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href=\"https:\/\/gihyo.jp\/article\/2026\/05\/monthly-python-2605\">Python\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u691c\u7d22\u3068ANN\u301c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u5fdc\u7528\u7de8\u301c<\/a>\uff08\u6280\u8a555\u6708\u53f7\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Embedding\u30e2\u30c7\u30eb\u3068Python\u306e\u95a2\u4fc2<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3053\u308d\u3067\u3001Embedding\u30e2\u30c7\u30eb\u306f\u3053\u306e5\u5e74\u307b\u3069\u306e\u9593\u306b\u304b\u306a\u308a\u306e\u6570\u306e\u30e2\u30c7\u30eb\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u306a\u304a\u3001\u30e2\u30c7\u30eb\u306e\u30d9\u30fc\u30b9\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u3001LLM\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u7269\u304c\u6700\u8fd1\u306f\u76ee\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u5f53\u521d\u306f\u3001BERT\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u3082\u306e\u304c\u591a\u304f\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u610f\u5473\u3092\u6301\u3063\u305f\u30d9\u30af\u30c8\u30eb\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067Python\u3068\u306e\u95a2\u4fc2\u3067\u3059\u3002Python\u306f\u30d9\u30af\u30c8\u30eb\u5316\u3084Embedding\u3001\u305d\u308c\u3089\u3092\u5b66\u7fd2\u3059\u308b\u3068\u304d\u306e\u30c4\u30fc\u30eb\u306e\u30c7\u30d5\u30a1\u30af\u30c8\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306bEmbedding\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u306f\u591a\u304f\u306e\u6642\u9593\u3068\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u591a\u304f\u306e\u5834\u5408\u306fGPU\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u5b66\u7fd2\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u3060\u3051\u3067\u3042\u308c\u3070\u3001\u81ea\u5206\u3067\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u4e16\u754c\u306b\u5230\u9054\u3059\u308b\u306b\u306f\u975e\u5e38\u306b\u30cf\u30fc\u30c9\u30eb\u304c\u9ad8\u3044\u306e\u3067\u3059\u304c\u3001Python\u3067\u306f\u3001Hugging Face\u306eTransformers\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305fSentence Transformers\u306a\u3069\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u5b66\u7fd2\u6e08\u307f\u306eEmbedding\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u6271\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001GPU\u304c\u3042\u308c\u3070\u3001\u3088\u308a\u9ad8\u901f\u306b\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u5fc5\u305a\u3057\u3082GPU\u304c\u5fc5\u8981\u306a\u308f\u3051\u3067\u3082\u306a\u304f\u3001CPU\u3067\u3082\u30d9\u30af\u30c8\u30eb\u5316\u306f\u53ef\u80fd\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u6700\u8fd1\u306eApple Silicon\u3092\u642d\u8f09\u3057\u305fMacBook\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u9ad8\u901f\u306b\u30d9\u30af\u30c8\u30eb\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sentence Transformers\u3092\u304d\u3061\u3093\u3068\u5229\u7528\u3059\u308c\u3070\u3001GPU\u3084Apple 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