{"id":6321,"date":"2026-07-15T14:07:29","date_gmt":"2026-07-15T05:07:29","guid":{"rendered":"https:\/\/route-zero.com\/recruit\/?post_type=route&#038;p=6321"},"modified":"2026-09-07T14:07:47","modified_gmt":"2026-09-07T05:07:47","slug":"ai-orchestration-agent-workflow","status":"publish","type":"route","link":"https:\/\/route-zero.com\/recruit\/route\/6321\/","title":{"rendered":"AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1fAgent\u30fbWorkflow\u30fbTool\u3092\u3069\u3046\u675f\u306d\u308b\u304b"},"content":{"rendered":"<p>AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084Tool\u3001Workflow\u3092\u300c\u3069\u306e\u9806\u756a\u3067\u52d5\u304b\u3059\u304b\u300d\u300c\u6b21\u306b\u8ab0\u3078\u6e21\u3059\u304b\u300d\u300c\u5931\u6557\u3057\u305f\u3089\u3069\u3046\u623b\u3059\u304b\u300d\u307e\u3067\u542b\u3081\u3066\u5236\u5fa1\u3059\u308b\u8003\u3048\u65b9\u3067\u3059\u3002\u8907\u6570\u306eAgent\u3092\u7528\u610f\u3057\u305f\u3060\u3051\u3067\u306f\u3001\u5b89\u5b9a\u3057\u305f\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u3053\u3053\u3067\u306f\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u30fc\u304c\u4f55\u3092\u7ba1\u7406\u3059\u308b\u306e\u304b\u3001LLM\u306b\u5224\u65ad\u3055\u305b\u308b\u65b9\u5f0f\u3068\u30b3\u30fc\u30c9\u3067\u56fa\u5b9a\u3059\u308b\u65b9\u5f0f\u306e\u9055\u3044\u3001\u5b9f\u52d9\u3067\u4f7f\u308f\u308c\u308b\u4ee3\u8868\u30d1\u30bf\u30fc\u30f3\u307e\u3067\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h2>\u307e\u305a\u7d50\u8ad6\uff1a\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306fAI\u30b7\u30b9\u30c6\u30e0\u306e\u300c\u5b9f\u884c\u5236\u5fa1\u300d\u3092\u62c5\u5f53\u3059\u308b<\/h2>\n<p>AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u5fc3\u306f\u3001\u500b\u3005\u306eAgent\u3092\u8ce2\u304f\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u51e6\u7406\u3092\u5168\u4f53\u3068\u3057\u3066\u6210\u7acb\u3055\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u8ab0\u304c\u62c5\u5f53\u3059\u308b\u304b\u3001\u3069\u306e\u9806\u3067\u9032\u3081\u308b\u304b\u3001\u4e26\u5217\u5316\u3067\u304d\u308b\u304b\u3001\u3069\u306e\u72b6\u614b\u3092\u6b21\u3078\u6e21\u3059\u304b\u3001\u9014\u4e2d\u3067\u4eba\u9593\u78ba\u8a8d\u304c\u5fc5\u8981\u304b\u3001\u3068\u3044\u3063\u305f\u5b9f\u884c\u4e0a\u306e\u5224\u65ad\u3092\u675f\u306d\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8981\u7d20<\/th>\n<th>\u4e3b\u306a\u5f79\u5272<\/th>\n<th>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u95a2\u4fc2<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Agent<\/td>\n<td>\u63a8\u8ad6\u3084\u5c02\u9580\u30bf\u30b9\u30af\u3092\u62c5\u5f53\u3059\u308b<\/td>\n<td>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u30fc\u304b\u3089\u4ed5\u4e8b\u3092\u53d7\u3051\u308b\u3001\u307e\u305f\u306f\u6b21\u306e\u62c5\u5f53\u3092\u9078\u3076<\/td>\n<\/tr>\n<tr>\n<td>Tool<\/td>\n<td>\u691c\u7d22\u30fbAPI\u30fb\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u306a\u3069\u306e\u5b9f\u884c\u80fd\u529b\u3092\u63d0\u4f9b\u3059\u308b<\/td>\n<td>\u5fc5\u8981\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3068\u6a29\u9650\u3067\u547c\u3073\u51fa\u3055\u308c\u308b<\/td>\n<\/tr>\n<tr>\n<td>Workflow<\/td>\n<td>\u51e6\u7406\u9806\u3001\u5206\u5c90\u3001\u72b6\u614b\u9077\u79fb\u306a\u3069\u306e\u5b9f\u884c\u7d4c\u8def\u3092\u5b9a\u7fa9\u3059\u308b<\/td>\n<td>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u4e3b\u8981\u306a\u65b9\u6cd5\u306e\u4e00\u3064<\/td>\n<\/tr>\n<tr>\n<td>Orchestrator<\/td>\n<td>\u5168\u4f53\u306e\u5b9f\u884c\u3092\u8abf\u6574\u30fb\u5236\u5fa1\u3059\u308b<\/td>\n<td>Agent\u30fbTool\u30fbWorkflow\u3092\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u63a5\u7d9a\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p><strong>\u7528\u8a9e\u89e3\u8aac\uff1aAI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong><br \/>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001Tool\u3001\u30e2\u30c7\u30eb\u3001\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306e\u5b9f\u884c\u9806\u30fb\u5206\u5c90\u30fb\u9023\u643a\u30fb\u72b6\u614b\u3092\u7ba1\u7406\u3057\u3001\u4e00\u9023\u306e\u30bf\u30b9\u30af\u3092\u5168\u4f53\u3068\u3057\u3066\u9032\u3081\u308b\u305f\u3081\u306e\u5236\u5fa1\u8a2d\u8a08\u3067\u3059\u3002<\/p>\n<\/blockquote>\n<p>\uff08AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u305d\u306e\u3082\u306e\u306e\u57fa\u672c\u3084\u5f79\u5272\u306b\u3064\u3044\u3066\u306f\u300e<a href=\"https:\/\/route-zero.com\/recruit\/route\/1006\/\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30682025\u5e74\u306e\u672a\u6765 \u9032\u5316\u3059\u308b\u300c\u30c7\u30b8\u30bf\u30eb\u30d1\u30fc\u30c8\u30ca\u30fc\u300d\u306e\u5f79\u5272<\/a>\u300f\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\uff09<\/p>\n<hr>\n<h2>\u306a\u305cAgent\u3092\u4e26\u3079\u308b\u3060\u3051\u3067\u306f\u8db3\u308a\u306a\u3044\u306e\u304b<\/h2>\n<p>\u305f\u3068\u3048\u3070\u300c\u6280\u8853\u30c8\u30d4\u30c3\u30af\u3092\u8abf\u67fb\u3057\u3066\u8a18\u4e8b\u6848\u3092\u4f5c\u308b\u300d\u3068\u3044\u3046\u51e6\u7406\u3092\u3001\u8abf\u67fbAgent\u3001\u69cb\u6210Agent\u3001\u57f7\u7b46Agent\u3001\u691c\u8a3cAgent\u3078\u5206\u3051\u305f\u3068\u3057\u307e\u3059\u3002\u5404Agent\u304c\u5358\u4f53\u3067\u6b63\u3057\u304f\u52d5\u3044\u3066\u3082\u3001\u524d\u6bb5\u306e\u51fa\u529b\u304c\u6b20\u3051\u305f\u307e\u307e\u6b21\u3078\u9032\u3080\u3001\u540c\u3058\u691c\u7d22\u3092\u91cd\u8907\u3057\u3066\u5b9f\u884c\u3059\u308b\u3001\u691c\u8a3c\u5931\u6557\u5f8c\u3082\u516c\u958b\u51e6\u7406\u3078\u9032\u3080\u3001\u3068\u3044\u3063\u305f\u554f\u984c\u306f\u5225\u306b\u6b8b\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5165\u529b\u5185\u5bb9\u304b\u3089\u9069\u5207\u306aAgent\u3092\u9078\u3076<\/li>\n<li>\u524d\u6bb5\u306e\u7d50\u679c\u3092\u6b21\u306eAgent\u3078\u6e21\u3059<\/li>\n<li>\u4f9d\u5b58\u3057\u306a\u3044\u51e6\u7406\u306f\u4e26\u5217\u3067\u52d5\u304b\u3059<\/li>\n<li>\u5931\u6557\u3084\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u6642\u306b\u518d\u8a66\u884c\u30fb\u505c\u6b62\u30fb\u5225\u7d4c\u8def\u3092\u9078\u3076<\/li>\n<li>\u4eba\u9593\u306e\u627f\u8a8d\u304c\u5fc5\u8981\u306a\u64cd\u4f5c\u3067\u306f\u51e6\u7406\u3092\u6b62\u3081\u308b<\/li>\n<li>\u6700\u7d42\u7d50\u679c\u307e\u3067\u306e\u5b9f\u884c\u5c65\u6b74\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306f\u500b\u3005\u306eAgent\u306ePrompt\u3060\u3051\u3067\u89e3\u6c7a\u3059\u308b\u3088\u308a\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u5c64\u306e\u8cac\u52d9\u3068\u3057\u3066\u8a2d\u8a08\u3057\u305f\u65b9\u304c\u5883\u754c\u3092\u660e\u78ba\u306b\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u66f4\u65b0\u3084\u9577\u6642\u9593\u51e6\u7406\u3067\u306f\u3001\u63a8\u8ad6\u80fd\u529b\u3068\u5b9f\u884c\u5236\u5fa1\u3092\u5206\u3051\u3066\u8003\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<hr>\n<h2>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u30fc\u304c\u7ba1\u7406\u3059\u308b6\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u7ba1\u7406\u5bfe\u8c61<\/th>\n<th>\u898b\u308b\u30dd\u30a4\u30f3\u30c8<\/th>\n<th>\u5b9f\u52d9\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Routing<\/td>\n<td>\u3069\u306eAgent\u30fb\u51e6\u7406\u3078\u6e21\u3059\u304b<\/td>\n<td>\u8cea\u554f\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u6280\u8853\u62c5\u5f53\u30fb\u5951\u7d04\u62c5\u5f53\u3078\u632f\u308a\u5206\u3051\u308b<\/td>\n<\/tr>\n<tr>\n<td>Execution order<\/td>\n<td>\u9806\u6b21\u30fb\u4e26\u5217\u30fb\u7e70\u308a\u8fd4\u3057\u3092\u3069\u3046\u7d44\u3080\u304b<\/td>\n<td>\u8abf\u67fb\u3092\u4e26\u5217\u5316\u3057\u3001\u7d50\u679c\u3092\u307e\u3068\u3081\u3066\u691c\u8a3c\u3078\u6e21\u3059<\/td>\n<\/tr>\n<tr>\n<td>State \/ Context<\/td>\n<td>\u4f55\u3092\u6b21\u306e\u51e6\u7406\u3078\u5f15\u304d\u7d99\u3050\u304b<\/td>\n<td>\u691c\u7d22\u7d50\u679c\u3001\u5224\u65ad\u7406\u7531\u3001\u51e6\u7406\u6e08\u307fID\u3092\u5171\u6709\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>Failure handling<\/td>\n<td>\u5931\u6557\u6642\u306b\u518d\u8a66\u884c\u30fb\u505c\u6b62\u30fb\u4ee3\u66ff\u7d4c\u8def\u306e\u3069\u308c\u3092\u9078\u3076\u304b<\/td>\n<td>API\u5931\u6557\u6642\u306f\u56de\u6570\u5236\u9650\u4ed8\u304d\u3067Retry\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>Approval \/ Guard<\/td>\n<td>\u3069\u3053\u3067\u4eba\u9593\u78ba\u8a8d\u3084\u6a29\u9650\u5236\u5fa1\u3092\u5165\u308c\u308b\u304b<\/td>\n<td>\u9001\u4fe1\u30fb\u524a\u9664\u30fb\u516c\u958b\u306e\u524d\u3067\u627f\u8a8d\u3092\u8981\u6c42\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>Observability<\/td>\n<td>\u4f55\u304c\u8d77\u304d\u305f\u304b\u8ffd\u3048\u308b\u304b<\/td>\n<td>Agent\u3001Tool\u3001\u5165\u529b\u3001\u51fa\u529b\u3001\u30a8\u30e9\u30fc\u3092Trace\u306b\u6b8b\u3059<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7279\u306bState\u3068Failure handling\u3092\u5f8c\u56de\u3057\u306b\u3059\u308b\u3068\u3001PoC\u3067\u306f\u52d5\u3044\u3066\u3082\u904b\u7528\u3067\u539f\u56e0\u3092\u8ffd\u3048\u306a\u3044\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3069\u306eAgent\u304c\u4f55\u3092\u6c7a\u3081\u305f\u304b\u3060\u3051\u3067\u306a\u304f\u3001\u3069\u306e\u72b6\u614b\u304b\u3089\u305d\u306e\u5224\u65ad\u306b\u81f3\u3063\u305f\u304b\u3092\u8ffd\u3048\u308b\u69cb\u9020\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\uff08Agent\u304c\u5916\u90e8Tool\u3084\u30c7\u30fc\u30bf\u3078\u63a5\u7d9a\u3059\u308b\u4ed5\u7d44\u307f\u3092\u78ba\u8a8d\u3057\u305f\u3044\u5834\u5408\u306b\u3064\u3044\u3066\u306f\u300e<a href=\"https:\/\/route-zero.com\/recruit\/route\/1579\/\">MCP\u30b5\u30fc\u30d0\u30fc\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u4f7f\u3044\u65b9<\/a>\u300f\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\uff09<\/p>\n<hr>\n<h2>LLM\u306b\u4efb\u305b\u308b\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u3001\u30b3\u30fc\u30c9\u3067\u5236\u5fa1\u3059\u308b\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/h2>\n<p>OpenAI Agents SDK\u3067\u306f\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5927\u304d\u304f\u300cLLM\u304c\u6b21\u306e\u51e6\u7406\u3092\u5224\u65ad\u3059\u308b\u65b9\u5f0f\u300d\u3068\u300c\u30b3\u30fc\u30c9\u5074\u304c\u5b9f\u884c\u30d5\u30ed\u30fc\u3092\u6c7a\u3081\u308b\u65b9\u5f0f\u300d\u306b\u5206\u3051\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u3069\u3061\u3089\u304b\u4e00\u65b9\u306b\u7d71\u4e00\u3059\u308b\u5fc5\u8981\u306f\u306a\u304f\u3001\u5224\u65ad\u304c\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051LLM\u3078\u4efb\u305b\u3001\u91cd\u8981\u306a\u72b6\u614b\u9077\u79fb\u306f\u30b3\u30fc\u30c9\u3067\u56fa\u5b9a\u3059\u308b\u69cb\u6210\u3082\u53d6\u308c\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u5f0f<\/th>\n<th>\u5411\u3044\u3066\u3044\u308b\u5834\u9762<\/th>\n<th>\u6ce8\u610f\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>LLM-driven<\/td>\n<td>\u5165\u529b\u304c\u591a\u69d8\u3067\u3001\u6b21\u306e\u5c02\u9580Agent\u3084Tool\u3092\u6587\u8108\u304b\u3089\u9078\u3076\u5fc5\u8981\u304c\u3042\u308b<\/td>\n<td>\u540c\u3058\u5165\u529b\u3067\u3082\u7d4c\u8def\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u6a29\u9650\u30fb\u7d42\u4e86\u6761\u4ef6\u30fbTrace\u304c\u91cd\u8981<\/td>\n<\/tr>\n<tr>\n<td>Code-driven<\/td>\n<td>\u9806\u756a\u3001\u5206\u5c90\u3001\u518d\u8a66\u884c\u3001\u627f\u8a8d\u6761\u4ef6\u3092\u660e\u78ba\u306b\u56fa\u5b9a\u3057\u305f\u3044<\/td>\n<td>\u67d4\u8edf\u6027\u306f\u4e0b\u304c\u308b\u304c\u3001\u4e88\u6e2c\u53ef\u80fd\u6027\u3068\u30c6\u30b9\u30c8\u6027\u3092\u6301\u305f\u305b\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>Hybrid<\/td>\n<td>Routing\u306fLLM\u3001\u516c\u958b\u30fb\u6c7a\u6e08\u30fb\u524a\u9664\u306a\u3069\u306e\u72b6\u614b\u9077\u79fb\u306f\u30b3\u30fc\u30c9\u3067\u5236\u5fa1\u3059\u308b<\/td>\n<td>\u3069\u3053\u304b\u3089\u304cAI\u5224\u65ad\u3067\u3001\u3069\u3053\u304b\u3089\u304c\u56fa\u5b9a\u30eb\u30fc\u30eb\u304b\u3092\u8a2d\u8a08\u66f8\u3068\u30ed\u30b0\u3067\u5206\u3051\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u3046\u306a\u3089\u5168\u90e8AI\u306b\u5224\u65ad\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u8a2d\u8a08\u306b\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51e6\u7406\u306e\u7d50\u679c\u304c\u5916\u90e8\u3078\u5f71\u97ff\u3059\u308b\u307b\u3069\u3001LLM\u306e\u67d4\u8edf\u306a\u5224\u65ad\u3068\u6c7a\u5b9a\u8ad6\u7684\u306a\u5236\u5fa1\u3092\u610f\u56f3\u7684\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u65b9\u304c\u6271\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u4ee3\u8868\u7684\u306a\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30d1\u30bf\u30fc\u30f3<\/h2>\n<p>\u73fe\u5728\u306e\u4e3b\u8981\u306aAgent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306f\u3001\u3044\u304f\u3064\u304b\u5171\u901a\u3059\u308b\u5236\u5fa1\u30d1\u30bf\u30fc\u30f3\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u540d\u524d\u306f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u5c11\u3057\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u76ee\u7684\u3067\u6574\u7406\u3059\u308b\u3068\u9078\u3073\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30d1\u30bf\u30fc\u30f3<\/th>\n<th>\u52d5\u304d<\/th>\n<th>\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Sequential<\/td>\n<td>Agent\u3084\u51e6\u7406\u3092\u6c7a\u3081\u305f\u9806\u756a\u3067\u5b9f\u884c\u3059\u308b<\/td>\n<td>\u524d\u5de5\u7a0b\u306e\u6210\u679c\u3092\u6b21\u5de5\u7a0b\u304c\u5229\u7528\u3059\u308b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/td>\n<\/tr>\n<tr>\n<td>Concurrent \/ Parallel<\/td>\n<td>\u72ec\u7acb\u3057\u305f\u51e6\u7406\u3092\u540c\u6642\u306b\u9032\u3081\u3066\u7d50\u679c\u3092\u96c6\u7d04\u3059\u308b<\/td>\n<td>\u8907\u6570\u89b3\u70b9\u306e\u8abf\u67fb\u3001\u72ec\u7acb\u3057\u305f\u5206\u6790<\/td>\n<\/tr>\n<tr>\n<td>Handoff<\/td>\n<td>\u73fe\u5728\u306eAgent\u304b\u3089\u5c02\u9580Agent\u3078\u5236\u5fa1\u3092\u79fb\u3059<\/td>\n<td>\u554f\u3044\u5408\u308f\u305b\u5206\u985e\u3001\u5c02\u9580\u5bb6\u3078\u306e\u5f15\u304d\u7d99\u304e<\/td>\n<\/tr>\n<tr>\n<td>Manager \/ Agents as tools<\/td>\n<td>\u4e2d\u592eAgent\u304c\u5c02\u9580Agent\u3092\u547c\u3073\u3001\u6700\u7d42\u7d50\u679c\u3092\u7d71\u5408\u3059\u308b<\/td>\n<td>\u6700\u7d42\u56de\u7b54\u3084\u54c1\u8cea\u57fa\u6e96\u30921\u304b\u6240\u3067\u7d71\u5236\u3057\u305f\u3044\u5834\u5408<\/td>\n<\/tr>\n<tr>\n<td>Graph \/ Workflow<\/td>\n<td>\u72b6\u614b\u3068\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u30ce\u30fc\u30c9\u9593\u3092\u9077\u79fb\u3059\u308b<\/td>\n<td>\u518d\u8a66\u884c\u3001\u5206\u5c90\u3001\u627f\u8a8d\u3001\u9577\u6642\u9593\u51e6\u7406\u3092\u542b\u3080\u696d\u52d9\u30d5\u30ed\u30fc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Microsoft Agent Framework\u3067\u306fSequential\u3001Concurrent\u3001Handoff\u3001Group Chat\u3001Magentic\u306a\u3069\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002Google ADK\u3082\u9806\u6b21\u30fb\u4e26\u5217\u30fbLoop\u306e\u6c7a\u5b9a\u8ad6\u7684Workflow\u306b\u52a0\u3048\u3001\u73fe\u5728\u306f\u3088\u308a\u67d4\u8edf\u306aGraph\u3084Dynamic Workflow\u3078\u62e1\u5f35\u3057\u3066\u3044\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u30d1\u30bf\u30fc\u30f3\u540d\u3092\u899a\u3048\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u30bf\u30b9\u30af\u9593\u306e\u4f9d\u5b58\u95a2\u4fc2\u3068\u5236\u5fa1\u306e\u5fc5\u8981\u6027\u304b\u3089\u9078\u3076\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2>\u5b9f\u52d9\u3067\u306f\u300c\u6700\u521d\u304b\u3089\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306b\u3057\u306a\u3044<\/h2>\n<p>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b66\u3076\u3068\u3001\u5c02\u9580Agent\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u305f\u304f\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u30011\u3064\u306eAgent\u3068\u6570\u500b\u306eTool\u3067\u5341\u5206\u306a\u51e6\u7406\u307e\u3067\u5206\u5272\u3059\u308b\u3068\u3001Context\u306e\u53d7\u3051\u6e21\u3057\u3001\u547c\u3073\u51fa\u3057\u56de\u6570\u3001\u5931\u6557\u70b9\u3001\u8a55\u4fa1\u5bfe\u8c61\u304c\u5897\u3048\u307e\u3059\u3002\u307e\u305a\u5358\u7d14\u306a\u69cb\u6210\u3067\u6210\u7acb\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3001\u8cac\u52d9\u3092\u5206\u3051\u308b\u660e\u78ba\u306a\u7406\u7531\u304c\u51fa\u305f\u90e8\u5206\u3060\u3051Agent\u3092\u5206\u96e2\u3059\u308b\u65b9\u304c\u4fdd\u5b88\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5c02\u9580Prompt\u3084\u6a29\u9650\u3092\u660e\u78ba\u306b\u5206\u96e2\u3057\u305f\u3044\u3068\u304d\u306bAgent\u3092\u5206\u3051\u308b<\/li>\n<li>\u72ec\u7acb\u3057\u305f\u51e6\u7406\u3067\u6642\u9593\u77ed\u7e2e\u304c\u898b\u8fbc\u3081\u308b\u3068\u304d\u3060\u3051Parallel\u3092\u4f7f\u3046<\/li>\n<li>\u6700\u7d42\u51fa\u529b\u3092\u4e00\u5143\u7ba1\u7406\u3057\u305f\u3044\u306a\u3089Manager\u578b\u3092\u691c\u8a0e\u3059\u308b<\/li>\n<li>\u62c5\u5f53\u305d\u306e\u3082\u306e\u3092\u5207\u308a\u66ff\u3048\u305f\u3044\u306a\u3089Handoff\u3092\u4f7f\u3046<\/li>\n<li>\u518d\u8a66\u884c\u30fb\u518d\u958b\u30fb\u627f\u8a8d\u30fb\u72b6\u614b\u4fdd\u5b58\u304c\u91cd\u8981\u306a\u3089Workflow\u3084Graph\u5074\u3067\u5236\u5fa1\u3059\u308b<\/li>\n<\/ul>\n<p>Agent\u6570\u306e\u591a\u3055\u306f\u54c1\u8cea\u306e\u6307\u6a19\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8a55\u4fa1\u3059\u3079\u304d\u306a\u306e\u306f\u3001\u76ee\u7684\u306e\u30bf\u30b9\u30af\u3092\u6b63\u3057\u304f\u5b8c\u4e86\u3067\u304d\u308b\u304b\u3001\u5931\u6557\u6642\u306b\u5b89\u5168\u306b\u6b62\u307e\u308c\u308b\u304b\u3001\u3069\u3053\u3067\u554f\u984c\u304c\u8d77\u304d\u305f\u304b\u3092\u8ffd\u3048\u308b\u304b\u3067\u3059\u3002<\/p>\n<h2>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u3067\u5148\u306b\u6c7a\u3081\u3066\u304a\u304d\u305f\u3044\u3053\u3068<\/h2>\n<ul>\n<li>\u958b\u59cb\u6761\u4ef6\u3068\u7d42\u4e86\u6761\u4ef6\u3092\u660e\u78ba\u306b\u3059\u308b<\/li>\n<li>\u5404Agent\u304c\u53d7\u3051\u53d6\u308b\u5165\u529b\u3068\u8fd4\u3059\u51fa\u529b\u3092\u69cb\u9020\u5316\u3059\u308b<\/li>\n<li>\u5171\u6709\u3059\u308bState\u3068\u3001\u5171\u6709\u3057\u306a\u3044Context\u3092\u5206\u3051\u308b<\/li>\n<li>Retry\u56de\u6570\u30fbTimeout\u30fbFallback\u5148\u3092\u6c7a\u3081\u308b<\/li>\n<li>\u5916\u90e8\u5909\u66f4\u3092\u4f34\u3046Tool\u306b\u306f\u627f\u8a8d\u307e\u305f\u306f\u6a29\u9650Gate\u3092\u7f6e\u304f<\/li>\n<li>\u540c\u3058\u51e6\u7406\u3092\u518d\u5b9f\u884c\u3057\u3066\u3082\u91cd\u8907\u66f4\u65b0\u3057\u306a\u3044Idempotency\u3092\u691c\u8a0e\u3059\u308b<\/li>\n<li>Trace\u30fb\u30ed\u30b0\u30fb\u8a55\u4fa1\u6307\u6a19\u3092\u7528\u610f\u3057\u3001\u7d4c\u8def\u3054\u3068\u306e\u5931\u6557\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b<\/li>\n<\/ul>\n<p>\u7279\u306b\u9577\u6642\u9593\u51e6\u7406\u3067\u306f\u3001\u9014\u4e2d\u72b6\u614b\u3092\u4fdd\u5b58\u3067\u304d\u306a\u3044\u3068\u30011\u304b\u6240\u306e\u5931\u6557\u3067\u6700\u521d\u304b\u3089\u3084\u308a\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002LangGraph\u3084Microsoft Agent Framework\u306eWorkflow\u6a5f\u80fd\u304cCheckpoint\u3084\u518d\u958b\u3001Human-in-the-Loop\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u306e\u3082\u3001Agent\u3092\u52d5\u304b\u3059\u3060\u3051\u3067\u306a\u304f\u904b\u7528\u53ef\u80fd\u306a\u5b9f\u884c\u7cfb\u304c\u5fc5\u8981\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n<h2>\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<h3>AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u540c\u3058\u610f\u5473\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u8907\u6570\u306eAgent\u3092\u4f7f\u3046\u69cb\u6210\u3092\u6307\u3057\u307e\u3059\u3002\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u305d\u308c\u3089\u3092\u542b\u3080\u51e6\u7406\u306e\u9806\u5e8f\u3001\u5206\u5c90\u3001\u72b6\u614b\u3001Tool\u5229\u7528\u3001\u5931\u6557\u51e6\u7406\u3001\u4eba\u9593\u627f\u8a8d\u306a\u3069\u3092\u3069\u3046\u5236\u5fa1\u3059\u308b\u304b\u3068\u3044\u3046\u8a2d\u8a08\u3067\u3059\u3002\u5358\u4e00Agent\u3068\u8907\u6570Tool\u306e\u51e6\u7406\u3067\u3082\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u30fc\u81ea\u4f53\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u5fc5\u9808\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002LLM\u3092\u4f7f\u3046Manager Agent\u306b\u5224\u65ad\u3055\u305b\u308b\u65b9\u5f0f\u3082\u3042\u308c\u3070\u3001\u30b3\u30fc\u30c9\u3084Workflow\u30a8\u30f3\u30b8\u30f3\u3067\u6c7a\u5b9a\u8ad6\u7684\u306b\u5236\u5fa1\u3059\u308b\u65b9\u5f0f\u3082\u3042\u308a\u307e\u3059\u3002\u5165\u529b\u306e\u66d6\u6627\u3055\u3068\u3001\u51e6\u7406\u3092\u56fa\u5b9a\u3057\u305f\u3044\u5ea6\u5408\u3044\u3067\u4f7f\u3044\u5206\u3051\u307e\u3059\u3002<\/p>\n<h3>Handoff\u3068Manager\u578b\u306f\u3069\u3046\u4f7f\u3044\u5206\u3051\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u5c02\u9580Agent\u3078\u62c5\u5f53\u305d\u306e\u3082\u306e\u3092\u79fb\u3057\u305f\u3044\u306a\u3089Handoff\u3001\u4e2d\u592eAgent\u304c\u4f1a\u8a71\u3084\u6700\u7d42\u7d50\u679c\u3092\u4fdd\u6301\u3057\u305f\u307e\u307e\u5c02\u9580Agent\u306e\u7d50\u679c\u3092\u5229\u7528\u3057\u305f\u3044\u306a\u3089Manager\u578b\u304c\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081\uff1aAgent\u306e\u8ce2\u3055\u3088\u308a\u300c\u5168\u4f53\u3092\u3069\u3046\u5236\u5fa1\u3059\u308b\u304b\u300d\u3092\u8a2d\u8a08\u3059\u308b<\/h2>\n<ul>\n<li>AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306fAgent\u30fbTool\u30fbWorkflow\u306e\u5b9f\u884c\u5236\u5fa1\u3092\u675f\u306d\u308b<\/li>\n<li>Routing\u3001\u9806\u5e8f\u3001State\u3001\u5931\u6557\u51e6\u7406\u3001\u627f\u8a8d\u3001\u89b3\u6e2c\u6027\u307e\u3067\u3092\u8a2d\u8a08\u5bfe\u8c61\u306b\u3059\u308b<\/li>\n<li>\u67d4\u8edf\u306a\u5224\u65ad\u306fLLM\u3001\u53b3\u5bc6\u306a\u72b6\u614b\u9077\u79fb\u306f\u30b3\u30fc\u30c9\u3068\u3044\u3046Hybrid\u69cb\u6210\u3082\u4f7f\u3048\u308b<\/li>\n<li>Sequential\u30fbParallel\u30fbHandoff\u30fbManager\u30fbGraph\u3092\u4f9d\u5b58\u95a2\u4fc2\u304b\u3089\u9078\u3076<\/li>\n<li>\u5fc5\u8981\u6027\u304c\u660e\u78ba\u306b\u306a\u308b\u307e\u3067\u306fAgent\u6570\u3092\u5897\u3084\u3055\u305a\u3001\u6700\u5c0f\u69cb\u6210\u304b\u3089\u59cb\u3081\u308b<\/li>\n<\/ul>\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u52d9\u3078\u7d44\u307f\u8fbc\u3080\u3068\u304d\u306f\u3001\u300c\u3069\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u304b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u8ab0\u304c\u6b21\u306e\u51e6\u7406\u3092\u6c7a\u3081\u3001\u3069\u306e\u72b6\u614b\u3092\u5f15\u304d\u7d99\u304e\u3001\u3069\u3053\u3067\u505c\u6b62\u3067\u304d\u308b\u304b\u300d\u3092\u5148\u306b\u8a2d\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u3053\u304c\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n","protected":false},"featured_media":6324,"template":"","meta":{"ssp_meta_title":"AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5236\u5fa1\u3068\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3","ssp_meta_description":"AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001Agent\u30fbWorkflow\u30fbTool\u306e\u5b9f\u884c\u9806\u3084\u5206\u5c90\u3001\u72b6\u614b\u3001\u5931\u6557\u6642\u306e\u51e6\u7406\u3092\u675f\u306d\u308b\u5236\u5fa1\u306e\u8003\u3048\u65b9\u3067\u3059\u3002LLM\u578b\u3068\u30b3\u30fc\u30c9\u578b\u306e\u9055\u3044\u3001\u4ee3\u8868\u30d1\u30bf\u30fc\u30f3\u3001\u8a2d\u8a08\u5224\u65ad\u3092\u5b9f\u52d9\u76ee\u7dda\u3067\u6574\u7406\u3057\u307e\u3059\u3002","ssp_meta_keyword":"AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306f,AI\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3,AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 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