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夜雨聆风 > > 办公文件 > AI系统七层关系一图看懂

AI系统七层关系一图看懂

当前时间： 2026-06-02 03:00:43 分类：办公文件 评论(0)
AI系统七层关系一图看懂

AI系统七层关系一图看懂

从Token到Skills，拆开AI系统的执行链路，看懂提示词、上下文、Agent、MCP如何协同工作。

#AI工具 #AI学习 #人工智能 #提示词 #Agent #MCP #知识图谱 #科技科普

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      广东,2小时前,
      基本 文件 流程 错误 SQL 调试
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      3. 缓存信息 : 0 reads,0 writes
      4. 会话信息 : SESSION_ID=078e4051c0a572eaa7134682b503e6fa
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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:0.000754s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
      2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000928s ]
      3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000354s ]
      4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000317s ]
      5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000598s ]
      6. SELECT * FROM `set` [ RunTime:0.000236s ]
      7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000755s ]
      8. SELECT * FROM `article` WHERE `id` = 696762 LIMIT 1 [ RunTime:0.000490s ]
      9. UPDATE `article` SET `lasttime` = 1780344211 WHERE `id` = 696762 [ RunTime:0.004077s ]
      10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000257s ]
      11. SELECT * FROM `article` WHERE `id` < 696762 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000547s ]
      12. SELECT * FROM `article` WHERE `id` > 696762 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000375s ]
      13. SELECT * FROM `article` WHERE `id` < 696762 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000706s ]
      14. SELECT * FROM `article` WHERE `id` < 696762 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.003081s ]
      15. SELECT * FROM `article` WHERE `id` < 696762 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.010114s ]
      0.110506s