2025\u5e746\u6708\u306e\u30d4\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/h2>\n\n\n\nAI\u30de\u30b7\u30f3\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u7de8 – GPU\u30d1\u30b9\u30b9\u30eb\u30fc\u3068Ubuntu\u74b0\u5883\u69cb\u7bc9 (06\/11\u301c06\/13)<\/strong><\/h3>\n\n\n\n\u7d0d\u54c1\u3055\u308c\u305fAI\u30de\u30b7\u30f3\u306b\u306fProxmox VE\u3092\u5c0e\u5165\u3002GPU\u306b\u306f\u3001VRAM 16GB\u3092\u642d\u8f09\u3057\u306a\u304c\u3089\u6bd4\u8f03\u7684\u304a\u624b\u9803\u306a\u4fa1\u683c\u306eRTX 5060 Ti\u3092\u9078\u629e\u3057\u307e\u3057\u305f\u3002\u305d\u3053\u305d\u3053\u306e\u30ed\u30fc\u30ab\u30ebAI\u3092\u52d5\u304b\u3059\u306b\u306f\u5341\u5206\u306a\u30b9\u30da\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n
\u9ad8\u6027\u80fd\u306a\u30db\u30b9\u30c8\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001GPU\u30d1\u30b9\u30b9\u30eb\u30fc\u3057\u305f\u4eee\u60f3\u30de\u30b7\u30f3\u4ee5\u5916\u306b\u3082\u69d8\u3005\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30e1\u30e2\u30ea\u30ab\u30c4\u30ab\u30c4\u3060\u3063\u305f\u4ed6\u306ePVE\u304b\u3089\u3044\u304f\u3064\u304b\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5f15\u3063\u8d8a\u3057\u3067\u304d\u3066\u3001\u904b\u7528\u9762\u3067\u3082\u304b\u306a\u308a\u697d\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\uff08\uff11\uff09GPU\u30c9\u30e9\u30a4\u30d0\u306e\u3042\u308c\u3053\u308c (06\/11)<\/strong><\/h4>\n\n\n\nGPU\u30d1\u30b9\u30b9\u30eb\u30fc\u3092\u8a2d\u5b9a\u3057\u305f\u4eee\u60f3\u30de\u30b7\u30f3\uff08Ubuntu Desktop 24.04\uff09\u3067GPU\u3092\u8a8d\u8b58\u3055\u305b\u308b\u4f5c\u696d\u304b\u3089\u3002<\/p>\n\n\n\n
ubuntu-drivers devices<\/code>\u3067\u63a8\u5968\u30c9\u30e9\u30a4\u30d0\uff08nvidia-driver-575\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3082\u306e\u306e\u3001nvidia-smi<\/code>\u3092\u5b9f\u884c\u3057\u3066\u3082GPU\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u3002\u8a66\u884c\u932f\u8aa4\u306e\u672b\u3001nvidia-driver-575-open<\/code>\u306b\u5207\u308a\u66ff\u3048\u305f\u3089\u52d5\u4f5c\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n\u30cd\u30c3\u30c8\u4e0a\u3067\u306f\u300c-open\u30c9\u30e9\u30a4\u30d0\u306f\u8981\u6ce8\u610f\u300d\u3068\u3044\u3046\u60c5\u5831\u3082\u3042\u308b\u3051\u3069\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u30b0\u30e9\u30dc\u306e\u7d44\u307f\u5408\u308f\u305b\u6b21\u7b2c\u307f\u305f\u3044\u3002\u305d\u306e\u5f8c\u3082\u554f\u984c\u306a\u304f\u52d5\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\uff08\uff12\uff09CPU\u547d\u4ee4\u30bb\u30c3\u30c8\u306e\u8a2d\u5b9a (06\/12)<\/strong><\/h4>\n\n\n\n\u30b2\u30b9\u30c8\u5185\u3067CPU\u306e\u547d\u4ee4\u30bb\u30c3\u30c8\u304c\u8db3\u308a\u306a\u3044\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3002<\/p>\n\n\n\n
Proxmox VE\u306e\u30c7\u30d5\u30a9\u30eb\u30c8CPU\u8a2d\u5b9a\u300cx86-64-v2-AES\u300d\u3092\u300cHost\u300d\u306b\u5909\u66f4\u3057\u3066\u89e3\u6c7a\u3002\u30b2\u30b9\u30c8\u8a2d\u5b9a \u2192 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u2192 \u30d7\u30ed\u30bb\u30c3\u30b5 \u2192 \u7a2e\u5225\u304b\u3089\u5909\u66f4\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3067\u30db\u30b9\u30c8CPU\u306e\u5168\u6a5f\u80fd\u304c\u30b2\u30b9\u30c8\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7570\u306a\u308bCPU\u3092\u6301\u3064\u30db\u30b9\u30c8\u9593\u3067\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u5f71\u97ff\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3051\u3069\u3001\u5358\u4e00\u30db\u30b9\u30c8\u306e\u904b\u7528\u306a\u306e\u3067\u554f\u984c\u306a\u3057\u3002<\/p>\n\n\n\n
\uff08\uff13\uff09GPU\u76e3\u8996\u74b0\u5883\u306e\u69cb\u7bc9 (06\/12\u301c06\/13)<\/strong><\/h4>\n\n\n\nGPU\u3092\u9177\u4f7f\u3059\u308b\u524d\u306b\u76e3\u8996\u74b0\u5883\u3092\u6574\u5099\u3002<\/p>\n\n\n\n
\u30b2\u30b9\u30c8\u306bGPU\u3092\u30d1\u30b9\u30b9\u30eb\u30fc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30db\u30b9\u30c8\u5074\u304b\u3089\u306fGPU\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u307e\u305b\u3093\u3002\u30b2\u30b9\u30c8\u4e0a\u3067DCGM Exporter\uff08Prometheus\u7528Exporter\uff09\u3092\u52d5\u304b\u3057\u3001Grafana\u3067\u53ef\u8996\u5316\u3059\u308b\u69cb\u6210\u306b\u3002Docker\u3067\u52d5\u304b\u3059\u306e\u3067\u3001\u30b2\u30b9\u30c8\u5074\u3067\u5b9f\u884c\u3059\u308b\u306e\u304c\u3061\u3087\u3046\u3069\u3088\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n\n\n\n
NVIDIA\/dcgm-exporter: https:\/\/github.com\/NVIDIA\/dcgm-exporter<\/a><\/p>\n\n\n\nGPU\u6e29\u5ea6\u306e\u30a2\u30e9\u30fc\u30c8\u3082\u8a2d\u5b9a\u3002\u3053\u308c\u3067\u5b89\u5fc3\u3057\u3066GPU\u3092\u4f7f\u3044\u5012\u305b\u307e\u3059\u3002<\/p>\n\n\n\n![\"\"](\"https:\/\/www.wetch.co.jp\/note\/wp-content\/uploads\/2025\/07\/Capture-2025-07-07-141636-1024x257.png\")
<\/figure>\n\n\n\n
\n\n\n\nVibe Coding\u306f\u3058\u3081\u307e\u3057\u305f (06\/13\u301c06\/19)<\/strong><\/h3>\n\n\n\n6\u6708\u4e2d\u65ec\u3001Claude Code\u3092\u4f7f\u3063\u305f\u958b\u767a\u3092\u672c\u683c\u7684\u306b\u8a66\u3057\u307e\u3057\u305f\u3002\u793e\u5185\u306e\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u984c\u6750\u306b\u3001\u307b\u307c\u5168\u3066\u306e\u30b3\u30fc\u30c9\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u66f8\u3044\u3066\u3082\u3089\u3046\u300cVibe Coding\u300d\u306b\u6311\u6226\u3002<\/p>\n\n\n\n
\uff08\uff11\uff09\u8a08\u753b\u7acb\u6848\u3068\u521d\u65e5\u306e\u6210\u679c (06\/13)<\/strong><\/h4>\n\n\n\n\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u30ec\u30d9\u30eb\u3067\u4f5c\u3063\u3066\u3044\u305f\u30a2\u30d7\u30ea\u3092\u672c\u683c\u59cb\u52d5\u3055\u305b\u308b\u3053\u3068\u306b\u3002\u4eba\u9593\u304c\u4e381\u65e5\u304b\u3051\u3066\u4ed5\u69d8\u66f8\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u4ed5\u69d8\u66f8\u3068\u30e2\u30c3\u30af\u3092\u898b\u305b\u3066\u958b\u767a\u8a08\u753b\u3092\u7acb\u3066\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u8a08\u753b\u6bb5\u968e\u3060\u3051\u306fClaude Code\u3092Opus\u30e2\u30c7\u30eb\u306b\u5207\u308a\u66ff\u3048\u3066\u5b9f\u884c\u3002\u4ed5\u69d8\u66f8\u306e\u610f\u56f3\u3092\u7684\u78ba\u306b\u6c72\u307f\u53d6\u308a\u3001\u6280\u8853\u9078\u5b9a\u304b\u3089\u5b9f\u88c5\u9806\u5e8f\u307e\u3067\u3001\u3068\u3066\u3082\u52d8\u3088\u304f\u8a08\u753b\u3092\u7acb\u3066\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u3084\u306f\u308aOpus\u306f\u8a08\u753b\u7acb\u6848\u304c\u5f97\u610f\u3002<\/p>\n\n\n\n
\u521d\u65e5\u306f\u534a\u65e5\u3067\u5168\u4f53\u306e1\/3\u7a0b\u5ea6\u304c\u9032\u884c\u3002\u81ea\u5206\u304c\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u306f\u7247\u624b\u3067\u6570\u3048\u3089\u308c\u308b\u7a0b\u5ea6\u3002\u30e4\u30d0\u3044\u3002<\/p>\n\n\n\n
\uff08\uff12\uff09\u9a5a\u7570\u7684\u306a\u958b\u767a\u901f\u5ea6 (06\/16\u301c06\/17)<\/strong><\/h4>\n\n\n\n\u4e00\u9031\u9593\u304b\u304b\u308b\u3068\u898b\u7a4d\u3082\u3063\u3066\u3044\u305fAPI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068Nuxt\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u5b9f\u88c5\u304c\u3001\u4e8c\u65e5\u3067\u307b\u307c\u5b8c\u6210\u3002\u30a2\u30a4\u30b3\u30f3\u304c\u6b32\u3057\u3044\u3068\u8a00\u3063\u305f\u3089SVG\u3067\u63cf\u3044\u3066\u304f\u308c\u305f\u308a\u3001\u30e2\u30c3\u30af\u306b\u306f\u7121\u304b\u3063\u305f\u65b0\u6a5f\u80fd\u3082\u4ed5\u69d8\u3092\u4f1d\u3048\u308b\u3060\u3051\u3067\u5b9f\u88c5\u3057\u3066\u304f\u308c\u305f\u308a\u3002<\/p>\n\n\n\n
\u30b3\u30fc\u30c9\u306f\u66f8\u304b\u306a\u304b\u3063\u305f\u3051\u3069\u3001\u7d30\u304b\u306a\u6307\u793a\u306f\u5fc5\u8981\u3067\u3057\u305f\uff1a<\/p>\n\n\n\n
\n- \u300c\u305d\u306e\u51e6\u7406\u306f\u3042\u3063\u3061\u306b\u7f6e\u3044\u305f\u65b9\u304c\u3044\u3044\u3068\u601d\u3046\u300d<\/li>\n\n\n\n
- \u300c\u3053\u3053\u898b\u3066\u3001\u8003\u3048\u76f4\u3057\u3066\u300d<\/li>\n\n\n\n
- \u300c\u305d\u3093\u306a\u5834\u5f53\u305f\u308a\u7684\u306a\u5bfe\u5fdc\u306f\u3084\u3081\u3066\u300d<\/li>\n\n\n\n
- \u300c\u3053\u3053\u4fee\u6b63\u5fd8\u308c\u3066\u308b\u3088\u300d<\/li>\n<\/ul>\n\n\n\n
\u30ec\u30fc\u30c8\u5236\u9650\u3067\u30d5\u30ed\u30f3\u30c8\u6a5f\u80fd\u306e\u8abf\u6574\u4e2d\u306b\u529b\u5c3d\u304d\u305f\u3082\u306e\u306e\u3001\u7d50\u5c40\u4e09\u65e5\u3067\u5168\u5b9f\u88c5\u304c\u5b8c\u4e86\u3002”\u30b3\u30f3\u30d1\u30af\u30c8\u6a5f\u80fd”\u3092\u4f7f\u3046\u3068\u904e\u53bb\u306e\u3053\u3068\u3092\u5fd8\u308c\u304c\u3061\u306a\u306e\u3067\u3001\u4f1a\u8a71\u306e\u4e2d\u3067\u6c7a\u3081\u305f\u3053\u3068\u306f\u65e9\u3081\u306bCLAUDE.md<\/code>\u306b\u8a18\u9332\u3059\u308b\u3088\u3046\u4f1d\u3048\u3066\u304a\u304f\u306e\u304c\u30b3\u30c4\u3002<\/p>\n\n\n\n\uff08\uff13\uff09Cloudflare Workers\u79fb\u884c (06\/18\u301c06\/19)<\/strong><\/h4>\n\n\n\n\u5f53\u521d\u306fHono\uff08Node.js\uff09+ Prisma + PM2\u3067\u30c7\u30d7\u30ed\u30a4\u3057\u3088\u3046\u3068\u3057\u305f\u3051\u3069\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u554f\u984c\u3067\u65ad\u5ff5\u3002tsc\u3067\u306e\u30d3\u30eb\u30c9\u3067\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u6c7a\u304c\u5931\u6557\u3001Vite\u3067\u30d0\u30f3\u30c9\u30eb\u3057\u3066\u3082prisma-client\u306e\u30d1\u30b9\u304c\u89e3\u6c7a\u3067\u304d\u305a\u3002<\/p>\n\n\n\n
\u601d\u3044\u3064\u304d\u3067Cloudflare Workers + D1\u306b\u65b9\u91dd\u8ee2\u63db\u3002Prisma\uff08MySQL\uff09\u304b\u3089D1\uff08SQLite\uff09\u3078\u306e\u66f8\u304d\u63db\u3048\u3082Claude\u306b\u304a\u4efb\u305b\u3057\u30012\u6642\u9593\u5f31\u3067\u79fb\u884c\u5b8c\u4e86\u3002\u30b3\u30de\u30f3\u30c9\u4e00\u767a\u3067\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u624b\u8efd\u3055\u304c\u3044\u3044\u3002\u81ea\u5206\u304c\u3088\u304f\u4f5c\u308b\u898f\u6a21\u306e\u30a2\u30d7\u30ea\u306a\u3089\u7121\u6599\u67a0\u3067\u53ce\u307e\u308b\u306e\u3067\u3001\u4eca\u5f8c\u306f\u7a4d\u6975\u7684\u306b\u4f7f\u3063\u3066\u3044\u304f\u4e88\u5b9a\u3002<\/p>\n\n\n\n
\n\n\n\nZod\u3067\u6761\u4ef6\u306b\u5fdc\u3058\u305f\u52d5\u7684\u306a\u691c\u8a3c\u3092\u5b9f\u88c5\u3059\u308b (06\/03)<\/strong><\/h3>\n\n\n\n\u30d5\u30a9\u30fc\u30e0\u3067\u3088\u304f\u3042\u308b\u300c\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092ON\u306b\u3057\u305f\u3089\u5fc5\u9808\u306b\u306a\u308b\u9805\u76ee\u300d\u306e\u3088\u3046\u306a\u6761\u4ef6\u4ed8\u304d\u691c\u8a3c\u3002z.discriminatedUnion<\/code>\u3092\u4f7f\u3048\u3070\u30b9\u30de\u30fc\u30c8\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\nDefining schemas | Zod: https:\/\/zod.dev\/api?id=discriminated-unions<\/a><\/p>\n\n\n\nconst base = z.object({\n checked: z.boolean(),\n value: z.string(),\n});\n\nconst scheme = z.discriminatedUnion('checked', [\n base.extend({\n checked: z.literal(false),\n }),\n base.extend({\n checked: z.literal(true),\n value: z.string().nonempty({\n message: '\u5024\u306f\u5fc5\u9808\u9805\u76ee\u3067\u3059',\n }),\n }),\n]);\n<\/pre><\/div>\n\n\nTypeScript\u306e\u578b\u3068\u9023\u52d5\u3059\u308b\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3002\u5b9f\u969b\u306e\u578b\u3082\u30e6\u30cb\u30aa\u30f3\u578b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u969b\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff1a<\/p>\n\n\n\n
\n- \u300c\u305d\u306e\u4ed6\u300d\u3092\u9078\u629e\u3057\u305f\u6642\u3060\u3051\u8a73\u7d30\u5165\u529b\u6b04\u304c\u5fc5\u9808\u306b\u306a\u308b\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u914d\u9001\u5148\u3092\u300c\u5225\u306e\u4f4f\u6240\u300d\u306b\u3057\u305f\u6642\u3060\u3051\u4f4f\u6240\u5165\u529b\u304c\u5fc5\u9808\u306b\u306a\u308bEC\u30b5\u30a4\u30c8<\/li>\n\n\n\n
- \u652f\u6255\u3044\u65b9\u6cd5\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u60c5\u5831\u304c\u5909\u308f\u308b\u6c7a\u6e08\u30d5\u30a9\u30fc\u30e0<\/li>\n<\/ul>\n\n\n\n
\u5f93\u6765\u306f\u95a2\u6570\u3092\u66f8\u3044\u3066\u3044\u305f\u51e6\u7406\u304c\u3001\u5ba3\u8a00\u7684\u306b\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4fdd\u5b88\u6027\u3082\u5411\u4e0a\u3057\u3001\u4ed5\u69d8\u5909\u66f4\u306b\u3082\u5f37\u3044\u5b9f\u88c5\u306b\u3002<\/p>\n\n\n\n
\n\n\n\nGrafana Alloy\u306e\u30d5\u30a1\u30a4\u30eb\u8aad\u307f\u8fbc\u307f\u6a29\u9650\u554f\u984c (06\/27)<\/strong><\/h3>\n\n\n\n\u65b0\u3057\u3044\u74b0\u5883\u3067Grafana Alloy\u304c\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3081\u306a\u3044\u554f\u984c\u306b\u906d\u9047\u3057\u307e\u3057\u305f\u3002\u4ed6\u306e\u74b0\u5883\u3067\u306f\u540c\u3058\u8a2d\u5b9a\u3067\u52d5\u3044\u3066\u3044\u305f\u306e\u306b\u3001\u306a\u305c\u304b\u65b0\u74b0\u5883\u3060\u3051\u8aad\u3081\u306a\u3044\u3002<\/p>\n\n\n\n
\u6700\u7d42\u7684\u306bLinux\u306eCapability\u3067\u7279\u6a29\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\uff1a<\/p>\n\n\n\n
setcap CAP_DAC_READ_SEARCH+ep \/usr\/bin\/alloy<\/code><\/pre>\n\n\n\n\u305f\u3060\u3057\u3001\u3053\u306e\u65b9\u6cd5\u306f\u63a8\u5968\u3057\u307e\u305b\u3093<\/strong>\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7684\u306b\u597d\u307e\u3057\u304f\u306a\u3044\u65b9\u6cd5\u3067\u3059\u3057\u3001\u672c\u6765\u306f\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u3084\u30b0\u30eb\u30fc\u30d7\u8a2d\u5b9a\u3067\u89e3\u6c7a\u3059\u3079\u304d\u554f\u984c\u3067\u3059\u3002\u4ed6\u306b\u3082\u69d8\u3005\u306a\u65b9\u6cd5\u3092\u8a66\u3057\u307e\u3057\u305f\u304c\u3001\u3053\u306e\u74b0\u5883\u3067\u306f\u7d50\u5c40\u3053\u308c\u3057\u304b\u52d5\u4f5c\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3042\u304f\u307e\u3067\u6700\u7d42\u624b\u6bb5\u3068\u3057\u3066\u3001\u53c2\u8003\u7a0b\u5ea6\u306b\u7559\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\n\n\n\nGemini API\u3067\u306e\u69cb\u9020\u5316\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u4f75\u7528\u306e\u8a66\u307f (06\/30)<\/strong><\/h3>\n\n\n\nGemini API\u3067\u69cb\u9020\u5316\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u540c\u6642\u306b\u4f7f\u3044\u305f\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u5fdc\u7b54\u3092\u9010\u6b21\u8868\u793a\u3057\u3064\u3064\u3001\u6700\u7d42\u7684\u306b\u306f\u304d\u3061\u3093\u3068\u3057\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6271\u3044\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u3002<\/p>\n\n\n\n
\u6280\u8853\u7684\u306b\u306f\u3001Google\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\uff08@google\/genai\uff09\u306egenerateContentStream<\/code>\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3044\u306a\u304c\u3089\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u30b9\u30ad\u30fc\u30de\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u53ef\u80fd\uff1a<\/p>\n\n\n\nconst result = await model.generateContentStream({\n contents: [{ role: 'user', parts: [{ text: prompt }] }],\n generationConfig: {\n responseMimeType: 'application\/json',\n responseSchema: schema,\n },\n});\n<\/pre><\/div>\n\n\n\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u554f\u984c\u306b\u76f4\u9762\uff1a<\/p>\n\n\n\n
\n- \u30c1\u30e3\u30f3\u30af\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3059\u304e\u308b<\/strong>: 2\u301c3\u56de\u306e\u51fa\u529b\u3067\u5168\u30c7\u30fc\u30bf\u304c\u63c3\u3063\u3066\u3057\u307e\u3044\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u610f\u5473\u304c\u306a\u3044<\/li>\n\n\n\n
- \u4e0d\u5b8c\u5168\u306aJSON\u306e\u30d1\u30fc\u30b9\u30a8\u30e9\u30fc<\/strong>: \u9014\u4e2d\u6bb5\u968e\u3067JSON\u3068\u3057\u3066\u4e0d\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u304c\u9001\u3089\u308c\u3066\u304f\u308b\u305f\u3081\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u304c\u8907\u96d1\u306b<\/li>\n\n\n\n
- LangChain\u3067\u306f\u6a5f\u80fd\u5236\u9650<\/strong>: LangChain\u306eGemini\u5b9f\u88c5\u3067\u306f\u3001\u3053\u306e\u4f75\u7528\u304c\u305d\u3082\u305d\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n\n\n\n
\u7d50\u679c\u3068\u3057\u3066\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3088\u308bUX\u5411\u4e0a\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u3088\u308a\u3082\u3001\u5b9f\u88c5\u306e\u8907\u96d1\u3055\u3068\u30a8\u30e9\u30fc\u983b\u5ea6\u306e\u5897\u52a0\u3068\u3044\u3046\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u65b9\u304c\u5927\u304d\u3044\u3053\u3068\u304c\u5224\u660e\u3002<\/p>\n\n\n\n
\u4ee5\u4e0b\u4e0e\u592a\u8a71<\/strong><\/p>\n\n\n\n\u3053\u306e\u7d50\u8ad6\u306b\u81f3\u308b\u307e\u3067\u306b\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30925\u56de\u3082\u66f8\u304d\u63db\u3048\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n
\n- \u30e2\u30c3\u30af\u30a2\u30c3\u30d7 \u2192 LangChain\u3067\u304a\u8a66\u3057\uff08OpenAI\u30e2\u30c7\u30eb\u4f7f\u7528\uff09<\/li>\n\n\n\n
- \u672c\u683c\u958b\u767a \u2192 OpenAI\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u5168\u9762\u66f8\u304d\u63db\u3048<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u5909\u66f4 \u2192 \u300cGemini\u306e\u65b9\u304c\u901f\u304f\u3066\u5b89\u3044\uff01\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u4e57\u308a\u63db\u3048\u6c7a\u5b9a\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u306eLangChain\u306b\u51fa\u623b\u308a<\/li>\n\n\n\n
- \u6a5f\u80fd\u5236\u9650\u306b\u3076\u3064\u304b\u308b \u2192 Google\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u518d\u5ea6\u66f8\u304d\u63db\u3048<\/li>\n\n\n\n
- \u4f7f\u3044\u52dd\u624b\u304c\u60aa\u3044 \u2192 \u300c\u306a\u304b\u3063\u305f\u3053\u3068\u306b\u3057\u3088\u3046\u300d\u3068LangChain\u306b\u518d\u3005\u5ea6\u623b\u308b<\/li>\n<\/ol>\n\n\n\n
Gemini\u306b\u4e57\u308a\u63db\u3048\u3066\u304b\u3089\u6c17\u3065\u3044\u305f\u3051\u3069\u3001Gemini\u306e\u51fa\u529b\u901f\u5ea6\u306fOpenAI\u3068\u6bd4\u3079\u3066\u5727\u5012\u7684\u306b\u901f\u3044\u3002\u305d\u3082\u305d\u3082\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3053\u3060\u308f\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u306e\u304b\ud83e\udd14\u3068\u3044\u3046\u3002<\/p>\n\n\n\n
\u6551\u3044\u3060\u3063\u305f\u306e\u306f\u3001\u3053\u308c\u304c\u524d\u8ff0\u306eVibe Coding\u3067\u958b\u767a\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3060\u3063\u305f\u3053\u3068\u3002\u521d\u671f\u6bb5\u968e\u3067\u30ec\u30a4\u30e4\u30fc\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63d0\u6848\u3057\u3001Claude Code\u304c\u304d\u3061\u3093\u3068\u5b9f\u88c5\u3057\u3066\u3044\u305f\u304a\u304b\u3052\u3067\u3001\u4f55\u56de\u3082\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u66f8\u304d\u63db\u3048\u305f\u306e\u306b\u5f71\u97ff\u7bc4\u56f2\u306f\u9a5a\u304f\u307b\u3069\u5c0f\u3055\u304f\u6e08\u307f\u307e\u3057\u305f\u3002LLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u51e6\u7406\u304c\u9069\u5207\u306b\u62bd\u8c61\u5316\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u5c64\u306e\u4fee\u6b63\u3060\u3051\u3067\u5bfe\u5fdc\u3067\u304d\u305f\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n
\u5f97\u305f\u6559\u8a13\uff1a\u6700\u521d\u304b\u3089\u59a5\u5354\u70b9\u3092\u898b\u3064\u3051\u3066\u304a\u304f\u3079\u304d\u3060\u3063\u305f<\/strong>\uff08\u305d\u3057\u3066Claude Code\u306f\u512a\u79c0\uff09\u3002<\/p>\n\n\n\n\u304a\u308f\u308a<\/strong><\/h2>\n\n\n\nAI\u30de\u30b7\u30f3\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3067\u74b0\u5883\u3082\u6574\u3063\u305f\u306e\u3067\u3001\u3044\u3088\u3044\u3088\u672c\u683c\u7684\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3084\u753b\u50cf\u751f\u6210\u306b\u6311\u6226\u3057\u3066\u3044\u307e\u3059\u3002\u6b21\u56de\u306f\u5b9f\u969b\u306b\u3053\u308c\u3089\u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3067\u304d\u305f\u3089\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
[\u524d 2025\/05]<\/a> | [\u6b21 2025\/07]<\/a><\/p>\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
\u300cToday I Learned\uff08\u4eca\u65e5\u5b66\u3093\u3060\u3053\u3068\uff09\u300d\u3092\u8a18\u9332\u3059\u308bTIL\u30016\u6708\u306f\u65b0\u30de\u30b7\u30f3\u304c\u7d0d\u54c1\u3055\u308c\u3001GPU\u4eee\u60f3\u5316\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u306e\u69cb\u7bc9\u307e\u3067\u3001\u3044\u308d\u3044\u308d\u8a66\u884c\u932f\u8aa4\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":9,"featured_media":5675,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[214],"tags":[24,25,93,224],"class_list":["post-5673","post","type-post","status-publish","format-standard","has-post-thumbnail","category-214","tag-web","tag-25","tag-ai","tag-til"],"_links":{"self":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts\/5673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/comments?post=5673"}],"version-history":[{"count":0,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts\/5673\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/media\/5675"}],"wp:attachment":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/media?parent=5673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/categories?post=5673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/tags?post=5673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u7d0d\u54c1\u3055\u308c\u305fAI\u30de\u30b7\u30f3\u306b\u306fProxmox VE\u3092\u5c0e\u5165\u3002GPU\u306b\u306f\u3001VRAM 16GB\u3092\u642d\u8f09\u3057\u306a\u304c\u3089\u6bd4\u8f03\u7684\u304a\u624b\u9803\u306a\u4fa1\u683c\u306eRTX 5060 Ti\u3092\u9078\u629e\u3057\u307e\u3057\u305f\u3002\u305d\u3053\u305d\u3053\u306e\u30ed\u30fc\u30ab\u30ebAI\u3092\u52d5\u304b\u3059\u306b\u306f\u5341\u5206\u306a\u30b9\u30da\u30c3\u30af\u3067\u3059\u3002<\/p>\n\n\n\n
\u9ad8\u6027\u80fd\u306a\u30db\u30b9\u30c8\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001GPU\u30d1\u30b9\u30b9\u30eb\u30fc\u3057\u305f\u4eee\u60f3\u30de\u30b7\u30f3\u4ee5\u5916\u306b\u3082\u69d8\u3005\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30e1\u30e2\u30ea\u30ab\u30c4\u30ab\u30c4\u3060\u3063\u305f\u4ed6\u306ePVE\u304b\u3089\u3044\u304f\u3064\u304b\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5f15\u3063\u8d8a\u3057\u3067\u304d\u3066\u3001\u904b\u7528\u9762\u3067\u3082\u304b\u306a\u308a\u697d\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\uff08\uff11\uff09GPU\u30c9\u30e9\u30a4\u30d0\u306e\u3042\u308c\u3053\u308c (06\/11)<\/strong><\/h4>\n\n\n\nGPU\u30d1\u30b9\u30b9\u30eb\u30fc\u3092\u8a2d\u5b9a\u3057\u305f\u4eee\u60f3\u30de\u30b7\u30f3\uff08Ubuntu Desktop 24.04\uff09\u3067GPU\u3092\u8a8d\u8b58\u3055\u305b\u308b\u4f5c\u696d\u304b\u3089\u3002<\/p>\n\n\n\n
ubuntu-drivers devices<\/code>\u3067\u63a8\u5968\u30c9\u30e9\u30a4\u30d0\uff08nvidia-driver-575\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3082\u306e\u306e\u3001nvidia-smi<\/code>\u3092\u5b9f\u884c\u3057\u3066\u3082GPU\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u3002\u8a66\u884c\u932f\u8aa4\u306e\u672b\u3001nvidia-driver-575-open<\/code>\u306b\u5207\u308a\u66ff\u3048\u305f\u3089\u52d5\u4f5c\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n\u30cd\u30c3\u30c8\u4e0a\u3067\u306f\u300c-open\u30c9\u30e9\u30a4\u30d0\u306f\u8981\u6ce8\u610f\u300d\u3068\u3044\u3046\u60c5\u5831\u3082\u3042\u308b\u3051\u3069\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u30b0\u30e9\u30dc\u306e\u7d44\u307f\u5408\u308f\u305b\u6b21\u7b2c\u307f\u305f\u3044\u3002\u305d\u306e\u5f8c\u3082\u554f\u984c\u306a\u304f\u52d5\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\uff08\uff12\uff09CPU\u547d\u4ee4\u30bb\u30c3\u30c8\u306e\u8a2d\u5b9a (06\/12)<\/strong><\/h4>\n\n\n\n\u30b2\u30b9\u30c8\u5185\u3067CPU\u306e\u547d\u4ee4\u30bb\u30c3\u30c8\u304c\u8db3\u308a\u306a\u3044\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3002<\/p>\n\n\n\n
Proxmox VE\u306e\u30c7\u30d5\u30a9\u30eb\u30c8CPU\u8a2d\u5b9a\u300cx86-64-v2-AES\u300d\u3092\u300cHost\u300d\u306b\u5909\u66f4\u3057\u3066\u89e3\u6c7a\u3002\u30b2\u30b9\u30c8\u8a2d\u5b9a \u2192 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u2192 \u30d7\u30ed\u30bb\u30c3\u30b5 \u2192 \u7a2e\u5225\u304b\u3089\u5909\u66f4\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3067\u30db\u30b9\u30c8CPU\u306e\u5168\u6a5f\u80fd\u304c\u30b2\u30b9\u30c8\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7570\u306a\u308bCPU\u3092\u6301\u3064\u30db\u30b9\u30c8\u9593\u3067\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u5f71\u97ff\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3051\u3069\u3001\u5358\u4e00\u30db\u30b9\u30c8\u306e\u904b\u7528\u306a\u306e\u3067\u554f\u984c\u306a\u3057\u3002<\/p>\n\n\n\n
\uff08\uff13\uff09GPU\u76e3\u8996\u74b0\u5883\u306e\u69cb\u7bc9 (06\/12\u301c06\/13)<\/strong><\/h4>\n\n\n\nGPU\u3092\u9177\u4f7f\u3059\u308b\u524d\u306b\u76e3\u8996\u74b0\u5883\u3092\u6574\u5099\u3002<\/p>\n\n\n\n
\u30b2\u30b9\u30c8\u306bGPU\u3092\u30d1\u30b9\u30b9\u30eb\u30fc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30db\u30b9\u30c8\u5074\u304b\u3089\u306fGPU\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u307e\u305b\u3093\u3002\u30b2\u30b9\u30c8\u4e0a\u3067DCGM Exporter\uff08Prometheus\u7528Exporter\uff09\u3092\u52d5\u304b\u3057\u3001Grafana\u3067\u53ef\u8996\u5316\u3059\u308b\u69cb\u6210\u306b\u3002Docker\u3067\u52d5\u304b\u3059\u306e\u3067\u3001\u30b2\u30b9\u30c8\u5074\u3067\u5b9f\u884c\u3059\u308b\u306e\u304c\u3061\u3087\u3046\u3069\u3088\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n\n\n\n
NVIDIA\/dcgm-exporter: https:\/\/github.com\/NVIDIA\/dcgm-exporter<\/a><\/p>\n\n\n\nGPU\u6e29\u5ea6\u306e\u30a2\u30e9\u30fc\u30c8\u3082\u8a2d\u5b9a\u3002\u3053\u308c\u3067\u5b89\u5fc3\u3057\u3066GPU\u3092\u4f7f\u3044\u5012\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<\/figure>\n\n\n\n
\n\n\n\nVibe Coding\u306f\u3058\u3081\u307e\u3057\u305f (06\/13\u301c06\/19)<\/strong><\/h3>\n\n\n\n6\u6708\u4e2d\u65ec\u3001Claude Code\u3092\u4f7f\u3063\u305f\u958b\u767a\u3092\u672c\u683c\u7684\u306b\u8a66\u3057\u307e\u3057\u305f\u3002\u793e\u5185\u306e\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u984c\u6750\u306b\u3001\u307b\u307c\u5168\u3066\u306e\u30b3\u30fc\u30c9\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u66f8\u3044\u3066\u3082\u3089\u3046\u300cVibe Coding\u300d\u306b\u6311\u6226\u3002<\/p>\n\n\n\n
\uff08\uff11\uff09\u8a08\u753b\u7acb\u6848\u3068\u521d\u65e5\u306e\u6210\u679c (06\/13)<\/strong><\/h4>\n\n\n\n\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u30ec\u30d9\u30eb\u3067\u4f5c\u3063\u3066\u3044\u305f\u30a2\u30d7\u30ea\u3092\u672c\u683c\u59cb\u52d5\u3055\u305b\u308b\u3053\u3068\u306b\u3002\u4eba\u9593\u304c\u4e381\u65e5\u304b\u3051\u3066\u4ed5\u69d8\u66f8\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u4ed5\u69d8\u66f8\u3068\u30e2\u30c3\u30af\u3092\u898b\u305b\u3066\u958b\u767a\u8a08\u753b\u3092\u7acb\u3066\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u8a08\u753b\u6bb5\u968e\u3060\u3051\u306fClaude Code\u3092Opus\u30e2\u30c7\u30eb\u306b\u5207\u308a\u66ff\u3048\u3066\u5b9f\u884c\u3002\u4ed5\u69d8\u66f8\u306e\u610f\u56f3\u3092\u7684\u78ba\u306b\u6c72\u307f\u53d6\u308a\u3001\u6280\u8853\u9078\u5b9a\u304b\u3089\u5b9f\u88c5\u9806\u5e8f\u307e\u3067\u3001\u3068\u3066\u3082\u52d8\u3088\u304f\u8a08\u753b\u3092\u7acb\u3066\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u3084\u306f\u308aOpus\u306f\u8a08\u753b\u7acb\u6848\u304c\u5f97\u610f\u3002<\/p>\n\n\n\n
\u521d\u65e5\u306f\u534a\u65e5\u3067\u5168\u4f53\u306e1\/3\u7a0b\u5ea6\u304c\u9032\u884c\u3002\u81ea\u5206\u304c\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u306f\u7247\u624b\u3067\u6570\u3048\u3089\u308c\u308b\u7a0b\u5ea6\u3002\u30e4\u30d0\u3044\u3002<\/p>\n\n\n\n
\uff08\uff12\uff09\u9a5a\u7570\u7684\u306a\u958b\u767a\u901f\u5ea6 (06\/16\u301c06\/17)<\/strong><\/h4>\n\n\n\n\u4e00\u9031\u9593\u304b\u304b\u308b\u3068\u898b\u7a4d\u3082\u3063\u3066\u3044\u305fAPI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068Nuxt\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u5b9f\u88c5\u304c\u3001\u4e8c\u65e5\u3067\u307b\u307c\u5b8c\u6210\u3002\u30a2\u30a4\u30b3\u30f3\u304c\u6b32\u3057\u3044\u3068\u8a00\u3063\u305f\u3089SVG\u3067\u63cf\u3044\u3066\u304f\u308c\u305f\u308a\u3001\u30e2\u30c3\u30af\u306b\u306f\u7121\u304b\u3063\u305f\u65b0\u6a5f\u80fd\u3082\u4ed5\u69d8\u3092\u4f1d\u3048\u308b\u3060\u3051\u3067\u5b9f\u88c5\u3057\u3066\u304f\u308c\u305f\u308a\u3002<\/p>\n\n\n\n
\u30b3\u30fc\u30c9\u306f\u66f8\u304b\u306a\u304b\u3063\u305f\u3051\u3069\u3001\u7d30\u304b\u306a\u6307\u793a\u306f\u5fc5\u8981\u3067\u3057\u305f\uff1a<\/p>\n\n\n\n
\n- \u300c\u305d\u306e\u51e6\u7406\u306f\u3042\u3063\u3061\u306b\u7f6e\u3044\u305f\u65b9\u304c\u3044\u3044\u3068\u601d\u3046\u300d<\/li>\n\n\n\n
- \u300c\u3053\u3053\u898b\u3066\u3001\u8003\u3048\u76f4\u3057\u3066\u300d<\/li>\n\n\n\n
- \u300c\u305d\u3093\u306a\u5834\u5f53\u305f\u308a\u7684\u306a\u5bfe\u5fdc\u306f\u3084\u3081\u3066\u300d<\/li>\n\n\n\n
- \u300c\u3053\u3053\u4fee\u6b63\u5fd8\u308c\u3066\u308b\u3088\u300d<\/li>\n<\/ul>\n\n\n\n
\u30ec\u30fc\u30c8\u5236\u9650\u3067\u30d5\u30ed\u30f3\u30c8\u6a5f\u80fd\u306e\u8abf\u6574\u4e2d\u306b\u529b\u5c3d\u304d\u305f\u3082\u306e\u306e\u3001\u7d50\u5c40\u4e09\u65e5\u3067\u5168\u5b9f\u88c5\u304c\u5b8c\u4e86\u3002”\u30b3\u30f3\u30d1\u30af\u30c8\u6a5f\u80fd”\u3092\u4f7f\u3046\u3068\u904e\u53bb\u306e\u3053\u3068\u3092\u5fd8\u308c\u304c\u3061\u306a\u306e\u3067\u3001\u4f1a\u8a71\u306e\u4e2d\u3067\u6c7a\u3081\u305f\u3053\u3068\u306f\u65e9\u3081\u306bCLAUDE.md<\/code>\u306b\u8a18\u9332\u3059\u308b\u3088\u3046\u4f1d\u3048\u3066\u304a\u304f\u306e\u304c\u30b3\u30c4\u3002<\/p>\n\n\n\n\uff08\uff13\uff09Cloudflare Workers\u79fb\u884c (06\/18\u301c06\/19)<\/strong><\/h4>\n\n\n\n\u5f53\u521d\u306fHono\uff08Node.js\uff09+ Prisma + PM2\u3067\u30c7\u30d7\u30ed\u30a4\u3057\u3088\u3046\u3068\u3057\u305f\u3051\u3069\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u554f\u984c\u3067\u65ad\u5ff5\u3002tsc\u3067\u306e\u30d3\u30eb\u30c9\u3067\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u6c7a\u304c\u5931\u6557\u3001Vite\u3067\u30d0\u30f3\u30c9\u30eb\u3057\u3066\u3082prisma-client\u306e\u30d1\u30b9\u304c\u89e3\u6c7a\u3067\u304d\u305a\u3002<\/p>\n\n\n\n
\u601d\u3044\u3064\u304d\u3067Cloudflare Workers + D1\u306b\u65b9\u91dd\u8ee2\u63db\u3002Prisma\uff08MySQL\uff09\u304b\u3089D1\uff08SQLite\uff09\u3078\u306e\u66f8\u304d\u63db\u3048\u3082Claude\u306b\u304a\u4efb\u305b\u3057\u30012\u6642\u9593\u5f31\u3067\u79fb\u884c\u5b8c\u4e86\u3002\u30b3\u30de\u30f3\u30c9\u4e00\u767a\u3067\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u624b\u8efd\u3055\u304c\u3044\u3044\u3002\u81ea\u5206\u304c\u3088\u304f\u4f5c\u308b\u898f\u6a21\u306e\u30a2\u30d7\u30ea\u306a\u3089\u7121\u6599\u67a0\u3067\u53ce\u307e\u308b\u306e\u3067\u3001\u4eca\u5f8c\u306f\u7a4d\u6975\u7684\u306b\u4f7f\u3063\u3066\u3044\u304f\u4e88\u5b9a\u3002<\/p>\n\n\n\n
\n\n\n\nZod\u3067\u6761\u4ef6\u306b\u5fdc\u3058\u305f\u52d5\u7684\u306a\u691c\u8a3c\u3092\u5b9f\u88c5\u3059\u308b (06\/03)<\/strong><\/h3>\n\n\n\n\u30d5\u30a9\u30fc\u30e0\u3067\u3088\u304f\u3042\u308b\u300c\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092ON\u306b\u3057\u305f\u3089\u5fc5\u9808\u306b\u306a\u308b\u9805\u76ee\u300d\u306e\u3088\u3046\u306a\u6761\u4ef6\u4ed8\u304d\u691c\u8a3c\u3002z.discriminatedUnion<\/code>\u3092\u4f7f\u3048\u3070\u30b9\u30de\u30fc\u30c8\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\nDefining schemas | Zod: https:\/\/zod.dev\/api?id=discriminated-unions<\/a><\/p>\n\n\n\nconst base = z.object({\n checked: z.boolean(),\n value: z.string(),\n});\n\nconst scheme = z.discriminatedUnion('checked', [\n base.extend({\n checked: z.literal(false),\n }),\n base.extend({\n checked: z.literal(true),\n value: z.string().nonempty({\n message: '\u5024\u306f\u5fc5\u9808\u9805\u76ee\u3067\u3059',\n }),\n }),\n]);\n<\/pre><\/div>\n\n\nTypeScript\u306e\u578b\u3068\u9023\u52d5\u3059\u308b\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3002\u5b9f\u969b\u306e\u578b\u3082\u30e6\u30cb\u30aa\u30f3\u578b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u969b\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff1a<\/p>\n\n\n\n
\n- \u300c\u305d\u306e\u4ed6\u300d\u3092\u9078\u629e\u3057\u305f\u6642\u3060\u3051\u8a73\u7d30\u5165\u529b\u6b04\u304c\u5fc5\u9808\u306b\u306a\u308b\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u914d\u9001\u5148\u3092\u300c\u5225\u306e\u4f4f\u6240\u300d\u306b\u3057\u305f\u6642\u3060\u3051\u4f4f\u6240\u5165\u529b\u304c\u5fc5\u9808\u306b\u306a\u308bEC\u30b5\u30a4\u30c8<\/li>\n\n\n\n
- \u652f\u6255\u3044\u65b9\u6cd5\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u60c5\u5831\u304c\u5909\u308f\u308b\u6c7a\u6e08\u30d5\u30a9\u30fc\u30e0<\/li>\n<\/ul>\n\n\n\n
\u5f93\u6765\u306f\u95a2\u6570\u3092\u66f8\u3044\u3066\u3044\u305f\u51e6\u7406\u304c\u3001\u5ba3\u8a00\u7684\u306b\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4fdd\u5b88\u6027\u3082\u5411\u4e0a\u3057\u3001\u4ed5\u69d8\u5909\u66f4\u306b\u3082\u5f37\u3044\u5b9f\u88c5\u306b\u3002<\/p>\n\n\n\n
\n\n\n\nGrafana Alloy\u306e\u30d5\u30a1\u30a4\u30eb\u8aad\u307f\u8fbc\u307f\u6a29\u9650\u554f\u984c (06\/27)<\/strong><\/h3>\n\n\n\n\u65b0\u3057\u3044\u74b0\u5883\u3067Grafana Alloy\u304c\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3081\u306a\u3044\u554f\u984c\u306b\u906d\u9047\u3057\u307e\u3057\u305f\u3002\u4ed6\u306e\u74b0\u5883\u3067\u306f\u540c\u3058\u8a2d\u5b9a\u3067\u52d5\u3044\u3066\u3044\u305f\u306e\u306b\u3001\u306a\u305c\u304b\u65b0\u74b0\u5883\u3060\u3051\u8aad\u3081\u306a\u3044\u3002<\/p>\n\n\n\n
\u6700\u7d42\u7684\u306bLinux\u306eCapability\u3067\u7279\u6a29\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\uff1a<\/p>\n\n\n\n
setcap CAP_DAC_READ_SEARCH+ep \/usr\/bin\/alloy<\/code><\/pre>\n\n\n\n\u305f\u3060\u3057\u3001\u3053\u306e\u65b9\u6cd5\u306f\u63a8\u5968\u3057\u307e\u305b\u3093<\/strong>\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7684\u306b\u597d\u307e\u3057\u304f\u306a\u3044\u65b9\u6cd5\u3067\u3059\u3057\u3001\u672c\u6765\u306f\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u3084\u30b0\u30eb\u30fc\u30d7\u8a2d\u5b9a\u3067\u89e3\u6c7a\u3059\u3079\u304d\u554f\u984c\u3067\u3059\u3002\u4ed6\u306b\u3082\u69d8\u3005\u306a\u65b9\u6cd5\u3092\u8a66\u3057\u307e\u3057\u305f\u304c\u3001\u3053\u306e\u74b0\u5883\u3067\u306f\u7d50\u5c40\u3053\u308c\u3057\u304b\u52d5\u4f5c\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3042\u304f\u307e\u3067\u6700\u7d42\u624b\u6bb5\u3068\u3057\u3066\u3001\u53c2\u8003\u7a0b\u5ea6\u306b\u7559\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\n\n\n\nGemini API\u3067\u306e\u69cb\u9020\u5316\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u4f75\u7528\u306e\u8a66\u307f (06\/30)<\/strong><\/h3>\n\n\n\nGemini API\u3067\u69cb\u9020\u5316\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u540c\u6642\u306b\u4f7f\u3044\u305f\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u5fdc\u7b54\u3092\u9010\u6b21\u8868\u793a\u3057\u3064\u3064\u3001\u6700\u7d42\u7684\u306b\u306f\u304d\u3061\u3093\u3068\u3057\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6271\u3044\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u3002<\/p>\n\n\n\n
\u6280\u8853\u7684\u306b\u306f\u3001Google\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\uff08@google\/genai\uff09\u306egenerateContentStream<\/code>\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3044\u306a\u304c\u3089\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u30b9\u30ad\u30fc\u30de\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u53ef\u80fd\uff1a<\/p>\n\n\n\nconst result = await model.generateContentStream({\n contents: [{ role: 'user', parts: [{ text: prompt }] }],\n generationConfig: {\n responseMimeType: 'application\/json',\n responseSchema: schema,\n },\n});\n<\/pre><\/div>\n\n\n\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u554f\u984c\u306b\u76f4\u9762\uff1a<\/p>\n\n\n\n
\n- \u30c1\u30e3\u30f3\u30af\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3059\u304e\u308b<\/strong>: 2\u301c3\u56de\u306e\u51fa\u529b\u3067\u5168\u30c7\u30fc\u30bf\u304c\u63c3\u3063\u3066\u3057\u307e\u3044\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u610f\u5473\u304c\u306a\u3044<\/li>\n\n\n\n
- \u4e0d\u5b8c\u5168\u306aJSON\u306e\u30d1\u30fc\u30b9\u30a8\u30e9\u30fc<\/strong>: \u9014\u4e2d\u6bb5\u968e\u3067JSON\u3068\u3057\u3066\u4e0d\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u304c\u9001\u3089\u308c\u3066\u304f\u308b\u305f\u3081\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u304c\u8907\u96d1\u306b<\/li>\n\n\n\n
- LangChain\u3067\u306f\u6a5f\u80fd\u5236\u9650<\/strong>: LangChain\u306eGemini\u5b9f\u88c5\u3067\u306f\u3001\u3053\u306e\u4f75\u7528\u304c\u305d\u3082\u305d\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n\n\n\n
\u7d50\u679c\u3068\u3057\u3066\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3088\u308bUX\u5411\u4e0a\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u3088\u308a\u3082\u3001\u5b9f\u88c5\u306e\u8907\u96d1\u3055\u3068\u30a8\u30e9\u30fc\u983b\u5ea6\u306e\u5897\u52a0\u3068\u3044\u3046\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u65b9\u304c\u5927\u304d\u3044\u3053\u3068\u304c\u5224\u660e\u3002<\/p>\n\n\n\n
\u4ee5\u4e0b\u4e0e\u592a\u8a71<\/strong><\/p>\n\n\n\n\u3053\u306e\u7d50\u8ad6\u306b\u81f3\u308b\u307e\u3067\u306b\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30925\u56de\u3082\u66f8\u304d\u63db\u3048\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n
\n- \u30e2\u30c3\u30af\u30a2\u30c3\u30d7 \u2192 LangChain\u3067\u304a\u8a66\u3057\uff08OpenAI\u30e2\u30c7\u30eb\u4f7f\u7528\uff09<\/li>\n\n\n\n
- \u672c\u683c\u958b\u767a \u2192 OpenAI\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u5168\u9762\u66f8\u304d\u63db\u3048<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u5909\u66f4 \u2192 \u300cGemini\u306e\u65b9\u304c\u901f\u304f\u3066\u5b89\u3044\uff01\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u4e57\u308a\u63db\u3048\u6c7a\u5b9a\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u306eLangChain\u306b\u51fa\u623b\u308a<\/li>\n\n\n\n
- \u6a5f\u80fd\u5236\u9650\u306b\u3076\u3064\u304b\u308b \u2192 Google\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u518d\u5ea6\u66f8\u304d\u63db\u3048<\/li>\n\n\n\n
- \u4f7f\u3044\u52dd\u624b\u304c\u60aa\u3044 \u2192 \u300c\u306a\u304b\u3063\u305f\u3053\u3068\u306b\u3057\u3088\u3046\u300d\u3068LangChain\u306b\u518d\u3005\u5ea6\u623b\u308b<\/li>\n<\/ol>\n\n\n\n
Gemini\u306b\u4e57\u308a\u63db\u3048\u3066\u304b\u3089\u6c17\u3065\u3044\u305f\u3051\u3069\u3001Gemini\u306e\u51fa\u529b\u901f\u5ea6\u306fOpenAI\u3068\u6bd4\u3079\u3066\u5727\u5012\u7684\u306b\u901f\u3044\u3002\u305d\u3082\u305d\u3082\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3053\u3060\u308f\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u306e\u304b\ud83e\udd14\u3068\u3044\u3046\u3002<\/p>\n\n\n\n
\u6551\u3044\u3060\u3063\u305f\u306e\u306f\u3001\u3053\u308c\u304c\u524d\u8ff0\u306eVibe Coding\u3067\u958b\u767a\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3060\u3063\u305f\u3053\u3068\u3002\u521d\u671f\u6bb5\u968e\u3067\u30ec\u30a4\u30e4\u30fc\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63d0\u6848\u3057\u3001Claude Code\u304c\u304d\u3061\u3093\u3068\u5b9f\u88c5\u3057\u3066\u3044\u305f\u304a\u304b\u3052\u3067\u3001\u4f55\u56de\u3082\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u66f8\u304d\u63db\u3048\u305f\u306e\u306b\u5f71\u97ff\u7bc4\u56f2\u306f\u9a5a\u304f\u307b\u3069\u5c0f\u3055\u304f\u6e08\u307f\u307e\u3057\u305f\u3002LLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u51e6\u7406\u304c\u9069\u5207\u306b\u62bd\u8c61\u5316\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u5c64\u306e\u4fee\u6b63\u3060\u3051\u3067\u5bfe\u5fdc\u3067\u304d\u305f\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n
\u5f97\u305f\u6559\u8a13\uff1a\u6700\u521d\u304b\u3089\u59a5\u5354\u70b9\u3092\u898b\u3064\u3051\u3066\u304a\u304f\u3079\u304d\u3060\u3063\u305f<\/strong>\uff08\u305d\u3057\u3066Claude Code\u306f\u512a\u79c0\uff09\u3002<\/p>\n\n\n\n\u304a\u308f\u308a<\/strong><\/h2>\n\n\n\nAI\u30de\u30b7\u30f3\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3067\u74b0\u5883\u3082\u6574\u3063\u305f\u306e\u3067\u3001\u3044\u3088\u3044\u3088\u672c\u683c\u7684\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3084\u753b\u50cf\u751f\u6210\u306b\u6311\u6226\u3057\u3066\u3044\u307e\u3059\u3002\u6b21\u56de\u306f\u5b9f\u969b\u306b\u3053\u308c\u3089\u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3067\u304d\u305f\u3089\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
[\u524d 2025\/05]<\/a> | [\u6b21 2025\/07]<\/a><\/p>\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
\u300cToday I Learned\uff08\u4eca\u65e5\u5b66\u3093\u3060\u3053\u3068\uff09\u300d\u3092\u8a18\u9332\u3059\u308bTIL\u30016\u6708\u306f\u65b0\u30de\u30b7\u30f3\u304c\u7d0d\u54c1\u3055\u308c\u3001GPU\u4eee\u60f3\u5316\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u306e\u69cb\u7bc9\u307e\u3067\u3001\u3044\u308d\u3044\u308d\u8a66\u884c\u932f\u8aa4\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":9,"featured_media":5675,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[214],"tags":[24,25,93,224],"class_list":["post-5673","post","type-post","status-publish","format-standard","has-post-thumbnail","category-214","tag-web","tag-25","tag-ai","tag-til"],"_links":{"self":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts\/5673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/comments?post=5673"}],"version-history":[{"count":0,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts\/5673\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/media\/5675"}],"wp:attachment":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/media?parent=5673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/categories?post=5673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/tags?post=5673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
ubuntu-drivers devices<\/code>\u3067\u63a8\u5968\u30c9\u30e9\u30a4\u30d0\uff08nvidia-driver-575\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3082\u306e\u306e\u3001nvidia-smi<\/code>\u3092\u5b9f\u884c\u3057\u3066\u3082GPU\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u3002\u8a66\u884c\u932f\u8aa4\u306e\u672b\u3001nvidia-driver-575-open<\/code>\u306b\u5207\u308a\u66ff\u3048\u305f\u3089\u52d5\u4f5c\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n\u30cd\u30c3\u30c8\u4e0a\u3067\u306f\u300c-open\u30c9\u30e9\u30a4\u30d0\u306f\u8981\u6ce8\u610f\u300d\u3068\u3044\u3046\u60c5\u5831\u3082\u3042\u308b\u3051\u3069\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u30b0\u30e9\u30dc\u306e\u7d44\u307f\u5408\u308f\u305b\u6b21\u7b2c\u307f\u305f\u3044\u3002\u305d\u306e\u5f8c\u3082\u554f\u984c\u306a\u304f\u52d5\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\uff08\uff12\uff09CPU\u547d\u4ee4\u30bb\u30c3\u30c8\u306e\u8a2d\u5b9a (06\/12)<\/strong><\/h4>\n\n\n\n\u30b2\u30b9\u30c8\u5185\u3067CPU\u306e\u547d\u4ee4\u30bb\u30c3\u30c8\u304c\u8db3\u308a\u306a\u3044\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3002<\/p>\n\n\n\n
Proxmox VE\u306e\u30c7\u30d5\u30a9\u30eb\u30c8CPU\u8a2d\u5b9a\u300cx86-64-v2-AES\u300d\u3092\u300cHost\u300d\u306b\u5909\u66f4\u3057\u3066\u89e3\u6c7a\u3002\u30b2\u30b9\u30c8\u8a2d\u5b9a \u2192 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u2192 \u30d7\u30ed\u30bb\u30c3\u30b5 \u2192 \u7a2e\u5225\u304b\u3089\u5909\u66f4\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3067\u30db\u30b9\u30c8CPU\u306e\u5168\u6a5f\u80fd\u304c\u30b2\u30b9\u30c8\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7570\u306a\u308bCPU\u3092\u6301\u3064\u30db\u30b9\u30c8\u9593\u3067\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u5f71\u97ff\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3051\u3069\u3001\u5358\u4e00\u30db\u30b9\u30c8\u306e\u904b\u7528\u306a\u306e\u3067\u554f\u984c\u306a\u3057\u3002<\/p>\n\n\n\n
\uff08\uff13\uff09GPU\u76e3\u8996\u74b0\u5883\u306e\u69cb\u7bc9 (06\/12\u301c06\/13)<\/strong><\/h4>\n\n\n\nGPU\u3092\u9177\u4f7f\u3059\u308b\u524d\u306b\u76e3\u8996\u74b0\u5883\u3092\u6574\u5099\u3002<\/p>\n\n\n\n
\u30b2\u30b9\u30c8\u306bGPU\u3092\u30d1\u30b9\u30b9\u30eb\u30fc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30db\u30b9\u30c8\u5074\u304b\u3089\u306fGPU\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u307e\u305b\u3093\u3002\u30b2\u30b9\u30c8\u4e0a\u3067DCGM Exporter\uff08Prometheus\u7528Exporter\uff09\u3092\u52d5\u304b\u3057\u3001Grafana\u3067\u53ef\u8996\u5316\u3059\u308b\u69cb\u6210\u306b\u3002Docker\u3067\u52d5\u304b\u3059\u306e\u3067\u3001\u30b2\u30b9\u30c8\u5074\u3067\u5b9f\u884c\u3059\u308b\u306e\u304c\u3061\u3087\u3046\u3069\u3088\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n\n\n\n
NVIDIA\/dcgm-exporter: https:\/\/github.com\/NVIDIA\/dcgm-exporter<\/a><\/p>\n\n\n\nGPU\u6e29\u5ea6\u306e\u30a2\u30e9\u30fc\u30c8\u3082\u8a2d\u5b9a\u3002\u3053\u308c\u3067\u5b89\u5fc3\u3057\u3066GPU\u3092\u4f7f\u3044\u5012\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<\/figure>\n\n\n\n
\n\n\n\nVibe Coding\u306f\u3058\u3081\u307e\u3057\u305f (06\/13\u301c06\/19)<\/strong><\/h3>\n\n\n\n6\u6708\u4e2d\u65ec\u3001Claude Code\u3092\u4f7f\u3063\u305f\u958b\u767a\u3092\u672c\u683c\u7684\u306b\u8a66\u3057\u307e\u3057\u305f\u3002\u793e\u5185\u306e\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u984c\u6750\u306b\u3001\u307b\u307c\u5168\u3066\u306e\u30b3\u30fc\u30c9\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u66f8\u3044\u3066\u3082\u3089\u3046\u300cVibe Coding\u300d\u306b\u6311\u6226\u3002<\/p>\n\n\n\n
\uff08\uff11\uff09\u8a08\u753b\u7acb\u6848\u3068\u521d\u65e5\u306e\u6210\u679c (06\/13)<\/strong><\/h4>\n\n\n\n\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u30ec\u30d9\u30eb\u3067\u4f5c\u3063\u3066\u3044\u305f\u30a2\u30d7\u30ea\u3092\u672c\u683c\u59cb\u52d5\u3055\u305b\u308b\u3053\u3068\u306b\u3002\u4eba\u9593\u304c\u4e381\u65e5\u304b\u3051\u3066\u4ed5\u69d8\u66f8\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u4ed5\u69d8\u66f8\u3068\u30e2\u30c3\u30af\u3092\u898b\u305b\u3066\u958b\u767a\u8a08\u753b\u3092\u7acb\u3066\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u8a08\u753b\u6bb5\u968e\u3060\u3051\u306fClaude Code\u3092Opus\u30e2\u30c7\u30eb\u306b\u5207\u308a\u66ff\u3048\u3066\u5b9f\u884c\u3002\u4ed5\u69d8\u66f8\u306e\u610f\u56f3\u3092\u7684\u78ba\u306b\u6c72\u307f\u53d6\u308a\u3001\u6280\u8853\u9078\u5b9a\u304b\u3089\u5b9f\u88c5\u9806\u5e8f\u307e\u3067\u3001\u3068\u3066\u3082\u52d8\u3088\u304f\u8a08\u753b\u3092\u7acb\u3066\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u3084\u306f\u308aOpus\u306f\u8a08\u753b\u7acb\u6848\u304c\u5f97\u610f\u3002<\/p>\n\n\n\n
\u521d\u65e5\u306f\u534a\u65e5\u3067\u5168\u4f53\u306e1\/3\u7a0b\u5ea6\u304c\u9032\u884c\u3002\u81ea\u5206\u304c\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u306f\u7247\u624b\u3067\u6570\u3048\u3089\u308c\u308b\u7a0b\u5ea6\u3002\u30e4\u30d0\u3044\u3002<\/p>\n\n\n\n
\uff08\uff12\uff09\u9a5a\u7570\u7684\u306a\u958b\u767a\u901f\u5ea6 (06\/16\u301c06\/17)<\/strong><\/h4>\n\n\n\n\u4e00\u9031\u9593\u304b\u304b\u308b\u3068\u898b\u7a4d\u3082\u3063\u3066\u3044\u305fAPI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068Nuxt\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u5b9f\u88c5\u304c\u3001\u4e8c\u65e5\u3067\u307b\u307c\u5b8c\u6210\u3002\u30a2\u30a4\u30b3\u30f3\u304c\u6b32\u3057\u3044\u3068\u8a00\u3063\u305f\u3089SVG\u3067\u63cf\u3044\u3066\u304f\u308c\u305f\u308a\u3001\u30e2\u30c3\u30af\u306b\u306f\u7121\u304b\u3063\u305f\u65b0\u6a5f\u80fd\u3082\u4ed5\u69d8\u3092\u4f1d\u3048\u308b\u3060\u3051\u3067\u5b9f\u88c5\u3057\u3066\u304f\u308c\u305f\u308a\u3002<\/p>\n\n\n\n
\u30b3\u30fc\u30c9\u306f\u66f8\u304b\u306a\u304b\u3063\u305f\u3051\u3069\u3001\u7d30\u304b\u306a\u6307\u793a\u306f\u5fc5\u8981\u3067\u3057\u305f\uff1a<\/p>\n\n\n\n
\n- \u300c\u305d\u306e\u51e6\u7406\u306f\u3042\u3063\u3061\u306b\u7f6e\u3044\u305f\u65b9\u304c\u3044\u3044\u3068\u601d\u3046\u300d<\/li>\n\n\n\n
- \u300c\u3053\u3053\u898b\u3066\u3001\u8003\u3048\u76f4\u3057\u3066\u300d<\/li>\n\n\n\n
- \u300c\u305d\u3093\u306a\u5834\u5f53\u305f\u308a\u7684\u306a\u5bfe\u5fdc\u306f\u3084\u3081\u3066\u300d<\/li>\n\n\n\n
- \u300c\u3053\u3053\u4fee\u6b63\u5fd8\u308c\u3066\u308b\u3088\u300d<\/li>\n<\/ul>\n\n\n\n
\u30ec\u30fc\u30c8\u5236\u9650\u3067\u30d5\u30ed\u30f3\u30c8\u6a5f\u80fd\u306e\u8abf\u6574\u4e2d\u306b\u529b\u5c3d\u304d\u305f\u3082\u306e\u306e\u3001\u7d50\u5c40\u4e09\u65e5\u3067\u5168\u5b9f\u88c5\u304c\u5b8c\u4e86\u3002”\u30b3\u30f3\u30d1\u30af\u30c8\u6a5f\u80fd”\u3092\u4f7f\u3046\u3068\u904e\u53bb\u306e\u3053\u3068\u3092\u5fd8\u308c\u304c\u3061\u306a\u306e\u3067\u3001\u4f1a\u8a71\u306e\u4e2d\u3067\u6c7a\u3081\u305f\u3053\u3068\u306f\u65e9\u3081\u306bCLAUDE.md<\/code>\u306b\u8a18\u9332\u3059\u308b\u3088\u3046\u4f1d\u3048\u3066\u304a\u304f\u306e\u304c\u30b3\u30c4\u3002<\/p>\n\n\n\n\uff08\uff13\uff09Cloudflare Workers\u79fb\u884c (06\/18\u301c06\/19)<\/strong><\/h4>\n\n\n\n\u5f53\u521d\u306fHono\uff08Node.js\uff09+ Prisma + PM2\u3067\u30c7\u30d7\u30ed\u30a4\u3057\u3088\u3046\u3068\u3057\u305f\u3051\u3069\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u554f\u984c\u3067\u65ad\u5ff5\u3002tsc\u3067\u306e\u30d3\u30eb\u30c9\u3067\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u89e3\u6c7a\u304c\u5931\u6557\u3001Vite\u3067\u30d0\u30f3\u30c9\u30eb\u3057\u3066\u3082prisma-client\u306e\u30d1\u30b9\u304c\u89e3\u6c7a\u3067\u304d\u305a\u3002<\/p>\n\n\n\n
\u601d\u3044\u3064\u304d\u3067Cloudflare Workers + D1\u306b\u65b9\u91dd\u8ee2\u63db\u3002Prisma\uff08MySQL\uff09\u304b\u3089D1\uff08SQLite\uff09\u3078\u306e\u66f8\u304d\u63db\u3048\u3082Claude\u306b\u304a\u4efb\u305b\u3057\u30012\u6642\u9593\u5f31\u3067\u79fb\u884c\u5b8c\u4e86\u3002\u30b3\u30de\u30f3\u30c9\u4e00\u767a\u3067\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u624b\u8efd\u3055\u304c\u3044\u3044\u3002\u81ea\u5206\u304c\u3088\u304f\u4f5c\u308b\u898f\u6a21\u306e\u30a2\u30d7\u30ea\u306a\u3089\u7121\u6599\u67a0\u3067\u53ce\u307e\u308b\u306e\u3067\u3001\u4eca\u5f8c\u306f\u7a4d\u6975\u7684\u306b\u4f7f\u3063\u3066\u3044\u304f\u4e88\u5b9a\u3002<\/p>\n\n\n\n
\n\n\n\nZod\u3067\u6761\u4ef6\u306b\u5fdc\u3058\u305f\u52d5\u7684\u306a\u691c\u8a3c\u3092\u5b9f\u88c5\u3059\u308b (06\/03)<\/strong><\/h3>\n\n\n\n\u30d5\u30a9\u30fc\u30e0\u3067\u3088\u304f\u3042\u308b\u300c\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3092ON\u306b\u3057\u305f\u3089\u5fc5\u9808\u306b\u306a\u308b\u9805\u76ee\u300d\u306e\u3088\u3046\u306a\u6761\u4ef6\u4ed8\u304d\u691c\u8a3c\u3002z.discriminatedUnion<\/code>\u3092\u4f7f\u3048\u3070\u30b9\u30de\u30fc\u30c8\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\nDefining schemas | Zod: https:\/\/zod.dev\/api?id=discriminated-unions<\/a><\/p>\n\n\n\nconst base = z.object({\n checked: z.boolean(),\n value: z.string(),\n});\n\nconst scheme = z.discriminatedUnion('checked', [\n base.extend({\n checked: z.literal(false),\n }),\n base.extend({\n checked: z.literal(true),\n value: z.string().nonempty({\n message: '\u5024\u306f\u5fc5\u9808\u9805\u76ee\u3067\u3059',\n }),\n }),\n]);\n<\/pre><\/div>\n\n\nTypeScript\u306e\u578b\u3068\u9023\u52d5\u3059\u308b\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3002\u5b9f\u969b\u306e\u578b\u3082\u30e6\u30cb\u30aa\u30f3\u578b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u969b\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff1a<\/p>\n\n\n\n
\n- \u300c\u305d\u306e\u4ed6\u300d\u3092\u9078\u629e\u3057\u305f\u6642\u3060\u3051\u8a73\u7d30\u5165\u529b\u6b04\u304c\u5fc5\u9808\u306b\u306a\u308b\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u914d\u9001\u5148\u3092\u300c\u5225\u306e\u4f4f\u6240\u300d\u306b\u3057\u305f\u6642\u3060\u3051\u4f4f\u6240\u5165\u529b\u304c\u5fc5\u9808\u306b\u306a\u308bEC\u30b5\u30a4\u30c8<\/li>\n\n\n\n
- \u652f\u6255\u3044\u65b9\u6cd5\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u60c5\u5831\u304c\u5909\u308f\u308b\u6c7a\u6e08\u30d5\u30a9\u30fc\u30e0<\/li>\n<\/ul>\n\n\n\n
\u5f93\u6765\u306f\u95a2\u6570\u3092\u66f8\u3044\u3066\u3044\u305f\u51e6\u7406\u304c\u3001\u5ba3\u8a00\u7684\u306b\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4fdd\u5b88\u6027\u3082\u5411\u4e0a\u3057\u3001\u4ed5\u69d8\u5909\u66f4\u306b\u3082\u5f37\u3044\u5b9f\u88c5\u306b\u3002<\/p>\n\n\n\n
\n\n\n\nGrafana Alloy\u306e\u30d5\u30a1\u30a4\u30eb\u8aad\u307f\u8fbc\u307f\u6a29\u9650\u554f\u984c (06\/27)<\/strong><\/h3>\n\n\n\n\u65b0\u3057\u3044\u74b0\u5883\u3067Grafana Alloy\u304c\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3081\u306a\u3044\u554f\u984c\u306b\u906d\u9047\u3057\u307e\u3057\u305f\u3002\u4ed6\u306e\u74b0\u5883\u3067\u306f\u540c\u3058\u8a2d\u5b9a\u3067\u52d5\u3044\u3066\u3044\u305f\u306e\u306b\u3001\u306a\u305c\u304b\u65b0\u74b0\u5883\u3060\u3051\u8aad\u3081\u306a\u3044\u3002<\/p>\n\n\n\n
\u6700\u7d42\u7684\u306bLinux\u306eCapability\u3067\u7279\u6a29\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\uff1a<\/p>\n\n\n\n
setcap CAP_DAC_READ_SEARCH+ep \/usr\/bin\/alloy<\/code><\/pre>\n\n\n\n\u305f\u3060\u3057\u3001\u3053\u306e\u65b9\u6cd5\u306f\u63a8\u5968\u3057\u307e\u305b\u3093<\/strong>\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7684\u306b\u597d\u307e\u3057\u304f\u306a\u3044\u65b9\u6cd5\u3067\u3059\u3057\u3001\u672c\u6765\u306f\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u3084\u30b0\u30eb\u30fc\u30d7\u8a2d\u5b9a\u3067\u89e3\u6c7a\u3059\u3079\u304d\u554f\u984c\u3067\u3059\u3002\u4ed6\u306b\u3082\u69d8\u3005\u306a\u65b9\u6cd5\u3092\u8a66\u3057\u307e\u3057\u305f\u304c\u3001\u3053\u306e\u74b0\u5883\u3067\u306f\u7d50\u5c40\u3053\u308c\u3057\u304b\u52d5\u4f5c\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3042\u304f\u307e\u3067\u6700\u7d42\u624b\u6bb5\u3068\u3057\u3066\u3001\u53c2\u8003\u7a0b\u5ea6\u306b\u7559\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\n\n\n\nGemini API\u3067\u306e\u69cb\u9020\u5316\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u4f75\u7528\u306e\u8a66\u307f (06\/30)<\/strong><\/h3>\n\n\n\nGemini API\u3067\u69cb\u9020\u5316\u51fa\u529b\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u540c\u6642\u306b\u4f7f\u3044\u305f\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u5fdc\u7b54\u3092\u9010\u6b21\u8868\u793a\u3057\u3064\u3064\u3001\u6700\u7d42\u7684\u306b\u306f\u304d\u3061\u3093\u3068\u3057\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6271\u3044\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u3002<\/p>\n\n\n\n
\u6280\u8853\u7684\u306b\u306f\u3001Google\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\uff08@google\/genai\uff09\u306egenerateContentStream<\/code>\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3044\u306a\u304c\u3089\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u30b9\u30ad\u30fc\u30de\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u53ef\u80fd\uff1a<\/p>\n\n\n\nconst result = await model.generateContentStream({\n contents: [{ role: 'user', parts: [{ text: prompt }] }],\n generationConfig: {\n responseMimeType: 'application\/json',\n responseSchema: schema,\n },\n});\n<\/pre><\/div>\n\n\n\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u554f\u984c\u306b\u76f4\u9762\uff1a<\/p>\n\n\n\n
\n- \u30c1\u30e3\u30f3\u30af\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3059\u304e\u308b<\/strong>: 2\u301c3\u56de\u306e\u51fa\u529b\u3067\u5168\u30c7\u30fc\u30bf\u304c\u63c3\u3063\u3066\u3057\u307e\u3044\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u610f\u5473\u304c\u306a\u3044<\/li>\n\n\n\n
- \u4e0d\u5b8c\u5168\u306aJSON\u306e\u30d1\u30fc\u30b9\u30a8\u30e9\u30fc<\/strong>: \u9014\u4e2d\u6bb5\u968e\u3067JSON\u3068\u3057\u3066\u4e0d\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u304c\u9001\u3089\u308c\u3066\u304f\u308b\u305f\u3081\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u304c\u8907\u96d1\u306b<\/li>\n\n\n\n
- LangChain\u3067\u306f\u6a5f\u80fd\u5236\u9650<\/strong>: LangChain\u306eGemini\u5b9f\u88c5\u3067\u306f\u3001\u3053\u306e\u4f75\u7528\u304c\u305d\u3082\u305d\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n\n\n\n
\u7d50\u679c\u3068\u3057\u3066\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3088\u308bUX\u5411\u4e0a\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u3088\u308a\u3082\u3001\u5b9f\u88c5\u306e\u8907\u96d1\u3055\u3068\u30a8\u30e9\u30fc\u983b\u5ea6\u306e\u5897\u52a0\u3068\u3044\u3046\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u65b9\u304c\u5927\u304d\u3044\u3053\u3068\u304c\u5224\u660e\u3002<\/p>\n\n\n\n
\u4ee5\u4e0b\u4e0e\u592a\u8a71<\/strong><\/p>\n\n\n\n\u3053\u306e\u7d50\u8ad6\u306b\u81f3\u308b\u307e\u3067\u306b\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30925\u56de\u3082\u66f8\u304d\u63db\u3048\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n
\n- \u30e2\u30c3\u30af\u30a2\u30c3\u30d7 \u2192 LangChain\u3067\u304a\u8a66\u3057\uff08OpenAI\u30e2\u30c7\u30eb\u4f7f\u7528\uff09<\/li>\n\n\n\n
- \u672c\u683c\u958b\u767a \u2192 OpenAI\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u5168\u9762\u66f8\u304d\u63db\u3048<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u5909\u66f4 \u2192 \u300cGemini\u306e\u65b9\u304c\u901f\u304f\u3066\u5b89\u3044\uff01\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u4e57\u308a\u63db\u3048\u6c7a\u5b9a\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u306eLangChain\u306b\u51fa\u623b\u308a<\/li>\n\n\n\n
- \u6a5f\u80fd\u5236\u9650\u306b\u3076\u3064\u304b\u308b \u2192 Google\u516c\u5f0f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u518d\u5ea6\u66f8\u304d\u63db\u3048<\/li>\n\n\n\n
- \u4f7f\u3044\u52dd\u624b\u304c\u60aa\u3044 \u2192 \u300c\u306a\u304b\u3063\u305f\u3053\u3068\u306b\u3057\u3088\u3046\u300d\u3068LangChain\u306b\u518d\u3005\u5ea6\u623b\u308b<\/li>\n<\/ol>\n\n\n\n
Gemini\u306b\u4e57\u308a\u63db\u3048\u3066\u304b\u3089\u6c17\u3065\u3044\u305f\u3051\u3069\u3001Gemini\u306e\u51fa\u529b\u901f\u5ea6\u306fOpenAI\u3068\u6bd4\u3079\u3066\u5727\u5012\u7684\u306b\u901f\u3044\u3002\u305d\u3082\u305d\u3082\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3053\u3060\u308f\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u306e\u304b\ud83e\udd14\u3068\u3044\u3046\u3002<\/p>\n\n\n\n
\u6551\u3044\u3060\u3063\u305f\u306e\u306f\u3001\u3053\u308c\u304c\u524d\u8ff0\u306eVibe Coding\u3067\u958b\u767a\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3060\u3063\u305f\u3053\u3068\u3002\u521d\u671f\u6bb5\u968e\u3067\u30ec\u30a4\u30e4\u30fc\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63d0\u6848\u3057\u3001Claude Code\u304c\u304d\u3061\u3093\u3068\u5b9f\u88c5\u3057\u3066\u3044\u305f\u304a\u304b\u3052\u3067\u3001\u4f55\u56de\u3082\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u66f8\u304d\u63db\u3048\u305f\u306e\u306b\u5f71\u97ff\u7bc4\u56f2\u306f\u9a5a\u304f\u307b\u3069\u5c0f\u3055\u304f\u6e08\u307f\u307e\u3057\u305f\u3002LLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u51e6\u7406\u304c\u9069\u5207\u306b\u62bd\u8c61\u5316\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u5c64\u306e\u4fee\u6b63\u3060\u3051\u3067\u5bfe\u5fdc\u3067\u304d\u305f\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n
\u5f97\u305f\u6559\u8a13\uff1a\u6700\u521d\u304b\u3089\u59a5\u5354\u70b9\u3092\u898b\u3064\u3051\u3066\u304a\u304f\u3079\u304d\u3060\u3063\u305f<\/strong>\uff08\u305d\u3057\u3066Claude Code\u306f\u512a\u79c0\uff09\u3002<\/p>\n\n\n\n\u304a\u308f\u308a<\/strong><\/h2>\n\n\n\nAI\u30de\u30b7\u30f3\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3067\u74b0\u5883\u3082\u6574\u3063\u305f\u306e\u3067\u3001\u3044\u3088\u3044\u3088\u672c\u683c\u7684\u306b\u30ed\u30fc\u30ab\u30ebLLM\u3084\u753b\u50cf\u751f\u6210\u306b\u6311\u6226\u3057\u3066\u3044\u307e\u3059\u3002\u6b21\u56de\u306f\u5b9f\u969b\u306b\u3053\u308c\u3089\u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3067\u304d\u305f\u3089\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
[\u524d 2025\/05]<\/a> | [\u6b21 2025\/07]<\/a><\/p>\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
\u300cToday I Learned\uff08\u4eca\u65e5\u5b66\u3093\u3060\u3053\u3068\uff09\u300d\u3092\u8a18\u9332\u3059\u308bTIL\u30016\u6708\u306f\u65b0\u30de\u30b7\u30f3\u304c\u7d0d\u54c1\u3055\u308c\u3001GPU\u4eee\u60f3\u5316\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u306e\u69cb\u7bc9\u307e\u3067\u3001\u3044\u308d\u3044\u308d\u8a66\u884c\u932f\u8aa4\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":9,"featured_media":5675,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[214],"tags":[24,25,93,224],"class_list":["post-5673","post","type-post","status-publish","format-standard","has-post-thumbnail","category-214","tag-web","tag-25","tag-ai","tag-til"],"_links":{"self":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts\/5673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/comments?post=5673"}],"version-history":[{"count":0,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/posts\/5673\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/media\/5675"}],"wp:attachment":[{"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/media?parent=5673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/categories?post=5673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wetch.co.jp\/note\/wp-json\/wp\/v2\/tags?post=5673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}