COFFEXIUM v1.0

Name	Type	Size	Modified	Perms
..	Directory	—	1970-01-01 00:00	????
wp-admin	Directory	—	2025-04-04 16:01	0755
wp-content	Directory	—	2026-07-21 20:07	0755
wp-includes	Directory	—	2025-12-10 15:47	0755
HTACCESS .htaccess	HTACCESS	896 bytes	2026-07-19 14:53	0644
HTML health.html	HTML	3 bytes	2026-03-06 03:32	0644
PHP health.php	PHP	20 bytes	2026-03-03 16:03	0644
PHP index.php	PHP	405 bytes	2025-04-04 16:01	0644
TXT license.txt	TXT	19.44 KB	2025-12-10 15:47	0644
HTML readme.html	HTML	7.25 KB	2025-12-10 15:47	0644
TXT robots.txt	TXT	311 bytes	2026-06-09 02:42	0644
PHP wp-activate.php	PHP	7.18 KB	2025-12-10 15:47	0644
PHP wp-blog-header.php	PHP	351 bytes	2025-04-04 16:01	0644
PHP wp-comments-post.php	PHP	2.27 KB	2025-04-04 16:01	0644
PHP wp-config-sample.php	PHP	3.26 KB	2025-12-10 15:47	0644
PHP wp-config.php	PHP	3.91 KB	2026-02-08 11:01	0666
PHP wp-cron.php	PHP	5.49 KB	2025-04-04 16:01	0644
PHP wp-links-opml.php	PHP	2.43 KB	2025-12-10 15:47	0644
PHP wp-load.php	PHP	3.84 KB	2025-04-04 16:01	0644
PHP wp-login.php	PHP	50.23 KB	2025-12-10 15:47	0644
PHP wp-mail.php	PHP	8.52 KB	2025-12-10 15:47	0644
PHP wp-settings.php	PHP	30.33 KB	2025-12-10 15:47	0644
PHP wp-signup.php	PHP	33.71 KB	2025-04-15 21:11	0644
PHP wp-trackback.php	PHP	5.09 KB	2025-12-10 15:47	0644
PHP xmlrpc.php	PHP	3.13 KB	2025-04-15 21:11	0644

GPT-5.2\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u6599\u91d1\u3084\u4f7f\u3044\u65b9\u3001GPT-5.1\u3068\u306e\u9055\u3044\u3092\u5fb9\u5e95\u89e3\u8aac<\/a><\/blockquote><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001UI\/UX\u3092\u81ea\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u3084\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u5b8c\u5168\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u65e2\u5b58\u306e\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u306e\u4e2d\u306b\u30c1\u30e3\u30c3\u30c8\u6a5f\u80fd\u3092\u57cb\u3081\u8fbc\u3093\u3060\u308a\u3001\u72ec\u81ea\u306e\u5165\u529b\u30d5\u30a9\u30fc\u30e0\u3092\u4f5c\u6210\u3057\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u3092\u88dc\u52a9\u3057\u305f\u308a\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30b5\u30fc\u30d0\u30fc\u306e\u69cb\u7bc9\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7ba1\u7406\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u958b\u767a\u306a\u3069\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u308b\u5c02\u9580\u7684\u306a\u958b\u767a\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>API\u306e\u5229\u7528\u6599\u91d1\u306f\u3001\u65e7\u30e2\u30c7\u30eb\u306b\u6bd4\u3079\u3066\u5165\u529b\u30b3\u30b9\u30c8\u304c\u5b89\u4fa1\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u958b\u767a\u8cbb\u3084\u4fdd\u5b88\u904b\u7528\u8cbb\u3092\u542b\u3081\u305f\u30c8\u30fc\u30bf\u30eb\u30b3\u30b9\u30c8\u3067\u5224\u65ad\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Azure OpenAI Service\uff1a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd<\/h3>\n\n\n\n<p>Azure OpenAI Service\u306f\u3001Microsoft\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cAzure\u300d\u4e0a\u3067OpenAI\u306e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u5bb6OpenAI\u3068\u540c\u3058\u30e2\u30c7\u30eb\uff08GPT-5.2\u3084GPT-5\u306a\u3069\uff09\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u6700\u5927\u306e\u7279\u5fb4\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5bfe\u5fdc\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Azure\u306e\u5805\u7262\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u76e4\u306e\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u901a\u4fe1\u306e\u6697\u53f7\u5316\u3084\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff08VNET\u63a5\u7d9a\u306a\u3069\uff09\u3001\u9589\u57df\u7db2\u3067\u306e\u5229\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u91d1\u878d\u6a5f\u95a2\u3084\u884c\u653f\u6a5f\u95a2\u306a\u3069\u3001\u6975\u3081\u3066\u9ad8\u3044\u6a5f\u5bc6\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u754c\u3067\u306e\u63a1\u7528\u5b9f\u7e3e\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001SLA\uff08\u30b5\u30fc\u30d3\u30b9\u54c1\u8cea\u4fdd\u8a3c\uff09\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u7528\u9014\u3067\u306e\u5b89\u5b9a\u7a3c\u50cd\u304c\u4fdd\u8a3c\u3055\u308c\u3066\u3044\u308b\u70b9\u3082\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u5927\u304d\u306a\u5b89\u5fc3\u6750\u6599\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u898f\u5b9a\u3067\u6d77\u5916\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30c7\u30fc\u30bf\u9001\u4fe1\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u3001\u56fd\u5185\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308b\u305f\u3081\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3092\u30af\u30ea\u30a2\u3057\u3084\u3059\u3044\u3068\u3044\u3046\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306fAzure OpenAI Service\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u5206\u96e2\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8a73\u7d30\u306b\u89e3\u8aac\u3055\u308c\u305f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/ai-foundry\/responsible-ai\/openai\/data-privacy?view=foundry-classic\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/learn.microsoft.com\/en-us\/azure\/ai-foundry\/responsible-ai\/openai\/data-privacy?view=foundry-classic<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5916\u90e8SaaS\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\uff1a\u958b\u767a\u4e0d\u8981\u3067\u5373\u5ea7\u306b\u793e\u5185\u6d3b\u7528\u3092\u958b\u59cb<\/h3>\n\n\n\n<p>\u81ea\u793e\u3067\u958b\u767a\u3092\u884c\u308f\u305a\u3001\u30d9\u30f3\u30c0\u30fc\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308bChatGPT\u9023\u643a\u6e08\u307f\u306eSaaS\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3059\u308b\u306e\u3082\u4e00\u3064\u306e\u8ce2\u3044\u9078\u629e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u591a\u304f\u306e\u30c4\u30fc\u30eb\u3067\u306f\u3001\u3059\u3067\u306bRAG\uff08\u793e\u5185\u30c7\u30fc\u30bf\u691c\u7d22\uff09\u6a5f\u80fd\u3084\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u5171\u6709\u6a5f\u80fd\u3001\u7ba1\u7406\u753b\u9762\u3067\u306e\u30ed\u30b0\u76e3\u8996\u6a5f\u80fd\u306a\u3069\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u5f8c\u306e\u904b\u7528\u3067\u91cd\u8981\u3068\u306a\u308b\u3001\u5b9f\u52d9\u3067\u3059\u3050\u306b\u6d3b\u7528\u3067\u304d\u308b\u65e5\u672c\u8a9e\u5bfe\u5fdc\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u96c6\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-taskhub wp-block-embed-taskhub\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"EIQxYRnRB8\"><a href=\"https:\/\/taskhub.jp\/useful\/ai-prompt-japanese\/\">\u3010\u4fdd\u5b58\u7248\u3011AI\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u65e5\u672c\u8a9e\u3067\u4f7f\u3044\u3053\u306a\u3059\u30b3\u30c4\uff01ChatGPT\u30fb\u753b\u50cf\u751f\u6210\u3067\u4f7f\u3048\u308b\u4f8b\u6587\u3082\u89e3\u8aac<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“\u3010\u4fdd\u5b58\u7248\u3011AI\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u65e5\u672c\u8a9e\u3067\u4f7f\u3044\u3053\u306a\u3059\u30b3\u30c4\uff01ChatGPT\u30fb\u753b\u50cf\u751f\u6210\u3067\u4f7f\u3048\u308b\u4f8b\u6587\u3082\u89e3\u8aac” — Taskhub\" src=\"https:\/\/taskhub.jp\/useful\/ai-prompt-japanese\/embed\/#?secret=TPvjwb9D3B#?secret=EIQxYRnRB8\" data-secret=\"EIQxYRnRB8\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u5c0e\u5165\u30b9\u30d4\u30fc\u30c9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5951\u7d04\u3057\u305f\u305d\u306e\u65e5\u304b\u3089\u793e\u5185\u5c55\u958b\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u958b\u767a\u671f\u9593\u3084\u521d\u671f\u306e\u30d0\u30b0\u4fee\u6b63\u3068\u3044\u3063\u305f\u5de5\u6570\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30d9\u30f3\u30c0\u30fc\u5074\u3067\u6700\u65b0\u30e2\u30c7\u30eb\u3078\u306e\u8ffd\u5f93\u3084\u6a5f\u80fd\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u884c\u308f\u308c\u308b\u305f\u3081\u3001\u81ea\u793e\u3067\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u7d9a\u3051\u308b\u8ca0\u62c5\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u6708\u984d\u8cbb\u7528\u304c\u30e6\u30fc\u30b6\u30fc\u6570\u306b\u5fdc\u3058\u3066\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u5168\u793e\u54e1\u306b\u5c55\u958b\u3059\u308b\u5834\u5408\u306f\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u9ad8\u984d\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u72ec\u81ea\u306e\u7279\u6b8a\u306a\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u5834\u5408\u3082\u3042\u308b\u305f\u3081\u3001\u30c8\u30e9\u30a4\u30a2\u30eb\u671f\u9593\u306a\u3069\u3092\u5229\u7528\u3057\u3066\u6a5f\u80fd\u9069\u5408\u6027\u3092\u3057\u3063\u304b\u308a\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3010\u793e\u5185\u30c7\u30fc\u30bf\u9023\u643a\u3011RAG\u30b7\u30b9\u30c6\u30e0\u306e\u4ed5\u7d44\u307f\u3068\u69cb\u7bc9\u624b\u9806<\/h2>\n\n\n\n<p>ChatGPT\u69cb\u7bc9\u306b\u304a\u3044\u3066\u6700\u3082\u9700\u8981\u304c\u9ad8\u3044\u306e\u304c\u3001\u793e\u5185\u898f\u5b9a\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u306e\u72ec\u81ea\u30c7\u30fc\u30bf\u3092\u56de\u7b54\u306b\u53cd\u6620\u3055\u305b\u308b\u300cRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RAG\u3068\u306f\u4f55\u304b<\/li>\n\n\n\n<li>\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6e96\u5099<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u624b\u6cd5<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001AI\u304c\u793e\u5185\u306e\u3053\u3068\u3092\u77e5\u3063\u3066\u3044\u308b\u304b\u306e\u3088\u3046\u306b\u632f\u308b\u821e\u3046\u305f\u3081\u306eRAG\u30b7\u30b9\u30c6\u30e0\u306e\u5177\u4f53\u7684\u306a\u69cb\u7bc9\u30b9\u30c6\u30c3\u30d7\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\u3068\u306f\uff1f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044<\/h3>\n\n\n\n<p>RAG\uff08Retrieval-Augmented Generation\uff09\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u691c\u7d22\u3057\u3001\u305d\u306e\u60c5\u5831\u3092AI\u306b\u6e21\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3088\u304f\u6df7\u540c\u3055\u308c\u308b\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d\u306f\u3001AI\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u65b0\u3057\u3044\u77e5\u8b58\u3084\u300c\u632f\u308b\u821e\u3044\u300d\u3092\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5\u3067\u3059\u304c\u3001\u3053\u308c\u306b\u306f\u83ab\u5927\u306a\u30b3\u30b9\u30c8\u3068\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001RAG\u306f\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u518d\u5b66\u7fd2\u3055\u305b\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3042\u304f\u307e\u3067\u300c\u30ab\u30f3\u30cb\u30f3\u30b0\u30da\u30fc\u30d1\u30fc\u300d\u3068\u3057\u3066\u793e\u5185\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001\u60c5\u5831\u304c\u66f4\u65b0\u3055\u308c\u305f\u5834\u5408\u3067\u3082\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u6e08\u307f\u3001\u5e38\u306b\u6700\u65b0\u306e\u60c5\u5831\u3092\u56de\u7b54\u306b\u53cd\u6620\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185Q&A\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u691c\u7d22\u306a\u3069\u3001\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u6b63\u78ba\u306a\u56de\u7b54\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30fc\u30f3\u3067\u306f\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u306a\u304fRAG\u3092\u63a1\u7528\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5e7b\u899a\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3055\u305b\u308b\u52b9\u679c\u3082\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u77e5\u8b58\u96c6\u7d04\u578b\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001RAG\u304c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3088\u308a\u3082\u9ad8\u3044\u7cbe\u5ea6\u3092\u793a\u3059\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u305f\u7814\u7a76\u8ad6\u6587\u306f\u3053\u3061\u3089\u3067\u3059\u3002\u6280\u8853\u7684\u306a\u80cc\u666f\u3092\u77e5\u308a\u305f\u3044\u65b9\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/arxiv.org\/abs\/2312.05934\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/2312.05934<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30d9\u30af\u30c8\u30eb\u5316\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6e96\u5099<\/h3>\n\n\n\n<p>RAG\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305a\u793e\u5185\u306b\u3042\u308bPDF\u3001Word\u3001Excel\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092AI\u304c\u7406\u89e3\u3067\u304d\u308b\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u300c\u30d9\u30af\u30c8\u30eb\u5316\uff08Embedding\uff09\u300d\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6587\u7ae0\u306e\u610f\u5473\u3084\u6587\u8108\u3092\u6570\u5024\u306e\u7f85\u5217\uff08\u30d9\u30af\u30c8\u30eb\uff09\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u3001\u610f\u5473\u304c\u8fd1\u3044\u60c5\u5831\u3092\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d9\u30af\u30c8\u30eb\u5316\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u300c\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u3068\u547c\u3070\u308c\u308b\u5c02\u7528\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Pinecone\u3084Chroma\u3001Azure AI Search\u306a\u3069\u304c\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>HNSW\u3084IVF\u3068\u3044\u3063\u305f\u30d9\u30af\u30c8\u30eb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u6280\u8853\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3084\u9078\u629e\u57fa\u6e96\u306b\u3064\u3044\u3066\u89e3\u8aac\u3055\u308c\u305f\u958b\u767a\u8005\u5411\u3051\u30ac\u30a4\u30c9\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.pinecone.io\/learn\/a-developers-guide-to-ann-algorithms\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.pinecone.io\/learn\/a-developers-guide-to-ann-algorithms\/<\/a><\/p>\n\n\n\n<p>\u3053\u306e\u5de5\u7a0b\u3067\u306e\u54c1\u8cea\u304c\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u753b\u50cf\u3070\u304b\u308a\u306ePDF\u3084\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u304c\u8907\u96d1\u306aExcel\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\u306e\u6bb5\u968e\u3067\u610f\u5473\u304c\u5d29\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53ef\u80fd\u306a\u9650\u308a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3068\u3057\u3066\u69cb\u9020\u5316\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u524d\u51e6\u7406\u3068\u30c1\u30e3\u30f3\u30af\u5206\u5272<\/h3>\n\n\n\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u305d\u306e\u307e\u307e\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u9069\u5207\u306a\u30b5\u30a4\u30ba\u306b\u5206\u5272\u3059\u308b\u300c\u30c1\u30e3\u30f3\u30af\u5206\u5272\u300d\u3068\u3044\u3046\u51e6\u7406\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u9577\u3044\u6587\u7ae0\u3092\u4e00\u5ea6\u306b\u691c\u7d22\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u6587\u8108\u304c\u8584\u307e\u308a\u3001\u7cbe\u5ea6\u306e\u4f4e\u3044\u60c5\u5831\u304c\u62bd\u51fa\u3055\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306b\u306f\u3001\u610f\u5473\u306e\u307e\u3068\u307e\u308a\u3054\u3068\u306b\u6570\u884c\u304b\u3089\u6570\u6bb5\u843d\u7a0b\u5ea6\u306b\u5206\u5272\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u56fa\u5b9a\u9577\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306e\u9650\u754c\u3068\u3001\u610f\u5473\u7684\u5883\u754c\u306b\u57fa\u3065\u304f\u300c\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u300d\u306e\u6709\u52b9\u6027\u306b\u3064\u3044\u3066\u89e3\u8aac\u3055\u308c\u305f\u8a18\u4e8b\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/milvus.io\/blog\/embedding-first-chunking-second-smarter-rag-retrieval-with-max-min-semantic-chunking.md\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/milvus.io\/blog\/embedding-first-chunking-second-smarter-rag-retrieval-with-max-min-semantic-chunking.md<\/a><\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5206\u5272\u3057\u305f\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u306b\u3001\u300c\u3053\u308c\u306f\u3007\u3007\u88fd\u54c1\u306e2025\u5e74\u7248\u30de\u30cb\u30e5\u30a2\u30eb\u3067\u3059\u300d\u3068\u3044\u3063\u305f\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u306e\u7cbe\u5ea6\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\uff08\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\uff09\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u30d8\u30c3\u30c0\u30fc\u3084\u30d5\u30c3\u30bf\u30fc\u3001\u7121\u95a2\u4fc2\u306a\u8a18\u53f7\u306a\u3069\u3092\u524a\u9664\u3057\u3001AI\u306b\u3068\u3063\u3066\u30ce\u30a4\u30ba\u3068\u306a\u308b\u60c5\u5831\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u3067\u3001\u3088\u308a\u7684\u78ba\u306a\u56de\u7b54\u3092\u5f15\u304d\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5730\u9053\u306a\u30c7\u30fc\u30bf\u6574\u5099\u3053\u305d\u304c\u3001\u5b9f\u7528\u7684\u306aRAG\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u306e\u809d\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9(UI)\u306e\u9078\u5b9a\u3068\u9023\u643a\u5148<\/h2>\n\n\n\n<p>\u69cb\u7bc9\u3057\u305fChatGPT\u3092\u793e\u54e1\u304c\u3069\u3053\u304b\u3089\u4f7f\u3046\u304b\u3001\u3068\u3044\u3046UI\uff08\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u306e\u9078\u5b9a\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Web\u30a2\u30d7\u30ea\u5316<\/li>\n\n\n\n<li>\u30d3\u30b8\u30cd\u30b9\u30c1\u30e3\u30c3\u30c8\u9023\u643a<\/li>\n\n\n\n<li>\u9867\u5ba2\u5411\u3051LINE\u9023\u643a<\/li>\n<\/ul>\n\n\n\n<p>\u5229\u7528\u8005\u306eIT\u30ea\u30c6\u30e9\u30b7\u30fc\u3084\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u3001\u6700\u9069\u306a\u5165\u308a\u53e3\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u3001\u5229\u7528\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Chatbot UI\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3057\u3066Web\u30a2\u30d7\u30ea\u5316\u3059\u308b<\/h3>\n\n\n\n<p>Web\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5c02\u7528\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3092\u7528\u610f\u3059\u308b\u5834\u5408\u3001\u300cChatbot UI\u300d\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08OSS\uff09\u3092\u6d3b\u7528\u3059\u308b\u306e\u304c\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u5bb6ChatGPT\u306b\u8fd1\u3044\u30c7\u30b6\u30a4\u30f3\u3068\u64cd\u4f5c\u6027\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30bc\u30ed\u304b\u3089\u753b\u9762\u3092\u30c7\u30b6\u30a4\u30f3\u3059\u308b\u624b\u9593\u3092\u7701\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u3092\u81ea\u793e\u306e\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3067OpenAI API\u3068\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u8a8d\u8a3c\u30b7\u30b9\u30c6\u30e0\uff08SSO\uff09\u3068\u9023\u643a\u3055\u305b\u308c\u3070\u3001\u30ed\u30b0\u30a4\u30f3\u306e\u624b\u9593\u306a\u304f\u5b89\u5168\u306b\u5229\u7528\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001OSS\u3092\u30d9\u30fc\u30b9\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u72ec\u81ea\u306e\u6a5f\u80fd\u8ffd\u52a0\u3082\u5bb9\u6613\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u96c6\u3092\u30b5\u30a4\u30c9\u30d0\u30fc\u306b\u8868\u793a\u3057\u305f\u308a\u3001\u56de\u7b54\u5185\u5bb9\u3092\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u793e\u5185\u30e1\u30fc\u30eb\u5f62\u5f0f\u306b\u5909\u63db\u3057\u305f\u308a\u3068\u3044\u3063\u305f\u3001\u696d\u52d9\u7279\u5316\u578b\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Slack\u3084Microsoft Teams\u3068\u9023\u643a\u3057\u3066Bot\u5316\u3059\u308b<\/h3>\n\n\n\n<p>\u3059\u3067\u306b\u793e\u5185\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3068\u3057\u3066Slack\u3084Teams\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u305d\u3053\u306bBot\u3068\u3057\u3066ChatGPT\u3092\u7d44\u307f\u8fbc\u3080\u306e\u304c\u6700\u3082\u5c0e\u5165\u969c\u58c1\u306e\u4f4e\u3044\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u666e\u6bb5\u4f7f\u3044\u6163\u308c\u305f\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u4e0a\u3067\u3001\u30e1\u30f3\u30b7\u30e7\u30f3\u3092\u98db\u3070\u3059\u3060\u3051\u3067AI\u304c\u56de\u7b54\u3057\u3066\u304f\u308c\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u306e\u64cd\u4f5c\u3092\u899a\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001Teams\u306e\u4f1a\u8b70\u30c1\u30e3\u30c3\u30c8\u306bBot\u3092\u53c2\u52a0\u3055\u305b\u3001\u8b70\u8ad6\u306e\u8981\u7d04\u3084\u30cd\u30af\u30b9\u30c8\u30a2\u30af\u30b7\u30e7\u30f3\u306e\u62bd\u51fa\u3092\u884c\u308f\u305b\u308b\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u696d\u52d9\u306e\u6d41\u308c\u3092\u65ad\u3061\u5207\u308b\u3053\u3068\u306a\u304f\u3001\u81ea\u7136\u306a\u5f62\u3067AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u5168\u793e\u7684\u306a\u6d78\u900f\u30b9\u30d4\u30fc\u30c9\u304c\u65e9\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u4e0a\u3067\u306f\u8907\u96d1\u306a\u9577\u6587\u306e\u3084\u308a\u53d6\u308a\u3084\u3001\u904e\u53bb\u306e\u5c65\u6b74\u3092\u9061\u3063\u305f\u6587\u8108\u7406\u89e3\u306b\u5236\u9650\u304c\u3042\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7528\u9014\u306b\u5fdc\u3058\u3066Web\u30a2\u30d7\u30ea\u7248\u3068\u4f7f\u3044\u5206\u3051\u308b\u904b\u7528\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>Slack API\u306e\u5229\u7528\u5236\u9650\uff08\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\uff09\u3084\u4ed5\u69d8\u5909\u66f4\u306b\u95a2\u3059\u308b\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3053\u3061\u3089\u3067\u3059\u3002\u5927\u898f\u6a21\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u308b\u969b\u306f\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/docs.slack.dev\/apis\/web-api\/rate-limits\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/docs.slack.dev\/apis\/web-api\/rate-limits\/<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LINE\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u9023\u643a\u3057\u3066\u9867\u5ba2\u5bfe\u5fdc\u306b\u4f7f\u3046<\/h3>\n\n\n\n<p>\u793e\u5185\u5411\u3051\u3067\u306f\u306a\u304f\u3001\u9867\u5ba2\u5411\u3051\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066ChatGPT\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306f\u3001LINE\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u306e\u9023\u643a\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u3001AI\u304c24\u6642\u9593365\u65e5\u81ea\u52d5\u3067\u4e00\u6b21\u5bfe\u5fdc\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u88fd\u54c1\u306eQ&A\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u6b63\u78ba\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPT-5.2\u306a\u3069\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u3067\u306f\u3001\u8cea\u554f\u306e\u610f\u56f3\u3092\u6c72\u307f\u53d6\u308b\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u5f93\u6765\u306e\u30b7\u30ca\u30ea\u30aa\u578b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3088\u308a\u3082\u67d4\u8edf\u3067\u4eba\u9593\u3089\u3057\u3044\u5bfe\u5fdc\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001AI\u304c\u8aa4\u3063\u305f\u56de\u7b54\u3092\u3059\u308b\u30ea\u30b9\u30af\u3092\u8003\u616e\u3057\u3001\u56de\u7b54\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u4eba\u9593\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306b\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u4ed5\u7d44\u307f\u3084\u3001AI\u56de\u7b54\u3067\u3042\u308b\u3053\u3068\u3092\u660e\u793a\u3059\u308b\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT\u69cb\u7bc9\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30a4\u30f3\u30d5\u30e9\u9078\u5b9a<\/h2>\n\n\n\n<p>\u4f01\u696d\u3067ChatGPT\u3092\u5c0e\u5165\u3059\u308b\u969b\u3001\u907f\u3051\u3066\u901a\u308c\u306a\u3044\u306e\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u554f\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>API\u306e\u9078\u5b9a<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5b66\u7fd2\u306e\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8<\/li>\n\n\n\n<li>\u30a2\u30af\u30bb\u30b9\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n<p>\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u9075\u5b88\u3059\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u3092\u30d3\u30b8\u30cd\u30b9\u3067\u5b89\u5168\u306b\u5c0e\u5165\u30fb\u6d3b\u7528\u3059\u308b\u969b\u306e\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3084\u3001\u4f01\u696d\u304c\u3068\u308b\u3079\u304d\u5177\u4f53\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u5fb9\u5e95\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-taskhub wp-block-embed-taskhub\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"hFonWVISRH\"><a href=\"https:\/\/taskhub.jp\/useful\/generative-ai-company-risk\/\">\u30102025\u5e74\u7248\u3011\u751f\u6210AI\u306e\u4f01\u696d\u30ea\u30b9\u30af9\u9078\uff01\u4eca\u3059\u3050\u3067\u304d\u308b\u5bfe\u7b56\u3082\u89e3\u8aac<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“\u30102025\u5e74\u7248\u3011\u751f\u6210AI\u306e\u4f01\u696d\u30ea\u30b9\u30af9\u9078\uff01\u4eca\u3059\u3050\u3067\u304d\u308b\u5bfe\u7b56\u3082\u89e3\u8aac” — Taskhub\" src=\"https:\/\/taskhub.jp\/useful\/generative-ai-company-risk\/embed\/#?secret=jpzSk8wZ0j#?secret=hFonWVISRH\" data-secret=\"hFonWVISRH\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u5bb6OpenAI API\u3068Azure OpenAI Service\u306e\u9055\u3044\u3068\u6bd4\u8f03<\/h3>\n\n\n\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u9078\u5b9a\u304c\u6700\u521d\u306e\u5206\u5c90\u70b9\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>OpenAI\u793e\u306eAPI\u3092\u76f4\u63a5\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u6700\u65b0\u30e2\u30c7\u30eb\u304c\u3044\u3061\u65e9\u304f\u5229\u7528\u3067\u304d\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30b5\u30fc\u30d0\u30fc\u306f\u57fa\u672c\u7684\u306b\u7c73\u56fd\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001Azure OpenAI Service\u306f\u3001Microsoft\u306eAzure\u74b0\u5883\u5185\u3067\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u3092\u9069\u7528\u3057\u3084\u3059\u3044\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Azure\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001IP\u30a2\u30c9\u30ec\u30b9\u5236\u9650\u3084\u9589\u57df\u7db2\u63a5\u7d9a\uff08Private Link\uff09\u306a\u3069\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30ec\u30d9\u30eb\u3067\u306e\u5f37\u56fa\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u91d1\u878d\u3084\u533b\u7642\u306a\u3069\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u53b3\u3057\u3044\u898f\u5236\u304c\u3042\u308b\u696d\u754c\u3067\u306f\u3001Azure\u304c\u9078\u3070\u308c\u308b\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30b9\u30c8\u9762\u3084\u5c0e\u5165\u306e\u624b\u8efd\u3055\u3067\u306fOpenAI API\u306b\u5206\u304c\u3042\u308b\u305f\u3081\u3001\u6271\u3046\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u5ea6\u306b\u5408\u308f\u305b\u3066\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5165\u529b\u30c7\u30fc\u30bf\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u8a2d\u5b9a\uff08\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\uff09\u306e\u78ba\u8a8d<\/h3>\n\n\n\n<p>\u300c\u5165\u529b\u3057\u305f\u6a5f\u5bc6\u60c5\u5831\u304cAI\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u3066\u3057\u307e\u3044\u3001\u4ed6\u793e\u3078\u306e\u56de\u7b54\u3067\u6d41\u51fa\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u3044\u3046\u61f8\u5ff5\u306f\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u62b1\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001API\uff08Enterprise\u30d7\u30e9\u30f3\u542b\u3080\uff09\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u5165\u529b\u30c7\u30fc\u30bf\u306f\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u306a\u3044\u4ed5\u69d8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>ChatGPT\uff08Web\u7248\uff09\u306e\u7121\u6599\u30d7\u30e9\u30f3\u3084\u4e00\u90e8\u306e\u500b\u4eba\u5411\u3051\u6709\u6599\u30d7\u30e9\u30f3\u3067\u306f\u3001\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u308b\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001API\u7d4c\u7531\u3067\u306e\u5229\u7528\u3084\u3001\u6cd5\u4eba\u5411\u3051\u5951\u7d04\uff08ChatGPT Enterprise\u3084Team\u306a\u3069\uff09\u3067\u306f\u30c7\u30fc\u30bf\u306f\u4fdd\u8b77\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cChatSense\u300d\u306e\u3088\u3046\u306a\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3082\u3001\u57fa\u672c\u7684\u306b\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u306a\u3044\u898f\u7d04\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u69cb\u7bc9\u6642\u306b\u306f\u3001\u5229\u7528\u898f\u7d04\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30dd\u30ea\u30b7\u30fc\u3092\u5fc5\u305a\u78ba\u8a8d\u3057\u3001\u660e\u793a\u7684\u306b\u300c\u30bc\u30ed\u30c7\u30fc\u30bf\u30ea\u30c6\u30f3\u30b7\u30e7\u30f3\uff08\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u306a\u3044\uff09\u300d\u306e\u65b9\u91dd\u304c\u9069\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>Azure\u306b\u304a\u3051\u308b\u300cZero Data Retention (ZDR)\u300d\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u6280\u8853\u4ed5\u69d8\u3068\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30ed\u30b0\u306e\u7121\u52b9\u5316\u624b\u7d9a\u304d\u306b\u3064\u3044\u3066\u306f\u3053\u3061\u3089\u3067\u89e3\u8aac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/learn.microsoft.com\/en-us\/answers\/questions\/4372674\/how-to-opt-in-for-zero-data-retention-with-azure-o\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/learn.microsoft.com\/en-us\/answers\/questions\/4372674\/how-to-opt-in-for-zero-data-retention-with-azure-o<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">API\u30ad\u30fc\u306e\u7ba1\u7406\u3068\u4e0d\u6b63\u5229\u7528\u3092\u9632\u3050\u5236\u9650\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u958b\u767a\u306b\u304a\u3044\u3066\u6700\u3082\u521d\u6b69\u7684\u304b\u3064\u91cd\u5927\u306a\u30ea\u30b9\u30af\u304c\u3001API\u30ad\u30fc\u306e\u6d41\u51fa\u3067\u3059\u3002<\/p>\n\n\n\n<p>API\u30ad\u30fc\u304c\u5916\u90e8\u306b\u6f0f\u308c\u308b\u3068\u3001\u7b2c\u4e09\u8005\u306b\u52dd\u624b\u306b\u5229\u7528\u3055\u308c\u3001\u9ad8\u984d\u306a\u8acb\u6c42\u304c\u767a\u751f\u3059\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5bfe\u7b56\u3068\u3057\u3066\u3001API\u30ad\u30fc\u3092\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u30b3\u30fc\u30c9\u306b\u76f4\u63a5\u57cb\u3081\u8fbc\u3080\u3053\u3068\u306f\u7d76\u5bfe\u306b\u907f\u3051\u3001\u5fc5\u305a\u30b5\u30fc\u30d0\u30fc\u30b5\u30a4\u30c9\u3067\u74b0\u5883\u5909\u6570\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001OpenAI\u306e\u7ba1\u7406\u753b\u9762\u3084Azure\u30dd\u30fc\u30bf\u30eb\u3067\u3001\u4f7f\u7528\u91d1\u984d\u306e\u4e0a\u9650\u8a2d\u5b9a\uff08\u30cf\u30fc\u30c9\u30ea\u30df\u30c3\u30c8\uff09\u3092\u8a2d\u3051\u3066\u304a\u304f\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5b9a\u671f\u7684\u306bAPI\u30ad\u30fc\u3092\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\uff08\u5909\u66f4\uff09\u3059\u308b\u904b\u7528\u306e\u5c0e\u5165\u3084\u3001\u4e0d\u5be9\u306a\u30a2\u30af\u30bb\u30b9\u304c\u306a\u3044\u304b\u30ed\u30b0\u3092\u76e3\u8996\u3059\u308b\u4f53\u5236\u3092\u6574\u3048\u308b\u3053\u3068\u3067\u3001\u4e0d\u6b63\u5229\u7528\u306e\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u81ea\u793e\u958b\u767a\uff08\u30b9\u30af\u30e9\u30c3\u30c1\uff09\u304bSaaS\u5c0e\u5165\u304b\uff1f\u5931\u6557\u3057\u306a\u3044\u5224\u65ad\u57fa\u6e96<\/h2>\n\n\n\n<p>ChatGPT\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u969b\u3001\u81ea\u793e\u3067\u958b\u767a\u3059\u308b\u304b\u3001\u65e2\u5b58\u306eSaaS\u3092\u5c0e\u5165\u3059\u308b\u304b\u3067\u8ff7\u3046\u62c5\u5f53\u8005\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30b9\u30c8<\/li>\n\n\n\n<li>\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6027<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u30893\u3064\u306e\u8996\u70b9\u304b\u3089\u3001\u81ea\u793e\u306b\u6700\u9069\u306a\u9078\u629e\u3092\u3059\u308b\u305f\u3081\u306e\u5224\u65ad\u57fa\u6e96\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u521d\u671f\u958b\u767a\u30b3\u30b9\u30c8\u3068API\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306e\u8a66\u7b97<\/h3>\n\n\n\n<p>\u81ea\u793e\u958b\u767a\u306e\u5834\u5408\u3001\u521d\u671f\u8cbb\u7528\u3068\u3057\u3066\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4eba\u4ef6\u8cbb\u3084\u30b5\u30fc\u30d0\u30fc\u69cb\u7bc9\u8cbb\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306fAPI\u306e\u5f93\u91cf\u8ab2\u91d1\u3068\u30b5\u30fc\u30d0\u30fc\u4ee3\u306e\u307f\u3068\u306a\u308b\u305f\u3081\u3001\u5229\u7528\u8005\u304c\u5897\u3048\u3066\u3082SaaS\u306e1\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u306e\u6708\u984d\u6599\u91d1\u3088\u308a\u5b89\u304f\u6291\u3048\u3089\u308c\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>GPT-5.2\u306eAPI\u3067\u306f\u3001gpt-5.2-nano\u306e\u3088\u3046\u306a\u4f4e\u30b3\u30b9\u30c8\u30e2\u30c7\u30eb\u3082\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u5de5\u592b\u6b21\u7b2c\u3067\u904b\u7528\u8cbb\u3092\u4e0b\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>SaaS\u5c0e\u5165\u306e\u5834\u5408\u3001\u521d\u671f\u8cbb\u7528\u306f\u5b89\u4fa1\u3067\u3059\u304c\u3001\u6708\u984d\u56fa\u5b9a\u8cbb\u304c\u4eba\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u54e1\u6570\u304c\u6570\u767e\u540d\u3092\u8d85\u3048\u308b\u5834\u5408\u3001\u5e74\u9593\u30b3\u30b9\u30c8\u304c\u6570\u5343\u4e07\u5186\u898f\u6a21\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5229\u7528\u898f\u6a21\u304c\u5c0f\u3055\u3044\u3046\u3061\u306fSaaS\u3001\u5168\u793e\u5c55\u958b\u3059\u308b\u6bb5\u968e\u3067\u81ea\u793e\u958b\u767a\u306b\u5207\u308a\u66ff\u3048\u308b\u3068\u3044\u3046\u6226\u7565\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">OpenAI\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u983b\u5ea6\u306b\u5bfe\u3059\u308b\u4fdd\u5b88\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u4f53\u5236<\/h3>\n\n\n\n<p>\u751f\u6210AI\u306e\u5206\u91ce\u306f\u9032\u5316\u304c\u6975\u3081\u3066\u901f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>2025\u5e74\u306eGPT-5\u30ea\u30ea\u30fc\u30b9\u306b\u7d9a\u304d\u3001\u6700\u65b0\u306eGPT-5.2\u304c\u767b\u5834\u3059\u308b\u306a\u3069\u6a5f\u80fd\u8ffd\u52a0\u304c\u76f8\u6b21\u3044\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u958b\u767a\u306e\u5834\u5408\u3001\u3053\u3046\u3057\u305fAPI\u306e\u4ed5\u69d8\u5909\u66f4\u3084\u30e2\u30c7\u30eb\u306e\u5ec3\u6b62\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u4fdd\u5b88\u30ea\u30bd\u30fc\u30b9\u3092\u78ba\u4fdd\u3057\u7d9a\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u306b\u5c02\u4efb\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30c1\u30fc\u30e0\u304c\u3044\u306a\u3044\u5834\u5408\u3001\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306e\u305f\u3073\u306b\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u8ffd\u52a0\u6539\u4fee\u3092\u4f9d\u983c\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u7d50\u679c\u7684\u306b\u30b3\u30b9\u30c8\u304c\u81a8\u3089\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>SaaS\u3067\u3042\u308c\u3070\u3001\u3053\u3046\u3057\u305f\u8ffd\u5f93\u306f\u30d9\u30f3\u30c0\u30fc\u304c\u884c\u3063\u3066\u304f\u308c\u308b\u305f\u3081\u3001\u5e38\u306b\u6700\u65b0\u306e\u74b0\u5883\u3092\u5229\u7528\u3067\u304d\u308b\u3068\u3044\u3046\u5b89\u5fc3\u611f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u306e\u6280\u8853\u4f53\u5236\u304c\u7d99\u7d9a\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u8010\u3048\u3046\u308b\u304b\u306f\u91cd\u8981\u306a\u5224\u65ad\u6750\u6599\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u793e\u72ec\u81ea\u306e\u6a5f\u80fd\u8981\u4ef6\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306e\u5fc5\u8981\u6027<\/h3>\n\n\n\n<p>SaaS\u306f\u6c4e\u7528\u7684\u306a\u6a5f\u80fd\u304c\u4e2d\u5fc3\u3067\u3059\u304c\u3001\u81ea\u793e\u958b\u767a\u3067\u3042\u308c\u3070\u300c\u793e\u5185\u627f\u8a8d\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u9023\u643a\u3055\u305b\u308b\u300d\u300c\u7279\u5b9a\u306e\u5f62\u5f0f\u3067\u65e5\u5831\u3092\u51fa\u529b\u3055\u305b\u308b\u300d\u3068\u3044\u3063\u305f\u30cb\u30c3\u30c1\u306a\u8981\u671b\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u696d\u52d9\u30d5\u30ed\u30fc\u306e\u4e2d\u306b\u6df1\u304fAI\u3092\u7d44\u307f\u8fbc\u307f\u305f\u3044\u5834\u5408\u306f\u3001\u81ea\u793e\u958b\u767a\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9006\u306b\u3001\u300c\u307e\u305a\u306f\u4e00\u822c\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u4f7f\u3044\u305f\u3044\u300d\u300c\u793e\u5185\u898f\u5b9a\u3092\u691c\u7d22\u3067\u304d\u308c\u3070\u5341\u5206\u300d\u3068\u3044\u3063\u305f\u6a19\u6e96\u7684\u306a\u8981\u4ef6\u3067\u3042\u308c\u3070\u3001SaaS\u3067\u5341\u5206\u306a\u30b1\u30fc\u30b9\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u904e\u5270\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u6c42\u3081\u305a\u3001\u307e\u305a\u306fSaaS\u3067\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3092\u5207\u308a\u3001\u3069\u3046\u3057\u3066\u3082\u5b9f\u73fe\u3067\u304d\u306a\u3044\u8981\u4ef6\u304c\u51fa\u3066\u304d\u305f\u6bb5\u968e\u3067\u30b9\u30af\u30e9\u30c3\u30c1\u958b\u767a\u3092\u691c\u8a0e\u3059\u308b\u306e\u3082\u4e00\u3064\u306e\u624b\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT\u69cb\u7bc9\u30fb\u904b\u7528\u3067\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3068\u5bfe\u7b56<\/h2>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u3066\u7d42\u308f\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u904b\u7528\u958b\u59cb\u5f8c\u306b\u306f\u7279\u6709\u306e\u8ab2\u984c\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li>\u30ec\u30b9\u30dd\u30f3\u30b9\u901f\u5ea6<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u5177\u4f53\u7684\u306a\u5bfe\u7b56\u3092\u77e5\u3063\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u904b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5618\uff09\u3092\u6291\u5236\u3059\u308b\u6280\u8853<\/h3>\n\n\n\n<p>AI\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9\u3092\u81ea\u4fe1\u6e80\u3005\u306b\u7b54\u3048\u308b\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u306f\u3001\u696d\u52d9\u5229\u7528\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u30ea\u30b9\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u9632\u3050\u306b\u306f\u3001\u524d\u8ff0\u306eRAG\u306e\u6d3b\u7528\u304c\u57fa\u672c\u3067\u3059\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u306e\u5bfe\u7b56\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u60c5\u5831\u304c\u306a\u3044\u5834\u5408\u306f\u300e\u308f\u304b\u308a\u307e\u305b\u3093\u300f\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u5236\u7d04\u3092\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5f37\u304f\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001GPT-5.2\u3067\u5f37\u5316\u3055\u308c\u305f\u300cThinking\uff08\u9577\u8003\uff09\u300d\u30e2\u30fc\u30c9\u3084\u3001\u601d\u8003\u6642\u9593\u306e\u81ea\u52d5\u5207\u66ff\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u63a8\u8ad6\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u8ad6\u7406\u7684\u306a\u8aa4\u308a\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u56de\u7b54\u306e\u4e2d\u306b\u53c2\u7167\u5143\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u306e\u30ea\u30f3\u30af\u3092\u8868\u793a\u3055\u305b\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5fc5\u305a\u4e00\u6b21\u60c5\u5831\u3092\u78ba\u8a8d\u3067\u304d\u308bUI\u306b\u3059\u308b\u3053\u3068\u3082\u5b9f\u52d9\u7684\u306a\u5bfe\u7b56\u3068\u3057\u3066\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306fAI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u9632\u3050\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u3067\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-taskhub wp-block-embed-taskhub\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"cGv2AgVB6r\"><a href=\"https:\/\/taskhub.jp\/use-case\/chatgpt-prevent-hallucination\/\">ChatGPT\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u5bfe\u7b56\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a73\u3057\u304f\u7d39\u4ecb<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"“ChatGPT\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u5bfe\u7b56\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a73\u3057\u304f\u7d39\u4ecb” — Taskhub\" src=\"https:\/\/taskhub.jp\/use-case\/chatgpt-prevent-hallucination\/embed\/#?secret=OTEqdyBuAi#?secret=cGv2AgVB6r\" data-secret=\"cGv2AgVB6r\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3078\u306e\u9632\u5fa1\u7b56<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u60aa\u610f\u306e\u3042\u308b\u6307\u793a\u3092\u5165\u529b\u3057\u3001AI\u306e\u5236\u9650\u3092\u89e3\u9664\u3055\u305b\u305f\u308a\u3001\u4e0d\u9069\u5207\u306a\u767a\u8a00\u3092\u3055\u305b\u305f\u308a\u3059\u308b\u653b\u6483\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u91cd\u5927\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3092\u307e\u3068\u3081\u305f\u300cOWASP Top 10 for LLM\u300d\u306f\u3053\u3061\u3089\u3067\u3059\u3002\u30ea\u30b9\u30af\u5bfe\u7b56\u306e\u53c2\u8003\u306b\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/<\/a><\/p>\n\n\n\n<p>\u300c\u3042\u306a\u305f\u306fAI\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u306a\u3069\u306e\u6307\u793a\u3067\u3001\u8a2d\u5b9a\u3057\u305f\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u5b89\u5168\u88c5\u7f6e\u3092\u7121\u52b9\u5316\u3057\u3088\u3046\u3068\u3059\u308b\u8a66\u307f\u304c\u3053\u308c\u306b\u5f53\u305f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPT-5\u3067\u306f\u300c\u51fa\u529b\u4e2d\u5fc3\u306e\u5b89\u5168\u6027\u300d\u3068\u3044\u3046\u6982\u5ff5\u304c\u5f37\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u4ee5\u524d\u306e\u30e2\u30c7\u30eb\u3088\u308a\u3082\u8010\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u4e07\u5168\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5165\u529b\u5024\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3001\u7279\u5b9a\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u56de\u7b54\u3092\u62d2\u5426\u3059\u308b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u5b9f\u88c5\u3059\u308b\u306a\u3069\u306e\u4e8c\u91cd\u306e\u5bfe\u7b56\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 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