{"id":40412,"date":"2025-07-28T22:03:14","date_gmt":"2025-07-28T14:03:14","guid":{"rendered":"https:\/\/17aitech.com\/?p=40412"},"modified":"2025-07-28T22:03:14","modified_gmt":"2025-07-28T14:03:14","slug":"ppio%e4%ba%ae%e7%9b%b8waic-2025%ef%bc%8c%e9%87%8d%e7%a3%85%e6%8e%a8%e5%87%baagentic-ai%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd%e6%9c%8d%e5%8a%a1%e5%b9%b3%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40412","title":{"rendered":"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0"},"content":{"rendered":"

7\u670826\u65e5\u81f329\u65e5\uff0c\u4e2d\u56fd\u9886\u5148\u7684\u72ec\u7acb\u5206\u5e03\u5f0f\u4e91\u8ba1\u7b97\u670d\u52a1\u5546PPIO\u4eae\u76f82025 \u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u66a8\u4eba\u5de5\u667a\u80fd\u5168\u7403\u6cbb\u7406\u9ad8\u7ea7\u522b\u4f1a\u8bae\uff08WAIC\uff09\u3002PPIO\u8054\u5408\u521b\u59cb\u4eba\u517cCEO\u59da\u6b23\u5728WAIC\u6d3b\u52a8\u4e0a\u91cd\u78c5\u53d1\u5e03\u4e86\u56fd\u5185\u9996\u4e2aAgentic AI\u57fa\u7840\u8bbe\u65bd\uff08Infra\uff09\u670d\u52a1\u5e73\u53f0\uff0c\u52a0\u901fAgent\u5e94\u7528\u7684\u5f00\u53d1\u548c\u89c4\u6a21\u5316\u843d\u5730\u3002\u00a0<\/span><\/p>\n

<\/a><\/span><\/p>\n

\u9488\u5bf9Agent\uff08\u667a\u80fd\u4f53\uff09\u7279\u6027\u7684\u5f00\u53d1\u9700\u6c42\uff0cPPIO\u63a8\u51fa\u4e86AI\u667a\u80fd\u4f53\u5e73\u53f0\u4ea7\u54c1\uff0c\u5206\u4e3a\u901a\u7528\u7248\u548c\u4f01\u4e1a\u7248\u3002<\/p>\n

\u901a\u7528\u7248\uff1a\u4ee5\u6781\u5177\u6027\u4ef7\u6bd4\u7684\u5206\u5e03\u5f0fGPU\u4e91\u5e95\u5ea7\u4e3a\u652f\u6491\uff0c\u53d1\u5e03\u4e2d\u56fd\u9996\u6b3e\u517c\u5bb9E2B\u63a5\u53e3\u7684Agent\u6c99\u7bb1\uff0c\u4ee5\u53ca\u66f4\u9002\u7528\u4e8eAgent\u6784\u5efa\u7684\u6a21\u578b\u670d\u52a1\uff0c\u4e3a\u4e2a\u4eba\u5f00\u53d1\u8005\u4e0e\u4e2d\u5c0f\u4f01\u4e1a\u63d0\u4f9b\u517c\u5177\u6027\u80fd\u3001\u6548\u7387\u3001\u6210\u672c\u4f18\u52bf\u7684AI\u667a\u80fd\u4f53\u5e73\u53f0\u3002<\/p>\n

\u4f01\u4e1a\u7248\uff1a\u9762\u5411\u4e2d\u5927\u578b\u4f01\u4e1a\u591a\u5143\u5316\u7684Agent\u9700\u6c42\uff0c\u8054\u52a8PPIO GPU\u4e91\u670d\u52a1\u3001\u884c\u4e1a\u5e94\u7528\u4e0e\u5f00\u653e\u751f\u6001\uff0c\u51ed\u501f\u957f\u671f\u8bb0\u5fc6\u3001\u6d41\u7a0b\u53ef\u63a7\u3001\u5168\u57df\u64cd\u4f5c\u3001\u4e1a\u52a1\u8054\u52a8\u3001\u591a\u6a21\u6001\u534f\u540c\u7b49\u4e94\u5927\u5dee\u5f02\u5316\u4f18\u52bf\uff0c\u6784\u5efa\u667a\u80fd\u51b3\u7b56\u5230\u6267\u884c\u5168\u95ed\u73af\uff0c\u7a81\u7834\u4f20\u7edfAI\u8fb9\u754c\uff0c\u4e3a\u884c\u4e1a\u6253\u9020\u201c\u80fd\u542c\u4f1a\u770b\u3001\u5584\u601d\u4f1a\u505a\u201d\u7684\u667a\u80fd\u4f53\u89e3\u51b3\u65b9\u6848\uff0c\u63a8\u52a8Agent\u5e94\u7528\u8d4b\u80fd\u5343\u884c\u767e\u4e1a\u3002<\/p>\n

<\/a><\/p>\n

PPIO\u53d1\u5e03\u4e2d\u56fd\u9996\u6b3eAgent\u6c99\u7bb1<\/strong><\/p>\n

\u5f53\u524d\uff0c\u4eba\u5de5\u667a\u80fd\u6b63\u52a0\u901f\u5411Agentic AI\u6f14\u8fdb\uff0c\u5177\u5907\u81ea\u4e3b\u611f\u77e5\u3001\u89c4\u5212\u548c\u6267\u884c\u590d\u6742\u4efb\u52a1\u80fd\u529b\u7684Agent\u5e94\u7528\uff0c\u4e0d\u4ec5\u9700\u8981\u5f3a\u5927\u7684\u5927\u8bed\u8a00\u6a21\u578b\u4f5c\u4e3a\u201c\u5927\u8111\u201d\u63d0\u5347\u7406\u89e3\u4e0e\u51b3\u7b56\uff0c\u8fd8\u9700\u654f\u6377\u7684\u201c\u624b\u548c\u811a\u201d\u5b9e\u73b0\u7cbe\u51c6API\u8c03\u7528\u4e0e\u5de5\u5177\u64cd\u4f5c\uff0c\u4ee5\u589e\u5f3a\u7075\u6d3b\u6027\u548c\u901a\u7528\u6027\u3002\u968f\u7740\u6280\u672f\u7684\u9769\u65b0\uff0c\u884c\u4e1a\u4e9f\u9700\u9762\u5411Agentic AI\u65f6\u4ee3\u7684\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0\uff0c\u4e3aAgent\u5e94\u7528\u5f00\u53d1\u63d0\u4f9b\u7cfb\u7edf\u6027\u652f\u6491\u548c\u5e95\u5ea7\u3002<\/p>\n

\u201cPPIO\u4f5c\u4e3a\u56fd\u5185\u9996\u4e2a\u805a\u7126Agentic AI\u7684\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5546\uff0c\u81f4\u529b\u4e8e\u4ece\u4e2d\u56fd\u9996\u6b3eAgent\u6c99\u7bb1\u5230\u6a21\u578b\u670d\u52a1\uff0c\u518d\u5230AI\u667a\u80fd\u4f53\u5e73\u53f0\u5168\u9762\u5e03\u5c40\uff0c\u4e3a\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u6253\u9020\u5168\u6808\u5f0f\u7684Agent\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u3002\u201d\u59da\u6b23\u8868\u793a\u3002\u00a0<\/span><\/p>\n

<\/a><\/p>\n

\u76f8\u6bd4\u4f20\u7edf\u7684\u7f16\u7a0b\u6a21\u5f0f\uff0cAgent\u5728\u4efb\u52a1\u6267\u884c\u8fc7\u7a0b\u4e2d\u751f\u6210\u7684\u4ee3\u7801\u8d28\u91cf\u5b58\u5728\u4e0d\u786e\u5b9a\u6027\uff0c\u53ef\u80fd\u6709\u5371\u9669\u4ee3\u7801\u7684\u751f\u6210\u5bf9\u7cfb\u7edf\u5b89\u5168\u9020\u6210\u5a01\u80c1\u5e76\u5f71\u54cd\u5176\u4ed6\u7528\u6237\u3002\u56e0\u6b64\u4e3aAgent\u6784\u5efa\u4e00\u4e2a\u5b89\u5168\u9694\u79bb\u7684\u73af\u5883\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\uff0cPPIO\u63a8\u51fa\u7684\u4e2d\u56fd\u9996\u6b3e\u517c\u5bb9E2B\u63a5\u53e3\u7684\u201cAgent\u6c99\u7bb1\u201d\u4ea7\u54c1\uff0c\u5c31\u7528\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

\u8be5\u6c99\u7bb1\u662f\u4e13\u4e3aAgent\u6267\u884c\u4efb\u52a1\u8bbe\u8ba1\u7684\u4e91\u7aef\u8fd0\u884c\u73af\u5883\uff0c\u4e3aAgent\u8d4b\u4e88\u5b89\u5168\u53ef\u9760\u3001\u9ad8\u6548\u654f\u6377\u7684\u201c\u624b\u548c\u811a\u201d\uff0c\u6c99\u7bb1\u5185\u652f\u6301\u52a8\u6001\u8c03\u7528Browser use\u3001Computer use\u3001MCP\u3001RAG\u3001Search\u7b49\u5404\u79cd\u5de5\u5177\u3002\u76ee\u524dPPIO Agent\u6c99\u7bb1\u5df2\u63a5\u5165Camel AI\uff0cOpenManus\uff0cDify\u7b49\u8457\u540d\u5f00\u6e90\u9879\u76ee\u3002\u00a0<\/span><\/p>\n

<\/a><\/p>\n

PPIO Agent\u6c99\u7bb1\u57fa\u4e8eFirecracker MicroVM\u6784\u5efa\uff0c\u5177\u5907\u5f3a\u5b89\u5168\u9694\u79bb\u3001\u6beb\u79d2\u7ea7\u6781\u901f\u542f\u52a8\u3001\u9ad8\u5e76\u53d1\u521b\u5efa\u4e09\u5927\u7279\u6027\uff0c\u65e0\u9700\u9884\u90e8\u7f72\uff0c\u5373\u542f\u5373\u7528\uff0c\u8ba9Agent\u7684\u6240\u6709\u64cd\u4f5c\u5747\u5904\u4e8e\u201c\u53d7\u9650\u3001\u53ef\u63a7\u201d\u7684\u72b6\u6001\u3002\u5f3a\u5b89\u5168\u9694\u79bb\uff0c\u8ba9\u4e0d\u540cAgent\u6c99\u7bb1\u7684\u73af\u5883\u53ef\u5b9e\u73b0\u5b8c\u5168\u9694\u79bb\uff0c\u5f53\u591a\u4e2a\u4efb\u52a1\u5e76\u53d1\u6267\u884c\u65f6\uff0c\u6bcf\u4e2a\u4efb\u52a1\u90fd\u80fd\u5728\u72ec\u7acb\u73af\u5883\u4e2d\u8fd0\u884c\uff0c\u4ece\u6839\u6e90\u4e0a\u907f\u514d\u6570\u636e\u6cc4\u6f0f\u548c\u8d44\u6e90\u62a2\u5360\u51b2\u7a81\uff1b\u5c0f\u4e8e200ms\u7684\u6781\u901f\u542f\u52a8\u65f6\u95f4\uff0c\u8fdc\u8fdc\u5c0f\u4e8e\u4f20\u7edf\u865a\u62df\u673a\u6c99\u7bb1\u6570\u5206\u949f\u751a\u81f3\u66f4\u957f\u7684\u65f6\u6548\uff0c\u53ef\u77ac\u95f4\u521b\u5efa\u6c99\u7bb1\u73af\u5883\u3001\u8fd0\u884c\u751f\u6210\u7684\u4ee3\u7801\u5e76\u5c55\u793a\u9884\u89c8\u6548\u679c\uff0c\u5927\u5e45\u63d0\u5347\u7528\u6237\u7684\u5f00\u53d1\u6d41\u7545\u5ea6\uff1b\u5e76\u4e14PPIO Agent\u6c99\u7bb1\u8fd8\u652f\u6301\u540c\u65f6\u5feb\u901f\u542f\u52a8\u6570\u5343\u4e2a\u6c99\u7bb1\u5b9e\u4f8b\u7684\u9ad8\u5e76\u53d1\u521b\u5efa\u80fd\u529b\uff0c\u53ef\u5145\u5206\u6ee1\u8db3\u4e1a\u52a1\u573a\u666f\u4e2d\u7684\u9ad8\u5e76\u53d1\u9700\u6c42\uff0c\u52a0\u5feb\u7ed3\u679c\u4ea4\u4ed8\u901f\u5ea6\uff0c\u4fdd\u969c\u7528\u6237\u4f53\u9a8c\u3002\u00a0<\/p>\n

\u6b64\u5916\uff0c\u76f8\u6bd4\u4f20\u7edf\u4e2d\u5fc3\u5316\u4e91\uff0cPPIO\u51ed\u501f\u8986\u76d6\u5168\u7403\u5206\u5e03\u5f0f\u7684\u7b97\u529b\u7f51\u7edc\uff0cAgent\u6c99\u7bb1\u5728\u76f8\u540c\u89c4\u683c\u8d44\u6e90\u5355\u4ef7\u4f4e\u81f3E2B\u5b98\u65b9\u5b9a\u4ef7\u768450%\u4ee5\u4e0b\uff0c\u8fdb\u4e00\u6b65\u5e2e\u4f01\u4e1a\u4f18\u5316Agent\u6c99\u7bb1\u6210\u672c\u3002\u540c\u65f6\uff0c\u5ba2\u6237\u65e0\u9700\u6708\u8d39\u8ba2\u9605\u5373\u53ef\u83b7\u5f9724\u5c0f\u65f6\u4f1a\u8bdd\u4fdd\u6301\u3001\u9ad8\u5e76\u53d1\u53ca\u89c4\u683c\u81ea\u5b9a\u4e49\u7b49\u9ad8\u7ea7\u7279\u6027\u3002PPIO\u8ba9\u4f01\u4e1a\u5728\u4fdd\u6301\u5b8c\u6574E2B\u517c\u5bb9\u6027\u7684\u540c\u65f6\uff0c\u5c06\u6574\u4f53\u8fd0\u884c\u6210\u672c\u76f4\u964d50%\u4ee5\u4e0a\uff0c\u771f\u6b63\u4e3a\u5927\u89c4\u6a21Agent\u5e94\u7528\u843d\u5730\u63d0\u4f9b\u4e86\u66f4\u5feb\u3001\u66f4\u5b89\u5168\u3001\u66f4\u7ecf\u6d4e\u7684\u8fd0\u884c\u5e95\u5ea7\u3002<\/p>\n<\/p>\n

\u6a21\u578b\u670d\u52a1\uff1a\u4e3aAgent\u5f00\u53d1\u91cf\u8eab\u6253\u9020\uff0c\u652f\u6301\u8d85\u957f\u4e0b\u6587\u8f93\u51fa<\/strong><\/p>\n

\u5728\u5b89\u5168\u53ef\u63a7\u7684\u8fd0\u884c\u73af\u5883\u57fa\u7840\u4e0a\uff0c\u6839\u636eAgent\u8fd0\u884c\u51b3\u7b56\u6240\u9700\u7684\u201c\u5927\u8111\u201d\u2014\u2014\u5927\u8bed\u8a00\u6a21\u578b\uff0cPPIO\u7684\u6a21\u578b\u670d\u52a1\u5728\u7b2c\u4e00\u65f6\u95f4\u5185\u4e0a\u7ebf\u5e76\u4f18\u5316\u4e3b\u6d41\u7684\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u3002PPIO\u6a21\u578b\u670d\u52a1\u652f\u6301\u767e\u6b3e\u4e3b\u6d41\u5f00\u6e90\u4e0e\u5b9a\u5236AI\u6a21\u578b\u7684\u5feb\u901f\u63a5\u5165\u3001\u5f39\u6027\u90e8\u7f72\u4e0e\u9ad8\u6548\u8c03\u7528\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u4e0e\u4f01\u4e1a\u5feb\u901f\u6784\u5efaAgent\u5e94\u7528\uff0c\u5b9e\u73b0\u89c4\u5212\u3001\u8bb0\u5fc6\u3001\u6267\u884c\u7b49\u5b8c\u6574\u7684Agent\u4efb\u52a1\u7684\u6838\u5fc3\u9700\u6c42\u3002<\/p>\n

<\/a><\/p>\n

\u9488\u5bf9Agent\u7684\u89c4\u5212\u80fd\u529b\uff0cPPIO\u4e0a\u7ebf\u4e86DeepSeek R1\u3001Qwen3\u3001MiniMax M1\u7b49\u56fd\u5185\u4e3b\u6d41\u63a8\u7406\u6a21\u578b\uff0c\u6765\u62c5\u4efbAgent\u7684\u201c\u5927\u8111\u201d\uff0c\u53ef\u4ee5\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u591a\u4e2a\u6b65\u9aa4\uff1b\u9488\u5bf9Agent\u7684\u8bb0\u5fc6\u9700\u6c42\uff0cPPIO\u5728\u4e1a\u5185\u7387\u5148\u5b8c\u6210\u4e86DeepSeek\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u5347\u7ea7\uff0c\u5c06\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u81f3160K\uff0c\u6700\u5927\u8f93\u51fa\u6269\u5c55\u81f3160K\uff0c\u53ef\u6ee1\u8db3\u591a\u8f6e\u8d85\u957f\u5bf9\u8bdd\u3001Agent\u6df1\u5ea6\u5206\u6790\u7b49\u573a\u666f\u957f\u8f93\u51fa\u5e94\u7528\u9700\u6c42\uff1b\u9488\u5bf9Agent\u7684\u6267\u884c\u80fd\u529b\uff0cPPIO\u7387\u5148\u652f\u6301Kimi-K2\u3001Qwen3 Coder\u7b49\u4ee3\u7801\u6a21\u578b\uff0c\u5b9e\u73b0\u5f3a\u5927\u7684\u81ea\u4e3b\u7f16\u7a0b\u3001\u5de5\u5177\u8c03\u7528\u548c\u6570\u5b66\u63a8\u7406\u80fd\u529b\u3002\u540c\u65f6\uff0cPPIO\u6a21\u578b\u670d\u52a1\u5e73\u53f0\u8fd8\u63d0\u4f9b\u6db5\u76d6\u6587\u672c\u3001\u8bed\u97f3\u3001\u89c6\u9891\u3001\u56fe\u50cf\u7b49\u591a\u6a21\u6001\u6a21\u578b\u652f\u6301\uff0c\u6ee1\u8db3\u591a\u6837\u5316Agent\u5e94\u7528\u9700\u6c42\u3002<\/p>\n

\u53e6\u5916\uff0c\u5728\u9488\u5bf9\u5927\u6a21\u578b\u7684\u63a8\u7406\u52a0\u901f\u6280\u672f\u4e0a\uff0cPPIO\u57fa\u4e8e\u7b97\u6cd5\u3001\u7cfb\u7edf\u548c\u786c\u4ef6\u7684\u534f\u540c\u521b\u65b0\u5b9e\u8df5\uff0c\u4ee5\u81ea\u7814\u63a8\u7406\u52a0\u901f\u5f15\u64ce\uff0c\u5728PD\u5206\u79bb\u3001FlashMLA\u3001DeepEP\u3001DeepGEMM\u3001EPLB\u3001MicroBatch Overlap\u7b49\u6838\u5fc3\u6280\u672f\u4e0a\u505a\u4e86\u6df1\u5ea6\u4f18\u5316\uff0c\u5f7b\u5e95\u6253\u7834Agent\u5f00\u53d1\u7684\u201c\u786c\u4ef6\u675f\u7f1a\u201d\uff0c\u540c\u65f6\u4e5f\u5b9e\u73b0\u6a21\u578b\u63a8\u7406\u768410\u500d+\u964d\u672c\uff0c\u5b9e\u73b0\u63a8\u7406\u6548\u7387\u4e0e\u8d44\u6e90\u4f7f\u7528\u7684\u52a8\u6001\u5e73\u8861\u3002\u00a0<\/p>\n

\u201c\u8111-\u773c-\u8033-\u5634-\u624b\u201d\u534f\u540c\uff0c\u4e3a\u4f01\u4e1a\u667a\u80fd\u5316\u6253\u9020\u201c\u6570\u5b57\u52b3\u52a8\u529b\u201d<\/strong><\/p>\n

Agent\u7684\u52a0\u901f\u6d8c\u73b0\uff0c\u4e3a\u5404\u884c\u4e1a\u5927\u578b\u4f01\u4e1a\u7684\u6570\u667a\u5316\u5347\u7ea7\u5e26\u6765\u5168\u65b0\u673a\u9047\u3002\u4f46\u56e0\u4f01\u4e1a\u6838\u5fc3\u6570\u636e\u7684\u654f\u611f\u6027\uff0c\u79c1\u6709\u5316\u90e8\u7f72\u6210\u4e3a\u4f17\u591a\u5927\u578b\u4f01\u4e1a\u843d\u5730Agent\u7684\u666e\u904d\u9009\u62e9\u3002\u6784\u5efa\u884c\u4e1a\u4e13\u5c5eAgent\u5e76\u5b9e\u73b0\u79c1\u6709\u5316\u90e8\u7f72\uff0c\u4e0d\u4ec5\u9762\u4e34\u201c\u7b97\u529b\u9002\u914d\u96be\u3001\u6a21\u578b\u6574\u5408\u96be\u3001\u6210\u672c\u63a7\u5236\u96be\u201d\u7b49\u6838\u5fc3\u75db\u70b9\uff0c\u8fd8\u9700\u6df1\u5ea6\u878d\u5408\u884c\u4e1a\u77e5\u8bc6\u4e0e\u6570\u636e\uff0c\u5b9e\u73b0\u201c\u61c2\u884c\u4e1a\u3001\u61c2\u4e13\u4e1a\u201d\u7684\u7cbe\u51c6\u8d4b\u80fd\u3002<\/p>\n

<\/a><\/p>\n

\u9488\u5bf9\u4e2d\u5927\u578b\u4f01\u4e1a\u7684\u884c\u4e1aAgent\u9700\u6c42\u4e0e\u75db\u70b9\uff0cPPIO\u63a8\u51fa\u4e86AI\u667a\u80fd\u4f53\u5e73\u53f0\u7684\u4f01\u4e1a\u7248\u672c\uff0c\u4ee5\u201c\u8111-\u773c-\u8033-\u5634-\u624b\u201d\u534f\u540c\uff0c\u6784\u5efa\u667a\u80fd\u51b3\u7b56\u5230\u6267\u884c\u5168\u95ed\u73af\uff0c\u501f\u201c\u6570\u5b57\u52b3\u52a8\u529b\u201d\u91cd\u5851\u81ea\u52a8\u5316\u3002\u5e73\u53f0\u53ef\u8986\u76d6\u6559\u80b2\u3001\u5de5\u4e1a\u3001\u4f01\u4e1a\u7b49\u591a\u9886\u57df\u573a\u666f\uff0c\u878d\u5408\u57fa\u7840\u8bbe\u65bd\u3001\u57fa\u7840\u5927\u6a21\u578b\u3001\u5927\u6a21\u578b\u5de5\u5382\u3001\u77e5\u8bc6\u5e93\u5927\u8111\u548c\u667a\u80fd\u4f53\u7f16\u6392\u7b49\u591a\u79cd\u57fa\u7840\u80fd\u529b\uff0c\u4ee5\u667a\u80fd\u5e95\u5ea7\u9a71\u52a8\u4f01\u4e1a\u6548\u7387\u5347\u7ea7\uff0c\u4e3a\u6570\u5b57\u5316\u8f6c\u578b\u6ce8\u5165\u201c\u5168\u94fe\u8def\u667a\u80fd\u52a8\u529b\u201d\uff0c\u8ba9\u81ea\u52a8\u5316\u4ece\u5de5\u5177\u5347\u7ea7\u4e3a\u4e1a\u52a1\u589e\u957f\u5f15\u64ce\uff0c\u8d4b\u80fd\u4f01\u4e1a\u9ad8\u6548\u843d\u5730\u667a\u80fd\u5e94\u7528\u3002\u96f7\u5cf0\u7f51<\/span><\/p>\n

\u76ee\u524dPPIO\u7684AI\u667a\u80fd\u4f53\u5e73\u53f0\u4f01\u4e1a\u7248\u672c\u5df2\u6709\u5b9e\u8df5\u6848\u4f8b\u843d\u5730\uff1a\u57fa\u4e8eAI\u667a\u80fd\u4f53\u5e73\u53f0\uff0cPPIO\u4e3a\u67d0\u56fd\u9645\u5b66\u6821\u6253\u9020\u4e86\u667a\u6167\u6559\u80b2\u5168\u573a\u666f\u89e3\u51b3\u65b9\u6848\uff0c\u8986\u76d6\u7ba1\u7406\u3001\u6559\u5b66\u3001\u5b66\u4e60\u3001\u7814\u5b66\u5168\u573a\u666f\uff0c\u8d2f\u7a7f\u8bfe\u524d\u5907\u8bfe\u3001\u8bfe\u5802\u4f5c\u4e1a\u3001\u5b66\u60c5\u5206\u6790\u3001\u5fc3\u7406\u76d1\u6d4b\u3001\u5bb6\u6821\u4e92\u52a8\u7b49\u5168\u6d41\u7a0b\uff0c\u9002\u914d\u6821\u5185\u6821\u5916\u5404\u6559\u80b2\u9636\u6bb5\u3002\u6559\u5e08\u501f\u52a9AI\u5927\u6a21\u578b\u9ad8\u6548\u6574\u5408\u53cc\u8bed\u8d44\u6e90\uff0c\u5907\u8bfe\u6d41\u7a0b\u663e\u8457\u4f18\u5316\uff0c\u65e5\u5747\u5907\u8bfe\u65f6\u957f\u7f29\u51cf\u8d8550%\u3002\u5e73\u53f0\u4e32\u8054\u6559\u5e08-\u5b66\u751f-\u5bb6\u957f\u4e09\u65b9\u94fe\u8def\u540e\uff0c\u4fe1\u606f\u534f\u540c\u54cd\u5e94\u65f6\u6548\u4ece1\u5929\u538b\u7f29\u81f31.5\u5c0f\u65f6\uff1b\u5728\u8fd1\u671f\u6708\u8003\u4e2d\uff0c\u4e09\u4e2a\u5e74\u7ea7\u5e73\u5747\u6210\u7ee9\u66f4\u5b9e\u73b0\u7ea610%\u7684\u73af\u6bd4\u63d0\u5347\uff0c\u76f4\u89c2\u5370\u8bc1\u4e86\u5e73\u53f0\u7684\u8d4b\u80fd\u4ef7\u503c\u3002<\/p>\n

\u201c\u4eceAI Infra\u5230Agentic AI Infra\uff0cPPIO AI\u667a\u80fd\u4f53\u5e73\u53f0\u4e0d\u4ec5\u4e3aAgent\u7684\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4ece\u5e95\u5c42\u7b97\u529b\u5230\u4e0a\u5c42\u5e94\u7528\u7684\u5168\u65b9\u4f4d\u652f\u6301\uff0c\u964d\u4f4e\u4e86\u6280\u672f\u95e8\u69db\u548c\u5f00\u53d1\u6210\u672c\uff0c\u66f4\u901a\u8fc7\u5b89\u5168\u9ad8\u6548\u7684\u6c99\u7bb1\u73af\u5883\u3001\u4e30\u5bcc\u591a\u5143\u7684\u6a21\u578b\u8d44\u6e90\u4ee5\u53ca\u6781\u81f4\u6027\u4ef7\u6bd4\u7684\u7b97\u529b\u670d\u52a1\uff0c\u4e3aAgent\u7684\u89c4\u6a21\u843d\u5730\u7b51\u7262\u4e86\u6839\u57fa\uff0c\u63a8\u52a8Agent\u4ece\u6280\u672f\u63a2\u7d22\u8fc8\u5411\u4ef7\u503c\u521b\u9020\u7684\u65b0\u9636\u6bb5\u3002\u201d\u59da\u6b23\u8868\u793a\u3002\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/span><\/p>\n

\u672a\u6765\uff0c\u901a\u8fc7\u6301\u7eed\u5b8c\u5584\u5e73\u53f0\u670d\u52a1\u80fd\u529b\uff0cPPIO\u5c06\u52a9\u529b\u66f4\u591a\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u5728Agentic AI\u65f6\u4ee3\u62a2\u5360\u5148\u673a\uff0c\u52a0\u901f\u521b\u65b0\u5e94\u7528\u7684\u8bde\u751f\uff0c\u91cd\u5851\u4f17\u591a\u884c\u4e1a\u7684\u5de5\u4f5c\u6a21\u5f0f\u4e0e\u751f\u4ea7\u6d41\u7a0b\uff0c\u6fc0\u53d1\u5168\u65b0\u751f\u4ea7\u529b\uff0c\u4e3a\u6784\u5efa\u66f4\u52a0\u667a\u80fd\u3001\u9ad8\u6548\u3001\u521b\u65b0\u7684\u672a\u6765\u4ea7\u4e1a\u751f\u6001\u5960\u5b9a\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n

\u96f7\u5cf0\u7f51\u7248\u6743\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n

\n
\n <\/a>
\n <\/a>\n <\/p>\n

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

7\u670826\u65e5\u81f329\u65e5\uff0c\u4e2d\u56fd\u9886\u5148\u7684\u72ec\u7acb\u5206\u5e03\u5f0f […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[70,85,71,73,68],"class_list":["post-40412","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-mcp","tag-rag","tag-73","tag-68"],"yoast_head":"\nPPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0 - \u4e00\u8d77AI\u6280\u672f<\/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:\/\/17aitech.com\/?p=40412\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0\",\"datePublished\":\"2025-07-28T14:03:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412\"},\"wordCount\":156,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png\",\"keywords\":[\"Agent\",\"MCP\",\"RAG\",\"\u591a\u6a21\u6001\",\"\u5927\u6a21\u578b\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=40412#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=40412\",\"name\":\"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png\",\"datePublished\":\"2025-07-28T14:03:14+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=40412\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40412#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\",\"url\":\"https:\\\/\\\/17aitech.com\\\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/17aitech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"url\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"contentUrl\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0 - \u4e00\u8d77AI\u6280\u672f","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:\/\/17aitech.com\/?p=40412","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=40412#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=40412"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0","datePublished":"2025-07-28T14:03:14+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=40412"},"wordCount":156,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=40412#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/07\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png","keywords":["Agent","MCP","RAG","\u591a\u6a21\u6001","\u5927\u6a21\u578b"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=40412#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=40412","url":"https:\/\/17aitech.com\/?p=40412","name":"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=40412#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=40412#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/07\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png","datePublished":"2025-07-28T14:03:14+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=40412#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=40412"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=40412#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/07\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/07\/frc-32f0449d3864d904e4a9d5ae9ec419ba.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=40412#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"PPIO\u4eae\u76f8WAIC 2025\uff0c\u91cd\u78c5\u63a8\u51faAgentic AI\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u5e73\u53f0"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40412","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=40412"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40412\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=40412"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=40412"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=40412"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}