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夜雨聆风 > > 办公文件 > 超强OCR识别,速度快(支持图片,PDF数学公式以及化学符号)MinerU-0.13.1

超强OCR识别,速度快(支持图片,PDF数学公式以及化学符号)MinerU-0.13.1

当前时间： 1970-01-01 08:00:00 分类：办公文件 评论(0)
超强OCR识别,速度快(支持图片,PDF数学公式以及化学符号)MinerU-0.13.1

MinerU：OCR 领域的扛把子

先说说 MinerU 这个项目在 OCR 圈子的地位

MinerU 由上海人工智能实验室的 OpenDataLab 团队开发，最初诞生于 InternLM 大模型的预训练数据处理过程中

做过 RAG 的朋友应该都知道，文档解析是 RAG 流水线上最关键的一环——你的知识库质量上限，就取决于你的文档解析能力

而 MinerU 几乎是开源文档解析工具的事实标准：

  • 全格式覆盖：支持 PDF、图片、DOCX 输入，输出 Markdown 和 JSON
  • 109 种语言的 OCR 支持
  • 全平台兼容：Windows、Linux、Mac，CPU/GPU/NPU/MPS 都能跑
基本 文件 流程 错误 SQL 调试
  1. 请求信息 : 2026-04-20 04:39:52 HTTP/1.1 GET : https://www.yeyulingfeng.com/a/544582.html
  2. 运行时间 : 0.108377s [ 吞吐率：9.23req/s ] 内存消耗：4,652.30kb 文件加载：145
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=75c9e6cf39a04203ff1de0e8dba6fd8a
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  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.80 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000604s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000828s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000352s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000269s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000465s ]
  6. SELECT * FROM `set` [ RunTime:0.000190s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000496s ]
  8. SELECT * FROM `article` WHERE `id` = 544582 LIMIT 1 [ RunTime:0.003890s ]
  9. UPDATE `article` SET `lasttime` = 1776631192 WHERE `id` = 544582 [ RunTime:0.008477s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000320s ]
  11. SELECT * FROM `article` WHERE `id` < 544582 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.003480s ]
  12. SELECT * FROM `article` WHERE `id` > 544582 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000619s ]
  13. SELECT * FROM `article` WHERE `id` < 544582 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001555s ]
  14. SELECT * FROM `article` WHERE `id` < 544582 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000694s ]
  15. SELECT * FROM `article` WHERE `id` < 544582 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000624s ]
0.110143s