{"id":17326,"date":"2026-08-28T13:08:44","date_gmt":"2026-08-28T04:08:44","guid":{"rendered":"https:\/\/mirai-works.co.jp\/business-pro\/?p=17326"},"modified":"2026-08-28T14:47:20","modified_gmt":"2026-08-28T05:47:20","slug":"%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%abllm%e3%81%a8%e3%81%af%ef%bc%9f%e4%bc%81%e6%a5%ad%e3%81%8c%e5%b0%8e%e5%85%a5%e3%81%99%e3%82%8b%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%82%84%e6%a7%8b%e7%af%89","status":"publish","type":"post","link":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/","title":{"rendered":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png\" alt=\"\" width=\"700\" height=\"440\" class=\"aligncenter size-full wp-image-17327\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png 700w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9-300x189.png 300w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n<p>\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u3084\u793e\u5185PC\u4e0a\u3067\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u904b\u7528\u3059\u308b\u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d\u3067\u3059\u3002\u8fd1\u5e74\u306f\u3001Llama 3\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u9ad8\u6027\u80fd\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u304c\u7d9a\u3005\u3068\u767b\u5834\u3057\u3001\u4ee5\u524d\u306b\u6bd4\u3079\u3066\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u306e\u30cf\u30fc\u30c9\u30eb\u306f\u5927\u304d\u304f\u4e0b\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3092\u306f\u3058\u3081\u3001\u30af\u30e9\u30a6\u30c9\u578bLLM\u3068\u306e\u9055\u3044\u3001\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u306a\u3069\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u308c\u304b\u3089\u793e\u5185\u5411\u3051AI\u57fa\u76e4\u306e\u69cb\u7bc9\u3092\u691c\u8a0e\u3057\u3066\u3044\u308bIT\u62c5\u5f53\u8005\u3084\u7d4c\u55b6\u5c64\u306e\u65b9\u306f\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"list-box q_frame related-posts\"><p>\u95a2\u9023\u8a18\u4e8b<\/p><div class=\"related-posts__list\"><a class=\"related-posts__item\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/azure-openai-service-local\/\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/219-300x169.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/219-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/219-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/219-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/219-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/219.png 1672w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><div class=\"related-posts__title\">Azure OpenAI Service\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u4f7f\u3046\u65b9\u6cd5\uff5cFo...<\/div><\/a><\/div><\/div>\n<div style=\"background: #F1F1F1; padding: 15px; border: 4px inset #787878; border-radius: 10px; word-break: break-all;\">\n\u25a0\u76ee\u6b21<\/p>\n<ol>\n<li><a href=\"#A\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f<\/span><\/a><\/li>\n<li><a href=\"#B\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u80cc\u666f<\/span><\/a><\/li>\n<li><a href=\"#C\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c83\u3064<\/span><\/a><\/li>\n<li><a href=\"#D\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u306b\u3088\u308a\u696d\u52d9\u52b9\u7387\u5316\u3067\u304d\u308b\u30b7\u30fc\u30f34\u3064<\/span><\/a><\/li>\n<li><a href=\"#E\"><span style=\"color: #3366ff; text-decoration: underline;\">\u3010\u696d\u754c\u5225\u3011\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6d3b\u7528\u4e8b\u4f8b3\u3064<\/span><\/a><\/li>\n<li><a href=\"#F\"><span style=\"color: #3366ff; text-decoration: underline;\">\u65e5\u672c\u8a9e\u306b\u5f37\u3044\u30ed\u30fc\u30ab\u30ebLLM\u306b\u304a\u3059\u3059\u3081\u306e\u4e3b\u8981\u30e2\u30c7\u30eb5\u9078<\/span><\/a><\/li>\n<li><a href=\"#G\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u306b\u5fc5\u8981\u306aPC\u30b9\u30da\u30c3\u30af\u3068\u74b0\u5883<\/span><\/a><\/li>\n<li><a href=\"#H\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b4\u30b9\u30c6\u30c3\u30d7<\/span><\/a><\/li>\n<li><a href=\"#I\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b92\u3064<\/span><\/a><\/li>\n<li><a href=\"#J\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u30fbDX\u63a8\u9032\u306f\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u3078\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/span><\/a><\/li>\n<li><a href=\"#K\"><span style=\"color: #3366ff; text-decoration: underline;\">\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u306b\u3088\u308bDX\u63a8\u9032\u4e8b\u4f8b<\/span><\/a><\/li>\n<li><a href=\"#L\"><span style=\"color: #3366ff; text-decoration: underline;\">\u307e\u3068\u3081<\/span><\/a><\/li>\n<\/ol>\n<\/div>\n<p><a id=\"banner_jirei_ai_1_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/ai_success\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12316\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc.png\" alt=\"\" width=\"1200\" height=\"360\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc.png 1200w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc-300x90.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc-1024x307.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc-768x230.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h2 id=\"A\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\u3001<span class=\"q_underline q_underline1\"><strong>\u81ea\u8eab\u306ePC\u3084\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u3053\u3068<\/strong><\/span>\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u4e0a\u306eAI\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u7570\u306a\u308a\u3001AI\u30e2\u30c7\u30eb\u3092\u81ea\u793e\u74b0\u5883\u3078\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5229\u7528\u3059\u308b\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u3092\u5fc5\u9808\u3068\u3059\u308b\u3053\u3068\u306a\u304f\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u3082\u751f\u6210AI\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u578bLLM\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u4e8b\u696d\u8005\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u3001\u51e6\u7406\u304c\u884c\u308f\u308c\u308b\u4e00\u65b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u3092\u81ea\u793ePC\u3084\u30b5\u30fc\u30d0\u30fc\u5185\u3067\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u304c\u5916\u90e8\u3078\u9001\u4fe1\u3055\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u793e\u5916\u79d8\u306e\u6587\u66f8\u3001\u8a2d\u8a08\u30c7\u30fc\u30bf\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u3092\u6271\u3046\u4f01\u696d\u3067\u3082\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3092\u6291\u3048\u306a\u304c\u3089\u751f\u6210AI\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u81ea\u793e\u306e\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u30e2\u30c7\u30eb\u3092\u518d\u5b66\u7fd2\u30fb\u5fae\u8abf\u6574\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u3067\u304d\u308b\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u81ea\u793e\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u793e\u5185\u898f\u7a0b\u3001\u88fd\u54c1\u60c5\u5831\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306a\u3069\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u696d\u754c\u3084\u696d\u52d9\u306b\u7279\u5316\u3057\u305fAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u6c4e\u7528\u7684\u306aAI\u3067\u306f\u96e3\u3057\u3044\u5c02\u9580\u77e5\u8b58\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u56de\u7b54\u7cbe\u5ea6\u3084\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u30af\u30e9\u30a6\u30c9\u578bLLM\u3068\u306e\u6bd4\u8f03<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u5bfe\u6bd4\u3055\u308c\u308b\u306e\u304c\u3001ChatGPT\u3001Gemini\u3001Claude\u3001Microsoft Copilot\u306a\u3069\u306e\u300c\u30af\u30e9\u30a6\u30c9\u578bLLM\u300d\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u306e\u672c\u4f53\u306fOpenAI\u3001Google\u3001Anthropic\u306a\u3069\u304c\u7ba1\u7406\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u7a3c\u50cd\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u8cea\u554f\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u3001\u305d\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u63a8\u8ad6\u51e6\u7406\u304c\u884c\u308f\u308c\u305f\u5f8c\u3067\u56de\u7b54\u304c\u8fd4\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u578bLLM\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u9ad8\u6027\u80fd\u306aPC\u3084GPU\u3092\u7528\u610f\u3057\u306a\u304f\u3066\u3082\u30d6\u30e9\u30a6\u30b6\u3084\u30a2\u30d7\u30ea\u304b\u3089\u624b\u8efd\u306b\u6700\u65b0\u306eAI\u3092\u5229\u7528\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u51e6\u7406\u306f\u3059\u3079\u3066\u30af\u30e9\u30a6\u30c9\u5074\u3067\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u81ea\u8eab\u306ePC\u306b\u5927\u304d\u306a\u8ca0\u8377\u304c\u304b\u304b\u308b\u3053\u3068\u3082\u306a\u304f\u3001\u5c0e\u5165\u3084\u904b\u7528\u306e\u624b\u9593\u3082\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>AI\u30e2\u30c7\u30eb\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3082\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u8005\u304c\u884c\u3046\u305f\u3081\u3001\u5e38\u306b\u6700\u65b0\u6a5f\u80fd\u3092\u5229\u7528\u3067\u304d\u308b\u70b9\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n<\/div>\n<p>\u4e00\u65b9\u3067\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u306f\u4e00\u5ea6\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3067\u51e6\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3001\u500b\u4eba\u60c5\u5831\u3001\u672a\u516c\u958b\u306e\u8a2d\u8a08\u8cc7\u6599\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u3092\u5165\u529b\u3059\u308b\u969b\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u591a\u304f\u306e\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u8b1b\u3058\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u4f01\u696d\u306b\u3088\u3063\u3066\u306f\u60c5\u5831\u7ba1\u7406\u30dd\u30ea\u30b7\u30fc\u3084\u696d\u754c\u306e\u898f\u5236\u306b\u3088\u308a\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u9001\u4fe1\u81ea\u4f53\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u4ed6\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306e\u4e3b\u306a\u9055\u3044\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u30af\u30e9\u30a6\u30c9LLM<\/th>\n<th>\u30ed\u30fc\u30ab\u30ebLLM<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7ba1\u7406\u4e3b\u4f53<\/td>\n<td>\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u4f01\u696d\uff08OpenAI\u3084Google\u306a\u3069\u306e\u5916\u90e8\u4f01\u696d\uff09<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\uff08\u500b\u4eba\u306ePC\u3084\u81ea\u793e\u306e\u30ed\u30fc\u30ab\u30eb\u30b5\u30fc\u30d0\u30fc\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u6027<\/td>\n<td>\u5165\u529b\u30c7\u30fc\u30bf\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u7d4c\u7531\u3057\u3001\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u4fe1\u3055\u308c\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u5165\u529b\u306b\u306f\u4e0d\u5411\u304d<\/td>\n<td>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3057\u306a\u304f\u3066\u3082\u51e6\u7406\u304c\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3082\u6f0f\u6d29\u3057\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/td>\n<td>\u63d0\u4f9b\u5143\u304c\u7528\u610f\u3057\u305f\u6a5f\u80fd\u306e\u7bc4\u56f2\u5185\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u8abf\u6574\u3084\u4e00\u90e8\u306eAPI\u9023\u643a\u306a\u3069\uff09<\/td>\n<td>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u3092\u81ea\u7531\u306b\u6539\u5909\u3057\u305f\u308a\u3001\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u72ec\u81ea\u306e\u8ffd\u52a0\u5b66\u7fd2\u304c\u53ef\u80fd<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30b9\u30c8<\/td>\n<td>\u521d\u671f\u8cbb\u75280\u5186\u304b\u3089\u59cb\u3081\u3089\u308c\u308b\u3002\u6708\u984d\u30fb\u5f93\u91cf\u8ab2\u91d1<\/td>\n<td>\u521d\u671f\u6295\u8cc7\u304c\u5fc5\u8981\u3002\u904b\u7528\u8cbb\u306f\u57fa\u672c\u7684\u306b\u304b\u304b\u3089\u306a\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u30ed\u30fc\u30ab\u30ebLLM\u3001\u624b\u8efd\u3055\u3084\u6700\u65b0\u6027\u80fd\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u306f\u30af\u30e9\u30a6\u30c9\u578bLLM\u3068\u3044\u3046\u3088\u3046\u306b\u3001<span class=\"q_underline q_underline1\"><strong>\u7528\u9014\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u91cd\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<h2 id=\"B\">\u30ed\u30fc\u30ab\u30ebLLM\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u80cc\u666f<\/h2>\n<p>\u8fd1\u5e74\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u4f01\u696d\u3067\u3082\u6587\u7ae0\u4f5c\u6210\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u306b\u304a\u3044\u3066AI\u3092\u6d3b\u7528\u3059\u308b\u30b1\u30fc\u30b9\u304c\u6025\u901f\u306b\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u751f\u6210AI\u306e\u5229\u7528\u304c\u5e83\u304c\u308b\u306b\u3064\u308c\u3066\u300c\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3057\u305f\u304f\u306a\u3044\u300d\u3068\u3044\u3046\u8ab2\u984c\u3082\u9855\u5728\u5316\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u578bLLM\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3057\u3066\u51e6\u7406\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5229\u7528\u65b9\u6cd5\u306b\u3088\u3063\u3066\u306f\u793e\u5185\u898f\u7a0b\u3084\u696d\u754c\u306e\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306b\u62b5\u89e6\u3057\u305f\u308a\u300c\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304cAI\u306e\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u4e0d\u5b89\u3092\u611f\u3058\u305f\u308a\u3059\u308b\u4f01\u696d\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u80cc\u666f\u304b\u3089\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001<span class=\"q_underline q_underline1\"><strong>\u81ea\u793e\u74b0\u5883\u5185\u3067\u3059\u3079\u3066\u306e\u51e6\u7406\u3092\u5b8c\u7d50\u3067\u304d\u308b\u30ed\u30fc\u30ab\u30ebLLM<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3042\u308c\u3070\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u3078\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304fAI\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u696d\u52d9\u3067\u3082\u5c0e\u5165\u3057\u3084\u3059\u304f\u3001\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4f01\u696d\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u3001AI\u30e2\u30c7\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u305f\u3081\u3001\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u696d\u52d9\u624b\u9806\u66f8\u3001\u88fd\u54c1\u60c5\u5831\u3001\u6280\u8853\u6587\u66f8\u3001FAQ\u306a\u3069\u3092\u5b66\u7fd2\u30fb\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u6c4e\u7528AI\u3067\u306f\u96e3\u3057\u3044\u5c02\u9580\u7684\u306a\u8cea\u554f\u306b\u3082\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u306a\u308b\u305f\u3081\u3001\u696d\u52d9\u52b9\u7387\u5316\u3084\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u4fc3\u9032\u306b\u3082\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u7279\u5fb4\u304b\u3089\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u91d1\u878d\u6a5f\u95a2\u3084\u533b\u7642\u6a5f\u95a2\u3001\u5b98\u516c\u5e81\u3001\u88fd\u9020\u696d\u3001\u7814\u7a76\u6a5f\u95a2\u306a\u3069\u3001\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u754c\u3092\u4e2d\u5fc3\u306b\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u72ec\u81ea\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305fAI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u305f\u3044\u4f01\u696d\u306b\u3068\u3063\u3066\u3082\u3001\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<\/div>\n<h2 id=\"C\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c83\u3064<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u5358\u306b\u793e\u5185\u3067AI\u3092\u5229\u7528\u3067\u304d\u308b\u70b9\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6a5f\u5bc6\u60c5\u5831\u3092\u5b89\u5168\u306b\u6271\u3048\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6027\u306e\u9ad8\u3055\u306b\u52a0\u3048\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3084\u81ea\u793e\u696d\u52d9\u306b\u5408\u308f\u305b\u305fAI\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306a\u3069\u3001\u4f01\u696d\u3067\u4f7f\u3046\u30b7\u30fc\u30f3\u306a\u3089\u3067\u306f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9577\u671f\u7684\u306a\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a<\/li>\n<li>\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u306e\u5b89\u5b9a\u5229\u7528\u304c\u53ef\u80fd<\/li>\n<li>AI\u30e2\u30c7\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd<\/li>\n<\/ul>\n<h3>\u2460\u9577\u671f\u7684\u306a\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u3084PC\u306b\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308c\u3070API\u5229\u7528\u6599\u304c\u767a\u751f\u3057\u307e\u305b\u3093\u3002\u521d\u671f\u8cbb\u7528\u3068\u3057\u3066GPU\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u306e\u8a2d\u5099\u6295\u8cc7\u306f\u5fc5\u8981\u3067\u3059\u304c\u3001\u5c0e\u5165\u5f8c\u306b\u304b\u304b\u308b\u8cbb\u7528\u306f\u30b5\u30fc\u30d0\u30fc\u306e\u96fb\u6c17\u4ee3\u3001\u4fdd\u5b88\u30fb\u904b\u7528\u8cbb\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u66f4\u65b0\u8cbb\u7528\u306a\u3069\u304c\u4e2d\u5fc3\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4e07\u304c\u4e00\u5229\u7528\u4eba\u6570\u3084\u5229\u7528\u56de\u6570\u304c\u5897\u3048\u3066\u3082\u3001API\u5229\u7528\u6599\u306e\u3088\u3046\u306b\u30b3\u30b9\u30c8\u304c\u6bd4\u4f8b\u3057\u3066\u5897\u52a0\u3059\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u30af\u30e9\u30a6\u30c9\u578bLLM\u3067\u306f\u3001\u591a\u304f\u306e\u30b5\u30fc\u30d3\u30b9\u3067API\u306e\u5229\u7528\u91cf\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1\u5236\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5229\u7528\u56de\u6570\u3001\u30c8\u30fc\u30af\u30f3\u6570\u3001\u30e6\u30fc\u30b6\u30fc\u6570\u304c\u5897\u3048\u308b\u307b\u3069\u8cbb\u7528\u3082\u9ad8\u304f\u306a\u308b\u305f\u3081\u3001\u793e\u5185\u3067\u751f\u6210AI\u3092\u672c\u683c\u7684\u306b\u6d3b\u7528\u3059\u308b\u4f01\u696d\u307b\u3069\u3001\u6bce\u6708\u306e\u5229\u7528\u6599\u91d1\u304c\u5927\u304d\u306a\u8ca0\u62c5\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u5168\u793e\u54e1\u304c\u65e5\u5e38\u7684\u306b\u751f\u6210AI\u3092\u5229\u7528\u3059\u308b\u4f01\u696d\u3084\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3078AI\u3092\u7d44\u307f\u8fbc\u3093\u3067\u5927\u91cf\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3059\u308b\u4f01\u696d\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u65b9\u304c\u30c8\u30fc\u30bf\u30eb\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u2461\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u306e\u5b89\u5b9a\u5229\u7528\u304c\u53ef\u80fd<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u81ea\u793e\u306ePC\u3084\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067AI\u30e2\u30c7\u30eb\u304c\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u306a\u304f\u3066\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u578bLLM\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u7d4c\u7531\u3057\u3066\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3068\u901a\u4fe1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u901a\u4fe1\u969c\u5bb3\u3001\u56de\u7dda\u901f\u5ea6\u306e\u4f4e\u4e0b\u3001\u30b5\u30fc\u30d3\u30b9\u5074\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3084\u30a2\u30af\u30bb\u30b9\u96c6\u4e2d\u306e\u5f71\u97ff\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u70b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u81ea\u793e\u74b0\u5883\u5185\u3067\u51e6\u7406\u304c\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d0\u30fc\u306e\u6df7\u96d1\u72b6\u6cc1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d6\u30eb\u306b\u5de6\u53f3\u3055\u308c\u308b\u3053\u3068\u306a\u304f\u3001\u5b89\u5b9a\u3057\u305f\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u7dad\u6301\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5927\u5bb9\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u696d\u52d9\u3084\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067AI\u306e\u51e6\u7406\u7d50\u679c\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u76f8\u6027\u304c\u826f\u3044\u3053\u3068\u3082\u7279\u5fb4\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u88fd\u9020\u5de5\u5834\u306b\u304a\u3051\u308b\u8a2d\u5099\u76e3\u8996\u3084\u54c1\u8cea\u7ba1\u7406\u3001\u7814\u7a76\u6240\u3067\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u5206\u6790\u3001\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u904b\u7528\u3055\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u74b0\u5883\u3067\u3082\u554f\u984c\u306a\u304f\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u74b0\u5883\u306b\u3088\u3063\u3066\u306f\u5b8c\u5168\u306a\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u904b\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u306b\u4f9d\u5b58\u305b\u305a\u5b89\u5b9a\u3057\u305fAI\u6d3b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u696d\u52d9\u306e\u7d99\u7d9a\u6027\u3084\u53ef\u7528\u6027\u3092\u91cd\u8996\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u306f\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u2462AI\u30e2\u30c7\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eAI\u30e2\u30c7\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u3001<span class=\"q_underline q_underline1\"><strong>\u81ea\u793e\u306e\u696d\u52d9\u5185\u5bb9\u3084\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u67d4\u8edf\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/strong><\/span>\u3053\u3068\u3082\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u9069\u5316\u306b\u52a0\u3048\u3001\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u6280\u8853\u6587\u66f8\u3001\u88fd\u54c1\u60c5\u5831\u3001FAQ\u306a\u3069\u306e\u72ec\u81ea\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u308a\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u3088\u308a\u9ad8\u5ea6\u306a\u8981\u4ef6\u3067\u306f\u3001\u72ec\u81ea\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u8ffd\u52a0\u5b66\u7fd2\u3092\u884c\u3044\u3001\u5c02\u9580\u696d\u52d9\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u30af\u30e9\u30a6\u30c9\u578bLLM\u306fAPI\u3092\u901a\u3058\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u524d\u63d0\u3068\u306a\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u81ea\u7531\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u72ec\u81ea\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u3084\u76ee\u7684\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4f7f\u7528\u3092\u691c\u8a0e\u3059\u308b\u3068\u3088\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h2 id=\"D\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u306b\u3088\u308a\u696d\u52d9\u52b9\u7387\u5316\u3067\u304d\u308b\u30b7\u30fc\u30f34\u3064<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u751f\u6210AI\u3092\u6d3b\u7528\u3067\u304d\u3001\u7279\u306b\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u696d\u52d9\u3084\u81ea\u793e\u72ec\u81ea\u306e\u30ca\u30ec\u30c3\u30b8\u3092\u6d3b\u7528\u3059\u308b\u696d\u52d9\u3067\u306f\u3001\u305d\u306e\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u6b21\u9805\u3067\u306f\u3001\u4f01\u696d\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3057\u305f\u969b\u306b\u3001\u696d\u52d9\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u308b\u4ee3\u8868\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\u30924\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u3084\u691c\u7d22<\/li>\n<li>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u751f\u6210\u30fb\u30ec\u30d3\u30e5\u30fc<\/li>\n<li>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5fdc\u7b54<\/li>\n<li>\u5927\u91cf\u306e\u5b9a\u6027\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u5206\u985e<\/li>\n<\/ul>\n<h3>\u2460\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u3084\u691c\u7d22<\/h3>\n<p>\u30af\u30e9\u30a6\u30c9\u578bAI\u3067\u306f\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304c\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3067\u51e6\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u4f01\u696d\u306b\u3088\u3063\u3066\u306f\u793e\u5916\u79d8\u306e\u6587\u66f8\u3084\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3067\u304d\u306a\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u3084\u793e\u5185PC\u5185\u3067\u51e6\u7406\u304c\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u3078\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304fAI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u5165\u529b\u5185\u5bb9\u304cAI\u306e\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u3092\u5fc3\u914d\u305b\u305a\u3001\u793e\u5185\u306e\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3044\u305f\u3044\u3068\u304d\u306b\u691c\u8a0e\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u696d\u52d9\u3067\u5927\u304d\u306a\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u672a\u767a\u8868\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u3059\u308b\u5927\u91cf\u306e\u8b70\u4e8b\u9332\u304b\u3089\u3001\u91cd\u8981\u306a\u6c7a\u5b9a\u4e8b\u9805\u3084\u8ab2\u984c\u3092\u8981\u7d04\u3059\u308b<\/li>\n<li>\u6280\u8853\u4ed5\u69d8\u66f8\u3084\u8a2d\u8a08\u66f8\u3001\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u3089\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u81ea\u7136\u8a00\u8a9e\u3067\u691c\u7d22\u3059\u308b<\/li>\n<li>\u9867\u5ba2\u306e\u500b\u4eba\u60c5\u5831\u3092\u542b\u3080\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3084\u76f8\u8ac7\u30ed\u30b0\u3092\u5206\u6790\u30fb\u5206\u985e\u3057\u3001\u50be\u5411\u3092\u628a\u63e1\u3059\u308b<\/li>\n<li>\u5951\u7d04\u66f8\u3084\u793e\u5185\u898f\u7a0b\u306a\u3069\u306e\u9577\u6587\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u3001\u5fc5\u8981\u306a\u6761\u9805\u3092\u7d20\u65e9\u304f\u62bd\u51fa\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u308c\u307e\u3067\u62c5\u5f53\u8005\u304c\u76ee\u8996\u3067\u78ba\u8a8d\u3057\u3066\u3044\u305f\u5927\u91cf\u306e\u6587\u66f8\u3092AI\u304c\u77ed\u6642\u9593\u3067\u6574\u7406\u30fb\u8981\u7d04\u3057\u3066\u304f\u308c\u308b\u305f\u3081\u300c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63a2\u3059\u300d\u300c\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u62bd\u51fa\u3059\u308b\u300d\u306a\u3069\u306e\u4f5c\u696d\u6642\u9593\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u5206\u6790\u3084\u610f\u601d\u6c7a\u5b9a\u306a\u3069\u3001\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u696d\u52d9\u3078\u6642\u9593\u3092\u5272\u3051\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u51e6\u7406\u901f\u5ea6\u3084\u4e00\u5ea6\u306b\u6271\u3048\u308b\u30c7\u30fc\u30bf\u91cf\u306f\u3001CPU\u3001GPU\u3001\u30e1\u30e2\u30ea\u306a\u3069\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u6027\u80fd\u306b\u5927\u304d\u304f\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u5927\u91cf\u306e\u6587\u66f8\u3092\u9ad8\u901f\u306b\u51e6\u7406\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u5341\u5206\u306aGPU\u30e1\u30e2\u30ea\u3084\u30b5\u30fc\u30d0\u30fc\u30b9\u30da\u30c3\u30af\u3092\u5099\u3048\u305f\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div>\n<h3>\u2461\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u751f\u6210\u30fb\u30ec\u30d3\u30e5\u30fc<\/h3>\n<p>\u751f\u6210AI\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3001\u30a8\u30e9\u30fc\u539f\u56e0\u306e\u7279\u5b9a\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306a\u3069\u3092\u62c5\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u3092\u958b\u767a\u74b0\u5883\u306b\u7d44\u307f\u8fbc\u3081\u3070\u3001\u958b\u767a\u8005\u306fAI\u306e\u652f\u63f4\u3092\u53d7\u3051\u306a\u304c\u3089\u3001\u3088\u308a\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7528\u9014\u3067\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u30fb\u88dc\u5b8c<\/li>\n<li>\u30d0\u30b0\u3084\u8106\u5f31\u6027\u306e\u691c\u51fa<\/li>\n<li>\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3084\u30b3\u30fc\u30c9\u54c1\u8cea\u306e\u6539\u5584\u63d0\u6848<\/li>\n<li>\u793e\u5185\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u306b\u6cbf\u3063\u305f\u30ec\u30d3\u30e5\u30fc<\/li>\n<li>\u6280\u8853\u4ed5\u69d8\u66f8\u304b\u3089\u306e\u30b3\u30fc\u30c9\u751f\u6210\u3084\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u4f5c\u6210<\/li>\n<\/ul>\n<p>\u30af\u30e9\u30a6\u30c9\u578bAI\u3067\u3082\u540c\u69d8\u306e\u6a5f\u80fd\u306f\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u81ea\u793e\u3067\u958b\u767a\u3057\u305f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3059\u308b\u3053\u3068\u306b\u62b5\u6297\u3092\u611f\u3058\u308b\u4f01\u696d\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u306b\u72ec\u81ea\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u88fd\u54c1\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u91cd\u8981\u306a\u77e5\u7684\u8ca1\u7523\u3067\u3042\u308a\u3001\u60c5\u5831\u7ba1\u7406\u306e\u89b3\u70b9\u304b\u3089\u30af\u30e9\u30a6\u30c9AI\u306e\u5229\u7528\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3042\u308c\u3070\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u793e\u5185\u74b0\u5883\u3060\u3051\u3067\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001<span class=\"q_underline q_underline1\"><strong>\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u3078\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304fAI\u3092\u6d3b\u7528<\/strong><\/span>\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<\/div>\n<h3>\u2462\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5fdc\u7b54<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u6d3b\u7528\u3057\u3001\u81ea\u52d5\u56de\u7b54\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3067\u306f\u3001\u6c0f\u540d\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u5951\u7d04\u60c5\u5831\u306a\u3069\u3001\u9867\u5ba2\u306e\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u6a5f\u4f1a\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u578bAI\u306e\u5834\u5408\u306f\u500b\u4eba\u60c5\u5831\u3092\u4e00\u5ea6\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3057\u306a\u304f\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u304c\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306a\u3089\u81ea\u793e\u74b0\u5883\u5185\u3067\u3059\u3079\u3066\u306e\u51e6\u7406\u304c\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u9867\u5ba2\u60c5\u5831\u3092\u5916\u90e8\u3078\u9001\u4fe1\u3059\u308b\u3053\u3068\u306a\u304f\u5b89\u5168\u306bAI\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306fAPI\u306e\u5f93\u91cf\u8ab2\u91d1\u3092\u6c17\u306b\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u304c\u591a\u3044\u4f01\u696d\u3067\u3082\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u904b\u7528\u3067\u304d\u308b\u70b9\u3082\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>24\u6642\u9593365\u65e5\u3001\u81ea\u52d5\u3067\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u4f53\u5236\u3092\u69cb\u7bc9\u3059\u308c\u3070\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u8ca0\u62c5\u8efd\u6e1b\u3001\u5f85\u3061\u6642\u9593\u306e\u77ed\u7e2e\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u2463\u5927\u91cf\u306e\u5b9a\u6027\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u5206\u985e<\/h3>\n<p>\u4f01\u696d\u306b\u306f\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u81ea\u7531\u56de\u7b54\u3084\u5546\u54c1\u30ec\u30d3\u30e5\u30fc\u3001\u55b6\u696d\u65e5\u5831\u3001\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306a\u3069\u3001\u6570\u5024\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304c\u6570\u591a\u304f\u84c4\u7a4d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u306f\u30af\u30e9\u30a6\u30c9AI\u306b\u9001\u4fe1\u3067\u304d\u305a\u300c\u6b7b\u8535\u300d\u3055\u308c\u3066\u3044\u305f\u308a\u3001\u9ad8\u984d\u306aAPI\u30b3\u30b9\u30c8\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u4e00\u90e8\u3060\u3051\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u62bd\u51fa\u3057\u3066\u5206\u6790\u3055\u308c\u305f\u308a\u3059\u308b\u30b1\u30fc\u30b9\u304c\u76ee\u7acb\u3061\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9867\u5ba2\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u5168\u4ef6\u5206\u6790\u306b\u3088\u308b\u30cb\u30c3\u30c1\u306a\u6f5c\u5728\u30cb\u30fc\u30ba\u306e\u767a\u898b<\/li>\n<li>\u5546\u54c1\u30ec\u30d3\u30e5\u30fc\u3084SNS\u6295\u7a3f\u306e\u611f\u60c5\u5206\u6790\u306b\u3088\u308b\u30b5\u30a4\u30ec\u30f3\u30c8\u30af\u30ec\u30fc\u30e0\u306e\u65e9\u671f\u5bdf\u77e5<\/li>\n<li>\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u55b6\u696d\u65e5\u5831\u3084\u5546\u8ac7\u30e1\u30e2\u306e\u5206\u6790\u306b\u3088\u308b\u30c8\u30c3\u30d7\u55b6\u696d\u30ce\u30a6\u30cf\u30a6\u306e\u8a00\u8a9e\u5316<\/li>\n<li>\u5927\u91cf\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306e\u53ef\u8996\u5316\u306b\u3088\u308b\u6839\u672c\u7684\u306a\u5546\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u6539\u5584<\/li>\n<\/ul>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30c7\u30fc\u30bf\u3092\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u306a\u304f\u5168\u4ef6\u3092\u5206\u6790\u3067\u304d\u308b\u305f\u3081\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u50be\u5411\u5206\u6790\u3084\u8ab2\u984c\u306e\u767a\u898b\u306b\u3064\u306a\u304c\u308a\u3001\u5546\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u7acb\u6848\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/div>\n<h2 id=\"E\">\u3010\u696d\u754c\u5225\u3011\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6d3b\u7528\u4e8b\u4f8b3\u3064<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u696d\u7a2e\u3092\u554f\u308f\u305a\u5e45\u5e83\u3044\u4f01\u696d\u3067\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u7279\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u696d\u754c\u3084\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u696d\u52d9\u3067\u306f\u3001\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u3092\u751f\u304b\u3057\u305f\u5c0e\u5165\u4e8b\u4f8b\u304c\u5897\u3048\u307e\u3057\u305f\u3002<\/p>\n<p>\u6b21\u9805\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u304c\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u4ee3\u8868\u7684\u306a\u696d\u754c\u5225\u306e\u6d3b\u7528\u4e8b\u4f8b\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u88fd\u9020\u696d\uff5c\u8a2d\u8a08\u66f8\u3084\u7279\u8a31\u60c5\u5831\u306e\u89e3\u6790<\/li>\n<li>\u91d1\u878d\u696d\uff5c\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u5951\u7d04\u66f8\u306e\u30c1\u30a7\u30c3\u30af\u696d\u52d9<\/li>\n<li>\u533b\u7642\u6a5f\u95a2\uff5c\u533f\u540d\u5316\u3055\u308c\u305f\u30ab\u30eb\u30c6\u60c5\u5831\u306e\u96c6\u8a08\u30fb\u5206\u6790<\/li>\n<\/ul>\n<h3>\u2460\u88fd\u9020\u696d\uff5c\u8a2d\u8a08\u66f8\u3084\u7279\u8a31\u60c5\u5831\u306e\u89e3\u6790<\/h3>\n<p>\u88fd\u9020\u696d\u3067\u306f\u3001\u8a2d\u8a08\u56f3\u9762\u3001\u6280\u8853\u4ed5\u69d8\u66f8\u3001\u88fd\u9020\u30ce\u30a6\u30cf\u30a6\u3001\u7279\u8a31\u60c5\u5831\u306a\u3069\u3001\u4f01\u696d\u306e\u7af6\u4e89\u529b\u306b\u76f4\u7d50\u3059\u308b\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6570\u591a\u304f\u6271\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306a\u3089\u3001\u8a2d\u8a08\u30c7\u30fc\u30bf\u3084\u88fd\u9020\u30ce\u30a6\u30cf\u30a6\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u305b\u305a\u306b\u793e\u5185\u74b0\u5883\u3067\u5b89\u5168\u306b\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u77e5\u7684\u8ca1\u7523\u3084\u55b6\u696d\u79d8\u5bc6\u306e\u6d41\u51fa\u30ea\u30b9\u30af\u3092\u6291\u3048\u306a\u304c\u3089AI\u3092\u6d3b\u7528\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001\u81ea\u793e\u306e\u6280\u8853\u8cc7\u6599\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u5b66\u7fd2\u30fb\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u30d9\u30c6\u30e9\u30f3\u793e\u54e1\u306e\u30ce\u30a6\u30cf\u30a6\u3092AI\u304c\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u6280\u8853\u7d99\u627f\u3084\u6559\u80b2\u306e\u52b9\u7387\u5316\u306b\u3082\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u696d\u52d9\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u8a2d\u8a08\u66f8\u3084\u6280\u8853\u4ed5\u69d8\u66f8\u306e\u8981\u7d04\u30fb\u691c\u7d22<\/li>\n<li>\u7279\u8a31\u6587\u732e\u3084\u6280\u8853\u8cc7\u6599\u306e\u6bd4\u8f03\u30fb\u5206\u6790<\/li>\n<li>\u88fd\u9020\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u4f5c\u696d\u624b\u9806\u66f8\u306e\u81ea\u52d5\u4f5c\u6210<\/li>\n<li>\u793e\u5185\u306b\u84c4\u7a4d\u3055\u308c\u305f\u6280\u8853\u30ca\u30ec\u30c3\u30b8\u306e\u691c\u7d22<\/li>\n<li>\u751f\u7523\u7ba1\u7406\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/li>\n<\/ul>\n<p>\u5b9f\u969b\u306b\u3001\u30bb\u30ac\u30b5\u30df\u30fc\u30db\u30fc\u30eb\u30c7\u30a3\u30f3\u30b0\u30b9\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u30aa\u30f3\u30e9\u30a4\u30f3\u30b2\u30fc\u30e0\u306b\u304a\u3051\u308b\u4e0d\u9069\u5207\u767a\u8a00\u306e\u30c1\u30a7\u30c3\u30af\u696d\u52d9\u3078\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30b2\u30fc\u30e0\u5185\u306e\u7981\u6b62\u30ef\u30fc\u30c9\u3084\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u540d\u306a\u3069\u3092AI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a00\u3092\u81ea\u52d5\u3067\u5224\u5b9a\u3057\u3001\u3053\u308c\u307e\u3067\u76ee\u8996\u3067\u884c\u3063\u3066\u3044\u305f\u78ba\u8a8d\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/03276\/072400004\/\" target=\"_blank\" rel=\"noopener\">\u65e5\u7d4c\u30af\u30ed\u30b9\u30c6\u30c3\u30af\u300c\u30bb\u30ac\u306f\u793e\u5185\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u6d3b\u7528\u3001\u591a\u6570\u3042\u308bGPU\u642d\u8f09PC\u751f\u304b\u3059\u300d<\/a><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.itmedia.co.jp\/aiplus\/article\/2507\/24\/1250724069\/\" target=\"_blank\" rel=\"noopener\">ITmedia AI\uff0b\u300c\u30bb\u30ac\u304c\u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d\u696d\u52d9\u6d3b\u7528 \u4e0d\u9069\u5207\u767a\u8a00\u306e\u30c1\u30a7\u30c3\u30af\u30c4\u30fc\u30eb\u306a\u3069\u5185\u88fd\u3001\u52b9\u679c\u306f\uff1f\u300d<\/a><\/p>\n<h3>\u2461\u91d1\u878d\u696d\uff5c\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u5951\u7d04\u66f8\u306e\u30c1\u30a7\u30c3\u30af\u696d\u52d9<\/h3>\n<p>\u91d1\u878d\u696d\u754c\u3067\u306f\u3001\u9867\u5ba2\u60c5\u5831\u3001\u5951\u7d04\u66f8\u3001\u878d\u8cc7\u5be9\u67fb\u8cc7\u6599\u3001\u793e\u5185\u898f\u7a0b\u306a\u3069\u3001\u9ad8\u3044\u6a5f\u5bc6\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u60c5\u5831\u3092\u65e5\u5e38\u7684\u306b\u6271\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306f\u9867\u5ba2\u60c5\u5831\u3084\u7d4c\u55b6\u6a5f\u5bc6\u3092\u81ea\u793e\u74b0\u5883\u5185\u3067\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u53b3\u683c\u306a\u60c5\u5831\u7ba1\u7406\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u304c\u6c42\u3081\u3089\u308c\u308b\u91d1\u878d\u696d\u754c\u3067\u3082\u5c0e\u5165\u3057\u3084\u3059\u304f\u3001\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089\u696d\u52d9\u52b9\u7387\u5316\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u696d\u52d9\u3067\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5951\u7d04\u66f8\u3084\u7a1f\u8b70\u66f8\u306e\u30c1\u30a7\u30c3\u30af\u30fb\u4f5c\u6210\u652f\u63f4<\/li>\n<li>\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u696d\u52d9\u898f\u7a0b\u306e\u691c\u7d22\u30fb\u8981\u7d04<\/li>\n<li>\u91d1\u878d\u5546\u54c1\u306e\u8aac\u660e\u8cc7\u6599\u3084\u5404\u7a2e\u6587\u66f8\u306e\u4f5c\u6210<\/li>\n<li>\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306e\u81ea\u52d5\u5fdc\u7b54<\/li>\n<li>\u696d\u52d9\u30d5\u30ed\u30fc\u3084\u8a2d\u8a08\u66f8\u306e\u4f5c\u6210\u30fb\u30ec\u30d3\u30e5\u30fc<\/li>\n<\/ul>\n<p>\u5b9f\u969b\u306b\u3001\u3042\u304a\u305e\u3089\u9280\u884c\u3067\u306f\u3001\u9280\u884c\u696d\u52d9\u306b\u7279\u5316\u3057\u305f\u72ec\u81ea\u306eLLM\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u793e\u5185\u306b\u84c4\u7a4d\u3055\u308c\u305f\u81a8\u5927\u306a\u6587\u66f8\u306e\u691c\u7d22\u30fb\u8981\u7d04\u3092\u306f\u3058\u3081\u3001\u7a1f\u8b70\u66f8\u306a\u3069\u306e\u6587\u66f8\u4f5c\u6210\u652f\u63f4\u3084\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3067\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u306b\u6d3b\u7528\u3057\u3001\u884c\u54e1\u306e\u696d\u52d9\u8ca0\u62c5\u8efd\u6e1b\u3084\u751f\u7523\u6027\u5411\u4e0a\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000026.000109048.html\" target=\"_blank\" rel=\"noopener\">PR TIMES\u300c\u3042\u304a\u305e\u3089\u9280\u884c x neoAI \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u6b21\u4e16\u4ee3AI\u57fa\u76e4\u69cb\u7bc9\u306b\u5411\u3051\u3066\u3001\u91d1\u878d\u30fb\u884c\u5185\u7279\u5316LLM\u3092\u958b\u767a\u300d<\/a><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/neoai.jp\/news\/article\/20250428-2\" target=\"_blank\" rel=\"noopener\">neoAI\u300c\u3042\u304a\u305e\u3089\u9280\u884c x neoAI \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u6b21\u4e16\u4ee3AI\u57fa\u76e4\u69cb\u7bc9\u306b\u5411\u3051\u3066\u3001\u91d1\u878d\u30fb\u884c\u5185\u7279\u5316LLM\u3092\u958b\u767a \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306e\u5fdc\u7b54\u7cbe\u5ea6\u304c\u5927\u5e45\u306b\u5411\u4e0a\u300d<\/a><\/p>\n<h3>\u2462\u533b\u7642\u6a5f\u95a2\uff5c\u533f\u540d\u5316\u3055\u308c\u305f\u30ab\u30eb\u30c6\u60c5\u5831\u306e\u96c6\u8a08\u30fb\u5206\u6790<\/h3>\n<p>\u533b\u7642\u6a5f\u95a2\u3067\u306f\u3001\u96fb\u5b50\u30ab\u30eb\u30c6\u3001\u8a3a\u7642\u8a18\u9332\u3001\u691c\u67fb\u7d50\u679c\u306a\u3069\u3001\u60a3\u8005\u306e\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u305f\u3081\u3001<span class=\"q_underline q_underline1\"><strong>\u5916\u90e8\u3078\u306e\u30c7\u30fc\u30bf\u9001\u4fe1\u3092\u907f\u3051\u306a\u304c\u3089AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u533b\u7642\u5206\u91ce\u3068\u306e\u76f8\u6027\u304c\u826f\u3044<\/strong><\/span>\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u696d\u52d9\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u96fb\u5b50\u30ab\u30eb\u30c6\u3084\u8a3a\u7642\u8a18\u9332\u306e\u8981\u7d04<\/li>\n<li>\u8a3a\u7642\u60c5\u5831\u63d0\u4f9b\u66f8\u3084\u7d39\u4ecb\u72b6\u306a\u3069\u306e\u533b\u7642\u6587\u66f8\u306e\u4f5c\u6210\u652f\u63f4<\/li>\n<li>\u554f\u8a3a\u5185\u5bb9\u306e\u6574\u7406\u3084\u8a3a\u7642\u8a18\u9332\u306e\u4f5c\u6210\u88dc\u52a9<\/li>\n<li>\u533b\u7642\u7528\u8a9e\u3084\u5c02\u9580\u7528\u8a9e\u306e\u308f\u304b\u308a\u3084\u3059\u3044\u89e3\u8aac<\/li>\n<li>\u533f\u540d\u5316\u3055\u308c\u305f\u30ab\u30eb\u30c6\u60c5\u5831\u306e\u96c6\u8a08\u30fb\u5206\u6790<\/li>\n<\/ul>\n<p>\u5b9f\u969b\u306b\u3001\u4f50\u8cc0\u770c\u306e\u7e54\u7530\u75c5\u9662\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u6d3b\u7528\u3057\u3066\u96fb\u5b50\u30ab\u30eb\u30c6\u306e\u60c5\u5831\u3092\u751f\u6210AI\u304c\u8981\u7d04\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3057\u3066\u3044\u307e\u3059\u3002\u8a3a\u7642\u8a18\u9332\u3084\u5404\u7a2e\u66f8\u985e\u306e\u4f5c\u6210\u6642\u9593\u3092\u77ed\u7e2e\u3057\u305f\u7d50\u679c\u3001<span class=\"q_underline q_underline1\"><strong>\u6700\u592754.2\uff05\u306e\u696d\u52d9\u6642\u9593\u524a\u6e1b\u3092\u5b9f\u73fe<\/strong><\/span>\u3057\u3001\u533b\u7642\u5f93\u4e8b\u8005\u306e\u4e8b\u52d9\u8ca0\u62c5\u8efd\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u60a3\u8005\u60c5\u5831\u3092\u5b89\u5168\u306b\u7ba1\u7406\u3057\u306a\u304c\u3089\u3001\u533b\u5e2b\u3084\u770b\u8b77\u5e2b\u304c\u8a3a\u7642\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3065\u304f\u308a\u3092\u652f\u3048\u308b\u6280\u8853\u3068\u3057\u3066\u3001\u4eca\u5f8c\u3082\u5c0e\u5165\u304c\u62e1\u5927\u3059\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/xtech.nikkei.com\/atcl\/nxt\/column\/18\/00001\/09236\/\" target=\"_blank\" rel=\"noopener\">\u65e5\u7d4c\u30af\u30ed\u30b9\u30c6\u30c3\u30af\u300c\u4f50\u8cc0\u306e\u7e54\u7530\u75c5\u9662\u304c\u30aa\u30f3\u30d7\u30ecGPU\u30b5\u30fc\u30d0\u30fc\u3067LLM\u7a3c\u50cd\u3001\u96fb\u5b50\u30ab\u30eb\u30c6\u60c5\u5831\u3092\u751f\u6210AI\u304c\u8981\u7d04\u300d<\/a><\/p>\n<h2 id=\"F\">\u65e5\u672c\u8a9e\u306b\u5f37\u3044\u30ed\u30fc\u30ab\u30ebLLM\u306b\u304a\u3059\u3059\u3081\u306e\u4e3b\u8981\u30e2\u30c7\u30eb5\u9078<\/h2>\n<p>\u8fd1\u5e74\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u306e\u6027\u80fd\u304c\u5927\u304d\u304f\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u751f\u6210\u3001\u8981\u7d04\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30e2\u30c7\u30eb\u304c\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5f97\u610f\u5206\u91ce\u3084\u5fc5\u8981\u306aGPU\u30e1\u30e2\u30ea\u3001\u5546\u7528\u5229\u7528\u306e\u53ef\u5426\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306f\u7570\u306a\u308b\u305f\u3081\u3001\u7528\u9014\u306b\u5408\u3063\u305fAI\u30e2\u30c7\u30eb\u3092\u9078\u3076\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<p>\u6b21\u9805\u3067\u306f\u3001\u65e5\u672c\u8a9e\u6027\u80fd\u3084\u4f01\u696d\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u3001\u958b\u767a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u6d3b\u767a\u3055\u306a\u3069\u3092\u8e0f\u307e\u3048\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5229\u7528\u3057\u3084\u3059\u3044\u4ee3\u8868\u7684\u306aLLM\u30925\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u2460Qwen3<\/h3>\n<p>Qwen3\u306fAlibaba\u304c\u958b\u767a\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u3067\u3001<span class=\"q_underline q_underline1\"><strong>\u30a2\u30b8\u30a2\u570f\u306e\u8a00\u8a9e\u7406\u89e3\u306b\u512a\u308c\u305f\u3001\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30e2\u30c7\u30eb<\/strong><\/span>\u3067\u3059\u3002100\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u65e5\u672c\u8a9e\u3092\u542b\u3080\u81a8\u5927\u306a\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u65e5\u672c\u8a9e\u7279\u6709\u306e\u6587\u8108\u3084\u8868\u73fe\u3092\u7406\u89e3\u3059\u308b\u80fd\u529b\u304c\u9ad8\u304f\u3001\u8907\u96d1\u306a\u30d3\u30b8\u30cd\u30b9\u656c\u8a9e\u3084\u65e5\u672c\u72ec\u81ea\u306e\u5546\u7fd2\u6163\u3092\u8e0f\u307e\u3048\u305f\u81ea\u7136\u306a\u6587\u7ae0\u3092\u4f5c\u6210\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u793e\u5185\u6587\u66f8\u3084\u63d0\u6848\u66f8\u3001\u5831\u544a\u66f8\u3001\u30e1\u30fc\u30eb\u306a\u3069\u3001\u54c1\u8cea\u304c\u6c42\u3081\u3089\u308c\u308b\u30d3\u30b8\u30cd\u30b9\u6587\u66f8\u306e\u4f5c\u6210\u3067\u4f7f\u3044\u3084\u3059\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>Qwen3\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u65e5\u672c\u8a9e\u306e\u8aad\u89e3\u529b\u30fb\u6587\u7ae0\u751f\u6210\u54c1\u8cea\u3092\u91cd\u8996\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u793e\u5185\u6587\u66f8\u3084\u5951\u7d04\u66f8\u3001\u63d0\u6848\u66f8\u306e\u4f5c\u6210\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u304c\u5fc5\u8981\u306a\u30b0\u30ed\u30fc\u30d0\u30eb\u4f01\u696d<\/li>\n<li>\u9ad8\u6027\u80fd\u306aGPU\u74b0\u5883\u3092\u7528\u610f\u3067\u304d\u308b\u4f01\u696d<\/li>\n<\/ul>\n<p>Qwen3\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u3001\u5546\u7528\u5229\u7528\u3057\u3084\u3059\u3044\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u63a8\u8ad6\u3001\u8981\u7d04\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306a\u3069\u5e45\u5e83\u3044\u7528\u9014\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u6c4e\u7528\u7684\u306a\u793e\u5185AI\u57fa\u76e4\u3068\u3057\u3066\u3082\u6d3b\u7528\u3057\u3084\u3059\u3044\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u9ad8\u3044\u6027\u80fd\u3092\u5341\u5206\u306b\u5f15\u304d\u51fa\u3059\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306eGPU\u6027\u80fd\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u7279\u306b\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5feb\u9069\u306b\u904b\u7528\u3059\u308b\u5834\u5408\u306f\u3001VRAM\u5bb9\u91cf24GB\u4ee5\u4e0a\u306eGPU\u3092\u7528\u610f\u3059\u308b\u3068\u3088\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/qwen.ai\/blog?id=qwen3\" target=\"_blank\" rel=\"noopener\">Qwen<\/a><\/p>\n<h3>\u2461Gemma 3 \/ Gemma 4<\/h3>\n<p>Gemma 3 \/ Gemma 4\u306f\u3001Google\u304c\u958b\u767a\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u3067\u3059\u3002\u8efd\u91cf\u3067\u3042\u308a\u306a\u304c\u3089\u9ad8\u3044\u63a8\u8ad6\u6027\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3082\u52d5\u4f5c\u3055\u305b\u3084\u3059\u3044\u3053\u3068\u304b\u3089\u3001\u4f01\u696d\u306ePoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3084\u793e\u5185\u5229\u7528\u5411\u3051\u306e\u30e2\u30c7\u30eb\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u500b\u4eba\u5229\u7528\u30fb\u5546\u7528\u5229\u7528\u3068\u3082\u306b\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u751f\u6210AI\u3092\u5c0e\u5165\u3057\u305f\u3044\u4f01\u696d\u306b\u3082\u6700\u9069\u3067\u3059\u3002\u307e\u305f\u3001Google\u72ec\u81ea\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u3088\u308a\u3001\u5c11\u306a\u3044\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3067\u3082\u9ad8\u3044\u8ad6\u7406\u7684\u601d\u8003\u80fd\u529b\u3092\u767a\u63ee\u3057\u3001\u6587\u7ae0\u751f\u6210\u3001\u8981\u7d04\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u652f\u63f4\u306a\u3069\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Gemma 3 \/ Gemma 4\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f4e\u30b3\u30b9\u30c8\u3067\u5c0e\u5165\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u793e\u5185PC\u3067\u8efd\u5feb\u306b\u52d5\u4f5c\u3059\u308bAI\u3092\u5229\u7528\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>PoC\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u958b\u767a\u3092\u77ed\u671f\u9593\u3067\u9032\u3081\u305f\u3044\u4f01\u696d<\/li>\n<li>\u63a8\u8ad6\u901f\u5ea6\u3068\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u91cd\u8996\u3057\u305f\u3044\u4f01\u696d<\/li>\n<\/ul>\n<p>\u5927\u898f\u6a21\u306aGPU\u30b5\u30fc\u30d0\u30fc\u3092\u7528\u610f\u3057\u306a\u304f\u3066\u3082\u3001\u4e2d\u6027\u80fd\u30af\u30e9\u30b9\u306ePC\u3084\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3067\u6bd4\u8f03\u7684\u5feb\u9069\u306b\u52d5\u4f5c\u3059\u308b\u70b9\u3082\u9b45\u529b\u3067\u3059\u3002\u793e\u5185PC\u3078\u30ed\u30fc\u30ab\u30ebLLM\u3092\u500b\u5225\u306b\u5c0e\u5165\u3057\u305f\u3044\u5834\u5408\u3084\u5c0f\u898f\u6a21\u306aAI\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u691c\u8a3c\u306a\u3069\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u9577\u6587\u306e\u9ad8\u5ea6\u306a\u63a8\u8ad6\u3084\u5275\u9020\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u30bf\u30b9\u30af\u3067\u306f\u3001Qwen3\u3084Llama\u30b7\u30ea\u30fc\u30ba\u306a\u3069\u306e\u3088\u308a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u306b\u53ca\u3070\u306a\u3044\u5834\u9762\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u6700\u9ad8\u30ec\u30d9\u30eb\u306e\u751f\u6210\u54c1\u8cea\u3092\u6c42\u3081\u308b\u7528\u9014\u3088\u308a\u3082\u3001\u51e6\u7406\u901f\u5ea6\u3084\u5c0e\u5165\u306e\u3057\u3084\u3059\u3055\u3092\u91cd\u8996\u3057\u305f\u3044\u3068\u304d\u306b\u691c\u8a0e\u3059\u308b\u306e\u304c\u3088\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/deepmind.google\/models\/gemma\/gemma-3\/\" target=\"_blank\" rel=\"noopener\">Gemma3<\/a><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/deepmind.google\/models\/gemma\/gemma-4\/\" target=\"_blank\" rel=\"noopener\">Gemma4<\/a><\/p>\n<h3>\u2462CyberAgentLM<\/h3>\n<p>CyberAgentLM\u306f\u3001\u682a\u5f0f\u4f1a\u793e\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u958b\u767a\u3057\u305f\u3001\u65e5\u672c\u8a9e\u306b\u7279\u5316\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3067\u306e\u81ea\u7136\u306a\u5bfe\u8a71\u3084\u6587\u7ae0\u751f\u6210\u3092\u76ee\u7684\u306b\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u65e5\u672c\u4f01\u696d\u304c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u65e5\u672c\u8a9e\u7279\u6709\u306e\u8a00\u3044\u56de\u3057\u3001\u656c\u8a9e\u8868\u73fe\u3001\u6700\u65b0\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u53cd\u6620\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u7ffb\u8a33\u8abf\u3067\u306f\u306a\u3044\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u3092\u751f\u6210\u3067\u304d\u308b\u3053\u3068\u304c\u7279\u5fb4\u3067\u3059\u3002\u5bfe\u8a71\u7528\u9014\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u3067\u306e\u8cea\u554f\u5fdc\u7b54\u3084\u793e\u5185\u5411\u3051AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306a\u3069\u3067\u9ad8\u3044\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u3067\u3082\u8a71\u984c\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>CyberAgentLM\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u65e5\u672c\u8a9e\u3067\u81ea\u7136\u306b\u4f1a\u8a71\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u9577\u6587\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u8b70\u4e8b\u9332\u3092\u8981\u7d04\u30fb\u691c\u7d22\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u5546\u7528\u5229\u7528\u3092\u524d\u63d0\u306b\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u3078AI\u3092\u7d44\u307f\u8fbc\u307f\u305f\u3044\u4f01\u696d<\/li>\n<\/ul>\n<p>\u307e\u305f\u3001<span class=\"q_underline q_underline1\"><strong>\u4e00\u5ea6\u306b\u7d0450,000\u6587\u5b57\u306e\u9577\u6587\u3092\u51e6\u7406\u3067\u304d\u308b<\/strong><\/span>\u305f\u3081\u3001\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u8b70\u4e8b\u9332\u3001FAQ\u306a\u3069\u306e\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u6271\u3046\u696d\u52d9\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u9577\u6587\u306e\u8981\u7d04\u3084\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u3001\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u3092\u6271\u3046\u5e45\u5e83\u3044\u696d\u52d9\u3067\u6d3b\u7528\u3059\u308b\u306e\u3082\u826f\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001Apache License 2.0\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5546\u7528\u5229\u7528\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3084\u72ec\u81eaAI\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u306a\u3069\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u9762\u3092\u6c17\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u67d4\u8edf\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.cyberagent.co.jp\/news\/detail\/id=30463\" target=\"_blank\" rel=\"noopener\">CyberAgentLM<\/a><\/p>\n<h3>\u2463Llama 4 Scout<\/h3>\n<p>Llama 4 Scout\u306f\u3001Meta\u304c\u958b\u767a\u3057\u305f\u6700\u65b0\u306eLlama\u30b7\u30ea\u30fc\u30ba\u306b\u5c5e\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u3067\u3059\u3002\u9ad8\u3044\u63a8\u8ad6\u80fd\u529b\u306b\u52a0\u3048\u3066RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u9023\u643a\u3057\u305f\u9ad8\u5ea6\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3084\u3059\u3044\u3053\u3068\u304c\u7279\u5fb4\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u5358\u306b\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u305d\u308c\u3092\u3082\u3068\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u8a2d\u8a08\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u793e\u5185\u6587\u66f8\u3084\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3084\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u6a2a\u65ad\u3057\u3066\u696d\u52d9\u3092\u652f\u63f4\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u7bc9\u306b\u6d3b\u7528\u3059\u308b\u3068\u826f\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>Llama 4 Scout\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u9023\u643a\u3057\u305fRAG\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084AI\u79d8\u66f8\u3092\u5c0e\u5165\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u8907\u6570\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u6a2a\u65ad\u3057\u305f\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>DX\u63a8\u9032\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316\u3092\u9032\u3081\u305f\u3044\u4f01\u696d<\/li>\n<\/ul>\n<p>\u4f8b\u3048\u3070\u3001\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u300c\u793e\u5185\u898f\u7a0b\u3092\u691c\u7d22\u3057\u3066\u56de\u7b54\u3059\u308bAI\u79d8\u66f8\u300d\u3084\u300c\u55b6\u696d\u8cc7\u6599\u3092\u81ea\u52d5\u3067\u4f5c\u6210\u3059\u308bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u300d\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u3092\u6d3b\u7528\u3059\u308c\u3070\u6700\u65b0\u306e\u793e\u5185\u60c5\u5831\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u8aa4\u60c5\u5831\u306e\u751f\u6210\uff09\u306e\u6291\u5236\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001Llama 4 Scout\u306f\u7528\u9014\u306b\u5fdc\u3058\u3066\u8907\u6570\u306e\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5c0e\u5165\u6642\u306b\u306f\u5229\u7528\u76ee\u7684\u3084\u30b5\u30fc\u30d0\u30fc\u30b9\u30da\u30c3\u30af\u306b\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u9078\u5b9a\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u307b\u3069GPU\u30e1\u30e2\u30ea\u3084\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u591a\u304f\u5fc5\u8981\u3068\u3059\u308b\u305f\u3081\u3001\u4e8b\u524d\u306b\u904b\u7528\u74b0\u5883\u3092\u691c\u8a0e\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/developer.meta.com\/ai\/\" target=\"_blank\" rel=\"noopener\">Llama 4 Scout<\/a><\/p>\n<h3>\u2464ELYZA<\/h3>\n<p>ELYZA\u306f\u3001\u65e5\u672c\u306eAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u3042\u308b\u682a\u5f0f\u4f1a\u793eELYZA\u304c\u958b\u767a\u3059\u308b\u3001\u65e5\u672c\u8a9e\u306b\u7279\u5316\u3057\u305fLLM\u3067\u3059\u3002\u65e5\u672c\u8a9eLLM\u306e\u5148\u99c6\u8005\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u65e5\u672c\u4f01\u696d\u306e\u696d\u52d9\u3067\u6c42\u3081\u3089\u308c\u308b\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u8868\u73fe\u3084\u6587\u8108\u7406\u89e3\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8fd1\u5e74\u767a\u8868\u3055\u308c\u305fELYZA-LLM-Diffusion\u30b7\u30ea\u30fc\u30ba\u3067\u306f\u3001\u65e2\u5b58\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eDiffusion LLM\uff08dLLM\uff09\u3068\u6bd4\u8f03\u3057\u3066\u3082\u540c\u7b49\u3001\u307e\u305f\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u6027\u80fd\u3092\u767a\u63ee\u3057\u3066\u304a\u308a\u3001\u65e5\u672c\u8a9e\u3067\u306e\u6587\u7ae0\u751f\u6210\u3084\u8981\u7d04\u3001\u8cea\u554f\u5fdc\u7b54\u306a\u3069\u5e45\u5e83\u3044\u7528\u9014\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>ELYZA\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u65e5\u672c\u8a9e\u3067\u9ad8\u54c1\u8cea\u306a\u6587\u7ae0\u751f\u6210\u3092\u884c\u3044\u305f\u3044\u4f01\u696d<\/li>\n<li>\u56fd\u7523LLM\u3092\u5c0e\u5165\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u96fb\u529b\u52b9\u7387\u3084\u63a8\u8ad6\u901f\u5ea6\u3082\u91cd\u8996\u3057\u305f\u3044\u4f01\u696d<\/li>\n<li>\u6700\u65b0\u306e\u65e5\u672c\u8a9eLLM\u6280\u8853\u3092\u6d3b\u7528\u3057\u305f\u3044\u4f01\u696d<\/li>\n<\/ul>\n<p>\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001\u753b\u50cf\u751f\u6210AI\u3067\u5229\u7528\u3055\u308c\u3066\u304d\u305fDiffusion Model\u3092\u8a00\u8a9e\u751f\u6210\u3078\u5fdc\u7528\u3057\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u5f93\u6765\u306e\u81ea\u5df1\u56de\u5e30\u578b\uff08AR\uff1aAutoregressive\uff09\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u54c1\u8cea\u306a\u6587\u7ae0\u3092\u52b9\u7387\u3088\u304f\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u81ea\u5df1\u56de\u5e30\u578b\u30e2\u30c7\u30eb\u3068\u6bd4\u3079\u3066\u3001\u751f\u6210\u6642\u9593\u306e\u77ed\u7e2e\u3084\u6d88\u8cbb\u96fb\u529b\u306e\u524a\u6e1b\u304c\u671f\u5f85\u3067\u304d\u308b\u3053\u3068\u3082\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u306f\u63a8\u8ad6\u30b3\u30b9\u30c8\u3084\u96fb\u529b\u6d88\u8cbb\u3082\u904b\u7528\u30b3\u30b9\u30c8\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u9577\u671f\u7684\u306a\u904b\u7528\u3092\u898b\u636e\u3048\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000066.000047565.html\" target=\"_blank\" rel=\"noopener\">PR TIMES\u300cELYZA\u3001\u65e5\u672c\u8a9eLLM\u300cELYZA-LLM-Diffusion\u300d\u3092\u767a\u8868\u300d<\/a><\/p>\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/elyza.ai\/lp\/elyza-llm\" target=\"_blank\" rel=\"noopener\">ELYZA<\/a><\/p>\n<h2 id=\"G\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u306b\u5fc5\u8981\u306aPC\u30b9\u30da\u30c3\u30af\u3068\u74b0\u5883<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5feb\u9069\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001AI\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059PC\u3084\u30b5\u30fc\u30d0\u30fc\u306e\u30b9\u30da\u30c3\u30af\u3082\u5fc5\u8981\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u3001GPU\u3001\u30e1\u30e2\u30ea\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u306b\u6c42\u3081\u3089\u308c\u308b\u6027\u80fd\u3082\u9ad8\u304f\u306a\u308b\u305f\u3081\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u74b0\u5883\u3092\u7528\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u6b21\u9805\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u306b\u5fc5\u8981\u306aPC\u30b9\u30da\u30c3\u30af\u3084\u3001\u5feb\u9069\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u63a8\u5968\u74b0\u5883\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u63a8\u5968\u3055\u308c\u308bGPU\u30b9\u30da\u30c3\u30af\u3068VRAM\u5bb9\u91cf<\/li>\n<li>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4ee3\u8868\u7684\u306a\u5b9f\u884c\u74b0\u5883<\/li>\n<\/ul>\n<h3>\u63a8\u5968\u3055\u308c\u308bGPU\u30b9\u30da\u30c3\u30af\u3068VRAM\u5bb9\u91cf<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5feb\u9069\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u9ad8\u6027\u80fd\u306aGPU\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u7279\u306b\u3001NVIDIA\u88fdGPU\u306fAI\u5411\u3051\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u306e\u4e92\u63db\u6027\u304c\u9ad8\u304f\u3001\u591a\u304f\u306e\u30ed\u30fc\u30ab\u30ebLLM\u3067\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>GPU\u3092\u9078\u3076\u969b\u306b\u6700\u3082\u91cd\u8981\u306a\u306e\u304c\u3001VRAM\uff08\u30d3\u30c7\u30aa\u30e1\u30e2\u30ea\uff09\u5bb9\u91cf\u3067\u3059\u3002VRAM\u3068\u306f\u3001AI\u30e2\u30c7\u30eb\u3084\u63a8\u8ad6\u6642\u306e\u30c7\u30fc\u30bf\u3092\u4e00\u6642\u7684\u306b\u4fdd\u6301\u3059\u308b\u305f\u3081\u306e\u30e1\u30e2\u30ea\u3067\u3042\u308a\u3001\u305d\u306e\u5bb9\u91cf\u306b\u3088\u3063\u3066\u52d5\u4f5c\u3067\u304d\u308b\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3084\u51e6\u7406\u901f\u5ea6\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002LLM\u306e\u63a8\u8ad6\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u91cd\u307f\uff08\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u3092VRAM\u4e0a\u3078\u8aad\u307f\u8fbc\u3093\u3067\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u3001VRAM\u304c\u4e0d\u8db3\u3059\u308b\u3068\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u3081\u305a\u3001\u6b63\u5e38\u306b\u52d5\u4f5c\u3057\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u5341\u5206\u306aVRAM\u3092\u78ba\u4fdd\u3067\u304d\u308c\u3070\u3001<span class=\"q_underline q_underline1\"><strong>\u9ad8\u7cbe\u5ea6\u306a\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3067\u3082\u9ad8\u901f\u304b\u3064\u5b89\u5b9a\u3057\u305f\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u5b9f\u73fe<\/strong><\/span>\u3067\u304d\u307e\u3059\u3002\u7528\u9014\u3054\u3068\u306e\u76ee\u5b89\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30e2\u30c7\u30eb\u898f\u6a21<\/th>\n<th>\u63a8\u5968VRAM\u5bb9\u91cf<\/th>\n<th>\u4e3b\u306a\u7528\u9014<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>7B\u301c14B<\/td>\n<td>16GB\u301c24GB<\/td>\n<td>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u6587\u66f8\u4f5c\u6210\u3001\u8981\u7d04\u3001RAG\u306a\u3069\u4e00\u822c\u7684\u306a\u696d\u52d9\u5229\u7528<\/td>\n<\/tr>\n<tr>\n<td>30B\u524d\u5f8c<\/td>\n<td>48GB\u4ee5\u4e0a<\/td>\n<td>\u9ad8\u5ea6\u306a\u63a8\u8ad6\u3001\u8907\u6570\u30e6\u30fc\u30b6\u30fc\u3067\u306e\u5229\u7528\u3001\u8907\u96d1\u306a\u696d\u52d9\u652f\u63f4<\/td>\n<\/tr>\n<tr>\n<td>70B\u4ee5\u4e0a<\/td>\n<td>80GB\u4ee5\u4e0a<\/td>\n<td>\u5927\u898f\u6a21AI\u30b7\u30b9\u30c6\u30e0\u3001\u7814\u7a76\u958b\u767a\u3001\u9ad8\u7cbe\u5ea6\u306a\u63a8\u8ad6\u30fb\u5206\u6790<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u306a\u304a\u3001\u91cf\u5b50\u5316\uff084bit\u30fb8bit\u306a\u3069\uff09\u3092\u5229\u7528\u3059\u308c\u3070\u5fc5\u8981\u306aVRAM\u3092\u6291\u3048\u3066\u904b\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u304c\u3001\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u306f\u6027\u80fd\u304c\u4f4e\u4e0b\u3059\u308b\u5834\u5408\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u4f01\u696d\u3067\u9577\u671f\u7684\u306b\u904b\u7528\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001\u6700\u4f4e\u3067\u308216GB\u4ee5\u4e0a\u3001\u3067\u304d\u308c\u307024GB\u4ee5\u4e0a\u306eVRAM\u3092\u642d\u8f09\u3057\u305fGPU\u3092\u9078\u3076\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n<\/div>\n<h3>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4ee3\u8868\u7684\u306a\u5b9f\u884c\u74b0\u5883<\/h3>\n<p>\u4ee5\u524d\u306f\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001Python\u306e\u74b0\u5883\u69cb\u7bc9\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001GPU\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u8a2d\u5b9a\u306a\u3069\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u8fd1\u5e74\u306f\u74b0\u5883\u69cb\u7bc9\u3092\u5927\u5e45\u306b\u7c21\u7565\u5316\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u767b\u5834\u3057\u305f\u3053\u3068\u306b\u3088\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306a\u304f\u3066\u3082\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u5b9f\u884c\u74b0\u5883\u306f\u3001Ollama\u3068LM Studio\u3067\u3059\u3002<\/p>\n<p><strong>\u3010Ollama\u3011<\/strong><\/p>\n<ul>\n<li>\u30b3\u30de\u30f3\u30c9\u4e00\u3064\u3067AI\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30fb\u5b9f\u884c\u3067\u304d\u308b<\/li>\n<li>API\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u3082\u5229\u7528\u3067\u304d\u3001\u4ed6\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u304c\u5bb9\u6613<\/li>\n<li>RAG\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306a\u3069\u3001\u4f01\u696d\u3067\u306e\u6d3b\u7528\u306b\u3082\u9069\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n<p><strong>\u3010LM Studio\u3011<\/strong><\/p>\n<ul>\n<li>GUI\uff08\u753b\u9762\u64cd\u4f5c\uff09\u3067\u76f4\u611f\u7684\u306b\u30e2\u30c7\u30eb\u3092\u7ba1\u7406\u30fb\u5b9f\u884c\u3067\u304d\u308b<\/li>\n<li>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u5c11\u306a\u304f\u3066\u3082\u5c0e\u5165\u3057\u3084\u3059\u3044<\/li>\n<li>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u8a66\u305b\u308b<\/li>\n<\/ul>\n<p>\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u8907\u96d1\u306aPython\u306e\u8a2d\u5b9a\u3084\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9\u3092\u884c\u308f\u306a\u304f\u3066\u3082\u3001GUI\u3084\u30b7\u30f3\u30d7\u30eb\u306a\u30b3\u30de\u30f3\u30c9\u3060\u3051\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u74b0\u5883\u69cb\u7bc9\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u300c\u307e\u305a\u306f\u30ed\u30fc\u30ab\u30ebLLM\u3092\u8a66\u3057\u3066\u307f\u305f\u3044\u300d\u3068\u3044\u3046\u4f01\u696d\u3067\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u5c0e\u5165\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001\u8907\u6570\u306e\u793e\u54e1\u304c\u540c\u6642\u306b\u5229\u7528\u3059\u308b\u793e\u5185AI\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306f\u3001Ollama\u3084LM Studio\u3060\u3051\u3067\u306f\u5341\u5206\u3067\u306a\u3044\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u672c\u683c\u904b\u7528\u3067\u306fGPU\u30b5\u30fc\u30d0\u30fc\u306e\u69cb\u7bc9\u3084API\u30b5\u30fc\u30d0\u30fc\u5316\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u30fc\u306e\u5c0e\u5165\u3001\u8a8d\u8a3c\u6a5f\u80fd\u3001\u76e3\u8996\u57fa\u76e4\u306a\u3069\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u74b0\u5883\u3092\u6574\u5099\u3059\u308b\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n<\/div>\n<h2 id=\"H\">\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b4\u30b9\u30c6\u30c3\u30d7<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u306f\u3001\u4e00\u898b\u3059\u308b\u3068\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u96e3\u3057\u305d\u3046\u306b\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u73fe\u5728\u306fOllama\u3084LM Studio\u306a\u3069\u306e\u30c4\u30fc\u30eb\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u57fa\u672c\u7684\u306a\u624b\u9806\u306b\u6cbf\u3063\u3066\u9032\u3081\u308c\u3070\u77ed\u6642\u9593\u3067\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u81ea\u793e\u306e\u5229\u7528\u76ee\u7684\u306b\u5408\u3063\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3084AI\u30e2\u30c7\u30eb\u3092\u9078\u3073\u3001\u904b\u7528\u65b9\u6cd5\u307e\u3067\u898b\u636e\u3048\u3066\u74b0\u5883\u3092\u6574\u5099\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u6b21\u9805\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c\u30924\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u76ee\u7684\u306e\u5b9a\u7fa9<\/li>\n<li>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u9078\u5b9a\u3068\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/li>\n<li>\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u305f\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>\u30e2\u30c7\u30eb\u5b66\u7fd2\u3068\u904b\u7528<\/li>\n<\/ul>\n<h3>\u2460\u76ee\u7684\u306e\u5b9a\u7fa9<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u6700\u521d\u306b\u300c\u4f55\u306e\u305f\u3081\u306bAI\u3092\u5c0e\u5165\u3059\u308b\u306e\u304b\u300d\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u5bfe\u8c61\u3068\u306a\u308b\u696d\u52d9\u3084\u89e3\u6c7a\u3057\u305f\u3044\u8ab2\u984c\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001<span class=\"q_underline q_underline1\"><strong>\u6700\u9069\u306aAI\u30e2\u30c7\u30eb\u3001\u5fc5\u8981\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u3092\u9078\u5b9a\u3057\u3084\u3059\u304f<\/strong><\/span>\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u73fe\u5834\u306e\u62c5\u5f53\u8005\u3078\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u884c\u3044\u3001\u3069\u306e\u696d\u52d9\u306b\u8ab2\u984c\u304c\u3042\u308b\u306e\u304b\u3001AI\u3067\u3069\u306e\u3088\u3046\u306a\u6539\u5584\u3092\u76ee\u6307\u3059\u306e\u304b\u3092\u6574\u7406\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u6b21\u306e\u3088\u3046\u306a\u7528\u9014\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u793e\u5185\u6587\u66f8\u3084\u5951\u7d04\u66f8\u306e\u8981\u7d04<\/li>\n<li>RAG\u3092\u6d3b\u7528\u3057\u305f\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22<\/li>\n<li>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u3088\u308b\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc<\/li>\n<li>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u751f\u6210\u30fb\u30ec\u30d3\u30e5\u30fc<\/li>\n<li>\u8b70\u4e8b\u9332\u3084\u5831\u544a\u66f8\u306a\u3069\u306e\u6587\u66f8\u4f5c\u6210\u652f\u63f4<\/li>\n<\/ul>\n<p>\u76ee\u7684\u304c\u66d6\u6627\u306a\u307e\u307e\u5c0e\u5165\u3092\u9032\u3081\u308b\u3068\u3001\u5fc5\u8981\u4ee5\u4e0a\u306b\u9ad8\u6027\u80fd\u306aGPU\u3092\u8cfc\u5165\u3057\u3066\u3057\u307e\u3063\u305f\u308a\u3001\u9006\u306b\u6027\u80fd\u4e0d\u8db3\u3067\u671f\u5f85\u3057\u305f\u6210\u679c\u304c\u5f97\u3089\u308c\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u300cAI\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u300d\u81ea\u4f53\u304c\u76ee\u7684\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u3001\u73fe\u5834\u3067\u6d3b\u7528\u3055\u308c\u306a\u3044\u30b1\u30fc\u30b9\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div>\n<p>\u5229\u7528\u76ee\u7684\u3092\u5177\u4f53\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3084\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u3092\u9078\u5b9a\u3057\u3084\u3059\u304f\u306a\u308b\u307b\u304b\u300c\u4f5c\u696d\u6642\u9593\u3092\u4f55\u6642\u9593\u524a\u6e1b\u3067\u304d\u305f\u304b\u300d\u300c\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u4ef6\u6570\u304c\u3069\u308c\u3060\u3051\u6539\u5584\u3057\u305f\u304b\u300d\u306a\u3069\u3001\u52b9\u679c\u3092\u5b9a\u91cf\u7684\u306b\u6e2c\u5b9a\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u793e\u5185\u3078\u306e\u6210\u679c\u5831\u544a\u3084DX\u63a8\u9032\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3>\u2461\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u9078\u5b9a\u3068\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h3>\n<p>\u76ee\u7684\u304c\u660e\u78ba\u306b\u306a\u3063\u305f\u3089\u3001\u305d\u308c\u306b\u5408\u308f\u305b\u3066\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u9078\u5b9a\u3057\u307e\u3059\u3002\u5229\u7528\u3059\u308bAI\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3084\u5229\u7528\u4eba\u6570\u3092\u8e0f\u307e\u3048\u3001\u6700\u9069\u306aGPU\u3092\u642d\u8f09\u3057\u305f\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d0\u30fc\u3092\u7528\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u3001<span class=\"q_underline q_underline1\"><strong>GPU\u6027\u80fd\u304c\u63a8\u8ad6\u901f\u5ea6\u3084\u6271\u3048\u308b\u30e2\u30c7\u30eb\u306e\u898f\u6a21\u3092\u5927\u304d\u304f\u5de6\u53f3<\/strong><\/span>\u3057\u307e\u3059\u3002\u300c\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u305f\u3044\u300d\u300c\u8907\u6570\u4eba\u3067\u540c\u6642\u5229\u7528\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u8981\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u5341\u5206\u306aVRAM\u3092\u642d\u8f09\u3057\u305fGPU\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u30b9\u30da\u30c3\u30af\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u30017B\u301c14B\u30af\u30e9\u30b9\u306e\u30e2\u30c7\u30eb\u3067\u3042\u308c\u3070\u6bd4\u8f03\u7684\u9ad8\u6027\u80fd\u306aPC\u3067\u3082\u904b\u7528\u3067\u304d\u307e\u3059\u304c\u300170B\u30af\u30e9\u30b9\u306e\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306b\u306a\u308b\u3068\u3001\u9ad8\u6027\u80fdGPU\u3092\u8907\u6570\u679a\u642d\u8f09\u3057\u305fAI\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u7528\u9014\u306b\u5408\u308f\u306a\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u9078\u3076\u3068\u5341\u5206\u306a\u6027\u80fd\u3092\u767a\u63ee\u3067\u304d\u306a\u304b\u3063\u305f\u308a\u3001\u904e\u5270\u306a\u8a2d\u5099\u6295\u8cc7\u306b\u306a\u3063\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u9078\u5b9a\u3059\u308b\u969b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u5229\u7528\u3059\u308bLLM\u306b\u5fc5\u8981\u306aGPU\u30fbVRAM\u5bb9\u91cf<\/li>\n<li>CPU\u3084\u30e1\u30a4\u30f3\u30e1\u30e2\u30ea\uff08RAM\uff09\u306e\u6027\u80fd<\/li>\n<li>\u30e2\u30c7\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306eSSD\u5bb9\u91cf<\/li>\n<li>\u540c\u6642\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u6570<\/li>\n<li>\u5c06\u6765\u7684\u306a\u30e2\u30c7\u30eb\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3084\u62e1\u5f35\u6027<\/li>\n<\/ul>\n<p>\u307e\u305f\u3001\u9ad8\u6027\u80fdGPU\u306f\u6d88\u8cbb\u96fb\u529b\u3084\u767a\u71b1\u91cf\u3082\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30aa\u30d5\u30a3\u30b9\u3084\u30b5\u30fc\u30d0\u30fc\u30eb\u30fc\u30e0\u3078\u8a2d\u7f6e\u3059\u308b\u5834\u5408\u306f\u3001\u96fb\u6e90\u5bb9\u91cf\u3084\u7a7a\u8abf\u8a2d\u5099\u304c\u5341\u5206\u304b\u3069\u3046\u304b\u3082\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div>\n<h3>\u2462\u5229\u7528\u76ee\u7684\u306b\u5408\u308f\u305b\u305f\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9<\/h3>\n<p>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u6e96\u5099\u304c\u6574\u3063\u305f\u3089\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5b9f\u969b\u306b\u696d\u52d9\u3067\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u958b\u767a\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002Ollama\u306a\u3069\u306e\u5b9f\u884c\u74b0\u5883\u3092\u30d9\u30fc\u30b9\u306b\u3001\u793e\u54e1\u304c\u4f7f\u3044\u3084\u3059\u3044\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u6a5f\u80fd\u3092\u6574\u5099\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306fAPI\u3060\u3051\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u30b3\u30de\u30f3\u30c9\u64cd\u4f5c\u3084API\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b\u305f\u3081\u3001\u4e00\u822c\u793e\u54e1\u304c\u65e5\u5e38\u696d\u52d9\u3067\u5229\u7528\u3059\u308b\u306b\u306f\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8ab0\u3067\u3082\u76f4\u611f\u7684\u306b\u5229\u7528\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8UI\u3084Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u3001<span class=\"q_underline q_underline1\"><strong>\u793e\u5185\u3078\u306e\u5b9a\u7740\u3092\u4fc3\u9032<\/strong><\/span>\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3001\u3088\u308a\u5b9f\u7528\u7684\u306aAI\u57fa\u76e4\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>Ollama\u3092\u5229\u7528\u3057\u305fLLM\u5b9f\u884c\u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>Dify\u306a\u3069\u306e\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u305f\u30c1\u30e3\u30c3\u30c8UI\u306e\u4f5c\u6210<\/li>\n<li>\u793e\u5185\u6587\u66f8\u3092\u691c\u7d22\u3067\u304d\u308bRAG\u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>Microsoft Teams\u3084Slack\u306a\u3069\u306e\u793e\u5185\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a<\/li>\n<li>\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306eAPI\u9023\u643a<\/li>\n<\/ul>\n<p>\u7279\u306b\u3001Dify\u306e\u3088\u3046\u306a\u30ce\u30fc\u30b3\u30fc\u30c9\u30fb\u30ed\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u5c02\u9580\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u884c\u308f\u306a\u304f\u3066\u3082\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084AI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u6bd4\u8f03\u7684\u77ed\u671f\u9593\u3067\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u4f01\u696d\u3078\u306e\u5c0e\u5165\u3067\u306f\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u306e\u63a5\u7d9a\u8a2d\u5b9a\u304c\u8ab2\u984c\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30d7\u30ed\u30ad\u30b7\u30b5\u30fc\u30d0\u30fc\u3084\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306e\u8a2d\u5b9a\u3001\u8a8d\u8a3c\u57fa\u76e4\u3068\u306e\u9023\u643a\u306a\u3069\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u305f\u3081\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3068\u9023\u643a\u3057\u306a\u304c\u3089\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div>\n<h3>\u2463\u30e2\u30c7\u30eb\u5b66\u7fd2\u3068\u904b\u7528<\/h3>\n<p>\u300c\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u3089\u7d42\u308f\u308a\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u969b\u306e\u696d\u52d9\u3067\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u305f\u3081\u306b\u306f\u3001<span class=\"q_underline q_underline1\"><strong>\u81ea\u793e\u306e\u696d\u52d9\u5185\u5bb9\u306b\u5408\u308f\u305b\u3066AI\u3092\u7d99\u7d9a\u7684\u306b\u80b2\u3066\u3066\u3044\u304f\u3053\u3068<\/strong><\/span>\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6700\u5927\u306e\u5f37\u307f\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u72ec\u81ea\u306e\u77e5\u8b58\u3084\u30ce\u30a6\u30cf\u30a6\u3092\u6d3b\u7528\u3067\u304d\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u793e\u5185\u6587\u66f8\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u696d\u52d9\u624b\u9806\u66f8\u3001FAQ\u306a\u3069\u3092AI\u304c\u53c2\u7167\u3067\u304d\u308bRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u3088\u308a\u5b9f\u7528\u7684\u306aAI\u3078\u9032\u5316\u3055\u305b\u3089\u308c\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u904b\u7528\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u898f\u7a0b\u3092RAG\u3078\u5b9a\u671f\u7684\u306b\u53d6\u308a\u8fbc\u3080<\/li>\n<li>\u65b0\u3057\u3044\u88fd\u54c1\u60c5\u5831\u3084\u696d\u52d9\u30eb\u30fc\u30eb\u3092\u7d99\u7d9a\u7684\u306b\u53cd\u6620\u3059\u308b<\/li>\n<li>\u56de\u7b54\u7cbe\u5ea6\u3092\u691c\u8a3c\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u65bd\u3059\u308b<\/li>\n<li>\u5229\u7528\u30ed\u30b0\u3092\u5206\u6790\u3057\u3001\u8aa4\u56de\u7b54\u3084\u6539\u5584\u70b9\u3092\u6d17\u3044\u51fa\u3059<\/li>\n<li>\u5229\u7528\u90e8\u9580\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u904b\u7528\u3092\u6539\u5584\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u3046\u3057\u305f\u904b\u7528\u3092\u7d9a\u3051\u308b\u3053\u3068\u3067\u81ea\u793e\u5c02\u7528\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u304c\u84c4\u7a4d\u3055\u308c\u300cAI\u306b\u805e\u3051\u3070\u793e\u5185\u306e\u60c5\u5831\u304c\u3059\u3050\u306b\u5206\u304b\u308b\u300d\u3068\u3044\u3046\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u65b0\u4eba\u6559\u80b2\u3001\u6280\u8853\u7d99\u627f\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u52b9\u7387\u5316\u306a\u3069\u306b\u3082\u3064\u306a\u304c\u308a\u3001\u7d44\u7e54\u5168\u4f53\u306e\u751f\u7523\u6027\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001AI\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084RAG\u3067\u53c2\u7167\u3059\u308b\u6587\u66f8\u3092\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u53e4\u3044\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u5236\u5ea6\u5909\u66f4\u524d\u306e\u60c5\u5831\u304c\u6b8b\u3063\u3066\u3044\u308b\u3068\u3001\u8aa4\u3063\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u539f\u56e0\u306b\u306a\u308b\u305f\u3081\u3001\u7d99\u7d9a\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u884c\u3046\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u300c\u69cb\u7bc9\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u80b2\u3066\u7d9a\u3051\u308b\u300d\u3068\u3044\u3046\u8996\u70b9\u3092\u6301\u3061\u3001\u81ea\u793e\u306e\u696d\u52d9\u306b\u5408\u308f\u305b\u3066\u6539\u5584\u3092\u91cd\u306d\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<\/div>\n<h2 id=\"I\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b92\u3064<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306b\u306f\u3001\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u67d4\u8edf\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306a\u3069\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u5c0e\u5165\u3059\u308c\u3070\u3059\u3050\u306b\u52b9\u679c\u304c\u51fa\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u4e8b\u524d\u306b\u628a\u63e1\u3057\u3066\u304a\u304f\u3079\u304d\u6ce8\u610f\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u304c\u5fc5\u8981<\/li>\n<li>\u69cb\u7bc9\u30fb\u904b\u7528\u306b\u304a\u3051\u308b\u6280\u8853\u77e5\u8b58\u304c\u5fc5\u8981<\/li>\n<\/ul>\n<h3>\u2460\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u304c\u5fc5\u8981<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u30af\u30e9\u30a6\u30c9\u578bAI\uff08SaaS\uff09\u306e\u3088\u3046\u306b\u3059\u3050\u5229\u7528\u3092\u958b\u59cb\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u7570\u306a\u308a\u3001<span class=\"q_underline q_underline1\"><strong>\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u521d\u671f\u6295\u8cc7\uff08CAPEX\uff09\u304c\u5fc5\u8981<\/strong><\/span>\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u3001\u5927\u898f\u6a21\u306aLLM\u3092\u5feb\u9069\u306b\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u9ad8\u6027\u80fd\u306aGPU\u3084\u5341\u5206\u306aVRAM\u3092\u642d\u8f09\u3057\u305f\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3084AI\u30b5\u30fc\u30d0\u30fc\u3092\u7528\u610f\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u7528\u9014\u306b\u3088\u3063\u3066\u306f\u6570\u5341\u4e07\u5186\u898f\u6a21\u306ePC\u3067\u6e08\u3080\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u8907\u6570\u4eba\u3067\u5229\u7528\u3059\u308b\u4f01\u696d\u74b0\u5883\u308470B\u30af\u30e9\u30b9\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u3092\u904b\u7528\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u6570\u767e\u4e07\u5186\u898f\u6a21\u306eGPU\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u70b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u4e00\u5ea6\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308c\u3070\u3001\u30af\u30e9\u30a6\u30c9AI\u306e\u3088\u3046\u306aAPI\u5229\u7528\u6599\u3084\u30c8\u30fc\u30af\u30f3\u8ab2\u91d1\u304c\u767a\u751f\u3057\u307e\u305b\u3093\u3002\u5229\u7528\u4eba\u6570\u304c\u591a\u3044\u4f01\u696d\u3084\u9577\u671f\u9593\u904b\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a66\u7b97\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u8cbb\u7528\u3082\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<ul>\n<li>GPU\u30fb\u30b5\u30fc\u30d0\u30fc\u672c\u4f53\u306e\u8cfc\u5165\u8cbb\u7528<\/li>\n<li>\u96fb\u6c17\u4ee3\u306a\u3069\u306e\u904b\u7528\u30b3\u30b9\u30c8<\/li>\n<li>\u4fdd\u5b88\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8cbb\u7528<\/li>\n<li>GPU\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u6545\u969c\u30fb\u4ea4\u63db\u8cbb\u7528<\/li>\n<li>\u5c06\u6765\u7684\u306a\u6027\u80fd\u4e0d\u8db3\u306b\u5099\u3048\u305f\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u8cbb\u7528<\/li>\n<\/ul>\n<p>\u9ad8\u6027\u80fdGPU\u306f24\u6642\u9593\u7a3c\u50cd\u3092\u524d\u63d0\u3068\u3059\u308b\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3001\u7d4c\u5e74\u52a3\u5316\u3084\u6545\u969c\u306e\u30ea\u30b9\u30af\u3082\u907f\u3051\u3089\u308c\u307e\u305b\u3093\u3002\u5c0e\u5165\u6642\u306b\u306f\u3001\u8cfc\u5165\u8cbb\u3060\u3051\u3067\u306a\u304f\u4fdd\u5b88\u5951\u7d04\u3084\u4ea4\u63db\u90e8\u54c1\u306a\u3069\u3082\u542b\u3081\u305f\u4e88\u7b97\u3092\u78ba\u4fdd\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u969b\u306f\u30013\u301c5\u5e74\u7a0b\u5ea6\u306e\u904b\u7528\u3092\u898b\u636e\u3048\u305f\u30b3\u30b9\u30c8\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u30af\u30e9\u30a6\u30c9\u578bAI\u3068\u306e\u7dcf\u30b3\u30b9\u30c8\u3092\u6bd4\u8f03\u3057\u305f\u3046\u3048\u3067\u6295\u8cc7\u52b9\u679c\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u5229\u7528\u898f\u6a21\u3084\u76ee\u7684\u306b\u3088\u3063\u3066\u306f\u3001\u521d\u671f\u8cbb\u7528\u304c\u9ad8\u304f\u3066\u3082\u3001\u9577\u671f\u7684\u306b\u306f\u30ed\u30fc\u30ab\u30ebLLM\u306e\u65b9\u304c\u30b3\u30b9\u30c8\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u3089\u308c\u308b\u3053\u3068\u3082\u591a\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n<h3>\u2461\u69cb\u7bc9\u30fb\u904b\u7528\u306b\u304a\u3051\u308b\u6280\u8853\u77e5\u8b58\u304c\u5fc5\u8981<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u53cd\u9762\u3001\u69cb\u7bc9\u3084\u904b\u7528\u306b\u306f\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002AI\u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001GPU\u30b5\u30fc\u30d0\u30fc\u306e\u8a2d\u5b9a\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u6210\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3001RAG\u74b0\u5883\u306e\u69cb\u7bc9\u306a\u3069\u3001\u5e45\u5e83\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u7279\u306b\u3001\u6700\u65b0\u30e2\u30c7\u30eb\u306e\u5c0e\u5165\u3084\u30e2\u30c7\u30eb\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u5b9a\u3001\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u306a\u3069\u306f\u3001\u5c02\u9580\u77e5\u8b58\u304c\u306a\u3051\u308c\u3070\u9069\u5207\u306b\u904b\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u8a2d\u5b9a\u3092\u8aa4\u308b\u3068\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u8106\u5f31\u6027\u304c\u751f\u3058\u305f\u308a\u3001GPU\u6027\u80fd\u3092\u5341\u5206\u306b\u6d3b\u7528\u3067\u304d\u305a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3057\u305f\u308a\u3059\u308b\u6050\u308c\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u69cb\u7bc9\u5f8c\u306e\u904b\u7528\u3082\u91cd\u8981\u3067\u3059\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u696d\u52d9\u30c7\u30fc\u30bf\u3092RAG\u3078\u53cd\u6620\u3057\u305f\u308a\u3001\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u691c\u8a3c\u30fb\u6539\u5584\u3057\u305f\u308a\u3059\u308b\u4f5c\u696d\u3092\u7d99\u7d9a\u7684\u306b\u884c\u308f\u306a\u3051\u308c\u3070\u3001\u671f\u5f85\u3057\u305f\u52b9\u679c\u3092\u7dad\u6301\u3067\u304d\u307e\u305b\u3093\u3002\u793e\u5185\u306b\u751f\u6210AI\u3084\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u306e\u77e5\u898b\u3092\u6301\u3064\u4eba\u6750\u304c\u3044\u306a\u3044\u5834\u5408\u306f\u3001<span class=\"q_underline q_underline1\"><strong>\u7121\u7406\u306b\u81ea\u793e\u3060\u3051\u3067\u9032\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5916\u90e8\u306e\u5c02\u9580\u5bb6\u3078\u76f8\u8ac7\u3059\u308b<\/strong><\/span>\u3053\u3068\u3092\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u751f\u6210AI\u3084\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3078\u4f9d\u983c\u3059\u308b\u3053\u3068\u3067\u3001\u6b21\u306e\u3088\u3046\u306a\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5229\u7528\u76ee\u7684\u306b\u9069\u3057\u305fAI\u30e2\u30c7\u30eb\u30fbGPU\u306e\u9078\u5b9a<\/li>\n<li>\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u306e\u8a2d\u8a08\u30fb\u69cb\u7bc9<\/li>\n<li>RAG\u3084\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08\u30fb\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u6574\u5099<\/li>\n<li>\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u6539\u5584\u3084\u56de\u7b54\u7cbe\u5ea6\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/li>\n<\/ul>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u30ea\u30b9\u30af\u3092\u6291\u3048\u306a\u304c\u3089\u5c0e\u5165\u3092\u9032\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u7d50\u679c\u3068\u3057\u3066\u958b\u767a\u671f\u9593\u3084\u904b\u7528\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u81ea\u793e\u306e\u7af6\u4e89\u529b\u5411\u4e0a\u306b\u3064\u306a\u3052\u308b\u305f\u3081\u306b\u306f\u300c\u69cb\u7bc9\u3067\u304d\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u300c\u7d99\u7d9a\u3057\u3066\u5b89\u5168\u306b\u904b\u7528\u3067\u304d\u308b\u304b\u300d\u3068\u3044\u3046\u8996\u70b9\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u793e\u5185\u3060\u3051\u3067\u5bfe\u5fdc\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u3001\u751f\u6210AI\u306b\u7cbe\u901a\u3057\u305f\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3084\u5c02\u9580\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u306a\u3069\u3001\u5916\u90e8\u30ea\u30bd\u30fc\u30b9\u306e\u6d3b\u7528\u3082\u7a4d\u6975\u7684\u306b\u691c\u8a0e\u3059\u308b\u3068\u3088\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><a id=\"banner_wp_7_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/wp_jirei\/\"><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4264\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/01\/\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u4eba\u6750\u6d3b\u7528\u4e8b\u4f8b\u96c6\u30d0\u30ca\u30fc.png\" alt=\"\" width=\"900\" height=\"200\" \/><\/a><\/p>\n<h2 id=\"J\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\u30fbDX\u63a8\u9032\u306f\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u3078\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5b89\u5168\u306b\u6271\u3044\u306a\u304c\u3089\u751f\u6210AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u5f37\u529b\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u3057\u304b\u3057\u3001AI\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u3084GPU\u30b5\u30fc\u30d0\u30fc\u306e\u69cb\u7bc9\u3001RAG\u74b0\u5883\u306e\u8a2d\u8a08\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u306a\u3069\u3001\u5b9f\u969b\u306e\u5c0e\u5165\u306b\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3068\u7d4c\u9a13\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>\u3082\u3057\u300c\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u3044\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u300c\u81ea\u793e\u306b\u6700\u9069\u306a\u69cb\u6210\u3092\u76f8\u8ac7\u3057\u305f\u3044\u300d\u300cPoC\u304b\u3089\u672c\u683c\u5c0e\u5165\u307e\u3067\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u307b\u3057\u3044\u300d\u3068\u304a\u60a9\u307f\u3067\u3042\u308c\u3070\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u3092\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u306b\u306f\u3001\u751f\u6210AI\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3001DX\u63a8\u9032\u3001IT\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u306a\u3069\u3001\u8c4a\u5bcc\u306a\u5b9f\u7e3e\u3092\u6301\u3064\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u591a\u6570\u767b\u9332\u3057\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u306e\u8ab2\u984c\u3084\u76ee\u7684\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u5c02\u9580\u4eba\u6750\u3068\u30de\u30c3\u30c1\u30f3\u30b0\u53ef\u80fd\u306a\u305f\u3081\u3001\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u6301\u3064\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3068\u3068\u3082\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u652f\u63f4\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30ed\u30fc\u30ab\u30ebLLM\u5c0e\u5165\u306b\u5411\u3051\u305f\u8981\u4ef6\u5b9a\u7fa9\u30fb\u6226\u7565\u7acb\u6848<\/li>\n<li>AI\u30e2\u30c7\u30eb\u30fbGPU\u30fb\u30b5\u30fc\u30d0\u30fc\u69cb\u6210\u306e\u9078\u5b9a<\/li>\n<li>Ollama\u3084Dify\u306a\u3069\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9<\/li>\n<li>RAG\u74b0\u5883\u3084\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u652f\u63f4<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08\u30fb\u904b\u7528\u4f53\u5236\u306e\u69cb\u7bc9<\/li>\n<li>DX\u63a8\u9032\u306b\u5411\u3051\u305f\u696d\u52d9\u6539\u5584\u30fbAI\u6d3b\u7528\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/li>\n<\/ul>\n<p>\u307e\u305f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d\u3067\u5fc5\u8981\u306a\u4eba\u6750\u3092\u67d4\u8edf\u306b\u30a2\u30b5\u30a4\u30f3\u3067\u304d\u308b\u305f\u3081\u3001\u6b63\u793e\u54e1\u3092\u65b0\u305f\u306b\u63a1\u7528\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u5fc5\u8981\u306a\u671f\u9593\u3060\u3051\u5c02\u9580\u5bb6\u306e\u77e5\u898b\u3092\u6d3b\u7528\u3067\u304d\u308b\u70b9\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u5c02\u9580\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u304c\u8cb4\u793e\u306e\u8ab2\u984c\u306b\u5408\u308f\u305b\u305f\u6700\u9069\u306a\u5c0e\u5165\u30d7\u30e9\u30f3\u3092\u3054\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n<p><a id=\"banner_wp_34_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/wp_freeconsultant.jp_introduction\/\"><br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/11\/FC\u30b5\u30fc\u30d3\u30b9\u8cc7\u6599WP.png\" alt=\"\" width=\"900\" height=\"200\" class=\"alignnone size-full wp-image-9405\" \/><\/a><\/p>\n<h2 id=\"K\">\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u306b\u3088\u308bDX\u63a8\u9032\u4e8b\u4f8b<\/h2>\n<p>DX\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u73fe\u5834\u306e\u8ab2\u984c\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3057\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3084\u7d44\u7e54\u4f53\u5236\u307e\u3067\u542b\u3081\u3066\u6539\u5584\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u751f\u6210AI\u3084\u30ed\u30fc\u30ab\u30ebLLM\u306a\u3069\u306e\u6700\u65b0\u6280\u8853\u3092\u6d3b\u7528\u3057\u305fDX\u63a8\u9032\u3067\u306f\u300c\u3069\u306e\u6280\u8853\u3092\u9078\u3076\u3079\u304d\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u300c\u793e\u5185\u306b\u5c02\u9580\u4eba\u6750\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u300d\u300c\u5c0e\u5165\u3057\u305f\u3082\u306e\u306e\u73fe\u5834\u3067\u6d3b\u7528\u3055\u308c\u306a\u3044\u300d\u306a\u3069\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u4f01\u696d\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u6b21\u9805\u3067\u306f\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u304c\u652f\u63f4\u3057\u305fDX\u63a8\u9032\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5b9f\u969b\u306e\u8ab2\u984c\u3084\u89e3\u6c7a\u7b56\u3092\u901a\u3058\u3066\u3001\u751f\u6210AI\u30fbIT\u6d3b\u7528\u306b\u3088\u308b\u696d\u52d9\u6539\u9769\u306e\u9032\u3081\u65b9\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u5927\u624b\u98f2\u98df\u30b5\u30fc\u30d3\u30b9\u69d8<\/li>\n<li>\u5927\u624b\u901a\u4fe1\u30ad\u30e3\u30ea\u30a2\u69d8<\/li>\n<\/ul>\n<h3>\u5927\u624b\u98f2\u98df\u30b5\u30fc\u30d3\u30b9\u69d8<\/h3>\n<p>\u5927\u624b\u98f2\u98df\u30b5\u30fc\u30d3\u30b9\u69d8\u3067\u306f\u3001\u5546\u54c1\u306e\u9700\u8981\u304c\u5929\u5019\u3001\u5b63\u7bc0\u3001\u9023\u4f11\u3001\u30a4\u30d9\u30f3\u30c8\u3001\u30c8\u30ec\u30f3\u30c9\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u8981\u56e0\u306b\u3088\u3063\u3066\u5909\u52d5\u3059\u308b\u305f\u3081\u3001\u9069\u5207\u306a\u5728\u5eab\u7ba1\u7406\u3084\u767a\u6ce8\u91cf\u306e\u5224\u65ad\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002\u3053\u308c\u307e\u3067\u904e\u53bb\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3084\u73fe\u5834\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u3092\u3082\u3068\u306b\u9700\u8981\u4e88\u6e2c\u3084\u5728\u5eab\u767a\u6ce8\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u4e88\u6e2c\u7cbe\u5ea6\u306b\u9650\u754c\u304c\u3042\u308a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u98df\u54c1\u30fb\u98f2\u98df\u9818\u57df\u306b\u7cbe\u901a\u3057\u305fAI\u4eba\u6750\u4e0d\u8db3<\/li>\n<li>\u9700\u8981\u4e88\u6e2c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a2d\u8a08\u30fb\u6539\u5584\u3067\u304d\u308b\u4eba\u6750\u4e0d\u8db3<\/li>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u73fe\u5834\u8ab2\u984c\u3092\u3064\u306a\u3050\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u4e0d\u8db3<\/li>\n<li>\u5929\u5019\u3084\u5b63\u7bc0\u5909\u52d5\u306a\u3069\u3001\u591a\u69d8\u306a\u8981\u56e0\u3092\u8003\u616e\u3057\u305f\u7cbe\u5ea6\u306e\u9ad8\u3044\u4e88\u6e2c\u304c\u56f0\u96e3\u3060\u3063\u305f<\/li>\n<\/ul>\n<p>\u793e\u5185\u306b\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5728\u7c4d\u3057\u3066\u3044\u305f\u3082\u306e\u306e\u3001\u98df\u54c1\u30fb\u98f2\u98df\u696d\u754c\u7279\u6709\u306e\u696d\u52d9\u77e5\u8b58\u3092\u8e0f\u307e\u3048\u3066\u5206\u6790\u8981\u4ef6\u3092\u6574\u7406\u3057\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u958b\u767a\u3092\u63a8\u9032\u3067\u304d\u308b\u4eba\u6750\u304c\u4e0d\u8db3\u3057\u3066\u3044\u305f\u3053\u3068\u304b\u3089\u3001\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u7e4b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u98df\u54c1\u30fb\u98f2\u98df\u9818\u57df\u306b\u304a\u3051\u308b\u9700\u8981\u4e88\u6e2c\u306e\u7cbe\u5ea6\u5411\u4e0a\u3092\u76ee\u7684\u306b\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u53c2\u753b\u3057\u3001\u4ee5\u4e0b\u306e\u652f\u63f4\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u65e2\u5b58\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3084\u5728\u5eab\u30c7\u30fc\u30bf\u306e\u5206\u6790<\/li>\n<li>\u9700\u8981\u5909\u52d5\u306b\u5f71\u97ff\u3059\u308b\u8981\u56e0\u306e\u6574\u7406<\/li>\n<li>\u98df\u54c1\u9700\u8981\u4e88\u6e2c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a2d\u8a08\u652f\u63f4<\/li>\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u9023\u643a\u3057\u305f\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u958b\u767a<\/li>\n<li>PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u3088\u308b\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306e\u691c\u8a3c<\/li>\n<li>\u5b9f\u5e97\u8217\u3067\u5229\u7528\u53ef\u80fd\u306a\u904b\u7528\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9<\/li>\n<\/ul>\n<p>\u5929\u5019\u30fb\u5b63\u7bc0\u30fb\u66dc\u65e5\u30fb\u9023\u4f11\u30fb\u30c8\u30ec\u30f3\u30c9\u306a\u3069\u3001\u5f93\u6765\u306f\u4eba\u306e\u7d4c\u9a13\u306b\u983c\u3063\u3066\u3044\u305f\u8981\u7d20\u3092\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5206\u6790\u3057\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u9700\u8981\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3092\u9032\u3081\u305f\u7d50\u679c\u3001\u98df\u54c1\u9700\u8981\u4e88\u6e2c\u30fb\u5728\u5eab\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3057\u3001\u5b9f\u904b\u7528\u306b\u6d3b\u7528\u3067\u304d\u308b\u30ec\u30d9\u30eb\u307e\u3067\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u4e88\u6e2c\u304c\u5916\u308c\u308b\u3053\u3068\u3082\u591a\u304b\u3063\u305f\u767a\u6ce8\u696d\u52d9\u306b\u304a\u3044\u3066\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u9700\u8981\u4e88\u6e2c\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u5404\u5e97\u8217\u306e\u5fc5\u8981\u5728\u5eab\u3092\u3088\u308a\u6b63\u78ba\u306b\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n<h3>\u5927\u624b\u901a\u4fe1\u30ad\u30e3\u30ea\u30a2\u69d8<\/h3>\n<p>\u5927\u624b\u901a\u4fe1\u30ad\u30e3\u30ea\u30a2\u69d8\u3067\u306f\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u57fa\u6e96\u306b\u6cbf\u3063\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u304c\u5341\u5206\u306b\u6574\u5099\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u30b0\u30ed\u30fc\u30d0\u30eb\u30ec\u30d9\u30eb\u306e\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u77e5\u898b\u4e0d\u8db3<\/li>\n<li>\u56fd\u969b\u57fa\u6e96\u306b\u5bfe\u5fdc\u3057\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u3084\u904b\u7528\u30eb\u30fc\u30eb\u306e\u672a\u6574\u5099<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u69cb\u7bc9\u306e\u7d4c\u9a13\u3092\u6301\u3064\u4eba\u6750\u306e\u4e0d\u8db3<\/li>\n<li>\u793e\u5185\u516c\u7528\u8a9e\u3067\u3042\u308b\u82f1\u8a9e\u3092\u7528\u3044\u305f\u30b0\u30ed\u30fc\u30d0\u30eb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u4eba\u6750\u306e\u4e0d\u8db3<\/li>\n<\/ul>\n<p>\u60c5\u5831\u8cc7\u7523\u3092\u9069\u5207\u306b\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u5ea6\u306b\u5fdc\u3058\u305f\u7ba1\u7406\u57fa\u6e96\u3084\u5fc5\u8981\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u5b9a\u7fa9\u3057\u3001\u5404\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u30fb\u904b\u7528\u3078\u53cd\u6620\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u65e2\u5b58\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u306f\u56fd\u969b\u57fa\u6e96\u3078\u306e\u6e96\u62e0\u304c\u5341\u5206\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u3089\u3092\u5b9f\u969b\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u3057\u3066\u904b\u7528\u3059\u308b\u4ed5\u7d44\u307f\u3082\u6574\u5099\u3055\u308c\u3066\u3044\u306a\u3044\u72b6\u614b\u3067\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u3067\u306f\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u57fa\u6e96\u306b\u5bfe\u5fdc\u3057\u305f\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u652f\u63f4\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u73fe\u884c\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u30fb\u30dd\u30ea\u30b7\u30fc\u306e\u898b\u76f4\u3057<\/li>\n<li>\u56fd\u969b\u57fa\u6e96\u306b\u6e96\u62e0\u3057\u305f\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30eb\u30fc\u30eb\u306e\u7b56\u5b9a<\/li>\n<li>\u60c5\u5831\u30fb\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u5ea6\u306b\u5fdc\u3058\u305f\u7ba1\u7406\u57fa\u6e96\u306e\u5b9a\u7fa9<\/li>\n<li>\u5404\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u30fb\u904b\u7528\u3078\u9069\u7528\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306e\u6574\u7406<\/li>\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u904b\u7528\u30d7\u30ed\u30bb\u30b9\u8a2d\u8a08<\/li>\n<li>\u30b0\u30ed\u30fc\u30d0\u30eb\u62e0\u70b9\u3068\u306e\u82f1\u8a9e\u306b\u3088\u308b\u8abf\u6574\u30fb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u652f\u63f4<\/li>\n<\/ul>\n<p>\u30eb\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306b\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7dad\u6301\u30fb\u6539\u5584\u3067\u304d\u308b\u3088\u3046\u3001\u904b\u7528\u4f53\u5236\u3084\u793e\u5185\u3078\u306e\u5b9a\u7740\u65b9\u6cd5\u307e\u3067\u542b\u3081\u3066\u652f\u63f4\u3057\u305f\u7d50\u679c\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u57fa\u6e96\u306b\u5bfe\u5fdc\u3057\u305f\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u306e\u69cb\u7bc9\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u56fd\u5185\u5916\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u4fe1\u983c\u6027\u3092\u793a\u305b\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u305f\u307b\u304b\u3001\u5916\u90e8\u5c02\u9580\u4eba\u6750\u306e\u77e5\u898b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u793e\u5185\u306b\u306f\u306a\u304b\u3063\u305f\u30b0\u30ed\u30fc\u30d0\u30eb\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08\u30fb\u904b\u7528\u30ce\u30a6\u30cf\u30a6\u3092\u84c4\u7a4d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u5c06\u6765\u7684\u306b\u306f\u3001\u81ea\u793e\u5185\u3067\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3067\u304d\u308b\u4f53\u5236\u3065\u304f\u308a\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n<\/div>\n<h2 id=\"L\">\u307e\u3068\u3081<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u305b\u305a\u306b\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001<span class=\"q_underline q_underline1\"><strong>\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u4f01\u696d\u3067\u3082\u5b89\u5168\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059<\/strong><\/span>\u3002\u9577\u671f\u7684\u306a\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u306e\u5b89\u5b9a\u5229\u7528\u3001\u81ea\u793e\u696d\u52d9\u306b\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306a\u3069\u30e1\u30ea\u30c3\u30c8\u3082\u591a\u304f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u52d9\u306e\u52b9\u7387\u5316\u304c\u671f\u5f85\u3067\u304d\u308b\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u5c0e\u5165\u306b\u306f\u9069\u5207\u306aGPU\u3084\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u306e\u9078\u5b9a\u306a\u3069\u3001\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u3067\u306f\u3001\u751f\u6210AI\u6d3b\u7528\u3001DX\u63a8\u9032\u3001\u30b7\u30b9\u30c6\u30e0\u5c0e\u5165\u3001AI\u57fa\u76e4\u69cb\u7bc9\u306a\u3069\u306e\u8c4a\u5bcc\u306a\u77e5\u898b\u3092\u6301\u3064\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u4eba\u6750\u3092\u3054\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002\u8981\u4ef6\u6574\u7406\u304b\u3089\u5c0e\u5165\u6226\u7565\u306e\u7b56\u5b9a\u3001\u74b0\u5883\u69cb\u7bc9\u3001\u904b\u7528\u5b9a\u7740\u307e\u3067\u3001\u4f01\u696d\u3054\u3068\u306e\u8ab2\u984c\u306b\u5408\u308f\u305b\u305f\u652f\u63f4\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u300c\u3069\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3079\u3070\u3088\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u300c\u81ea\u793e\u306b\u9069\u3057\u305fGPU\u30fb\u30b5\u30fc\u30d0\u30fc\u69cb\u6210\u3092\u77e5\u308a\u305f\u3044\u300d\u300c\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305fDX\u3092\u63a8\u9032\u3057\u305f\u3044\u300d\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u62b1\u3048\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u3078\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a id=\"banner_wp_11_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/contact\/\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-1024x576.png\" alt=\"\" width=\"1024\" height=\"576\" class=\"alignnone size-large wp-image-5753\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<div class=\"list-box q_frame related-posts\"><p>\u95a2\u9023\u8a18\u4e8b<\/p><div class=\"related-posts__list\"><a class=\"related-posts__item\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/deepseek-local\/\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/175-300x169.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/175-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/175-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/175-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/175-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/175.png 1672w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><div class=\"related-posts__title\">DeepSeek\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u304b\u3059\u65b9\u6cd5\uff5cOllama\u30fbLM Studi...<\/div><\/a><a class=\"related-posts__item\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/genspark-local\/\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/234-300x169.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/234-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/234-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/234-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/234-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/234.png 1672w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><div class=\"related-posts__title\">Genspark \u30ed\u30fc\u30ab\u30eb\u3068\u306f\uff1f3\u3064\u306e\u610f\u5473\u3068\u4f7f\u3044\u65b9\u3092\u6574\u7406<\/div><\/a><a class=\"related-posts__item\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/github-copilot-local\/\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/190-300x169.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/190-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/190-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/190-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/190-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/07\/190.png 1672w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><div class=\"related-posts__title\">GitHub Copilot\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u4f7f\u3046\u65b9\u6cd5\uff5cOllama\u9023\u643a\u30fb\u30aa...<\/div><\/a><a class=\"related-posts__item\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/microsoft-copilot-studio-local\/\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/204-300x169.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/204-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/204-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/204-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/204-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/204.png 1672w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><div class=\"related-posts__title\">Microsoft Copilot Studio\u306f\u30ed\u30fc\u30ab\u30eb\u3067\u4f7f\u3048\u308b\uff1f\u5b9f...<\/div><\/a><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":17327,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[71],"tags":[],"class_list":["post-17326","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dx"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac - freeconsultant.jp for Business<\/title>\n<meta name=\"description\" content=\"\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac - freeconsultant.jp for Business\" \/>\n<meta property=\"og:description\" content=\"\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/\" \/>\n<meta property=\"og:site_name\" content=\"freeconsultant.jp for Business\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/freeconsultant.jp\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-28T04:08:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-28T05:47:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png\" \/>\n\t<meta property=\"og:image:width\" content=\"700\" \/>\n\t<meta property=\"og:image:height\" content=\"440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"bproadm\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@free_consultant\" \/>\n<meta name=\"twitter:site\" content=\"@free_consultant\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"bproadm\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"60\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/\"},\"author\":{\"name\":\"bproadm\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#\\\/schema\\\/person\\\/30c423e0310330ee671e20bb90f244ac\"},\"headline\":\"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac\",\"datePublished\":\"2026-08-28T04:08:44+00:00\",\"dateModified\":\"2026-08-28T05:47:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/\"},\"wordCount\":515,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/9.png\",\"articleSection\":[\"DX\\\/\u6700\u65b0\u6280\u8853\"],\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/\",\"url\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/\",\"name\":\"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac - freeconsultant.jp for Business\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/9.png\",\"datePublished\":\"2026-08-28T04:08:44+00:00\",\"dateModified\":\"2026-08-28T05:47:20+00:00\",\"description\":\"\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#primaryimage\",\"url\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/9.png\",\"contentUrl\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/9.png\",\"width\":700,\"height\":440},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/business-column\\\/localllm\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#website\",\"url\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/\",\"name\":\"freeconsultant.jp for Business\",\"description\":\"\u5373\u6226\u529b\u306e\u5916\u90e8\u30d7\u30ed\u4eba\u6750\u304c \u7d44\u7e54\u306b\u6539\u9769\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\",\"publisher\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#organization\",\"name\":\"\u682a\u5f0f\u4f1a\u793e\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9\",\"alternateName\":\"\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9\",\"url\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/Logo_Vertical_for_Light.jpg\",\"contentUrl\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/Logo_Vertical_for_Light.jpg\",\"width\":1200,\"height\":935,\"caption\":\"\u682a\u5f0f\u4f1a\u793e\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9\"},\"image\":{\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/freeconsultant.jp\\\/\",\"https:\\\/\\\/x.com\\\/free_consultant\",\"https:\\\/\\\/www.linkedin.com\\\/showcase\\\/104039280\\\/admin\\\/feed\\\/posts\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/#\\\/schema\\\/person\\\/30c423e0310330ee671e20bb90f244ac\",\"name\":\"bproadm\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b8ab74215c42e8823fbcb07fcca90f22264bf541997fef049d042ce3b3685c37?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b8ab74215c42e8823fbcb07fcca90f22264bf541997fef049d042ce3b3685c37?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b8ab74215c42e8823fbcb07fcca90f22264bf541997fef049d042ce3b3685c37?s=96&d=mm&r=g\",\"caption\":\"bproadm\"},\"url\":\"https:\\\/\\\/mirai-works.co.jp\\\/business-pro\\\/author\\\/bproadm\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac - freeconsultant.jp for Business","description":"\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/","og_locale":"ja_JP","og_type":"article","og_title":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac - freeconsultant.jp for Business","og_description":"\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a","og_url":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/","og_site_name":"freeconsultant.jp for Business","article_publisher":"https:\/\/www.facebook.com\/freeconsultant.jp\/","article_published_time":"2026-08-28T04:08:44+00:00","article_modified_time":"2026-08-28T05:47:20+00:00","og_image":[{"width":700,"height":440,"url":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png","type":"image\/png"}],"author":"bproadm","twitter_card":"summary_large_image","twitter_creator":"@free_consultant","twitter_site":"@free_consultant","twitter_misc":{"\u57f7\u7b46\u8005":"bproadm","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"60\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#article","isPartOf":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/"},"author":{"name":"bproadm","@id":"https:\/\/mirai-works.co.jp\/business-pro\/#\/schema\/person\/30c423e0310330ee671e20bb90f244ac"},"headline":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac","datePublished":"2026-08-28T04:08:44+00:00","dateModified":"2026-08-28T05:47:20+00:00","mainEntityOfPage":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/"},"wordCount":515,"commentCount":0,"publisher":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/#organization"},"image":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#primaryimage"},"thumbnailUrl":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png","articleSection":["DX\/\u6700\u65b0\u6280\u8853"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/","url":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/","name":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac - freeconsultant.jp for Business","isPartOf":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#primaryimage"},"image":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#primaryimage"},"thumbnailUrl":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png","datePublished":"2026-08-28T04:08:44+00:00","dateModified":"2026-08-28T05:47:20+00:00","description":"\u4f01\u696d\u3067\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e00\u65b9\u3001\u9867\u5ba2\u60c5\u5831\u3084\u8a2d\u8a08\u56f3\u9762\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306a\u3069\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f01\u696d\u3067\u306f\u3001\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3078\u306e\u5bfe\u5fdc\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a","breadcrumb":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#primaryimage","url":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png","contentUrl":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/9.png","width":700,"height":440},{"@type":"BreadcrumbList","@id":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/localllm\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/mirai-works.co.jp\/business-pro\/"},{"@type":"ListItem","position":2,"name":"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u63a8\u5968\u30b9\u30da\u30c3\u30af\u3092\u89e3\u8aac"}]},{"@type":"WebSite","@id":"https:\/\/mirai-works.co.jp\/business-pro\/#website","url":"https:\/\/mirai-works.co.jp\/business-pro\/","name":"freeconsultant.jp for Business","description":"\u5373\u6226\u529b\u306e\u5916\u90e8\u30d7\u30ed\u4eba\u6750\u304c \u7d44\u7e54\u306b\u6539\u9769\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002","publisher":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mirai-works.co.jp\/business-pro\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/mirai-works.co.jp\/business-pro\/#organization","name":"\u682a\u5f0f\u4f1a\u793e\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9","alternateName":"\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9","url":"https:\/\/mirai-works.co.jp\/business-pro\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/mirai-works.co.jp\/business-pro\/#\/schema\/logo\/image\/","url":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/03\/Logo_Vertical_for_Light.jpg","contentUrl":"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/03\/Logo_Vertical_for_Light.jpg","width":1200,"height":935,"caption":"\u682a\u5f0f\u4f1a\u793e\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9"},"image":{"@id":"https:\/\/mirai-works.co.jp\/business-pro\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/freeconsultant.jp\/","https:\/\/x.com\/free_consultant","https:\/\/www.linkedin.com\/showcase\/104039280\/admin\/feed\/posts\/"]},{"@type":"Person","@id":"https:\/\/mirai-works.co.jp\/business-pro\/#\/schema\/person\/30c423e0310330ee671e20bb90f244ac","name":"bproadm","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/b8ab74215c42e8823fbcb07fcca90f22264bf541997fef049d042ce3b3685c37?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b8ab74215c42e8823fbcb07fcca90f22264bf541997fef049d042ce3b3685c37?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b8ab74215c42e8823fbcb07fcca90f22264bf541997fef049d042ce3b3685c37?s=96&d=mm&r=g","caption":"bproadm"},"url":"https:\/\/mirai-works.co.jp\/business-pro\/author\/bproadm\/"}]}},"_links":{"self":[{"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/posts\/17326","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/comments?post=17326"}],"version-history":[{"count":3,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/posts\/17326\/revisions"}],"predecessor-version":[{"id":17345,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/posts\/17326\/revisions\/17345"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/media\/17327"}],"wp:attachment":[{"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/media?parent=17326"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/categories?post=17326"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mirai-works.co.jp\/business-pro\/wp-json\/wp\/v2\/tags?post=17326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}