{"id":6926,"date":"2026-03-31T09:43:06","date_gmt":"2026-03-31T00:43:06","guid":{"rendered":"https:\/\/techfun.cc\/?p=6926"},"modified":"2026-03-31T09:43:06","modified_gmt":"2026-03-31T00:43:06","slug":"multimodal-ai-image-analysis-intro","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/multimodal-ai-image-analysis-intro.html","title":{"rendered":"\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3068\u306f\uff1f\u300c\u30c6\u30ad\u30b9\u30c8\u4ee5\u5916\u300d\u306e\u751f\u6210AI"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title 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class=\"Base-table\">\n<tr>\n<th>\u65b9\u5411<\/th>\n<th>\u4f8b<\/th>\n<th>\u5bfe\u5fdc\u72b6\u6cc1<\/th>\n<\/tr>\n<tr>\n<td>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b<\/td>\n<td>\u753b\u50cf\uff0b\u30c6\u30ad\u30b9\u30c8\u3092\u6e21\u3057\u3066\u8cea\u554f\u3059\u308b<\/td>\n<td>\u591a\u304f\u306e\u30e2\u30c7\u30eb\u304c\u5bfe\u5fdc\u6e08\u307f<\/td>\n<\/tr>\n<tr>\n<td>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u51fa\u529b<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\u306e\u6307\u793a\u304b\u3089\u753b\u50cf\u3092\u751f\u6210\u3059\u308b<\/td>\n<td>\u4e00\u90e8\u306e\u30e2\u30c7\u30eb\u304c\u5bfe\u5fdc<\/td>\n<\/tr>\n<\/table>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u5b9f\u52d9\u3067\u3059\u3050\u306b\u6d3b\u7528\u3057\u3084\u3059\u3044<strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\uff08\u7279\u306b\u753b\u50cf\uff0b\u30c6\u30ad\u30b9\u30c8\uff09<\/strong>\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002<\/p>\n<h4 id=\"section-2-3\" class=\"Heading Title Title--s\">\u4e3b\u8981\u30e2\u30c7\u30eb\u306e\u5bfe\u5fdc\u72b6\u6cc1<\/h4>\n<p>\u73fe\u5728\u3001<a href=\"https:\/\/developers.openai.com\/api\/docs\/models\" class=\"Ext\">OpenAI\uff08GPT\uff09<\/a> \u3001<a href=\"https:\/\/ai.google.dev\/models\/gemini\" class=\"Ext\">Google\uff08Gemini\uff09<\/a> \u3001<a href=\"https:\/\/platform.claude.com\/docs\/en\/about-claude\/models\/overview\" class=\"Ext\">Anthropic\uff08Claude\uff09<\/a>\u3068\u3044\u3063\u305f\u4e3b\u8981\u30d9\u30f3\u30c0\u30fc\u306e\u30e2\u30c7\u30eb\u306f\u3044\u305a\u308c\u3082\u753b\u50cf\u5165\u529b\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u300c\u753b\u50cf\u3092\u8aad\u307f\u53d6\u3063\u3066\u5206\u6790\u3059\u308b\u300d\u7528\u9014\u3067\u3042\u308c\u3070\u3069\u308c\u3092\u9078\u3093\u3067\u3082\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u753b\u50cf\u89e3\u6790\u3067\u4f55\u304c\u3067\u304d\u308b\u306e\u304b<\/h3>\n<p>\u753b\u50cf\u3092LLM\u306b\u6e21\u3059\u3068\u3001\u5177\u4f53\u7684\u306b\u3069\u3093\u306a\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5f8c\u8ff0\u3059\u308b\u901a\u308a<strong>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3088\u3063\u3066\u7cbe\u5ea6\u306e\u5dee\u304c\u5927\u304d\u3044<\/strong>\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002\u300c\u3067\u304d\u308b\u3053\u3068\u300d\u3068\u300c\u5b9f\u7528\u306b\u8010\u3048\u308b\u3053\u3068\u300d\u306f\u5225\u306a\u306e\u3067\u3001\u5404\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u6ce8\u610f\u70b9\u3082\u3042\u308f\u305b\u3066\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h4 id=\"section-3-1\" class=\"Heading Title Title--s\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8aad\u307f\u53d6\u308a<\/h4>\n<p>\u7d19\u306e\u66f8\u985e\u3084PDF\u306e\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u304b\u3089\u3001\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u8acb\u6c42\u66f8\u304b\u3089\u91d1\u984d\u30fb\u65e5\u4ed8\u30fb\u53d6\u5f15\u5148\u3092\u62bd\u51fa<\/li>\n<li class=\"Base-list__child\">\u540d\u523a\u306e\u60c5\u5831\u3092JSON\u5f62\u5f0f\u3067\u69cb\u9020\u5316<\/li>\n<li class=\"Base-list__child\">\u624b\u66f8\u304d\u30e1\u30e2\u306e\u6587\u5b57\u8d77\u3053\u3057<\/li>\n<\/ul>\n<p>\u5f93\u6765\u306eOCR\uff08\u5149\u5b66\u6587\u5b57\u8a8d\u8b58\uff09\u3068\u7570\u306a\u308a\u3001LLM\u306f<strong>\u6587\u8108\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u8aad\u307f\u53d6\u308b<\/strong>\u305f\u3081\u3001\u591a\u5c11\u306e\u6c5a\u308c\u3084\u5d29\u308c\u305f\u6587\u5b57\u306b\u3082\u5f37\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001PDF\u3092\u305d\u306e\u307e\u307eLLM\u306b\u6e21\u3059\u5834\u5408\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002PDF\u306e\u51e6\u7406\u65b9\u6cd5\u306f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u3001\u57cb\u3081\u8fbc\u307e\u308c\u305f<strong>\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u306e\u307f\u3092\u62bd\u51fa\u3059\u308b<\/strong>\u30e2\u30c7\u30eb\u3001\u30da\u30fc\u30b8\u3092<strong>\u753b\u50cf\u3068\u3057\u3066\u8996\u899a\u7684\u306b\u89e3\u6790\u3059\u308b<\/strong>\u30e2\u30c7\u30eb\u3001<strong>\u30c6\u30ad\u30b9\u30c8\u3068\u30da\u30fc\u30b8\u753b\u50cf\u306e\u4e21\u65b9\u3092\u62bd\u51fa\u3057\u3066\u30e2\u30c7\u30eb\u306b\u9001\u4fe1\u3059\u308b<\/strong>\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\u306e\u307f\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u6301\u305f\u306a\u3044\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u306ePDF\u3092\u6b63\u3057\u304f\u8aad\u307f\u53d6\u308c\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u78ba\u5b9f\u306b\u51e6\u7406\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u4e8b\u524d\u306b\u30da\u30fc\u30b8\u3092\u753b\u50cf\u306b\u5909\u63db\u3057\u3066\u304b\u3089\u753b\u50cf\u5165\u529b\u3068\u3057\u3066\u6e21\u3059\u65b9\u6cd5\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002<br 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support<\/a><\/li>\n<\/ul>\n<p>\u307e\u305f\u3001<strong>\u624b\u66f8\u304d\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u306f\u7cbe\u5ea6\u306b\u3070\u3089\u3064\u304d\u304c\u3042\u308a\u307e\u3059<\/strong>\u3002\u4e01\u5be7\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u3067\u3042\u308c\u3070\u304b\u306a\u308a\u8aad\u307f\u53d6\u308c\u308b\u4e00\u65b9\u3001\u5d29\u3057\u5b57\u3084\u8d70\u308a\u66f8\u304d\u306b\u306a\u308b\u3068\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u843d\u3061\u307e\u3059\u3002\u6587\u5b57\u306e\u4e0a\u624b\u3044\u30fb\u4e0b\u624b\u304c\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u300c\u8ab0\u306e\u624b\u66f8\u304d\u3067\u3082\u8aad\u3081\u308b\u300d\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002\u624b\u66f8\u304d\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3092\u696d\u52d9\u306b\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306f\u3001\u4e8b\u524d\u306b\u5bfe\u8c61\u3068\u306a\u308b\u624b\u66f8\u304d\u30b5\u30f3\u30d7\u30eb\u3067\u7cbe\u5ea6\u691c\u8a3c\u3092\u884c\u3046\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"section-3-2\" class=\"Heading Title Title--s\">UI\u3084\u30c7\u30b6\u30a4\u30f3\u306e\u5206\u6790<\/h4>\n<p>\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3084\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6e21\u3057\u3066\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">Web\u30da\u30fc\u30b8\u306e\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u30c1\u30a7\u30c3\u30af<\/li>\n<li class=\"Base-list__child\">UI\u30c7\u30b6\u30a4\u30f3\u306e\u6539\u5584\u63d0\u6848<\/li>\n<li class=\"Base-list__child\">\u30a8\u30e9\u30fc\u753b\u9762\u306e\u30c8\u30ea\u30a2\u30fc\u30b8\uff08\u30ed\u30b0\u753b\u9762\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u304b\u3089\u539f\u56e0\u3092\u63a8\u5b9a\uff09<\/li>\n<\/ul>\n<h4 id=\"section-3-3\" class=\"Heading Title Title--s\">\u30b0\u30e9\u30d5\u30fb\u56f3\u8868\u306e\u89e3\u91c8<\/h4>\n<p>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u7d50\u679c\u3092\u753b\u50cf\u3067\u6e21\u3057\u3001\u8aad\u307f\u89e3\u304d\u3092\u4f9d\u983c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u58f2\u4e0a\u30b0\u30e9\u30d5\u306e\u30c8\u30ec\u30f3\u30c9\u5206\u6790<\/li>\n<li class=\"Base-list__child\">\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u8981\u7d04\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/li>\n<li class=\"Base-list__child\">\u8907\u96d1\u306a\u69cb\u6210\u56f3\u306e\u8aac\u660e\u751f\u6210<\/li>\n<\/ul>\n<p>\u305f\u3060\u3057\u3001<strong>\u56f3\u8868\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u7cbe\u5ea6\u306e\u5dee\u304c\u5927\u304d\u3044<\/strong>\u70b9\u306f\u62bc\u3055\u3048\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30b7\u30f3\u30d7\u30eb\u306a\u68d2\u30b0\u30e9\u30d5\u3084\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3067\u3042\u308c\u3070\u304a\u304a\u3080\u306d\u6b63\u3057\u304f\u8aad\u307f\u53d6\u308c\u307e\u3059\u304c\u3001\u8a2d\u8a08\u56f3\u30fb\u56de\u8def\u56f3\u30fb\u8907\u96d1\u306a\u69cb\u6210\u56f3\u306b\u306a\u308b\u3068\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u4e0b\u304c\u308a\u307e\u3059\u3002\u5f0a\u793e\u3067\u3082\u691c\u8a3c\u3057\u307e\u3057\u305f\u304c\u3001\u8a2d\u8a08\u56f3\u306e\u8aad\u307f\u53d6\u308a\u306f\u73fe\u6642\u70b9\u3067\u306f\u5b9f\u7528\u306b\u8010\u3048\u306a\u3044\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3068\u3044\u3046\u7d50\u679c\u3067\u3057\u305f\u3002\u300c\u30b0\u30e9\u30d5\u306e\u6982\u8981\u3092\u63b4\u3080\u300d\u7a0b\u5ea6\u306e\u7528\u9014\u306b\u306f\u4f7f\u3048\u307e\u3059\u304c\u3001<strong>\u6b63\u78ba\u306a\u6570\u5024\u306e\u8aad\u307f\u53d6\u308a\u3084\u5c02\u9580\u7684\u306a\u56f3\u9762\u306e\u89e3\u6790\u3092\u4efb\u305b\u308b\u306e\u306f\u6642\u671f\u5c1a\u65e9<\/strong>\u3067\u3059\u3002<\/p>\n<h4 id=\"section-3-4\" class=\"Heading Title Title--s\">\u73fe\u5834\u5199\u771f\u306e\u78ba\u8a8d<\/h4>\n<p>\u88fd\u9020\u696d\u3084\u5efa\u8a2d\u696d\u306a\u3069\u3001\u73fe\u5834\u306e\u5199\u771f\u3092\u4f7f\u3063\u305f\u78ba\u8a8d\u4f5c\u696d\u306b\u3082\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u8a2d\u5099\u306e\u5916\u89b3\u30c1\u30a7\u30c3\u30af\uff08\u7834\u640d\u30fb\u52a3\u5316\u306e\u691c\u51fa\uff09<\/li>\n<li class=\"Base-list__child\">\u4f5c\u696d\u624b\u9806\u3068\u306e\u7167\u5408<\/li>\n<li class=\"Base-list__child\">\u5728\u5eab\u306e\u6982\u6570\u30ab\u30a6\u30f3\u30c8<\/li>\n<\/ul>\n<p>\u3053\u3061\u3089\u3082\u671f\u5f85\u5024\u306e\u8abf\u6574\u304c\u5fc5\u8981\u306a\u9818\u57df\u3067\u3059\u3002\u300c\u660e\u3089\u304b\u306b\u5927\u304d\u306a\u7834\u640d\u304c\u3042\u308b\u300d\u7a0b\u5ea6\u306e\u5224\u5b9a\u306f\u3067\u304d\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u5fae\u7d30\u306a\u52a3\u5316\u3084\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u306a\u5224\u65ad\u306f\u96e3\u3057\u304f\u3001<strong>\u4eba\u9593\u306e\u76ee\u8996\u78ba\u8a8d\u3092\u7f6e\u304d\u63db\u3048\u308b\u30ec\u30d9\u30eb\u306b\u306f\u81f3\u3063\u3066\u3044\u307e\u305b\u3093<\/strong>\u3002\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u4f4d\u7f6e\u3065\u3051\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">\u30c7\u30e2\uff1a\u753b\u50cf\u3092LLM\u306b\u6e21\u3057\u3066\u307f\u308b<\/h3>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306bAPI\u3092\u4f7f\u3063\u3066\u753b\u50cf\u89e3\u6790\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u30b5\u30f3\u30d7\u30eb\u8acb\u6c42\u66f8\u3092\u4f7f\u3063\u3066\u3001\u753b\u50cf\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u6d41\u308c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/03\/invoice-sample.png\" alt=\"\u30b5\u30f3\u30d7\u30eb\u8acb\u6c42\u66f8\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">\u30c7\u30e2\u3067\u4f7f\u7528\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u8acb\u6c42\u66f8<\/div>\n<p>\u5f0a\u793e\u3067\u691c\u8a3c\u3057\u305f\u9650\u308a\u753b\u50cf\u89e3\u6790\u306e\u7cbe\u5ea6\u304c\u9ad8\u304b\u3063\u305f<strong>Gemini<\/strong>\u3092\u4f7f\u3044\u3001\u753b\u50cf\u3092\u6e21\u3057\u3066\u5206\u6790\u7d50\u679c\u3092\u5f97\u308b\u6d41\u308c\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u203b OpenAI\uff08GPT\uff09\u3084Anthropic\uff08Claude\uff09\u3067\u3082\u540c\u69d8\u306b\u753b\u50cf\u3092\u6e21\u3057\u3066\u89e3\u6790\u3067\u304d\u307e\u3059\u304c\u3001\u753b\u50cf\u306e\u6e21\u3057\u65b9\u3084Structured Output\u306e\u6307\u5b9a\u65b9\u6cd5\u306f\u30e2\u30c7\u30eb\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u3002\u5404\u30e2\u30c7\u30eb\u306eAPI\u3092\u5229\u7528\u3059\u308b\u969b\u306f\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u753b\u50cf\u5165\u529b\u306e\u4ed5\u69d8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h4 id=\"section-4-1\" class=\"Heading Title Title--s\">\u57fa\u672c\u7684\u306a\u30b3\u30fc\u30c9<\/h4>\n<p>\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u307f\u3001Gemini\u306b\u5206\u6790\u3092\u4f9d\u983c\u3059\u308b\u6700\u5c0f\u9650\u306e\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n<pre class=\"Copy\"><code>\r\nfrom google import genai\r\nfrom PIL import Image\r\n\r\nclient = genai.Client()\r\n\r\n# \u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u307f\r\nimage = Image.open(&quot;invoice_sample.png&quot;)\r\n\r\nresponse = client.models.generate_content(\r\n    model=&quot;gemini-2.5-flash&quot;,\r\n    contents=[\r\n        &quot;\u3053\u306e\u8acb\u6c42\u66f8\u306e\u5185\u5bb9\u3092\u8aad\u307f\u53d6\u308a\u3001\u4ee5\u4e0b\u306e\u9805\u76ee\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\u8acb\u6c42\u66f8\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u8acb\u6c42\u5148\u3001\u5185\u5bb9\u3001\u660e\u7d30\uff08\u54c1\u540d\u30fb\u91d1\u984d\uff09\u3001\u5c0f\u8a08\u3001\u7a0e\u7387\u3001\u5408\u8a08\u91d1\u984d&quot;,\r\n        image,\r\n    ],\r\n)\r\n\r\nprint(response.text)\r\n<\/code><\/pre>\n<p>\u30dd\u30a4\u30f3\u30c8\u306f\u3001<span class=\"Post-inline\">contents<\/span> \u306b\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u3092<strong>\u30ea\u30b9\u30c8\u3067\u4e26\u3079\u3066\u6e21\u3059<\/strong>\u70b9\u3067\u3059\u3002<span class=\"Post-inline\">PIL.Image<\/span> \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u305d\u306e\u307e\u307e\u6e21\u305b\u308b\u305f\u3081\u3001\u30d0\u30a4\u30c8\u5217\u306e\u8aad\u307f\u8fbc\u307f\u3084MIME\u30bf\u30a4\u30d7\u306e\u6307\u5b9a\u306f\u4e0d\u8981\u3067\u3059\u3002<br \/>\n\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"Copy\"><code>\r\n\u8acb\u6c42\u66f8\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\r\n\r\n*   **\u8acb\u6c42\u66f8\u756a\u53f7:** 432789\r\n*   **\u8acb\u6c42\u65e5:** 2026\/3\/25\r\n*   **\u8acb\u6c42\u5148:** Tech Fun \u30c6\u30b9\u30c8\u682a\u5f0f\u4f1a\u793e\r\n*   **\u5185\u5bb9:** \u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\r\n*   **\u660e\u7d30:**\r\n    *   \u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af: \u00a50\r\n    *   \u691c\u8a3c (PoC) \u30d1\u30c3\u30af: \u00a51,000,000\r\n*   **\u5c0f\u8a08:** \u00a51,000,000\r\n*   **\u7a0e\u7387:** 10.00%\r\n*   **\u5408\u8a08\u91d1\u984d:** \u00a51,100,000\r\n<\/code><\/pre>\n<p>\u753b\u50cf\u304b\u3089\u8acb\u6c42\u66f8\u306e\u5404\u9805\u76ee\u3092\u6b63\u3057\u304f\u8aad\u307f\u53d6\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u51fa\u529b\u306f\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u306e\u81ea\u7531\u30c6\u30ad\u30b9\u30c8\u3067\u3042\u308a\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u6bce\u56de\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u5f8c\u7d9a\u51e6\u7406\u306b\u6e21\u3059\u5834\u5408\u306f\u3001\u6b21\u306b\u7d39\u4ecb\u3059\u308bStructured Output\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9:<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\"><a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/image-understanding\" class=\"Ext\">Gemini API: Image understanding<\/a><\/li>\n<\/ul>\n<h4 id=\"section-4-2\" class=\"Heading Title Title--s\">Structured Output\u3067\u51fa\u529b\u3092\u5b89\u5b9a\u3055\u305b\u308b<\/h4>\n<p>\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u3082\u300cJSON\u3067\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6307\u793a\u3059\u308c\u3070\u3001\u305d\u308c\u3089\u3057\u3044JSON\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u308b\u6307\u793a\u306f\u3042\u304f\u307e\u3067&quot;\u304a\u9858\u3044&quot;\u306b\u904e\u304e\u307e\u305b\u3093\u3002\u5b9f\u969b\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u554f\u984c\u304c\u8d77\u3053\u308a\u3048\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">JSON\u306e\u524d\u5f8c\u306b\u8aac\u660e\u6587\u304c\u3064\u3044\u3066\u3057\u307e\u3044\u3001\u30d1\u30fc\u30b9\u306b\u5931\u6557\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u30ad\u30fc\u540d\u304c\u63fa\u308c\u308b\uff08&quot;\u5408\u8a08\u91d1\u984d&quot; \u304c &quot;\u5408\u8a08&quot; \u3084 &quot;total&quot; \u306b\u306a\u308b\u306a\u3069\uff09<\/li>\n<li class=\"Base-list__child\">\u671f\u5f85\u3057\u3066\u3044\u306a\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u8ffd\u52a0\u3055\u308c\u308b<\/li>\n<\/ul>\n<p>\u3053\u3046\u3057\u305f\u554f\u984c\u306f\u3001\u753b\u50cf\u89e3\u6790\u306e\u3088\u3046\u306b\u5165\u529b\u304c\u6bce\u56de\u7570\u306a\u308b\u30b1\u30fc\u30b9\u3067\u306f\u7279\u306b\u8d77\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u6d3b\u7528\u3057\u305f\u3044\u306e\u304c<strong>Structured Output\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09<\/strong>\u3067\u3059\u3002Pydantic\u3067\u30b9\u30ad\u30fc\u30de\u3092\u5b9a\u7fa9\u3057\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u5f62\u5f0f\u3092API\u30ec\u30d9\u30eb\u3067\u5f37\u5236\u3059\u308b\u3053\u3068\u3067\u3001\u5b89\u5b9a\u3057\u305fJSON\u51fa\u529b\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/structured-outputs-basics-and-practice.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/03\/structured-outputs-basics-and-practice-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">Structured Outputs\u306e\u57fa\u672c\u3068\u5b9f\u8df5<\/div><\/div><\/a>\n<p>\u4ee5\u4e0b\u306f\u3001\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092Pydantic\u30e2\u30c7\u30eb\u3067\u5b9a\u7fa9\u3057\u305f\u4f8b\u3067\u3059\u3002<\/p>\n<pre class=\"Copy\"><code>\r\nfrom google import genai\r\nfrom PIL import Image\r\nfrom pydantic import BaseModel, Field\r\n\r\nclass InvoiceItem(BaseModel):\r\n    item_name: str = Field(description=&quot;\u54c1\u540d&quot;)\r\n    amount: int = Field(description=&quot;\u91d1\u984d\uff08\u5186\uff09&quot;)\r\n\r\nclass Invoice(BaseModel):\r\n    invoice_number: str = Field(description=&quot;\u8acb\u6c42\u66f8\u756a\u53f7&quot;)\r\n    invoice_date: str = Field(description=&quot;\u8acb\u6c42\u65e5\uff08YYYY-MM-DD\u5f62\u5f0f\uff09&quot;)\r\n    client_name: str = Field(description=&quot;\u8acb\u6c42\u5148\u306e\u4f1a\u793e\u540d&quot;)\r\n    description: str = Field(description=&quot;\u5185\u5bb9&quot;)\r\n    items: list[InvoiceItem] = Field(description=&quot;\u660e\u7d30&quot;)\r\n    subtotal: int = Field(description=&quot;\u5c0f\u8a08\uff08\u5186\uff09&quot;)\r\n    tax_rate: float = Field(description=&quot;\u7a0e\u7387&quot;)\r\n    total_amount: int = Field(description=&quot;\u5408\u8a08\u91d1\u984d\uff08\u7a0e\u8fbc\u3001\u5186\uff09&quot;)\r\n\r\nclient = genai.Client()\r\n\r\nimage = Image.open(&quot;invoice_sample.png&quot;)\r\n\r\nresponse = client.models.generate_content(\r\n    model=&quot;gemini-2.5-flash&quot;,\r\n    contents=[\r\n        &quot;\u3053\u306e\u8acb\u6c42\u66f8\u306e\u5185\u5bb9\u3092\u8aad\u307f\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002&quot;,\r\n        image,\r\n    ],\r\n    config={\r\n        &quot;response_mime_type&quot;: &quot;application\/json&quot;,\r\n        &quot;response_schema&quot;: Invoice,\r\n    },\r\n)\r\n\r\n# \u30d1\u30fc\u30b9\u6e08\u307f\u306ePydantic\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\r\ninvoice = response.parsed\r\nprint(invoice)\r\n<\/code><\/pre>\n<p><span class=\"Post-inline\">config<\/span> \u306b <span class=\"Post-inline\">response_mime_type<\/span> \u3068 <span class=\"Post-inline\">response_schema<\/span> \u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306f\u5b9a\u7fa9\u3057\u305f\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u3092\u8fd4\u3057\u307e\u3059\u3002<span class=\"Post-inline\">response_schema<\/span> \u306b\u306fPydantic\u30af\u30e9\u30b9\u3092\u305d\u306e\u307e\u307e\u6e21\u305b\u307e\u3059\u3002\u307e\u305f\u3001<span class=\"Post-inline\">response.parsed<\/span> \u3092\u4f7f\u3048\u3070\u3001\u624b\u52d5\u3067JSON\u3092\u30d1\u30fc\u30b9\u3059\u308b\u5fc5\u8981\u3082\u306a\u304f\u3001Pydantic\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u76f4\u63a5\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9:<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\"><a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output\" class=\"Ext\">Gemini API: Structured output<\/a><\/li>\n<\/ul>\n<h4 id=\"section-4-3\" class=\"Heading Title Title--s\">Structured Output\u3067\u306e\u5b9f\u884c\u7d50\u679c<\/h4>\n<p>\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u8acb\u6c42\u66f8\u306e\u753b\u50cf\u306b\u5bfe\u3057\u3066\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306aJSON\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"Copy\"><code>\r\n{\r\n  &quot;invoice_number&quot;: &quot;432789&quot;,\r\n  &quot;invoice_date&quot;: &quot;2026-03-25&quot;,\r\n  &quot;client_name&quot;: &quot;Tech Fun \u30c6\u30b9\u30c8\u682a\u5f0f\u4f1a\u793e&quot;,\r\n  &quot;description&quot;: &quot;\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9&quot;,\r\n  &quot;items&quot;: [\r\n    { &quot;item_name&quot;: &quot;\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af&quot;, &quot;amount&quot;: 0 },\r\n    { &quot;item_name&quot;: &quot;\u691c\u8a3c\uff08PoC\uff09\u30d1\u30c3\u30af&quot;, &quot;amount&quot;: 1000000 }\r\n  ],\r\n  &quot;subtotal&quot;: 1000000,\r\n  &quot;tax_rate&quot;: 0.1,\r\n  &quot;total_amount&quot;: 1100000\r\n}\r\n<\/code><\/pre>\n<p>\u30b9\u30ad\u30fc\u30de\u3067\u5b9a\u7fa9\u3057\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u30fb\u578b\u306b\u6cbf\u3063\u305f\u51fa\u529b\u304c\u5f97\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u307f\u3067\u6307\u793a\u3059\u308b\u5834\u5408\u3068\u6bd4\u3079\u3066\u30d1\u30fc\u30b9\u30a8\u30e9\u30fc\u306e\u30ea\u30b9\u30af\u3092\u5927\u5e45\u306b\u6e1b\u3089\u305b\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u3067\u3042\u308b\u4ee5\u4e0a\u3001\u307e\u308c\u306b\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u304c\u8fd4\u308b\u53ef\u80fd\u6027\u306f\u30bc\u30ed\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u5f8c\u7d9a\u51e6\u7406\u3067\u306f\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3092\u5165\u308c\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"section-4-4\" class=\"Heading Title Title--s\">\u30c7\u30e2\u306e\u7cbe\u5ea6\u306b\u3064\u3044\u3066<\/h4>\n<p>\u4eca\u56de\u306e\u30c7\u30e2\u3067\u306f\u3001\u8aad\u307f\u53d6\u308a\u3084\u3059\u3044\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u30b5\u30f3\u30d7\u30eb\u8acb\u6c42\u66f8\u3092\u7528\u610f\u3057\u3066\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u6b63\u78ba\u306b\u8aad\u307f\u53d6\u308c\u3066\u3044\u307e\u3059\u304c\u3001<strong>\u5b9f\u969b\u306e\u696d\u52d9\u3067\u6271\u3046\u66f8\u985e\u3067\u306f\u540c\u3058\u7cbe\u5ea6\u304c\u51fa\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093<\/strong>\u3002\u624b\u66f8\u304d\u306e\u6587\u5b57\u3001\u8907\u96d1\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u3001\u4f4e\u89e3\u50cf\u5ea6\u306e\u30b9\u30ad\u30e3\u30f3\u753b\u50cf\u306a\u3069\u3001\u6761\u4ef6\u304c\u5909\u308f\u308b\u3068\u7cbe\u5ea6\u306f\u5927\u304d\u304f\u5909\u52d5\u3057\u307e\u3059\u3002<br \/>\n\u300c\u81ea\u5206\u306e\u696d\u52d9\u3067\u3082\u4f7f\u3048\u305d\u3046\u3060\u300d\u3068\u611f\u3058\u305f\u65b9\u306f\u3001\u307e\u305a<strong>\u5b9f\u969b\u306b\u51e6\u7406\u3057\u305f\u3044\u66f8\u985e\u3067\u7cbe\u5ea6\u691c\u8a3c\u3092\u884c\u3046<\/strong>\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u671f\u5f85\u3059\u308b\u7cbe\u5ea6\u304c\u51fa\u308b\u304b\u3001\u3069\u306e\u30e2\u30c7\u30eb\u304c\u6700\u9069\u304b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5de5\u592b\u3067\u3069\u3053\u307e\u3067\u6539\u5584\u3067\u304d\u308b\u304b\u306f\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u3067\u8a66\u3057\u3066\u307f\u306a\u3051\u308c\u3070\u308f\u304b\u308a\u307e\u305b\u3093\u3002<br \/>\n\u5f0a\u793eTech Fun\u3067\u306f\u3001<a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\u306b\u3066\u3001\u751f\u6210AI\u304c\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u304b\u306e\u8a3a\u65ad\u3092\u7121\u6599\u3067\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u3053\u306e\u66f8\u985e\u3092\u81ea\u52d5\u3067\u8aad\u307f\u53d6\u308c\u308b\u304b\u8a66\u3057\u3066\u307f\u305f\u3044\u300d\u3068\u3044\u3063\u305f\u6bb5\u968e\u304b\u3089\u3054\u76f8\u8ac7\u3044\u305f\u3060\u3051\u307e\u3059\u306e\u3067\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u30b3\u30c4<\/h3>\n<p>\u753b\u50cf\u89e3\u6790\u306e\u7cbe\u5ea6\u306f\u3001\u753b\u50cf\u306e\u54c1\u8cea\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u66f8\u304d\u65b9\u306b\u5927\u304d\u304f\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4 id=\"section-5-1\" class=\"Heading Title Title--s\">\u753b\u50cf\u5074\u306e\u30dd\u30a4\u30f3\u30c8<\/h4>\n<table class=\"Base-table\">\n<tr>\n<th>\u30dd\u30a4\u30f3\u30c8<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<tr>\n<td>\u89e3\u50cf\u5ea6<\/td>\n<td>\u6587\u5b57\u304c\u8aad\u3081\u308b\u7a0b\u5ea6\u306e\u89e3\u50cf\u5ea6\u3092\u78ba\u4fdd\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30c8\u30ea\u30df\u30f3\u30b0<\/td>\n<td>\u4e0d\u8981\u306a\u4f59\u767d\u3084\u95a2\u4fc2\u306a\u3044\u9818\u57df\u306f\u4e8b\u524d\u306b\u30ab\u30c3\u30c8\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8<\/td>\n<td>\u6587\u5b57\u3068\u80cc\u666f\u306e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u304c\u4f4e\u3044\u3068\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u304c\u843d\u3061\u308b<\/td>\n<\/tr>\n<\/table>\n<h4 id=\"section-5-2\" class=\"Heading Title Title--s\">\u30d7\u30ed\u30f3\u30d7\u30c8\u5074\u306e\u30dd\u30a4\u30f3\u30c8<\/h4>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        \u4f55\u3092\u8aad\u307f\u53d6\u3063\u3066\u307b\u3057\u3044\u304b\u660e\u793a\u3059\u308b<\/p>\n<div class=\"List-description\">\u3053\u306e\u753b\u50cf\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3088\u308a\u300c\u3053\u306e\u753b\u50cf\u304b\u3089\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u96fb\u8a71\u756a\u53f7\u3092\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u65b9\u304c\u7cbe\u5ea6\u304c\u9ad8\u3044<\/div>\n<\/li>\n<li class=\"Base-list__child\">\n        \u51fa\u529b\u5f62\u5f0f\u3092\u6307\u5b9a\u3059\u308b<\/p>\n<div class=\"List-description\">JSON\u3001\u30c6\u30fc\u30d6\u30eb\u3001\u7b87\u6761\u66f8\u304d\u306a\u3069\u3001\u671f\u5f85\u3059\u308b\u5f62\u5f0f\u3092\u4f1d\u3048\u308b<\/div>\n<\/li>\n<li class=\"Base-list__child\">\n        \u8907\u6570\u753b\u50cf\u306f\u5206\u3051\u3066\u6e21\u3059<\/p>\n<div class=\"List-description\">1\u3064\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u591a\u6570\u306e\u753b\u50cf\u3092\u8a70\u3081\u8fbc\u3080\u3088\u308a\u30011\u301c2\u679a\u305a\u3064\u51e6\u7406\u3059\u308b\u65b9\u304c\u5b89\u5b9a\u3059\u308b<\/div>\n<\/li>\n<\/ol>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">\u6ce8\u610f\u70b9\u3068\u9650\u754c<\/h3>\n<p>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306f\u5f37\u529b\u3067\u3059\u304c\u3001\u4e07\u80fd\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5c0e\u5165\u524d\u306b\u62bc\u3055\u3048\u3066\u304a\u304f\u3079\u304d\u6ce8\u610f\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-6-1\" class=\"Heading Title Title--s\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5e7b\u899a\uff09<\/h4>\n<p>\u753b\u50cf\u306b\u542b\u307e\u308c\u306a\u3044\u60c5\u5831\u3092\u300c\u8aad\u307f\u53d6\u3063\u305f\u300d\u304b\u306e\u3088\u3046\u306b\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u4f4e\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u3084\u5224\u8aad\u56f0\u96e3\u306a\u6587\u5b57\u306b\u5bfe\u3057\u3066\u3053\u306e\u50be\u5411\u304c\u5f37\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u91d1\u984d\u3084\u65e5\u4ed8\u306a\u3069\u3001\u696d\u52d9\u4e0a\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u60c5\u5831\u306f<strong>\u5fc5\u305a\u4eba\u9593\u304c\u78ba\u8a8d\u3059\u308b\u904b\u7528<\/strong>\u3092\u7d44\u307f\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<h4 id=\"section-6-2\" class=\"Heading Title Title--s\">\u6a5f\u5bc6\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044<\/h4>\n<p>\u753b\u50cf\u3092API\u306b\u9001\u4fe1\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u305d\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u304c\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u51e6\u7406\u3055\u308c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u753b\u50cf\uff08\u8eab\u5206\u8a3c\u3001\u533b\u7642\u8a18\u9332\u306a\u3069\uff09\u306f\u9001\u4fe1\u524d\u306b\u30de\u30b9\u30ad\u30f3\u30b0\u3092\u691c\u8a0e\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u30c7\u30fc\u30bf\u5229\u7528\u30dd\u30ea\u30b7\u30fc\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066Amazon Bedrock\u3084Azure OpenAI Service\u306a\u3069\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u74b0\u5883\u3092\u9078\u629e\u3059\u308b<\/li>\n<\/ul>\n<p>\u6a5f\u5bc6\u60c5\u5831\u3068\u751f\u6210AI\u306e\u95a2\u4fc2\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3082\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/generative-ai-sensitive-info-legal-risk.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2025\/12\/generative-ai-sensitive-info-legal-risk-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u751f\u6210AI\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u6e21\u3057\u3066\u3044\u3044\u306e\uff1f<\/div><\/div><\/a>\n<h4 id=\"section-6-3\" class=\"Heading Title Title--s\">\u56fa\u6709\u540d\u8a5e\u306e\u8aa4\u8a8d\u8b58<\/h4>\n<p>\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u4e2d\u3067\u898b\u305f\u3053\u3068\u306e\u306a\u3044\u56fa\u6709\u540d\u8a5e\u2014\u2014\u793e\u5185\u7528\u8a9e\u3001\u72ec\u81ea\u306e\u88fd\u54c1\u540d\u3001\u30cb\u30c3\u30c1\u306a\u696d\u754c\u306e\u7565\u8a9e\u306a\u3069\u2014\u2014\u306f\u3001\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u304c\u843d\u3061\u3084\u3059\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u753b\u50cf\u304b\u3089\u6587\u5b57\u3068\u3057\u3066\u306f\u6b63\u3057\u304f\u8a8d\u8b58\u3067\u304d\u3066\u3044\u3066\u3082\u3001\u305d\u308c\u3092<strong>\u5225\u306e\u65e2\u77e5\u306e\u5358\u8a9e\u306b\u300c\u88dc\u6b63\u300d\u3057\u3066\u3057\u307e\u3046<\/strong>\u30b1\u30fc\u30b9\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\u56fa\u6709\u540d\u8a5e\u306e\u6b63\u78ba\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u306f\u3001\u51fa\u529b\u7d50\u679c\u306e\u7167\u5408\u3092\u5fc5\u305a\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001\u7528\u8a9e\u304c\u3042\u3089\u304b\u3058\u3081\u6c7a\u307e\u3063\u3066\u308b\u5834\u5408\u306f\u5c02\u9580\u7528\u8a9e\u96c6\u3092\u6e21\u3059\u306e\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n<h4 id=\"section-6-4\" class=\"Heading Title Title--s\">\u82e6\u624b\u306a\u5165\u529b\u306e\u6574\u7406<\/h4>\n<p>\u672c\u8a18\u4e8b\u306e\u300c\u753b\u50cf\u89e3\u6790\u3067\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u300d\u3067\u3082\u89e6\u308c\u307e\u3057\u305f\u304c\u3001\u73fe\u6642\u70b9\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306b\u306f\u660e\u78ba\u306a\u82e6\u624b\u5206\u91ce\u304c\u3042\u308a\u307e\u3059\u3002\u6539\u3081\u3066\u6574\u7406\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u82e6\u624b\u306a\u5165\u529b<\/th>\n<th>\u5177\u4f53\u4f8b<\/th>\n<th>\u73fe\u72b6\u306e\u7cbe\u5ea6<\/th>\n<\/tr>\n<tr>\n<td>\u8a2d\u8a08\u56f3\u30fb\u56de\u8def\u56f3\u30fb\u8907\u96d1\u306a\u69cb\u6210\u56f3<\/td>\n<td>CAD\u56f3\u9762\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u6210\u56f3<\/td>\n<td>\u5b9f\u7528\u306b\u8010\u3048\u306a\u3044\u30b1\u30fc\u30b9\u304c\u591a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u624b\u66f8\u304d\u6587\u5b57<\/td>\n<td>\u5d29\u3057\u5b57\u3001\u8d70\u308a\u66f8\u304d\u3001\u30e1\u30e2<\/td>\n<td>\u6587\u5b57\u306e\u4e0a\u624b\u3044\u30fb\u4e0b\u624b\u306b\u5927\u304d\u304f\u4f9d\u5b58<\/td>\n<\/tr>\n<tr>\n<td>\u5fae\u7d30\u306a\u7570\u5e38\u306e\u691c\u51fa<\/td>\n<td>\u8a2d\u5099\u306e\u5c0f\u3055\u306a\u52a3\u5316\u3001\u5fae\u5c0f\u306a\u50b7<\/td>\n<td>\u4eba\u9593\u306e\u76ee\u8996\u3092\u4ee3\u66ff\u3059\u308b\u30ec\u30d9\u30eb\u306b\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u6975\u7aef\u306b\u5c0f\u3055\u3044\u6587\u5b57\u3084\u5bc6\u306a\u30ec\u30a4\u30a2\u30a6\u30c8<\/td>\n<td>\u7d30\u304b\u3044\u8868\u3001\u6ce8\u91c8\u3060\u3089\u3051\u306e\u8cc7\u6599<\/td>\n<td>\u8aad\u307f\u98db\u3070\u3057\u3084\u8aa4\u8a8d\u8b58\u304c\u767a\u751f\u3057\u3084\u3059\u3044<\/td>\n<\/tr>\n<\/table>\n<p>\u300c\u3067\u304d\u308b\u3053\u3068\u300d\u3068\u300c\u5b9f\u7528\u306b\u8010\u3048\u308b\u3053\u3068\u300d\u306f\u5225\u3067\u3059\u3002\u5c0e\u5165\u524d\u306b\u304b\u306a\u3089\u305a\u5bfe\u8c61\u30c7\u30fc\u30bf\u3067\u7cbe\u5ea6\u691c\u8a3c\u3092\u884c\u3044\u3001\u671f\u5f85\u5024\u3092\u5408\u308f\u305b\u305f\u3046\u3048\u3067\u904b\u7528\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">\u307e\u3068\u3081<\/h3>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u306a\u3069\u8907\u6570\u306e\u60c5\u5831\u5f62\u5f0f\u3092\u6271\u3048\u308bAI\u306e\u3053\u3068<\/li>\n<li class=\"Base-list__child\">\u4e3b\u8981\u306aLLM\u306f\u753b\u50cf\u5165\u529b\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001API\u304b\u3089\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3067\u753b\u50cf\u89e3\u6790\u3092\u8a66\u305b\u308b<\/li>\n<li class=\"Base-list__child\">\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u3001UI\u30ec\u30d3\u30e5\u30fc\u3001\u30b0\u30e9\u30d5\u306e\u89e3\u91c8\u306a\u3069\u3001\u696d\u52d9\u3067\u306e\u6d3b\u7528\u30b7\u30fc\u30f3\u306f\u5e45\u5e83\u3044<\/li>\n<li class=\"Base-list__child\">\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u306b\u306f\u3001\u753b\u50cf\u306e\u54c1\u8cea\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5177\u4f53\u6027\u304c\u91cd\u8981<\/li>\n<li class=\"Base-list__child\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3084\u6a5f\u5bc6\u60c5\u5831\u306e\u6271\u3044\u306a\u3069\u3001\u904b\u7528\u4e0a\u306e\u6ce8\u610f\u70b9\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u5c0e\u5165\u3059\u308b<\/li>\n<\/ul>\n<p>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306f\u300c\u30c6\u30ad\u30b9\u30c8\u306e\u6b21\u300d\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u304c\u3061\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u696d\u52d9\u306e\u4e2d\u306b\u753b\u50cf\u30fb\u66f8\u985e\u30fb\u56f3\u8868\u306f\u3059\u3067\u306b\u5927\u91cf\u306b\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u306e\u9069\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u7b2c\u4e00\u6b69\u3068\u3057\u3066\u3001\u307e\u305a\u306f\u624b\u5143\u306e\u753b\u50cf\u30921\u679aAPI\u306b\u6e21\u3057\u3066\u307f\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u3054\u7d39\u4ecb<\/h3>\n<p>Tech Fun\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u5411\u3051\u305f\u652f\u63f4\u30923\u3064\u306e\u30d1\u30c3\u30af\u3067\u3054\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\uff1a\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u73fe\u72b6\u3092\u7121\u6599\u3067\u8a3a\u65ad\u3057\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u30ec\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/poc\/\" 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