{"id":14432,"date":"2025-04-10T11:23:02","date_gmt":"2025-04-10T02:23:02","guid":{"rendered":"https:\/\/extan.jp\/?p=14432"},"modified":"2025-04-17T12:31:08","modified_gmt":"2025-04-17T03:31:08","slug":"%e7%84%a1%e6%96%99llm%e3%81%a8%e3%82%a8%e3%82%af%e3%82%bb%e3%83%ab%e9%96%a2%e6%95%b0%e3%81%a7%e8%87%aa%e5%8b%95%e4%bb%95%e8%a8%b3%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%ef%bc%81%e3%83%8d%e3%83%83","status":"publish","type":"post","link":"https:\/\/extan.jp\/?p=14432","title":{"rendered":"\u7121\u6599LLM\u3068\u30a8\u30af\u30bb\u30eb\u95a2\u6570\u3067\u53d6\u5f15\u30c7\u30fc\u30bf\u306e\u7d4c\u8cbb\u4ed5\u8a33\u3092\u81ea\u52d5\u5316\u3059\u308b\u65b9\u6cd5\uff01\u30cd\u30c3\u30c8\u672a\u63a5\u7d9a\u3067OK\uff01"},"content":{"rendered":"<p>\u53d6\u5f15\u30c7\u30fc\u30bf\u306e\u7d4c\u8cbb\u4ed5\u8a33\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u2026<br \/>\n\u305d\u3093\u306a\u3068\u304d\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u3051\u3069\u3001\u305d\u3093\u306a\u4e2d\u3067\u60a9\u3080\u3053\u3068\u306f\u3001<\/p>\n<div class=\"kininarukoto1\">\n<p>\u30fb\u53d6\u5f15\u5185\u5bb9\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u52d8\u5b9a\u79d1\u76ee\u304c\u5206\u304b\u3089\u306a\u3044\u306e\u3067\u81ea\u52d5\u5224\u5b9a\u3057\u305f\u3044\u304c\u65b9\u6cd5\u304c\u308f\u304b\u3089\u306a\u3044<br \/>\n\u30fb\u6bce\u56de\u624b\u52d5\u3067\u52d8\u5b9a\u79d1\u76ee\u3092\u5165\u529b\u3059\u308b\u306e\u304c\u9762\u5012\u3067\u81ea\u52d5\u5316\u3057\u305f\u3044\u304c\u65b9\u6cd5\u304c\u308f\u304b\u3089\u306a\u3044<\/p>\n<\/div>\n<p>\u3067\u3059\u3088\u306d\u3002<\/p>\n<p>\u4eca\u56de\u306f\u305d\u3093\u306a\u304a\u60a9\u307f\u3092\u89e3\u6c7a\u3059\u308b<\/p>\n<div class=\"rdinfo\">\u30fb\u30ed\u30fc\u30ab\u30ebLLM\u3068\u30a8\u30af\u30bb\u30ebVBA\u3092\u4f7f\u3063\u305f\u52d8\u5b9a\u79d1\u76ee\u306e\u81ea\u52d5\u5224\u5b9a\u306e\u65b9\u6cd5<\/div>\n<p>\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3059\uff01<\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u78ba\u5b9a\u7533\u544a\u306b\u5411\u3051\u305f\u5e33\u7c3f\u306e\u52d8\u5b9a\u79d1\u76ee\u306e\u4ed5\u5206\u3051\u304c\u975e\u5e38\u306b\u9762\u5012\u3067\u3057\u305f\u306e\u3068\u3001\u4eca\u8208\u5473\u304c\u3042\u308b\u30ed\u30fc\u30ab\u30ebLLM\u3092\u6d3b\u7528\u3057\u305f\u3044\u3068\u601d\u3044\u3001\u3061\u3087\u3063\u3068\u4f5c\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_66_1 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\">\u3082\u304f\u3058<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/extan.jp\/?p=14432\/#%E8%87%AA%E5%8B%95%E3%81%A7%E5%8B%98%E5%AE%9A%E7%A7%91%E7%9B%AE%E3%82%92%E5%88%A4%E5%AE%9A%E3%81%99%E3%82%8B%E8%87%AA%E5%8B%95%E4%BB%95%E5%88%86%E3%81%91%E9%96%A2%E6%95%B0%E3%81%AE%E5%AE%8C%E6%88%90%E3%82%A4%E3%83%A1%E3%83%BC%E3%82%B8\" title=\"\u81ea\u52d5\u3067\u52d8\u5b9a\u79d1\u76ee\u3092\u5224\u5b9a\u3059\u308b\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8\">\u81ea\u52d5\u3067\u52d8\u5b9a\u79d1\u76ee\u3092\u5224\u5b9a\u3059\u308b\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/extan.jp\/?p=14432\/#%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%81%A8%E3%81%AF%EF%BC%9F\" title=\"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/extan.jp\/?p=14432\/#%E3%82%A8%E3%82%AF%E3%82%BB%E3%83%ABVBA%E3%81%A7%E8%87%AA%E5%8B%95%E4%BB%95%E8%A8%B3%E3%81%AE%E9%96%A2%E6%95%B0%E3%82%92%E4%BD%9C%E6%88%90\" title=\"\u30a8\u30af\u30bb\u30ebVBA\u3067\u81ea\u52d5\u4ed5\u8a33\u306e\u95a2\u6570\u3092\u4f5c\u6210\">\u30a8\u30af\u30bb\u30ebVBA\u3067\u81ea\u52d5\u4ed5\u8a33\u306e\u95a2\u6570\u3092\u4f5c\u6210<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/extan.jp\/?p=14432\/#%E9%96%A2%E6%95%B0%E5%90%8D%E3%81%A8%E6%A7%8B%E6%96%87\" title=\"\u95a2\u6570\u540d\u3068\u69cb\u6587\">\u95a2\u6570\u540d\u3068\u69cb\u6587<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/extan.jp\/?p=14432\/#VBA%E3%82%B3%E3%83%BC%E3%83%89\" title=\"VBA\u30b3\u30fc\u30c9\">VBA\u30b3\u30fc\u30c9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/extan.jp\/?p=14432\/#VBA%E3%81%AE%E5%AE%9F%E8%A3%85%E6%89%8B%E9%A0%86\" title=\"VBA\u306e\u5b9f\u88c5\u624b\u9806\">VBA\u306e\u5b9f\u88c5\u624b\u9806<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/extan.jp\/?p=14432\/#%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%82%92%E5%8B%95%E3%81%8B%E3%81%99%E3%83%97%E3%83%A9%E3%83%83%E3%83%88%E3%83%95%E3%82%A9%E3%83%BC%E3%83%A0%E3%82%92%E5%AE%9F%E8%A3%85\" title=\"\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5b9f\u88c5\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5b9f\u88c5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/extan.jp\/?p=14432\/#%E4%BD%BF%E7%94%A8%E3%81%99%E3%82%8B%E3%82%B5%E3%83%B3%E3%83%97%E3%83%AB%E3%83%87%E3%83%BC%E3%82%BF\" title=\"\u4f7f\u7528\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\">\u4f7f\u7528\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/extan.jp\/?p=14432\/#%E8%87%AA%E5%8B%95%E4%BB%95%E5%88%86%E3%81%91%E9%96%A2%E6%95%B0%E3%81%AE%E4%BD%BF%E3%81%84%E6%96%B9\" title=\"\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u4f7f\u3044\u65b9\">\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u4f7f\u3044\u65b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/extan.jp\/?p=14432\/#%E8%87%AA%E5%8B%95%E4%BB%95%E5%88%86%E3%81%91%E9%96%A2%E6%95%B0%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\" title=\"\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\">\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/extan.jp\/?p=14432\/#%E3%81%95%E3%81%84%E3%81%94%E3%81%AB\" title=\"\u3055\u3044\u3054\u306b\">\u3055\u3044\u3054\u306b<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%8B%95%E3%81%A7%E5%8B%98%E5%AE%9A%E7%A7%91%E7%9B%AE%E3%82%92%E5%88%A4%E5%AE%9A%E3%81%99%E3%82%8B%E8%87%AA%E5%8B%95%E4%BB%95%E5%88%86%E3%81%91%E9%96%A2%E6%95%B0%E3%81%AE%E5%AE%8C%E6%88%90%E3%82%A4%E3%83%A1%E3%83%BC%E3%82%B8\"><\/span>\u81ea\u52d5\u3067\u52d8\u5b9a\u79d1\u76ee\u3092\u5224\u5b9a\u3059\u308b\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u81ea\u52d5\u3067\u52d8\u5b9a\u79d1\u76ee\u3092\u5224\u5b9a\u3059\u308b\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u5b8c\u6210\u30a4\u30e1\u30fc\u30b8\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001<\/p>\n<div class=\"c_box intitle pink_box\"><div class=\"box_title\"><span>POINT<\/span><\/div>\n\u300c\u6771\u4eac\u30ac\u30b9\u30ac\u30b9\u30ea\u30e8\u30a6\u30ad\u30f32024\/01\u300d\u3068\u300c\u652f\u6255\u300d\u3068\u3044\u3046\u8a18\u8f09\u304b\u3089\u300c\u6c34\u9053\u5149\u71b1\u8cbb\u300d\u3068\u81ea\u52d5\u3067\u5224\u5b9a\u3055\u308c\u308b <\/div>\n<p>\u306a\u3069\u306e\u64cd\u4f5c\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u3092\u5165\u308c\u308b\u3068\u3001<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14458\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image.png\" alt=\"\" width=\"1490\" height=\"156\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image.png 1490w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-300x31.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-1024x107.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-768x80.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-718x75.png 718w\" sizes=\"auto, (max-width: 1490px) 100vw, 1490px\" \/>\n<p>\u52d8\u5b9a\u79d1\u76ee\u304c\u81ea\u52d5\u3067\u5165\u308a\u307e\u3059\uff01<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14461\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3.png\" alt=\"\" width=\"1237\" height=\"179\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3.png 1237w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-300x43.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-1024x148.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-768x111.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-718x104.png 718w\" sizes=\"auto, (max-width: 1237px) 100vw, 1237px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u300c\u53ce\u652f\u300d\u5217\u306b\u5fdc\u3058\u3066\u3001\u7121\u6599\u306e\u30ed\u30fc\u30ab\u30ebLLM\uff08\u4f8b\uff1aLM Studio\u3067\u52d5\u304b\u3059Gemma\u30e2\u30c7\u30eb\uff09\u3068\u901a\u4fe1\u3057\u3001<br \/>\n\u9069\u5207\u306a\u52d8\u5b9a\u79d1\u76ee\uff08\u4ea4\u901a\u8cbb\u30fb\u901a\u4fe1\u8cbb\u30fb\u58f2\u4e0a\u306a\u3069\uff09\u3092\u81ea\u52d5\u3067\u8fd4\u3057\u3066\u304f\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<br \/>\n\u3061\u3087\u3063\u3068\u96e3\u3057\u305d\u3046\u3067\u3059\u3051\u3069\u3001\u5b9f\u88c5\u306f\u3068\u3066\u3082\u7c21\u5358\u3067\u3059\u306e\u3067\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u306d\uff01<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%81%A8%E3%81%AF%EF%BC%9F\"><\/span>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6b21\u306b\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bLLM\u306e\u30ed\u30fc\u30ab\u30ebLLM\u306b\u3064\u3044\u3066\u8aac\u660e\u3092\u3057\u307e\u3059\u3002<\/p>\n<p>LLM\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u300d\u306fChatGPT\u306a\u3069\u304c\u6709\u540d\u3067\u3059\u304c\u3001\u52d5\u3044\u3066\u3044\u308b\u74b0\u5883\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u5148\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u30af\u30e9\u30a6\u30c9\u4e0a\u3068\u306a\u308a\u3001\u56fd\u5185\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u3082\u3042\u308c\u3070\u6d77\u5916\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u4e00\u65b9\u3067\u30ed\u30fc\u30ab\u30ebLLM\u306f\u305d\u306e\u540d\u306e\u901a\u308a\u3001\u81ea\u5206\u306e\u30d1\u30bd\u30b3\u30f3\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u306e\u624b\u5143\u306e\u74b0\u5883\u3067\u52d5\u4f5c\u3055\u305b\u308bLLM\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u306f\u3001<br \/>\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u4e0d\u8981\u306a\u306e\u3067\u3001\u5916\u90e8\u306b\u60c5\u5831\u3092\u9001\u4fe1\u305b\u305a\u306b\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fdd\u8b77\u3067\u304d\u308b\u307b\u304b\u3001<br \/>\n\u901a\u4fe1\u9045\u5ef6\u304c\u5c11\u306a\u304f\u3001\u9ad8\u901f\u306b\u5fdc\u7b54\u3092\u5f97\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u5927\u304d\u306a\u8a08\u7b97\u8cc7\u6e90\uff08CPU\u3084GPU\uff09\u3084\u30e1\u30e2\u30ea\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e2\u30c7\u30eb\u304c\u591a\u304f\u3001<br \/>\n\u52d5\u4f5c\u74b0\u5883\u306e\u69cb\u7bc9\u3084\u7ba1\u7406\u304c\u3084\u3084\u96e3\u3057\u304f\u3001\u521d\u671f\u6295\u8cc7\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067LLM\u3092\u904b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u3067\u4f7f\u3046\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u304c\u3088\u308a\u30bb\u30ad\u30e5\u30a2\uff08\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u8efd\u6e1b\uff09\u3068\u306a\u308a\u3001<br \/>\n\u307e\u305f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u306b\u4f9d\u5b58\u305b\u305a\u306b\u6a5f\u5668\u3092\u5360\u6709\u3057\u3066\u5229\u7528\u3057\u305f\u3044\u30b1\u30fc\u30b9\u306a\u3069\u3067<br \/>\n\u5927\u304d\u306a\u5229\u70b9\u304c\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u53d6\u5f15\u30c7\u30fc\u30bf\u3084\u4f1a\u8a08\u60c5\u5831\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306eLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u30b5\u30fc\u30d3\u30b9\u3067\u5206\u6790\u3059\u308b\u3053\u3068\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u5143\u306b\u30ed\u30b0\u3068\u3057\u3066\u8a18\u9332\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u89b3\u70b9\u304b\u3089\u907f\u3051\u308b\u3079\u304d\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u5206\u6790\u3084\u30a2\u30c9\u30d0\u30a4\u30b9\u3092\u53d7\u3051\u308b\u6d41\u308c\u306f\u4eca\u5f8c\u307e\u3059\u307e\u3059\u9032\u3093\u3067\u3044\u304f\u3068\u898b\u8fbc\u307e\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308bLLM\u304c\u6700\u9069\u306a\u9078\u629e\u304b\u306a\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%82%A8%E3%82%AF%E3%82%BB%E3%83%ABVBA%E3%81%A7%E8%87%AA%E5%8B%95%E4%BB%95%E8%A8%B3%E3%81%AE%E9%96%A2%E6%95%B0%E3%82%92%E4%BD%9C%E6%88%90\"><\/span>\u30a8\u30af\u30bb\u30ebVBA\u3067\u81ea\u52d5\u4ed5\u8a33\u306e\u95a2\u6570\u3092\u4f5c\u6210<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u307e\u305a\u3001\u30a8\u30af\u77ed\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570 ext_keihikoumokuhantei \u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%96%A2%E6%95%B0%E5%90%8D%E3%81%A8%E6%A7%8B%E6%96%87\"><\/span>\u95a2\u6570\u540d\u3068\u69cb\u6587<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u95a2\u6570\u540d\u3068\u69cb\u6587\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<br \/>\n\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306f\u3001\u53d6\u5f15\u5185\u5bb9\u306e\u6587\u5b57\u5217\uff08\u4f8b\uff1a\u300c\u3007\u3007\u96fb\u529b\u300d\u306a\u3069\uff09\u3068\u53ce\u652f\uff08\u652f\u51fa\u3001\u53ce\u5165\uff09\u306e\u6587\u5b57\u5217\u3092\u3082\u3068\u306b\u3001<br \/>\n\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u304fLLM\uff08\u4f8b\uff1aGemma-3-4b-it\uff09\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308a\u3001\u8fd4\u3055\u308c\u305f\u6700\u9069\u306a\u300c\u52d8\u5b9a\u79d1\u76ee\u540d\u300d\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u95a2\u6570\u540d<\/strong><\/p>\n<div class=\"info\"><code>ext_keihikoumokuhantei<\/code><\/div>\n<p><strong>\u69cb\u6587<\/strong><br \/>\next_keihikoumokuhantei(\uff1c\u53d6\u5f15\u5185\u5bb9\u306e\u6587\u5b57\u5217\u3068\u53ce\u652f\u3092\u6307\u5b9a\uff1e)<\/p>\n<p><strong>\u5165\u529b\u4f8b<\/strong><br \/>\n\u4f8b\u3048\u3070\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u95a2\u6570\u3092\u5165\u529b\u3059\u308b\u3068\u3001<\/p>\n<div class=\"info\"><code>=ext_keihikoumokuhantei(B2 &amp; D2)<\/code><\/div>\n<p>\u53d6\u5f15\u540d\u3068\u53ce\u652f\u306e\u60c5\u5831\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u52d8\u5b9a\u79d1\u76ee\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u95a2\u6570\u3092\u3064\u304f\u308b\u305f\u3081\u306eVBA\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u30b3\u30fc\u30c9\u3068\u306a\u308a\u307e\u3059\u3001<\/p>\n<h3><span class=\"ez-toc-section\" id=\"VBA%E3%82%B3%E3%83%BC%E3%83%89\"><\/span>VBA\u30b3\u30fc\u30c9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre style=\"padding: 0;\"><code class=\"language-visual-basic line-numbers\">Function ext_keihikoumokuhantei(inputText As String) As String\n    Dim objhttp As Object\n    Dim strRequestBody As String\n    Dim strResponse As String\n    Dim apiUrl As String\n    Dim jsonResponse As Object\n    Dim prompt As String\n    Dim categoryList As String\n    Dim strMessages As String\n    Dim modelName As String\n    Dim content As String\n    Dim startPos As Long\n    Dim endPos As Long\n\n    modelName = &quot;gemma-3-4b-it&quot;\n\n    &#039; \u30ab\u30c6\u30b4\u30ea\u5224\u5b9a\n    If InStr(inputText, &quot;\u652f\u51fa&quot;) &gt; 0 Then\n        categoryList = Join(Array(&quot;\u79df\u7a0e\u516c\u8ab2&quot;, &quot;\u6c34\u9053\u5149\u71b1\u8cbb&quot;, &quot;\u4ea4\u901a\u8cbb&quot;, &quot;\u901a\u4fe1\u8cbb&quot;, &quot;\u5e83\u544a\u5ba3\u4f1d\u8cbb&quot;, _\n                                  &quot;\u63a5\u5f85\u4ea4\u969b\u8cbb&quot;, &quot;\u640d\u5bb3\u4fdd\u967a\u6599&quot;, &quot;\u6d88\u8017\u54c1\u8cbb&quot;, &quot;\u798f\u5229\u539a\u751f\u8cbb&quot;, &quot;\u5916\u6ce8\u8cbb&quot;, _\n                                  &quot;\u5229\u5b50\u5272\u5f15\u6599&quot;, &quot;\u5730\u4ee3\u5bb6\u8cc3&quot;, &quot;\u8cc3\u501f\u6599&quot;, &quot;\u4fee\u7e55\u8cbb&quot;, &quot;\u96d1\u8cbb&quot;), &quot;\u3001&quot;)\n        prompt = &quot;\u6b21\u306e\u6587\u306b\u57fa\u3065\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u7d4c\u8cbb\u9805\u76ee\u306e\u4e2d\u304b\u3089\u6700\u3082\u9069\u5207\u306a\u3082\u306e\u3092\u4e00\u3064\u9078\u3073\u3001\u5fc5\u305a **\u9805\u76ee\u540d** \u3092**\u3067\u56f2\u3093\u3067\u8fd4\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u7c4d\u652f\u51fa\u306f\u300c\u96d1\u8cbb\u300d\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u81ea\u52d5\u8eca\u4fdd\u967a\u306f\u300c\u640d\u5bb3\u4fdd\u967a\u6599\u300d\u3001\u98df\u8cbb\u3084\u6587\u623f\u5177\u8cfc\u5165\u306a\u3069\u4e0d\u660e\u306a\u3082\u306e\u306f\u300c\u96d1\u8cbb\u300d\u3067\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u9ad8\u901f\u6599\u91d1\/\u30ac\u30bd\u30ea\u30f3\/\u81ea\u52d5\u8eca\u9053\u8def\u6599\u91d1\u306f\u300c\u4ea4\u901a\u8cbb\u300d\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot; &amp; vbCrLf &amp; _\n                 inputText &amp; vbCrLf &amp; &quot;\u5019\u88dc\uff1a&quot; &amp; categoryList\n    ElseIf InStr(inputText, &quot;\u53ce\u5165&quot;) &gt; 0 Then\n        categoryList = Join(Array(&quot;\u58f2\u4e0a&quot;, &quot;\u96d1\u53ce\u5165&quot;), &quot;\u3001&quot;)\n        prompt = &quot;\u6b21\u306e\u6587\u306b\u57fa\u3065\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u53ce\u5165\u9805\u76ee\u306e\u4e2d\u304b\u3089\u6700\u3082\u9069\u5207\u306a\u3082\u306e\u3092\u4e00\u3064\u9078\u3073\u3001\u5fc5\u305a **\u9805\u76ee\u540d** \u3092**\u3067\u56f2\u3093\u3067\u8fd4\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot; &amp; vbCrLf &amp; _\n                 inputText &amp; vbCrLf &amp; &quot;\u5019\u88dc\uff1a&quot; &amp; categoryList\n    Else\n        ext_keihikoumokuhantei = &quot;\u5bfe\u8c61\u5916&quot;\n        Exit Function\n    End If\n\n    &#039; \u30a8\u30b9\u30b1\u30fc\u30d7\n    prompt = Replace(prompt, &quot;&quot;&quot;&quot;, &quot;\\&quot;&quot;&quot;)\n    prompt = Replace(prompt, vbCrLf, &quot;\\n&quot;)\n    strMessages = &quot;[{&quot;&quot;role&quot;&quot;: &quot;&quot;user&quot;&quot;, &quot;&quot;content&quot;&quot;:&quot;&quot;&quot; &amp; prompt &amp; &quot;&quot;&quot;}]&quot;\n\n    apiUrl = &quot;http:\/\/127.0.0.1:1234\/v1\/chat\/completions&quot;\n\n    Set objhttp = CreateObject(&quot;MSXML2.XMLHTTP&quot;)\n    With objhttp\n        .Open &quot;POST&quot;, apiUrl, False\n        .setRequestHeader &quot;Content-Type&quot;, &quot;application\/json&quot;\n        strRequestBody = &quot;{&quot;&quot;model&quot;&quot;:&quot;&quot;&quot; &amp; modelName &amp; &quot;&quot;&quot;, &quot;&quot;messages&quot;&quot;:&quot; &amp; strMessages &amp; &quot;,&quot; &amp; _\n                         &quot;&quot;&quot;temperature&quot;&quot;: 0.7, &quot;&quot;max_tokens&quot;&quot;: -1, &quot;&quot;stream&quot;&quot;: false}&quot;\n        .Send strRequestBody\n\n        If .Status = 200 Then\n            strResponse = .responseText\n        Else\n            ext_keihikoumokuhantei = &quot;HTTP\u30a8\u30e9\u30fc: &quot; &amp; .Status\n            Exit Function\n        End If\n    End With\n\n    content = strResponse\n\n    &#039; **\u6587\u5b57** \u306e\u4e2d\u8eab\u3060\u3051\u53d6\u308a\u51fa\u3059\n    startPos = InStr(content, &quot;**&quot;)\n    If startPos &gt; 0 Then\n        endPos = InStr(startPos + 2, content, &quot;**&quot;)\n        If endPos &gt; startPos Then\n            ext_keihikoumokuhantei = Mid(content, startPos + 2, endPos - startPos - 2)\n        Else\n            ext_keihikoumokuhantei = content &#039; fallback\n        End If\n    Else\n        ext_keihikoumokuhantei = content &#039; fallback\n    End If\nEnd Function<\/code><\/pre>\n<p><strong>VBA\u306e\u8aac\u660e<\/strong><\/p>\n<div class=\"info\"><code>modelName = &quot;gemma-3-4b-it&quot;<br \/>\napiUrl = &quot;http:\/\/127.0.0.1:1234\/v1\/chat\/completions&quot;<\/code><\/div>\n<p>\u3053\u3053\u3067\u3001LM Studio\u4e0a\u3067\u8d77\u52d5\u3057\u305f\u30ed\u30fc\u30ab\u30ebLLM\u3068HTTP\u901a\u4fe1\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u5fdc\u7b54\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f62\u5f0f\u3067\u8fd4\u308a\u3001\u305d\u306e\u4e2d\u304b\u3089 **\u6c34\u9053\u5149\u71b1\u8cbb** \u306e\u3088\u3046\u306b\u56f2\u307e\u308c\u305f\u6587\u5b57\u3060\u3051\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56deGemma 3 \u30e2\u30c7\u30eb\u306fGoogle \u306e Gemma \u30b7\u30ea\u30fc\u30ba\u306e2025\u5e743\u6708\u6642\u70b9\u306e\u6700\u65b0\u7248\u3068\u306a\u308a\u3001 4\u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u306a\u308a\u307e\u3059\u3002<br \/>\n\u753b\u50cf\u3092\u8a8d\u8b58\u3059\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u3067\u3001\u591a\u8a00\u8a9e\u306e\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\uff08128k\uff09\u89e3\u6790OK\u3067\u3059\u3002\u307e\u305f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3082\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3001\u4e07\u80fd\u3001\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u696d\u52d9\u7528PC\u306a\u3069GPU\u304c\u306a\u3044\u74b0\u5883\u3067\u3082\u3001\u305d\u3053\u305d\u3053\u52d5\u304f\u30e2\u30c7\u30eb\u3067\u3082\u3042\u308b\u306e\u3067\u3001\u4eca\u3042\u308b\u74b0\u5883\u3067\u3068\u308a\u3042\u3048\u305a\u5229\u7528\u3057\u3066\u307f\u308b\u306b\u306f\u6700\u9069\u304b\u306a\u3068\u304a\u3082\u3044\u307e\u3059\u3002<\/p>\n<p>\u307b\u304b\u306eLLM\u3082\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u3044\u3046\u5834\u5408\u306f\u3001<br \/>\n<code>&quot;gemma-3-4b-it&quot;<\/code><br \/>\n\u3092\u5225\u306eLLM\u540d\u306b\u3059\u308c\u3070OK\u3067\u3059\u3002<\/p>\n<p><strong>\u7d4c\u8cbb\u9805\u76ee\u306e\u8a2d\u5b9a\uff08\u652f\u51fa\u306e\u5834\u5408\uff09<\/strong><\/p>\n<div class=\"info\"><code>categoryList = Join(Array(&quot;\u79df\u7a0e\u516c\u8ab2&quot;, &quot;\u6c34\u9053\u5149\u71b1\u8cbb&quot;, &quot;\u4ea4\u901a\u8cbb&quot;, &quot;\u901a\u4fe1\u8cbb&quot;, &quot;\u5e83\u544a\u5ba3\u4f1d\u8cbb&quot;, _<br \/>\n&quot;\u63a5\u5f85\u4ea4\u969b\u8cbb&quot;, &quot;\u640d\u5bb3\u4fdd\u967a\u6599&quot;, &quot;\u6d88\u8017\u54c1\u8cbb&quot;, &quot;\u798f\u5229\u539a\u751f\u8cbb&quot;, &quot;\u5916\u6ce8\u8cbb&quot;, _<br \/>\n&quot;\u5229\u5b50\u5272\u5f15\u6599&quot;, &quot;\u5730\u4ee3\u5bb6\u8cc3&quot;, &quot;\u8cc3\u501f\u6599&quot;, &quot;\u4fee\u7e55\u8cbb&quot;, &quot;\u96d1\u8cbb&quot;), &quot;\u3001&quot;)<\/code><\/div>\n<p>\u7d4c\u8cbb\u3068\u3057\u3066\u5206\u985e\u3055\u308c\u308b 15\u500b\u306e\u52d8\u5b9a\u79d1\u76ee\u3092\u30ab\u30f3\u30de\u533a\u5207\u308a\u306e\u6587\u5b57\u5217\u306b\u3057\u3066 categoryList \u306b\u683c\u7d0d\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u308c\u306f\u5f8c\u307b\u3069 LLM \u306b\u300c\u5019\u88dc\u4e00\u89a7\u300d\u3068\u3057\u3066\u63d0\u793a\u3059\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<br \/>\n\u3082\u3057\u8ffd\u52a0\u3001\u5909\u66f4\u3057\u305f\u3044\u5834\u5408\u306f\u3053\u3061\u3089\u3092\u7de8\u96c6\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>\u53ce\u5165\u9805\u76ee\u306e\u8a2d\u5b9a\uff08\u53ce\u5165\u306e\u5834\u5408\uff09<\/strong><\/p>\n<div class=\"info\"><code>ElseIf InStr(inputText, &quot;\u53ce\u5165&quot;) &gt; 0 Then<br \/>\ncategoryList = Join(Array(&quot;\u58f2\u4e0a&quot;, &quot;\u96d1\u53ce\u5165&quot;), &quot;\u3001&quot;)<\/code><\/div>\n<p class=\"\" data-start=\"1016\" data-end=\"1067\">\u300c\u53ce\u5165\u300d\u3068\u3044\u3046\u5358\u8a9e\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u652f\u51fa\u3067\u306f\u306a\u304f\u53ce\u5165\u5206\u985e\u3060\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002<br \/>\n\u3053\u306e\u5834\u5408\u306e\u9078\u629e\u80a2\u306f\u300c\u58f2\u4e0a\u300d\u3068\u300c\u96d1\u53ce\u5165\u300d\u306e2\u3064\u306e\u3069\u3061\u3089\u304b\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u3053\u3061\u3089\u3082\u652f\u51fa\u7528\u3068\u540c\u69d8\u306b\u8ffd\u52a0\u5909\u66f4\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7de8\u96c6\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"VBA%E3%81%AE%E5%AE%9F%E8%A3%85%E6%89%8B%E9%A0%86\"><\/span>VBA\u306e\u5b9f\u88c5\u624b\u9806<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5b9f\u88c5\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<p>Excel\u5074\u306bVBA\u3092\u5b9f\u88c5\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u2460Excel\u3092\u65b0\u898f\u306b\u958b\u304d\u3001\u300c\u958b\u767a\u300d\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300cVisualBasic\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n\u3082\u3057\u304f\u306f\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30ad\u30fc\u300cAlt\u300d\uff0b\u300cF11\u300d\u3067\u3082OK\u3067\u3059\u3002<\/p>\n<p>\u2461\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<br \/>\n\u5de6\u30da\u30a4\u30f3\u306eVBAProject\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u633f\u5165\u300d\u3001\u300c\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<img decoding=\"async\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2019\/05\/050919_1542_VBAFunctio2.png\" alt=\"\" \/>\n<p>\u2462\u53f3\u30da\u30a4\u30f3\u306e\u30a6\u30a4\u30f3\u30c9\u30a6\u306b\u4e0a\u8a18\u306eVBA\u3092\u5165\u529b\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1680\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2019\/09\/092219_1211_temp22.png\" alt=\"\" width=\"1395\" height=\"879\" \/><\/p>\n<p>\u3053\u3061\u3089\u3067\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%82%92%E5%8B%95%E3%81%8B%E3%81%99%E3%83%97%E3%83%A9%E3%83%83%E3%83%88%E3%83%95%E3%82%A9%E3%83%BC%E3%83%A0%E3%82%92%E5%AE%9F%E8%A3%85\"><\/span>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5b9f\u88c5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f<br \/>\n<strong>LMStudio<\/strong><br \/>\n\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306a\u3069\u5c0e\u5165\u624b\u9806\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u7167\u306e\u4e0a\u3001\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"gUeOtXbsfQ\"><p><a href=\"https:\/\/extan.jp\/?p=14221\">\u3010VBA\u3011Excel\u306b\u30ed\u30fc\u30ab\u30ebLLM\u306e\u56de\u7b54\u3092\u51fa\u529b\u3059\u308b\u65b9\u6cd5\uff01DeepSeek\u3082\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\uff01<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u3010VBA\u3011Excel\u306b\u30ed\u30fc\u30ab\u30ebLLM\u306e\u56de\u7b54\u3092\u51fa\u529b\u3059\u308b\u65b9\u6cd5\uff01DeepSeek\u3082\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\uff01&#8221; &#8212; \u30a8\u30af\u77ed\uff5cExtan.jp\" src=\"https:\/\/extan.jp\/?p=14221&#038;embed=true#?secret=dtM73M2m1a#?secret=gUeOtXbsfQ\" data-secret=\"gUeOtXbsfQ\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>\u4f7f\u7528\u3059\u308b\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e2\u30c7\u30eb\u306f<br \/>\n<code>&quot;gemma-3-4b-it&quot;<\/code><br \/>\n\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001LMStudio\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306b\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3088\u3046\u304a\u9858\u3044\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14464\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6.png\" alt=\"\" width=\"2679\" height=\"661\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6.png 2679w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6-300x74.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6-1024x253.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6-768x189.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6-1536x379.png 1536w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6-2048x505.png 2048w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-6-718x177.png 718w\" sizes=\"auto, (max-width: 2679px) 100vw, 2679px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8%E3%81%99%E3%82%8B%E3%82%B5%E3%83%B3%E3%83%97%E3%83%AB%E3%83%87%E3%83%BC%E3%82%BF\"><\/span>\u4f7f\u7528\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4f7f\u7528\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\u901a\u5e33\u306b\u8a18\u8f09\u3055\u308c\u305f\u53d6\u5f15\u30c7\u30fc\u30bf\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u308c\u3092\u53ce\u652f\u3054\u3068\u306b\u52d8\u5b9a\u79d1\u76ee\u306e\u4ed5\u5206\u3051\u3092\u304a\u3053\u306a\u3044\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u65e5\u4ed8<\/th>\n<th>\u901a\u5e33\u8a18\u8f09\u540d<\/th>\n<th>\u91d1\u984d<\/th>\n<th>\u53ce\u652f<\/th>\n<th>\u52d8\u5b9a\u79d1\u76ee<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>2024\/01\/26<\/td>\n<td>\u6771\u4eac\u30ac\u30b9\u30ea\u30e8\u30a6\u30ad\u30f32024\/01<\/td>\n<td>-5884<\/td>\n<td>\u652f\u51fa<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/21<\/td>\n<td>\u30df\u30e9\u30a4\u30e4\u30b7\u30e7\u30c6\u30f3<\/td>\n<td>-3960<\/td>\n<td>\u652f\u51fa<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/18<\/td>\n<td>\u6771\u4eac\u96fb\u529b<\/td>\n<td>-21415<\/td>\n<td>\u652f\u51fa<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/14<\/td>\n<td>\u30a8\u30cd\u30aa\u30b9-\u30ac\u30bd\u30ea\u30f3<\/td>\n<td>-5920<\/td>\n<td>\u652f\u51fa<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/12<\/td>\n<td>ETC \u9996\u90fd\u9ad8\u901f \u7279\u5225\u5272\u5f15 \u9280\u5ea7\u5916 \u6771\u95a2\u6771\u9053\u63a5<\/td>\n<td>-860<\/td>\n<td>\u652f\u51fa<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/08<\/td>\n<td>\u30df\u30c4\u30a4\u30c0\u30a4\u30ec\u30af\u30c8\u30bd\u30f3\u30ac\u30a4\u30db\u30b1\u30f3<\/td>\n<td>-33950<\/td>\n<td>\u652f\u51fa<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/22<\/td>\n<td>\u30a8\u30fc\u30ab\u30f3\u30d1\u30cb\u30fc<\/td>\n<td>36164<\/td>\n<td>\u53ce\u5165<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/19<\/td>\n<td>\u632f\u8fbc \u30b3\u30a6\u30b3\u30af(\u30ab<\/td>\n<td>270<\/td>\n<td>\u53ce\u5165<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2024\/01\/04<\/td>\n<td>\u30a2\u30de\u30a2\u30de\u30b8\u30e4\u30d1\u30f3(\u30c8<\/td>\n<td>5475<\/td>\n<td>\u53ce\u5165<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u611f\u3058\u3067\u3001\u30a8\u30af\u30bb\u30eb\u306b\u30b3\u30d4\u30da\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14470\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-8.png\" alt=\"\" width=\"1263\" height=\"475\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-8.png 1263w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-8-300x113.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-8-1024x385.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-8-768x289.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-8-718x270.png 718w\" sizes=\"auto, (max-width: 1263px) 100vw, 1263px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%8B%95%E4%BB%95%E5%88%86%E3%81%91%E9%96%A2%E6%95%B0%E3%81%AE%E4%BD%BF%E3%81%84%E6%96%B9\"><\/span>\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u4f7f\u3044\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3067\u306f\u65e9\u901f\u5b9f\u88c5\u3057\u305f\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<ol>\n<li>\u30ed\u30fc\u30ab\u30eb\u3067LMStudio\u3092\u8d77\u52d5\u3057\u3001\u30e2\u30c7\u30eb\u00a0<code>gemma-3-4b-it<\/code> \u3092\u7acb\u3061\u4e0a\u3052\u307e\u3059<\/li>\n<li>API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f http:\/\/127.0.0.1:1234 \u306b\u8a2d\u5b9a\u3057\u3001API\u30b5\u30fc\u30d0\u3092\u6709\u52b9\u306b\u3057\u3066\u304f\u3060\u3055\u3044<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14462\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-4.png\" alt=\"\" width=\"1006\" height=\"442\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-4.png 1006w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-4-300x132.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-4-768x337.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-4-718x315.png 718w\" sizes=\"auto, (max-width: 1006px) 100vw, 1006px\" \/><\/li>\n<li>Excel\u306eVBA\u306b\u4e0a\u8a18\u95a2\u6570\u3092\u8cbc\u308a\u4ed8\u3051\u3066\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<li>\u30a8\u30af\u30bb\u30eb\u306e\u300c\u52d8\u5b9a\u79d1\u76ee\u300d\u5217\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6570\u5f0f\u3092\u5165\u529b\u3057\u307e\u3059\uff1a\n<div class=\"info\"><code>=ext_keihikoumokuhantei(B2 &amp; D2)<\/code><\/div>\n<p>\u3053\u308c\u306f\u300c\u901a\u5e33\u8a18\u8f09\u540d\uff08B\u5217\uff09\u300d\u3068\u300c\u53ce\u652f\uff08D\u5217\uff09\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u95a2\u6570\u306b\u6e21\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14458\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image.png\" alt=\"\" width=\"1490\" height=\"156\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image.png 1490w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-300x31.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-1024x107.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-768x80.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-718x75.png 718w\" sizes=\"auto, (max-width: 1490px) 100vw, 1490px\" \/><\/li>\n<li>Enter\u3092\u62bc\u3059\u3068\u3001\u95a2\u6570\u304c\u30ed\u30fc\u30ab\u30ebLLM\u3068\u901a\u4fe1\u3057\u3001\u6700\u3082\u9069\u5207\u306a\u52d8\u5b9a\u79d1\u76ee\u304c\u81ea\u52d5\u3067\u8fd4\u3063\u3066\u304d\u307e\u3059\uff01<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14461\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3.png\" alt=\"\" width=\"1237\" height=\"179\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3.png 1237w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-300x43.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-1024x148.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-768x111.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-3-718x104.png 718w\" sizes=\"auto, (max-width: 1237px) 100vw, 1237px\" \/><\/li>\n<\/ol>\n<p>1\u4ef6\u304c\u3067\u304d\u305f\u3089\u3001\u8907\u6570\u884c\u3082\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u95a2\u6570\u3092\u4e0b\u306e\u884c\u306b\u30c9\u30e9\u30c3\u30b0\u3059\u308b\u3068\u3001<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14471\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-9.png\" alt=\"\" width=\"1237\" height=\"455\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-9.png 1237w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-9-300x110.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-9-1024x377.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-9-768x282.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-9-718x264.png 718w\" sizes=\"auto, (max-width: 1237px) 100vw, 1237px\" \/>\n<p>\u306f\u3044\u3001\u8907\u6570\u884c\u307e\u3068\u3081\u3066\u52d8\u5b9a\u79d1\u76ee\u304c\u81ea\u52d5\u3067\u5165\u308a\u307e\u3057\u305f\uff01\uff01<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14472\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-10.png\" alt=\"\" width=\"1325\" height=\"471\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-10.png 1325w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-10-300x107.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-10-1024x364.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-10-768x273.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-10-718x255.png 718w\" sizes=\"auto, (max-width: 1325px) 100vw, 1325px\" \/>\n<p><!--\u5439\u304d\u51fa\u3057\u306f\u3058\u307e\u308a--><\/p>\n<div class=\"balloon5\">\n<div class=\"faceicon\">\n<img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/uploads\/2020\/11\/taka_kao.gif\" alt=\"\u30bf\u30ab\u30d2\u30ed\" width=\"110\" height=\"110\" \/>\n<div class=\"faceiconfont\">\u30bf\u30ab\u30d2\u30ed<\/div>\n<\/div>\n<div class=\"chatting\">\n<div class=\"says\">\u82e5\u5e72\u8aa4\u5224\u5b9a\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u307e\u3042\u3053\u3061\u3089\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u6761\u4ef6\u3092\u8ffd\u52a0\u3059\u308b\u306a\u308a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6b21\u306b\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u306d\u3002<\/div>\n<\/div>\n<\/div>\n<p><!--\u5439\u304d\u51fa\u3057\u7d42\u308f\u308a--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%8B%95%E4%BB%95%E5%88%86%E3%81%91%E9%96%A2%E6%95%B0%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\"><\/span>\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8aa4\u5224\u5b9a\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u3092\u4fee\u6b63\u3059\u308b\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u9593\u9055\u3063\u3066\u3044\u308b\u4ed5\u5206\u3051\u9805\u76ee\u3092\u5177\u4f53\u7684\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<div class=\"info\"><code>\u30df\u30e9\u30a4\u30e4\u30b7\u30e7\u30c6\u30f3\u306f\u300c\u96d1\u8cbb\u300d<br \/>\n\u30df\u30c4\u30a4\u30c0\u30a4\u30ec\u30af\u30c8\u30bd\u30f3\u30ac\u30a4\u30db\u30b1\u30f3\u306f\u300c\u640d\u5bb3\u4fdd\u967a\u6599\u300d<\/code><\/div>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u5168\u4f53\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<pre style=\"padding: 0;\"><code class=\"language-visual-basic line-numbers\">        categoryList = Join(Array(&quot;\u79df\u7a0e\u516c\u8ab2&quot;, &quot;\u6c34\u9053\u5149\u71b1\u8cbb&quot;, &quot;\u4ea4\u901a\u8cbb&quot;, &quot;\u901a\u4fe1\u8cbb&quot;, &quot;\u5e83\u544a\u5ba3\u4f1d\u8cbb&quot;, _\n                                  &quot;\u63a5\u5f85\u4ea4\u969b\u8cbb&quot;, &quot;\u640d\u5bb3\u4fdd\u967a\u6599&quot;, &quot;\u6d88\u8017\u54c1\u8cbb&quot;, &quot;\u798f\u5229\u539a\u751f\u8cbb&quot;, &quot;\u5916\u6ce8\u8cbb&quot;, _\n                                  &quot;\u5229\u5b50\u5272\u5f15\u6599&quot;, &quot;\u5730\u4ee3\u5bb6\u8cc3&quot;, &quot;\u8cc3\u501f\u6599&quot;, &quot;\u4fee\u7e55\u8cbb&quot;, &quot;\u96d1\u8cbb&quot;), &quot;\u3001&quot;)\n        prompt = &quot;\u6b21\u306e\u6587\u306b\u57fa\u3065\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u7d4c\u8cbb\u9805\u76ee\u306e\u4e2d\u304b\u3089\u6700\u3082\u9069\u5207\u306a\u3082\u306e\u3092\u4e00\u3064\u9078\u3073\u3001\u5fc5\u305a **\u9805\u76ee\u540d** \u3092**\u3067\u56f2\u3093\u3067\u8fd4\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u7c4d\u652f\u51fa\u306f\u300c\u96d1\u8cbb\u300d\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30df\u30e9\u30a4\u30e4\u30b7\u30e7\u30c6\u30f3\u306f\u300c\u96d1\u8cbb\u300d\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30df\u30c4\u30a4\u30c0\u30a4\u30ec\u30af\u30c8\u30bd\u30f3\u30ac\u30a4\u30db\u30b1\u30f3\u306f\u300c\u640d\u5bb3\u4fdd\u967a\u6599\u300d\u3001\u81ea\u52d5\u8eca\u4fdd\u967a\u306f\u300c\u640d\u5bb3\u4fdd\u967a\u6599\u300d\u3001\u98df\u8cbb\u3084\u6587\u623f\u5177\u8cfc\u5165\u306a\u3069\u4e0d\u660e\u306a\u3082\u306e\u306f\u300c\u96d1\u8cbb\u300d\u3067\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u9ad8\u901f\u6599\u91d1\/\u30ac\u30bd\u30ea\u30f3\/\u81ea\u52d5\u8eca\u9053\u8def\u6599\u91d1\u306f\u300c\u4ea4\u901a\u8cbb\u300d\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot; &amp; vbCrLf &amp; _\n                 inputText &amp; vbCrLf &amp; &quot;\u5019\u88dc\uff1a&quot; &amp; categoryList<\/code><\/pre>\n<p>\u3067\u306f\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u3092\u518d\u5ea6\u5165\u529b\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u306f\u3044\u3001\u4fee\u6b63\u3055\u308c\u3066\u3044\u307e\u3059\u306d\uff01<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-14473\" src=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-11.png\" alt=\"\" width=\"1210\" height=\"452\" srcset=\"https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-11.png 1210w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-11-300x112.png 300w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-11-1024x383.png 1024w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-11-768x287.png 768w, https:\/\/extan.jp\/wp-content\/uploads\/2025\/04\/image-11-718x268.png 718w\" sizes=\"auto, (max-width: 1210px) 100vw, 1210px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%95%E3%81%84%E3%81%94%E3%81%AB\"><\/span>\u3055\u3044\u3054\u306b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001<\/p>\n<div class=\"endinfo\">\n<p>\u30fb\u30ed\u30fc\u30ab\u30ebLLM\u3068\u30a8\u30af\u30bb\u30ebVBA\u3092\u4f7f\u3063\u305f\u52d8\u5b9a\u79d1\u76ee\u306e\u81ea\u52d5\u5224\u5b9a\u306e\u65b9\u6cd5<\/p>\n<\/div>\n<p>\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<p>\u81ea\u52d5\u4ed5\u5206\u3051\u95a2\u6570\u306b\u3088\u308a\u3001\u6bce\u65e5\u306e\u4ed5\u8a33\u4f5c\u696d\u3092\u683c\u6bb5\u306b\u52b9\u7387\u5316\u3057\u3001<br \/>\n\u4eba\u7684\u30df\u30b9\u3082\u9632\u304e\u306a\u304c\u3089\u3001\u52d8\u5b9a\u79d1\u76ee\u3092\u4e00\u8cab\u3057\u3066\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305c\u3072\u3001LM 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