{"id":7321,"date":"2025-02-12T13:28:36","date_gmt":"2025-02-12T04:28:36","guid":{"rendered":"https:\/\/www.asteria.com\/jp\/inlive\/?p=7321"},"modified":"2025-02-12T13:29:12","modified_gmt":"2025-02-12T04:29:12","slug":"post-7321","status":"publish","type":"post","link":"https:\/\/www.asteria.com\/jp\/inlive\/social\/7321\/","title":{"rendered":"\u30de\u30f3\u30ac\u3067\u308f\u304b\u308b\u751f\u6210AI\u3010\u7b2c11\u8a71\u3011\u81ea\u793e\u7528\u30c1\u30e3\u30c3\u30c8\u3092\u4f5c\u308a\u305f\u3044\uff01\uff08\u524d\u7de8\uff09"},"content":{"rendered":"<br>\r\n\r\n<p>\r\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_002.jpg\" alt=\"\" width=\"860\" height=\"1214\" class=\"alignleft size-full wp-image-7323\" srcset=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_002.jpg 860w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_002-213x300.jpg 213w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_002-725x1024.jpg 725w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_002-768x1084.jpg 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/>\r\n<\/p>\r\n\r\n<p>\r\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_003.jpg\" alt=\"\" width=\"860\" height=\"1214\" class=\"alignleft size-full wp-image-7324\" srcset=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_003.jpg 860w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_003-213x300.jpg 213w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_003-725x1024.jpg 725w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_003-768x1084.jpg 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/>\r\n<\/p>\r\n\r\n<p>\r\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_004.jpg\" alt=\"\" width=\"860\" height=\"1214\" class=\"alignleft size-full wp-image-7325\" srcset=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_004.jpg 860w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_004-213x300.jpg 213w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_004-725x1024.jpg 725w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_004-768x1084.jpg 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/>\r\n<\/p>\r\n\r\n<p>\r\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_005.jpg\" alt=\"\" width=\"860\" height=\"1214\" class=\"alignleft size-full wp-image-7326\" srcset=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_005.jpg 860w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_005-213x300.jpg 213w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_005-725x1024.jpg 725w, https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2025\/02\/AI11_005-768x1084.jpg 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/>\r\n<\/p>\r\n\r\n\r\n<p>\uff08\u4f01\u753b\u30fb\u539f\u4f5c\uff1a<a href=\"https:\/\/twitter.com\/dekiruco\" rel=\"noopener\" target=\"_blank\">\u68ee\u4e00\u5f25<\/a>\u3000\u4f5c\u753b\uff1a<a href=\"https:\/\/twitter.com\/sakura_isami\" rel=\"noopener\" target=\"_blank\">\u4f50\u5009\u30a4\u30b5\u30df<\/a>\uff09\r\n<\/p>\r\n<p>\u30de\u30f3\u30ac\u3067\u5206\u304b\u308b\u751f\u6210AI\u3010\u7b2c12\u8a71\u3011\u306b\u7d9a\u304f\u30fb\u30fb\u30fb \u524d\u56de\u3010\u7b2c10\u8a71\u3011\u306f<a href=\"https:\/\/www.asteria.com\/jp\/inlive\/social\/7191\/\" rel=\"noopener\" target=\"_blank\">\u3053\u3061\u3089<\/a><\/p>\r\n\r\n\r\n<h2>\r\n\u30ad\u30fc\u30ef\u30fc\u30c9\u89e3\u8aac\r\n<\/h2>\r\n\r\n<p><small>\r\n\u6f2b\u753b\u306e\u539f\u4f5c\u8005\u3067\u3042\u308b\u3001\u30a2\u30b9\u30c6\u30ea\u30a2\u682a\u5f0f\u4f1a\u793e \u30ce\u30fc\u30b3\u30fc\u30c9\u5909\u9769\u63a8\u9032\u5ba4 \u30a8\u30d0\u30f3\u30b8\u30a7\u30ea\u30b9\u30c8\u306e\u68ee\u304c\u3001\u4eca\u56de\u306e\u304a\u8a71\u306e\u6982\u8981\u3084\u4f1a\u8a71\u306b\u767b\u5834\u3057\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u89e3\u8aac\u3057\u307e\u3059\uff01<\/small><\/p>\r\n\r\n<p>\r\n<strong>RAG\uff08\u30e9\u30b0\uff09\r\n<br><\/strong>\r\nRetrieval-augmented generation \u306e\u7565\u3002<br>\r\n\u65e5\u672c\u3067\u306f\u300c\u691c\u7d22\u62e1\u5f35\u751f\u6210\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u304c\u3001\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u7565\u79f0\u306eRAG\u3068\u547c\u3070\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u5b66\u7fd2\u5185\u5bb9\u306b\u542b\u307e\u308c\u306a\u3044\u60c5\u5831\u3092\u5225\u9014\u691c\u7d22\u3057\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u624b\u6cd5\u306e\u3053\u3068\u3092\u8a00\u3046\u306e\u3067\u3001\u5e83\u3044\u610f\u5473\u3060\u3068\u300cWeb\u691c\u7d22\u300d\u306e\u6a5f\u80fd\u3092ON\u306b\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3082RAG\u306e\u4e00\u7a2e\u3068\u8a00\u3048\u308b\u3002\u4f55\u3089\u304b\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u643a\u308f\u3063\u3066\u3044\u308b\u65b9\u3067\u3042\u308c\u3070\u3001VectorStore\u3092\u5229\u7528\u3057\u305f\u4ed5\u7d44\u307f\u3084\u6982\u5ff5\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u3053\u3068\u3092\u6307\u3057\u3066\u3044\u308b\u4e8b\u304c\u591a\u3044\u3002\r\n<\/p>\r\n\r\n<p>\r\n<strong>VectorStore\r\n<br><\/strong>\r\n\u4e3b\u306b\u6587\u7ae0\u3092\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u5316\u3057\u305f\u3082\u306e\u3092\u683c\u7d0d\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e00\u7a2e\u3002\u69d8\u3005\u306a\u88fd\u54c1\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u308a\u3001\u4e00\u822c\u7684\u306aRDB\u304b\u3089\u306e\u62e1\u5f35\u3092\u884c\u3063\u305f\u88fd\u54c1\u306a\u3069\u3082\u3042\u308b\u3002\u63d0\u4f9b\u5f62\u614b\u3082\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3068\u3082\u306b\u3042\u308a\u3001\u6709\u6599\u88fd\u54c1\u304b\u3089\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u307e\u3067\u69d8\u3005\u5b58\u5728\u3057\u3066\u3044\u308b\u3002\r\n<\/p>\r\n\r\n<p>\r\n<strong>\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\r\n<br><\/strong>\r\n\u751f\u6210AI\u306e\u5229\u7528\u8005\u304c\u5165\u529b\u3059\u308b\u300c\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u306b\u5bfe\u3057\u3066\u3001\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u5074\u304c\u3042\u3089\u304b\u3058\u3081\u4ed5\u8fbc\u3093\u3067\u3044\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3053\u3068\u3002\u5229\u7528\u7528\u9014\u3092\u9650\u5b9a\u3057\u305f\u308a\u3001\u5236\u9650\u3092\u304b\u3051\u305f\u308a\u3059\u308b\u3053\u3068\u306b\u3082\u4f7f\u308f\u308c\u308b\u3002\r\n<\/p>\r\n\r\n\r\n<h2>\r\n\u30c8\u30c8\u5148\u751f\u306e\u751f\u6210AI\u587e\r\n<\/h2>\r\n\r\n\r\n<dl class=\"clearfix\"><dt><img decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2024\/03\/toto_icon.png\" \/>\r\n<\/dt><dd>\u3044\u3064\u304b\u306f\u3059\u308b\u3093\u3058\u3083\u308d\u3046\u3068\u601d\u3063\u3066\u3044\u305fRAG\u306e\u8a71\u3092\u3057\u59cb\u3081\u305f\u306a\u3002\r\n<\/dd><\/dl>\r\n\r\n<dl class=\"clearfix\"><dt><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2018\/05\/talkun_normal.png\" alt=\"\" width=\"150\" height=\"150\" class=\"alignleft size-full wp-image-2121\" \/>\r\n<\/dt><dd>\u8a71\u306e\u4e2d\u3067\u8a00\u3063\u3066\u3044\u305f\u3088\u3046\u3058\u3083\u304c\u3001\u5c02\u7528\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3092\u7528\u610f\u305b\u305a\u5358\u306b\u30cd\u30c3\u30c8\u691c\u7d22\u3059\u308b\u3082\u306e\u3082RAG\u306b\u542b\u307e\u308c\u308b\u306e\u304b\uff1f\u3042\u307e\u308a\u305d\u3046\u3044\u3063\u305f\u8a00\u3044\u65b9\u3092\u3057\u3066\u3044\u308b\u3082\u306e\u306f\u5c11\u306a\u305d\u3046\u3058\u3083\u304c\u3002<\/dd><\/dl>\r\n\r\n<dl class=\"clearfix\"><dt><img decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2024\/03\/toto_icon.png\" \/>\r\n<\/dt><dd>\u305d\u3046\u3058\u3083\u306a\u3002\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3068\u3044\u3046\u65e5\u672c\u8a9e\u304b\u3089\u3082\u308f\u304b\u308b\u3088\u3046\u306b\u3001LLM\u306e\u5b66\u7fd2\u5185\u5bb9\u306b\u542b\u307e\u308c\u306a\u3044\u60c5\u5831\u3092\u3001\u3042\u3068\u304b\u3089\u691c\u7d22\u3057\u3066\u4ed8\u4e0e\u3057\u305f\u3046\u3048\u3067\u56de\u7b54\u3057\u3066\u3082\u3089\u3046\u65b9\u6cd5\u5168\u822c\u3092\u6307\u3059\u304b\u3089\u3001\u5e83\u3044\u610f\u5473\u3058\u3083\u3068\u6700\u8fd1\u306e\u30c1\u30e3\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u306b\u3082\u4ed8\u3044\u3066\u304a\u308b\u300cWeb\u691c\u7d22\u30aa\u30d7\u30b7\u30e7\u30f3\u300d\u3082RAG\u306e\u4e00\u7a2e\u3060\u3068\u8a00\u3048\u308b\u3002<br><Br>\r\n\r\n\u307e\u3041\u3001\u6b86\u3069\u306e\u5834\u5408\u3001RAG\u3068\u3044\u3048\u3070\u5c02\u7528\u306eVectorStore\u3092\u7528\u610f\u3059\u308b\u65b9\u6cd5\u306e\u3053\u3068\u3092\u6307\u3057\u3066\u304a\u308b\u304c\u306e\u3002\u305f\u3060\u3001\u5f93\u6765\u306e\u4f01\u696d\u5185\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306a\u3082\u306e\u3092\u3064\u306a\u3052\u308b\u4e8b\u3082\u3067\u304d\u308b\u3057\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u65b9\u5f0f\u306a\u3093\u3066\u3082\u306e\u3082\u51fa\u59cb\u3081\u3066\u304a\u308b\u3002\u5fc5\u305a\u3057\u3082VectorStore\u304c\u5fc5\u9808\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u304f\u306a\u3063\u3066\u304d\u3066\u304a\u308b\u306a\u3002\r\n<\/dd><\/dl>\r\n\r\n<dl class=\"clearfix\"><dt><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2018\/05\/talkun_normal.png\" alt=\"\" width=\"150\" height=\"150\" class=\"alignleft size-full wp-image-2121\" \/>\r\n<\/dt><dd>\u4f01\u696d\u5185\u306e\u5229\u7528\u306a\u3089\u3001\u5916\u90e8\u306b\u60c5\u5831\u3092\u51fa\u3057\u305f\u304f\u306a\u3044\u306a\u3093\u3066\u5834\u5408\u3082\u3042\u308b\u3058\u3083\u308d\u3046\uff1f<\/dd><\/dl>\r\n\r\n<dl class=\"clearfix\"><dt><img decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2024\/03\/toto_icon.png\" \/>\r\n<\/dt><dd>\u305d\u3046\u3058\u3083\u306a\u3002\u3084\u306f\u308a\u4f01\u696d\u306e\u91cd\u8981\u306a\u60c5\u5831\u3092\u3059\u3079\u3066\u5916\u90e8\u306b\u51fa\u3059\u3053\u3068\u306b\u62b5\u6297\u304c\u3042\u308b\u4f01\u696d\u306f\u591a\u3044\u3002RAG\u3068\u8a00\u3063\u3066\u3082\u591a\u304f\u306e\u5834\u5408\u306fLLM\u90e8\u5206\u306fChatGPT\u3084Google\u306a\u3069\u3092\u4f7f\u3046\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u4e00\u90e8\u5206\u306f\u51fa\u3066\u3044\u304f\u3053\u3068\u306b\u306f\u306a\u308b\u304c\u3001\u4e38\u3054\u3068\u51fa\u3066\u3044\u304f\u3053\u3068\u3092\u8003\u3048\u308c\u3070\u8a31\u5bb9\u3067\u304d\u308b\u7bc4\u56f2\u3068\u3044\u3046\u611f\u3058\u304b\u306e\u3002<br><br>\r\n\r\n\u305d\u3053\u306b\u3082\u61f8\u5ff5\u304c\u3042\u308c\u3070\u3001AWS\u3084Azure\u306a\u3069\u3067\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u304b\u306e\u3002\r\n<\/dd><\/dl>\r\n\r\n<dl class=\"clearfix\"><dt><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2018\/05\/talkun_normal.png\" alt=\"\" width=\"150\" height=\"150\" class=\"alignleft size-full wp-image-2121\" \/>\r\n<\/dt><dd>\u3059\u3079\u3066\u3092\u793e\u5185\u3067\u307e\u304b\u306a\u3046\u306e\u306f\u307e\u3060\u307e\u3060\u96e3\u3057\u3044\u306e\u304b\u306e\uff1f<\/dd><\/dl>\r\n\r\n\r\n<dl class=\"clearfix\"><dt><img decoding=\"async\" src=\"https:\/\/www.asteria.com\/jp\/inlive\/wp-content\/uploads\/2024\/03\/toto_icon.png\" 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