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让AI专门记忆.

当前时间： 2026-04-17 14:24:18 分类：办公文件 评论(0)
让AI专门记忆.

让AI专门记忆。

浙大UI-Copilot：主Agent专心执行，旁边放个轻量Copilot专门做记忆检索和数学计算。认知过载的问题，换个信息流结构就解了。7B模型在AndroidWorld上比原版Qwen高17.1%。

https://huggingface.co/papers/2604.13822

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山东,13分钟前,
基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-04-18 08:01:28 HTTP/1.1 GET : https://www.yeyulingfeng.com/a/540114.html
  2. 运行时间 : 0.207240s [ 吞吐率：4.83req/s ] 内存消耗：4,702.74kb 文件加载：145
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=1841508f818e004f15cd519178a8e610
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  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.001105s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001718s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000697s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000607s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001290s ]
  6. SELECT * FROM `set` [ RunTime:0.000651s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001359s ]
  8. SELECT * FROM `article` WHERE `id` = 540114 LIMIT 1 [ RunTime:0.001010s ]
  9. UPDATE `article` SET `lasttime` = 1776470489 WHERE `id` = 540114 [ RunTime:0.017727s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000606s ]
  11. SELECT * FROM `article` WHERE `id` < 540114 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001185s ]
  12. SELECT * FROM `article` WHERE `id` > 540114 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001043s ]
  13. SELECT * FROM `article` WHERE `id` < 540114 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.011054s ]
  14. SELECT * FROM `article` WHERE `id` < 540114 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002117s ]
  15. SELECT * FROM `article` WHERE `id` < 540114 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002504s ]
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