{"id":3548,"date":"2026-04-07T15:00:37","date_gmt":"2026-04-07T07:00:37","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/04\/07\/%e5%85%b7%e8%ba%ab%e9%be%99%e8%99%be%ef%bc%8c%e4%b8%8a%e8%bd%a6%e7%90%86%e6%83%b3\/"},"modified":"2026-04-07T15:00:37","modified_gmt":"2026-04-07T07:00:37","slug":"%e5%85%b7%e8%ba%ab%e9%be%99%e8%99%be%ef%bc%8c%e4%b8%8a%e8%bd%a6%e7%90%86%e6%83%b3","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/04\/07\/%e5%85%b7%e8%ba%ab%e9%be%99%e8%99%be%ef%bc%8c%e4%b8%8a%e8%bd%a6%e7%90%86%e6%83%b3\/","title":{"rendered":"\u5177\u8eab\u9f99\u867e\uff0c\u4e0a\u8f66\u7406\u60f3"},"content":{"rendered":"
\"\u5177\u8eab\u9f99\u867e\uff0c\u4e0a\u8f66\u7406\u60f3\"\/<\/div><\/figure>\n
\"\u5177\u8eab\u9f99\u867e\uff0c\u4e0a\u8f66\u7406\u60f3\"\/<\/div><\/figure>\n
\"\u5177\u8eab\u9f99\u867e\uff0c\u4e0a\u8f66\u7406\u60f3\"\/<\/div><\/figure>\n
\"\u5177\u8eab\u9f99\u867e\uff0c\u4e0a\u8f66\u7406\u60f3\"\/<\/div><\/figure>\n

henry \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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StreamingClaw\u3002<\/p>\n

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\u8fd9\u610f\u5473\u7740\uff0c\u7cfb\u7edf\u5728\u9762\u5bf9\u89c6\u89c9\u8f93\u5165\u65f6\uff0c\u4e0d\u518d\u5c06\u5176\u89c6\u4e3a\u6b7b\u677f\u7684\u79bb\u7ebf\u89c6\u9891\u6587\u4ef6\uff0c\u800c\u662f\u50cf\u4eba\u7c7b\u611f\u77e5\u4e16\u754c\u4e00\u6837\uff0c\u5b9e\u65f6\u6355\u83b7\u6d41\u6570\u636e\uff08Stream\uff09\u5e76\u8fdb\u884c\u5373\u65f6\u63a8\u7406\u3002<\/p>\n

\u6bd4\u5982\uff0c\u8fd9\u53ea\u867e\u4e0d\u4ec5\u80fd\u5728\u9a7e\u9a76\u4e2d\u76ef\u7740\u4f60\uff0c\u68c0\u6d4b\u53ef\u7591\u52a8\u4f5c\uff08\u54c8\u6b20\u3001\u73a9\u624b\u673a\uff09\u5e76\u4e3b\u52a8\u9884\u8b66\u3002<\/p>\n

\u8fd8\u80fd\u5728\u4f60\u53d6\u8f66\u7684\u65f6\u5019\uff0c\u4e3b\u52a8\u8ddf\u4f60\u6253\u62db\u547c\u3002<\/p>\n

\u4e0e\u6b64\u540c\u65f6\uff0cStreamingClaw\u8fd8\u5f15\u5165\u4e86\u81ea\u4e3b\u591a\u4ee3\u7406\u8c03\u5ea6\u673a\u5236\u3002<\/p>\n

\u4f9d\u6258\u4e3b-\u4ece\u4ee3\u7406\u7684\u7d27\u5bc6\u534f\u540c\uff0c\u5b83\u4e0d\u4ec5\u80fd\u81ea\u4e3b\u5b8c\u6210\u590d\u6742\u7684\u4efb\u52a1\u89c4\u5212\u4e0e\u903b\u8f91\u51b3\u7b56\uff0c\u66f4\u6df1\u5ea6\u96c6\u6210\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u53ca\u6280\u80fd\u5e93\uff0c\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u5b9e\u73b0\u4e86\u6307\u4ee4\u9a71\u52a8\u7684\u5177\u8eab\u667a\u80fd\u3002<\/p>\n

\u5728StreamingClaw\u7684\u52a0\u6301\u4e0b\uff0c\u673a\u5668\u4eba\u4e0e\u7ec8\u7aef\u8bbe\u5907\u5b9e\u73b0\u4e86\u6781\u4f4e\u5ef6\u8fdf\u7684\u201c\u8fb9\u770b\u3001\u8fb9\u8bb0\u3001\u8fb9\u884c\u52a8\u201d\uff1a<\/p>\n

\u6bd4\u5982\uff0c\u5b83\u53ef\u4ee5\u5b9e\u65f6\u4e0a\u8bc6\u522b\u4f60\u624b\u6301\u7684\u7269\u54c1\uff0c\u5e2e\u4f60\u89e3\u9898\u3002<\/p>\n

\u4e0d\u96be\u770b\u51fa\uff0c\u5728\u8fd9\u4e9b\u590d\u6742\u573a\u666f\u4e2d\uff0cStreamingClaw\u7684\u6838\u5fc3\u786c\u5b9e\u529b\u5728\u4e8e\u5b9e\u65f6\u63a8\u7406\u4e0e\u77ac\u65f6\u54cd\u5e94\u3002<\/p>\n

\u800c\u652f\u6491\u8fd9\u53ea\u201c\u7406\u60f3\u9f99\u867e\u201d\u5728\u7269\u7406\u4e16\u754c\u7075\u6d3b\u884c\u52a8\u7684\uff0c\u6b63\u662f\u4e00\u6574\u5957\u56f4\u7ed5\u201c\u6d41\u5f0f\u67b6\u6784\u201d\u5c55\u5f00\u7684\u7cfb\u7edf\u8bbe\u8ba1\u3002<\/p>\n

\u4e0d\u540c\u4e8e\u5927\u6a21\u578b\u7b49\u5bf9\u5ef6\u8fdf\uff08\u76f8\u5bf9\uff09\u4e0d\u654f\u611f\u7684\u573a\u666f\uff0c\u5728\u5177\u8eab\u667a\u80fd\u3001AI\u786c\u4ef6\u53ca\u667a\u80fd\u5ea7\u8231\u7b49\u9886\u57df\uff0c\u7cfb\u7edf\u5f80\u5f80\u9700\u8981\u5728\u6beb\u79d2\u7ea7\u5b8c\u6210\u611f\u77e5\u2014\u51b3\u7b56\u2014\u6267\u884c\u7684\u95ed\u73af\uff1a<\/p>\n

\u7136\u800c\uff0c\u73b0\u6709\u7684\u89c6\u9891Agent\u5728\u5904\u7406\u5b9e\u65f6\u611f\u77e5\uff08\u6d41\u5f0f\u611f\u77e5\uff09\u65f6\u5f80\u5f80\u9762\u4e34\u7740\u5ef6\u8fdf\u8f83\u9ad8\u7684\u95ee\u9898\u3002<\/p>\n

\u4e4b\u6240\u4ee5\u8fd9\u6837\u662f\u56e0\u4e3a\uff0c\u4f20\u7edf\u65b9\u6cd5\u901a\u5e38\u5c06\u89c6\u9891\u89c6\u4e3a\u5b8c\u6574\u6587\u4ef6\u5904\u7406\u3002\u957f\u89c6\u9891\u7684\u8ba1\u7b97\u91cf\u5448\u6307\u6570\u7ea7\u7206\u70b8\uff0c\u96be\u4ee5\u5b9e\u65f6\u54cd\u5e94\uff1b<\/p>\n

\u540c\u65f6\uff0c\u6a21\u578b\u96be\u4ee5\u6301\u7eed\u8ffd\u8e2a\u957f\u65f6\u7a0b\u4fe1\u606f\uff0c\u5bfc\u81f4\u51b3\u7b56\u8349\u7387\u3001\u9891\u7e41\u9057\u5fd8\uff0c\u751a\u81f3\u76f4\u63a5\u4efb\u52a1\u5931\u8d25\u3002<\/p>\n

\u9488\u5bf9\u8fd9\u4e9b\u95ee\u9898\uff0c\u4ee5\u5f80\u7684\u7814\u7a76\u5c1d\u8bd5\u901a\u8fc7\u89c6\u89c9\u538b\u7f29\u6216Token\u7cbe\u7b80\u6765\u7f13\u89e3\u8d1f\u8f7d\uff0c\u4f46\u540c\u65f6\u4e5f\u5bfc\u81f4\u4e86\u7ec6\u8282\u4e22\u5931\uff0c\u65e0\u6cd5\u51c6\u786e\u5b9a\u4f4d\u7b49\u95ee\u9898\u3002<\/p>\n

\u66f4\u81f4\u547d\u7684\u662f\uff0c\u4f20\u7edf\u6a21\u578b\u5927\u591a\u662f\u88ab\u52a8\u89e6\u53d1\uff1a\u4f60\u4e0d\u95ee\uff0c\u5b83\u4e0d\u52a8\uff0c\u7f3a\u4e4f\u5bf9\u73af\u5883\u98ce\u9669\u7684\u4e3b\u52a8\u611f\u77e5\u3002<\/p>\n

StreamingClaw\u901a\u8fc7\u201c\u589e\u91cf\u8ba1\u7b97\u201d\u6539\u5199\u4e86\u8fd9\u4e00\u903b\u8f91\u3002<\/p>\n

\u5b83\u4e0d\u518d\u673a\u68b0\u5730\u91cd\u590d\u5904\u7406\u5386\u53f2\u753b\u9762\uff0c\u800c\u662f\u5c06\u73af\u5883\u7684\u7ec6\u5fae\u53d8\u5316\u89c6\u4e3a\u589e\u91cf\u4fe1\u53f7\u8fdb\u884c\u63a8\u7406\u66f4\u65b0\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740\uff0c\u5b83\u4e0d\u4ec5\u80fd\u201c\u770b\u201d\u5f97\u66f4\u51c6\u3001\u8bb0\u201d\u5f97\u66f4\u4e45\uff0c\u8fd8\u80fd\u5728\u601d\u8003\u8fc7\u7a0b\u4e2d\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\uff0c\u5b9e\u73b0\u4ece\u611f\u77e5\u5230\u7269\u7406\u5e72\u9884\u7684\u771f\u6b63\u95ed\u73af\u3002<\/p>\n

\u8fd9\u5c31\u662f\u6240\u8c13\u7684\u6d41\u5f0f\u63a8\u7406\uff0c\u4e0e\u5904\u7406\u73b0\u6210\u6587\u4ef6\u7684\u201c\u79bb\u7ebf\u6a21\u5f0f\u201d\u4e0d\u540c\uff0c\u5176\u8981\u6c42AI\u5fc5\u987b\u50cf\u89c2\u770b\u76f4\u64ad\u4e00\u6837\uff0c\u5728\u6570\u636e\u4e0d\u65ad\u6d8c\u5165\u7684\u540c\u65f6\u5373\u65f6\u5206\u6790\uff0c\u4e0d\u5141\u8bb8\u4efb\u4f55\u4e25\u91cd\u6ede\u540e\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5177\u4f53\u6765\u770bStreamingClaw\u662f\u600e\u4e48\u505a\u5230\u7684\u3002<\/p>\n

\u603b\u4f53\u6765\u770b\uff0cStreamingClaw\u662f\u4e00\u4e2a\u9ad8\u5ea6\u534f\u540c\u7684\u591a\u4ee3\u7406\uff08Multi-agent\uff09\u67b6\u6784\u3002\u5b83\u901a\u8fc7\u4e00\u5957\u6807\u51c6\u5316\u7684\u6d41\u6c34\u7ebf\uff0c\u6253\u7834\u4e86\u4e0d\u540c\u786c\u4ef6\u4e4b\u95f4\u7684\u58c1\u5792\uff1a<\/p>\n

\u9996\u5148\uff0c\u65e0\u8bba\u662f\u667a\u80fd\u773c\u955c\u3001\u81ea\u52a8\u9a7e\u9a76\u82af\u7247\u8fd8\u662f\u5177\u8eab\u673a\u5668\u4eba\uff0c\u6240\u6709\u591a\u6a21\u6001\u6d41\u5f0f\u8f93\u5165\u90fd\u4f1a\u901a\u8fc7\u65f6\u95f4\u6233\u5bf9\u9f50\u4e0e\u5171\u4eab\u6d41\u5f0f\u7f13\u5b58*\u8fdb\u884c\u6807\u51c6\u5316\u5904\u7406\uff0c\u786e\u4fddAI\u62e5\u6709\u7edf\u4e00\u7684\u201c\u65f6\u95f4\u5c3a\u5ea6\u201d\u3002<\/p>\n

\u5176\u6b21\uff0c\u6838\u5fc3\u5927\u8111StreamingReasoning\uff08\u4e3b\u4ee3\u7406\uff09\u8d1f\u8d23\u5b9e\u65f6\u611f\u77e5\u4e0e\u89c4\u5212\uff1bStreamingMemory\u4e0eStreamingProactivity\uff08\u4ece\u4ee3\u7406\uff09\u5219\u5206\u522b\u63d0\u4f9b\u957f\u6548\u8bb0\u5fc6\u652f\u6491\u4e0e\u4e3b\u52a8\u4ea4\u4e92\u51b3\u7b56\u3002<\/p>\n

\u6700\u540e\uff0c\u4ee3\u7406\u751f\u6210\u7684\u51b3\u7b56\u6307\u4ee4\u4f1a\u76f4\u63a5\u9a71\u52a8\u5de5\u5177\u7bb1\u4e0e\u6280\u80fd\u5e93\u3002<\/p>\n

\u4ece\u7b80\u5355\u7684\u89c6\u9891\u526a\u5207\u5230\u590d\u6742\u7684\u5177\u8eab\u52a8\u4f5c\u5e8f\u5217\uff0c\u6267\u884c\u7ed3\u679c\u4f1a\u5373\u65f6\u53cd\u9988\u81f3\u4ee3\u7406\uff0c\u5f62\u6210\u4e00\u5957\u5b8c\u6574\u7684\u201c\u611f\u77e5\u2014\u51b3\u7b56\u2014\u6267\u884c\u201d\u95ed\u73af\u3002<\/p>\n

\u8fd9\u79cd\u67b6\u6784\u8ba9StreamingClaw\u4e0d\u4ec5\u80fd\u542c\u61c2\u6307\u4ee4\uff0c\u66f4\u80fd\u901a\u8fc7\u81ea\u4e3b\u89c4\u5212\u4e0e\u5de5\u5177\u8c03\u7528\uff0c\u771f\u6b63\u6df1\u5165\u73b0\u5b9e\u573a\u666f\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n

\u6d41\u5f0f\u63a8\u7406\uff08StreamingReasoning\uff09\u4e3b\u8981\u9488\u5bf9\u5177\u6709\u8fde\u7eed\u8f93\u5165\u8f93\u51fa\u7684\u6d41\u89c6\u9891\u7406\u89e3\u573a\u666f\u3002<\/p>\n

\u5176\u6838\u5fc3\u76ee\u6807\u662f\u5728\u6781\u4f4e\u5ef6\u8fdf\u7684\u7ea6\u675f\u4e0b\uff0c\u5b9e\u73b0\u5bf9\u73b0\u5b9e\u4e16\u754c\u7684\u5b9e\u65f6\u611f\u77e5\u3001\u7406\u89e3\u4e0e\u63a8\u7406\u3002<\/p>\n

\u5728\u5b9e\u65f6\u6d41\u5f0f\u63a8\u7406\u65b9\u9762\uff0c\u7cfb\u7edf\u4f1a\u5c06\u8f93\u5165\u7684\u89c6\u9891\u6d41\u62c6\u5206\u4e3a\u7ec6\u7c92\u5ea6\u7247\u6bb5\uff0c\u5e76\u901a\u8fc7\u52a8\u6001\u6ed1\u52a8\u7a97\u53e3\u4e25\u683c\u63a7\u5236\u4e0a\u4e0b\u6587\u8303\u56f4\uff0c\u4ece\u6e90\u5934\u4e0a\u907f\u514d\u65e0\u6548\u4fe1\u606f\u7684\u5806\u79ef\u3002<\/p>\n

\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u7ed3\u5408\u7ecf\u8fc7\u526a\u679d\u4f18\u5316\u7684\u6d41\u5f0fKV-Cache\u673a\u5236\uff0cStreamingReasoning\u53ef\u4ee5\u6301\u7eed\u8fdb\u884c\u9ad8\u6548\u7684\u589e\u91cf\u89e3\u7801\uff0c\u4f7f\u6574\u4f53\u63a8\u7406\u8fc7\u7a0b\u59cb\u7ec8\u7d27\u8d34\u89c6\u9891\u6d41\u8282\u594f\u8fd0\u884c\uff0c\u800c\u4e0d\u4f1a\u51fa\u73b0\u5ef6\u8fdf\u5806\u79ef\u3002<\/p>\n

\u5728\u6b64\u4e4b\u4e0a\uff0c\u7cfb\u7edf\u5f15\u5165\u4e86\u81ea\u89c4\u5212\u8c03\u5ea6\u80fd\u529b\uff0c\u5145\u5f53\u6574\u4e2a\u6d41\u7a0b\u7684\u201c\u603b\u6307\u6325\u201d\u3002<\/p>\n

\u5b83\u80fd\u591f\u52a8\u6001\u89e3\u6790\u7528\u6237\u6307\u4ee4\uff0c\u5e76\u81ea\u4e3b\u89c4\u5212\u4efb\u52a1\u8def\u5f84\u3002\u5728\u9762\u5bf9\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u7cfb\u7edf\u4f1a\u6839\u636e\u9700\u8981\u9009\u62e9\u8c03\u7528\u5c42\u7ea7\u5316\u8bb0\u5fc6\u8fdb\u884c\u68c0\u7d22\uff0c\u6216\u8f6c\u800c\u89e6\u53d1\u4e3b\u52a8\u4ea4\u4e92\u51b3\u7b56\uff1b<\/p>\n

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StreamingMemory\u5b58\u50a8\u771f\u6b63\u7684\u591a\u6a21\u6001\u5411\u91cf\uff0c\u901a\u8fc7\u5c42\u7ea7\u8bb0\u5fc6\u6f14\u5316\uff08HME\uff09\u673a\u5236\uff0c\u4ee5\u5e94\u5bf9\u590d\u6742\u7684\u6d41\u89c6\u9891\u7406\u89e3\u4efb\u52a1\u3002<\/p>\n

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\u53c2\u8003\u94fe\u63a5<\/p>\n

[1]https:\/\/jackyu6.github.io\/StreamingClaw-Page\/<\/p>\n

[2]https:\/\/arxiv.org\/pdf\/2603.22120<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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henry \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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StreamingClaw\u3002<\/p>\n

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