{"id":74639,"date":"2024-07-22T16:00:00","date_gmt":"2024-07-22T07:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/?p=74639"},"modified":"2024-08-02T18:43:05","modified_gmt":"2024-08-02T09:43:05","slug":"azure-ai-search%e3%81%a7rag%e3%81%97%e3%81%a6%e3%81%bf%e3%82%88%e3%81%86%ef%bc%81-%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%97%e3%83%ac%e3%82%a4%e3%82%b0%e3%83%a9%e3%82%a6%e3%83%b3%e3%83%89%e3%81%a8w","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/74639","title":{"rendered":"Azure AI Search\u3067RAG\u3057\u3066\u307f\u3088\u3046\uff01 \u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3068Web\u30a2\u30d7\u30ea\u7de8 #ai #rag #azure"},"content":{"rendered":"\n<p>\u672c\u7a3f\u3067\u306f <a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/ai-services\/ai-search\">Azure AI Search<\/a> \u3092\u4f7f\u3063\u305fRAG\u3092<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-studio\/quickstarts\/hear-speak-playground\">\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9<\/a>\u3067\u8a66\u3057\u3001\u3055\u3089\u306b<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/app-service\/web\">Web \u30a2\u30d7\u30ea<\/a>\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p><a href=\"https:\/\/openai.com\/chatgpt\/\">ChatGPT<\/a>\u306e\u3088\u3046\u306aLLM\u306b\u57fa\u3065\u3044\u305f\u751f\u6210AI\u306b\u3088\u308b\u8cea\u7591\u5fdc\u7b54\u3067\u306f\u3001LLM\u30e2\u30c7\u30eb\u304c\u77e5\u3089\u306a\u3044\u8cea\u554f\u306b\u3064\u3044\u3066\u4e0d\u6b63\u78ba\u306a\u60c5\u5831\u3092\u56de\u7b54\u3057\u3066\u3057\u307e\u3046\u3001\u3059\u306a\u308f\u3061\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u793e\u5185\u306e\u307f\u3067\u5171\u6709\u3055\u308c\u3066\u3044\u308b\u6587\u7ae0\u306b\u3064\u3044\u3066\u805e\u3044\u3066\u3082\u3001\u6b63\u3057\u3044\u7b54\u3048\u306f\u8fd4\u3063\u3066\u3053\u306a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001RAG (Retrieval-Augmented Generation; \u691c\u7d22\u62e1\u5f35\u751f\u6210)\u3068\u3044\u3046\u691c\u7d22\u6280\u8853\u3068\u751f\u6210AI\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u51fa\u756a\u3067\u3059\u3002\u5148\u306e\u4f8b\u3067\u8a00\u3048\u3070\u3001\u691c\u7d22\u3067\u5f97\u305f\u793e\u5185\u6587\u7ae0\u3092\u3082\u3068\u306b\u3001\u751f\u6210AI\u3067\u56de\u7b54\u3092\u4f5c\u6210\u3059\u308b\u306e\u3067\u3001\u6b63\u3057\u3044\u7b54\u3048\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u306b\u3064\u3044\u3066\u306f\u4ed6\u8a18\u4e8b\u3082\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"\/tech-blog\/68030\">\u3010RAG\u304c\u308f\u304b\u308b\u3011\u793e\u5185\u52c9\u5f37\u4f1a\u306e\u5185\u5bb9\u3092\u7279\u5225\u516c\u958b\uff01<\/a><\/li>\n\n\n\n<li><a href=\"\/tech-blog\/71848\">\u3010CL\u304f\u3093\u30d6\u30ed\u30b0\u3011Tokyo RAG user group Meetup \u3067\u5f0a\u793e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8b1b\u6f14\u3057\u307e\u3057\u305f\uff01<\/a><\/li>\n\n\n\n<li><a href=\"\/tech-blog\/71715\">\u3010\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3011\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5143\u306b\u56de\u7b54\u3057\u3066\u304f\u308c\u308bChatGPT\u3092\u4f5c\u308b\u306b\u306f\uff1f RAG\u30fbLLM\u6280\u8853\u3092\u5229\u7528\u3057\u3066\u4fa1\u5024\u3042\u308b\u4f01\u696d\u72ec\u81ea\u306eAI\u3092\u4f5c\u308b\u305f\u3081\u306e\u30c6\u30af\u30cb\u30c3\u30af<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u3055\u3066\u3001RAG\u306e\u809d\u3068\u306a\u308b\u691c\u7d22\u6280\u8853\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306f\u306a\u304b\u306a\u304b\u9aa8\u304c\u6298\u308c\u308b\u306e\u3067\u3001\u3053\u3053\u3067\u306fMicrosoft Azure\u304c\u63d0\u4f9b\u3059\u308b<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/ai-services\/ai-search\">Azure AI Search<\/a>\u3092\u5229\u7528\u3057\u307e\u3059\u3002Azure AI Search\u3067\u3042\u308c\u3070\u3001Azure\u5185\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u6bd4\u8f03\u7684\u7c21\u5358\u306bRAG\u74b0\u5883\u304c\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u7a3f\u3067\u306fAzure\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3068Web\u30a2\u30d7\u30ea\u3067RAG\u3092\u4f53\u9a13\u3057\u3066\u307f\u308b\u3068\u3053\u308d\u3092\u304b\u3044\u3064\u307e\u3093\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5185\u5bb9\u306f2024\u5e746\u6708\u73fe\u5728\u306e\u4ed5\u69d8\u3067\u3042\u308b\u3053\u3068\u306b\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002\u8a73\u3057\u3044\u624b\u9806\u3084\u4e0d\u660e\u70b9\u3001\u672c\u7a3f\u3068\u5b9f\u969b\u306e\u624b\u9806\u3068\u306e\u5dee\u7570\u306a\u3069\u306fMicrosoft Azure\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u691c\u7d22\u5bfe\u8c61\u306e\u6e96\u5099<\/h2>\n\n\n\n<p>Azure AI Search\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u691c\u7d22\u5bfe\u8c61\u3068\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u5358\u7d14\u306b<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/storage\/blobs\">Azure Blob Storage<\/a>\u306b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u7fa4\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u691c\u7d22\u5bfe\u8c61\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"533\" class=\"wp-image-74640\" style=\"width: 680px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-010.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-010.png 1361w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-010-360x282.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-010-1024x803.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-010-768x602.png 768w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><\/p>\n\n\n\n<p>\u4f8b\u3068\u3057\u3066\u793e\u5185\u6587\u66f8\u306e\u4ee3\u308f\u308a\u306b<a href=\"https:\/\/github.com\/docker\/docs\">Docker's Documentation<\/a>\u3092\u4f7f\u3044\u307e\u3059\u3002git clone\u3057\u3066\u30ed\u30fc\u30ab\u30ebPC\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u3082\u306e\u3092Azure Blob Storage\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u8a73\u3057\u3044\u7406\u7531\u306f\u5f8c\u8ff0\u3057\u307e\u3059\u304c\u3001\u691c\u7d22\u5bfe\u8c61\u306f\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u3066\u3057\u307e\u3046\u305f\u3081\u3001 <code>.md<\/code> \u3092\u3059\u3079\u3066 <code>.txt<\/code> \u306b\u30ea\u30cd\u30fc\u30e0\u3057\u3066\u304b\u3089\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"803\" height=\"377\" class=\"wp-image-74642\" style=\"width: 803px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-020.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-020.png 1607w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-020-360x169.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-020-1024x480.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-020-768x360.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-020-1536x721.png 1536w\" sizes=\"auto, (max-width: 803px) 100vw, 803px\" \/><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4<\/h2>\n\n\n\n<p>\u307e\u305a <a href=\"https:\/\/oai.azure.com\/\">Azure OpenAI Studio<\/a> \u3067\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f <a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/concepts\/models#gpt-4\">GPT-4<\/a> \u3068 <a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/concepts\/models#embeddings-models\">text-embedding-ada-002<\/a> \u306e2\u3064\u306e\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"481\" height=\"480\" class=\"wp-image-74643\" style=\"width: 481px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-030.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-030.png 962w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-030-360x360.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-030-768x766.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-030-230x230.png 230w\" sizes=\"auto, (max-width: 481px) 100vw, 481px\" \/><\/p>\n\n\n\n<p>GPT-4\u306f\u751f\u6210AI\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u300c1\u5206\u3042\u305f\u308a\u306e\u30c8\u30fc\u30af\u30f3\u30ec\u30fc\u30c8\u5236\u9650\u300d\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u306e10k\u304b\u3089\u500d\u306e20k\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u306e\u3061\u306e\u3061\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u306b\u5f15\u3063\u304b\u304b\u308b\u3088\u3046\u3067\u3042\u308c\u3070\u3001\u3053\u306e\u5024\u3092\u4e0a\u3052\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"474\" class=\"wp-image-74644\" style=\"width: 480px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-040.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-040.png 960w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-040-360x355.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-040-768x758.png 768w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/p>\n\n\n\n<p>text-embedding-ada-002\u306fRAG\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306ftext-embedding-3-large\u3078\u306e\u79fb\u884c\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u30012024\u5e746\u6708\u73fe\u5728\u3001text-embedding-ada-002\u306e\u307f\u304cRAG\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Azure AI Search\u306e\u4f5c\u6210<\/h2>\n\n\n\n<p><a href=\"https:\/\/portal.azure.com\/\">Azure Portal<\/a>\u304b\u3089Azure AI Search\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"362\" class=\"wp-image-74645\" style=\"width: 548px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-050.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-050.png 1096w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-050-360x237.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-050-1024x676.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-050-768x507.png 768w\" sizes=\"auto, (max-width: 548px) 100vw, 548px\" \/><\/p>\n\n\n\n<p>\u307e\u305a\u57fa\u672c\u30bf\u30d6\u3067\u3059\u3002\u4eca\u56de\u306f\u300c\u4fa1\u683c\u30ec\u30d9\u30eb\u300d\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u306eStandard\u304b\u3089Basic\u306b\u5909\u66f4\u3057\u307e\u3059\u3002\u300c\u4fa1\u683c\u30ec\u30d9\u30eb\u306e\u5909\u66f4\u300d\u3068\u3044\u3046\u30ea\u30f3\u30af\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u5909\u66f4\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3082\u8a73\u3057\u3044\u7406\u7531\u3092\u5f8c\u8ff0\u3057\u307e\u3059\u304c\u3001Free\u3067\u306f\u300c\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u300d\u304c\u5229\u7528\u4e0d\u53ef\u306e\u305f\u3081\u3001\u3053\u3053\u3067\u306f\u9078\u629e\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"803\" height=\"277\" class=\"wp-image-74646\" style=\"width: 803px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-060.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-060.png 1607w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-060-360x124.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-060-1024x353.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-060-768x265.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-060-1536x530.png 1536w\" sizes=\"auto, (max-width: 803px) 100vw, 803px\" \/><\/p>\n\n\n\n<p>\u30b9\u30b1\u30fc\u30eb\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30bf\u30b0\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u69cb\u3044\u307e\u305b\u3093\u3002\u305f\u3060\u3057\u3001\u30b9\u30b1\u30fc\u30eb\u306b\u304a\u3051\u308b\u5229\u7528\u6599\u91d1\u306f\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u8a2d\u5b9a\u3067\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9<\/h2>\n\n\n\n<p>\u518d\u3073 <a href=\"https:\/\/oai.azure.com\/\">Azure OpenAI Studio<\/a> \u3092\u958b\u304d\u3001\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u304b\u3089\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1029\" height=\"559\" class=\"wp-image-74647\" style=\"width: 1029px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070.png 2059w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070-360x195.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070-1024x556.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070-768x417.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070-1536x834.png 1536w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-070-2048x1112.png 2048w\" sizes=\"auto, (max-width: 1029px) 100vw, 1029px\" \/><\/p>\n\n\n\n<p>\u3053\u306e\u6642\u70b9\u3067\u65e2\u306b\u3001\u5148\u7a0b\u30c7\u30d7\u30ed\u30a4\u3057\u305fGPT-4\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"453\" class=\"wp-image-74648\" style=\"width: 347px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-080.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-080.png 695w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-080-276x360.png 276w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/><\/p>\n\n\n\n<p>\u300cRHEL\u3067\u306eDocker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u300d\u3092\u805e\u3044\u3066\u307f\u308b\u3068\u3001RHEL 8\u4ee5\u964d\u3067\u306fPodman\u3092\u4f7f\u3046\u3088\u3046\u306b\u3001RHEL 7\u3067\u306fextra\u30ec\u30dd\u30b8\u30c8\u30ea\u3092\u4f7f\u3046\u3088\u3046\u306b\u3001\u3068\u305d\u308c\u305e\u308c\u7b54\u3048\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002\u9593\u9055\u3063\u3066\u306f\u3044\u306a\u3044\u3067\u3059\u304c\u3001\u610f\u56f3\u3057\u305f\u7b54\u3048\u3068\u306f\u9055\u3044\u307e\u3059\u3002GPT-4\u30e2\u30c7\u30eb\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u306a\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u8ffd\u52a0<\/h3>\n\n\n\n<p>\u3067\u306f\u3001RAG\u3092\u69cb\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u60c5\u5831\u3092\u8ffd\u52a0\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u300c\u8a2d\u5b9a\u300d\u30da\u30a4\u30f3\u5185\u306e\u300c\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308b\u300d\u30bf\u30d6\u304b\u3089\u3001\u300c\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u8ffd\u52a0\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"260\" height=\"455\" class=\"wp-image-74649\" style=\"width: 260px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-090.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-090.png 520w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-090-206x360.png 206w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/><\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306f\u300cAzure Blob Storage\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u30022024\u5e746\u6708\u73fe\u5728 preview \u3068\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u6c17\u306b\u305b\u305a\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"742\" height=\"574\" class=\"wp-image-74650\" style=\"width: 742px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-100.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-100.png 1485w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-100-360x278.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-100-1024x792.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-100-768x594.png 768w\" sizes=\"auto, (max-width: 742px) 100vw, 742px\" \/><\/p>\n\n\n\n<p>\u300cAzure Blob\u30b9\u30c8\u30ec\u30fc\u30b8\u30ea\u30bd\u30fc\u30b9\u306e\u9078\u629e\u300d\u3068\u300c\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3067\u306f\u3001\u5148\u306b\u691c\u7d22\u5bfe\u8c61\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u5148\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u300cAzure AI Search\u30ea\u30bd\u30fc\u30b9\u3092\u9078\u629e\u3059\u308b\u300d\u3067\u306f\u3001\u5148\u306b\u4f5c\u6210\u3057\u305fAzure AI Search\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306b\u306f\u3001\u3053\u308c\u304b\u3089\u4f5c\u6210\u3059\u308b\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u540d\u524d\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u300cindex-oaiazurecom\u300d\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u30a4\u30f3\u30c7\u30af\u30b5\u30fc\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u300d\u3067\u306f\u3001\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u66f4\u65b0\u9593\u9694\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u300cDaily\u300d\u3092\u9078\u629e\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u983b\u5ea6\u306f\u3042\u3068\u3067\u7d30\u304b\u304f\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001Azure Blob\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3067\u306fMarkdown\u30d5\u30a1\u30a4\u30eb(<code>.md<\/code> \u30d5\u30a1\u30a4\u30eb)\u306f\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059(<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/search\/search-howto-indexing-azure-blob-storage#supported-document-formats\">\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u5f62\u5f0f<\/a>)\u3002\u305d\u306e\u305f\u3081\u3001\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3068\u5224\u65ad\u3055\u305b\u308b\u305f\u3081\u3001\u5148\u306e\u624b\u9806\u3067\u30d5\u30a1\u30a4\u30eb\u540d\u3092 <code>.md<\/code> \u304b\u3089 <code>.txt<\/code> \u306b\u5909\u66f4\u3057\u3066\u3044\u307e\u3057\u305f(<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/search\/search-howto-index-plaintext-blobs\">Azure AI Search \u3067\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8 BLOB \u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b<\/a>)\u30022024\u5e746\u6708\u73fe\u5728\u3001<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/concepts\/use-your-data?tabs=ai-search#search-types\">\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u7a2e\u985e<\/a>\u306e\u8a18\u8ff0\u3068\u7570\u306a\u3063\u3066\u3044\u305f\u305f\u3081\u3001\u3057\u3070\u3089\u304f\u60a9\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"743\" height=\"574\" class=\"wp-image-74651\" style=\"width: 743px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-110.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-110.png 1486w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-110-360x278.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-110-1024x791.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-110-768x593.png 768w\" sizes=\"auto, (max-width: 743px) 100vw, 743px\" \/><\/p>\n\n\n\n<p>\u305d\u3057\u3066\u300c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u3053\u306e\u691c\u7d22\u30ea\u30bd\u30fc\u30b9\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002\u300d\u306e\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3001\u300c\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u300d\u3067\u5148\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u305ftext-embedding-ada-002\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u30022024\u5e746\u6708\u73fe\u5728\u3001text-embedding-ada-002\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u3044\u306a\u3044\u3068\u3001\u3053\u306e\u7b87\u6240\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u305b\u3093(<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/concepts\/use-your-data?tabs=ai-search#search-types\">\u7a2e\u985e\u306e\u691c\u7d22<\/a>)\u3002\u3042\u3089\u304b\u3058\u3081text-embedding-ada-002\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u300c\u6b21\u3078\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"460\" height=\"124\" class=\"wp-image-74652\" style=\"width: 460px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-120.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-120.png 921w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-120-360x97.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-120-768x207.png 768w\" sizes=\"auto, (max-width: 460px) 100vw, 460px\" \/><\/p>\n\n\n\n<p>\u300c\u691c\u7d22\u306e\u7a2e\u985e\u300d\u306f\u300c\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9+\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002Azure AI Search\u306e\u4fa1\u683c\u30d7\u30e9\u30f3\u304cFree\u3060\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u304c\u4f7f\u3048\u306a\u3044\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044(<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/concepts\/use-your-data?tabs=ai-search#search-types\">\u7a2e\u985e\u306e\u691c\u7d22<\/a>)\u3002\u300c\u30b5\u30a4\u30ba\u306e\u9078\u629e\u300d\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e1024\u3068\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"743\" height=\"341\" class=\"wp-image-74653\" style=\"width: 743px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-130.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-130.png 1487w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-130-360x165.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-130-1024x470.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-130-768x353.png 768w\" sizes=\"auto, (max-width: 743px) 100vw, 743px\" \/><\/p>\n\n\n\n<p>\u300c\u30c7\u30fc\u30bf\u63a5\u7d9a\u300d\u306fAPI\u30ad\u30fc\u3068\u3057\u307e\u3059\u3002\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u554f\u984c\u306a\u3051\u308c\u3070\u3001\u300c\u4fdd\u5b58\u3057\u3066\u9589\u3058\u308b\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u8ffd\u52a0\u3092\u5b8c\u4e86\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1487\" height=\"418\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-140.png\" alt=\"\" class=\"wp-image-74654\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-140.png 1487w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-140-360x101.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-140-1024x288.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-140-768x216.png 768w\" sizes=\"auto, (max-width: 1487px) 100vw, 1487px\" \/><\/figure>\n\n\n\n<p>\u521d\u56de\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u304c\u884c\u308f\u308c\u308b\u307e\u3067\u3001\u3057\u3070\u3089\u304f\u5f85\u3061\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"260\" height=\"454\" class=\"wp-image-74655\" style=\"width: 260px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-150.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-150.png 520w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-150-206x360.png 206w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u8cea\u7591\u5fdc\u7b54\u306e\u65b9\u5411\u6027\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\uff08\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u8a2d\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002\u300c\u8a2d\u5b9a\u300d\u30da\u30a4\u30f3\u5185\u306e\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u30bf\u30d6\u3092\u958b\u304d\u307e\u3059\u3002\u300c\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u300d\u6b04\u306b\u306f\u6b21\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>You are an AI assistant that helps people find information.<\/p>\n<\/blockquote>\n\n\n\n<p>\u3053\u306e\u3059\u3050\u4e0a\u306b\u300c\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u7528\u3059\u308b\u300d\u3068\u3044\u3046\u30d7\u30eb\u30c0\u30a6\u30f3\u304c\u3042\u308a\u3001\u6709\u7528\u305d\u3046\u306a\u3082\u306e\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u304c\u3059\u3079\u3066\u82f1\u8a9e\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u300cXbox customer support agent\u300d\u3092\u62dd\u501f\u3057\u3066\u3001\u65e5\u672c\u8a9e\u306eDocker\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5909\u3048\u3066\u3057\u307e\u3044\u307e\u3057\u3087\u3046\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u3092\u524a\u9664\u3057\u3066\u3001\u6b21\u306e\u6307\u793a\u6587\u3068\u3057\u3066\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u3042\u306a\u305f\u306fDocker\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3042\u308a\u3001\u4e3b\u306a\u76ee\u7684\u306fDocker\u3067\u767a\u751f\u3057\u3066\u3044\u308b\u554f\u984c\u306b\u3064\u3044\u3066\u30e6\u30fc\u30b6\u30fc\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3042\u306a\u305f\u306f\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u3067\u7c21\u6f54\u3067\u3001\u65e5\u672c\u8a9e\u3067\u56de\u7b54\u3057\u307e\u3059\u3002\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u306e\u307f\u3092\u63d0\u4f9b\u3057\u3001Docker\u306b\u95a2\u4fc2\u306e\u306a\u3044\u56de\u7b54\u306f\u63d0\u4f9b\u3057\u307e\u305b\u3093\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u5165\u529b\u3067\u304d\u305f\u3089\u3001\u4e0a\u306b\u3042\u308b\u300c\u5909\u66f4\u3092\u9069\u7528\u3059\u308b\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"260\" height=\"447\" class=\"wp-image-74656\" style=\"width: 260px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-160.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-160.png 520w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-160-210x360.png 210w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u8a2d\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002\u300c\u69cb\u6210\u300d\u30da\u30a4\u30f3\u5185\u306e\u300c\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u300d\u30bf\u30d6\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u6700\u5927\u5fdc\u7b54\u300d\u306f\u56de\u7b54\u306e\u6700\u5927\u30c8\u30fc\u30af\u30f3\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30c8\u30fc\u30af\u30f3\u306e\u6570\u3048\u65b9\u306b\u3064\u3044\u3066\u306f\u5225\u8a18\u4e8b\u300c<a href=\"\/tech-blog\/71957\">ChatGPT\u3084Azure OpenAI Service\u306e\u8ab2\u91d1\u5358\u4f4d\u300c\u30c8\u30fc\u30af\u30f3\u300d\u3068\u306f\uff1f \u8a08\u7b97\u3057\u3066\u307f\u3088\u3046<\/a>\u300d\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u5024800\u306e\u500d\u306e1600\u3092\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u6e29\u5ea6\u300d(temperature)\u306f\u56de\u7b54\u306e\u30e9\u30f3\u30c0\u30e0\u6027\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002Docker\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3068\u3044\u3046\u5834\u9762\u3067\u5275\u9020\u7684\u306a\u5fdc\u7b54\u306f\u5fc5\u8981\u306a\u3044\u305f\u3081\u3001\u30e9\u30f3\u30c0\u30e0\u6027\u306e\u306a\u30440\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6e29\u5ea6\u3092\u5909\u66f4\u3057\u305f\u306e\u3067\u3001\u4e00\u65e6\u300c\u4e0a\u4f4d P\u300d(top_p)\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u306e\u307e\u307e\u5909\u66f4\u305b\u305a\u306b\u3057\u3066\u304a\u304d\u307e\u3059(<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/concepts\/advanced-prompt-engineering?pivots=programming-language-chat-completions#temperature-and-top_p-parameters\">\u6e29\u5ea6\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3068 Top_p \u30d1\u30e9\u30e1\u30fc\u30bf\u30fc<\/a>)\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"182\" height=\"445\" class=\"wp-image-74657\" style=\"width: 182px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-170.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-170.png 365w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-170-147x360.png 147w\" sizes=\"auto, (max-width: 182px) 100vw, 182px\" \/><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u306e\u8cea\u7591\u5fdc\u7b54<\/h2>\n\n\n\n<p>RAG\u304c\u69cb\u6210\u3067\u304d\u305f\u3068\u3053\u308d\u3067\u3001\u5148\u7a0b\u3068\u540c\u3058\u8cea\u554f\u3092\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"373\" height=\"446\" class=\"wp-image-74658\" style=\"width: 373px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-180.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-180.png 746w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-180-301x360.png 301w\" sizes=\"auto, (max-width: 373px) 100vw, 373px\" \/><\/p>\n\n\n\n<p>\u610f\u56f3\u3057\u305f\u901a\u308a\u3001Docker\u516c\u5f0f\u306eRHEL\u3078\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3092\u6848\u5185\u3057\u3066\u304f\u308c\u307e\u3057\u305f\uff01 \u3055\u3089\u306b\u3001\u6700\u5f8c\u306b\u300c\u53c2\u7167\u300d\u3068\u3044\u3046\u9805\u76ee\u304c\u4e26\u3093\u3067\u3044\u308b\u3053\u3068\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"373\" height=\"447\" class=\"wp-image-74659\" style=\"width: 373px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-190.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-190.png 746w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-190-301x360.png 301w\" sizes=\"auto, (max-width: 373px) 100vw, 373px\" \/><\/p>\n\n\n\n<p>\u3053\u3061\u3089\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001Azure Blob\u30b9\u30c8\u30ec\u30fc\u30b8\u304b\u3089\u691c\u7d22\u3057\u3066\u304d\u305f\u53c2\u8003\u6587\u7ae0\u304c\u8868\u793a\u3055\u308c\u307e\u3059\uff08\u30d6\u30e9\u30a6\u30b6\u306e\u6a2a\u5e45\u306e\u90fd\u5408\u3067\u3061\u3087\u3063\u3068\u53f3\u5074\u304c\u5207\u308c\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u30b9\u30af\u30ed\u30fc\u30eb\u3059\u308c\u3070\u5168\u6587\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff09\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"555\" height=\"446\" class=\"wp-image-74660\" style=\"width: 555px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-200.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-200.png 1111w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-200-360x289.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-200-1024x822.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-200-768x617.png 768w\" sizes=\"auto, (max-width: 555px) 100vw, 555px\" \/><\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u300c\u65e5\u672c\u8a9e\u3067\u56de\u7b54\u300d\u3059\u308b\u3053\u3068\u3092\u6307\u793a\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u53c2\u8003\u6587\u7ae0\u304c\u82f1\u8a9e\u3067\u3042\u3063\u3066\u3082\u3001\u8cea\u7591\u5fdc\u7b54\u3067\u306f\u65e5\u672c\u8a9e\u306b\u8a33\u3057\u3066\u8fd4\u3063\u3066\u304d\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u5358\u7d14\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3060\u3051\u3067\u306f\u82f1\u8a9e\u306e\u6587\u7ae0\u3092\u63a2\u3057\u3066\u304f\u308b\u307e\u3067\u3067\u3059\u304c\u3001\u751f\u6210AI\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u308b\u3053\u3068\u3067\u7ffb\u8a33\u307e\u3067\u884c\u3063\u3066\u304f\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u306e\u30c7\u30d7\u30ed\u30a4<\/h2>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u306f\u305d\u306e\u540d\u306e\u901a\u308a\u300c\u904a\u3073\u5834\u300d\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u8a2d\u5b9a\u30da\u30a4\u30f3\u304c\u898b\u3048\u3066\u3044\u307e\u3059\u3057\u3001\u4ed6\u306e\u4eba\u306b\u4f7f\u3063\u3066\u3082\u3089\u3046\u306e\u306f\u96e3\u3057\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u74b0\u5883\u306fWeb\u30a2\u30d7\u30ea\u3068\u3057\u3066\u5225\u9014\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u53f3\u4e0a\u306e\u300c\u914d\u7f6e\u5148\u300d\u30dc\u30bf\u30f3\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u3092\u62bc\u3057\u3001\u300c\u65b0\u3057\u3044Web\u30a2\u30d7\u30ea\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"555\" height=\"193\" class=\"wp-image-74661\" style=\"width: 555px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-210.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-210.png 1111w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-210-360x125.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-210-1024x356.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-210-768x267.png 768w\" sizes=\"auto, (max-width: 555px) 100vw, 555px\" \/><\/p>\n\n\n\n<p>Web\u30a2\u30d7\u30ea\u306e\u8a2d\u5b9a\u9805\u76ee\u3092\u5165\u529b\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u4fa1\u683c\u30d7\u30e9\u30f3\u306f\u3053\u3053\u3067\u306f Basic (B1) \u3092\u9078\u629e\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001CosmosDB \u3092\u4f7f\u7528\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u5c65\u6b74\u306f\u7121\u52b9\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3057\u5229\u7528\u3057\u305f\u3044\u5834\u5408\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300c<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/how-to\/use-web-app#chat-history\">\u30c1\u30e3\u30c3\u30c8\u5c65\u6b74<\/a>\u300d\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"405\" height=\"531\" class=\"wp-image-74662\" style=\"width: 405px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-220.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-220.png 810w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-220-275x360.png 275w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-220-782x1024.png 782w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-220-768x1006.png 768w\" sizes=\"auto, (max-width: 405px) 100vw, 405px\" \/><\/p>\n\n\n\n<p>\u300c\u30c7\u30d7\u30ed\u30a4\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068Web\u30a2\u30d7\u30ea\u306e\u30c7\u30d7\u30ed\u30a4\u304c\u59cb\u307e\u308a\u307e\u3059\u300210\u5206\u7a0b\u5ea6\u306e\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u3057\u3070\u3089\u304f\u5f85\u3061\u307e\u3059\u3002\u306a\u304a\u3001Web\u30a2\u30d7\u30ea\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f <a href=\"https:\/\/github.com\/microsoft\/sample-app-aoai-chatGPT\">Sample Chat App with AOAI<\/a> \u3067\u53c2\u7167\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u306e\u5229\u7528<\/h2>\n\n\n\n<p>Web\u30a2\u30d7\u30ea\u306e\u30c7\u30d7\u30ed\u30a4\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4f5c\u6210\u3057\u305f\u30a2\u30d7\u30ea\u540d\u306b\u57fa\u3065\u304fURL\u3092\u958b\u304d\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u306e\u306fAzure\u30c6\u30ca\u30f3\u30c8\u306e\u30e1\u30f3\u30d0\u30fc\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30ed\u30b0\u30a4\u30f3\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059(<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/ai-services\/openai\/how-to\/use-web-app#important-considerations\">\u91cd\u8981\u306a\u8003\u616e\u4e8b\u9805<\/a>)\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1010\" height=\"562\" class=\"wp-image-74663\" style=\"width: 1010px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-230.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-230.png 2020w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-230-360x200.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-230-1024x570.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-230-768x427.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-230-1536x855.png 1536w\" sizes=\"auto, (max-width: 1010px) 100vw, 1010px\" \/><\/p>\n\n\n\n<p>\u30a2\u30af\u30bb\u30b9\u3067\u304d\u305f\u3089\u3001\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u3082\u805e\u3044\u305f\u300cRHEL\u3067\u306eDocker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u300d\u3092\u8cea\u554f\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"765\" height=\"500\" class=\"wp-image-74664\" style=\"width: 765px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-240.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-240.png 1531w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-240-360x235.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-240-1024x670.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-240-768x502.png 768w\" sizes=\"auto, (max-width: 765px) 100vw, 765px\" \/><\/p>\n\n\n\n<p>\u6b63\u3057\u3044\u7b54\u3048\u304c\u8fd4\u3063\u3066\u304d\u307e\u3057\u305f\uff01 \u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3068\u540c\u3058\u304f\u3001\u53c2\u8003\u60c5\u5831\u3082\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"524\" class=\"wp-image-74665\" style=\"width: 992px;\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-250.png\" alt=\"\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-250.png 1984w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-250-360x190.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-250-1024x540.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-250-768x405.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2024\/07\/azure-ai-search-250-1536x811.png 1536w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/p>\n\n\n\n<p>\u306a\u304a\u3001\u3053\u306e\u8cea\u554f\u3067\u300cError Code: 400 Server responded with status 429. Rate limit is exceeded. Try again in 1 seconds.\u300d\u306e\u3088\u3046\u306a\u30a8\u30e9\u30fc\u304c\u8fd4\u3063\u3066\u304d\u305f\u5834\u5408\u3001GPT-4\u30e2\u30c7\u30eb\u306e\u300c1\u5206\u3042\u305f\u308a\u306e\u30c8\u30fc\u30af\u30f3\u30ec\u30fc\u30c8\u5236\u9650\u300d\u306b\u5f15\u3063\u304b\u304b\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5897\u3084\u3059\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/oai.azure.com\/\">Azure OpenAI Studio<\/a> \u3092\u958b\u304d\u3001\u7ba1\u7406\u2192\u30c7\u30d7\u30ed\u30a4\u304b\u3089\u300c\u30c7\u30d7\u30ed\u30a4\u306e\u7de8\u96c6\u300d\u3092\u9078\u3076\u3053\u3068\u3067\u5909\u66f4\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f8c\u59cb\u672b<\/h2>\n\n\n\n<p>\u8a66\u3057\u7d42\u308f\u3063\u305f\u3089\u3001\u4f7f\u7528\u3057\u305f\u30ea\u30bd\u30fc\u30b9\u306f\u524a\u9664\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002Azure OpenAI Service\u306f\u30c8\u30fc\u30af\u30f3\u5165\u51fa\u529b\u3076\u3093\u306e\u8ab2\u91d1\u3067\u3059\u304c\u3001Azure AI Search\u3001Azure Web Apps\u3001Azure Blob Storage\u306f\u6642\u9593\u8ab2\u91d1\u306a\u306e\u3067\u3001\u524a\u9664\u5fd8\u308c\u306b\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u672c\u7a3f\u3067\u306f <a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/ai-services\/ai-search\">Azure AI Search<\/a> \u3092\u4f7f\u3063\u305fRAG\u3092\u30c1\u30e3\u30c3\u30c8\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3068Web \u30a2\u30d7\u30ea\u3067\u4f53\u9a13\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5358\u306bGPT\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u3068\u4e0d\u6b63\u78ba\u306a\u5fdc\u7b54\u304c\u591a\u304f\u306a\u308b\u5834\u9762\u3067\u306f\u3001RAG\u3092\u4f7f\u3063\u3066\u8ffd\u52a0\u60c5\u5831\u3092\u53c2\u7167\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u78ba\u304b\u3089\u3057\u3044\u5fdc\u7b54\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u307e\u305fAzure AI 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