{"id":39281,"date":"2025-03-08T03:03:58","date_gmt":"2025-03-07T19:03:58","guid":{"rendered":"https:\/\/17aitech.com\/?p=39281"},"modified":"2025-03-08T03:03:58","modified_gmt":"2025-03-07T19:03:58","slug":"%e5%8d%83%e9%a1%b5%e5%8f%aa%e9%9c%807%e5%9d%97%e9%92%b1%ef%bc%8cmistral%e5%8f%91%e5%b8%83%e4%b8%96%e7%95%8c%e6%9c%80%e5%bc%ba%e6%96%87%e4%bb%b6%e6%89%ab%e6%8f%8fapi%ef%bc%8c%e5%ae%9e%e6%b5%8b%e4%bb%8d","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39281","title":{"rendered":"\u5343\u9875\u53ea\u97007\u5757\u94b1\uff0cMistral\u53d1\u5e03\u4e16\u754c\u6700\u5f3a\u6587\u4ef6\u626b\u63cfAPI\uff0c\u5b9e\u6d4b\u4ecd\u6709\u7f3a\u9677"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5343\u9875\u53ea\u97007\u5757\u94b1\uff0cMistral\u53d1\u5e03\u4e16\u754c\u6700\u5f3a\u6587\u4ef6\u626b\u63cfAPI\uff0c\u5b9e\u6d4b\u4ecd\u6709\u7f3a\u9677<\/a><\/p>\n

\u6cd5\u56fd\u5927\u6a21\u578b\u72ec\u89d2\u517d Mistral AI \u8fdb\u519b OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u9886\u57df\u4e86\u3002<\/section>\n
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\u4e00\u51fa\u624b\u5c31\u662f\u53f7\u79f0\u300c\u4e16\u754c\u4e0a\u6700\u597d\u7684 OCR \u6a21\u578b\u300d\uff01<\/section>\n
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\u65b0\u4ea7\u54c1 Mistral OCR \u662f\u4e00\u79cd\u5149\u5b66\u5b57\u7b26\u8bc6\u522b API\uff0c\u5b83\u4e3a\u6587\u6863\u7406\u89e3\u6811\u7acb\u4e86\u65b0\u6807\u51c6\u3002\u4e0e\u5176\u4ed6\u6a21\u578b\u4e0d\u540c\uff0cMistral OCR \u80fd\u591f\u4ee5\u524d\u6240\u672a\u6709\u7684\u51c6\u786e\u5ea6\u548c\u8ba4\u77e5\u80fd\u529b\u7406\u89e3\u6587\u6863\u7684\u6bcf\u4e2a\u5143\u7d20\uff08\u5a92\u4f53\u3001\u6587\u672c\u3001\u8868\u683c\u3001\u516c\u5f0f\uff09\u3002<\/strong>\u5b83\u4ee5\u56fe\u50cf\u548c PDF \u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u4ece\u6709\u5e8f\u4ea4\u9519\u7684\u6587\u672c\u548c\u56fe\u50cf\u4e2d\u63d0\u53d6\u5185\u5bb9\u3002<\/section>\n
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\u56e0\u6b64\uff0cMistral OCR \u79f0\u5f97\u4e0a\u4e00\u79cd\u7406\u60f3\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u4e0e\u4ee5\u591a\u6a21\u5f0f\u6587\u6863\uff08\u5982\u5e7b\u706f\u7247\u6216\u590d\u6742 PDF\uff09\u4f5c\u4e3a\u8f93\u5165\u7684 RAG \u7cfb\u7edf\u7ed3\u5408\u4f7f\u7528\u3002<\/section>\n
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\u4ece\u73b0\u5728\u5f00\u59cb\uff0cMistral OCR \u529f\u80fd\u53ef\u4ee5\u5728 Le Chat \u4e0a\u514d\u8d39\u8bd5\u7528\u3002Mistral AI \u5df2\u7ecf\u5c06\u5b83\u4f5c\u4e3a le Chat \u4e0a\u6570\u767e\u4e07\u7528\u6237\u7684\u9ed8\u8ba4\u6587\u6863\u7406\u89e3\u6a21\u578b\uff0c\u5e76\u4ee5 1000 \u9875 \/ \u7f8e\u5143\u7684\u4ef7\u683c\u53d1\u5e03\u4e86 API\u300cmistral-ocr-latest\u300d\u3002<\/strong>\u76ee\u524d\uff0c\u8be5 API \u5df2\u7ecf\u5728\u5f00\u53d1\u8005\u5957\u4ef6 la Plateforme \u4e0a\u63d0\u4f9b\uff0c\u5e76\u5c06\u5f88\u5feb\u63d0\u4f9b\u7ed9 Mistral AI \u7684\u4e91\u548c\u63a8\u7406\u5408\u4f5c\u4f19\u4f34\uff0c\u540c\u65f6\u53ef\u4ee5\u6709\u9009\u62e9\u5730\u672c\u5730\u90e8\u7f72\u3002<\/section>\n
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\u5bf9\u590d\u6742\u6587\u6863\u5b9e\u73b0 SOTA \u7406\u89e3<\/strong><\/section>\n
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Mistral OCR \u64c5\u957f\u7406\u89e3\u590d\u6742\u7684\u6587\u6863\u5143\u7d20\uff0c\u5305\u62ec\u4ea4\u9519\u56fe\u50cf\u3001\u6570\u5b66\u8868\u8fbe\u5f0f\u3001\u8868\u683c\u548c\u9ad8\u7ea7\u5e03\u5c40\uff08\u5982 LaTeX \u683c\u5f0f\uff09\u3002\u8be5\u6a21\u578b\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u7406\u89e3\u4e30\u5bcc\u7684\u6587\u6863\uff0c\u5c24\u5176\u662f\u5305\u542b\u56fe\u8868\u3001\u56fe\u5f62\u3001\u516c\u5f0f\u548c\u6570\u5b57\u7684\u79d1\u5b66\u8bba\u6587\u3002<\/section>\n
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\u6bd4\u5982 Alphafold 3 \u7684 OCR \u8bc6\u522b\u6548\u679c\uff0c\u4ece\u7ed9\u5b9a PDF \u4e2d\u5c06\u6587\u672c\u3001\u56fe\u50cf\u63d0\u53d6\u5230 markdown \u6587\u6863\u3002<\/section>\n
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\u4e0b\u9762\u5c06 PDF \u548c\u5bf9\u5e94\u7684 OCR \u8f93\u51fa\u7ed3\u679c\u8fdb\u884c\u4e86\u5e76\u6392\u6bd4\u8f83\u3002<\/section>\n
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\u6bd4\u5982\u6570\u5b66\u516c\u5f0f\uff1a<\/section>\n
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\u6bd4\u5982\u963f\u62c9\u4f2f\u6587\u5b57\uff1a<\/section>\n
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\u57fa\u51c6\u6d4b\u8bd5\u6210\u7ee9\u5168\u65b9\u4f4d\u7b2c\u4e00<\/strong><\/section>\n
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Mistral OCR \u5728\u4e25\u683c\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u59cb\u7ec8\u4f18\u4e8e\u5176\u4ed6\u9886\u5148\u7684 OCR \u6a21\u578b\uff0c\u5176\u5728\u6587\u6863\u5206\u6790\u7684\u591a\u4e2a\u65b9\u9762\u90fd\u8868\u73b0\u51fa\u8272\u3002Mistral AI \u4ece\u6587\u672c\u6587\u6863\u4e2d\u63d0\u53d6\u5d4c\u5165\u56fe\u50cf\u548c\u6587\u672c\uff0c\u4e0d\u8fc7\u8fdb\u884c\u6bd4\u8f83\u7684\u5176\u4ed6 LLM \u4e0d\u5177\u5907\u6b64\u529f\u80fd\u3002<\/section>\n
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\u56e0\u6b64\uff0c\u4e3a\u4e86\u516c\u5e73\u6bd4\u8f83\uff0cMistral AI \u5728\u5305\u542b\u5404\u79cd\u53d1\u8868\u8bba\u6587\u7684\u5185\u90e8\u300c\u4ec5\u6587\u672c\u300d\u6d4b\u8bd5\u96c6\u4ee5\u53ca\u7f51\u7edc PDF \u4e0a\u8fdb\u884c\u4e86\u6027\u80fd\u6d4b\u8bd5\u3002<\/section>\n
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\u652f\u6301\u539f\u751f\u591a\u8bed\u8a00<\/strong><\/section>\n
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\u81ea\u6210\u7acb\u4ee5\u6765\uff0cMistral AI \u4e00\u76f4\u6e34\u671b\u7528\u81ea\u5df1\u7684\u6a21\u578b\u670d\u52a1\u5168\u4e16\u754c\uff0c\u56e0\u6b64\u52aa\u529b\u5728\u4ea7\u54c1\u4e2d\u5b9e\u73b0\u591a\u8bed\u8a00\u529f\u80fd\u3002<\/section>\n
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Mistral OCR \u5c06\u8fd9\u4e00\u76ee\u6807\u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u6c34\u5e73\uff0c\u80fd\u591f\u89e3\u6790\u3001\u7406\u89e3\u548c\u8f6c\u5f55\u5404\u5927\u6d32\u7684\u6570\u5343\u79cd\u811a\u672c\u3001\u5b57\u4f53\u548c\u8bed\u8a00\u3002\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u6765\u81ea\u4e0d\u540c\u8bed\u8a00\u80cc\u666f\u7684\u6587\u6863\u7684\u5168\u7403\u7ec4\u7ec7\u4ee5\u53ca\u670d\u52a1\u5c0f\u4f17\u5e02\u573a\u7684\u8d85\u672c\u5730\u5316\u4f01\u4e1a\u800c\u8a00\uff0c\u8fd9\u79cd\u901a\u7528\u6027\u81f3\u5173\u91cd\u8981\u3002<\/section>\n
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\u5728\u300cFuzzy Match in Generation\u300d\uff08\u751f\u6210\u6a21\u7cca\u5339\u914d\uff09\u6307\u6807\u6bd4\u8f83\u4e2d\uff0cMistral OCR \u83b7\u5f97\u4e86\u7b2c\u4e00\u3002<\/section>\n
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\u5728\u5404\u79cd\u8bed\u8a00\u7684\u6bd4\u8f83\u4e2d\uff0cMistral OCR \u540c\u6837\u8d85\u8d8a\u4e86 Azure OCR \u548c Google Doc AI\u3002<\/section>\n
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\u540c\u7c7b\u4ea7\u54c1\u4e2d\u901f\u5ea6\u6700\u5feb<\/strong><\/section>\n
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Mistral OCR \u6bd4\u540c\u7c7b\u4ea7\u54c1\u4e2d\u7684\u5927\u591a\u6570\u90fd\u66f4\u8f7b\u91cf\uff0c\u901f\u5ea6\u4e5f\u660e\u663e\u5feb\u4e8e\u5b83\u4eec\uff0c\u5e76\u4e14\u5728\u5355\u4e2a\u8282\u70b9\u4e0a\u6bcf\u5206\u949f\u53ef\u4ee5\u5904\u7406 2000 \u591a\u9875\u3002\u8fd9\u4e00\u5feb\u901f\u5904\u7406\u6587\u6863\u7684\u80fd\u529b\u786e\u4fdd\u5373\u4f7f\u5728\u9ad8\u541e\u5410\u91cf\u73af\u5883\u4e2d\u4e5f\u80fd\u6301\u7eed\u5b66\u4e60\u548c\u6539\u8fdb\u3002<\/section>\n
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\u6587\u6863\u5373\u63d0\u793a\u3001\u7ed3\u6784\u5316\u8f93\u51fa<\/strong><\/section>\n
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Mistral OCR \u8fd8\u5f15\u5165\u4e86\u4f7f\u7528\u6587\u6863\u4f5c\u4e3a\u63d0\u793a\u7684\u529f\u80fd\uff0c\u4ece\u800c\u5b9e\u73b0\u4e86\u66f4\u5f3a\u5927\u3001\u66f4\u7cbe\u786e\u7684\u6307\u4ee4\u9075\u5faa\u3002\u6b64\u529f\u80fd\u5141\u8bb8\u7528\u6237\u4ece\u6587\u6863\u4e2d\u63d0\u53d6\u7279\u5b9a\u4fe1\u606f\u5e76\u5c06\u5176\u683c\u5f0f\u5316\u4e3a\u7ed3\u6784\u5316\u8f93\u51fa\uff0c\u4f8b\u5982 JSON\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u5c06\u63d0\u53d6\u7684\u8f93\u51fa\u94fe\u63a5\u5230\u4e0b\u6e38\u51fd\u6570\u8c03\u7528\u548c\u6784\u5efa\u667a\u80fd\u4f53\u4e2d\u3002<\/section>\n
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\u81ea\u884c\u6258\u7ba1<\/strong><\/section>\n
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\u6700\u540e\uff0c\u5bf9\u4e8e\u5177\u6709\u4e25\u683c\u6570\u636e\u9690\u79c1\u8981\u6c42\u7684\u7ec4\u7ec7\uff0cMistral OCR \u63d0\u4f9b\u4e86\u81ea\u884c\u6258\u7ba1\u9009\u9879\u3002\u8fd9\u53ef\u786e\u4fdd\u654f\u611f\u6216\u673a\u5bc6\u4fe1\u606f\u5728\u7ec4\u7ec7\u5185\u90e8\u7684\u57fa\u7840\u8bbe\u65bd\u5185\u4fdd\u6301\u5b89\u5168\uff0c\u4ece\u800c\u7b26\u5408\u76d1\u7ba1\u548c\u5b89\u5168\u6807\u51c6\u3002<\/section>\n
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\u5b9e\u6d4b\uff1aMistral OCR \u5f88\u597d\uff0c\u4f46\u4e5f\u6709\u5c40\u9650<\/strong><\/section>\n
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\u9762\u5bf9 Mistral AI \u53f7\u79f0\u7684\u300c\u5168\u7403\u6700\u597d OCR \u6a21\u578b\u300d\uff0cPulse AI \u56e2\u961f\u8fdb\u884c\u4e86\u4e00\u756a\u6d4b\u8bd5\uff0c\u7ed3\u8bba\u662f\uff1a\u786e\u5b9e\u5f88\u597d\uff0c\u4f46\u5c1a\u672a\u5b8c\u5168\u4e3a\u4f01\u4e1a\u4f7f\u7528\u505a\u597d\u51c6\u5907\u3002<\/section>\n
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Mistral OCR \u7edd\u5bf9\u8d85\u8d8a\u4e86\u4e00\u4e9b\u524d\u6cbf LLM\uff0c\u4f46\u5728\u771f\u5b9e\u5546\u4e1a\u6587\u6863\u4e2d\u51fa\u73b0\u4e86\u4e00\u4e9b\u9650\u5236\u3002<\/section>\n
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\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe\u6e90\uff1ahttps:\/\/x.com\/ritvikpandey21\/status\/1897800421357588546<\/sup><\/em><\/section>\n
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\u5bf9\u4e8e\u8d22\u52a1\u6587\u6863\uff1aMistral OCR \u96be\u4ee5\u5904\u7406\u590d\u6742\u7684\u8868\u683c\uff0c\u51fa\u73b0\u4e86 17% \u7684\u5217\u9519\u4f4d\u3001\u00b11.5% \u7684\u7cbe\u5ea6\u504f\u5dee\u4ee5\u53ca\u4e22\u5931\u4e86\u8868\u793a\u8d1f\u503c\u7684\u5173\u952e\u62ec\u53f7\u3002<\/section>\n
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\u5bf9\u4e8e\u6cd5\u5f8b\u6587\u6863\uff1a\u590d\u9009\u6846\u68c0\u6d4b\u57fa\u672c\u4e0d\u5b58\u5728\uff0c\u90e8\u5206\u5c42\u6b21\u7ed3\u6784\u4e22\u5931\uff0c\u591a\u884c\u8868\u683c\u5355\u5143\u683c\u5408\u5e76\u6216\u5207\u65ad\u3002<\/section>\n
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\u6b63\u5982 Mistral AI \u535a\u5ba2\u4e2d\u6240\u8bf4\uff0c\u4ed6\u4eec\u6b63\u5728\u6536\u96c6\u7528\u6237\u7684\u53cd\u9988\uff0c\u5e76\u5e0c\u671b\u672a\u6765\u51e0\u5468 Mistral OCR \u7ee7\u7eed\u53d8\u5f97\u66f4\u597d\u3002<\/section>\n
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\u535a\u5ba2\u5730\u5740\uff1ahttps:\/\/mistral.ai\/fr\/news\/mistral-ocr<\/section>\n
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\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/www.runpulse.com\/blog\/beyond-the-hype-real-world-tests-of-mistrals-ocr<\/sup><\/em><\/section>\n

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