\"isPartOf\":{\"@id\":\"https:\/\/moneycompass.com.my\/cn\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/moneycompass.com.my\/cn\/wp-content\/uploads\/2026\/09\/20260930040520EDT_image_3-vSLS2V.jpeg\",\"datePublished\":\"2026-09-30T08:34:00+00:00\",\"dateModified\":\"2026-09-30T08:34:00+00:00\",\"author\":{\"@id\":\"\"},\"breadcrumb\":{\"@id\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#primaryimage\",\"url\":\"https:\/\/moneycompass.com.my\/cn\/wp-content\/uploads\/2026\/09\/20260930040520EDT_image_3-vSLS2V.jpeg\",\"contentUrl\":\"https:\/\/moneycompass.com.my\/cn\/wp-content\/uploads\/2026\/09\/20260930040520EDT_image_3-vSLS2V.jpeg\",\"width\":144,\"height\":119},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/moneycompass.com.my\/cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/moneycompass.com.my\/cn\/#website\",\"url\":\"https:\/\/moneycompass.com.my\/cn\/\",\"name\":\"Money Compass CN\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/moneycompass.com.my\/cn\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5 - Money Compass CN","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/moneycompass.com.my\/cn\/\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03agentic-ai\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\/","og_locale":"en_US","og_type":"article","og_title":"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5 - Money Compass CN","og_description":"\u6df1\u57332026\u5e749\u670830\u65e5 \/\u7f8e\u901a\u793e\/ &#8212; \u8fd1\u65e5\uff0c\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u5171\u540c\u63a8\u51fa\u300a\u57fa\u4e8eIntel KV Cache\u9ad8\u6027\u80fd\u5b58\u50a8\u7684Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\u300b\u89e3\u51b3\u65b9\u6848\u767d\u76ae\u4e66\u3002\u65b9\u6848\u4ee5\u82f1\u7279\u5c14\u00ae \u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e3a\u8ba1\u7b97\u4e0eI\/O\u4e2d\u67a2\uff0c\u7ed3\u5408\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7PCIe 5.0 SSD\uff0c\u6784\u5efa\u8986\u76d6GPU HBM\u3001CPU DDR\u4e0e\u8fdc\u7aef\u5168\u95eaJBOF\u7684\u5206\u5c42KV Cache\u67b6\u6784\uff0c\u5e76\u901a\u8fc7KVShrink\u3001\u82f1\u7279\u5c14\u00ae QAT\u3001SPDK\u548cRDMA\u5b8c\u6210\u7aef\u5230\u7aef\u4f18\u5316\uff0c\u4e3a\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u4ea4\u4e92\u548c\u9ad8\u5e76\u53d1Agentic AI\u63a8\u7406\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u7f13\u5b58\u57fa\u7840\u8bbe\u65bd\u3002 \u8be5\u65b9\u6848\u7684\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\uff1a \u6269\u5c55\u7f13\u5b58\u5bb9\u91cf\uff1a\u901a\u8fc7HBM\u3001DDR\u548c\u5168\u95eaJBOF\u5206\u5c42\u627f\u8f7d\u4e0d\u540c\u70ed\u5ea6\u7684\u6570\u636e\uff0c\u7a81\u7834\u5355\u673a\u663e\u5b58\u4e0e\u5185\u5b58\u5bb9\u91cf\u9650\u5236\u3002\u63d0\u5347\u63a8\u7406\u6548\u7387\uff1a\u590d\u7528\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\uff0c\u51cf\u5c11\u91cd\u590dPrefill\uff0c\u964d\u4f4e\u9996Token\u65f6\u5ef6\u5e76\u63d0\u5347\u8f93\u51fa\u541e\u5410\u3002\u4f18\u5316\u5bb9\u91cf\u6210\u672c\uff1a\u5c06\u90e8\u5206KV Cache\u4e0b\u6c89\u81f3\u4f01\u4e1a\u7ea7SSD\uff0c\u5728\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u5bf9\u9ad8\u6210\u672cGPU HBM\u7684\u4f9d\u8d56\u3002\u652f\u6301\u5f39\u6027\u6269\u5c55\uff1a\u501f\u52a9RDMA\u3001SPDK\u548c\u8fdc\u7aefJBOF\u6784\u5efa\u53ef\u6c60\u5316\u7684\u7f13\u5b58\u8d44\u6e90\uff0c\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u53ca\u9ad8\u5e76\u53d1Agentic AI\u5e94\u7528\u63d0\u4f9b\u652f\u6491\u3002\u5b9e\u73b0\u8f6f\u786c\u4ef6\u534f\u540c\uff1a\u878d\u5408\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae 6\u5904\u7406\u5668\u4e0e\u5fc6\u8054UH812a\u4f01\u4e1a\u7ea7SSD\uff0c\u5145\u5206\u91ca\u653e\u8ba1\u7b97\u3001\u7f51\u7edc\u4e0e\u5b58\u50a8\u5e73\u53f0\u7684\u6574\u4f53\u6027\u80fd\u3002 \u5206\u5c42\u00a0KV\u00a0Cache\u00a0\u63d0\u5347\u00a0Agentic\u00a0AI\u00a0\u63a8\u7406\u6548\u7387 \u968f\u7740Agentic AI\u5411\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u8f6e\u63a8\u7406\u548c\u9ad8\u5e76\u53d1\u4efb\u52a1\u6f14\u8fdb\uff0cKV Cache\u5bb9\u91cf\u5feb\u901f\u589e\u957f\uff0c\u9010\u6e10\u6210\u4e3a\u5f71\u54cd\u9996Token\u65f6\u5ef6\u3001\u7cfb\u7edf\u541e\u5410\u3001GPU\u5229\u7528\u7387\u548c\u90e8\u7f72\u6210\u672c\u7684\u5173\u952e\u8d44\u6e90\u3002 \u9488\u5bf9\u5355\u7eaf\u6269\u5145GPU HBM\u6210\u672c\u8f83\u9ad8\u3001\u7f13\u5b58\u590d\u7528\u4e0d\u8db3\u53ca\u8de8\u8282\u70b9\u6269\u5c55\u53d7\u9650\u7b49\u95ee\u9898\uff0c\u82f1\u7279\u5c14\u4e0e\u5fc6\u8054\u8054\u5408\u6784\u5efa\u5206\u5c42KV Cache\u65b9\u6848\uff1a\u4ee5GPU HBM \u627f\u8f7d\u6700\u70ed\u6570\u636e\u3001CPU DDR\u6269\u5c55\u70ed\u6570\u636e\u5bb9\u91cf\uff0c\u5e76\u901a\u8fc7RDMA\u5c06\u6e29\u6570\u636e\u4e0b\u6c89\u81f3\u8fdc\u7aef\u5168\u95eaJBOF\uff1b\u540c\u65f6\u7ed3\u5408KVShrink\u3001QAT\u3001SPDK\u4e0eRDMA\uff0c\u5b9e\u73b0KV Cache\u5206\u5c42\u5378\u8f7d\u3001\u91cd\u590d\u4e0a\u4e0b\u6587\u590d\u7528\u3001\u5728\u7ebf\u538b\u7f29\u548c\u4f4e\u65f6\u5ef6\u4f20\u8f93\u3002 \u8fd9\u6837\u7684\u7ec4\u5408\u6269\u5927\u4e86\u7f13\u5b58\u5bb9\u91cf\uff0c\u4e5f\u4f7f\u5df2\u7ecf\u8ba1\u7b97\u7684\u4e0a\u4e0b\u6587\u80fd\u591f\u5728\u4e0d\u540c\u4f1a\u8bdd\u4e0e\u8282\u70b9\u95f4\u5feb\u901f\u590d\u7528\uff0c\u51cf\u5c11\u91cd\u590d Prefill\u3002 \u5173\u952e\u6027\u80fd\u7ed3\u679c\uff1a \u53cc\u65b9\u534f\u540c\u5f62\u6210\u53ef\u843d\u5730\u7684\u7cfb\u7edf\u65b9\u6848 \u8fd9\u9879\u5b9e\u8df5\u8986\u76d6\u5904\u7406\u5668\u3001\u4f01\u4e1a\u7ea7 SSD\u3001\u7f51\u7edc\u4e0e\u8f6f\u4ef6\u6808\u3002 \u82f1\u7279\u5c14\u63d0\u4f9b\u81f3\u5f3a\u00ae\u00a06\u5904\u7406\u5668\u7684\u8ba1\u7b97\u548cI\/O\u80fd\u529b\uff0c\u5e76\u4ee5QAT \u4e0e KVShrink\u5b8c\u6210\u538b\u7f29\u548c\u7f13\u5b58\u5206\u5c42\uff1b\u5fc6\u8054UH812a\u5219\u4ee5\u9ad8\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u548c\u7a33\u5b9a\u80fd\u6548\u652f\u6491KV Cache\u7684\u9ad8\u9891\u5b58\u53d6\u3002 SPDK\u4e0eRDMA\u5c06\u53cc\u65b9\u786c\u4ef6\u80fd\u529b\u8fde\u63a5\u6210\u4f4e\u65f6\u5ef6\u6570\u636e\u8def\u5f84\uff0c\u4f7f\u6027\u80fd\u4f18\u5316\u4ece\u5355\u4e2a\u7ec4\u4ef6\u5ef6\u4f38\u81f3\u5b8c\u6574\u7cfb\u7edf\u3002 \u5bf9\u4f01\u4e1a\u7528\u6237\u800c\u8a00\uff0c\u53cc\u65b9\u534f\u540c\u5e26\u6765\u7684\u4ef7\u503c\u5728\u4e8e\u53ef\u590d\u5236\u3002\u7528\u6237\u53ef\u4ee5\u4fdd\u7559GPU HBM\u5bf9\u6700\u70ed\u6570\u636e\u7684\u5feb\u901f\u8bbf\u95ee\uff0c\u540c\u65f6\u901a\u8fc7DDR\u4e0e\u8fdc\u7aef\u5168\u95ea\u5b58\u50a8\u6269\u5927\u7f13\u5b58\u5de5\u4f5c\u96c6\uff0c\u964d\u4f4e\u5355\u7eaf\u6269\u5145\u9ad8\u6210\u672c\u663e\u5b58\u7684\u538b\u529b\u3002\u5206\u5c42\u7f13\u5b58\u8fd8\u4e3a\u8de8\u8282\u70b9\u5171\u4eab\u3001\u7f13\u5b58\u6301\u4e45\u5316\u4e0e\u96c6\u7fa4\u5f39\u6027\u6269\u5c55\u63d0\u4f9b\u57fa\u7840\uff0c\u6709\u52a9\u4e8e\u5728\u667a\u80fd\u5ba2\u670d\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u4ee3\u7801\u667a\u80fd\u4f53\u548c\u590d\u6742\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e2d\u63d0\u5347\u5e76\u53d1\u80fd\u529b\u4e0e\u7b97\u529b\u5229\u7528\u7387\u3002 \u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u6df1\u5316\u8054\u5408\u521b\u65b0 \u4f5c\u4e3a\u82f1\u7279\u5c14\u5728\u4e2d\u56fd\u533a\u9996\u5bb6\u56fd\u4ea7SSD\u6218\u7565\u5408\u4f5c\u4f19\u4f34\uff0c\u5fc6\u8054\u6301\u7eed\u63a8\u52a8\u81ea\u7814\u4e3b\u63a7\u3001\u81ea\u4e3b\u56fa\u4ef6\u548c\u4f01\u4e1a\u7ea7SSD\u4e0e\u82f1\u7279\u5c14\u00ae\u81f3\u5f3a\u00ae\u5e73\u53f0\u6df1\u5ea6\u9002\u914d\u3002\u53cc\u65b9\u6b64\u524d\u5df2\u56f4\u7ed5\u9ad8\u6027\u80fd\u5b58\u50a8\u4ee5\u53caRDMA\u548cNVMe\u7f51\u7edc\u5b58\u50a8\u5f62\u6210\u8054\u5408\u65b9\u6848\uff0c\u9a8c\u8bc1\u4e86\u5904\u7406\u5668\u3001SSD\u4e0e\u8f6f\u4ef6\u6808\u534f\u540c\u5728\u9ad8\u541e\u5410\u548c\u4f4e\u65f6\u5ef6\u573a\u666f\u4e2d\u7684\u4ef7\u503c\u3002\u6b64\u6b21\u5408\u4f5c\u8fdb\u4e00\u6b65\u5ef6\u4f38\u81f3Agentic AI\u7684KV Cache\u7ba1\u7406\uff0c\u4ece\u4ea7\u54c1\u9002\u914d\u8d70\u5411\u8986\u76d6\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u4e0e\u7f13\u5b58\u8f6f\u4ef6\u7684\u7cfb\u7edf\u7ea7\u5171\u521b\u3002 \u5fc6\u8054\u6307\u51fa\uff0c\u968f\u7740\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u4e0eAgent\u5e94\u7528\u6301\u7eed\u6f14\u8fdb\uff0c\u5b58\u50a8\u6b63\u4ece\u627f\u8f7d\u6570\u636e\u7684\u540e\u53f0\u8d44\u6e90\u8f6c\u53d8\u4e3a\u5f71\u54cdAI\u7cfb\u7edf\u6027\u80fd\u3001\u6548\u7387\u4e0e\u6210\u672c\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u3002\u6b64\u6b21\u6700\u4f73\u5b9e\u8df5\u4ee5\u771f\u5b9e\u914d\u7f6e\u548c\u6d4b\u8bd5\u7ed3\u679c\u9a8c\u8bc1\u4e86\u9ad8\u6027\u80fd\u4f01\u4e1a\u7ea7SSD\u5728\u63a8\u7406\u94fe\u8def\u4e2d\u7684\u4f5c\u7528\uff0c\u4e5f\u4e3a\u5fc6\u8054\u4e0e\u82f1\u7279\u5c14\u7ee7\u7eed\u9762\u5411AI\u5173\u952e\u573a\u666f\u5f00\u5c55\u8054\u5408\u521b\u65b0\u63d0\u4f9b\u4e86\u65b0\u7684\u6280\u672f\u57fa\u7840\u3002 \u672a\u6765\uff0c\u5fc6\u8054\u5c06\u7ee7\u7eed\u4e0e\u82f1\u7279\u5c14\u7b49\u751f\u6001\u4f19\u4f34\u63a8\u8fdb\u8f6f\u786c\u4ef6\u534f\u540c\uff0c\u56f4\u7ed5AI\u63a8\u7406\u3001\u5206\u5e03\u5f0f\u5b58\u50a8\u4e0e\u9ad8\u6027\u80fd\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u63a2\u7d22\u66f4\u591a\u53ef\u843d\u5730\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u6709\u6548\u5730\u5229\u7528GPU\u7b97\u529b\uff0c\u5e76\u4ee5\u7a33\u5b9a\u3001\u53ef\u9760\u3001\u9ad8\u6027\u80fd\u7684\u5b58\u50a8\u5e95\u5ea7\u652f\u6491 Agentic AI\u5e94\u7528\u89c4\u6a21\u5316\u90e8\u7f72\u3002 SOURCE [&hellip;]","og_url":"https:\/\/moneycompass.com.my\/cn\/\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03agentic-ai\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5\/","og_site_name":"Money Compass CN","article_published_time":"2026-09-30T08:34:00+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/","url":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/","name":"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5 - Money Compass CN","isPartOf":{"@id":"https:\/\/moneycompass.com.my\/cn\/#website"},"primaryImageOfPage":{"@id":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#primaryimage"},"image":{"@id":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#primaryimage"},"thumbnailUrl":"https:\/\/moneycompass.com.my\/cn\/wp-content\/uploads\/2026\/09\/20260930040520EDT_image_3-vSLS2V.jpeg","datePublished":"2026-09-30T08:34:00+00:00","dateModified":"2026-09-30T08:34:00+00:00","author":{"@id":""},"breadcrumb":{"@id":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#primaryimage","url":"https:\/\/moneycompass.com.my\/cn\/wp-content\/uploads\/2026\/09\/20260930040520EDT_image_3-vSLS2V.jpeg","contentUrl":"https:\/\/moneycompass.com.my\/cn\/wp-content\/uploads\/2026\/09\/20260930040520EDT_image_3-vSLS2V.jpeg","width":144,"height":119},{"@type":"BreadcrumbList","@id":"https:\/\/moneycompass.com.my\/cn\/%e5%bf%86%e8%81%94%e6%90%ba%e6%89%8b%e8%8b%b1%e7%89%b9%e5%b0%94%e5%8f%91%e5%b8%83agentic-ai%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e5%8a%a0%e9%80%9f%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/moneycompass.com.my\/cn\/"},{"@type":"ListItem","position":2,"name":"\u5fc6\u8054\u643a\u624b\u82f1\u7279\u5c14\u53d1\u5e03Agentic AI\u9ad8\u6548\u63a8\u7406\u52a0\u901f\u6700\u4f73\u5b9e\u8df5"}]},{"@type":"WebSite","@id":"https:\/\/moneycompass.com.my\/cn\/#website","url":"https:\/\/moneycompass.com.my\/cn\/","name":"Money Compass CN","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/moneycompass.com.my\/cn\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/posts\/29692"}],"collection":[{"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/comments?post=29692"}],"version-history":[{"count":0,"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/posts\/29692\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/media\/29693"}],"wp:attachment":[{"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/media?parent=29692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/categories?post=29692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/moneycompass.com.my\/cn\/wp-json\/wp\/v2\/tags?post=29692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}