{"id":8761,"date":"2026-06-03T19:44:03","date_gmt":"2026-06-03T11:44:03","guid":{"rendered":"https:\/\/infernews.com\/blog\/turn-any-pdf-or-image-document-into-structured-data-for-your-ai-a-powerful-light\/"},"modified":"2026-06-03T19:45:17","modified_gmt":"2026-06-03T11:45:17","slug":"paddleocr","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/paddleocr\/","title":{"rendered":"PaddleOCR \u628a\u5716\u7247\u548c PDF \u8b8a\u6210 LLM \u5403\u5f97\u5230\u7684\u7d50\u69cb\u5316\u8cc7\u6599"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/pasted-590f9d3a0be0.jpg\" alt=\"Star-history\"><\/figure>\n<p>\u8655\u7406 PDF \u548c\u5716\u7247\u4e00\u76f4\u662f\u4f01\u696d\u5c0e\u5165 LLM \u61c9\u7528\u6642\u6700\u982d\u75db\u7684\u95dc\u5361\uff0c\u50b3\u7d71 OCR \u5de5\u5177\u53ea\u6703\u5410\u51fa\u96f6\u6563\u6587\u5b57\uff0c\u9047\u5230\u8868\u683c\u3001\u516c\u5f0f\u6216\u591a\u8a9e\u8a00\u6df7\u6392\u5c31\u983b\u983b\u51fa\u932f\u3002<strong>PaddleOCR<\/strong> \u7531\u767e\u5ea6 PaddlePaddle \u5718\u968a\u958b\u6e90\uff0c\u76ee\u6a19\u662f\u628a\u96dc\u4e82\u7684\u6383\u63cf\u6a94\u548c\u5716\u7247\u6574\u7406\u6210 LLM \u53cb\u5584\u7684 JSON \u6216 Markdown\uff0c\u5f8c\u7e8c\u7121\u8ad6\u9935\u7d66 RAG \u6aa2\u7d22\u9084\u662f Agent \u6d41\u7a0b\u90fd\u66f4\u9806\u66a2\u3002<\/p>\n<p>\u9019\u500b\u9805\u76ee\u4ee5\u5169\u500b\u6838\u5fc3\u6a21\u578b\u6490\u8d77\u6574\u5957\u80fd\u529b\u3002<strong>PaddleOCR-VL-1.6<\/strong> \u662f\u4e00\u6b3e 0.9B \u53c3\u6578\u7684\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff0c\u5c08\u6ce8\u6587\u4ef6\u89e3\u6790\uff0c\u5728 OmniDocBench v1.6 \u53d6\u5f97 96.33% \u5206\u6578\uff0c\u5c0d\u53e4\u6587\u3001\u7f55\u898b\u5b57\u3001\u5370\u7ae0\u53ca\u5716\u8868\u4e5f\u6709\u986f\u8457\u5f37\u5316\u3002<strong>PP-StructureV3<\/strong> \u5247\u88dc\u8db3\u4e86\u53e6\u4e00\u689d\u8def\u7dda\uff0c\u63d0\u4f9b\u8868\u683c\u5132\u5b58\u683c\u3001\u6587\u5b57\u7b49\u66f4\u7d30\u7c92\u5ea6\u7684\u5ea7\u6a19\u8cc7\u8a0a\uff0c\u65b9\u4fbf\u9700\u8981\u7248\u9762\u91cd\u5efa\u7684\u5834\u666f\u3002\u6700\u65b0\u7248 <strong>PP-OCRv5<\/strong> \u652f\u63f4 100 \u591a\u7a2e\u8a9e\u8a00\uff0c\u6e96\u78ba\u5ea6\u8f03\u524d\u4ee3\u63d0\u5347\u7d04 13%\uff0c\u540c\u6642\u4fdd\u6301\u8f15\u91cf\u90e8\u7f72\u7279\u6027\uff0c\u53ef\u5728 CPU\u3001GPU\u3001NPU \u7b49\u4e0d\u540c\u786c\u9ad4\u904b\u884c\u3002<\/p>\n<p>\u76ee\u524d\u7684 LLM-RAG \u958b\u6e90\u751f\u614b\u4e2d\uff0cDify\u3001RAGFlow\u3001Cherry Studio \u7b49\u77e5\u540d\u9805\u76ee\u90fd\u63a1\u7528 PaddleOCR \u4f5c\u70ba\u6587\u4ef6\u89e3\u6790\u5c64\uff0c\u793e\u7fa4\u4e5f\u7d2f\u7a4d\u8d85\u904e 6,000 \u500b\u4f9d\u8cf4\u5b83\u7684\u4e0b\u6e38\u9805\u76ee\u3002\u5c0d\u9700\u8981\u6279\u6b21\u8655\u7406\u5408\u7d04\u3001\u7814\u7a76\u8ad6\u6587\u3001\u653f\u5e9c\u516c\u6587\u6216\u591a\u8a9e\u6587\u4ef6\u7684\u4eba\u4f86\u8aaa\uff0c\u9019\u5957\u5de5\u5177\u517c\u5177\u5546\u7528\u7d1a\u6e96\u78ba\u5ea6\u8207\u908a\u7de3\u88dd\u7f6e\u53ef\u7528\u7684\u6548\u7387\uff0c\u52d5\u624b\u524d\u53ea\u8981\u6e96\u5099\u597d Python 3.8 \u81f3 3.12 \u74b0\u5883\u5373\u53ef\u958b\u59cb\u8a66\u8dd1\u3002<\/p>\n<p><strong>\u91cd\u9ede\u6458\u8981<\/strong><\/p>\n<ul>\n<li>PaddleOCR-VL-1.6 (0.9B) \u5728 OmniDocBench v1.6 \u9054\u5230 96.33%\uff0c\u8f15\u91cf\u537b\u5177\u7af6\u722d\u529b\u3002<\/li>\n<li>PP-StructureV3 \u88dc\u8db3\u7d30\u7c92\u5ea6\u5ea7\u6a19\uff0c\u9069\u5408\u9700\u8981\u8868\u683c\u8207\u7248\u9762\u91cd\u5efa\u7684\u61c9\u7528\u3002<\/li>\n<li>PP-OCRv5 \u652f\u63f4\u903e 100 \u7a2e\u8a9e\u8a00\uff0c\u6e96\u78ba\u5ea6\u8f03\u524d\u4ee3\u63d0\u5347\u7d04 13%\uff0c\u786c\u9ad4\u9700\u6c42\u4f4e\u3002<\/li>\n<li>\u5df2\u88ab Dify\u3001RAGFlow\u3001Cherry Studio \u7b49 LLM \u61c9\u7528\u9805\u76ee\u6574\u5408\u63a1\u7528\u3002<\/li>\n<li>GitHub \u903e 7 \u842c\u9846\u661f\u30016,000 \u591a\u500b\u4f9d\u8cf4\u9805\u76ee\uff0c\u793e\u7fa4\u9a57\u8b49\u5ea6\u9ad8\u3002<\/li>\n<\/ul>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/PaddlePaddle\/PaddleOCR\" rel=\"noopener noreferrer\">https:\/\/github.com\/PaddlePaddle\/PaddleOCR<\/a><\/p>\n<p><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2606.03264\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2606.03264<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u767e\u5ea6\u958b\u6e90\u7684 PaddleOCR \u5df2\u7d2f\u7a4d\u903e 7 \u842c\u9846\u661f\uff0c1.6 \u7248\u8f15\u91cf\u6a21\u578b\u5728 OmniDocBench \u53d6\u5f97 96.33% \u5206\u6578\uff0c\u70ba RAG \u8207 Agent \u61c9\u7528\u63d0\u4f9b\u9ad8\u6548\u7387\u7684\u6587\u6a94\u89e3\u6790\u57fa\u790e\u3002<\/p>\n","protected":false},"author":8,"featured_media":8760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,76,149,189,199,202],"tags":[],"class_list":["post-8761","post","type-post","status-publish","format-standard","hentry","category-133","category-76","category-149","category-189","category-dataset-","category-202"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8761","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8761"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8761\/revisions"}],"predecessor-version":[{"id":8763,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8761\/revisions\/8763"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8760"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8761"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8761"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8761"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}