{"id":9957,"date":"2026-01-16T14:37:57","date_gmt":"2026-01-16T05:37:57","guid":{"rendered":"https:\/\/www.bigdata-navi.com\/aidrops\/?p=9957"},"modified":"2026-01-16T14:37:57","modified_gmt":"2026-01-16T05:37:57","slug":"langchain%e5%89%af%e6%a5%ad%e6%a1%88%e4%bb%b6%e3%81%ae%e7%8d%b2%e5%be%97%e6%96%b9%e6%b3%95%ef%bd%9c%e5%bf%85%e8%a6%81%e3%81%aa%e3%82%b9%e3%82%ad%e3%83%ab%e3%81%a8%e6%a1%88%e4%bb%b6%e5%8d%98%e4%be%a1","status":"publish","type":"post","link":"https:\/\/www.bigdata-navi.com\/aidrops\/9957\/","title":{"rendered":"LangChain\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u65b9\u6cd5\uff5c\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3068\u6848\u4ef6\u5358\u4fa1\u3092\u89e3\u8aac"},"content":{"rendered":"<p class=\"normal-Txt\">\u300cLangChain\u3063\u3066\u6700\u8fd1\u3088\u304f\u805e\u304f\u3051\u3069\u3001\u3069\u3046\u3084\u3063\u3066\u526f\u696d\u306b\u3064\u306a\u3052\u308b\u306e\uff1f\u300d\u3068\u3044\u3046\u7591\u554f\u3092\u62b1\u3048\u3066\u3044\u307e\u305b\u3093\u304b\uff1f<\/p>\r\n\r\n<p class=\"normal-Txt\">\u5b9f\u306f\u3001\u751f\u6210AI\u306e\u767a\u5c55\u306b\u4f34\u3044\u300cChatGPT\u306a\u3069\u306e\u751f\u6210AI\u3092\u696d\u52d9\u306b\u7d44\u307f\u8fbc\u3080\u300d\u3068\u3044\u3046\u6848\u4ef6\u306f\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u306a\u3093\u3068\u306a\u304f\u5b66\u7fd2\u3092\u59cb\u3081\u305f\u3060\u3051\u3067\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u96e3\u3057\u3044\u306e\u304c\u73fe\u5b9f\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u672c\u8a18\u4e8b\u3067\u306f\u3001LangChain\u306e\u57fa\u672c\u304b\u3089\u3001\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3001\u305d\u3057\u3066LangChain\u526f\u696d\u6848\u4ef6\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3084\u3001\u305d\u306e\u6848\u4ef6\u5358\u4fa1\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u8aad\u307f\u7d42\u3048\u308b\u9803\u306b\u306f\u3001LangChain\u526f\u696d\u3067\u5fc5\u8981\u306a\u5b66\u7fd2\u7bc4\u56f2\u304c\u5177\u4f53\u7684\u306b\u306a\u308a\u3001\u6700\u521d\u306e\u6848\u4ef6\u3092\u53d6\u308b\u307e\u3067\u306e\u52d5\u304d\u65b9\u304c\u7406\u89e3\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\r\n\r\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#LangChain\"><span class=\"toc_number toc_depth_1\">1<\/span> LangChain\u3068\u306f<\/a><ul><li><a href=\"#LangChain-2\"><span class=\"toc_number toc_depth_2\">1.1<\/span> LangChain\u306e\u7279\u5fb4\u3084\u5f79\u5272<\/a><\/li><li><a href=\"#LangChain-3\"><span class=\"toc_number toc_depth_2\">1.2<\/span> LangChain\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-4\"><span class=\"toc_number toc_depth_1\">2<\/span> LangChain\u306e\u30b9\u30ad\u30eb\u3067\u526f\u696d\u7372\u5f97\u306f\u3067\u304d\u308b\uff1f<\/a><\/li><li><a href=\"#LangChain-5\"><span class=\"toc_number toc_depth_1\">3<\/span> LangChain\u526f\u696d\u6848\u4ef6\u306e\u5e02\u5834\u52d5\u5411\u3068\u5358\u4fa1\u76f8\u5834<\/a><ul><li><a href=\"#LangChain-6\"><span class=\"toc_number toc_depth_2\">3.1<\/span> LangChain\u526f\u696d\u6848\u4ef6\u306e\u5358\u4fa1\u76f8\u5834<\/a><\/li><li><a href=\"#LangChain-7\"><span class=\"toc_number toc_depth_2\">3.2<\/span> LangChain\u526f\u696d\u9700\u8981\u304c\u9ad8\u3044\u6848\u4ef6<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-8\"><span class=\"toc_number toc_depth_1\">4<\/span> LangChain\u306e\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u65b9\u6cd5<\/a><ul><li><a href=\"#i\"><span class=\"toc_number toc_depth_2\">4.1<\/span> \u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528<\/a><\/li><li><a href=\"#i-2\"><span class=\"toc_number toc_depth_2\">4.2<\/span> \u30b9\u30ad\u30eb\u30b7\u30a7\u30a2\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528<\/a><\/li><li><a href=\"#SNS\"><span class=\"toc_number toc_depth_2\">4.3<\/span> \u30d3\u30b8\u30cd\u30b9SNS\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u53c2\u52a0<\/a><\/li><li><a href=\"#i-3\"><span class=\"toc_number toc_depth_2\">4.4<\/span> \u4f01\u696d\u3078\u306e\u76f4\u63a5\u55b6\u696d<\/a><\/li><li><a href=\"#GitHubLangChain\"><span class=\"toc_number toc_depth_2\">4.5<\/span> GitHub\u4e0a\u3067LangChain\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u516c\u958b\u3059\u308b<\/a><\/li><li><a href=\"#Qiita\"><span class=\"toc_number toc_depth_2\">4.6<\/span> \u6280\u8853\u30d6\u30ed\u30b0\u3084Qiita\u3067\u60c5\u5831\u3092\u767a\u4fe1\u3059\u308b<\/a><\/li><li><a href=\"#i-4\"><span class=\"toc_number toc_depth_2\">4.7<\/span> \u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u52c9\u5f37\u4f1a\u3078\u306e\u53c2\u52a0<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-9\"><span class=\"toc_number toc_depth_1\">5<\/span> LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/a><ul><li><a href=\"#i-5\"><span class=\"toc_number toc_depth_2\">5.1<\/span> \u6848\u4ef6\u7372\u5f97\u306b\u3010\u5fc5\u9808\u3011\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/a><\/li><li><a href=\"#i-6\"><span class=\"toc_number toc_depth_2\">5.2<\/span> \u6848\u4ef6\u7372\u5f97\u306b\u3010\u6709\u5229\u3011\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-10\"><span class=\"toc_number toc_depth_1\">6<\/span> LangChain\u306e\u526f\u696d\u6848\u4ef6\u7372\u5f97\u524d\u306b\u6e96\u5099\u3059\u3079\u304d\u3053\u3068<\/a><ul><li><a href=\"#i-7\"><span class=\"toc_number toc_depth_2\">6.1<\/span> \u5b9f\u7e3e\u3092\u307e\u3068\u3081\u305f\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u4f5c\u6210<\/a><\/li><li><a href=\"#i-8\"><span class=\"toc_number toc_depth_2\">6.2<\/span> \u6280\u8853\u8a18\u4e8b\u306e\u57f7\u7b46<\/a><\/li><li><a href=\"#i-9\"><span class=\"toc_number toc_depth_2\">6.3<\/span> \u81ea\u8eab\u306e\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u5f37\u5316<\/a><\/li><li><a href=\"#i-10\"><span class=\"toc_number toc_depth_2\">6.4<\/span> \u5358\u4fa1\u3084\u5951\u7d04\u306e\u6761\u4ef6\u306e\u660e\u78ba\u5316<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-11\"><span class=\"toc_number toc_depth_1\">7<\/span> \u521d\u5fc3\u8005\u304c\u6700\u521d\u306eLangChain\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7<\/a><ul><li><a href=\"#STEP1LangChain12\"><span class=\"toc_number toc_depth_2\">7.1<\/span> STEP1\uff1aLangChain\u306e\u57fa\u790e\u5b66\u7fd2\uff081\u301c2\u30f6\u6708\uff09<\/a><\/li><li><a href=\"#STEP21\"><span class=\"toc_number toc_depth_2\">7.2<\/span> STEP2\uff1a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u4f5c\u6210\uff081\u30f6\u6708\uff09<\/a><\/li><li><a href=\"#STEP3\"><span class=\"toc_number toc_depth_2\">7.3<\/span> STEP3\uff1a\u6280\u8853\u8a18\u4e8b\u306a\u3069\u306e\u60c5\u5831\u767a\u4fe1\u958b\u59cb\uff08\u7d99\u7d9a\u7684\uff09<\/a><\/li><li><a href=\"#STEP412\"><span class=\"toc_number toc_depth_2\">7.4<\/span> STEP4\uff1a\u521d\u5fc3\u8005\u5411\u3051\u306e\u6848\u4ef6\u63a2\u3057\uff081\u301c2\u30f6\u6708\uff09<\/a><\/li><li><a href=\"#STEP5\"><span class=\"toc_number toc_depth_2\">7.5<\/span> STEP5\uff1a\u6848\u4ef6\u306e\u521d\u53d7\u6ce8\u3068\u5b9f\u7e3e\u4f5c\u308a<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-12\"><span class=\"toc_number toc_depth_1\">8<\/span> LangChain\u306e\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u7387\u3092\u4e0a\u3052\u308b\u30dd\u30a4\u30f3\u30c8<\/a><ul><li><a href=\"#i-11\"><span class=\"toc_number toc_depth_2\">8.1<\/span> \u7d20\u65e9\u3044\u30ec\u30b9\u30dd\u30f3\u30b9<\/a><\/li><li><a href=\"#i-12\"><span class=\"toc_number toc_depth_2\">8.2<\/span> \u5177\u4f53\u7684\u306a\u63d0\u6848\u3092\u884c\u3046<\/a><\/li><li><a href=\"#i-13\"><span class=\"toc_number toc_depth_2\">8.3<\/span> \u904e\u53bb\u5b9f\u7e3e\u3092\u52b9\u679c\u7684\u306b\u30a2\u30d4\u30fc\u30eb<\/a><\/li><li><a href=\"#i-14\"><span class=\"toc_number toc_depth_2\">8.4<\/span> \u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306e\u30a2\u30d4\u30fc\u30eb<\/a><\/li><li><a href=\"#i-15\"><span class=\"toc_number toc_depth_2\">8.5<\/span> \u7d99\u7d9a\u7684\u306a\u5b66\u7fd2<\/a><\/li><\/ul><\/li><li><a href=\"#LangChain-13\"><span class=\"toc_number toc_depth_1\">9<\/span> LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u59cb\u3081\u308b\u969b\u306b\u6ce8\u610f\u3059\u308b\u70b9<\/a><ul><li><a href=\"#i-16\"><span class=\"toc_number toc_depth_2\">9.1<\/span> \u52e4\u52d9\u5148\u306b\u526f\u696d\u53ef\u80fd\u304b\u78ba\u8a8d\u3059\u308b<\/a><\/li><li><a href=\"#i-17\"><span class=\"toc_number toc_depth_2\">9.2<\/span> \u5951\u7d04\u5185\u5bb9\u3092\u614e\u91cd\u306b\u78ba\u8a8d\u3059\u308b<\/a><\/li><li><a href=\"#i-18\"><span class=\"toc_number toc_depth_2\">9.3<\/span> \u672c\u696d\u306b\u652f\u969c\u304c\u51fa\u306a\u3044\u3088\u3046\u306b\u3059\u308b<\/a><\/li><li><a href=\"#i-19\"><span class=\"toc_number toc_depth_2\">9.4<\/span> \u78ba\u5b9a\u7533\u544a\u304c\u5fc5\u8981\u304b\u78ba\u8a8d\u3059\u308b<\/a><\/li><\/ul><\/li><li><a href=\"#i-20\"><span class=\"toc_number toc_depth_1\">10<\/span> \u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2 class=\"articletit-H2\"><span id=\"LangChain\">LangChain\u3068\u306f<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/08\/Shutterstock_2610722057.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u3068\u306f\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3057\u3066\u3001\u5b9f\u52d9\u3067\u4f7f\u3044\u3084\u3059\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u5358\u306bAI\u3068\u4f1a\u8a71\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001<\/p>\r\n\r\n<ul class=\"dot-List\">\r\n<li>\u793e\u5185\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3055\u305b\u308b<\/li>\r\n<li>\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080<\/li>\r\n<li>\u8907\u6570\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b<\/li>\r\n<\/ul>\r\n\r\n\r\n<p class=\"normal-Txt\">\u3068\u3044\u3063\u305f\u7528\u9014\u3092\u60f3\u5b9a\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u8fd1\u5e74\u3001\u526f\u696d\u6848\u4ef6\u3067\u6c42\u3081\u3089\u308c\u308bAI\u958b\u767a\u306e\u591a\u304f\u306f\u3001\u30e2\u30c7\u30eb\u3092\u30bc\u30ed\u304b\u3089\u4f5c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u65e2\u5b58\u306eLLM\u3092\u6d3b\u7528\u3057\u3066\u696d\u52d9\u8ab2\u984c\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u30fb\u5b9f\u88c5\u3067\u304d\u308b\u4eba\u6750\u304c\u91cd\u5b9d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u70b9\u3067LangChain\u306f\u3001\u5b9f\u52d9\u5bc4\u308a\u306e\u30b9\u30ad\u30eb\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"LangChain-2\">LangChain\u306e\u7279\u5fb4\u3084\u5f79\u5272<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001\u300cLLM\u3092\u4e2d\u5fc3\u306b\u3057\u305f\u51e6\u7406\u306e\u6d41\u308c\u300d\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u7ba1\u7406\u3001\u5916\u90e8API\u3068\u306e\u9023\u643a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u691c\u7d22\u3001\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306e\u51e6\u7406\u306a\u3069\u30921\u3064\u306e\u4ed5\u7d44\u307f\u3068\u3057\u3066\u307e\u3068\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u53d7\u3051\u53d6\u308a\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u57fa\u306bAI\u304c\u56de\u7b54\u3059\u308b\u3068\u3044\u3046\u3088\u3046\u306a\u4e00\u9023\u306e\u6d41\u308c\u3092LangChain\u3067\u306f\u6bd4\u8f03\u7684\u30b7\u30f3\u30d7\u30eb\u306a\u30b3\u30fc\u30c9\u3067\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<br>\r\n\u3053\u306e\u3088\u3046\u306a\u69cb\u6210\u306f\u3001\u793e\u5185\u5411\u3051\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u696d\u52d9\u652f\u63f4\u30c4\u30fc\u30eb\u306e\u958b\u767a\u3067\u983b\u7e41\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001ChatGPT API\u3092\u4f7f\u7528\u3057\u305f\u30c4\u30fc\u30eb\u3092\u4f5c\u308a\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u304c\u591a\u304f\u3001\u305d\u306e\u4e2d\u3067LangChain\u304c\u63a1\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002LangChain\u306fAI\u958b\u767a\u3092\u3001\u5b9f\u88c5\u306e\u8ca0\u8377\u3092\u6291\u3048\u3066\u696d\u52d9\u3067\u4f7f\u3048\u308b\u5f62\u306b\u843d\u3068\u3057\u8fbc\u3080\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"LangChain-3\">LangChain\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u7406\u7531\u306b\u306f\u3001\u751f\u6210AI\u306e\u5c0e\u5165\u304c\u5927\u4f01\u696d\u3060\u3051\u3067\u306a\u304f\u3001\u4e2d\u5c0f\u4f01\u696d\u3084\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u3082\u5e83\u304c\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u300cAI\u3092\u4f7f\u3044\u305f\u3044\u304c\u3001\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u3044\u3044\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u4f01\u696d\u306b\u3068\u3063\u3066\u3001LangChain\u306f\u975e\u5e38\u306b\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u307e\u305f\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u306a\u3069\u3001\u5b9f\u52d9\u306e\u30cb\u30fc\u30ba\u304c\u9ad8\u3044\u6280\u8853\u3068\u306e\u76f8\u6027\u304c\u826f\u3044\u70b9\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u7406\u7531\u306e1\u3064\u3067\u3059\u3002\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u77ed\u671f\u9593\u3067PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u4f5c\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u591a\u304f\u3001LangChain\u306f\u305d\u306e\u30b9\u30d4\u30fc\u30c9\u611f\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-4\">LangChain\u306e\u30b9\u30ad\u30eb\u3067\u526f\u696d\u7372\u5f97\u306f\u3067\u304d\u308b\uff1f<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/07\/Shutterstock_606183755.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u306e\u30b9\u30ad\u30eb\u3067\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002\u3057\u304b\u3057\u3001LangChain\u3092\u5c11\u3057\u89e6\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u7a0b\u5ea6\u3060\u3068\u5b89\u5b9a\u3057\u3066\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u73fe\u5728\u306e\u526f\u696d\u5e02\u5834\u3067\u306f\u3001LangChain\u304c\u4f7f\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3060\u3051\u3092\u793a\u3059\u3088\u308a\u3082\u3001LangChain\u3092\u4f7f\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304b\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u3082\u3057\u304f\u306fLangChain\u3092\u4f7f\u7528\u3057\u305f\u5b9f\u52d9\u7d4c\u9a13\u304c\u3042\u308b\u306e\u304b\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u91cd\u8996\u3055\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u793e\u5185\u5411\u3051\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u69cb\u7bc9\u3084\u3001\u65e2\u5b58\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305fRAG\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u88c5\u306a\u3069\u5177\u4f53\u7684\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u304c\u5224\u65ad\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u4e00\u65b9\u3067\u3001LangChain\u306f\u307e\u3060\u65b0\u3057\u3044\u6280\u8853\u9818\u57df\u3067\u3042\u308a\u3001\u6271\u3048\u308b\u4eba\u6750\u304c\u591a\u3044\u5206\u91ce\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001Python\u306e\u57fa\u790e\u3084ChatGPT API\u306e\u5229\u7528\u7d4c\u9a13\u304c\u3042\u308a\u3001LangChain\u3067\u306e\u5b9f\u52d9\u7d4c\u9a13\u3092\u793a\u305b\u308c\u3070\u3001\u4ed6\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306e\u5dee\u5225\u5316\u306f\u5341\u5206\u306b\u53ef\u80fd\u3067\u3059\u3002\u5b8c\u5168\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u521d\u5fc3\u8005\u3067\u3042\u308c\u3070\u3001\u307e\u305a\u306fPython\u306e\u57fa\u672c\u3092\u5b66\u7fd2\u3057\u3001\u7c21\u5358\u306aLangChain\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u5e38\u99d0\u3057\u3066\u3044\u308bAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u6c42\u3081\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u9650\u3089\u308c\u305f\u671f\u9593\u3067\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u4eba\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u30cb\u30fc\u30ba\u3068\u3001LangChain\u306e\u7279\u5fb4\u306f\u975e\u5e38\u306b\u76f8\u6027\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">\r\n\u91cd\u8981\u306a\u306e\u306f\u3001LangChain\u5358\u4f53\u306e\u77e5\u8b58\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u8ab2\u984c\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u3092AI\u3067\u3069\u3046\u89e3\u6c7a\u3059\u308b\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u8996\u70b9\u3092\u6301\u3064\u3053\u3068\u3067\u3001LangChain\u30b9\u30ad\u30eb\u306f\u526f\u696d\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\u3000\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-5\">LangChain\u526f\u696d\u6848\u4ef6\u306e\u5e02\u5834\u52d5\u5411\u3068\u5358\u4fa1\u76f8\u5834<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/05\/Shutterstock_122772919.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">\u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u304c\u9032\u3080\u306b\u3064\u308c\u3066\u3001LangChain\u3092\u6d3b\u7528\u3057\u305f\u526f\u696d\u6848\u4ef6\u3082\u5f90\u3005\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002LangChain\u304c\u63a1\u7528\u3055\u308c\u308b\u306e\u306f\u300c\u793e\u5185\u5411\u3051\u30c4\u30fc\u30eb\u300d\u3084\u300cPoC\u958b\u767a\u300d\u3068\u3044\u3063\u305f\u3001\u6bd4\u8f03\u7684\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u6848\u4ef6\u3067\u3059\u3002\r\n<br>\r\n\u3053\u3053\u3067\u306f\u3001LangChain\u526f\u696d\u6848\u4ef6\u306e\u5358\u4fa1\u76f8\u5834\u3068\u3001\u5e02\u5834\u52d5\u5411\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"LangChain-6\">LangChain\u526f\u696d\u6848\u4ef6\u306e\u5358\u4fa1\u76f8\u5834<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u3092\u6d3b\u7528\u3057\u305f\u526f\u696d\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u3001\u6848\u4ef6\u5185\u5bb9\u306b\u3088\u3063\u3066\u5e45\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u306b\u3088\u3063\u3066\u304a\u304a\u3088\u305d\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<table>\r\n\r\n<tbody>\r\n<tr>\r\n<td>\u521d\u7d1a\u30ec\u30d9\u30eb\uff08\u5b9f\u88c5\u7d4c\u9a133\u30f6\u6708\u7a0b\u5ea6\uff09<\/td>\r\n<td>\u6708\u984d20\uff5e40\u4e07\u5186<\/td>\r\n<\/tr>\r\n\r\n\r\n<tr>\r\n<td>\u4e2d\u7d1a\u30ec\u30d9\u30eb\uff08\u5b9f\u52d9\u7d4c\u9a13\u534a\u5e74\u4ee5\u4e0a\uff09<\/td>\r\n<td>\u6708\u984d40\uff5e70\u4e07\u5186<\/td>\r\n<\/tr>\r\n\r\n<tr>\r\n<td>\u4e0a\u7d1a\u30ec\u30d9\u30eb\uff08\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u8a2d\u8a08\u53ef\u80fd\uff09<\/td>\r\n<td>\u6708\u984d70\uff5e120\u4e07\u5186<\/td>\r\n<\/tr>\r\n\r\n<\/tbody>\r\n\r\n<\/table>\r\n\r\n\r\n<p class=\"normal-Txt\">\u307e\u305f\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308bLangChain\u95a2\u9023\u6848\u4ef6\u306e\u5e73\u5747\u5358\u4fa1\u306f\u3001\u7d0457\u4e07\u5186\u524d\u5f8c\u3068\u3044\u3046\u30c7\u30fc\u30bf\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"LangChain-7\">LangChain\u526f\u696d\u9700\u8981\u304c\u9ad8\u3044\u6848\u4ef6<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u3092\u4f7f\u3063\u305f\u526f\u696d\u6848\u4ef6\u306e\u4e2d\u3067\u3082\u3001\u7279\u306b\u9700\u8981\u304c\u9ad8\u3044\u306e\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6848\u4ef6\u3067\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">\u793e\u5185\u5411\u3051\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a<\/h4>\r\n<p class=\"normal-Txt\">\u6700\u3082\u591a\u3044\u306e\u304c\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084FAQ\u3092\u53c2\u7167\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u958b\u767a\u3067\u3059\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u793e\u5185\u898f\u7a0b\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306a\u3069\u3092AI\u306b\u53c2\u7167\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u5de5\u6570\u524a\u6e1b\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">LangChain\u306f\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3068LLM\u306e\u56de\u7b54\u751f\u6210\u3092\u7d44\u307f\u5408\u308f\u305b\u3084\u3059\u3044\u305f\u3081\u3001\u3053\u306e\u696d\u52d9\u3068\u306e\u76f8\u6027\u304c\u975e\u5e38\u306b\u826f\u3044\u3067\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">RAG\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9<\/h4>\r\n<p class=\"normal-Txt\">RAG\u3092\u7528\u3044\u305f\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u3082\u9700\u8981\u304c\u9ad8\u3044\u6848\u4ef6\u306e1\u3064\u3067\u3059\u3002\u81ea\u793e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084PDF\u3001CSV\u306a\u3069\u306e\u60c5\u5831\u3092\u57fa\u306b\u3001AI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<br>\r\n\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u300c\u307e\u305a\u306f\u7c21\u5358\u306aRAG\u69cb\u6210\u3067PoC\u3092\u4f5c\u308a\u305f\u3044\u300d\u3068\u3044\u3046\u8981\u671b\u3082\u591a\u304f\u3001LangChain\u3092\u4f7f\u3063\u305f\u5b9f\u88c5\u7d4c\u9a13\u304c\u8a55\u4fa1\u3055\u308c\u3084\u3059\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\r\n\r\n\r\n<h4 class=\"articletit-H4\">\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u958b\u767a<\/h4>\r\n<p class=\"normal-Txt\">\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3084\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u6574\u7406\u306a\u3069\u3001\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u30c4\u30fc\u30eb\u958b\u767a\u6848\u4ef6\u3082\u4e00\u5b9a\u6570\u3042\u308a\u307e\u3059\u3002LangChain\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u51e6\u7406\u3092\u4e00\u9023\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u3057\u3066\u307e\u3068\u3081\u3089\u308c\u308b\u70b9\u304c\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3078\u306eAI\u6a5f\u80fd\u8ffd\u52a0<\/h4>\r\n<p class=\"normal-Txt\">\u65e2\u5b58\u306eWeb\u30b5\u30fc\u30d3\u30b9\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306bAI\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\u6848\u4ef6\u3082\u3042\u308a\u307e\u3059\u3002<br>\r\n\u4f8b\u3048\u3070\u3001\u300c\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u306e\u56de\u7b54\u6848\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u300d\u300c\u7ba1\u7406\u753b\u9762\u306bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3080\u300d\u3068\u3044\u3063\u305f\u5185\u5bb9\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u30d5\u30eb\u30b9\u30af\u30e9\u30c3\u30c1\u958b\u767a\u3067\u306f\u306a\u304f\u90e8\u5206\u7684\u306aAI\u5b9f\u88c5\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u53d6\u308a\u7d44\u307f\u3084\u3059\u3044\u6848\u4ef6\u3067\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u958b\u767a<\/h4>\r\n<p class=\"normal-Txt\">\u300cAI\u3092\u5c0e\u5165\u3057\u305f\u3044\u304c\u3001\u307e\u305a\u306f\u8a66\u3057\u3066\u307f\u305f\u3044\u300d\u3068\u3044\u3046\u4f01\u696d\u5411\u3051\u306ePoC\u958b\u767a\u3082\u3001LangChain\u526f\u696d\u6848\u4ef6\u3067\u3088\u304f\u898b\u3089\u308c\u307e\u3059\u3002\r\n\u77ed\u671f\u9593\u304b\u3064\u5c0f\u898f\u6a21\u3067\u9032\u3081\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u526f\u696d\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u30b9\u30dd\u30c3\u30c8\u3067\u63a1\u7528\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-8\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u65b9\u6cd5<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/06\/Shutterstock_2100071254.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u65b9\u6cd5\u306f\u3044\u304f\u3064\u304b\u5b58\u5728\u3057\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u5e02\u5834\u306b\u81ea\u5206\u306e\u5b9f\u7e3e\u3068\u6280\u8853\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\r\n\u4ee5\u4e0b\u306b\u3001LangChain\u306e\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u65b9\u6cd5\u306b\u3064\u3044\u30667\u3064\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528<\/span><\/h3>\r\n<p class=\"normal-Txt\">AI\u95a2\u9023\u306e\u6848\u4ef6\u306f\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u53d6\u308a\u6271\u308f\u308c\u308b\u3053\u3068\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u751f\u6210AI\u3084LLM\u9818\u57df\u306f\u4f01\u696d\u304c\u5185\u88fd\u3057\u3065\u3089\u3044\u305f\u3081\u3001\u5916\u90e8\u306e\u526f\u696d\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u4f9d\u983c\u3055\u308c\u3084\u3059\u3044\u5206\u91ce\u3067\u3059\u3002\r\n<\/p>\r\n<ul class=\"dot-List\">\r\n\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7d4c\u7531\u3067\u306e\u6848\u4ef6\u7372\u5f97\u306f\u3001<br><br>\r\n<li>\u7d99\u7d9a\u6027\u304c\u671f\u5f85\u3067\u304d\u308b<\/li>\r\n<li>\u5951\u7d04\u6761\u4ef6\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u308b<\/li>\r\n<li>\u5831\u916c\u30c8\u30e9\u30d6\u30eb\u304c\u5c11\u306a\u3044<\/li>\r\n<\/ul>\r\n\r\n<p class=\"normal-Txt\">\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<br>\r\n\u7279\u306b\u3001PoC\u958b\u767a\u3084RAG\u69cb\u7bc9\u306e\u6848\u4ef6\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7d4c\u7531\u3067\u4f9d\u983c\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">AI\u3084LLM\u9818\u57df\u306e\u6848\u4ef6\u7d39\u4ecb\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001<a class=\"external-Link\" href=\"https:\/\/www.bigdata-navi.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>BIGDATA NAVI\uff08\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30ca\u30d3\uff09<\/strong><\/a>\u304c\u3042\u308a\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u95a2\u9023\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u3067\u306f\u696d\u754c\u6700\u5927\u7d1a\u306e\u6848\u4ef6\u6570\u3092\u8a87\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u306a\u3069\u306e\u5148\u7aef\u6848\u4ef6\u304c\u8c4a\u5bcc\u3067\u3042\u308b\u3053\u3068\u304c\u9b45\u529b\u3067\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">IT\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u30fbPM\u30fbPMO\u3068\u3044\u3063\u305fIT\u7cfb\u4eba\u6750\u306f\u4e00\u5ea6\u767b\u9332\u3057\u3066\u6848\u4ef6\u7d39\u4ecb\u3092\u53d7\u3051\u3066\u307f\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\r\n<div class=\"bdn_Link02\">\r\n<a href=\"https:\/\/www.bigdata-navi.com\/entry\/\" target=\"_blank\" rel=\"noopener noreferrer\">BIGDATA NAVI\u306e\u7121\u6599\u30b5\u30dd\u30fc\u30c8\u767b\u9332\u3078<\/a>\r\n<\/div>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-2\">\u30b9\u30ad\u30eb\u30b7\u30a7\u30a2\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u30b9\u30ad\u30eb\u30b7\u30a7\u30a2\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u5c0f\u898f\u6a21\u306a\u76f8\u8ac7\u30d9\u30fc\u30b9\u3067\u306e\u6848\u4ef6\u3084\u30c4\u30fc\u30eb\u69cb\u7bc9\u4f9d\u983c\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002ChatGPT\u306e\u5c0e\u5165\u76f8\u8ac7\u3084\u793e\u5185\u52b9\u7387\u5316\u76f8\u8ac7\u306a\u3069\u3001\u76f4\u63a5\u7684\u306a\u958b\u767a\u3067\u306f\u306a\u304f\u6280\u8853\u30a2\u30c9\u30d0\u30a4\u30b9\u304b\u3089\u59cb\u3081\u308b\u4f8b\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u526f\u696d\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u5c0f\u578b\u6848\u4ef6\u304b\u3089\u5b9f\u7e3e\u3092\u7a4d\u3081\u308b\u3053\u3068\u304c\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"SNS\">\u30d3\u30b8\u30cd\u30b9SNS\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u53c2\u52a0<\/span><\/h3>\r\n<p class=\"normal-Txt\">LinkedIn\u3084X(\u65e7Twitter)\u306a\u3069\u306eSNS\u306f\u3001LangChain\u3084\u751f\u6210AI\u306b\u95a2\u5fc3\u306e\u3042\u308b\u4f01\u696d\u3084\u62c5\u5f53\u8005\u3068\u63a5\u70b9\u3092\u4f5c\u308a\u3084\u3059\u3044\u5834\u6240\u3067\u3059\u3002\u7279\u306b\u751f\u6210AI\u306e\u9818\u57df\u306f\u5b9f\u88c5\u8005\u4e0d\u8db3\u304c\u8d77\u304d\u3066\u3044\u308b\u305f\u3081\u3001\u60c5\u5831\u767a\u4fe1\u3084\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u516c\u958b\u304c\u6848\u4ef6\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-3\">\u4f01\u696d\u3078\u306e\u76f4\u63a5\u55b6\u696d<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u696d\u52d9\u6539\u5584\u306e\u30cb\u30fc\u30ba\u304c\u9ad8\u3044\u4f01\u696d\u306b\u5bfe\u3057\u3066\u3001PoC\u3084\u696d\u52d9\u52b9\u7387\u5316\u3092\u63d0\u6848\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u6709\u52b9\u3067\u3059\u3002LangChain\u306f\u696d\u52d9\u30c4\u30fc\u30eb\u3068\u306e\u76f8\u6027\u304c\u826f\u304f\u3001\u5b9f\u969b\u306b\u5c0e\u5165\u5f8c\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u4f1d\u3048\u3084\u3059\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u7279\u306b\u4e2d\u5c0f\u4f01\u696d\u3084\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u306f\u610f\u601d\u6c7a\u5b9a\u304c\u65e9\u3044\u305f\u3081\u3001\u526f\u696d\u5951\u7d04\u304c\u6210\u7acb\u3057\u3084\u3059\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"GitHubLangChain\">GitHub\u4e0a\u3067LangChain\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u516c\u958b\u3059\u308b<\/span><\/h3>\r\n<p class=\"normal-Txt\">GitHub\u3092\u4f7f\u3063\u3066AI\u30c4\u30fc\u30eb\u3084RAG\u30b5\u30f3\u30d7\u30eb\u306e\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3059\u308b\u306e\u306f\u975e\u5e38\u306b\u52b9\u679c\u7684\u3067\u3059\u3002\u751f\u6210AI\u306f\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u5171\u6709\u304c\u5bb9\u6613\u306a\u5206\u91ce\u3067\u3042\u308b\u305f\u3081\u3001\u63a1\u7528\u8005\u3084\u767a\u6ce8\u8005\u304c\u30b9\u30ad\u30eb\u3092\u5224\u65ad\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">LangChain\u95a2\u9023\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u516c\u958b\u3059\u308b\u4eba\u306f\u307e\u3060\u5c11\u306a\u3044\u305f\u3081\u3001\u5dee\u5225\u5316\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"Qiita\">\u6280\u8853\u30d6\u30ed\u30b0\u3084Qiita\u3067\u60c5\u5831\u3092\u767a\u4fe1\u3059\u308b<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u6280\u8853\u30d6\u30ed\u30b0\u3084Qiita\u3067\u306e\u767a\u4fe1\u306f\u3001\u691c\u7d22\u7d4c\u7531\u3067\u8a8d\u77e5\u5ea6\u3092\u9ad8\u3081\u308b\u969b\u306b\u6709\u52b9\u3067\u3059\u3002<br>\r\n\u300cLangChain\uff0b\u25cb\u25cb\u306e\u5b9f\u88c5\u4f8b\u300d\u3084\u300c\u6700\u65b0\u6a5f\u80fd\u306e\u30ec\u30d3\u30e5\u30fc\u300d\u3068\u3044\u3063\u305f\u30c6\u30fc\u30de\u306f\u95b2\u89a7\u3001\u4fdd\u5b58\u3055\u308c\u3084\u3059\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">\u7279\u306bAI\u7cfb\u6848\u4ef6\u3067\u306f\u3001\u8ab2\u984c\u89e3\u6c7a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u8a55\u4fa1\u3055\u308c\u308b\u3053\u3068\u3082\u591a\u3044\u305f\u3081\u3001\u3053\u3046\u3044\u3063\u305f\u767a\u4fe1\u304b\u3089\u6848\u4ef6\u306e\u53d7\u6ce8\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-4\">\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u52c9\u5f37\u4f1a\u3078\u306e\u53c2\u52a0<\/span><\/h3>\r\n<p class=\"normal-Txt\">LLM\u3084\u751f\u6210AI\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306f\u3053\u3053\u6570\u5e74\u3067\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3068\u3082\u306b\u767a\u6ce8\u8005\u3068\u6280\u8853\u8005\u304c\u53c2\u52a0\u3057\u3066\u304a\u308a\u6848\u4ef6\u306b\u3064\u306a\u304c\u308b\u30b1\u30fc\u30b9\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\r\nLangChain\u306fPoC\u9700\u8981\u304c\u9ad8\u304f\u3001\u610f\u601d\u6c7a\u5b9a\u304c\u65e9\u3044\u5e02\u5834\u306e\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u7d4c\u7531\u3067\u306e\u526f\u696d\u7372\u5f97\u306f\u5341\u5206\u306b\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-9\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/02\/Shutterstock_2483467071.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u306e\u306f\u3001\u5358\u306b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4f7f\u3044\u65b9\u3092\u77e5\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u696d\u52d9\u306e\u8ab2\u984c\u3092\u7406\u89e3\u3057\u3001\u305d\u308c\u3092AI\u3067\u3069\u306e\u3088\u3046\u306b\u89e3\u6c7a\u3059\u308b\u306e\u304b\u3001\u305d\u306e\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">LangChain\u306e\u6848\u4ef6\u7372\u5f97\u306b\u5fc5\u9808\u3068\u306a\u308b\u30b9\u30ad\u30eb\u3068\u3001\u3042\u308b\u3068\u6709\u5229\u306a\u30b9\u30ad\u30eb\u306b\u5206\u3051\u3066\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-5\">\u6848\u4ef6\u7372\u5f97\u306b\u3010\u5fc5\u9808\u3011\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u6848\u4ef6\u7372\u5f97\u306b\u5fc5\u9808\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u7d39\u4ecb\u3059\u308b\u300c\u5fc5\u9808\u300d\u3068\u3044\u3046\u306e\u306f\u3001\u9ad8\u5ea6\u306a\u7406\u8ad6\u3092\u3059\u3079\u3066\u7406\u89e3\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b\u3001\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6700\u4f4e\u9650\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u81ea\u5206\u3067\u8abf\u3079\u306a\u304c\u3089\u5b9f\u88c5\u3092\u524d\u306b\u9032\u3081\u3089\u308c\u308b\u304b\u3069\u3046\u304b\u304c\u5927\u4e8b\u3067\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb<\/h4>\r\n<p class=\"normal-Txt\">LangChain\u306fPython\u3092\u4e2d\u5fc3\u306b\u5229\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u6700\u4f4e\u9650\u306ePython\u30b9\u30ad\u30eb\u306f\u5fc5\u9808\u3067\u3059\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u5916\u90e8API\u306e\u5229\u7528\u3001\u975e\u540c\u671f\u51e6\u7406\u3068\u3044\u3063\u305f\u696d\u52d9\u5bc4\u308a\u306e\u5b9f\u88c5\u7d4c\u9a13\u304c\u3042\u308b\u3068\u6709\u5229\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u77ed\u671f\u9593\u3067\u6210\u679c\u7269\u306b\u843d\u3068\u3057\u8fbc\u3080\u529b\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u30b3\u30fc\u30c9\u30ea\u30fc\u30c7\u30a3\u30f3\u30b0\u3084\u65e2\u5b58\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6d3b\u7528\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">\u30d7AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u77e5\u8b58<\/h4>\r\n<p class=\"normal-Txt\">LangChain\u81ea\u4f53\u306fLLM\u3092\u6271\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308a\u3001\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\u3092\u6df1\u304f\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u3068\u4f7f\u3044\u3065\u3089\u3044\u3067\u3059\u3002<\/p>\r\n\r\n<ul class=\"dot-List\">\r\n\u7279\u306b\u4ee5\u4e0b\u306f\u77e5\u3063\u3066\u304a\u3044\u305f\u65b9\u304c\u826f\u3044\u9818\u57df\u3067\u3059\u3002\r\n<br><br>\r\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\r\n<li>LLM\u306e\u57fa\u672c<\/li>\r\n<li>RAG\u306e\u69cb\u9020<\/li>\r\n<li>Embedding\uff08\u57cb\u3081\u8fbc\u307f\uff09\u691c\u7d22<\/li>\r\n<\/ul>\r\n\r\n\r\n<h4 class=\"articletit-H4\">\u30a4\u30f3\u30d5\u30e9\u30fbDevOps\u306e\u30b9\u30ad\u30eb<\/h4>\r\n<p class=\"normal-Txt\">\u751f\u6210AI\u306ePoC\u306f\u52d5\u3051\u3070\u3088\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u6700\u7d42\u7684\u306b\u793e\u5185\u30c4\u30fc\u30eb\u3068\u3057\u3066\u904b\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30d5\u30e9\u95a2\u4fc2\u3082\u7406\u89e3\u3057\u3066\u304a\u304f\u3079\u304d\u3067\u3059\u3002<\/p>\r\n<ul class=\"dot-List\">\r\n\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<br><br>\r\n<li>Docker<\/li>\r\n<li>\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9(AWS\u3001GCP\u3001Azure)<\/li>\r\n<li>CI\/CD\u306e\u77e5\u8b58<\/li>\r\n<li>\u74b0\u5883\u5909\u6570<\/li>\r\n<\/ul>\r\n\r\n\r\n<p class=\"normal-Txt\">LangChain\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u304b\u308c\u308b\u305f\u3081\u3001\u672c\u756a\u904b\u7528\u3067\u306f\u30a4\u30f3\u30d5\u30e9\u95a2\u4fc2\u306e\u77e5\u8b58\u304c\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-6\">\u6848\u4ef6\u7372\u5f97\u306b\u3010\u6709\u5229\u3011\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u7d76\u5bfe\u306b\u5b66\u3070\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u6848\u4ef6\u7372\u5f97\u306e\u969b\u306b\u6709\u5229\u3068\u306a\u308b\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">API\u958b\u767a\u7d4c\u9a13<\/h4>\r\n<p class=\"normal-Txt\">\u591a\u304f\u306eLangChain\u6848\u4ef6\u3067\u306f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u3084\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u3092\u4f34\u3044\u307e\u3059\u3002API\u306e\u8a2d\u8a08\u3084\u5229\u7528\u7d4c\u9a13\u306f\u6848\u4ef6\u3067\u5f37\u3044\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u77e5\u8b58<\/h4>\r\n<p class=\"normal-Txt\">AI\u5c0e\u5165\u3067\u306f\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3084\u793e\u5185\u6587\u66f8\u306e\u53d6\u308a\u6271\u3044\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3084\u30ed\u30b0\u7ba1\u7406\u306a\u3069\u306e\u57fa\u672c\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002\r\n\u7279\u306b\u91d1\u878d\u3084\u533b\u7642\u7cfb\u306a\u3069\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046\u9818\u57df\u3067\u306f\u5fc5\u9808\u30b9\u30ad\u30eb\u306b\u8fd1\u304f\u3001\u63d0\u6848\u6642\u306b\u6709\u5229\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">React\/Next.js\u306a\u3069\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u6280\u8853<\/h4>\r\n<p class=\"normal-Txt\">PoC\u958b\u767a\u3067\u306f\u3001\u30e2\u30c3\u30afUI\u3084\u7c21\u6613UI\u3092\u81ea\u4f5c\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\r\n\u751f\u6210AI\u306fUI\u306e\u898b\u305b\u65b9\u3067\u4fa1\u5024\u304c\u4f1d\u308f\u308a\u3084\u3059\u304f\u306a\u308b\u305f\u3081\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u6280\u8853\u304c\u3042\u308b\u3068\u8a55\u4fa1\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-10\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u7372\u5f97\u524d\u306b\u6e96\u5099\u3059\u3079\u304d\u3053\u3068<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/05\/Shutterstock_2274659745.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">\u8aac\u660e\u3057\u3066\u304d\u305fLangChain\u3084\u305d\u306e\u5468\u8fba\u306e\u30b9\u30ad\u30eb\u304c\u3042\u308b\u3060\u3051\u3067\u306f\u3059\u3050\u306b\u6848\u4ef6\u304c\u53d6\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u767a\u6ce8\u8005\u304c\u5b89\u5fc3\u3057\u3066\u6848\u4ef6\u3092\u4efb\u305b\u3089\u308c\u308b\u3068\u5224\u65ad\u3067\u304d\u308b\u60c5\u5831\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-7\">\u5b9f\u7e3e\u3092\u307e\u3068\u3081\u305f\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u4f5c\u6210<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u306f\u5177\u4f53\u7684\u306a\u6210\u679c\u7269\u304c\u793a\u3057\u3084\u3059\u3044\u5206\u91ce\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u307e\u3068\u3081\u308b\u3068\u8a55\u4fa1\u3055\u308c\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n<ul class=\"dot-List\">\r\n<li>\u7279\u5b9a\u30b5\u30a4\u30c8\u3084\u30cb\u30e5\u30fc\u30b9\u3092\u81ea\u52d5\u53ce\u96c6\u3057\u56de\u7b54\u3059\u308bWeb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/li>\r\n<li>\u6587\u66f8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u56de\u7b54\u3067\u304d\u308bQA\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea<\/li>\r\n<li>\u5916\u90e8API\u9023\u643a\u30c4\u30fc\u30eb<\/li>\r\n<\/ul>\r\n\r\n<p class=\"normal-Txt\">\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u3069\u3053\u307e\u3067\u5f62\u306b\u3057\u305f\u7d4c\u9a13\u304c\u3042\u308b\u306e\u304b\u304c\u91cd\u8981\u3067\u3059\u3002\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306f\u305d\u306e\u78ba\u8a8d\u6750\u6599\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-8\">\u6280\u8853\u8a18\u4e8b\u306e\u57f7\u7b46<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u6280\u8853\u8a18\u4e8b\u306f\u3001\u767a\u6ce8\u8005\u306b\u81ea\u5206\u306e\u8996\u70b9\u3084\u77e5\u8b58\u3092\u4f1d\u3048\u308b\u65b9\u6cd5\u3068\u3057\u3066\u6709\u52b9\u3067\u3059\u3002\r\n\u7279\u306bLangChain\u3084\u751f\u6210AI\u9818\u57df\u306f\u60c5\u5831\u306e\u66f4\u65b0\u304c\u65e9\u304f\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u77e5\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u30a2\u30d4\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<ul class=\"dot-List\">\r\n\u8a18\u4e8b\u306e\u984c\u6750\u4f8b\u3068\u3057\u3066\u306f\u3001<br><br>\r\n<li>LangChain\u3067\u25cb\u25cb\u3092\u8a66\u3057\u3066\u307f\u305f<\/li>\r\n<li>RAG\u69cb\u7bc9\u306e\u624b\u9806\u307e\u3068\u3081<\/li>\r\n<li>\u6700\u65b0\u30e2\u30c7\u30eb\u3067\u7cbe\u5ea6\u306f\u3069\u3046\u5909\u308f\u308b\u306e\u304b<\/li>\r\n<\/ul>\r\n\r\n<p class=\"normal-Txt\">\u3068\u3044\u3046\u3082\u306e\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-9\">\u81ea\u8eab\u306e\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u5f37\u5316<\/span><\/h3>\r\n<p class=\"normal-Txt\">SNS\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306e\u767a\u4fe1\u3001GitHub\u306e\u66f4\u65b0\u3084\u30bb\u30df\u30ca\u30fc\u53c2\u52a0\u306fLangChain\u9818\u57df\u3067\u306f\u7279\u306b\u52b9\u679c\u304c\u51fa\u3084\u3059\u3044\u6d3b\u52d5\u3067\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u5b9f\u88c5\u8005\u306e\u6bcd\u6570\u304c\u5c11\u306a\u3044\u306b\u3082\u95a2\u308f\u3089\u305a\u3001\u767a\u6ce8\u304c\u77ed\u671f\u3067\u6c7a\u307e\u308b\u3053\u3068\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-10\">\u5358\u4fa1\u3084\u5951\u7d04\u306e\u6761\u4ef6\u306e\u660e\u78ba\u5316<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u6761\u4ef6\u304c\u66d6\u6627\u3060\u3068\u306e\u3061\u306b\u30c8\u30e9\u30d6\u30eb\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\r\n\u7a3c\u50cd\u6642\u9593\u3084\u62c5\u5f53\u7bc4\u56f2\u3001\u6642\u9593\u5358\u4fa1\u306a\u306e\u304b\u56fa\u5b9a\u5831\u916c\u306a\u306e\u304b\u3068\u3044\u3046\u3088\u3046\u306a\u6761\u4ef6\u306f\u6848\u4ef6\u306e\u6c7a\u5b9a\u306e\u6700\u521d\u306e\u6bb5\u968e\u3067\u6574\u3048\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-11\">\u521d\u5fc3\u8005\u304c\u6700\u521d\u306eLangChain\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/07\/shutterstock_2064844889.jpg\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u7372\u5f97\u3059\u308b\u307e\u3067\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u30015\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002LangChain\u9818\u57df\u306f\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u30b9\u30d4\u30fc\u30c9\u611f\u304c\u91cd\u8996\u3055\u308c\u308b\u305f\u3081\u3001\u6848\u4ef6\u3092\u6bd4\u8f03\u7684\u65e9\u304f\u7372\u5f97\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u3053\u3053\u3067\u306f\u3001\u6848\u4ef6\u7372\u5f97\u307e\u3067\u306e5\u30b9\u30c6\u30c3\u30d7\u3092\u9806\u306b\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"STEP1LangChain12\">STEP1\uff1aLangChain\u306e\u57fa\u790e\u5b66\u7fd2\uff081\u301c2\u30f6\u6708\uff09<\/span><\/h3>\r\n\u3000<p class=\"normal-Txt\">\u6700\u521d\u306e1\u301c2\u30f6\u6708\u306f\u57fa\u790e\u5b66\u7fd2\u306b\u5f53\u3066\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7bc4\u56f2\u3092\u52c9\u5f37\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\r\n \r\n <ul class=\"dot-List\">\r\n<li>LangChain\u306e\u57fa\u672c\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/li>\r\n<li>ChatGPT API\u306a\u3069\u306eLLM\u306e\u5229\u7528\u65b9\u6cd5<\/li>\r\n<li>RAG\u306e\u4ed5\u7d44\u307f<\/li>\r\n<li>Python\u3068\u5916\u90e8API\u306e\u9023\u643a<\/li>\r\n<\/ul>\r\n\r\n\r\n<p class=\"normal-Txt\">\u305d\u306e\u969b\u3001LangChain\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084Udemy\u7b49\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u8b1b\u5ea7\u304c\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"STEP21\">STEP2\uff1a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u4f5c\u6210\uff081\u30f6\u6708\uff09<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u5b66\u3093\u3060\u57fa\u790e\u3092\u4f7f\u3044\u3001\u5b9f\u52d9\u306b\u8fd1\u3044\u6210\u679c\u7269\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\r\n<ul class=\"dot-List\">\r\n\u4f8b\u3048\u3070\u3001\r\n<li>\u6587\u66f8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308bQA\u30a2\u30d7\u30ea<\/li>\r\n<li>Web\u60c5\u5831\u53ce\u96c6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/li>\r\n<\/ul>\r\n\r\n<p class=\"normal-Txt\">\u306a\u3069\u3067\u3059\u3002<br>\u4f5c\u6210\u3057\u305f\u30c7\u30e2\u30a2\u30d7\u30ea\u3084\u52d5\u753b\u306a\u3069\u3092GitHub\u306b\u516c\u958b\u3057\u3001\u81ea\u5206\u304c\u4f55\u3092\u4f5c\u308c\u308b\u306e\u304b\u3092\u30a2\u30d4\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"STEP3\">STEP3\uff1a\u6280\u8853\u8a18\u4e8b\u306a\u3069\u306e\u60c5\u5831\u767a\u4fe1\u958b\u59cb\uff08\u7d99\u7d9a\u7684\uff09<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u60c5\u5831\u767a\u4fe1\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u306f\u6848\u4ef6\u7372\u5f97\u306b\u76f4\u7d50\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002LangChain\u306b\u95a2\u3059\u308b\u60c5\u5831\u767a\u4fe1\u3092\u884c\u3046\u4eba\u304c\u5c11\u306a\u3044\u305f\u3081\u3001\u767a\u6ce8\u8005\u306f\u60c5\u5831\u767a\u4fe1\u3092\u884c\u3046\u6280\u8853\u529b\u306e\u3042\u308b\u4eba\u306b\u6848\u4ef6\u3092\u4efb\u305b\u305f\u3044\u3068\u601d\u3046\u304b\u3089\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u524d\u8ff0\u306e\u901a\u308a\u3001\u6280\u8853\u8a18\u4e8b\u3060\u3051\u3067\u306a\u304f\u3001SNS\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3082\u52b9\u679c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"STEP412\">STEP4\uff1a\u521d\u5fc3\u8005\u5411\u3051\u306e\u6848\u4ef6\u63a2\u3057\uff081\u301c2\u30f6\u6708\uff09<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3057\u767a\u4fe1\u307e\u3067\u884c\u3048\u308c\u3070\u6848\u4ef6\u63a2\u3057\u306f\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u30b5\u30a4\u30c8\u306b\u767b\u9332\u3057\u3001\u6848\u4ef6\u306b\u5fdc\u52df\u3057\u307e\u3057\u3087\u3046\u3002<br>\r\n\u521d\u5fc3\u8005\u6848\u4ef6\u306f\u3001PoC\u3084\u5c0f\u898f\u6a21\u306aRAG\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u4e2d\u5fc3\u3067\u3059\u3002\u5b9f\u52d9\u672a\u7d4c\u9a13\u3067\u3082\u30e2\u30c3\u30af\u3092\u5f62\u306b\u3057\u3066\u3044\u308c\u3070\u6848\u4ef6\u7372\u5f97\u306e\u30c1\u30e3\u30f3\u30b9\u306f\u5341\u5206\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"STEP5\">STEP5\uff1a\u6848\u4ef6\u306e\u521d\u53d7\u6ce8\u3068\u5b9f\u7e3e\u4f5c\u308a<\/span><\/h3>\r\n<p class=\"normal-Txt\">1\u4ef6\u3067\u3082\u53d7\u6ce8\u3059\u308c\u3070\u3001\u305d\u3053\u304b\u3089\u6b21\u306e\u6848\u4ef6\u306b\u3064\u306a\u304c\u308a\u3084\u3059\u3044\u306e\u304cLangChain\u526f\u696d\u306e\u7279\u5fb4\u3067\u3059\u3002PoC\u6848\u4ef6\u306f\u77ed\u671f\u3067\u7d42\u308f\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u305d\u3053\u304b\u3089\u3001\u6539\u826f\u2192\u5185\u88fd\u5316\u2192\u5225\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3044\u3046\u6d41\u308c\u3067\u3001\u540c\u3058\u4f1a\u793e\u3067\u306e\u6848\u4ef6\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u307e\u305f\u3001\u6848\u4ef6\u306e\u5b9f\u7e3e\u3092\u516c\u958b\u3059\u308b\u3053\u3068\u3067\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u304c\u5145\u5b9f\u3057\u6848\u4ef6\u7372\u5f97\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002\r\n\u5b9f\u7e3e\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u30b9\u30ad\u30eb\u304c\u9ad8\u307e\u308b\u3053\u3068\u3067\u3001\u6848\u4ef6\u5358\u4fa1\u304c\u4e0a\u304c\u308b\u3068\u3068\u3082\u306b\u7d99\u7d9a\u6848\u4ef6\u3082\u53d6\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h4 class=\"articletit-H4\">LangChain\u306e\u526f\u696d\u3092\u59cb\u3081\u308b\u306a\u3089\u300c\u30d5\u30ea\u30b5\u30dd\u300d<\/h4>\r\n<figure class=\"img-Wide\">\r\n<a href=\"https:\/\/www.bigdata-navi.com\/edge-freelance-support\/?utm_source=aidrops&#038;utm_medium=referral&#038;utm_campaign=image_01\" target=\"_blank\" class=\"external-Link\" rel=\"noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/07\/af5d9842f30d754b028d467d66ec6d07.png\" alt=\"BIGDATA NAVI\"\/><\/a>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u306e\u526f\u696d\u3092\u59cb\u3081\u308b\u306b\u306f\u3001<a href=\"https:\/\/www.bigdata-navi.com\/edge-freelance-support\/?utm_source=aidrops&#038;utm_medium=referral&#038;utm_campaign=text_01\" target=\"_blank\" class=\"external-Link\" rel=\"noopener noreferrer\">\u300c\u30d5\u30ea\u30b5\u30dd\u300d<\/a>\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u300c\u30d5\u30ea\u30b5\u30dd\u300d\u3068\u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3078\u306e\u72ec\u7acb\u3084\u3001\u526f\u696d\u304b\u3089\u306e\u30b9\u30bf\u30fc\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">IT\u30fbWeb\u7cfb\u306e\u526f\u696d\u3092\u59cb\u3081\u3066\u307f\u305f\u3044\u4eba\u3084\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u3068\u3057\u3066\u72ec\u7acb\u3092\u76ee\u6307\u3059\u4eba\u3092\u5b8c\u5168\u7121\u6599\u3067\u652f\u63f4\u3057\u3066\u304a\u308a\u3001\u9023\u643a\u5148\u306e\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u6c42\u4eba\u5a92\u4f53\u304b\u3089\u3001\u975e\u516c\u958b\u6848\u4ef6\u3082\u542b\u3081\u305f\u526f\u696d\u6848\u4ef6\u306e\u60c5\u5831\u63d0\u4f9b\u3092\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">\u30ad\u30e3\u30ea\u30a2\u30ab\u30a6\u30f3\u30bb\u30e9\u30fc\u306b\u3088\u308b\u7121\u6599\u30ab\u30a6\u30f3\u30bb\u30ea\u30f3\u30b0\u3001\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306e\u305f\u3081\u306e\u8b1b\u5ea7\u3092\u7121\u6599\u30fb\u683c\u5b89\u3067\u53d7\u3051\u3089\u308c\u308b\u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u3082\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">\u5fdc\u52df\u306b\u306fIT\u30fbWeb\u9818\u57df\u306b\u304a\u3051\u308b\u5b9f\u52d9\u7d4c\u9a13\u304c\u534a\u5e74\u4ee5\u4e0a\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u304b\u3089\u526f\u696d\u3092\u59cb\u3081\u3088\u3046\u3068\u8003\u3048\u3066\u3044\u308b\u4eba\u3001\u526f\u696d\u3092\u59cb\u3081\u305f\u3082\u306e\u306e\u8077\u7a2e\u3084\u6848\u4ef6\u306e\u5909\u66f4\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4eba\u306f\u3001\u307e\u305a\u306f\u30a8\u30f3\u30c8\u30ea\u30fc\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\r\n\r\n<div class=\"bdn_Link02\">\r\n<a href=\"https:\/\/www.bigdata-navi.com\/edge-freelance-support\/?utm_source=aidrops&#038;utm_medium=referral&#038;utm_campaign=button_01\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d5\u30ea\u30b5\u30dd\u306e\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a>\r\n<\/div>\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-12\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u7387\u3092\u4e0a\u3052\u308b\u30dd\u30a4\u30f3\u30c8<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/05\/Shutterstock_2191106677.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u306f\u3001\u5fdc\u52df\u3059\u308c\u3070\u3059\u3050\u306b\u901a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u767a\u6ce8\u8005\u306f\u3001\u9650\u3089\u308c\u305f\u671f\u9593\u3067PoC\u3084\u30c4\u30fc\u30eb\u3092\u5f62\u306b\u3057\u3066\u304f\u308c\u308b\u4eba\u3092\u6c42\u3081\u3066\u3044\u308b\u305f\u3081\u3001\u63a1\u7528\u306e\u57fa\u6e96\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u526f\u696d\u6848\u4ef6\u306e\u7372\u5f97\u7387\u3092\u4e0a\u3052\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-11\">\u7d20\u65e9\u3044\u30ec\u30b9\u30dd\u30f3\u30b9<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u751f\u6210AI\u3084PoC\u6848\u4ef6\u306f\u30b9\u30d4\u30fc\u30c9\u611f\u306e\u3042\u308b\u5e02\u5834\u3067\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u901f\u3055\u306f\u6280\u8853\u529b\u3068\u306f\u95a2\u4fc2\u306a\u3055\u305d\u3046\u3067\u3059\u304c\u3001\u8a55\u4fa1\u3055\u308c\u308b\u9805\u76ee\u3067\u3059\u3002<br>\r\n\u7279\u306b\u526f\u696d\u6848\u4ef6\u3067\u306f\u3001\u7d20\u65e9\u304f\u9023\u7d61\u304c\u53d6\u308c\u308b\u3053\u3068\u3001\u30bf\u30b9\u30af\u304c\u6ede\u3089\u306a\u3044\u3053\u3068\u3001\u8abf\u6574\u304c\u3057\u3084\u3059\u3044\u3053\u3068\u304c\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-12\">\u5177\u4f53\u7684\u306a\u63d0\u6848\u3092\u884c\u3046<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u304c\u4f7f\u3048\u308b\u3068\u30a2\u30d4\u30fc\u30eb\u3059\u308b\u3060\u3051\u3067\u306f\u6848\u4ef6\u306f\u901a\u308a\u307e\u305b\u3093\u3002\u767a\u6ce8\u8005\u306f\u8ab2\u984c\u306e\u89e3\u6c7a\u7b56\u3092\u6c42\u3081\u3066\u3044\u308b\u305f\u3081\u3001\u4f55\u3092\u4f5c\u308c\u308b\u306e\u304b\u3001\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3069\u306e\u65b9\u6cd5\u304c\u6700\u9069\u306a\u306e\u304b\u3001\u3069\u3053\u307e\u3067\u81ea\u5206\u304c\u5bfe\u5fdc\u3067\u304d\u308b\u306e\u304b\u3068\u3044\u3046\u3053\u3068\u3092\u5177\u4f53\u7684\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\r\n<p class=\"normal-Txt\">\u6848\u4ef6\u306b\u3088\u3063\u3066\u306f\u884c\u3063\u305f\u63d0\u6848\u304c\u305d\u306e\u307e\u307e\u63a1\u7528\u3055\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-13\">\u904e\u53bb\u5b9f\u7e3e\u3092\u52b9\u679c\u7684\u306b\u30a2\u30d4\u30fc\u30eb<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u6848\u4ef6\u3067\u306f\u3001\u5b9f\u88c5\u5185\u5bb9\u3092\u30e2\u30c3\u30af\u3084\u7c21\u6613\u30c7\u30e2\u3067\u793a\u3059\u3068\u52b9\u679c\u7684\u306a\u30a2\u30d4\u30fc\u30eb\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u52d5\u4f5c\u52d5\u753b\u3084\u4f5c\u6210\u3057\u305f\u30a2\u30d7\u30ea\u306a\u3069\u3067\u3059\u3002<br>\r\n\r\n\u6848\u4ef6\u306b\u5fdc\u52df\u3059\u308b\u3068\u304d\u306b\u306f\u3001\u985e\u4f3c\u6848\u4ef6\u306e\u7d4c\u9a13\u304c\u3042\u308c\u3070\u305d\u306e\u6210\u679c\u7269\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u5206\u306e\u7d4c\u9a13\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u985e\u4f3c\u6848\u4ef6\u306e\u7d4c\u9a13\u304c\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u95a2\u9023\u3059\u308b\u30b9\u30ad\u30eb\u3092\u63d0\u793a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-14\">\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306e\u30a2\u30d4\u30fc\u30eb<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u751f\u6210AI\u6848\u4ef6\u306f\u8981\u4ef6\u304c\u66d6\u6627\u306a\u307e\u307e\u9032\u3080\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306f\u767a\u6ce8\u8005\u306b\u3068\u3063\u3066\u30ea\u30b9\u30af\u4f4e\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u8981\u4ef6\u306e\u6574\u7406\u3084\u9032\u6357\u306e\u5831\u544a\u3001\u30ea\u30b9\u30af\u306e\u5171\u6709\u306a\u3069\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u308b\u3068\u6848\u4ef6\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u307e\u305f\u3001\u767a\u6ce8\u8005\u5074\u306b\u306f\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3082\u3044\u308b\u305f\u3081\u3001\u305d\u3046\u3044\u3063\u305f\u4eba\u3005\u306b\u8aac\u660e\u304c\u3067\u304d\u308b\u80fd\u529b\u3082\u975e\u5e38\u306b\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-15\">\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u3068\u751f\u6210AI\u9818\u57df\u306f\u5909\u5316\u304c\u65e9\u304f\u3001\u983b\u7e41\u306b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u884c\u308f\u308c\u307e\u3059\u3002LLM\u306e\u65b0\u30e2\u30c7\u30eb\u60c5\u5831\u3084\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u3001\u6700\u65b0\u60c5\u5831\u3092\u5e38\u306b\u78ba\u8a8d\u3057\u306a\u304c\u3089\u3001\u65b0\u3057\u3044\u6a5f\u80fd\u306f\u3059\u3050\u306b\u89e6\u308b\u3068\u3044\u3046\u59ff\u52e2\u304c\u5fc5\u8981\u3067\u3059\u3002\u767a\u6ce8\u8005\u306f\u57fa\u790e\u30b9\u30ad\u30eb\u304c\u3042\u308b\u4eba\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u304c\u3001\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u9045\u308c\u306a\u3044\u4eba\u3082\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<h2 class=\"articletit-H2\"><span id=\"LangChain-13\">LangChain\u306e\u526f\u696d\u6848\u4ef6\u3092\u59cb\u3081\u308b\u969b\u306b\u6ce8\u610f\u3059\u308b\u70b9<\/span><\/h2>\r\n<figure class=\"img-Wide\">\r\n<img decoding=\"async\" src=\"https:\/\/www.bigdata-navi.com\/aidrops\/wp-content\/uploads\/2025\/05\/Shutterstock_2166973417.png\" alt=\"\"\/>\r\n<\/figure>\r\n<p class=\"normal-Txt\">LangChain\u526f\u696d\u306f\u6848\u4ef6\u7372\u5f97\u306e\u96e3\u6613\u5ea6\u304c\u4e0b\u304c\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u526f\u696d\u3068\u3057\u3066\u53d6\u308a\u7d44\u3080\u5834\u5408\u306b\u306f\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3079\u304d\u6ce8\u610f\u70b9\u304c\u8907\u6570\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u4ee5\u4e0b\u306b\u6ce8\u610f\u70b9\u30924\u3064\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-16\">\u52e4\u52d9\u5148\u306b\u526f\u696d\u53ef\u80fd\u304b\u78ba\u8a8d\u3059\u308b<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u307e\u305a\u524d\u63d0\u3068\u3057\u3066\u3001\u73fe\u5728\u50cd\u3044\u3066\u3044\u308b\u4f1a\u793e\u304c\u526f\u696d\u3092\u8a31\u53ef\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f1a\u793e\u306b\u3088\u3063\u3066\u3001\u526f\u696d\u7981\u6b62\u3084\u7533\u8acb\u5236\u306a\u3069\u898f\u5b9a\u304c\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\r\n\u526f\u696d\u304c\u660e\u78ba\u306b\u8a31\u53ef\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u672c\u696d\u3068\u5229\u76ca\u76f8\u53cd\u306b\u306a\u3089\u306a\u3044\u304b\u3068\u3044\u3046\u89b3\u70b9\u304c\u91cd\u8981\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<p class=\"normal-Txt\">\u7981\u6b62\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3067\u3069\u3046\u3057\u3066\u3082\u526f\u696d\u3092\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u78ba\u5b9a\u7533\u544a\u306e\u4f4f\u6c11\u7a0e\u306e\u7d0d\u4ed8\u65b9\u6cd5\u3092\u81ea\u5206\u3067\u7d0d\u4ed8\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u3001\u4f1a\u793e\u306b\u526f\u696d\u53ce\u5165\u304c\u901a\u77e5\u3055\u308c\u308b\u53ef\u80fd\u6027\u3092\u4e0b\u3052\u3089\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u4f1a\u793e\u306b\u526f\u696d\u304c\u77e5\u3089\u308c\u308b\u30ea\u30b9\u30af\u306f\u30bc\u30ed\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-17\">\u5951\u7d04\u5185\u5bb9\u3092\u614e\u91cd\u306b\u78ba\u8a8d\u3059\u308b<\/span><\/h3>\r\n<p class=\"normal-Txt\">LangChain\u6848\u4ef6\u306f\u8a66\u4f5c\u30d9\u30fc\u30b9\u306e\u958b\u767a\u3082\u591a\u304f\u3001\u6210\u679c\u7269\u306e\u5b9a\u7fa9\u304c\u66d6\u6627\u306a\u307e\u307e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u9032\u884c\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u5951\u7d04\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u9805\u76ee\u3068\u3057\u3066\u306f\u4ee5\u4e0b\u304c\u4f8b\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\r\n\r\n<ul class=\"dot-List\">\r\n<li>\u62c5\u5f53\u7bc4\u56f2<\/li>\r\n<li>\u6210\u679c\u7269\u306e\u5b9a\u7fa9<\/li>\r\n<li>\u7d0d\u54c1\u65b9\u6cd5<\/li>\r\n<li>\u691c\u53ce\u57fa\u6e96<\/li>\r\n<li>\u7a3c\u50cd\u6642\u9593<\/li>\r\n<li>\u5358\u4fa1\u3001\u652f\u6255\u6642\u671f<\/li>\r\n<\/ul>\r\n\r\n\r\n<p class=\"normal-Txt\">\u7279\u306b\u6210\u679c\u7269\u306e\u6a29\u5229\u306fAI\u306b\u95a2\u9023\u3057\u3066\u30c8\u30e9\u30d6\u30eb\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u5b89\u5fc3\u3067\u3059\u3002<\/p>\r\n\r\n<h3 class=\"articletit-H3\"><span id=\"i-18\">\u672c\u696d\u306b\u652f\u969c\u304c\u51fa\u306a\u3044\u3088\u3046\u306b\u3059\u308b<\/span><\/h3>\r\n<p class=\"normal-Txt\">\u526f\u696d\u306e\u7d99\u7d9a\u306b\u304a\u3044\u3066\u6700\u3082\u5927\u4e8b\u306a\u306e\u306f\u672c\u696d\u3068\u306e\u4e21\u7acb\u3067\u3059\u3002LangChain\u6848\u4ef6\u306f\u77ed\u671f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u6539\u5584\u3092\u7e70\u308a\u8fd4\u3059\u3082\u306e\u304c\u591a\u3044\u305f\u3081\u3001\u9023\u7d61\u3084\u4fee\u6b63\u5bfe\u5fdc\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u3082\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n<p 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class=\"normal-Txt\">\u307e\u305f\u3001\u958b\u696d\u5c4a\u3092\u63d0\u51fa\u3059\u308b\u306e\u304b\u3001\u7d4c\u8cbb\u8a08\u4e0a\u306e\u6271\u3044\u3001\u9752\u8272\u7533\u544a\u306b\u3059\u308b\u304b\u306a\u3069\u3082\u691c\u8a0e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\r\n<ul class=\"dot-List\">\r\n\u7d4c\u8cbb\u8a08\u4e0a\u306b\u3064\u3044\u3066\u306f\u3001LangChain\u526f\u696d\u306f\u7d4c\u8cbb\u5316\u3057\u3084\u3059\u3044\u3082\u306e\u3092\u591a\u304f\u5229\u7528\u3059\u308b\u526f\u696d\u3067\u3042\u308a\u3001\r\n<br><br>\r\n<li>\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u91d1<\/li>\r\n<li>\u66f8\u7c4d<\/li>\r\n<li>\u30bb\u30df\u30ca\u30fc<\/li>\r\n<li>PC\u30fb\u5468\u8fba\u6a5f\u5668<\/li>\r\n<br>\r\n\u306a\u3069\u3082\u8a08\u4e0a\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\r\n<\/ul>\r\n\r\n\r\n\r\n<p 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