{"id":315,"date":"2025-10-10T16:16:10","date_gmt":"2025-10-10T07:16:10","guid":{"rendered":"https:\/\/connectedbase-blog.jp\/?p=315"},"modified":"2025-10-26T16:18:40","modified_gmt":"2025-10-26T07:18:40","slug":"ai-ocr%e3%81%a8llm%e3%81%ae%e9%81%95%e3%81%84%e3%80%81%e5%ae%9f%e9%9a%9b%e3%81%ab%e4%bd%bf%e3%81%a3%e3%81%a6%e3%82%8f%e3%81%8b%e3%81%a3%e3%81%9f%e6%b1%ba%e5%ae%9a%e7%9a%84%e5%b7%ae","status":"publish","type":"post","link":"https:\/\/connectedbase-blog.jp\/?p=315","title":{"rendered":"AI-OCR\u3068LLM\u306e\u9055\u3044\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u308f\u304b\u3063\u305f\u201c\u6c7a\u5b9a\u7684\u5dee\u201d"},"content":{"rendered":"\n<p><strong>\u7d50\u8ad6\u304b\u3089\uff1a<\/strong><br>AI-OCR\u306f\u300c\u8aad\u307f\u53d6\u308b\uff08\u6587\u5b57\u8d77\u3053\u3057\uff0b\u30d5\u30a3\u30fc\u30eb\u30c9\u62bd\u51fa\uff09\u300d\u3001LLM\u306f\u300c\u89e3\u91c8\u3057\u3066<strong>\u518d\u69cb\u6210<\/strong>\u3059\u308b\uff08\u6587\u8108\u5224\u65ad\uff0b\u6b63\u898f\u5316\uff0b\u691c\u8a3c\uff09\u300d\u2500\u2500\u5f79\u5272\u304c\u6839\u672c\u7684\u306b\u9055\u3044\u307e\u3059\u3002\u73fe\u5834\u3067\u306e\u6c7a\u5b9a\u7684\u5dee\u306f\u3001<strong>\u201c\u5d29\u308c\u305f\u73fe\u5b9f\u201d\u3078\u306e\u5fa9\u5143\u529b\u3068\u4f8b\u5916\u51e6\u7406\u306e\u53d6\u308a\u8fbc\u307f\u3084\u3059\u3055<\/strong>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"214bbfd5-85bc-4748-979b-04ad9b9b99ba\">1. \u4e00\u8a00\u3067\u3044\u3046\u3068<\/h2>\n\n\n\n<ul id=\"83f9baf6-f1cf-44fe-b92d-cb3ce3093e53\" class=\"wp-block-list\">\n<li><strong>AI-OCR<\/strong>\uff1a\u753b\u50cf\u3084PDF\u304b\u3089<strong>\u6587\u5b57\u3092\u6b63\u78ba\u306b\u53d6\u308a\u51fa\u3059<\/strong>\u3002\u5ea7\u6a19\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u5bfe\u5fdc\u3065\u3051\u304c\u5f97\u610f\u3002<\/li>\n\n\n\n<li><strong>LLM<\/strong>\uff1a\u53d6\u308a\u51fa\u3055\u308c\u305f\u6587\u5b57\u5217\u3092<strong>\u610f\u5473\u3067\u675f\u306d\u76f4\u3057<\/strong>\u3001<strong>\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u6b63\u898f\u5316<\/strong>\u3057\u3001<strong>\u6b20\u843d\u3092\u88dc\u52a9\u63a8\u8ad6<\/strong>\u3001<strong>\u6574\u5408\u6027\u3092\u691c\u7b97<\/strong>\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p id=\"2c8c9d06-a938-459c-b4d0-bb1e9668529e\">\u4f8b\uff09\u201cm2\u201d\u201c\u33a1\u201d\u201c\u5e73\u7c73\u201d\u304c\u6df7\u5728\u2192<strong>AI-OCR<\/strong>\u306f\u305d\u306e\u307e\u307e\u51fa\u3059\u3001<strong>LLM<\/strong>\u306f\u6307\u5b9a\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u305b\u3066\u300c\u33a1\u300d\u306b\u7d71\u4e00\uff0b\u5408\u8a08\u5024\u3068\u7a81\u5408\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"19a56812-a90f-4365-a709-05041e8d925f\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"111b7352-37e1-4632-80ed-e685c91cf4b1\">2. \u307e\u305a\u306f\u57fa\u790e\uff1aAI-OCR\u3068LLM\u306e\u4ed5\u4e8b\u306e\u5206\u62c5<\/h2>\n\n\n\n<figure class=\"wp-block-image\" id=\"332fb052-08fe-4d20-a868-061db4bdef40\"><a href=\"https:\/\/assets.st-note.com\/img\/1760059900-3NpyeDqkcKhtmvwldEuBSLo9.png?width=2000&amp;height=2000&amp;fit=bounds&amp;quality=85\"><img  title=\"\" decoding=\"async\" src=\"https:\/\/assets.st-note.com\/img\/1760059900-3NpyeDqkcKhtmvwldEuBSLo9.png?width=1200\"  alt=\"1760059900-3NpyeDqkcKhtmvwldEuBSLo9 AI-OCR\u3068LLM\u306e\u9055\u3044\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u308f\u304b\u3063\u305f\u201c\u6c7a\u5b9a\u7684\u5dee\u201d\" \/><\/a><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"86750c0b-4f5c-49d2-8070-fdea1edba06a\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"0972b2be-89fc-49d4-96ee-73d10222a43b\">3. \u5b9f\u52d9\u3067\u52b9\u304f\u300c\u6c7a\u5b9a\u7684\u5dee\u300d5\u3064<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"fc803cc2-adc8-4675-9927-e44e699e4ca9\">\u2460 \u30ec\u30a4\u30a2\u30a6\u30c8\u5d29\u308c\u3078\u306e\u5fa9\u5143\u529b<\/h3>\n\n\n\n<ul id=\"aada1d47-3269-4bc1-9172-e43996619558\" class=\"wp-block-list\">\n<li>\u4f59\u767d\u306e\u4f46\u3057\u66f8\u304d\u3001\u811a\u6ce8\u3001\u659c\u3081\u64ae\u5f71\u3001\u8868\u306e\u9014\u4e2d\u6539\u30da\u30fc\u30b8\u306a\u3069\u3001OCR\u5358\u4f53\u3060\u3068<strong>\u5206\u65ad<\/strong>\u3055\u308c\u304c\u3061\u3002<\/li>\n\n\n\n<li>LLM\u306f<strong>\u898b\u51fa\u3057\u30fb\u5468\u8fba\u8a9e<\/strong>\u304b\u3089<strong>\u4f4d\u7f6e\u3067\u306f\u306a\u304f\u610f\u5473<\/strong>\u3067\u518d\u9023\u7d50\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"163b8e9c-43e8-4b6f-8cf0-9f2772fa7395\">\u2461 \u201c\u8de8\u308a\u96c6\u7d04\u201d\u00d7\u898b\u51fa\u3057\u89e3\u91c8<\/h3>\n\n\n\n<ul id=\"109eebd2-9916-4d37-96c9-e9874e799de8\" class=\"wp-block-list\">\n<li>\u540c\u4e00\u6848\u4ef6\u306e<strong>\u5225\u30da\u30fc\u30b8\u30fb\u5225\u8cc7\u6599<\/strong>\u306b\u6563\u3089\u3070\u308b\u660e\u7d30\u3092\u3001<strong>\u5de5\u7a2e\uff0f\u7ae0\u7acb\u3066<\/strong>\u3092\u624b\u639b\u304b\u308a\u306b<strong>\u4e00\u3064\u306e\u30b9\u30ad\u30fc\u30de\u3078\u7d71\u5408<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"360f3c42-fda9-41ef-ba65-c9f48eb8635b\">\u2462 \u5358\u4f4d\u30fb\u8868\u8a18\u306e\u6b63\u898f\u5316<\/h3>\n\n\n\n<ul id=\"a2beb5c1-0b2e-45c7-af4d-9cc13dff2947\" class=\"wp-block-list\">\n<li>\u33a1\/m2\/\u5e73\u7c73\u3001t\/ton\u3001\u5343\u5186\/\u5186\u3001\u7a0e\u5225\/\u7a0e\u8fbc\u306a\u3069\u306e<strong>\u8868\u8a18\u3086\u308c\u30fb\u5358\u4f4d\u63db\u7b97<\/strong>\u3092\u3001<strong>\u6307\u5b9a\u306e\u552f\u4e00\u8868\u8a18\u306b\u63c3\u3048\u308b<\/strong>\u3002<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u3067\u300c\u5909\u63db\u7981\u6b62\uff08\u4e0d\u660e\u306f\u7a7a\u6b04\uff09\u300d\u306e<strong>\u5b89\u5168\u904b\u8ee2<\/strong>\u3082\u9078\u3079\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"347b7501-d3ed-446f-8da2-f7e00bb44e04\">\u2463 \u7406\u7531\u4ed8\u304d\u691c\u8a3c\uff08\u691c\u7b97\u30fb\u7a81\u5408\uff09<\/h3>\n\n\n\n<ul id=\"8e87c3e3-9206-4dd9-a2cb-39556bca041d\" class=\"wp-block-list\">\n<li>\u300c\u5185\u8a33\u306e\u5408\u8a08\uff1d\u8868\u7d19\u306e\u5408\u8a08\u304b\u300d\u300c\u6d88\u8cbb\u7a0e\u8a08\u7b97\u306f\u4e00\u81f4\u304b\u300d\u306a\u3069\u3001<strong>\u691c\u7b97\u30eb\u30fc\u30eb<\/strong>\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u57cb\u3081\u8fbc\u3081\u308b\u3002<\/li>\n\n\n\n<li><strong>\u4e0d\u6574\u5408\u6642\u306f\u201c\u3069\u3053\u3067\u30ba\u30ec\u305f\u304b\u201d\u3092\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3059<\/strong>\u2192\u76e3\u67fb\u30fb\u96fb\u5e33\u6cd5\u5bfe\u5fdc\u306b\u52b9\u304f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ab95bbd5-d93e-486e-8bdf-2e5c01997f1a\">\u2464 \u4f8b\u5916\u51e6\u7406\u306e\u5b66\u7fd2\u306e\u3055\u305b\u65b9<\/h3>\n\n\n\n<ul id=\"692f2bcf-0740-4d17-a05f-5a8fbfcd1620\" class=\"wp-block-list\">\n<li>OCR\u306f\u30c6\u30f3\u30d7\u30ec\u8ffd\u52a0\uff0f\u9818\u57df\u518d\u5b66\u7fd2\u306e\u904b\u7528\u304c\u4e2d\u5fc3\u3002<\/li>\n\n\n\n<li>LLM\u306f\u201c\u904b\u7528\u30ed\u30b0\u2192\u30eb\u30fc\u30eb\uff0f\u7528\u8a9e\u96c6\uff0fRAG\u201d\u3078\u306e\u53d6\u308a\u8fbc\u307f\u304c\u901f\u3044\u3002<strong>\u73fe\u5834\u306e\u5224\u65ad\u3092\u518d\u73fe<\/strong>\u3057\u3084\u3059\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"2e5dc293-b72c-4d26-9d1d-70252de6f1db\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7ffc1055-e565-4b49-aae8-1f9d3a4fe144\">4. \u9006\u306bAI-OCR\u304c\u52dd\u3064\u5834\u9762<\/h2>\n\n\n\n<ul id=\"624c3024-d361-4a77-98f3-194675bbf5f6\" class=\"wp-block-list\">\n<li><strong>\u5b8c\u5168\u5b9a\u578b\u306e\u5e33\u7968\u3092\u5927\u91cf\u51e6\u7406<\/strong>\uff08\u7533\u8acb\u66f8\u3001\u9818\u53ce\u66f8\u306e\u4e00\u90e8\u306a\u3069\uff09<\/li>\n\n\n\n<li><strong>\u9589\u57df\u30fb\u30aa\u30d5\u30e9\u30a4\u30f3<\/strong>\u3067\u306e\u5358\u7d14\u62bd\u51fa<\/li>\n\n\n\n<li><strong>\u4f4e\u30b3\u30b9\u30c8\u3067\u306e\u5358\u9805\u76ee\u62bd\u51fa<\/strong>\uff08\u6c0f\u540d\u3084\u65e5\u4ed8\u3060\u3051\u306a\u3069\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"9304912d-126e-482e-a393-66b0409a4ce4\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"025461af-ccfe-43e3-a00c-8a8fe44fc9f6\">5. \u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\uff1a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\uff08OCR\u00d7LLM\u00d7\u30d0\u30ea\u30c7\u30fc\u30bf\uff09<\/h2>\n\n\n\n<pre id=\"3ad34598-0747-4605-8ff0-cbeaefe9cda1\" class=\"wp-block-code\"><code>&#91;\u753b\u50cf\/PDF]\n   \u2502\n   \u25bc\nAI-OCR\uff08\u6587\u5b57\u30fb\u5ea7\u6a19\u62bd\u51fa\uff09\n   \u2502  \u2514\u2192 \u4f4e\u4fe1\u983c\u5ea6\u9818\u57df\u306f\u518d\u30b9\u30ad\u30e3\u30f3\/\u5225\u30a8\u30f3\u30b8\u30f3\n   \u25bc\nLLM\uff08\u610f\u5473\u89e3\u91c8\u30fb\u6b63\u898f\u5316\u30fb\u518d\u69cb\u6210\uff09\n   \u2502  \u2514\u2192 \u7528\u8a9e\u96c6\/\u793e\u5185\u9069\u6b63\u4fa1\u683cDB\/RAG\u3067\u88dc\u52a9\n   \u25bc\n\u30d0\u30ea\u30c7\u30fc\u30bf\uff08\u691c\u7b97\u30fb\u7a81\u5408\u30fb\u30b9\u30ad\u30fc\u30de\u691c\u8a3c\uff09\n   \u2502  \u2514\u2192 \u4e0d\u6574\u5408\u306f\u7406\u7531\u4ed8\u304d\u3067\u5dee\u623b\u3057\n   \u25bc\n\u30b9\u30c8\u30ec\u30fc\u30b8\/\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u4e0e\/CSV\u30fbAPI\u9023\u643a\uff08Box\/SharePoint\u7b49\uff09\n<\/code><\/pre>\n\n\n\n<p>copy<\/p>\n\n\n\n<p id=\"787d6e26-964c-496e-97e6-6385fd396073\"><strong>\u904b\u7528\u306e\u809d<\/strong><\/p>\n\n\n\n<ul id=\"cdcccb81-1d15-47f9-9ba6-0ed40e7b6210\" class=\"wp-block-list\">\n<li><strong>\u51fa\u529b\u30b9\u30ad\u30fc\u30de\u56fa\u5b9a<\/strong>\uff08\u30ab\u30e9\u30e0\u540d\u30fb\u578b\u30fb\u5358\u4f4d\u3092\u5148\u306b\u6c7a\u3081\u308b\uff09<\/li>\n\n\n\n<li><strong>\u201c\u672a\u78ba\u5b9a\u306f\u7a7a\u6b04\u201d\u306e\u539f\u5247<\/strong>\uff08\u52dd\u624b\u306b\u57cb\u3081\u306a\u3044\uff09<\/li>\n\n\n\n<li><strong>\u30a8\u30d3\u30c7\u30f3\u30b9URL\/\u5ea7\u6a19<\/strong>\u3092\u4fdd\u6301\uff08\u5f8c\u304b\u3089\u201c\u3069\u3053\u3092\u898b\u305f\u304b\u201d\u3092\u8ffd\u3048\u308b\uff09<\/li>\n\n\n\n<li><strong>\u518d\u73fe\u6027<\/strong>\uff1a\u540c\u4e00\u5165\u529b\u2192\u540c\u4e00\u51fa\u529b\uff08\u4e71\u6570\u7121\u52b9\u5316\uff0f\u6e29\u5ea6\u7ba1\u7406\uff0f\u30eb\u30fc\u30eb\u512a\u5148\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"a28d938e-7a94-43d4-8c0e-3efa1f5126f2\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"64114240-8ad4-43cb-8405-c26d5b0a243b\">6. \u5efa\u8a2d\u30fb\u88fd\u9020\u306e\u5177\u4f53\u4f8b\uff083\u30b1\u30fc\u30b9\uff09<\/h2>\n\n\n\n<ol id=\"a4e21c69-d04c-4ba0-855b-4493bd130db1\" class=\"wp-block-list\">\n<li><strong>\u898b\u7a4d\u66f8\uff08\u8907\u6570\u793e\u30fb\u8907\u6570\u30da\u30fc\u30b8\uff09\u7d71\u5408<\/strong><\/li>\n<\/ol>\n\n\n\n<ul id=\"67ebe4a3-da0c-44b3-8723-d5b213294f62\" class=\"wp-block-list\">\n<li><strong>\u8ab2\u984c<\/strong>\uff1a\u5404\u793e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3001\u5358\u4f4d\u3086\u308c\u3001\u5225\u7d19\u306e\u4f46\u3057\u66f8\u304d\u3002<\/li>\n\n\n\n<li><strong>\u89e3<\/strong>\uff1aOCR\u3067\u5168\u30c6\u30ad\u30b9\u30c8\u5316\u2192LLM\u304c<strong>\u5de5\u7a2e\u00d7\u7d30\u76ee<\/strong>\u3067\u675f\u306d\u3001<strong>\u5358\u4f4d\u6b63\u898f\u5316<\/strong>\u3001<strong>\u7a0e\u30fb\u5c0f\u8a08\u30fb\u5408\u8a08<\/strong>\u3092\u691c\u7b97\u3002\u5dee\u7570\u306f\u6839\u62e0\u4ed8\u304d\u3067\u8d64\u5165\u308c\u3002<\/li>\n<\/ul>\n\n\n\n<ol id=\"157a9fb1-fc2c-4f25-aac1-a0ae9d9a8fc7\" class=\"wp-block-list\">\n<li><strong>\u6ce8\u6587\u66f8\u00d7\u578b\u756a\u6a19\u6e96\u5316<\/strong><\/li>\n<\/ol>\n\n\n\n<ul id=\"54b7727f-b038-4b80-943a-971c73ae6259\" class=\"wp-block-list\">\n<li><strong>\u8ab2\u984c<\/strong>\uff1a\u540c\u4e00\u54c1\u306e\u8868\u8a18\u3086\u308c\uff08\u534a\u89d2\/\u5168\u89d2\u3001\u30cf\u30a4\u30d5\u30f3\u3001\u65e7\u65b0\u578b\u756a\uff09\u3002<\/li>\n\n\n\n<li><strong>\u89e3<\/strong>\uff1a\u7528\u8a9e\u96c6\uff0bRAG\u3067<strong>\u6b63\u898f\u578b\u756a<\/strong>\u306b\u5bc4\u305b\u3001<strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\u306e\u5019\u88dc\u3092\u81ea\u52d5\u63d0\u793a\u3002<\/li>\n<\/ul>\n\n\n\n<ol id=\"03c8f22a-1f34-4413-8101-b210dd914225\" class=\"wp-block-list\">\n<li><strong>\u7ae3\u5de5\u66f8\u985e\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u5316<\/strong><\/li>\n<\/ol>\n\n\n\n<ul id=\"ae80733c-7460-4b2c-98a0-ec661303dc74\" class=\"wp-block-list\">\n<li><strong>\u8ab2\u984c<\/strong>\uff1a\u81a8\u5927\u306aPDF\u306e\u30bf\u30a4\u30c8\u30eb\u30fb\u5de5\u4e8b\u756a\u53f7\u30fb\u5de5\u533a\u306a\u3069\u306e<strong>\u6563\u5728<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u89e3<\/strong>\uff1aOCR\u2192LLM\u3067<strong>\u8868\u7d19\u30fb\u811a\u6ce8\u30fb\u53f0\u5e33<\/strong>\u3092\u6a2a\u65ad\u3057<strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u62bd\u51fa<\/strong>\u3001Box\/SharePoint\u306b<strong>\u81ea\u52d5\u30bf\u30b0\u4ed8\u3051<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"58bd2f3d-0b32-4446-85b1-7bb61e41991f\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ce4ddf69-d020-4a77-af8f-4680a052f002\">7. \u54c1\u8cea\u8a55\u4fa1\u306e\u30d5\u30ec\u30fc\u30e0\uff08KPI\u3068\u691c\u8a3c\u8a2d\u8a08\uff09<\/h2>\n\n\n\n<p id=\"a18560b4-fb56-463e-95d4-60e3d6b46fd1\"><strong>KPI\u4f8b<\/strong><\/p>\n\n\n\n<ul id=\"4b2ef795-839a-4c37-9162-d8b82d3cdbef\" class=\"wp-block-list\">\n<li><strong>\u5b8c\u5168\u4e00\u81f4\u7387<\/strong>\uff08\u671f\u5f85\u5024\uff1d\u51fa\u529b\u5024\u304c\u5b8c\u5168\u4e00\u81f4\uff09<\/li>\n\n\n\n<li><strong>\u9805\u76ee\u7db2\u7f85\u7387<\/strong>\uff08\u5fc5\u9808\u9805\u76ee\u306e\u5145\u8db3\u5272\u5408\uff09<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u6b63\u898f\u5316\u7387<\/strong>\uff08\u6307\u5b9a\u5358\u4f4d\u306b\u7d71\u4e00\u3067\u304d\u305f\u5272\u5408\uff09<\/li>\n\n\n\n<li><strong>\u691c\u7b97\u6574\u5408\u7387<\/strong>\uff08\u5408\u8a08\u30fb\u7a0e\u30fb\u5c0f\u8a08\u306e\u6574\u5408\uff09<\/li>\n\n\n\n<li><strong>\u5dee\u623b\u3057\u7387<\/strong>\uff08\u4eba\u624b\u78ba\u8a8d\u304c\u5fc5\u8981\u306a\u6848\u4ef6\u6bd4\u7387\uff09<\/li>\n<\/ul>\n\n\n\n<p id=\"f4bfc1fa-00c8-4ca6-a422-9091e8d8cbd0\"><strong>\u691c\u8a3c\u8a2d\u8a08\u306e\u30b3\u30c4<\/strong><\/p>\n\n\n\n<ul id=\"bbb1362c-396e-4402-94b6-d01d09251111\" class=\"wp-block-list\">\n<li>\u30b5\u30f3\u30d7\u30eb\u306f<strong>\u6700\u4f4e50\uff5e100\u30d5\u30a1\u30a4\u30eb<\/strong>\u3001\u201c\u308f\u3056\u3068\u96e3\u3057\u3044\u3084\u3064\u201d\u3092\u6df7\u305c\u308b<\/li>\n\n\n\n<li><strong>\u5408\u683c\u57fa\u6e96<\/strong>\u3092\u6570\u5024\u3067\u5148\u306b\u63e1\u308b\uff08\u4f8b\uff1a\u5b8c\u5168\u4e00\u81f4\u738785%\u4ee5\u4e0a\u3001\u5dee\u623b\u3057\u738715%\u4ee5\u4e0b\uff09<\/li>\n\n\n\n<li><strong>\u8aa4\u308a\u5206\u985e<\/strong>\uff08\u62bd\u51fa\u30df\u30b9\uff0f\u6b63\u898f\u5316\u30df\u30b9\uff0f\u691c\u7b97\u4e0d\u4e00\u81f4\uff0fRAG\u30d2\u30c3\u30c8\u305b\u305a\uff09\u3067<strong>\u6539\u5584\u30eb\u30fc\u30d7<\/strong>\u3092\u56de\u3059<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"a238c6cc-4cf6-4c5e-a316-feeb67e5b913\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"d34cf1e7-df9d-4c2e-9725-cb8788ce142c\">8. 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id=\"4082cfb9-3d3b-47f6-b4fb-733bc36b240d\">\u843d\u3068\u3057\u7a74\u5146\u5019\u5bfe\u7b56LLM\u306e\u201c\u57cb\u3081\u8349\u201d\u305d\u308c\u3063\u307d\u3044\u6570\u5024\u304c\u5165\u308b<strong>\u672a\u78ba\u5b9a\u306f\u7a7a\u6b04<\/strong>\uff0f<strong>\u7981\u6b62\u8a9e<\/strong>\u8a2d\u5b9a\uff0f\u6839\u62e0\u5fc5\u9808\u30b3\u30b9\u30c8\u66b4\u9a30\u9577\u6587PDF\u3067\u30c8\u30fc\u30af\u30f3\u80a5\u5927<strong>\u7bc4\u56f2\u62bd\u51fa\u2192\u8981\u7d04\u2192\u5206\u5272\u63a8\u8ad6<\/strong>\uff0f\u30ad\u30e3\u30c3\u30b7\u30e5\u51fa\u529b\u63fa\u308c\u540c\u3058\u5165\u529b\u3067\u5fae\u5dee\u6e29\u5ea6\u4f4e\uff0f<strong>\u6c7a\u5b9a\u8ad6\u7684\u30eb\u30fc\u30eb\u512a\u5148<\/strong>\uff0f\u30b9\u30ad\u30fc\u30de\u691c\u8a3c\u30ac\u30d0\u30ca\u30f3\u30b9\u8ab0\u304c\u3044\u3064\u4f55\u3092<strong>\u76e3\u67fb\u30ed\u30b0<\/strong>\uff08\u5165\u529b\/\u51fa\u529b\/\u30d7\u30ed\u30f3\u30d7\u30c8\/\u6839\u62e0\uff09\u4fdd\u6301\u73fe\u5834\u4e0d\u4fe1\u201c\u9ed2\u7bb1\u201d\u611f<strong>\u6839\u62e0\u30ea\u30f3\u30af<\/strong>\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u5ea7\u6a19\u8fd4\u5374<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"8d71860a-7f58-49cc-bc6d-7fb5e2b2cb68\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"0c32c152-9c85-420f-9a9f-b2004d46baa6\">9. \u307e\u3068\u3081<\/h2>\n\n\n\n<ul id=\"5e7a8438-1944-4018-8cd5-292c40668a19\" class=\"wp-block-list\">\n<li><strong>AI-OCR\u306f\u5165\u53e3\u3001LLM\u306f\u51fa\u53e3\u3092\u6574\u3048\u308b\u30a8\u30f3\u30b8\u30f3\u3002<\/strong><\/li>\n\n\n\n<li>\u6c7a\u5b9a\u7684\u5dee\u306f**\u201c\u5d29\u308c\u305f\u73fe\u5b9f\u201d\u3092\u610f\u5473\u3067\u5fa9\u5143**\u3057\u3001<strong>\u4f8b\u5916\u3092\u904b\u7528\u30ed\u30b0\u306b\u53d6\u308a\u8fbc\u3093\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u7d9a\u3051\u3089\u308c\u308b<\/strong>\u70b9\u3002<\/li>\n\n\n\n<li>\u6700\u77ed\u8ddd\u96e2\u306f<strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/strong>\uff1aOCR\u3067\u53d6\u308a\u8fbc\u307f\u3001LLM\u3067\u89e3\u91c8\u30fb\u6b63\u898f\u5316\u3001\u6700\u5f8c\u306b\u691c\u7b97\u30fb\u30b9\u30ad\u30fc\u30de\u691c\u8a3c\u3067<strong>\u518d\u73fe\u6027\u3092\u62c5\u4fdd<\/strong>\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"f8d59b5e-52a9-4fca-a05a-4c3b2e6b89f9\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"722f04a6-14fa-4873-ae8c-f3a75fd4ee8e\">10. \u4ed8\u9332A\uff1a\u5c0e\u5165\u691c\u8a0e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h2>\n\n\n\n<ul id=\"3d1a8033-26c4-4994-be33-863f624d194b\" class=\"wp-block-list\">\n<li>\u5e33\u7968\u306e<strong>\u5fc5\u9808\u30b9\u30ad\u30fc\u30de<\/strong>\uff08\u30ab\u30e9\u30e0\u540d\u30fb\u578b\u30fb\u5358\u4f4d\uff09\u304c\u5b9a\u7fa9\u6e08\u307f<\/li>\n\n\n\n<li><strong>\u5358\u4f4d\u63db\u7b97\u30eb\u30fc\u30eb<\/strong>\u3068<strong>\u5909\u63db\u7981\u6b62\u30ea\u30b9\u30c8<\/strong>\u304c\u3042\u308b<\/li>\n\n\n\n<li><strong>\u691c\u7b97\u30eb\u30fc\u30eb<\/strong>\uff08\u7a0e\u3001\u5408\u8a08\u3001\u7aef\u6570\u51e6\u7406\uff09\u304c\u6587\u7ae0\u5316\u3055\u308c\u3066\u3044\u308b<\/li>\n\n\n\n<li><strong>\u7528\u8a9e\u96c6<\/strong>\uff0f<strong>\u54c1\u756a\u6b63\u898f\u5316\u8868<\/strong>\uff0f<strong>\u793e\u5185\u9069\u6b63\u4fa1\u683cDB<\/strong>\u306e\u521d\u671f\u7248\u304c\u3042\u308b<\/li>\n\n\n\n<li><strong>\u76e3\u67fb\u30ed\u30b0<\/strong>\u306e\u4fdd\u7ba1\u5834\u6240\u3068\u4fdd\u7ba1\u5e74\u9650\u3092\u6c7a\u3081\u305f<\/li>\n\n\n\n<li><strong>\u5408\u683c\u57fa\u6e96KPI<\/strong>\u3068<strong>\u30b5\u30f3\u30d7\u30eb\u30bb\u30c3\u30c8<\/strong>\u304c\u6e96\u5099\u3067\u304d\u305f<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"f34a6b1e-d0c2-4964-a381-5cdc85902e38\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7290638f-4974-4878-afdb-3538bb11fbdd\">11. \u4ed8\u9332B\uff1a\u51fa\u529b\u5b89\u5b9a\u5316\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u578b\uff08\u4f8b\uff09<\/h2>\n\n\n\n<pre id=\"3d2275ef-b044-4a99-a53c-85c09f3de690\" class=\"wp-block-code\"><code>\u3010\u552f\u4e00\u7d76\u5bfe\u30eb\u30fc\u30eb\u3011\n- \u6307\u5b9a\u30b9\u30ad\u30fc\u30de\u4ee5\u5916\u306e\u9805\u76ee\u306f\u51fa\u529b\u3057\u306a\u3044\n- \u4e0d\u660e\u30fb\u672a\u8a18\u8f09\u306f\u63a8\u6e2c\u305b\u305a\u7a7a\u6b04\n- \u6570\u5024\u306f\u534a\u89d2\u3001\u5358\u4f4d\u306f\u300c\u33a1\/m\/\u5186\/\u5186(\u7a0e\u629c)\/\u5186(\u7a0e\u8fbc)\u300d\u306b\u7d71\u4e00\n- \u51fa\u529b\u306fUTF-8\u306eJSON\u3001\u30ad\u30fc\u540d\u306f\u4ee5\u4e0b\u306b\u56fa\u5b9a\n\n\u3010\u30b9\u30ad\u30fc\u30de\u3011\n{ \n  \"\u5de5\u7a2e\": \"\", \"\u7d30\u76ee\u756a\u53f7\": \"\", \"\u54c1\u540d\": \"\",\n  \"\u6570\u91cf\": \"\", \"\u5358\u4f4d\": \"\u33a1|m|\u5f0f|\u2026\", \n  \"\u5358\u4fa1_\u7a0e\u629c\": \"\", \"\u91d1\u984d_\u7a0e\u629c\": \"\", \n  \"\u5099\u8003\": \"\"\n}\n\n\u3010\u691c\u7b97\u30eb\u30fc\u30eb\u3011\n- \u03a3(\u91d1\u984d_\u7a0e\u629c) = \u8868\u7d19\u306e\u5c0f\u8a08 \u00b11\u5186\u307e\u3067\u8a31\u5bb9\n- \u7a0e\u8a08\u7b97\u306f\u7aef\u6570\u5207\u308a\u4e0a\u3052\n- \u4e0d\u4e00\u81f4\u6642\u306f \"errors\":&#91;{\u539f\u56e0, \u8a72\u5f53\u884c}] \u3092\u8fd4\u3059\n\n\u3010\u6839\u62e0\u8fd4\u5374\u3011\n- \u5404\u884c\u306b \"evidence\": {page, x1,y1,x2,y2, text} \u3092\u4ed8\u4e0e\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"c4183dfd-f6fa-44fe-941b-b43afcb39c7e\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"db49d1bb-a172-401e-b05f-9f17e10aaff5\">\u7de8\u96c6\u5f8c\u8a18\uff08\u904b\u7528Tips\uff09<\/h3>\n\n\n\n<ul id=\"3d796a7a-1420-46f9-8849-677ed306fb25\" 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