{"blog_title":"LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0","width":"100%","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/s/shibuiyusuke/20251006/20251006064716.png","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F10%2F06%2F080000\" title=\"LLM\u306e\u51fa\u529b\u69cb\u9020\u3092\u63a8\u8ad6\u3057\u3066\u81ea\u52d5\u7684\u306b\u69cb\u9020\u5316\u3059\u308b - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","blog_url":"https://tech.layerx.co.jp/","categories":["AI Agent","AI\u30fbLLM\u4e8b\u696d\u90e8","LLM"],"url":"https://tech.layerx.co.jp/entry/2025/10/06/080000","provider_url":"https://hatena.blog","author_name":"shibuiyusuke","provider_name":"Hatena Blog","type":"rich","title":"LLM\u306e\u51fa\u529b\u69cb\u9020\u3092\u63a8\u8ad6\u3057\u3066\u81ea\u52d5\u7684\u306b\u69cb\u9020\u5316\u3059\u308b","published":"2025-10-06 08:34:45","author_url":"https://blog.hatena.ne.jp/shibuiyusuke/","version":"1.0","description":"2022\u5e74\u672b\u306eOpenAI GPT\u516c\u958b\u4ee5\u964d\u3001LLM\u3092\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u7d44\u307f\u8fbc\u3080\u6d41\u308c\u304c\u5e83\u304c\u308b\u4e2d\u3067\u30012023\u5e746\u6708\u306eFunction calling\u306e\u767b\u5834\u306f\u753b\u671f\u7684\u3067\u3057\u305f\u3002\u3053\u308c\u306f\u51fa\u529b\u5f62\u5f0f\u3092JSON\u3067\u5b9a\u7fa9\u3057\u3001LLM\u306e\u5fdc\u7b54\u3092\u69cb\u9020\u5316\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3001\u73fe\u5728\u306fStructured Output\u3068\u3057\u3066\u767a\u5c55\u3057\u3066\u3044\u307e\u3059\u3002 \u3057\u304b\u3057\u3001Structured Output\u3092\u4f7f\u3046\u306b\u306f\u6bce\u56de\u51fa\u529b\u5f62\u5f0f\u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u578b\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u56f0\u96e3\u3067\u3059\u3002LLM\u306f\u67d4\u8edf\u306a\u81ea\u7136\u8a00\u8a9e\u5fdc\u7b54\u304c\u5f37\u307f\u3067\u3059\u304c\u3001\u51fa\u529b\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u3059\u304e\u308b\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u6271\u3044\u306b\u304f\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001**\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u81ea\u52d5\u3067Structured Output\u3092\u751f\u6210\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u300cauto-structured-output\u300d**\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u89e3\u6790\u3057\u3066Pydantic\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u751f\u6210\u3057\u3001OpenAI API\u306eStructured Output\u5f62\u5f0f\u306b\u6e96\u62e0\u3057\u305f\u578b\u5b89\u5168\u306a\u51fa\u529b\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001LLM\u51fa\u529b\u306e\u5b89\u5b9a\u6027\u3068\u60c5\u5831\u69cb\u9020\u306e\u4e00\u8cab\u6027\u3092\u7c21\u5358\u306b\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002","height":"190"}