{"id":40634,"date":"2016-02-09T07:49:18","date_gmt":"2016-02-08T22:49:18","guid":{"rendered":"http:\/\/www.singapore-startup.com\/?p=40634"},"modified":"2026-03-11T00:51:07","modified_gmt":"2026-03-10T15:51:07","slug":"%e3%80%90%e6%a0%aa-%e7%af%80%e7%a8%8e%e3%80%91%e3%81%a7%e6%a4%9c%e7%b4%a2%e3%81%97%e3%81%9f%e4%ba%ba%e3%81%af%e3%81%93%e3%82%93%e3%81%aa%e6%96%b9%e6%b3%95%e3%81%a7%e5%95%8f%e9%a1%8c%e3%82%92%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.singapore-startup.com\/?p=40634","title":{"rendered":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u682a\u5f0f\u53d6\u5f15\u3092\u81ea\u52d5\u5316\u3059\u308b\u4e00\u822c\u7684\u306a\u4ed5\u7d44\u307f\uff082026\u5e743\u670811\u65e5\u6642\u70b9\uff09"},"content":{"rendered":"<div class=\"aafe36d7afa19a8010513acdd90193c0\" data-index=\"1\" style=\"float: none; margin:0px 0 0px 0; text-align:center;\">\n<center>Sponsored Link<\/center>\r\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\r\n<!-- Article upper_singapore-startup.com -->\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block\"\r\n     data-ad-client=\"ca-pub-8303070969424899\"\r\n     data-ad-slot=\"5656608650\"\r\n     data-ad-format=\"rectangle\"><\/ins>\r\n<script>\r\n(adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n<h1>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u682a\u5f0f\u53d6\u5f15\u3092\u81ea\u52d5\u5316\u3059\u308b\u4e00\u822c\u7684\u306a\u4ed5\u7d44\u307f\uff082026\u5e743\u670811\u65e5\u6642\u70b9\uff09<\/h1>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u3000\u3044\u307e\u4e00\u822c\u7684\u306a\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306e\u682a\u5f0f\u81ea\u52d5\u58f2\u8cb7\u300d\u306f\u3001<strong>LLM\u5358\u4f53\u304c\u9b54\u6cd5\u306e\u3088\u3046\u306b\u58f2\u8cb7\u3059\u308b\u4ed5\u7d44\u307f<\/strong>\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u614b\u306f\u3001<strong>LLM\u3092\u5224\u65ad\u5f79\u306b\u7f6e\u304d\u3001\u305d\u306e\u5916\u5074\u306b\u5e02\u5834\u30c7\u30fc\u30bf\u53d6\u5f97\u3001\u30eb\u30fc\u30eb\u78ba\u8a8d\u3001\u30ea\u30b9\u30af\u5236\u5fa1\u3001\u6ce8\u6587\u5b9f\u884c\u3001\u76e3\u8996\u3001\u8a18\u9332\u3092\u7f6e\u304f\u591a\u5c64\u69cb\u9020<\/strong>\u3067\u3059\u3002Anthropic\u306f\u3053\u306e\u57fa\u672c\u5f62\u3092\u300caugmented 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\/>\n<strong><\/strong><\/p>\n<p><strong>\u2460\u6307\u793a\u5c64<\/strong>\u306f\u4eba\u9593\u304c\u81ea\u7136\u8a00\u8a9e\u3067\u76ee\u6a19\u3092\u4e0e\u3048\u308b\u5834\u6240\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u6bce\u65e5\u5bc4\u308a\u524d\u306b\u7c73\u56fd\u5927\u578b\u682a\u3092\u70b9\u691c\u3057\u3001\u6700\u5927\u640d\u5931\u3092\u6291\u3048\u306a\u304c\u3089\u5019\u88dc\u30923\u3064\u51fa\u3059\u300d\u306e\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3059\u3002<br \/>\n<strong><\/strong><\/p>\n<p><strong>\u2461\u63a8\u8ad6\u5c64<\/strong>\u306fClaude\u3084GPT\u306a\u3069\u306eLLM\u3067\u3059\u3002<br \/>\n<strong><\/strong><\/p>\n<p><strong>\u2462\u30c4\u30fc\u30eb\u5c64<\/strong>\u306f\u5e02\u5834\u30c7\u30fc\u30bf\u3001\u30cb\u30e5\u30fc\u30b9\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u6307\u6a19\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u60c5\u5831\u3001\u767a\u6ce8API\u3067\u3059\u3002<br \/>\n<strong><\/strong><\/p>\n<p><strong>\u2463\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u5c64<\/strong>\u306f\u300c1\u9298\u67c420\uff05\u307e\u3067\u300d\u300c\u73fe\u91d1\u304c\u8db3\u308a\u306a\u3051\u308c\u3070\u767a\u6ce8\u7981\u6b62\u300d\u300c\u4eba\u9593\u627f\u8a8d\u304c\u306a\u3044\u9650\u308a\u6210\u884c\u7981\u6b62\u300d\u306a\u3069\u3092\u5f37\u5236\u3057\u307e\u3059\u3002<br \/>\n<strong><\/strong><\/p>\n<p><strong>\u2464\u5b9f\u884c\u5c64<\/strong>\u306f\u8a3c\u5238API\u3067\u3059\u3002<br \/>\n<strong><\/strong><\/p>\n<p><strong>\u2465\u76e3\u8996\u30fb\u8a18\u9332\u5c64<\/strong>\u306f\u30ed\u30b0\u3001\u7d04\u5b9a\u78ba\u8a8d\u3001\u7570\u5e38\u505c\u6b62\u3001\u901a\u77e5\u3067\u3059\u3002LangGraph\u306f\u3053\u306e\u7a2e\u306e\u9577\u6642\u9593\u30fb\u72b6\u614b\u4fdd\u6301\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306b\u3001durable execution\u3001\u4eba\u9593\u627f\u8a8d\u3001\u77ed\u671f\u30fb\u9577\u671f\u30e1\u30e2\u30ea\u3092\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>ReAct\u30d1\u30bf\u30fc\u30f3\u3067\u3069\u3046\u52d5\u304f\u306e\u304b<\/h2>\n<p>\u30002025\u301c2026\u5e74\u306b\u5e83\u304f\u8aac\u660e\u3055\u308c\u308b\u6a19\u6e96\u5f62\u306f\u3001\u307b\u307cReAct\u578b\u3067\u3059\u3002LangChain\u516c\u5f0f\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c**ReAct\uff08Reasoning + Acting\uff09**\u3067\u3001\u77ed\u3044\u63a8\u8ad6\u3068\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3092\u4ea4\u4e92\u306b\u7e70\u308a\u8fd4\u3057\u3001\u89b3\u5bdf\u7d50\u679c\u3092\u6b21\u306e\u5224\u65ad\u306b\u6e21\u3059\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u6d41\u308c\u306f\u3001<strong><\/strong><\/p>\n<p><strong>\u3000Observe\u2192Reason\u2192Act\u2192Observe<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001<\/p>\n<ol>\n<li>\n<p>\u4fa1\u683c\u53d6\u5f97\u30c4\u30fc\u30eb\u3067AAPL\u3001NVDA\u3001SPY\u306e\u73fe\u5728\u5024\u3068\u51fa\u6765\u9ad8\u3092\u53d6\u308b\u3002<\/p>\n<\/li>\n<li>\n<p>\u30cb\u30e5\u30fc\u30b9API\u3067\u6c7a\u7b97\u3084\u898f\u5236\u30cb\u30e5\u30fc\u30b9\u3092\u53d6\u308b\u3002<\/p>\n<\/li>\n<li>\n<p>\u6307\u6a19\u8a08\u7b97\u30c4\u30fc\u30eb\u3067\u79fb\u52d5\u5e73\u5747\u3084RSI\u3092\u51fa\u3059\u3002<\/p>\n<\/li>\n<li>\n<p>LLM\u304c\u300c\u4e0a\u6607\u57fa\u8abf\u3060\u304c\u30a4\u30d9\u30f3\u30c8\u524d\u3067\u4e0d\u5b89\u5b9a\u300d\u306a\u3069\u3068\u89e3\u91c8\u3059\u308b\u3002<\/p>\n<\/li>\n<li>\n<p>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u304c\u6570\u91cf\u4e0a\u9650\u3084\u640d\u5931\u4e0a\u9650\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<\/li>\n<li>\n<p>\u767a\u6ce8\u30c4\u30fc\u30eb\u304c\u8cb7\u3044\u30fb\u58f2\u308a\u30fb\u53d6\u6d88\u3092\u51fa\u3059\u3002<\/p>\n<\/li>\n<li>\n<p>\u6ce8\u6587\u72b6\u614b\u3092\u76e3\u8996\u3057\u3001\u672a\u7d04\u5b9a\u306a\u3089\u518d\u5224\u65ad\u3059\u308b\u3002<br \/>\n\u3053\u306e\u300c\u8003\u3048\u308b\u300d\u3068\u300c\u9053\u5177\u3092\u4f7f\u3046\u300d\u3092\u4ea4\u4e92\u306b\u56de\u3059\u306e\u304c\u4e2d\u6838\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e02\u5834\u30c7\u30fc\u30bf\u306f\u3069\u3053\u304b\u3089\u6765\u308b\u306e\u304b<\/h2>\n<p>\u3000AI\u304c\u8ce2\u304f\u3066\u3082\u3001\u6750\u6599\u304c\u53e4\u3051\u308c\u3070\u5224\u65ad\u306f\u5d29\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u81ea\u52d5\u58f2\u8cb7\u3067\u306f\u3001<strong>\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u54c1\u8cea<\/strong>\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002Alpaca\u306e\u516c\u5f0f\u3067\u306f\u3001\u682a\u5f0f\u30fb\u6697\u53f7\u8cc7\u7523\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3\u30fb\u30cb\u30e5\u30fc\u30b9\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092WebSocket\u3067\u914d\u4fe1\u3067\u304d\u3001\u5e38\u6642\u4f7f\u3048\u308b\u30c6\u30b9\u30c8\u30b9\u30c8\u30ea\u30fc\u30e0\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6ce8\u6587\u72b6\u614b\u306e\u7dad\u6301\u3082\u3001\u30dd\u30fc\u30ea\u30f3\u30b0\u3088\u308a\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u5b9f\u904b\u7528\u3067\u306f\u3001\u6570\u79d2\u3054\u3068\u306b\u5168\u90e8\u3092\u518d\u53d6\u5f97\u3059\u308b\u3088\u308a\u3001<strong>\u30a4\u30d9\u30f3\u30c8\u304c\u6765\u305f\u3089\u518d\u5224\u65ad\u3059\u308b\u8a2d\u8a08<\/strong>\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u6ce8\u6587\u306f\u3069\u3046\u5b9f\u884c\u3055\u308c\u308b\u306e\u304b<\/h2>\n<p>\u3000\u767a\u6ce8\u90e8\u5206\u306f\u3001LLM\u3067\u306f\u306a\u304f\u30d6\u30ed\u30fc\u30ab\u30fcAPI\u306e\u4ed5\u4e8b\u3067\u3059\u3002Alpaca\u516c\u5f0f\u3067\u306f\u3001\u6ce8\u6587\u306e\u767a\u884c\u30fb\u7167\u4f1a\u30fb\u53d6\u6d88\u304cAPI\u3067\u3067\u304d\u3001\u6ce8\u6587\u3054\u3068\u306bID\u304c\u4ed8\u304d\u3001\u66f4\u65b0\u306f\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3067\u3082\u53d7\u3051\u53d6\u308c\u307e\u3059\u3002IBKR\u3082Web 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