{"id":7154,"date":"2026-06-23T09:35:41","date_gmt":"2026-06-23T00:35:41","guid":{"rendered":"https:\/\/techfun.cc\/?p=7154"},"modified":"2026-06-23T09:35:41","modified_gmt":"2026-06-23T00:35:41","slug":"local-llm-introduction","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/local-llm-introduction.html","title":{"rendered":"\u30ed\u30fc\u30ab\u30ebLLM\u5165\u9580\uff1a\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u306b\u9001\u3089\u305a\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u9078\u629e\u80a2"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>ChatGPT\u3084Claude\u3001Gemini\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u578b\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u696d\u52d9\u3067\u3082\u5e83\u304f\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306b\u5916\u90e8\u4e8b\u696d\u8005\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u4e0a\u3067LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u52d5\u4f5c\u3057\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5229\u7528\u3059\u308b\u5f62\u614b\u3092\u300c\u30af\u30e9\u30a6\u30c9LLM\u300d\u3068\u7dcf\u79f0\u3057\u307e\u3059\u3002<br \/>\n\u4e00\u65b9\u3067\u3001\u696d\u52d9\u5229\u7528\u304c\u9032\u3080\u307b\u3069\u3001\u793e\u5185\u6587\u66f8\u3001\u8a2d\u8a08\u8cc7\u6599\u3001\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3001\u9867\u5ba2\u60c5\u5831\u306a\u3069\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u305d\u306e\u307e\u307e\u9001\u4fe1\u3057\u3065\u3089\u3044\u60c5\u5831\u3092\u6271\u3046\u5834\u9762\u3082\u898b\u3048\u3066\u304d\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u5236\u7d04\u304c\u3042\u308b\u5834\u5408\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3068\u3044\u3046\u9078\u629e\u80a2\u304c\u691c\u8a0e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u624b\u5143\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u3001\u9589\u57df\u74b0\u5883\u306a\u3069\u3001\u81ea\u793e\u304c\u7ba1\u7406\u3059\u308b\u74b0\u5883\u3067LLM\u3092\u52d5\u304b\u3059\u8003\u3048\u65b9\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9LLM\u306e\u3088\u3046\u306b\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306eAPI\u3078\u6bce\u56de\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30e2\u30c7\u30eb\u3068\u5b9f\u884c\u74b0\u5883\u3092\u81ea\u793e\u5074\u306b\u7f6e\u304f\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u30af\u30e9\u30a6\u30c9LLM\u3067\u884c\u3063\u3066\u3044\u305f\u51e6\u7406\u3092\u3001\u305d\u306e\u307e\u307e\u30ed\u30fc\u30ab\u30ebLLM\u3078\u7f6e\u304d\u63db\u3048\u308c\u3070\u540c\u3058\u3088\u3046\u306b\u4f7f\u3048\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u904b\u7528\u4f53\u5236\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08\u3001\u8a55\u4fa1\u65b9\u6cd5\u306a\u3069\u3092\u542b\u3081\u3066\u3001\u6539\u3081\u3066\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3001\u30af\u30e9\u30a6\u30c9LLM\u3068\u306e\u9055\u3044\u3001\u696d\u52d9\u5229\u7528\u3067\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9\u3001\u5c0e\u5165\u5224\u65ad\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u5bc6\u60c5\u5831\u3092\u751f\u6210AI\u306b\u5165\u529b\u3059\u308b\u969b\u306e\u6cd5\u52d9\u30fb\u5951\u7d04\u9762\u306e\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u306f\u3001\u4e0b\u8a18\u306e\u8a18\u4e8b\u3067\u3082\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u3092\u691c\u8a0e\u3059\u308b\u80cc\u666f\u3068\u3057\u3066\u3001\u3042\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b\u3068\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/generative-ai-sensitive-info-legal-risk.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2025\/12\/generative-ai-sensitive-info-legal-risk-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u751f\u6210AI\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u6e21\u3057\u3066\u3044\u3044\u306e\uff1f<\/div><\/div><\/a>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\u3001\u5229\u7528\u8005\u3084\u4f01\u696d\u304c\u7ba1\u7406\u3059\u308b\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u3053\u3067\u3044\u3046\u300c\u30ed\u30fc\u30ab\u30eb\u300d\u306f\u3001\u5fc5\u305a\u3057\u3082\u500b\u4eba\u306ePC\u3060\u3051\u3092\u6307\u3059\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u3001\u9589\u57df\u7db2\u5185\u306eGPU\u30b5\u30fc\u30d0\u30fc\u306a\u3069\u3082\u542b\u3081\u3066\u8003\u3048\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306f\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u307e\u305f\u306f\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u306eLLM\u3092\u53d6\u5f97\u3057\u3001\u81ea\u793e\u74b0\u5883\u3067\u63a8\u8ad6\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30b3\u30fc\u30c9\u3084\u5b66\u7fd2\u30fb\u63a8\u8ad6\u306b\u95a2\u308f\u308b\u5b9f\u88c5\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308bLLM\u3092\u6307\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8LLM\u306f\u3001\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u91cd\u307f\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u5229\u7528\u8005\u304c\u305d\u306e\u91cd\u307f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5b9f\u884c\u3067\u304d\u308bLLM\u3092\u6307\u3057\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u3067\u3042\u3063\u3066\u3082\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u5b66\u7fd2\u30b3\u30fc\u30c9\u307e\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u5546\u7528\u5229\u7528\u3001\u6539\u5909\u3001\u518d\u914d\u5e03\u306e\u6761\u4ef6\u306f\u30e2\u30c7\u30eb\u3054\u3068\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u696d\u52d9\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3060\u3051\u3067\u306a\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3084\u5229\u7528\u898f\u7d04\u306e\u78ba\u8a8d\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9LLM\u3067\u306f\u3001\u5229\u7528\u8005\u304c\u5165\u529b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30d5\u30a1\u30a4\u30eb\u3092\u3001\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3084API\u306b\u9001\u4fe1\u3057\u3001\u305d\u3053\u3067\u63a8\u8ad6\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u51e6\u7406\u3092\u81ea\u793e\u5074\u306e\u74b0\u5883\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/local-vs-cloud-llm.png\" alt=\"\u30ed\u30fc\u30ab\u30ebLLM\u3068\u30af\u30e9\u30a6\u30c9LLM\u306e\u9055\u3044\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u30af\u30e9\u30a6\u30c9LLM\u306e\u5b9f\u884c\u74b0\u5883\u306e\u9055\u3044<\/div>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u30ed\u30fc\u30ab\u30ebLLM<\/th>\n<th>\u30af\u30e9\u30a6\u30c9LLM<\/th>\n<\/tr>\n<tr>\n<td>\u5b9f\u884c\u5834\u6240<\/td>\n<td>\u81ea\u793e\u7ba1\u7406\u306ePC\u3001\u30b5\u30fc\u30d0\u30fc\u3001\u9589\u57df\u74b0\u5883<\/td>\n<td>\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u9001\u4fe1<\/td>\n<td>\u5916\u90e8\u9001\u4fe1\u3092\u6291\u3048\u305f\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044<\/td>\n<td>API\u3084Web\u30b5\u30fc\u30d3\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30e2\u30c7\u30eb\u6027\u80fd<\/td>\n<td>\u9078\u629e\u3059\u308b\u30e2\u30c7\u30eb\u3068\u5b9f\u884c\u74b0\u5883\u306b\u4f9d\u5b58\u3059\u308b<\/td>\n<td>\u9ad8\u6027\u80fd\u306a\u5546\u7528\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u521d\u671f\u6e96\u5099<\/td>\n<td>\u30e2\u30c7\u30eb\u3001\u5b9f\u884c\u74b0\u5883\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u6e96\u5099\u304c\u5fc5\u8981<\/td>\n<td>\u30a2\u30ab\u30a6\u30f3\u30c8\u3084API\u30ad\u30fc\u3092\u7528\u610f\u3059\u308c\u3070\u59cb\u3081\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u904b\u7528\u8ca0\u8377<\/td>\n<td>\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u74b0\u5883\u7ba1\u7406\u3001\u76e3\u8996\u304c\u5fc5\u8981<\/td>\n<td>\u30d9\u30f3\u30c0\u30fc\u5074\u306b\u4efb\u305b\u3089\u308c\u308b\u7bc4\u56f2\u304c\u5e83\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30b9\u30c8<\/td>\n<td>\u6a5f\u6750\u8cbb\u3001\u96fb\u529b\u3001\u4fdd\u5b88\u8cbb\u304c\u767a\u751f\u3059\u308b<\/td>\n<td>\u5229\u7528\u91cf\u306b\u5fdc\u3058\u305f\u8ab2\u91d1\u304c\u4e2d\u5fc3<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u7528\u3067\u304d\u308b\u30e2\u30c7\u30eb\u4f8b<\/td>\n<td>gpt-oss\u3001Llama\u3001Qwen\u306a\u3069<\/td>\n<td>GPT-5.5\u3001Claude\u3001Gemini\u306a\u3069<\/td>\n<\/tr>\n<\/table>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u300c\u5916\u90e8\u306b\u30c7\u30fc\u30bf\u3092\u9001\u3089\u306a\u3044\u305f\u3081\u306e\u9078\u629e\u80a2\u300d\u3068\u3057\u3066\u8a9e\u3089\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001\u305d\u308c\u3060\u3051\u3067\u5b89\u5168\u6027\u3084\u5b9f\u7528\u6027\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u884c\u74b0\u5883\u3092\u81ea\u793e\u3067\u7ba1\u7406\u3059\u308b\u5206\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30ed\u30b0\u7ba1\u7406\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3001\u54c1\u8cea\u8a55\u4fa1\u3082\u81ea\u793e\u5074\u306e\u8cac\u4efb\u7bc4\u56f2\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3067\u304d\u308b\u3053\u3068<\/h3>\n<p>\u524d\u63d0\u3068\u3057\u3066\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067\u6271\u3048\u308b\u30bf\u30b9\u30af\u306e\u7a2e\u985e\u306f\u3001\u6982\u306d\u30af\u30e9\u30a6\u30c9LLM\u3068\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u3002\u6587\u7ae0\u751f\u6210\u3001\u8981\u7d04\u3001\u5206\u985e\u3001\u7ffb\u8a33\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3001\u8cea\u554f\u5fdc\u7b54\u306a\u3069\u3001LLM\u3092\u4f7f\u3063\u305f\u4e3b\u8981\u306a\u51e6\u7406\u306f\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3082\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u9055\u3044\u304c\u51fa\u308b\u306e\u306f\u3001\u300c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u300d\u3088\u308a\u3082\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u54c1\u8cea\u30fb\u901f\u5ea6\u30fb\u5b89\u5b9a\u6027\u3067\u5b9f\u884c\u3067\u304d\u308b\u304b\u300d\u3067\u3059\u3002\u5b9f\u969b\u306e\u6027\u80fd\u306f\u3001\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u3001\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3001\u91cf\u5b50\u5316\u306e\u6709\u7121\u3001GPU\u3084\u30e1\u30e2\u30ea\u306e\u6027\u80fd\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002<br \/>\n\u4ee3\u8868\u7684\u306a\u7528\u9014\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u793e\u5185\u6587\u66f8\u3084\u8b70\u4e8b\u9332\u306e\u8981\u7d04<\/li>\n<li class=\"Base-list__child\">\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u306e\u5206\u985e<\/li>\n<li class=\"Base-list__child\">FAQ\u56de\u7b54\u6848\u306e\u4e0b\u66f8\u304d\u4f5c\u6210<\/li>\n<li class=\"Base-list__child\">\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30ed\u30b0\u306e\u8aac\u660e<\/li>\n<li class=\"Base-list__child\">\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u6271\u3046\u51e6\u7406\u306e\u691c\u8a3c<\/li>\n<li class=\"Base-list__child\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u56de\u7b54\u751f\u6210<\/li>\n<\/ul>\n<p>\u7279\u306b\u3001\u8981\u7d04\u3084\u5206\u985e\u306e\u3088\u3046\u306b\u51fa\u529b\u5f62\u5f0f\u3092\u3042\u308b\u7a0b\u5ea6\u9650\u5b9a\u3067\u304d\u308b\u30bf\u30b9\u30af\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3082\u691c\u8a3c\u3057\u3084\u3059\u3044\u9818\u57df\u3067\u3059\u3002\u53cd\u5bfe\u306b\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u3001\u6700\u65b0\u60c5\u5831\u3092\u8e0f\u307e\u3048\u305f\u8abf\u67fb\u3001\u9ad8\u5ea6\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u9577\u3044\u6587\u8108\u3092\u6b63\u78ba\u306b\u6271\u3046\u51e6\u7406\u3067\u306f\u3001\u4e3b\u8981\u30d9\u30f3\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9LLM\u306e\u30d5\u30e9\u30c3\u30b0\u30b7\u30c3\u30d7\u30e2\u30c7\u30eb\u306e\u65b9\u304c\u5b89\u5b9a\u3059\u308b\u5834\u5408\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e1\u30ea\u30c3\u30c8<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u4e3b\u306b\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u30b3\u30b9\u30c8\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u3001\u74b0\u5883\u5236\u7d04\u3078\u306e\u5bfe\u5fdc\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-4-1\" class=\"Heading Title Title--s\">\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306b\u9001\u4fe1\u3057\u306a\u3044\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044<\/h4>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u3001\u63a8\u8ad6\u51e6\u7406\u3092\u81ea\u793e\u5074\u306e\u74b0\u5883\u3067\u5b8c\u7d50\u3055\u305b\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u5165\u529b\u30d5\u30a1\u30a4\u30eb\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u9001\u4fe1\u3057\u306a\u3044\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3001\u500b\u4eba\u60c5\u5831\u3001\u5951\u7d04\u4e0a\u5916\u90e8\u63d0\u4f9b\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306b\u91cd\u8981\u306a\u89b3\u70b9\u3067\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u304b\u3057\u3066\u3044\u3066\u3082\u3001\u904b\u7528\u8a2d\u8a08\u304c\u4e0d\u5341\u5206\u3067\u3042\u308c\u3070\u60c5\u5831\u6f0f\u3048\u3044\u30ea\u30b9\u30af\u306f\u6b8b\u308a\u307e\u3059\u3002\u5229\u7528\u8005\u306e\u6a29\u9650\u7ba1\u7406\u3001\u7aef\u672b\u306e\u6301\u3061\u51fa\u3057\u5236\u5fa1\u3001\u30ed\u30b0\u306e\u4fdd\u5b58\u65b9\u91dd\u3001\u751f\u6210\u7d50\u679c\u306e\u53d6\u308a\u6271\u3044\u30eb\u30fc\u30eb\u306a\u3069\u306e\u8a2d\u8a08\u304c\u5225\u9014\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h4 id=\"section-4-2\" class=\"Heading Title Title--s\">API\u5229\u7528\u6599\u3092\u6291\u3048\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/h4>\n<p>\u30af\u30e9\u30a6\u30c9LLM\u306f\u3001\u5165\u529b\u30c8\u30fc\u30af\u30f3\u6570\u3084\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u6570\u306b\u5fdc\u3058\u3066\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u5927\u91cf\u306e\u8981\u7d04\u3084\u5206\u985e\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u5834\u5408\u3001\u5229\u7528\u91cf\u306b\u5fdc\u3058\u3066\u30b3\u30b9\u30c8\u304c\u5897\u3048\u307e\u3059\u3002<br \/>\n\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u51e6\u7406\u3092\u81ea\u793e\u74b0\u5883\u3067\u884c\u3046\u305f\u3081\u3001\u5916\u90e8\u306eLLM API\u3078\u306e\u5229\u7528\u6599\u306f\u767a\u751f\u3057\u307e\u305b\u3093\u3002\u305d\u306e\u4ee3\u308f\u308a\u3001GPU\u30b5\u30fc\u30d0\u30fc\u306e\u8cfc\u5165\u8cbb\u3001\u30af\u30e9\u30a6\u30c9GPU\u306e\u5229\u7528\u6599\u3001\u96fb\u529b\u3001\u4fdd\u5b88\u3001\u904b\u7528\u62c5\u5f53\u8005\u306e\u5de5\u6570\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5358\u7d14\u306b\u300c\u30ed\u30fc\u30ab\u30eb\u306e\u65b9\u304c\u5b89\u3044\u300d\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002<br \/>\n\u30b3\u30b9\u30c8\u6bd4\u8f03\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u9805\u76ee\u3092\u542b\u3081\u3066\u8003\u3048\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">GPU\u3084\u30b5\u30fc\u30d0\u30fc\u306e\u521d\u671f\u8cbb\u7528<\/li>\n<li class=\"Base-list__child\">\u96fb\u529b\u3084\u51b7\u5374\u3092\u542b\u3080\u904b\u7528\u8cbb<\/li>\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u66f4\u65b0\u3084\u969c\u5bb3\u5bfe\u5fdc\u306e\u5de5\u6570<\/li>\n<li class=\"Base-list__child\">\u5229\u7528\u983b\u5ea6\u3068\u51e6\u7406\u91cf<\/li>\n<li class=\"Base-list__child\">\u30af\u30e9\u30a6\u30c9LLM\u3092\u5229\u7528\u3057\u305f\u5834\u5408\u306eAPI\u8cbb\u7528<\/li>\n<\/ul>\n<p>\u5229\u7528\u983b\u5ea6\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u30af\u30e9\u30a6\u30c9LLM\u306e\u65b9\u304c\u5408\u7406\u7684\u306a\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u5b9a\u578b\u51e6\u7406\u3092\u5927\u91cf\u306b\u5b9f\u884c\u3059\u308b\u5834\u5408\u3084\u3001\u9589\u57df\u74b0\u5883\u3067\u306e\u5229\u7528\u304c\u5fc5\u9808\u306e\u5834\u5408\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u304c\u691c\u8a0e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-4-3\" class=\"Heading Title Title--s\">\u30e2\u30c7\u30eb\u3084\u5b9f\u884c\u74b0\u5883\u3092\u8abf\u6574\u3057\u3084\u3059\u3044<\/h4>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3067\u306f\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u30e2\u30c7\u30eb\u3092\u9078\u3073\u3001\u5b9f\u884c\u74b0\u5883\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u3001RAG\u69cb\u6210\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u8981\u7d04\u306b\u7279\u5316\u3057\u305f\u7528\u9014\u3001\u30b3\u30fc\u30c9\u88dc\u52a9\u306b\u5bc4\u305b\u305f\u7528\u9014\u3001\u65e5\u672c\u8a9e\u6587\u66f8\u306e\u5206\u985e\u306b\u5bc4\u305b\u305f\u7528\u9014\u306a\u3069\u3001\u696d\u52d9\u3054\u3068\u306b\u69cb\u6210\u3092\u5206\u3051\u3089\u308c\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u3084\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u5165\u308c\u66ff\u3048\u3084\u691c\u8a3c\u3092\u81ea\u793e\u5185\u3067\u9032\u3081\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<a href=\"https:\/\/ollama.com\/\" class=\"Ext\">Ollama<\/a>\u3001 <a href=\"https:\/\/lmstudio.ai\/\" class=\"Ext\">LM Studio<\/a>\u3001 <a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\" class=\"Ext\">llama.cpp<\/a>\u3001 <a href=\"https:\/\/docs.vllm.ai\/en\/stable\/\" class=\"Ext\">vLLM<\/a>\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3084\u5b9f\u884c\u57fa\u76e4\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u691c\u8a3c\u3059\u308b\u969b\u306e\u4ee3\u8868\u7684\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3084\u5546\u7528\u5229\u7528\u306e\u53ef\u5426\u306f\u30e2\u30c7\u30eb\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u3002\u696d\u52d9\u5229\u7528\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5229\u7528\u898f\u7d04\u3001\u914d\u5e03\u6761\u4ef6\u3001\u518d\u914d\u5e03\u306e\u53ef\u5426\u3001\u751f\u6210\u7269\u306e\u6271\u3044\u3092\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6ce8\u610f\u70b9<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u691c\u8a0e\u3059\u308b\u969b\u306f\u3001\u30e1\u30ea\u30c3\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u52d9\u4e0a\u306e\u5236\u7d04\u3082\u628a\u63e1\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-5-1\" class=\"Heading Title Title--s\">\u30af\u30e9\u30a6\u30c9LLM\u3068\u540c\u7b49\u306e\u6027\u80fd\u3092\u524d\u63d0\u306b\u3057\u306a\u3044<\/h4>\n<p>\u30af\u30e9\u30a6\u30c9LLM\u3067\u306f\u3001\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3001\u6700\u65b0\u306e\u63a8\u8ad6\u6a5f\u80fd\u3001\u5927\u898f\u6a21\u306a\u63a8\u8ad6\u30a4\u30f3\u30d5\u30e9\u3092\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3082\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u306f\u5897\u3048\u3066\u3044\u307e\u3059\u304c\u3001\u73fe\u6642\u70b9\u3067\u306fOpenAI\u3001Anthropic\u3001Google\u306a\u3069\u306e\u4e3b\u8981\u30d9\u30f3\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u30d5\u30e9\u30c3\u30b0\u30b7\u30c3\u30d7\u30e2\u30c7\u30eb\u3068\u540c\u7b49\u4ee5\u4e0a\u306e\u54c1\u8cea\u3084\u5b89\u5b9a\u6027\u3092\u524d\u63d0\u306b\u3057\u306a\u3044\u65b9\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<br \/>\n\u3053\u308c\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306b\u4fa1\u5024\u304c\u306a\u3044\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u306b\u9001\u4fe1\u3057\u306a\u3044\u69cb\u6210\u3001\u9589\u57df\u74b0\u5883\u3067\u306e\u5229\u7528\u3001\u5b9a\u578b\u51e6\u7406\u306e\u5927\u91cf\u5b9f\u884c\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306a\u3069\u3001\u30af\u30e9\u30a6\u30c9LLM\u3068\u306f\u5225\u306e\u8a55\u4fa1\u8ef8\u3067\u6709\u52b9\u306b\u306a\u308b\u5834\u9762\u304c\u3042\u308a\u307e\u3059\u3002\u3068\u306f\u3044\u3048\u3001\u540c\u3058\u30bf\u30b9\u30af\u3067\u5e38\u306b\u30af\u30e9\u30a6\u30c9LLM\u3068\u540c\u7b49\u306e\u54c1\u8cea\u304c\u51fa\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u7279\u306b\u3001\u6b21\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u3067\u306f\u5dee\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306e\u63a8\u8ad6\u304c\u5fc5\u8981\u306a\u30bf\u30b9\u30af<\/li>\n<li class=\"Base-list__child\">\u9577\u3044\u6587\u8108\u3092\u6b63\u78ba\u306b\u4fdd\u6301\u3059\u308b\u30bf\u30b9\u30af<\/li>\n<li class=\"Base-list__child\">\u66d6\u6627\u306a\u4f9d\u983c\u304b\u3089\u610f\u56f3\u3092\u88dc\u3063\u3066\u4f5c\u696d\u3059\u308b\u30bf\u30b9\u30af<\/li>\n<li class=\"Base-list__child\">\u8907\u96d1\u306a\u30b3\u30fc\u30c9\u751f\u6210\u3084\u8a2d\u8a08\u5224\u65ad\u3092\u542b\u3080\u30bf\u30b9\u30af<\/li>\n<li class=\"Base-list__child\">\u6700\u65b0\u60c5\u5831\u3084\u5916\u90e8\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u8abf\u67fb\u30bf\u30b9\u30af<\/li>\n<\/ul>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u7528\u9014\u3092\u7d5e\u308a\u3001\u8a55\u4fa1\u3057\u3084\u3059\u3044\u30bf\u30b9\u30af\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u554f\u3044\u5408\u308f\u305b\u5206\u985e\u3001\u6587\u7ae0\u306e\u8981\u7d04\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u6cbf\u3063\u305f\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u306f\u3001\u8a55\u4fa1\u89b3\u70b9\u3092\u5b9a\u3081\u3084\u3059\u3044\u7528\u9014\u3067\u3059\u3002<\/p>\n<h4 id=\"section-5-2\" class=\"Heading Title Title--s\">\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8981\u4ef6\u3092\u898b\u7a4d\u3082\u308b\u5fc5\u8981\u304c\u3042\u308b<\/h4>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5b9f\u884c\u306b\u306f\u3001CPU\u3001\u30e1\u30e2\u30ea\u3001GPU\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u95a2\u308f\u308a\u307e\u3059\u3002\u5c0f\u3055\u306a\u30e2\u30c7\u30eb\u3067\u3042\u308c\u3070\u4e00\u822c\u7684\u306aPC\u3067\u3082\u52d5\u4f5c\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u5fdc\u7b54\u901f\u5ea6\u3084\u540c\u6642\u5229\u7528\u6570\u3092\u6c42\u3081\u308b\u5834\u5408\u306fGPU\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u3001\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u3084GPU\u30e1\u30e2\u30ea\u3082\u5897\u3048\u307e\u3059\u3002<br \/>\n\u696d\u52d9\u5229\u7528\u3067\u306f\u3001\u6b21\u306e\u89b3\u70b9\u3092\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u60f3\u5b9a\u3059\u308b\u5229\u7528\u8005\u6570<\/li>\n<li class=\"Base-list__child\">1\u56de\u3042\u305f\u308a\u306e\u5165\u529b\u6587\u91cf\u3068\u51fa\u529b\u6587\u91cf<\/li>\n<li class=\"Base-list__child\">\u5fc5\u8981\u306a\u5fdc\u7b54\u901f\u5ea6<\/li>\n<li class=\"Base-list__child\">\u540c\u6642\u5b9f\u884c\u6570<\/li>\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3068\u5fc5\u8981\u30e1\u30e2\u30ea<\/li>\n<li class=\"Base-list__child\">\u969c\u5bb3\u6642\u306e\u5fa9\u65e7\u65b9\u6cd5<\/li>\n<\/ul>\n<p>\u500b\u4ebaPC\u3067\u52d5\u3044\u305f\u69cb\u6210\u304c\u3001\u305d\u306e\u307e\u307e\u30c1\u30fc\u30e0\u5229\u7528\u3084\u672c\u756a\u5229\u7528\u306b\u8010\u3048\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u6700\u521d\u304b\u3089\u3001\u6700\u7d42\u7684\u306a\u5229\u7528\u898f\u6a21\u3092\u898b\u636e\u3048\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<h4 id=\"section-5-3\" class=\"Heading Title Title--s\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u904b\u7528\u8cac\u4efb\u304c\u81ea\u793e\u5074\u306b\u5bc4\u308b<\/h4>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u5916\u90e8\u9001\u4fe1\u3092\u6291\u3048\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u74b0\u5883\u7ba1\u7406\u306e\u8cac\u4efb\u306f\u81ea\u793e\u5074\u306b\u5bc4\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u5229\u7528\u30ed\u30b0\u306e\u7ba1\u7406\u3001\u76e3\u67fb\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u306a\u3069\u3092\u8a2d\u8a08\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u307e\u305f\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3042\u3063\u3066\u3082\u3001\u751f\u6210\u7d50\u679c\u306b\u6a5f\u5bc6\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002RAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u5834\u5408\u3001\u691c\u7d22\u3055\u308c\u305f\u793e\u5185\u6587\u66f8\u306e\u4e00\u90e8\u304c\u56de\u7b54\u306b\u53cd\u6620\u3055\u308c\u308b\u305f\u3081\u3001\u56de\u7b54\u306e\u95b2\u89a7\u6a29\u9650\u3082\u91cd\u8981\u3067\u3059\u3002\u5229\u7528\u8005\u304c\u672c\u6765\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u6587\u66f8\u306e\u5185\u5bb9\u3092\u3001\u751f\u6210AI\u7d4c\u7531\u3067\u53d6\u5f97\u3067\u304d\u308b\u69cb\u6210\u306f\u907f\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u300c\u30ed\u30fc\u30ab\u30eb\u3060\u304b\u3089\u5b89\u5168\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u3069\u306e\u30c7\u30fc\u30bf\u306b\u8ab0\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u3069\u306e\u3088\u3046\u306a\u30ed\u30b0\u304c\u6b8b\u308a\u3001\u554f\u984c\u767a\u751f\u6642\u306b\u8ffd\u8de1\u3067\u304d\u308b\u304b\u300d\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">\u696d\u52d9\u5c0e\u5165\u6642\u306e\u5224\u65ad\u57fa\u6e96<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u6280\u8853\u7684\u306a\u8208\u5473\u3060\u3051\u3067\u6c7a\u3081\u308b\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5bfe\u8c61\u696d\u52d9\u3001\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3001\u5fc5\u8981\u306a\u7cbe\u5ea6\u3001\u904b\u7528\u4f53\u5236\u3092\u8e0f\u307e\u3048\u305f\u5224\u65ad\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u5224\u65ad\u8ef8<\/th>\n<th>\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/th>\n<\/tr>\n<tr>\n<td>\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u6027<\/td>\n<td>\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u9001\u4fe1\u304c\u8a31\u5bb9\u3055\u308c\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u5fc5\u8981\u306a\u54c1\u8cea<\/td>\n<td>\u30ed\u30fc\u30ab\u30eb\u30e2\u30c7\u30eb\u3067\u6c42\u3081\u308b\u54c1\u8cea\u306b\u5230\u9054\u3067\u304d\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u5fdc\u7b54\u901f\u5ea6<\/td>\n<td>\u5229\u7528\u8005\u304c\u5f85\u3066\u308b\u6642\u9593\u5185\u306b\u56de\u7b54\u3067\u304d\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u5229\u7528\u91cf<\/td>\n<td>API\u8cbb\u7528\u3068\u81ea\u793e\u904b\u7528\u8cbb\u306e\u3069\u3061\u3089\u304c\u5408\u7406\u7684\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u904b\u7528\u4f53\u5236<\/td>\n<td>\u30e2\u30c7\u30eb\u3001\u30b5\u30fc\u30d0\u30fc\u3001\u30ed\u30b0\u3001\u6a29\u9650\u3092\u7ba1\u7406\u3067\u304d\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30e9\u30a4\u30bb\u30f3\u30b9<\/td>\n<td>\u30e2\u30c7\u30eb\u3092\u696d\u52d9\u5229\u7528\u3067\u304d\u308b\u6761\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td>\u9589\u57df\u5316\u3001\u8a8d\u8a3c\u3001\u76e3\u67fb\u3001\u6a29\u9650\u7ba1\u7406\u3092\u8a2d\u8a08\u3067\u304d\u308b\u304b<\/td>\n<\/tr>\n<\/table>\n<p>\u305f\u3068\u3048\u3070\u3001\u516c\u958b\u60c5\u5831\u306e\u8981\u7d04\u3084\u4e00\u822c\u7684\u306a\u6587\u7ae0\u4f5c\u6210\u3067\u3042\u308c\u3070\u3001\u30af\u30e9\u30a6\u30c9LLM\u306e\u65b9\u304c\u5c0e\u5165\u3057\u3084\u3059\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u53cd\u5bfe\u306b\u3001\u5916\u90e8\u9001\u4fe1\u3067\u304d\u306a\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u696d\u52d9\u3001\u9589\u57df\u74b0\u5883\u3067\u306e\u5229\u7528\u3001\u4e00\u5b9a\u91cf\u306e\u5b9a\u578b\u51e6\u7406\u3092\u7d99\u7d9a\u7684\u306b\u5b9f\u884c\u3059\u308b\u696d\u52d9\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u691c\u8a0e\u4fa1\u5024\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<br \/>\n\u30af\u30e9\u30a6\u30c9LLM\u3068\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u3069\u3061\u3089\u304b\u4e00\u65b9\u3060\u3051\u3092\u9078\u3076\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u52d9\u3067\u306f\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u69cb\u6210\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u7528\u9014<\/th>\n<th>\u5411\u3044\u3066\u3044\u308b\u9078\u629e\u80a2<\/th>\n<\/tr>\n<tr>\n<td>\u4e00\u822c\u7684\u306a\u6587\u7ae0\u4f5c\u6210\u3001\u8abf\u67fb\u3001\u4f01\u753b\u306e\u58c1\u6253\u3061<\/td>\n<td>\u30af\u30e9\u30a6\u30c9LLM<\/td>\n<\/tr>\n<tr>\n<td>\u6700\u65b0\u60c5\u5831\u3092\u8e0f\u307e\u3048\u305f\u8abf\u67fb<\/td>\n<td>\u30af\u30e9\u30a6\u30c9LLM\u307e\u305f\u306fWeb\u691c\u7d22\u9023\u643a<\/td>\n<\/tr>\n<tr>\n<td>\u6a5f\u5bc6\u60c5\u5831\u3092\u542b\u3080\u6587\u66f8\u306e\u8981\u7d04<\/td>\n<td>\u30ed\u30fc\u30ab\u30ebLLM\u307e\u305f\u306f\u5c02\u7528\u5951\u7d04\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883<\/td>\n<\/tr>\n<tr>\n<td>\u5927\u91cf\u306e\u5b9a\u578b\u5206\u985e\u51e6\u7406<\/td>\n<td>\u30ed\u30fc\u30ab\u30ebLLM\u307e\u305f\u306f\u4f4e\u30b3\u30b9\u30c8\u306aAPI\u69cb\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u5185\u6587\u66f8\u691c\u7d22<\/td>\n<td>RAG\u3068\u30ed\u30fc\u30ab\u30ebLLM\u3001\u307e\u305f\u306f\u9589\u57df\u5bfe\u5fdc\u306e\u30af\u30e9\u30a6\u30c9\u57fa\u76e4<\/td>\n<\/tr>\n<\/table>\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u300c\u30af\u30e9\u30a6\u30c9LLM\u3088\u308a\u5b89\u5168\u306a\u3082\u306e\u300d\u3068\u4e00\u62ec\u308a\u306b\u3057\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u5b89\u5168\u6027\u3001\u54c1\u8cea\u3001\u30b3\u30b9\u30c8\u3001\u904b\u7528\u8ca0\u8377\u306e\u3069\u3053\u3092\u91cd\u8996\u3059\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u9069\u3057\u305f\u69cb\u6210\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">\u307e\u305a\u691c\u8a3c\u3059\u308b\u306a\u3089\u4f55\u304b\u3089\u59cb\u3081\u308b\u304b<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u691c\u8a3c\u3059\u308b\u5834\u5408\u306f\u3001\u672c\u756a\u74b0\u5883\u3084\u5927\u898f\u6a21\u306aRAG\u69cb\u6210\u3092\u4f5c\u308b\u3088\u308a\u3082\u3001\u9650\u5b9a\u7528\u9014\u3067\u8a55\u4fa1\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u624b\u5143\u3084\u793e\u5185\u306bGPU\u74b0\u5883\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u6700\u521d\u306e\u9032\u3081\u65b9\u306f\u5909\u308f\u308a\u307e\u3059\u3002<br \/>\nGPU\u74b0\u5883\u304c\u3042\u308b\u5834\u5408\u306f\u3001<a href=\"https:\/\/ollama.com\/\" class=\"Ext\">Ollama<\/a>\u3001 <a href=\"https:\/\/lmstudio.ai\/\" class=\"Ext\">LM Studio<\/a>\u3001 <a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\" class=\"Ext\">llama.cpp<\/a>\u3001 <a href=\"https:\/\/docs.vllm.ai\/en\/stable\/\" class=\"Ext\">vLLM<\/a>\u306a\u3069\u3092\u4f7f\u3063\u3066\u3001\u5019\u88dc\u30e2\u30c7\u30eb\u3092\u5b9f\u969b\u306b\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u304b\u3057\u3066\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u306f\u3001\u5fdc\u7b54\u54c1\u8cea\u3001\u5fdc\u7b54\u901f\u5ea6\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3001\u540c\u6642\u5229\u7528\u6570\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GPU\u74b0\u5883\u304c\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u691c\u8a3c\u3092\u59cb\u3081\u3089\u308c\u306a\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u3092\u30af\u30e9\u30a6\u30c9API\u3067\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3048\u3070\u3001\u81ea\u524d\u306eGPU\u3092\u7528\u610f\u305b\u305a\u306b\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u50be\u5411\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u306e\u65b9\u6cd5\u3067\u78ba\u8a8d\u3067\u304d\u308b\u306e\u306f\u4e3b\u306b\u56de\u7b54\u54c1\u8cea\u3067\u3059\u3002\u5fdc\u7b54\u901f\u5ea6\u3001\u540c\u6642\u5b9f\u884c\u6027\u80fd\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306a\u3069\u306f\u3001\u5b9f\u969b\u306b\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u304b\u3059\u5834\u5408\u3068\u306f\u5927\u304d\u304f\u7570\u306a\u308b\u305f\u3081\u3001\u5225\u9014\u8a55\u4fa1\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n\u305f\u3068\u3048\u3070\u30012026\u5e746\u6708\u6642\u70b9\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u7d4c\u7531\u3067\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001<a href=\"https:\/\/www.together.ai\/\" class=\"Ext\">Together AI<\/a>\u3001 <a href=\"https:\/\/fireworks.ai\/\" class=\"Ext\">Fireworks AI<\/a>\u3001 <a href=\"https:\/\/groq.com\/\" class=\"Ext\">Groq<\/a>\u3001 <a href=\"https:\/\/huggingface.co\/docs\/inference-providers\" class=\"Ext\">Hugging Face Inference Providers<\/a> \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u306a\u304a\u3001\u3053\u306e\u65b9\u6cd5\u306f\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5b9f\u884c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5165\u529b\u30c7\u30fc\u30bf\u306f\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u4fe1\u3055\u308c\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u4f7f\u3063\u305f\u691c\u8a3c\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u3067\u51fa\u529b\u50be\u5411\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u76f8\u6027\u3092\u78ba\u8a8d\u3059\u308b\u7528\u9014\u3067\u3042\u308c\u3070\u6709\u52b9\u3067\u3059\u3002<\/p>\n<p>\u5bfe\u8c61\u696d\u52d9\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u30ab\u30c6\u30b4\u30ea\u5206\u985e\u3001\u8b70\u4e8b\u9332\u306e\u8981\u7d04\u3001\u793e\u5185FAQ\u306e\u56de\u7b54\u6848\u4f5c\u6210\u306a\u3069\u3001\u8a55\u4fa1\u89b3\u70b9\u3092\u7528\u610f\u3057\u3084\u3059\u3044\u3082\u306e\u304b\u3089\u9078\u3076\u3068\u9032\u3081\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\n\u6700\u521d\u304b\u3089\u300c\u793e\u5185\u6587\u66f8\u3092\u4f55\u3067\u3082\u8cea\u554f\u3067\u304d\u308bAI\u300d\u3092\u76ee\u6307\u3059\u3068\u3001\u691c\u7d22\u8a2d\u8a08\u3001\u6a29\u9650\u7ba1\u7406\u3001\u56de\u7b54\u8a55\u4fa1\u3001\u904b\u7528\u30eb\u30fc\u30eb\u304c\u8907\u96d1\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u9650\u5b9a\u7528\u9014\u3067\u30ed\u30fc\u30ab\u30ebLLM\u306e\u7279\u6027\u3092\u628a\u63e1\u3057\u3001\u305d\u306e\u5f8c\u306bRAG\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3078\u5e83\u3052\u308b\u65b9\u304c\u3001\u8ab2\u984c\u3092\u5207\u308a\u5206\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">\u307e\u3068\u3081<\/h3>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3057\u3065\u3089\u3044\u696d\u52d9\u3084\u3001\u9589\u57df\u74b0\u5883\u3067\u751f\u6210AI\u3092\u4f7f\u3044\u305f\u3044\u5834\u9762\u3067\u6709\u529b\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u81ea\u7531\u5ea6\u3092\u9ad8\u3081\u3089\u308c\u308b\u4e00\u65b9\u3067\u3001\u30e2\u30c7\u30eb\u6027\u80fd\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u904b\u7528\u4f53\u5236\u3092\u81ea\u793e\u5074\u3067\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u672c\u8a18\u4e8b\u306e\u8981\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u81ea\u793e\u7ba1\u7406\u306e\u74b0\u5883\u3067LLM\u3092\u52d5\u304b\u3059\u8003\u3048\u65b9\u3067\u3042\u308b<\/li>\n<li class=\"Base-list__child\">\u30af\u30e9\u30a6\u30c9LLM\u3088\u308a\u5e38\u306b\u9ad8\u54c1\u8cea\u3001\u4f4e\u30b3\u30b9\u30c8\u3001\u5b89\u5168\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044<\/li>\n<li class=\"Base-list__child\">\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3067\u3082\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u30ed\u30b0\u7ba1\u7406\u306a\u3069\u306e\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3042\u308b<\/li>\n<li class=\"Base-list__child\">\u5c0e\u5165\u5224\u65ad\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u6027\u3001\u54c1\u8cea\u8981\u4ef6\u3001\u904b\u7528\u4f53\u5236\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u6700\u521d\u306f\u9650\u5b9a\u7528\u9014\u3067\u691c\u8a3c\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066RAG\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3078\u5e83\u3052\u308b<\/li>\n<\/ul>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u30af\u30e9\u30a6\u30c9LLM\u3092\u7f6e\u304d\u63db\u3048\u308b\u6280\u8853\u3068\u3044\u3046\u3088\u308a\u3001\u751f\u6210AI\u306e\u5229\u7528\u5834\u6240\u3068\u7ba1\u7406\u65b9\u6cd5\u3092\u5e83\u3052\u308b\u9078\u629e\u80a2\u3067\u3059\u3002\u696d\u52d9\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u30af\u30e9\u30a6\u30c9LLM\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3001RAG\u3001\u5c02\u7528\u5951\u7d04\u306e\u30af\u30e9\u30a6\u30c9\u57fa\u76e4\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u5b9f\u52d9\u306b\u5408\u3063\u305f\u751f\u6210AI\u6d3b\u7528\u3092\u8a2d\u8a08\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-9\" class=\"Heading Title Title--m\">\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u3054\u7d39\u4ecb<\/h3>\n<p>Tech Fun\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u5411\u3051\u305f\u652f\u63f4\u30923\u3064\u306e\u30d1\u30c3\u30af\u3067\u3054\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\uff1a\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u73fe\u72b6\u3092\u7121\u6599\u3067\u8a3a\u65ad\u3057\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u30ec\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/poc\/\" class=\"Ext\">\u691c\u8a3c\uff08PoC\uff09\u30d1\u30c3\u30af<\/a>\uff1a\u8a3a\u65ad\u3067\u6709\u52b9\u6027\u304c\u78ba\u8a8d\u3055\u308c\u305f\u696d\u52d9\u3092\u5bfe\u8c61\u306b\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/consulting\/\" class=\"Ext\">\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/a>\uff1a\u751f\u6210AI\u5c0e\u5165\u6226\u7565\u306e\u7b56\u5b9a\u304b\u3089\u904b\u7528\u4f53\u5236\u69cb\u7bc9\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<\/ol>\n<p>\u751f\u6210AI\u306b\u9650\u3089\u305a\u3001Web\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30a4\u30f3\u30d5\u30e9\u8a2d\u8a08\u306a\u3069\u3001\u6280\u8853\u9818\u57df\u3092\u554f\u308f\u305a\u3054\u76f8\u8ac7\u3092\u627f\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u826f\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u6bb5\u968e\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u306e\u3067\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b ChatGPT\u3084Claude\u3001Gemini\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u578b\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u696d\u52d9\u3067\u3082\u5e83\u304f\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306b\u5916\u90e8\u4e8b\u696d\u8005\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u4e0a\u3067LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u52d5\u4f5c\u3057\u3001\u30a4\u30f3\u2026<\/p>\n","protected":false},"author":7,"featured_media":7155,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[91],"class_list":["post-7154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-generative-ai"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/7154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/comments?post=7154"}],"version-history":[{"count":2,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/7154\/revisions"}],"predecessor-version":[{"id":7158,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/7154\/revisions\/7158"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/media\/7155"}],"wp:attachment":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/media?parent=7154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/categories?post=7154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}