{"published":"2025-12-22 09:00:00","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/n/nttdocomord/20251222/20251222090026.png","url":"https://nttdocomo-developers.jp/entry/2025/12/22/090000_8","height":"190","author_url":"https://blog.hatena.ne.jp/dcm_takeda/","width":"100%","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fnttdocomo-developers.jp%2Fentry%2F2025%2F12%2F22%2F090000_8\" title=\"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3069\u3046\u5909\u308f\u308b\uff1f\u3000 \u3000\u3000\u3000DSPy / TextGrad \u306b\u3088\u308b\u81ea\u52d5\u6700\u9069\u5316\u306e\u5b9f\u529b\u691c\u8a3c - ENGINEERING BLOG \u30c9\u30b3\u30e2\u958b\u767a\u8005\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>","provider_url":"https://hatena.blog","description":"1. \u306f\u3058\u3081\u306b\uff1a\u7d42\u308f\u3089\u306a\u3044\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63\u300d 2. \u30bf\u30b9\u30af\u5b9a\u7fa9\u3068\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u8a55\u4fa1 2.1 \u30bf\u30b9\u30af\u6982\u8981 2.2 \u96e3\u6613\u5ea6\u8a2d\u8a08 2.3 \u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u8a55\u4fa1\uff08\u521d\u671f\u30d7\u30ed\u30f3\u30d7\u30c8\uff09 2.4 \u7d50\u679c\u5206\u6790 3. \u691c\u8a3c\u5bfe\u8c61\u30c4\u30fc\u30eb\u306e\u6280\u8853\u7684\u7279\u5fb4 3.1 DSPy \u2460 \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u601d\u60f3 \u2461 \u6700\u9069\u5316\u306e\u4ed5\u7d44\u307f\uff08MIPROv2\uff09 \u2462 \u672c\u691c\u8a3c\u3067\u306e\u8a2d\u5b9a 3.2 TextGrad \u2460 \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u601d\u60f3 \u2461 \u6700\u9069\u5316\u306e\u4ed5\u7d44\u307f \u2462 \u672c\u691c\u8a3c\u3067\u306e\u8a2d\u5b9a 4. \u691c\u8a3c\u7d50\u679c\u3068\u8003\u5bdf 4.1 \u5b9f\u88c5\u30b3\u30fc\u30c9 4.2 DSPy\u5b9f\u884c\u7d50\u679c \u2460 \u30b9\u30b3\u30a2\u6539\u5584\u306e\u63a8\u79fb \u2461 \u6700\u9069\u5316\u30d7\u30ed\u30bb\u30b9\u306e\u30ed\u30b0\uff08\u629c\u7c8b\uff09 \u2462 \u751f\u6210\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8 4.3 TextGrad\u5b9f\u884c\u7d50\u679c \u2460 \u2026","provider_name":"Hatena Blog","blog_url":"https://nttdocomo-developers.jp/","type":"rich","blog_title":"ENGINEERING BLOG \u30c9\u30b3\u30e2\u958b\u767a\u8005\u30d6\u30ed\u30b0","title":"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3069\u3046\u5909\u308f\u308b\uff1f\u3000 \u3000\u3000\u3000DSPy / TextGrad \u306b\u3088\u308b\u81ea\u52d5\u6700\u9069\u5316\u306e\u5b9f\u529b\u691c\u8a3c","author_name":"dcm_takeda","categories":["\u751f\u6210AI","\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fc2025"],"version":"1.0"}