{"id":119670,"date":"2026-10-30T03:57:41","date_gmt":"2026-10-29T19:57:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/119670.html"},"modified":"2026-10-30T03:57:41","modified_gmt":"2026-10-29T19:57:41","slug":"agent-%e5%ad%a6%e4%b9%a0%e7%ac%94%e8%ae%b0-04%ef%bc%9akv-cache-%e4%b8%8e%e4%b8%8a%e4%b8%8b%e6%96%87%e7%bc%93%e5%ad%98","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/119670.html","title":{"rendered":"Agent \u5b66\u4e60\u7b14\u8bb0 04\uff1aKV Cache \u4e0e\u4e0a\u4e0b\u6587\u7f13\u5b58"},"content":{"rendered":"

1\u3001\u6bcf\u6b21\u90fd\u53d1\u9001\u5386\u53f2，\u6a21\u578b\u4e5f\u8981\u5168\u90e8\u91cd\u65b0\u8ba1\u7b97\u5417？<\/h2>\n

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2\u3001\u4ecemessages\u5230Token：\u6a21\u578b\u5b9e\u9645\u63a5\u6536\u7684\u662f\u4ec0\u4e48？<\/h2>\n

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2.1 Chat Template\u5982\u4f55\u7ec4\u7ec7\u4fe1\u606f？<\/h3>\n

\"\"<\/p>\n

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（1）\u4e3a\u4ec0\u4e48\u5fc5\u987b\u4f7f\u7528\u6807\u51c6\u7684API\u683c\u5f0f<\/p>\n

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（2）\u4e3a\u4ec0\u4e48\u5bf9\u524d\u7f00\u5982\u6b64\u654f\u611f<\/p>\n

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3\u3001KV Cache\u7f13\u5b58\u4e86\u4ec0\u4e48？<\/h2>\n

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KV Cache \u7701\u53bb\u7684\u662f\u5386\u53f2 token \u7684 K\u3001V \u6295\u5f71\u91cd\u7b97，\u4f7f\u6bcf\u6b65\u89e3\u7801\u4e0d\u5fc5\u91cd\u7b97\u6574\u4e2a\u524d\u7f00\u3002<\/p>\n

4\u3001KV Cache\u4e0ePrompt Cache\u6709\u4f55\u533a\u522b？<\/h2>\n

KV Cache \u662f\u6a21\u578b\u5185\u90e8\u7684\u673a\u5236\u2014\u2014\u5728\u4e00\u6b21\u63a8\u7406\u8fc7\u7a0b\u4e2d，\u7f13\u5b58\u5df2\u8ba1\u7b97 token \u7684\u952e\u503c\u5bf9，\u907f\u514d\u91cd\u590d\u8ba1\u7b97\u3002Prompt Cache \u5219\u662f\u63a8\u7406\u5f15\u64ce\u7684\u4f18\u5316\u2014\u2014\u5728\u591a\u6b21 API \u8bf7\u6c42\u4e4b\u95f4\u7f13\u5b58\u76f8\u540c\u524d\u7f00（\u672c\u6b21\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587）\u7684\u8ba1\u7b97\u7ed3\u679c\u3002\u4e24\u8005\u7684\u4f5c\u7528\u5c42\u7ea7\u4e0d\u540c：KV Cache\u52a0\u901f\u5355\u6b21\u8bf7\u6c42\u7684token\u751f\u6210\u4e5f\u5c31\u662f\u4e00\u6b21\u751f\u6210\u8fc7\u7a0b\u4e2d，\u600e\u6837\u590d\u7528\u5386\u53f2\u8ba1\u7b97？Prompt Cache \u51cf\u5c11\u8de8\u8bf7\u6c42\u7684\u91cd\u590d\u8ba1\u7b97\u6210\u672c\u4e5f\u5c31\u662f\u591a\u6b21\u8bf7\u6c42\u4e4b\u95f4，\u600e\u6837\u590d\u7528\u76f8\u540c\u7684\u524d\u7f00？\u3002<\/p>\n

5\u3001\u600e\u6837\u8bbe\u8ba1\u5bf9\u7f13\u5b58\u53cb\u597d\u7684Agent\u4e0a\u4e0b\u6587？<\/h2>\n

（1）\u63d0\u793a\u5de5\u7a0b\u4e0e\u52a8\u6001\u63d0\u793a\u8bcd<\/p>\n

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\u2462\u4f7f\u7528\u6807\u51c6 API \u683c\u5f0f，\u4e0d\u8981\u81ea\u884c\u62fc\u63a5\u6d88\u606f：\u8fd9\u4e2a\u524d\u9762\u5df2\u7ecf\u6709\u8bf4\u5230<\/p>\n

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（2）Agent\u72b6\u6001\u680f<\/p>\n

\u901a\u8fc7\u5728\u4e0a\u4e0b\u6587\u672b\u5c3e\u6ce8\u5165\u52a8\u6001\u7684\u5143\u4fe1\u606f（\u4efb\u52a1\u8fdb\u5ea6\u3001\u73af\u5883\u89c2\u5bdf\u6458\u8981\u3001\u5de5\u5177\u8c03\u7528\u8ba1\u6570\u7b49），\u5f25\u8865\u6a21\u578b\u65e0\u6cd5\u4e3b\u52a8\u5f52\u7eb3\u9690\u5f0f\u72b6\u6001\u7684\u4e0d\u8db3\u3002<\/p>\n

（3）\u4e0a\u4e0b\u6587\u538b\u7f29\u7b56\u7565<\/p>\n

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