{"id":13113,"date":"2025-03-06T11:41:37","date_gmt":"2025-03-06T02:41:37","guid":{"rendered":"https:\/\/highreso.jp\/edgehub\/?p=13113"},"modified":"2025-03-06T11:41:39","modified_gmt":"2025-03-06T02:41:39","slug":"geminiapi","status":"publish","type":"post","link":"https:\/\/highreso.jp\/edgehub\/machinelearning\/geminiapi.html","title":{"rendered":"Gemini API\u306e\u6599\u91d1\u4f53\u7cfb\u3084\u30e2\u30c7\u30eb\u3001\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p><span class=\"swl-format-2\">Gemini API\u3068\u306f\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u300cGemini\u300d\u3092\u5916\u90e8\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306eAPI\u3067\u3059\u3002<\/span><\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Gemini API\u306e\u30e2\u30c7\u30eb\u3084\u6599\u91d1\u306b\u52a0\u3048\u3001API\u306e\u5177\u4f53\u7684\u306a\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Gemini API\u3068\u306f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/37_anime_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-12394\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/37_anime_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/37_anime_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p><span class=\"swl-format-2\">Gemini API\u3068\u306f\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u300cGemini\u300d\u3092\u5916\u90e8\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306eAPI\u3067\u3059\u3002<\/span><\/p>\n\n\n\n<p>Gemini\u81ea\u4f53\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u97f3\u58f0\u3001\u30b3\u30fc\u30c9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u60c5\u5831\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u3092\u57fa\u306b\u591a\u69d8\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3067\u304d\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aAI\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"4485\"><p><div class=\"p-adBox -ranking -border-on\" data-id=\"4540\" data-ad=\"ranking\"><div class=\"p-adBox__title -rank1\">50\uff05\u5b89\u3044\u696d\u754c\u6700\u5b89\u7d1aGPU\u30af\u30e9\u30a6\u30c9\u300cGPUSOROBAN\u300d<\/div><div class=\"p-adBox__body\"><div class=\"p-adBox__img\"><div class=\"centerw250\"><a href=\"https:\/\/soroban.highreso.jp\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=highend-boxtop&adid=edgehub\" rel=\"nofollow\" referrerpolicy=\"no-referrer-when-downgrade\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/gpusorobanlllm_banner.jpg\" alt=\"GPUSOROBAN\"><\/a><\/div><\/div><div class=\"p-adBox__details\"><div class=\"p-adBox__star c-reviewStars\"><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><i class=\"icon-star-full\"><\/i><\/div><div class=\"p-adBox__price u-thin u-fz-s\">GPU\u306e\u30b3\u30b9\u30c8\u3067\u304a\u60a9\u307f\u306e\u65b9\u306b\uff01<\/div><div class=\"p-adBox__desc\">AWS\u3068\u6bd4\u3079\u306650%\u4ee5\u4e0a\u5b89\u3044\u6599\u91d1\u3067\u3001\u9ad8\u901fGPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\r\n\u9762\u5012\u306a\u8a2d\u5b9a\u306f\u4e0d\u8981\u3001\u308f\u305a\u304b3\u5206\u3067\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7acb\u3061\u4e0a\u3052\u304c\u53ef\u80fd\u3067\u3059\u3002\r\n\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u6700\u9069\u306aGPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/div><\/div><\/div><div class=\"p-adBox__btns\"><a href=\"https:\/\/soroban.highreso.jp\/compute\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=boxtop&adid=edgehub\" class=\"p-adBox__btn -btn1\" target=\"_blank\" rel=\"noopener nofollow\">\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u898b\u308b<\/a><a href=\"https:\/\/soroban.highreso.jp\/download\/compute-catalog\/?utm_medium=edgehub&utm_source=edgehub&utm_campaign=boxtop&adid=edgehub\" class=\"p-adBox__btn -btn2\" target=\"_blank\" rel=\"noopener nofollow\">\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/div><\/div><\/p>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Gemini\u306e\u30e2\u30c7\u30eb<\/h2>\n\n\n\n<p><span class=\"swl-format-2\">Gemini API \u306f\u3001\u7279\u5b9a\u306e\u7528\u9014\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u3055\u307e\u3056\u307e\u306a\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<p>API\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308bGemini\u306e\u30e2\u30c7\u30eb\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30e2\u30c7\u30eb<\/th><th>\u30e2\u30c7\u30eb \u30b3\u30fc\u30c9<\/th><th>\u5165\u529b<\/th><th>\u51fa\u529b<\/th><th>\u6700\u9069\u306a\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td>Gemini 1.5 Flash<\/td><td>gemini-1.5-flash<\/td><td>\u97f3\u58f0\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u30c6\u30ad\u30b9\u30c8<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u9ad8\u901f\u304b\u3064\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe<\/td><\/tr><tr><td>Gemini 1.5 Pro<\/td><td>gemini-1.5-pro<\/td><td>\u97f3\u58f0\u3001\u753b\u50cf\u3001\u52d5\u753b\u3001\u30c6\u30ad\u30b9\u30c8<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u8907\u96d1\u306a\u63a8\u8ad6\u30bf\u30b9\u30af\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3001\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3001\u554f\u984c\u89e3\u6c7a\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3068\u751f\u6210<\/td><\/tr><tr><td>Gemini 1.0 Pro<\/td><td>gemini-1.0-pro<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u81ea\u7136\u8a00\u8a9e\u30bf\u30b9\u30af\u3001\u30de\u30eb\u30c1\u30bf\u30fc\u30f3 \u30c6\u30ad\u30b9\u30c8\u3068\u30b3\u30fc\u30c9\u30c1\u30e3\u30c3\u30c8\u3001\u30b3\u30fc\u30c9\u751f\u6210<\/td><\/tr><tr><td>\u30c6\u30ad\u30b9\u30c8 \u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0<\/td><td>text-embedding-004<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u30c6\u30ad\u30b9\u30c8 \u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0<\/td><td>\u30c6\u30ad\u30b9\u30c8\u6587\u5b57\u5217\u306e\u95a2\u9023\u6027\u306e\u6e2c\u5b9a<\/td><\/tr><tr><td>AQA<\/td><td>aqa<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u30c6\u30ad\u30b9\u30c8<\/td><td>\u8cea\u554f\u306b\u5bfe\u3057\u3066\u30bd\u30fc\u30b9\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u63d0\u4f9b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Gemini\u306e\u6599\u91d1\u4f53\u7cfb<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/23_midashi_0921.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-11859\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/23_midashi_0921.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/23_midashi_0921-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p><span class=\"swl-format-2\">Gemini API\u306b\u306f\u7121\u6599\u67a0\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u4e00\u5b9a\u306e\u5229\u7528\u91cf\u307e\u3067\u8ffd\u52a0\u6599\u91d1\u306a\u3057\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n\n\n\n<p>\u7121\u6599\u67a0\u3092\u8d85\u3048\u308b\u3068\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3084\u30c8\u30fc\u30af\u30f3\u306e\u4f7f\u7528\u91cf\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30e2\u30c7\u30eb<\/th><th>\u7121\u6599\u67a0<\/th><th>\u5165\u529b\u6599\u91d1<br>\uff08100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a\uff09<\/th><th>\u51fa\u529b\u6599\u91d1<br>\uff08100\u4e07\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a\uff09<\/th><\/tr><\/thead><tbody><tr><td>Gemini 1.5 Flash<\/td><td>15RPM<br>1,000,000TPM<br>1,500RPD<\/td><td>$0.075<\/td><td>$0.30<\/td><\/tr><tr><td>Gemini 1.5 Pro<\/td><td>2RPM<br>32,000TPM<br>50RPD<\/td><td>$3.50<\/td><td>$10.50<\/td><\/tr><tr><td>Gemini 1.0 Pro<\/td><td>15RPM<br>32,000TPM<br>1,500RPD<\/td><td>$0.50<\/td><td>$1.50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>\u8868\u306e\u8aac\u660e<\/span><\/div><div class=\"cap_box_content\">\n<p>RPM\uff1a1\u5206\u3042\u305f\u308a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u6570<br>TPM\uff1a1\u5206\u3042\u305f\u308a\u306e\u30c8\u30fc\u30af\u30f3\u6570<br>RPD\uff1a1\u65e5\u3042\u305f\u308a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u6570<\/p>\n<\/div><\/div>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/models\/gemini?hl=ja\" class=\"c-blogLink -external\" data-style=\"text\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t<!-- <i class=\"c-blogLink__icon icon-link\" role=\"presentation\"><\/i> -->\n\t\t\t\t<span class=\"c-blogLink__icon\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"swl-svg-externalLink __svg\" width=\"1em\" height=\"1em\" viewBox=\"0 0 48 48\" role=\"img\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44 2H30c-1.1 0-2 .9-2 2s.9 2 2 2h9.2L24 21.2c-.8.8-.8 2 0 2.8s2 .8 2.8 0L42 8.8V18c0 1.1.9 2 2 2s2-.9 2-2V4c0-1.1-.9-2-2-2z\" \/><path d=\"M41 27c-1.1 0-2 .9-2 2v10c0 1.1-.9 2-2 2H9c-1.1 0-2-.9-2-2V11c0-1.1.9-2 2-2h10c1.1 0 2-.9 2-2s-.9-2-2-2H9c-3.3 0-6 2.7-6 6v28c0 3.3 2.7 6 6 6h28c3.3 0 6-2.7 6-6V29c0-1.1-.9-2-2-2z\" \/><\/svg>\t\t\t\t<\/span>\n\t\t\t\t<span class=\"c-blogLink__text\">\u30e2\u30c7\u30eb \u00a0|\u00a0 Gemini API \u00a0|\u00a0 Google AI for Developers<\/span>\n\t\t\t<\/a>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>Gemini API<\/strong>\u30ad\u30fc\u306e\u53d6\u5f97<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/sea_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-9134\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/sea_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/sea_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p><span class=\"swl-format-2\">Gemini API\u30ad\u30fc\u306e\u53d6\u5f97\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<div class=\"swell-block-step\" data-num-style=\"circle\">\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">Gemini API\u306e\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9<\/div><div class=\"swell-block-step__body\">\n<p><a href=\"https:\/\/ai.google.dev\/gemini-api?hl=ja\">Gemini API\u306e\u30da\u30fc\u30b8<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u300cGoogle AI Studio\u3067API\u30ad\u30fc\u3092\u53d6\u5f97\u3059\u308b\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"433\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_1.jpg\" alt=\"API\u30ad\u30fc\u53d6\u5f97\" class=\"wp-image-13120\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_1.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_1-300x162.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_1-768x416.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178:https:\/\/ai.google.dev\/gemini-api?hl=ja)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u5b9f\u884c\u74b0\u5883\u306e\u9078\u629e\u304a\u3088\u3073\u5229\u7528\u898f\u7d04\u3078\u306e\u540c\u610f<\/div><div class=\"swell-block-step__body\">\n<p>\u300cDevelop in your own environment\u300d\u306e\u300cGet API key\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"328\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_2.jpg\" alt=\"API\u30ad\u30fc\u53d6\u5f97\" class=\"wp-image-13118\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_2.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_2-300x123.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_2-768x315.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178:https:\/\/ai.google.dev\/gemini-api?hl=ja)<\/figcaption><\/figure>\n\n\n\n<p>\u5229\u7528\u898f\u7d04\u306b\u540c\u610f\u3057\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3066\u3001\u300c\u7d9a\u884c\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"458\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_3.jpg\" alt=\"API\u30ad\u30fc\u53d6\u5f97\" class=\"wp-image-13119\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_3.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_3-300x172.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_3-768x440.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178:https:\/\/ai.google.dev\/gemini-api?hl=ja)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">API\u30ad\u30fc\u306e\u4f5c\u6210<\/div><div class=\"swell-block-step__body\">\n<p>\u300cAPI\u30ad\u30fc\u3092\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"366\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_4.jpg\" alt=\"API\u30ad\u30fc\u53d6\u5f97\" class=\"wp-image-13121\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_4.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_4-300x137.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_4-768x351.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178:https:\/\/ai.google.dev\/gemini-api?hl=ja)<\/figcaption><\/figure>\n\n\n\n<p>\u300c\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067API\u30ad\u30fc\u3092\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"412\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_5.jpg\" alt=\"API\u30ad\u30fc\u53d6\u5f97\" class=\"wp-image-13116\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_5.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_5-300x155.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_5-768x396.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178:https:\/\/ai.google.dev\/gemini-api?hl=ja)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">API\u30ad\u30fc\u306e\u53d6\u5f97<\/div><div class=\"swell-block-step__body\">\n<p>\u8868\u793a\u3055\u308c\u305fAPI\u30ad\u30fc\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001\u5927\u5207\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"800\" height=\"178\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_6.jpg\" alt=\"API\u30ad\u30fc\u53d6\u5f97\" class=\"wp-image-13117\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_6.jpg 800w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_6-300x67.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/10\/geminiapi_capture_6-768x171.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178:https:\/\/ai.google.dev\/gemini-api?hl=ja)<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Gemini API\u306e\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/landscape3_midashi.jpg\" alt=\"\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-9079\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/landscape3_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/landscape3_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p><span class=\"swl-format-2\">\u3053\u306e\u8a18\u4e8b\u3067\u306fPython\u306e\u74b0\u5883\u306b\u304a\u3051\u308bGemini API\u306e\u4f7f\u3044\u65b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/p>\n\n\n\n<div class=\"swell-block-step\" data-num-style=\"circle\">\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/div><div class=\"swell-block-step__body\">\n<p>\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code has-black-background-color has-background\"><code>pip install google-generativeai<\/code><\/pre>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">API\u30ad\u30fc\u306e\u8a2d\u5b9a<\/div><div class=\"swell-block-step__body\">\n<p>Gemini API\u30ad\u30fc\u306e\u8a2d\u5b9a\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code has-black-background-color has-background\"><code>import os\nimport google.generativeai as genai\n\nos.environ&#091;\"GEMINI_API_KEY\"] = \"**********************************\"\ngenai.configure(api_key=os.environ&#091;\"GEMINI_API_KEY\"] )<\/code><\/pre>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>\u30b3\u30fc\u30c9\u306e\u89e3\u8aac<\/span><\/div><div class=\"cap_box_content\">\n<p><span class=\"swl-format-2\">os.environ[&#8220;GEMINI_API_KEY&#8221;] = &#8220;**********************************&#8221;<\/span><\/p>\n\n\n\n<p>\u53d6\u5f97\u3057\u305fGemini API\u30ad\u30fc\u3092\u633f\u5165\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">genai.configure(api_key=os.environ[&#8220;GEMINI_API_KEY&#8221;])<\/span><\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u751f\u6210AI\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u6307\u5b9a\u3055\u308c\u305fAPI\u30ad\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3001Google\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u63a5\u7d9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">Gemini API\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/div><div class=\"swell-block-step__body\">\n<p>\u300cAPI Keys\u300d\u306bAPI\u30ad\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u30b3\u30d4\u30fc\u3057\u3066\u5927\u5207\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code has-black-background-color has-background\"><code>model = genai.GenerativeModel(\"gemini-1.5-flash\")\nresponse = model.generate_content(\"\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u4f55\u3067\u3059\u304b\")\nprint(response.text)<\/code><\/pre>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>\u30b3\u30fc\u30c9\u306e\u89e3\u8aac<\/span><\/div><div class=\"cap_box_content\">\n<p><span class=\"swl-format-2\">model = genai.GenerativeModel(&#8220;gemini-1.5-flash&#8221;)<\/span><\/p>\n\n\n\n<p>&#8220;gemini-1.5-flash&#8221;\u306e\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-2\">response = model.generate_content(&#8220;\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u4f55\u3067\u3059\u304b&#8221;)<\/span><\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u3066\u751f\u6210\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<p class=\"is-style-balloon_box\">LLM\u306e\u5fdc\u7b54<\/p>\n\n\n\n<pre class=\"wp-block-code has-swl-gray-background-color has-background\"><code>\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u3001\u4ed6\u8005\u306e\u884c\u52d5\u3084\u767a\u8a00\u306e\u539f\u56e0\u3092\u8aac\u660e\u3059\u308b\u969b\u306b\u3001\u305d\u306e\u4eba\u306e\u5185\u9762\u7684\u306a\u7279\u6027\uff08\u6027\u683c\u3001\u80fd\u529b\u3001\u614b\u5ea6\u306a\u3069\uff09\u306b\u904e\u5ea6\u306b\u6ce8\u76ee\u3057\u3001\u72b6\u6cc1\u7684\u8981\u56e0\u3092\u8efd\u8996\u3057\u3066\u3057\u307e\u3046\u50be\u5411\u306e\u3053\u3068\u3067\u3059\u3002\u3064\u307e\u308a\u3001**\u300c\u4eba\u306f\u81ea\u5206\u306e\u5185\u9762\u7684\u306a\u6027\u8cea\u306b\u3088\u3063\u3066\u884c\u52d5\u3059\u308b\u3068\u8003\u3048\u308b\u300d**\u3068\u3044\u3046\u30d0\u30a4\u30a2\u30b9\u3067\u3059\u3002\n\n\u4f8b\u3048\u3070\u3001\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3067\u7dca\u5f35\u3057\u3066\u3046\u307e\u304f\u8a71\u305b\u306a\u304b\u3063\u305f\u4eba\u304c\u3044\u305f\u5834\u5408\u3001\n\n* **\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9:** \u300c\u3042\u306e\u4eba\u306f\u30d7\u30ec\u30bc\u30f3\u304c\u82e6\u624b\u306a\u3093\u3060\u306a\u300d\n* **\u72b6\u6cc1\u7684\u8981\u56e0:** \u300c\u30d7\u30ec\u30bc\u30f3\u4f1a\u5834\u304c\u72ed\u304f\u3066\u3001\u7dca\u5f35\u3057\u3066\u3044\u305f\u3060\u3051\u304b\u3082\u3057\u308c\u306a\u3044\u300d\n\n\u306e\u3088\u3046\u306b\u3001\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u3067\u306f\u3001\u305d\u306e\u4eba\u306e\u5185\u9762\u7684\u306a\u7279\u6027\uff08\u30d7\u30ec\u30bc\u30f3\u304c\u82e6\u624b\uff09\u306b\u6ce8\u76ee\u3057\u3001\u30d7\u30ec\u30bc\u30f3\u4f1a\u5834\u306e\u72ed\u3055\u306a\u3069\u3001\u72b6\u6cc1\u7684\u8981\u56e0\u3092\u8003\u616e\u3057\u307e\u305b\u3093\u3002\n\n\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002\n\n* **\u5185\u7684\u5e30\u5c5e:** \u884c\u52d5\u306e\u539f\u56e0\u3092\u305d\u306e\u4eba\u306e\u6027\u683c\u3084\u80fd\u529b\u306a\u3069\u306e\u5185\u7684\u8981\u56e0\u306b\u5e30\u5c5e\u3055\u305b\u308b\u3053\u3068\u3002\n* **\u5916\u7684\u5e30\u5c5e:** \u884c\u52d5\u306e\u539f\u56e0\u3092\u72b6\u6cc1\u306a\u3069\u306e\u5916\u7684\u8981\u56e0\u306b\u5e30\u5c5e\u3055\u305b\u308b\u3053\u3068\u3002\n\n\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u79c1\u305f\u3061\u304c\u65e5\u5e38\u7684\u306b\u62b1\u3044\u3066\u3044\u308b\u7121\u610f\u8b58\u306e\u30d0\u30a4\u30a2\u30b9\u3067\u3042\u308a\u3001\u4ed6\u8005\u3078\u306e\u7406\u89e3\u3092\u6b6a\u3081\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u306e\u5f71\u97ff:**\n\n* **\u504f\u898b\u3084\u5dee\u5225:** \u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u4eba\u3005\u306b\u5bfe\u3057\u3066\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u30b9\u30c6\u30ec\u30aa\u30bf\u30a4\u30d7\u3092\u5f62\u6210\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\n* **\u5bfe\u4eba\u95a2\u4fc2\u306e\u60aa\u5316:** \u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u306b\u3088\u3063\u3066\u3001\u4ed6\u8005\u3092\u8aa4\u89e3\u3057\u305f\u308a\u3001\u76f8\u624b\u306b\u5bfe\u3057\u3066\u4e0d\u5f53\u306a\u8a55\u4fa1\u3092\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n* **\u81ea\u5df1\u5b9f\u73fe\u306e\u59a8\u3052:** \u81ea\u5206\u306e\u884c\u52d5\u306e\u8cac\u4efb\u3092\u72b6\u6cc1\u306b\u5e30\u5c5e\u3055\u305b\u304c\u3061\u306b\u306a\u308b\u305f\u3081\u3001\u81ea\u5df1\u6210\u9577\u3092\u963b\u5bb3\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u3092\u514b\u670d\u3059\u308b\u306b\u306f:**\n\n* **\u72b6\u6cc1\u7684\u8981\u56e0\u306b\u76ee\u3092\u5411\u3051\u308b:** \u4ed6\u8005\u306e\u884c\u52d5\u306e\u539f\u56e0\u3092\u8003\u3048\u308b\u969b\u3001\u72b6\u6cc1\u7684\u8981\u56e0\u3082\u8003\u616e\u3059\u308b\u3088\u3046\u306b\u610f\u8b58\u3057\u307e\u3057\u3087\u3046\u3002\n* **\u8907\u6570\u306e\u89e3\u91c8\u3092\u8003\u616e\u3059\u308b:**  \u4ed6\u8005\u306e\u884c\u52d5\u306e\u539f\u56e0\u3092\u8aac\u660e\u3059\u308b\u969b\u306b\u306f\u3001\u8907\u6570\u306e\u89e3\u91c8\u3092\u8003\u616e\u3057\u3001\u81ea\u5206\u81ea\u8eab\u306e\u30d0\u30a4\u30a2\u30b9\u306b\u6c17\u3065\u304d\u307e\u3057\u3087\u3046\u3002\n* **\u4ed6\u8005\u306e\u7acb\u5834\u306b\u7acb\u3063\u3066\u8003\u3048\u308b:** \u4ed6\u8005\u306e\u884c\u52d5\u3084\u767a\u8a00\u3092\u3001\u81ea\u5206\u81ea\u8eab\u306e\u8996\u70b9\u3067\u306f\u306a\u304f\u3001\u76f8\u624b\u306e\u8996\u70b9\u304b\u3089\u7406\u89e3\u3057\u3088\u3046\u3068\u52aa\u529b\u3057\u307e\u3057\u3087\u3046\u3002\n\n\u5e30\u5c5e\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u79c1\u305f\u3061\u306e\u601d\u8003\u306b\u6f5c\u3080\u7121\u610f\u8b58\u306e\u504f\u308a\u3067\u3059\u304c\u3001\u610f\u8b58\u3057\u3066\u514b\u670d\u3059\u308b\u3053\u3068\u3067\u3001\u4ed6\u8005\u3078\u306e\u7406\u89e3\u3092\u6df1\u3081\u3001\u3088\u308a\u826f\u3044\u4eba\u9593\u95a2\u4fc2\u3092\u7bc9\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n<\/code><\/pre>\n\n\n\n<p class=\"is-style-icon_good\">\u5206\u304b\u308a\u3084\u3059\u3044\u56de\u7b54\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\uff01<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">Gemini API\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/div><div class=\"swell-block-step__body\">\n<p>\u300cAPI Keys\u300d\u306bAPI\u30ad\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u30b3\u30d4\u30fc\u3057\u3066\u5927\u5207\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code has-black-background-color has-background\"><code>import PIL.Image\n\nmodel = genai.GenerativeModel(\"gemini-1.5-flash\")\nimage = PIL.Image.open(\"image2.jpg\")\nresponse = model.generate_content(&#091;\"\u3053\u306e\u753b\u50cf\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\", image])\nprint(response.text)<\/code><\/pre>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\" data-colset=\"col3\"><div class=\"cap_box_ttl\"><span>\u30b3\u30fc\u30c9\u306e\u89e3\u8aac<\/span><\/div><div class=\"cap_box_content\">\n<p><span class=\"swl-format-2\">response = model.generate_content([&#8220;\u3053\u306e\u753b\u50cf\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002&#8221;, image])<\/span><\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u753b\u50cf\u3092\u5165\u529b\u3057\u3066\u751f\u6210\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-medium\"><img decoding=\"async\" width=\"300\" height=\"150\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/catfasion_midashi-300x150.jpg\" alt=\"\u5165\u529b\u753b\u50cf\" class=\"wp-image-9024\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/catfasion_midashi-300x150.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/catfasion_midashi.jpg 600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"is-style-balloon_box\">LLM\u306e\u5fdc\u7b54<\/p>\n\n\n\n<pre class=\"wp-block-code has-swl-gray-background-color has-background\"><code>\u753b\u50cf\u306b\u306f\u3001\u30e9\u30f3\u30a6\u30a7\u30a4\u3092\u6b69\u304f\u591a\u304f\u306e\u732b\u304c\u5199\u3063\u3066\u3044\u307e\u3059\u3002\u732b\u306f\u3059\u3079\u3066\u670d\u3092\u7740\u3066\u304a\u308a\u3001\u305d\u306e\u3046\u3061\u306e\u3044\u304f\u3064\u304b\u306f\u5e3d\u5b50\u3084\u30b5\u30f3\u30b0\u30e9\u30b9\u3082\u304b\u3051\u3066\u3044\u307e\u3059\u3002\u30e9\u30f3\u30a6\u30a7\u30a4\u306e\u4e21\u5074\u306b\u306f\u3001\u732b\u306e\u30b7\u30e7\u30fc\u3092\u898b\u3066\u3044\u308b\u305f\u304f\u3055\u3093\u306e\u89b3\u5ba2\u304c\u3044\u307e\u3059\u3002\u89b3\u5ba2\u306f\u732b\u306e\u30b7\u30e7\u30fc\u3092\u9ad8\u304f\u8a55\u4fa1\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3001\u6b53\u58f0\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002\u5168\u4f53\u3068\u3057\u3066\u3001\u753b\u50cf\u306f\u3001\u732b\u306e\u30d5\u30a1\u30c3\u30b7\u30e7\u30ca\u30d6\u30eb\u306a\u30b7\u30e7\u30fc\u3092\u6349\u3048\u305f\u3001\u9762\u767d\u304f\u3066\u304b\u308f\u3044\u3044\u3082\u306e\u3067\u3059\u3002<\/code><\/pre>\n\n\n\n<p class=\"is-style-icon_good\">\u6b63\u78ba\u306b\u63cf\u5199\u3067\u304d\u3066\u3044\u307e\u3059\uff01<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u751f\u6210AI\u30fbLLM\u306e\u30b3\u30b9\u30c8\u3067\u304a\u56f0\u308a\u306a\u3089<\/h2>\n\n\n\n<p>GPU\u306e\u30b9\u30da\u30c3\u30af\u4e0d\u8db3\u3067\u751f\u6210AI\u306e\u958b\u767a\u304c\u601d\u3046\u3088\u3046\u306b\u9032\u307e\u306a\u3044\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f<\/p>\n\n\n\n<p>\u305d\u3093\u306a\u3068\u304d\u306b\u306f\u3001<span class=\"swl-format-2\">\u9ad8\u6027\u80fd\u306aGPU\u3092\u30ea\u30fc\u30ba\u30ca\u30d6\u30eb\u306a\u4fa1\u683c\u3067\u4f7f\u3048\u308bGPU\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u304a\u3059\u3059\u3081\u3067\u3059\uff01<\/span><\/p>\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"4543\">\n<div class=\"swell-block-capbox cap_box\" data-colset=\"col2\"><div class=\"cap_box_ttl\"><span>GPUSOROBAN<\/span><\/div><div class=\"cap_box_content\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1462\" height=\"508\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/h100_banner.jpg\" alt=\"GPUSOROBAN\" class=\"wp-image-10134\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/h100_banner.jpg 1462w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/h100_banner-300x104.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/h100_banner-1024x356.jpg 1024w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/06\/h100_banner-768x267.jpg 768w\" sizes=\"(max-width: 1462px) 100vw, 1462px\" \/><\/figure>\n\n\n\n<p>GPUSOROBAN\u306f\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u9ad8\u6027\u80fdGPU\u300cNVIDIA H200\u300d\u3092\u696d\u754c\u6700\u5b89\u7d1a\u306e\u6599\u91d1\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/span><\/p>\n\n\n\n<p>NVIDIA H200\u306f\u3001\u751f\u6210AI\u30fbLLM\u306e\u8a08\u7b97\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u3067\u4f7f\u3048\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u8a2d\u5099\u6295\u8cc7\u306e\u5fc5\u8981\u304c\u306a\u304f\u3001\u7169\u96d1\u306a\u30b5\u30fc\u30d0\u30fc\u7ba1\u7406\u304b\u3089\u3082\u89e3\u653e\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"swell-block-columns\"><div class=\"swell-block-columns__inner\">\n<div class=\"swell-block-column swl-has-mb--s\">\n<div class=\"swell-block-button blue_ -size-l is-style-btn_normal\"><a href=\"https:\/\/soroban.highreso.jp\/?utm_medium=edgehub&amp;utm_source=edgehub&amp;utm_campaign=highend_boxb&amp;adid=edgehub\" class=\"swell-block-button__link\"><span>\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u307f\u308b<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"swell-block-column swl-has-mb--s\">\n<div class=\"swell-block-button red_ -size-l is-style-btn_normal\"><a href=\"https:\/\/soroban.highreso.jp\/download\/compute-catalog\/?utm_medium=edgehub&amp;utm_source=edgehub&amp;utm_campaign=highend_boxb&amp;adid=edgehub\" class=\"swell-block-button__link\"><span>\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/span><\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Gemini API\u3068\u306f\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u300cGemini\u300d\u3092\u5916\u90e8\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306eAPI\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Gemini API\u306e\u30e2\u30c7\u30eb\u3084\u6599\u91d1\u306b\u52a0\u3048\u3001API\u306e\u5177\u4f53\u7684\u306a\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u3082\u8a73\u3057 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":13159,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[20],"tags":[],"class_list":["post-13113","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machinelearning"],"_links":{"self":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/13113","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/comments?post=13113"}],"version-history":[{"count":3,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/13113\/revisions"}],"predecessor-version":[{"id":13158,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/13113\/revisions\/13158"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media\/13159"}],"wp:attachment":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media?parent=13113"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/categories?post=13113"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/tags?post=13113"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}