{"id":6423,"date":"2025-05-15T12:49:31","date_gmt":"2025-05-15T12:49:31","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6423"},"modified":"2025-05-15T12:49:31","modified_gmt":"2025-05-15T12:49:31","slug":"%e6%b7%b1%e5%85%a5%e7%90%86%e8%a7%a3langgraph%ef%bc%9a%e6%9e%84%e5%bb%ba%e6%99%ba%e8%83%bdai%e5%b7%a5%e4%bd%9c%e6%b5%81%e7%9a%84%e6%96%b0%e8%8c%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/ja\/archives\/6423","title":{"rendered":"LangGraph\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\uff1a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306aAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u7bc9\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0"},"content":{"rendered":"<p>\u4eca\u65e5\u306eAI\u6280\u8853\u306e\u6025\u901f\u306a\u767a\u5c55\u306b\u304a\u3044\u3066\u3001\u8907\u96d1\u306aAI\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u306f\u4f01\u696d\u3084\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u9769\u65b0\u7684\u306aAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bLangGraph\u306f\u3001\u30b0\u30e9\u30d5\u601d\u8003\u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_180727_416_cleanup-realesr-animevideov3-x2-x2.png\" alt=\"\" class=\"wp-image-1230\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u6838\u5fc3\u7406\u5ff5\u4e0e\u8bbe\u8ba1\u54f2\u5b66\">\u30e9\u30f3\u30b0\u30e9\u30d5\u306e\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u30c7\u30b6\u30a4\u30f3\u54f2\u5b66<\/h2>\n\n\n\n<p>LangGraph\u306e\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8\u306f\u3001\u8907\u96d1\u306aAI\u30bf\u30b9\u30af\u3092\u6709\u5411\u30b0\u30e9\u30d5\u69cb\u9020\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u3067\u3042\u308a\u3001\u5404\u30ce\u30fc\u30c9\u306f\u5b9f\u884c\u5358\u4f4d\u3092\u8868\u3057\u3001\u30a8\u30c3\u30b8\u306f\u5b9f\u884c\u306e\u6d41\u308c\u3068\u6761\u4ef6\u3092\u5b9a\u7fa9\u3059\u308b\u3002\u3053\u306e\u8a2d\u8a08\u601d\u60f3\u306f\u3001\u5b9f\u4e16\u754c\u306e\u554f\u984c\u306e\u8907\u96d1\u3055\u306b\u5bfe\u3059\u308b\u6df1\u3044\u7406\u89e3\u306b\u7531\u6765\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9700\u8981langgraph\">\u306a\u305cLangGraph\u304c\u5fc5\u8981\u306a\u306e\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u4f01\u696d\u304c\u3088\u308a\u30b9\u30de\u30fc\u30c8\u3067\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u7d44\u7e54\u3078\u3068\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3001\u5358\u7d14\u306a\u8cea\u554f\u306b\u7b54\u3048\u308b\u4ee5\u4e0a\u306e\u3053\u3068\u304c\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u5fc5\u8981\u6027\u304c\u6025\u901f\u306b\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5fdc\u7b54\u3059\u308b\u3060\u3051\u306eAI\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3082\u306f\u3084\u6e80\u8db3\u3067\u304d\u305a\u3001\u7d44\u7e54\u306f\u8003\u3048\u3001\u8a08\u753b\u3057\u3001\u884c\u52d5\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u6b21\u4e16\u4ee3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u3067\u304d\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u6bb5\u968e\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3051\u308b\u8abf\u6574<\/li>\n\n\n\n<li>\u6700\u9069\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u629e<\/li>\n\n\n\n<li>\u6587\u8108\u60c5\u5831\u306e\u691c\u7d22\u3068\u63a8\u8ad6<\/li>\n\n\n\n<li>\u7d99\u7d9a\u7684\u306a\u4eba\u9593\u306e\u4ecb\u5165\u306a\u3057\u306b\u81ea\u5f8b\u7684\u306b\u610f\u601d\u6c7a\u5b9a\u304c\u5b9f\u884c\u3055\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_193006_975_cleanup-scaled.jpg\" alt=\"\" class=\"wp-image-1242\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u56fe\u7ed3\u6784\u7684\u4e09\u5927\u8981\u7d20\">\u30c0\u30a4\u30a2\u30b0\u30e9\u30e0\u306e\u69cb\u9020\u3092\u69cb\u6210\u3059\u308b3\u3064\u306e\u4e3b\u8981\u8981\u7d20<\/h3>\n\n\n\n<p>LangGraph\u306e\u30b3\u30a2\u306f3\u3064\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u30ce\u30fc\u30c9<\/strong>\u72ec\u7acb\u3057\u305f\u30e6\u30cb\u30c3\u30c8\u3092\u8868\u3057\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u3067\u304d\u308b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ce\u30fc\u30c9\uff1a\u72ec\u7acb\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u3092\u30ab\u30d7\u30bb\u30eb\u5316<\/li>\n\n\n\n<li>\u30c4\u30fc\u30eb\u30ce\u30fc\u30c9\uff1a\u7279\u5b9a\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u3059<\/li>\n\n\n\n<li>END\u30ce\u30fc\u30c9\uff1a\u30d7\u30ed\u30bb\u30b9\u7d42\u4e86\u306e\u8b58\u5225<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30a8\u30c3\u30b8<\/strong>\u72b6\u614b\u30d5\u30ed\u30fc\u306e\u6c7a\u5b9a\u30d1\u30b9\u306b\u30e9\u30d9\u30eb\u3092\u4ed8\u3051\u3001\u6b21\u306b\u3069\u306e\u30ce\u30fc\u30c9\u306b\u30b8\u30e3\u30f3\u30d7\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u9010\u6b21\u5b9f\u884c\uff08\u30ea\u30cb\u30a2\u30d5\u30ed\u30fc\uff09<\/li>\n\n\n\n<li>\u6761\u4ef6\u4ed8\u304d\u30b8\u30e3\u30f3\u30d7\uff08\u30b9\u30c6\u30fc\u30c8\u30d9\u30fc\u30b9\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5dde<\/strong>\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u901a\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3084\u76f8\u4e92\u4f5c\u7528\u306e\u72b6\u614b\u3092\u8a18\u9332\u3057\u3001\u30ce\u30fc\u30c9\u9593\u306e\u30d5\u30ed\u30fc\u3092\u99c6\u52d5\u3059\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u8a2d\u8a08\u306b\u3088\u308a\u3001LangGraph\u306f\u975e\u5e38\u306b\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3055\u308c\u3001\u76f4\u611f\u7684\u306b\u64cd\u4f5c\u3067\u304d\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u30ed\u30b8\u30c3\u30af\u3084\u6761\u4ef6\u5206\u5c90\u306b\u5f93\u3046\u5fc5\u8981\u306e\u3042\u308b\u4f01\u696d\u30b7\u30b9\u30c6\u30e0\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_173024_065.png\" alt=\"\" class=\"wp-image-1226\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72b6\u6001\u7ba1\u7406\u4e0e\u5de5\u4f5c\u6d41\u6784\u5efa\">LangGraph\u306e\u72b6\u614b\u7ba1\u7406\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u7bc9<\/h2>\n\n\n\n<p>\u72b6\u614b\u7ba1\u7406\u306fLangGraph\u306e\u30b3\u30a2\u6a5f\u80fd\u306e\u4e00\u3064\u3067\u3001Pydantic\u30e2\u30c7\u30eb\u3092\u901a\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u306e\u5171\u6709\u72b6\u614b\u3092\u5b9a\u7fa9\u3057\u3001\u7dad\u6301\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u72b6\u6001\u5b9a\u4e49\u4e0e\u7ba1\u7406\">\u72b6\u614b\u306e\u5b9a\u7fa9\u3068\u7ba1\u7406<\/h3>\n\n\n\n<p>LangGraph\u306fTypedDict\u307e\u305f\u306fPydantic\u3092\u4f7f\u3063\u3066\u72b6\u614b\u69cb\u9020\u3092\u5b9a\u7fa9\u3057\u3001\u5404\u30ce\u30fc\u30c9\u306f\u3053\u306e\u5171\u6709\u72b6\u614b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">class AgentState(TypedDict).\n    messages: \u30ea\u30b9\u30c8[BaseMessage] # \u4f1a\u8a71\u5c65\u6b74\u3002\n    agent_outcome: str # \u6b21\u306e\u6c7a\u5b9a\n    tool_response: str # \u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u7d50\u679c\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/accesswximg_cleanup-realesr-animevideov3-x2-x2_C.jpg\" alt=\"\" class=\"wp-image-1231\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8282\u70b9\u7684\u5b9e\u73b0\">\u30ce\u30fc\u30c9\u306e\u5b9f\u88c5<\/h3>\n\n\n\n<p>\u30ce\u30fc\u30c9\u306f\u7279\u5b9a\u306e\u6a5f\u80fd\u3092\u5b9f\u884c\u3059\u308b\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\u3067\u3001\u73fe\u5728\u306e\u72b6\u614b\u3092\u53d7\u3051\u53d6\u308a\u3001\u66f4\u65b0\u3055\u308c\u305f\u72b6\u614b\u3092\u8fd4\u3059\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">def agent_decision_node(state: AgentState) -&gt; dict.\n    # \u30e6\u30fc\u30b6\u306e\u610f\u56f3\u3092\u5206\u6790\u3057\u3001\u6c7a\u5b9a\u3092\u4e0b\u3059\n    last_message = state[\"messages\"][-1].content\n    # \u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u57fa\u3065\u3044\u3066\u6b21\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8fd4\u3059\n    return {\"agent_outcome\": decision}.\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640-2.png\" alt=\"\" class=\"wp-image-1237\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5de5\u4f5c\u6d41\u7684\u7ec4\u88c5\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7d44\u307f\u7acb\u3066<\/h3>\n\n\n\n<p>StateGraph\u30af\u30e9\u30b9\u3092\u4f7f\u3048\u3070\u3001\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u3092\u5b8c\u5168\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc = StateGraph(AgentState)\nworkflow.add_node(\"agent\", agent_decision_node)\nworkflow.add_edge(\"agent\", \"tool\")\nworkflow.set_entry_point(\"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\")\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/1745583376202-realesr-animevideov3-x2-x2.jpg\" alt=\"\" class=\"wp-image-1240\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u9ad8\u7ea7\u7279\u6027\u4e0e\u6700\u4f73\u5b9e\u8df5\">LangGraph\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n\n\n\n<p>LangGraph\u306f\u3001\u3088\u308a\u8907\u96d1\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u3001\u591a\u304f\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6761\u4ef6\u8def\u7531\u4e0e\u52a8\u6001\u51b3\u7b56\">\u6761\u4ef6\u4ed8\u304d\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u52d5\u7684\u610f\u601d\u6c7a\u5b9a<\/h3>\n\n\n\n<p>LangGraph\u306f\u6761\u4ef6\u4ed8\u304d\u30a8\u30c3\u30b8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u72b6\u614b\u306b\u5fdc\u3058\u3066\u5b9f\u884c\u30d1\u30b9\u3092\u52d5\u7684\u306b\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">def router(state).\n    if state[\"intent\"] == \"technical\".\n        expert_agent\" \u3092\u8fd4\u3059\u3002\n    else: if state[\"intent\"] == \"technical\": return \"expert_agent\".\n        return \"review_agent\"\n\n\u30ef\u30fc\u30af\u30d5\u30ed\u30fc.add_conditional_edges(\"intent_agent\", router)\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5faa\u73af\u63a7\u5236\u4e0e\u8fed\u4ee3\u4f18\u5316\">\u5468\u671f\u5236\u5fa1\u3068\u53cd\u5fa9\u6700\u9069\u5316<\/h3>\n\n\n\n<p>\u5f93\u6765\u306eDAG\uff08\u6709\u5411\u975e\u5faa\u74b0\u30b0\u30e9\u30d5\uff09\u3068\u306f\u7570\u306a\u308a\u3001LangGraph\u306f\u5faa\u74b0\u69cb\u9020\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8907\u6570\u30e9\u30a6\u30f3\u30c9\u306e\u610f\u601d\u6c7a\u5b9a\u3084\u30ea\u30c8\u30e9\u30a4\u6a5f\u69cb\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u691c\u8a3c-\u4fee\u6b63\u30b5\u30a4\u30af\u30eb\uff1a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u54c1\u8cea\u57fa\u6e96\u3092\u6e80\u305f\u3059\u307e\u3067\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u81ea\u5df1\u53cd\u7701\u578b\u30e2\u30c7\u30eb\uff1a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u306b\u3088\u308b\u7d50\u679c\u306e\u7d99\u7d9a\u7684\u6700\u9069\u5316<\/li>\n\n\n\n<li>\u30c4\u30ea\u30fc\u691c\u7d22\u306e\u6c7a\u5b9a\uff1a\u6df1\u3055\u512a\u5148\u307e\u305f\u306f\u5e45\u512a\u5148\u306e\u691c\u7d22\u30b9\u30c8\u30e9\u30c6\u30b8\u30fc\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640-1_cleanup.png\" alt=\"\" class=\"wp-image-1236\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u53ef\u89c6\u5316\u4e0e\u8c03\u8bd5\">\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u30b3\u30df\u30c3\u30b7\u30e7\u30cb\u30f3\u30b0<\/h3>\n\n\n\n<p>LangGraph\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u9020\u3092\u8996\u899a\u5316\u3059\u308b\u5f37\u529b\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\"># \u30de\u30fc\u30e1\u30a4\u30c9\u30fb\u30b0\u30e9\u30d5\u306e\u751f\u6210\nmermaid_code = graph.get_graph().draw_mermaid()\n# PNG\u753b\u50cf\u3068\u3057\u3066\u4fdd\u5b58\napp.get_graph().draw_mermaid_png(output_file_path=\"workflow_graph.png\")\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_173423_785_cleanup.png\" alt=\"\" class=\"wp-image-1228\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u5b9e\u6218\u5e94\u7528\u573a\u666f\">LangGraph\u5b9f\u7528\u5316\u30b7\u30ca\u30ea\u30aa<\/h2>\n\n\n\n<p>LangGraph\u306e\u5b9f\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5fdc\u7528\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u5a01\u529b\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3044\u304f\u3064\u304b\u306e\u5b9f\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\">\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30ab\u30b9\u30bf\u30de\u30fc\u30fb\u30b5\u30fc\u30d3\u30b9\u30fb\u30b7\u30b9\u30c6\u30e0<\/h3>\n\n\n\n<p>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001LangGraph\u306f\u8907\u96d1\u306a\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u610f\u56f3\u8a8d\u8b58<\/strong>\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3092\u5206\u6790\u3057\u3066\u554f\u984c\u306e\u7a2e\u985e\u3092\u7279\u5b9a<\/li>\n\n\n\n<li><strong>\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u30fb\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>\u8cea\u554f\u306e\u30bf\u30a4\u30d7\u306b\u5fdc\u3058\u305f\u5c02\u9580\u5bb6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5272\u308a\u5f53\u3066<\/li>\n\n\n\n<li><strong>\u91cd\u5c64\u7684\u5bfe\u8a71<\/strong>\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u7406\u89e3\u3068\u30de\u30eb\u30c1\u30e9\u30a6\u30f3\u30c9\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li><strong>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30de\u30b7\u30f3\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>\u8981\u6240\u8981\u6240\u3067\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u898b\u76f4\u3057\u3092\u5c0e\u5165<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6587\u672c\u5904\u7406\u6d41\u6c34\u7ebf\">\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/h3>\n\n\n\n<p>3\u6bb5\u968e\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u30d7\u30ed\u30bb\u30b9\u3092\u4f5c\u6210\u3059\u308b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\"># \u30c6\u30ad\u30b9\u30c8\u5206\u985e\u30ce\u30fc\u30c9\ndef classification_node(state)\uff1a\n    # \u30c6\u30ad\u30b9\u30c8\u3092\u30cb\u30e5\u30fc\u30b9\u3001\u30d6\u30ed\u30b0\u3001\u30ea\u30b5\u30fc\u30c1\u3001\u305d\u306e\u4ed6\u306b\u5206\u985e\u3059\u308b\u3002\n    return {\"classification\": classification}.\n\n# \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u30ce\u30fc\u30c9\ndef entity_extraction_node(state).\n    # \u4eba\u7269\u3001\u7d44\u7e54\u3001\u5834\u6240\u306a\u3069\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u62bd\u51fa\u3059\u308b\u3002\n    return {\"entities\": entities}.\n\n# \u30b5\u30de\u30ea\u30fc\u751f\u6210\u30ce\u30fc\u30c9\ndef summarisation_node(state).\n    # \u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04\u3092\u751f\u6210\u3059\u308b\n    return {\"summary\": summary}.\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u591a\u667a\u80fd\u4f53\u534f\u4f5c\">\u30de\u30eb\u30c1\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n\n\n\n<p>\u8907\u96d1\u306a\u4f01\u696d\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u8907\u6570\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e26\u5217\u51e6\u7406<\/strong>\u8907\u6570\u306e\u5c02\u9580\u5bb6\u304c\u540c\u6642\u306b\u554f\u984c\u3092\u5206\u6790<\/li>\n\n\n\n<li><strong>\u7d50\u679c\u306e\u53ce\u675f<\/strong>\u8907\u6570\u306e\u610f\u898b\u3092\u7d71\u5408\u3057\u3066\u6700\u7d42\u7684\u306a\u6c7a\u65ad\u3092\u4e0b\u3059<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30b1\u30fc\u30c9\u306e\u610f\u601d\u6c7a\u5b9a<\/strong>\u4e88\u5099\u5206\u6790\u306e\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u3001\u7570\u306a\u308b\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3092\u52d5\u7684\u306b\u547c\u3073\u51fa\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640.png\" alt=\"\" class=\"wp-image-1227\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u4e0e\u5176\u4ed6\u6846\u67b6\u7684\u5bf9\u6bd4\u4e0e\u9009\u62e9\">LangGraph\u3068\u4ed6\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6bd4\u8f03<\/h2>\n\n\n\n<p>AI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u306e\u7279\u6027\u3068\u3001\u305d\u308c\u3089\u304c\u9069\u7528\u3055\u308c\u308b\u30b7\u30ca\u30ea\u30aa\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph-vs-langchain\">LangGraph\u3068LangChain\u306e\u6bd4\u8f03<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u53d6\u308b<\/th><th>\u30e9\u30f3\u30b0\u30c1\u30a7\u30fc\u30f3<\/th><th>\u30e9\u30f3\u30b0\u30e9\u30d5<\/th><\/tr><\/thead><tbody><tr><td>\u5358\u7d14\u306a\u7dda\u5f62\u4f5c\u696d<\/td><td>\u30d5\u30a3\u30c3\u30c8\uff08\u4f8b\uff1aQ&amp;A\u30c1\u30a7\u30fc\u30f3\uff09<\/td><td>\u26a0\ufe0f \u30aa\u30fc\u30d0\u30fc\u30c7\u30b6\u30a4\u30f3<\/td><\/tr><tr><td>\u8907\u96d1\u306a\u30d7\u30ed\u30bb\u30b9<\/td><td>\u274c \u624b\u52d5\u306b\u3088\u308b\u7ba1\u7406\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u5fc5\u8981<\/td><td>\u2705 \u30eb\u30fc\u30d7\/\u5206\u5c90\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8<\/td><\/tr><tr><td>\u30de\u30eb\u30c1\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/td><td>\u274c \u5171\u6709\u5909\u6570\u307e\u305f\u306f\u30b3\u30fc\u30eb\u30d0\u30c3\u30af\u3078\u306e\u4f9d\u5b58<\/td><td>\u30d3\u30b8\u30e5\u30a2\u30eb\u30fb\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/td><\/tr><tr><td>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u610f\u601d\u6c7a\u5b9a<\/td><td>\u274c \u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3055\u308c\u305f\u6761\u4ef6<\/td><td>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6761\u4ef6\u4ed8\u30b8\u30e3\u30f3\u30d7<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u9009\u62e9\u5efa\u8bae\">\u9078\u8003\u30a2\u30c9\u30d0\u30a4\u30b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LangChain\u306e\u4f7f\u7528<\/strong>\u30bf\u30b9\u30af\u306e\u6d41\u308c\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u4f8b\u3048\u3070\u300c\u691c\u7d22\u2192\u8981\u7d04\u300d\u306e\u3088\u3046\u306a\u5358\u7d14\u306a\u9023\u9396\u30bf\u30b9\u30af\u3002<\/li>\n\n\n\n<li><strong>LangGraph\u306e\u4f7f\u7528<\/strong>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u610f\u601d\u6c7a\u5b9a\u3001\u30de\u30eb\u30c1\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30eb\u30fc\u30d7\u306e\u6700\u9069\u5316\u306a\u3069\u3001\u8907\u96d1\u306a\u30b7\u30ca\u30ea\u30aa\u3092\u6271\u3046\u5834\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72ec\u7279\u4f18\u52bf\">\u30e9\u30f3\u30b0\u30e9\u30d5\u72ec\u81ea\u306e\u5229\u70b9<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u72b6\u614b\u306e\u6301\u7d9a\u6027<\/strong>\u30d6\u30ec\u30fc\u30af\u30dd\u30a4\u30f3\u30c8\u306e\u56de\u5fa9\u3068\u30bf\u30a4\u30e0\u30c8\u30e9\u30d9\u30eb\u6a5f\u80fd\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li><strong>LangChain\u3068\u306e\u6df1\u3044\u7d71\u5408<\/strong>LangChain\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u3059\u3079\u3066\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u518d\u5229\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4f01\u696d\u5411\u3051\u6a5f\u80fd<\/strong>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u30ed\u30ae\u30f3\u30b0\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u305d\u306e\u4ed6\u4f01\u696d\u306b\u3068\u3063\u3066\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7ed3\u8bed\">\u7d50\u8a9e<\/h2>\n\n\n\n<p>LangGraph\u306f\u3001AI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u69cb\u7bc9\u306b\u30b0\u30e9\u30d5\u601d\u8003\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306aAI\u30bf\u30b9\u30af\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3059\u308b\u65b0\u3057\u3044\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u5f93\u6765\u306e\u30c1\u30a7\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9650\u754c\u3092\u89e3\u6c7a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b0\u30ec\u30fc\u30c9\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b7\u30ca\u30ea\u30aa\u304c\u6df1\u5316\u3057\u7d9a\u3051\u308b\u4e2d\u3001LangGraph\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u306f\u3001AI\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u30b9\u30ad\u30eb\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3001\u30de\u30eb\u30c1\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u73fe\u306a\u3069\u3001LangGraph\u306f\u72ec\u81ea\u306e\u4fa1\u5024\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002\u72b6\u614b\u7ba1\u7406\u3001\u6761\u4ef6\u4ed8\u304d\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30eb\u30fc\u30d7\u5236\u5fa1\u306a\u3069\u306e\u6a5f\u80fd\u3092\u5408\u7406\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u67d4\u8edf\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\r\n<thead>\r\n<tr style=\"height: 48px;background-color: #f5f5f5\">\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u305d\u306e\u4ed6\u306e\u88fd\u54c1\u306b\u3064\u3044\u3066\u306f<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u8a73\u7d30\u306f\u3053\u3061\u3089<\/h4>\r\n<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr style=\"height: 63px\">\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ja\/\" data-linktype=\"2\">\u30b7\u30e3\u30c4AI - \u8cab\u901a\u3059\u308b\u77e5\u6027<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ja\/archives\/4425\/\" data-linktype=\"2\">AIGC\u30d3\u30c3\u30b0\u30e2\u30c7\u30eb\uff1a\u5de5\u5b66\u3068\u79d1\u5b66\u306e\u4e8c\u5927\u9769\u547d\u306e\u6642\u4ee3\u3092\u5207\u308a\u958b\u304f - Penetrating Intelligence<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 61px\">\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ja\/\" data-linktype=\"2\">\u30af\u30ed\u30fc\u30c9\u3068GPT\u306e1:1\u5fa9\u5143 \u516c\u5f0f\u30b5\u30a4\u30c8 - AI Cloud Native<\/a><\/td>\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">\u30e9\u30a4\u30d6\u30de\u30c3\u30c1\u30a2\u30d7\u30ea \u30b0\u30ed\u30fc\u30d0\u30ebHD\u30b9\u30dd\u30fc\u30c4\u89b3\u6226\u30d7\u30ec\u30fc\u30e4\u30fc\uff08\u63a8\u5968\uff09 - Blueshirt Technology<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 54px\">\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">\u516c\u5f0fAPI\u306b\u57fa\u3065\u304f\u30c8\u30e9\u30f3\u30b8\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9 - GPTMeta API<\/a><\/td>\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">GPT\u3067\u306e\u8cea\u554f\u306e\u4ed5\u65b9\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002- \u77e5\u8b58<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 70px\">\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">\u30b0\u30ed\u30fc\u30d0\u30eb\u30d0\u30fc\u30c1\u30e3\u30eb\u30b0\u30c3\u30ba\u30c7\u30b8\u30bf\u30eb\u30b9\u30c8\u30a2 - \u30b0\u30ed\u30fc\u30d0\u30eb\u30b9\u30de\u30fc\u30c8\u30fc\u30f3\uff08\u99ae\u73b2\u845b\uff09<\/a><\/td>\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">GPT\u304c\u77ac\u6642\u306b\u3044\u3044\u5302\u3044\u3092\u611f\u3058\u306a\u304f\u306a\u308b\u30af\u30ed\u30fc\u30c9\u30fb\u30a8\u30a2\u30c8\u30d5\u30a1\u30af\u30c8\u6a5f\u80fd\u306e\u5b9f\u529b\u306f\uff1f-\u30d4\u30fc\u30d4\u30fc\u30d4\u30fc<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>LangGraph\u306f\u3001\u30b0\u30e9\u30d5\u69cb\u9020\u3092\u901a\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u753b\u671f\u7684\u306aAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308a\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u63a8\u8ad6\u3001\u52d5\u7684\u610f\u601d\u6c7a\u5b9a\u3001\u30de\u30eb\u30c1\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u305d\u306e\u30b3\u30a2\u306b\u306f\u30ce\u30fc\u30c9\u3001\u30a8\u30c3\u30b8\u3001\u30b9\u30c6\u30fc\u30c8\u306e\u7ba1\u7406\u304c\u542b\u307e\u308c\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u9023\u9396\u578b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u6bd4\u8f03\u3057\u3066\u3001LangGraph\u306f\u6761\u4ef6\u4ed8\u304d\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30eb\u30fc\u30d7\u5236\u5fa1\u3001\u8996\u899a\u5316\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u3001\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u5e45\u5e83\u3044\u5fdc\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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