{"id":8171,"date":"2024-11-05T02:27:55","date_gmt":"2024-11-04T18:27:55","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=8171"},"modified":"2025-08-25T01:25:49","modified_gmt":"2025-08-24T17:25:49","slug":"pdf-extract-api","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/pdf-extract-api\/","title":{"rendered":"\u6587\u672c\u63d0\u53d6API\uff08text-extract-api\uff09\uff1a\u89c6\u89c9\u63d0\u53d6\u6587\u672c\u4fe1\u606f\uff0c\u533f\u540d\u5316\u7684PDF\u63d0\u53d6\u5de5\u5177"},"content":{"rendered":"<p>\u6587\u672c\u63d0\u53d6API\uff08text-extract-api\uff09\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u65e8\u5728\u4ece\u5404\u79cd\u6587\u6863\u683c\u5f0f\uff08\u5982PDF\u3001Word\u3001PPTX\u7b49\uff09\u4e2d\u63d0\u53d6\u548c\u89e3\u6790\u5185\u5bb9\u3002\u8be5API\u5229\u7528\u6700\u5148\u8fdb\u7684\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u6280\u672f\u548cOllama\u652f\u6301\u7684\u6a21\u578b\uff0c\u80fd\u591f\u5c06\u4efb\u4f55\u6587\u6863\u6216\u56fe\u7247\u8f6c\u6362\u4e3a\u7ed3\u6784\u5316\u7684JSON\u6216Markdown\u683c\u5f0f\u3002\u5176\u4e3b\u8981\u7279\u70b9\u5305\u62ec\u9ad8\u7cbe\u5ea6\u7684\u6587\u672c\u63d0\u53d6\u3001\u53bb\u9664\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff08PII\uff09\u3001\u652f\u6301\u591a\u79cd\u5b58\u50a8\u7b56\u7565\u4ee5\u53ca\u5206\u5e03\u5f0f\u4efb\u52a1\u5904\u7406\u3002\u6587\u672c\u63d0\u53d6API\u901a\u8fc7FastAPI\u6784\u5efa\uff0c\u5e76\u4f7f\u7528Celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406\uff0cRedis\u7528\u4e8e\u7f13\u5b58OCR\u7ed3\u679c\uff0c\u786e\u4fdd\u9ad8\u6548\u548c\u53ef\u9760\u7684\u6587\u6863\u5904\u7406\u4f53\u9a8c\u3002<\/p>\n<p><del>pdf-extract-api\u662f\u4e00\u4e2a\u6587\u6863\u63d0\u53d6\u548c\u89e3\u6790API\uff0c\u4f7f\u7528\u6700\u5148\u8fdb\u7684OCR\u6280\u672f\u548cOllama\u652f\u6301\u7684\u6a21\u578b\uff0c\u652f\u6301\u6587\u6863\u533f\u540d\u5316\u5904\u7406\u3002\u5b83\u53ef\u4ee5\u5c06\u4efb\u4f55\u6587\u6863\u6216\u56fe\u7247\u8f6c\u6362\u4e3a\u7ed3\u6784\u5316\u7684JSON\u6216Markdown\uff0c\u652f\u6301\u9ad8\u7cbe\u5ea6\u7684\u8868\u683c\u6570\u636e\u3001\u6570\u5b57\u548c\u6570\u5b66\u516c\u5f0f\u7684\u63d0\u53d6\u3002\u8be5API\u57fa\u4e8eFastAPI\u6784\u5efa\uff0c\u4f7f\u7528Celery\u8fdb\u884c\u5f02\u6b65\u4efb\u52a1\u5904\u7406\uff0c\u5e76\u5229\u7528Redis\u7f13\u5b58OCR\u7ed3\u679c\uff0c\u786e\u4fdd\u9ad8\u6548\u548c\u53ef\u9760\u7684\u6587\u6863\u5904\u7406\u3002<\/del><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18024\" title=\"\u6587\u672c\u63d0\u53d6API\uff08text-extract-api\uff09\uff1a\u89c6\u89c9\u63d0\u53d6\u6587\u672c\u4fe1\u606f\uff0c\u533f\u540d\u5316\u7684PDF\u63d0\u53d6\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/918da56d157b545.png\" alt=\"\u6587\u672c\u63d0\u53d6API\uff08text-extract-api\uff09\uff1a\u89c6\u89c9\u63d0\u53d6\u6587\u672c\u4fe1\u606f\uff0c\u533f\u540d\u5316\u7684PDF\u63d0\u53d6\u5de5\u5177-1\" width=\"885\" height=\"661\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/918da56d157b545.png 885w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/918da56d157b545-300x224.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/918da56d157b545-768x574.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/918da56d157b545-16x12.png 16w\" sizes=\"auto, (max-width: 885px) 100vw, 885px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-8172\" title=\"pdf-extract-api\uff1aPDF\u6587\u6863\u6216\u56fe\u7247\u8f6c\u6362JSON\/Markdown\uff0c\u81ea\u52a8\u62b9\u53bb\u4e2a\u4eba\u4fe1\u606f-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06.jpg\" alt=\"pdf-extract-api\uff1aPDF\u6587\u6863\u6216\u56fe\u7247\u8f6c\u6362JSON\/Markdown\uff0c\u81ea\u52a8\u62b9\u53bb\u4e2a\u4eba\u4fe1\u606f-1\" width=\"764\" height=\"478\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06.jpg 2764w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06-300x188.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06-1024x641.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06-768x481.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06-1536x961.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/0fa48d92f5f3c06-2048x1282.jpg 2048w\" sizes=\"auto, (max-width: 764px) 100vw, 764px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u9ad8\u7cbe\u5ea6OCR\uff1a\u4f7f\u7528PyTorch\u3001Marker\u3001Llama3.2-vision\u7b49\u591a\u79cdOCR\u7b56\u7565\uff0c\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u6587\u672c\u63d0\u53d6\u3002<\/li>\n<li>\u6587\u6863\u8f6c\u6362\uff1a\u652f\u6301\u5c06PDF\u3001Word\u3001PPTX\u7b49\u6587\u6863\u8f6c\u6362\u4e3aMarkdown\u6216JSON\u683c\u5f0f\u3002<\/li>\n<li>\u53bb\u9664PII\uff1a\u81ea\u52a8\u8bc6\u522b\u5e76\u53bb\u9664\u6587\u6863\u4e2d\u7684\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\u3002<\/li>\n<li>\u5206\u5e03\u5f0f\u5904\u7406\uff1a\u4f7f\u7528Celery\u8fdb\u884c\u5206\u5e03\u5f0f\u4efb\u52a1\u5904\u7406\uff0c\u63d0\u9ad8\u5904\u7406\u6548\u7387\u3002<\/li>\n<li>\u7f13\u5b58\u673a\u5236\uff1a\u4f7f\u7528Redis\u7f13\u5b58OCR\u7ed3\u679c\uff0c\u51cf\u5c11\u91cd\u590d\u5904\u7406\u65f6\u95f4\u3002<\/li>\n<li>\u591a\u5b58\u50a8\u7b56\u7565\uff1a\u652f\u6301\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u3001Google Drive\u7b49\u591a\u79cd\u5b58\u50a8\u65b9\u5f0f\u3002<\/li>\n<li>CLI\u5de5\u5177\uff1a\u63d0\u4f9b\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u65b9\u4fbf\u7528\u6237\u53d1\u9001\u4efb\u52a1\u548c\u5904\u7406\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u4e0b\u8f7d\u5e76\u5b89\u88c5Ollama\u3002<\/li>\n<li>\u4e0b\u8f7d\u5e76\u5b89\u88c5Docker\u3002<\/li>\n<li>\u514b\u9686text-extract-api\u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/CatchTheTornado\/text-extract-api.git\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\u5e76\u542f\u52a8Docker\u5bb9\u5668\uff1a<\/li>\n<\/ol>\n<pre><code>   cd text-extract-api\r\ndocker-compose up\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<h4>\u6587\u6863\u8f6c\u6362<\/h4>\n<ol>\n<li>\u5c06\u5f85\u8f6c\u6362\u7684\u6587\u6863\u4e0a\u4f20\u5230\u6307\u5b9a\u76ee\u5f55\u3002<\/li>\n<li>\u4f7f\u7528CLI\u5de5\u5177\u53d1\u9001\u8f6c\u6362\u4efb\u52a1\uff1a<\/li>\n<\/ol>\n<pre><code>   python client\/cli.py ocr_upload --file examples\/example.pdf --prompt_file examples\/example-to-json-prompt.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u8f6c\u6362\u7ed3\u679c\u5c06\u4ee5JSON\u6216Markdown\u683c\u5f0f\u4fdd\u5b58\u5728\u6307\u5b9a\u76ee\u5f55\u3002<\/li>\n<\/ol>\n<h4>\u53bb\u9664PII<\/h4>\n<ol>\n<li>\u4e0a\u4f20\u5305\u542bPII\u7684\u6587\u6863\u3002<\/li>\n<li>\u4f7f\u7528CLI\u5de5\u5177\u53d1\u9001\u53bb\u9664PII\u4efb\u52a1\uff1a<\/li>\n<\/ol>\n<pre><code>   python client\/cli.py ocr_upload --file examples\/example-pii.pdf --prompt_file examples\/example-remove-pii.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5904\u7406\u540e\u7684\u6587\u6863\u5c06\u53bb\u9664\u6240\u6709\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u9ad8\u7cbe\u5ea6OCR<\/strong>\uff1a\u901a\u8fc7\u914d\u7f6e\u4e0d\u540c\u7684OCR\u7b56\u7565\uff08\u5982Marker\u3001Llama3.2-vision\u7b49\uff09\uff0c\u5b9e\u73b0\u5bf9\u5404\u79cd\u6587\u6863\u7684\u9ad8\u7cbe\u5ea6\u6587\u672c\u63d0\u53d6\u3002\u7528\u6237\u53ef\u4ee5\u6839\u636e\u6587\u6863\u7c7b\u578b\u9009\u62e9\u6700\u9002\u5408\u7684OCR\u7b56\u7565\u3002<\/li>\n<li><strong>\u6587\u6863\u8f6c\u6362<\/strong>\uff1a\u652f\u6301\u5c06PDF\u3001Word\u3001PPTX\u7b49\u591a\u79cd\u683c\u5f0f\u7684\u6587\u6863\u8f6c\u6362\u4e3aMarkdown\u6216JSON\u683c\u5f0f\uff0c\u65b9\u4fbf\u540e\u7eed\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002<\/li>\n<li><strong>\u53bb\u9664PII<\/strong>\uff1a\u81ea\u52a8\u8bc6\u522b\u5e76\u53bb\u9664\u6587\u6863\u4e2d\u7684\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff0c\u786e\u4fdd\u6570\u636e\u9690\u79c1\u548c\u5b89\u5168\u3002<\/li>\n<li><strong>\u5206\u5e03\u5f0f\u5904\u7406<\/strong>\uff1a\u4f7f\u7528Celery\u8fdb\u884c\u5206\u5e03\u5f0f\u4efb\u52a1\u5904\u7406\uff0c\u652f\u6301\u5927\u89c4\u6a21\u6587\u6863\u5904\u7406\u4efb\u52a1\uff0c\u63d0\u9ad8\u5904\u7406\u6548\u7387\u3002<\/li>\n<li><strong>\u7f13\u5b58\u673a\u5236<\/strong>\uff1a\u4f7f\u7528Redis\u7f13\u5b58OCR\u7ed3\u679c\uff0c\u51cf\u5c11\u91cd\u590d\u5904\u7406\u65f6\u95f4\uff0c\u63d0\u9ad8\u7cfb\u7edf\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n<li><strong>\u591a\u5b58\u50a8\u7b56\u7565<\/strong>\uff1a\u652f\u6301\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u3001Google Drive\u7b49\u591a\u79cd\u5b58\u50a8\u65b9\u5f0f\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5b58\u50a8\u7b56\u7565\u3002<\/li>\n<li><strong>CLI\u5de5\u5177<\/strong>\uff1a\u63d0\u4f9b\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u547d\u4ee4\u53d1\u9001\u4efb\u52a1\u548c\u5904\u7406\u7ed3\u679c\uff0c\u65b9\u4fbf\u5feb\u6377\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u672c\u63d0\u53d6API\uff08text-extract-api\uff09\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u65e8\u5728\u4ece\u5404\u79cd\u6587\u6863\u683c\u5f0f\uff08\u5982PDF\u3001Word\u3001PPTX\u7b49\uff09\u4e2d\u63d0\u53d6\u548c\u89e3\u6790\u5185\u5bb9\u3002\u8be5API\u5229\u7528\u6700\u5148\u8fdb\u7684\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u6280\u672f\u548cOllama\u652f\u6301\u7684\u6a21\u578b\uff0c\u80fd\u591f\u5c06\u4efb\u4f55\u6587\u6863\u6216\u56fe\u7247\u8f6c\u6362\u4e3a\u7ed3\u6784&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,499],"tags":[230,248,252],"class_list":["post-8171","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-document-extraction","tag-aikaiyuanxiangmu","tag-ocr","tag-markdown"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/8171","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=8171"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/8171\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=8171"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=8171"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=8171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}