{"id":481,"date":"2026-08-03T16:06:00","date_gmt":"2026-08-03T08:06:00","guid":{"rendered":"https:\/\/www.timedigital.cn\/new\/481\/"},"modified":"2026-08-03T16:06:00","modified_gmt":"2026-08-03T08:06:00","slug":"pipe%ef%bc%9a%e8%ae%a9ai%e6%93%8d%e4%bd%9c%e6%88%90%e4%b8%ba%e7%bc%96%e7%a8%8b%e8%af%ad%e8%a8%80%e7%9a%84%e5%8e%9f%e8%af%ad%ef%bc%8c%e5%bc%80%e5%90%af%e6%96%b0%e8%8c%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.timedigital.cn\/new\/481\/","title":{"rendered":"Pipe\uff1a\u8ba9AI\u64cd\u4f5c\u6210\u4e3a\u7f16\u7a0b\u8bed\u8a00\u7684\u539f\u8bed\uff0c\u5f00\u542f\u65b0\u8303\u5f0f"},"content":{"rendered":"

\u8fd1\u65e5\uff0c\u4e00\u4e2a\u540d\u4e3aPipe\u7684\u8fd0\u884c\u65f6\u9879\u76ee\u5728Hacker News\u4e0a\u6084\u7136\u4eae\u76f8\uff0c\u5176\u6838\u5fc3\u7406\u5ff5\u4ee4\u4eba\u8033\u76ee\u4e00\u65b0\uff1a\u5c06AI\u64cd\u4f5c\u4f5c\u4e3a\u8bed\u8a00\u7684\u539f\u8bed\uff08primitives\uff09\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u8c03\u7528\u590d\u6742\u7684API\u6216\u5e93\uff0c\u800c\u662f\u50cf\u4f7f\u7528\u52a0\u51cf\u4e58\u9664\u4e00\u6837\uff0c\u76f4\u63a5\u4f7f\u7528AI\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u80fd\u529b\u3002\u8fd9\u4e00\u8bbe\u8ba1\u6709\u671b\u5927\u5e45\u964d\u4f4eAI\u5e94\u7528\u7684\u95e8\u69db\uff0c\u5e76\u91cd\u5851\u7f16\u7a0b\u8bed\u8a00\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u878d\u5408\u65b9\u5f0f\u3002<\/p>\n

\u4ec0\u4e48\u662fPipe\uff1f\u2014\u2014AI\u539f\u8bed\u8fd0\u884c\u65f6\u7684\u8bbe\u8ba1\u7406\u5ff5<\/p><\/h2>

Pipe\u5e76\u975e\u4e00\u4e2a\u5b8c\u6574\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u800c\u662f\u4e00\u4e2a\u8fd0\u884c\u65f6\u73af\u5883\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u4ee5\u201c\u8bed\u8a00\u539f\u8bed\u201d\u7684\u5f62\u5f0f\u8c03\u7528AI\u64cd\u4f5c\u3002\u5728\u4f20\u7edf\u7f16\u7a0b\u4e2d\uff0c\u57fa\u672c\u8fd0\u7b97\u5982\u52a0\u6cd5\u3001\u6bd4\u8f83\u3001\u5faa\u73af\u7b49\u88ab\u5185\u7f6e\u4e8e\u8bed\u8a00\u672c\u8eab\uff0c\u800c\u590d\u6742\u7684AI\u529f\u80fd\u5219\u9700\u8981\u901a\u8fc7\u7b2c\u4e09\u65b9\u5e93\u6216\u670d\u52a1\u6765\u5b9e\u73b0\u3002Pipe\u8bd5\u56fe\u6253\u7834\u8fd9\u4e00\u754c\u9650\uff0c\u5c06AI\u63a8\u7406\u3001\u5411\u91cf\u5d4c\u5165\u3001\u6a21\u578b\u8c03\u7528\u7b49\u62bd\u8c61\u4e3a\u8bed\u8a00\u5185\u7f6e\u7684\u8fd0\u7b97\u7b26\u6216\u8bed\u6cd5\u7ed3\u6784\u3002<\/p>\n

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\u4e3a\u4ec0\u4e48\u662f\u201c\u8fd0\u884c\u65f6\u201d\u800c\u975e\u65b0\u8bed\u8a00\uff1f<\/p><\/h2>

Pipe\u9009\u62e9\u4ee5\u8fd0\u884c\u65f6\u7684\u5f62\u5f0f\u5b58\u5728\uff0c\u800c\u4e0d\u662f\u521b\u9020\u4e00\u95e8\u5168\u65b0\u7684\u8bed\u8a00\uff0c\u8fd9\u80cc\u540e\u6709\u5176\u6df1\u601d\u719f\u8651\u7684\u8003\u91cf\u3002\u4e00\u65b9\u9762\uff0c\u5b83\u517c\u5bb9\u73b0\u6709\u7684\u7f16\u7a0b\u8bed\u8a00\u751f\u6001\u7cfb\u7edf\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728Python\u3001JavaScript\u6216\u5176\u4ed6\u8bed\u8a00\u4e2d\u5d4c\u5165Pipe\u8fd0\u884c\u65f6\uff0c\u5e76\u76f4\u63a5\u4f7f\u7528\u5176AI\u539f\u8bed\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u8fd0\u884c\u65f6\u53ef\u4ee5\u52a8\u6001\u70ed\u66f4\u65b0\u6a21\u578b\u3001\u4f18\u5316\u6027\u80fd\uff0c\u5e76\u5904\u7406\u8de8\u8bed\u8a00\u8c03\u7528\uff0c\u4ece\u800c\u907f\u514d\u8bed\u8a00\u672c\u8eab\u9891\u7e41\u8fed\u4ee3\u7684\u8d1f\u62c5\u3002<\/p>\n

\u8fd9\u79cd\u8bbe\u8ba1\u7c7b\u4f3c\u4e8eWebAssembly\u7684\u201c\u53ef\u79fb\u690d\u8fd0\u884c\u65f6\u201d\u6982\u5ff5\uff0c\u4f46Pipe\u4e13\u6ce8\u4e8eAI\u64cd\u4f5c\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u62bd\u8c61\u5c42\uff0c\u5c4f\u853d\u4e0d\u540cAI\u6a21\u578b\u548c\u786c\u4ef6\u540e\u7aef\u7684\u5dee\u5f02\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u7528\u540c\u4e00\u5957\u8bed\u6cd5\u8c03\u7528\u4e91\u670d\u52a1\u3001\u672c\u5730\u6a21\u578b\u6216\u8fb9\u7f18\u8bbe\u5907\u4e0a\u7684AI\u80fd\u529b\u3002\u8fd9\u79cd\u201c\u4e00\u6b21\u7f16\u5199\uff0c\u5230\u5904\u8fd0\u884c\u201d\u7684\u613f\u666f\uff0c\u6b63\u662fPipe\u5438\u5f15\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n

\u4ece\u201c\u5e93\u201d\u5230\u201c\u539f\u8bed\u201d\uff1a\u7f16\u7a0b\u8303\u5f0f\u7684\u5fae\u5999\u8f6c\u53d8<\/p><\/h2>

\u4f20\u7edf\u7f16\u7a0b\u4e2d\uff0cAI\u529f\u80fd\u901a\u5e38\u4ee5\u5e93\u6216\u6846\u67b6\u7684\u5f62\u5f0f\u5b58\u5728\uff0c\u6bd4\u5982PyTorch\u3001TensorFlow\u3001Hugging Face\u7b49\u3002\u5f00\u53d1\u8005\u9700\u8981\u638c\u63e1\u8fd9\u4e9b\u5e93\u7684API\u3001\u7406\u89e3\u6a21\u578b\u8f93\u5165\u8f93\u51fa\u683c\u5f0f\uff0c\u5e76\u5904\u7406\u9519\u8bef\u3001\u8d85\u65f6\u7b49\u5f02\u5e38\u3002\u800c\u201c\u539f\u8bed\u201d\u610f\u5473\u7740\u8fd9\u4e9b\u64cd\u4f5c\u88ab\u5f53\u4f5c\u8bed\u8a00\u8fd0\u884c\u65f6\u7684\u4e00\u90e8\u5206\uff0c\u7f16\u8bd1\u5668\u6216\u89e3\u91ca\u5668\u80fd\u76f4\u63a5\u7406\u89e3\u5e76\u4f18\u5316\u5b83\u4eec\u3002<\/p>\n

\u8fd9\u79cd\u8f6c\u53d8\u5e26\u6765\u51e0\u4e2a\u5173\u952e\u4f18\u52bf\uff1a<\/p>\n

– \u66f4\u4f4e\u7684\u8ba4\u77e5\u8d1f\u62c5<\/strong>\uff1a\u5f00\u53d1\u8005\u65e0\u9700\u5b66\u4e60\u590d\u6742\u7684AI\u6846\u67b6\uff0c\u53ea\u9700\u4e86\u89e3\u539f\u8bed\u7684\u8bed\u4e49\u5373\u53ef\u3002\u5c31\u50cf\u5b66\u4e60\u4e00\u95e8\u65b0\u8bed\u8a00\uff0c\u638c\u63e1\u57fa\u672c\u8bed\u6cd5\u540e\u5c31\u80fd\u5feb\u901f\u4e0a\u624b\u3002
\n– \u66f4\u81ea\u7136\u7684\u8868\u8fbe\u5f0f<\/strong>\uff1aAI\u64cd\u4f5c\u53ef\u4ee5\u5d4c\u5165\u5230\u63a7\u5236\u6d41\u3001\u6570\u636e\u7ed3\u6784\u4e2d\uff0c\u6bd4\u5982`if (image.contains(“cat”))`\u8fd9\u6837\u7684\u6761\u4ef6\u5224\u65ad\uff0c\u80cc\u540e\u5b9e\u9645\u8c03\u7528\u7684\u662f\u89c6\u89c9\u6a21\u578b\u63a8\u7406\u3002\u4ee3\u7801\u53d8\u5f97\u66f4\u52a0\u76f4\u89c2\u3002
\n– \u7f16\u8bd1\u65f6\u4f18\u5316<\/strong>\uff1a\u8fd0\u884c\u65f6\u53ef\u4ee5\u5728\u7f16\u8bd1\u671f\u6216\u89e3\u91ca\u671f\u9884\u52a0\u8f7d\u6a21\u578b\u3001\u5206\u914d\u5185\u5b58\u3001\u8fdb\u884c\u5e38\u91cf\u5316\u7b80\uff0c\u751a\u81f3\u81ea\u52a8\u5e76\u884c\u5316\uff0c\u4ece\u800c\u63d0\u5347\u6027\u80fd\u3002<\/p>\n

\u5bf9AI\u5f00\u53d1\u4e0e\u7f16\u7a0b\u8bed\u8a00\u7684\u5f71\u54cd<\/p><\/h2>

Pipe\u7684\u51fa\u73b0\uff0c\u6298\u5c04\u51faAI\u4e0e\u7f16\u7a0b\u8bed\u8a00\u6df1\u5ea6\u878d\u5408\u7684\u8d8b\u52bf\u3002\u8fc7\u53bb\uff0c\u6211\u4eec\u901a\u8fc7\u5e93\u548c\u6846\u67b6\u5c06AI\u80fd\u529b\u201c\u63a5\u5165\u201d\u5230\u4ee3\u7801\u4e2d\uff1b\u672a\u6765\uff0cAI\u53ef\u80fd\u6210\u4e3a\u8bed\u8a00\u672c\u8eab\u7684\u4e00\u90e8\u5206\u3002\u8fd9\u4e00\u8d8b\u52bf\u5df2\u5728\u4e00\u4e9b\u65b0\u5174\u8bed\u8a00\u4e2d\u6709\u6240\u4f53\u73b0\uff0c\u6bd4\u5982Mojo\u5c06AI\u52a0\u901f\u5668\u96c6\u6210\u5230\u8bed\u8a00\u4e2d\uff0c\u800cPipe\u5219\u66f4\u8fdb\u4e00\u6b65\uff0c\u5c06AI\u64cd\u4f5c\u63d0\u5347\u4e3a\u539f\u8bed\u7ea7\u522b\u7684\u62bd\u8c61\u3002<\/p>\n

\u5bf9\u4e8eAI\u5e94\u7528\u5f00\u53d1\u8005\uff0cPipe\u610f\u5473\u7740\u66f4\u5feb\u7684\u539f\u578b\u5f00\u53d1\u3001\u66f4\u5c11\u7684\u6837\u677f\u4ee3\u7801\uff0c\u4ee5\u53ca\u66f4\u4f4e\u7684\u5165\u95e8\u95e8\u69db\u3002\u975eAI\u4e13\u4e1a\u7684\u7a0b\u5e8f\u5458\u4e5f\u80fd\u8f7b\u677e\u4e3a\u5e94\u7528\u6dfb\u52a0\u667a\u80fd\u529f\u80fd\uff0c\u800c\u65e0\u9700\u6210\u4e3a\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u3002\u5bf9\u4e8e\u7f16\u7a0b\u8bed\u8a00\u8bbe\u8ba1\u8005\uff0cPipe\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\uff1a\u5982\u4f55\u5c06\u5f02\u6784\u8ba1\u7b97\u3001\u6a21\u578b\u63a8\u7406\u7b49\u201c\u975e\u4f20\u7edf\u201d\u64cd\u4f5c\u878d\u5165\u8bed\u8a00\u89c4\u8303\uff0c\u540c\u65f6\u4fdd\u6301\u8bed\u6cd5\u7b80\u6d01\u548c\u8bed\u4e49\u6e05\u6670\u3002<\/p>\n

\u5f53\u7136\uff0cPipe\u4e5f\u9762\u4e34\u6311\u6218\u3002AI\u6a21\u578b\u65e5\u65b0\u6708\u5f02\uff0c\u539f\u8bed\u8bbe\u8ba1\u9700\u8981\u8db3\u591f\u901a\u7528\u548c\u7075\u6d3b\uff0c\u624d\u80fd\u8986\u76d6\u4e0d\u65ad\u6d8c\u73b0\u7684\u65b0\u80fd\u529b\u3002\u8fd0\u884c\u65f6\u6027\u80fd\u5f00\u9500\u3001\u6a21\u578b\u7248\u672c\u7ba1\u7406\u3001\u5b89\u5168\u4e0e\u9690\u79c1\u7b49\u95ee\u9898\u4e5f\u9700\u8981\u59a5\u5584\u89e3\u51b3\u3002\u4f46\u65e0\u8bba\u5982\u4f55\uff0cPipe\u5df2\u7ecf\u8fc8\u51fa\u4e86\u5bcc\u6709\u5b9e\u9a8c\u6027\u7684\u4e00\u6b65\u3002<\/p>\n

\u7ed3\u8bed<\/p><\/h2>

Pipe\u7684\u6838\u5fc3\u7406\u5ff5\u2014\u2014\u8ba9AI\u64cd\u4f5c\u6210\u4e3a\u8bed\u8a00\u539f\u8bed\uff0c\u4ee3\u8868\u7740\u4e00\u79cd\u4ece\u201c\u8c03\u7528AI\u5e93\u201d\u5230\u201c\u4f7f\u7528AI\u539f\u8bed\u201d\u7684\u8303\u5f0f\u8fc1\u79fb\u3002\u5b83\u53ef\u80fd\u4e0d\u4f1a\u7acb\u523b\u53d6\u4ee3\u73b0\u6709\u6846\u67b6\uff0c\u4f46\u5b83\u4e3a\u672a\u6765\u7f16\u7a0b\u8bed\u8a00\u4e0eAI\u7684\u878d\u5408\u63d0\u4f9b\u4e86\u4e00\u79cd\u6781\u5177\u60f3\u8c61\u529b\u7684\u84dd\u672c\u3002\u5f53AI\u64cd\u4f5c\u50cf\u52a0\u51cf\u6cd5\u4e00\u6837\u81ea\u7136\uff0c\u5f00\u53d1\u8005\u5c06\u80fd\u66f4\u4e13\u6ce8\u4e8e\u521b\u610f\u672c\u8eab\uff0c\u800c\u4e0d\u662f\u88ab\u5e95\u5c42\u6280\u672f\u7ec6\u8282\u6240\u56f0\u6270\u3002\u8fd9\u6b63\u662fPipe\u5e26\u7ed9\u6211\u4eec\u7684\u6700\u5927\u542f\u793a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8fd1\u65e5\uff0c\u4e00\u4e2a\u540d\u4e3aPipe\u7684\u8fd0\u884c\u65f6\u9879\u76ee\u5728Hacker News\u4e0a\u6084\u7136\u4eae\u76f8\uff0c\u5176\u6838\u5fc3\u7406\u5ff5\u4ee4\u4eba\u8033\u76ee\u4e00\u65b0\uff1a\u5c06AI\u64cd\u4f5c\u4f5c\u4e3a\u8bed\u8a00\u7684\u539f\u8bed\uff08primitives\uff09\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u8c03\u7528\u590d\u6742\u7684API\u6216\u5e93\uff0c\u800c\u662f\u50cf\u4f7f\u7528\u52a0\u51cf\u4e58\u9664\u4e00\u6837\uff0c\u76f4\u63a5\u4f7f\u7528AI\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u80fd\u529b\u3002\u8fd9\u4e00\u8bbe\u8ba1\u6709\u671b\u5927\u5e45\u964d\u4f4eAI\u5e94\u7528\u7684\u95e8\u69db\uff0c\u5e76\u91cd\u5851\u7f16\u7a0b\u8bed\u8a00\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u878d\u5408\u65b9\u5f0f\u3002<\/p>\n

## \u4ec0\u4e48\u662fPipe\uff1f\u2014\u2014AI\u539f\u8bed\u8fd0\u884c\u65f6\u7684\u8bbe\u8ba1\u7406\u5ff5<\/p>\n

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