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class=\"wp-block-heading\">\u60f3\u5b9a<strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/strong><\/h2>\n\n\n\n<p><strong>\u4e16\u7530\u8c37\u533a\u3000\u5b50\u3069\u3082\u30fb\u82e5\u8005\u90e8 \u5150\u7ae5\u76f8\u8ac7\u652f\u63f4\u8ab2<\/strong><\/p>\n\n\n\n<p>\u30fb\u6771\u4eac\u90fd\u5185\u3067\u51fa\u7523\u4ef6\u6570\u30c8\u30c3\u30d7\uff08\u6bce\u5e74\u7d047,000\u4ef6\u8d85\uff09<\/p>\n\n\n\n<p>\u30fb\u5148\u9032\u7684\u306a\u5b50\u80b2\u3066\u652f\u63f4\u5236\u5ea6\u3092\u591a\u6570\u5c55\u958b\u3057\u3066\u3044\u308b<\/p>\n\n\n\n<p>\u30fb\u7523\u5f8c\u3046\u3064\u3084\u6bcd\u89aa\u306e\u5b64\u7acb\u306b\u95a2\u3059\u308b\u76f8\u8ac7\u304c\u5897\u52a0\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u8ab2\u984c\u70b9<\/strong><\/h2>\n\n\n\n<p>\u30fb\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u4eba\u54e1\u306b\u5bfe\u3057\u3066\u3001\u76f8\u8ac7\u6570\u304c\u5897\u52a0\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u30fb\u4e00\u4ef6\u5f53\u305f\u308a\u306e\u8a18\u9332\u4f5c\u6210\u306b\uff12\u6642\u9593\u7a0b\u304b\u304b\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u76ee\u7684<\/strong><\/h2>\n\n\n\n<p>\u5150\u7ae5\u624b\u5f53\u3084\u4e73\u5e7c\u5150\u533b\u7642\u8cbb\u52a9\u6210\u3001\u3053\u3069\u3082\u533b\u7642\u8a3c\u306e\u7533\u8acb\u306a\u3069\u306e\u8907\u96d1\u306a\u5b50\u80b2\u3066\u7cfb\u306e\u7533\u8acb\u624b\u7d9a\u304d\u306e\u4e8b\u52d9\u7684\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u3001\u652f\u63f4\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u76ee\u6a19<\/h2>\n\n\n\n<p>\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u76f8\u8ac7\u652f\u63f4\u304a\u3088\u3073\u624b\u7d9a\u304d\u6848\u5185\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u5150\u7ae5\u76f8\u8ac7\u652f\u63f4\u8ab2\u306b\u304a\u3051\u308b\u696d\u52d9\u52b9\u7387\u5316\u3068\u652f\u63f4\u54c1\u8cea\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u76f8\u8ac7\u8a18\u9332\u4f5c\u6210\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u524a\u6e1b\u3057\u3001\u8077\u54e1\u304c\u5c02\u9580\u7684\u652f\u63f4\u306b\u5341\u5206\u306a\u6642\u9593\u3092\u78ba\u4fdd\u3067\u304d\u308b\u4f53\u5236\u3092\u69cb\u7bc9\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u7d99\u7d9a\u652f\u63f4\u304c\u5fc5\u8981\u306a\u5bb6\u5ead\u3092\u65e9\u671f\u306b\u628a\u63e1\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3065\u304f\u308a\u3092\u9032\u3081\u308b\u3002<\/p>\n\n\n\n<p>\u4fdd\u8b77\u8005\u304c\u5fc5\u8981\u306a\u7533\u8acb\u624b\u7d9a\u304d\u3084\u66f8\u985e\u306b\u8ff7\u308f\u305a\u5230\u9054\u3067\u304d\u308b\u6848\u5185\u6e80\u8db3\u5ea690\uff05\u4ee5\u4e0a\u3092\u76ee\u6307\u3057\u3066\u4f4f\u6c11\u30b5\u30fc\u30d3\u30b9\u306e\u5411\u4e0a\u306b\u3082\u5bc4\u4e0e\u3059\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e1\u30f3\u30d0\u30fc\u30fb\u5f79\u5272<\/h2>\n\n\n\n<p>\u9152\u4e95\u5927\u4e09\uff1a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc<\/p>\n\n\n\n<p>\u91d1\u5c71\u967d\u5411\uff1a\u30c7\u30b6\u30a4\u30ca\u30fc<\/p>\n\n\n\n<p>\u91ce\u53e3\u4e08\uff1a\u30c7\u30b6\u30a4\u30ca\u30fc<\/p>\n\n\n\n<p>\u9152\u4e95\u8061\u4e07\uff1a\u30d7\u30ed\u30b0\u30e9\u30de\u30fc<\/p>\n\n\n\n<p>\u4e0a\u7530\u9065\uff1a\u30d7\u30ed\u30b0\u30e9\u30de\u30fc<\/p>\n\n\n\n<p>ZHANG LEILEI\uff1a\u30d7\u30ed\u30b0\u30e9\u30de\u30fc<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u56f3<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-6.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"556\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-6-1024x556.png\" alt=\"\" class=\"wp-image-6233\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-6-1024x556.png 1024w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-6-300x163.png 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-6-768x417.png 768w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-6.png 1274w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6210\u679c\u7269<\/h2>\n\n\n\n<p><strong><em>\u30e6\u30fc\u30b6\u30fc\u5074<\/em><\/strong><\/p>\n\n\n\n<p>\u5de6\u304b\u3089\u9806\u306b\u3001\u5065\u5eb7\u8a18\u9332\u3000\u30a8\u30b8\u30f3\u30d0\u30e9\u8cea\u554f\u7968\u3000\u5065\u5eb7\u8a18\u9332\u306e\u30ab\u30ec\u30f3\u30c0\u30fc<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-7.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-7-1024x544.png\" alt=\"\" class=\"wp-image-6235\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-7-1024x544.png 1024w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-7-300x159.png 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-7-768x408.png 768w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-7.png 1033w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3000\u3000\u3000\u3000\u3000\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u4f7f\u7528\u6642\u306e\u5b9f\u969b\u306e\u753b\u9762<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-8.png\"><img loading=\"lazy\" decoding=\"async\" width=\"798\" height=\"481\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-8.png\" alt=\"\" class=\"wp-image-6236\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-8.png 798w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-8-300x181.png 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-8-768x463.png 768w\" sizes=\"auto, (max-width: 798px) 100vw, 798px\" \/><\/a><\/figure>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f Gemini API \u3092\u7528\u3044\u3066\u5fdc\u7b54\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u56de\u7b54\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b RAG\uff08Retrieval-Augmented Generation\uff09\u3092\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>RAG \u3067\u306f Vertex AI Search \u4e0a\u306b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u69cb\u7bc9\u3057\u3001Cloud Storage \u306b\u4fdd\u5b58\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u57fa\u306b Discovery Engine \u304c\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u691c\u7d22\u7d50\u679c\u3092 Gemini \u306b\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u56de\u7b54\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><em>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8<\/em><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-11.png\"><img loading=\"lazy\" decoding=\"async\" width=\"767\" height=\"540\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-11.png\" alt=\"\" class=\"wp-image-6242\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-11.png 767w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-11-300x211.png 300w\" sizes=\"auto, (max-width: 767px) 100vw, 767px\" \/><\/a><\/figure>\n\n\n\n<p>\u652f\u63f4\u8ab2\u7528\u30b5\u30a4\u30c8\u3067\u306f\u30a2\u30d7\u30ea\u3068\u540c\u69d8\u306b&nbsp;<\/p>\n\n\n\n<p>Firebase \u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001<\/p>\n\n\n\n<p>\u30b9\u30bf\u30c3\u30d5\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u307f\u304c\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u308b\u3088\u3046\u306b\u5236\u9650\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-9.png\"><img loading=\"lazy\" decoding=\"async\" width=\"807\" height=\"432\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-9.png\" alt=\"\" class=\"wp-image-6237\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-9.png 807w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-9-300x161.png 300w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-9-768x411.png 768w\" sizes=\"auto, (max-width: 807px) 100vw, 807px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-10.png\"><img loading=\"lazy\" decoding=\"async\" width=\"747\" height=\"514\" src=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-10.png\" alt=\"\" class=\"wp-image-6238\" srcset=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-10.png 747w, https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-content\/uploads\/2025\/12\/image-10-300x206.png 300w\" sizes=\"auto, (max-width: 747px) 100vw, 747px\" \/><\/a><\/figure>\n\n\n\n<p>\u30e6\u30fc\u30b6\u4e00\u89a7\u3068\u30a8\u30b8\u30f3\u30d0\u30e9\u7523\u5f8c\u3046\u3064\u8cea\u554f\u7968\u306e\u8a18\u9332\u306e\u5b9f\u969b\u306e\u753b\u9762<br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u958b\u767a\u74b0\u5883<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a00\u8a9e\uff1aDart, JavaScript, HTML, css<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a8\u30c7\u30a3\u30bf\uff1aVisual Studio Code <\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1aFirebase Authentication, Cloud Firestore, Cloud Storage<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528AI\uff1aGemini API, Vertex AI Search<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OS\uff1aWindows<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 \u672c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u4e16\u7530\u8c37\u533a\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u90fd\u5e02\u90e8\u81ea\u6cbb\u4f53\u3067\u9855\u5728\u5316\u3057\u3066\u3044\u308b\u5b50\u80b2\u3066\u95a2\u9023\u76f8\u8ac7\u306e\u5897\u52a0\u3001\u306a\u3089\u3073\u306b\u624b\u7d9a\u304d\u696d\u52d9\u306e\u8907\u96d1\u5316\u306b\u4f34\u3046\u8077\u54e1\u306e\u696d\u52d9\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u3001\u76f8\u8ac7\u652f\u63f4\u304a\u3088\u3073\u884c\u653f\u624b\u7d9a\u304d\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001\u751f\u6210AI\u3092 &hellip; <a href=\"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/2025_prode\/2025_a14-%e7%94%9f%e6%88%90ai%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e5%ad%90%e8%82%b2%e3%81%a6%e7%9b%b8%e8%ab%87%e6%a5%ad%e5%8b%99%e3%81%ae%e5%8a%b9%e7%8e%87%e5%8c%96%e3%82%b7%e3%82%b9%e3%83%86\" class=\"more-link\">\u7d9a\u304d\u3092\u8aad\u3080 <span class=\"screen-reader-text\">2025_A14: \u751f\u6210AI\u3092\u7528\u3044\u305f\u5b50\u80b2\u3066\u76f8\u8ac7\u696d\u52d9\u306e\u52b9\u7387\u5316\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-5830","post","type-post","status-publish","format-standard","hentry","category-2025_prode"],"_links":{"self":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts\/5830","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/comments?post=5830"}],"version-history":[{"count":21,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts\/5830\/revisions"}],"predecessor-version":[{"id":6245,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/posts\/5830\/revisions\/6245"}],"wp:attachment":[{"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/media?parent=5830"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/categories?post=5830"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/open.shonan.bunkyo.ac.jp\/proen\/wp-json\/wp\/v2\/tags?post=5830"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}