{"id":6069,"date":"2024-12-23T17:03:02","date_gmt":"2024-12-23T08:03:02","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6069"},"modified":"2025-06-26T10:27:32","modified_gmt":"2025-06-26T01:27:32","slug":"llmops_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/llmops_glossary\/","title":{"rendered":"LLMOps\u3068\u306f\uff1f2025\u5e74\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\u3068\u5b9f\u8df5\u8996\u70b9\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<p>LLMOps\u306e\u57fa\u672c\u6982\u5ff5\u304b\u30892025\u5e74\u306e\u6700\u65b0\u52d5\u5411\u3001\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u81ea\u52d5\u5316\u30fb\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u8ab2\u984c\u3001\u5c06\u6765\u6027\u307e\u3067\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3002LLM\u306e\u904b\u7528\u3068\u7d99\u7d9a\u7684\u6539\u5584\u3092\u53ef\u80fd\u306b\u3059\u308b\u6b21\u4e16\u4ee3\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u6226\u7565\u3068\u306f\uff1f<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>LLMOps\u306f\u3001\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u300d\u306e\u958b\u767a\u30fb\u904b\u7528\u30fb\u76e3\u8996\u30fb\u6539\u5584\u307e\u3067\u3092\u652f\u3048\u308b\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u3067\u3042\u308a\u3001MLOps\u306e\u4e00\u5206\u91ce\u3068\u3057\u3066\u6025\u901f\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306eML\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308a\u3001LLM\u306f\u30b5\u30a4\u30ba\u30fb\u52d5\u4f5c\u30b3\u30b9\u30c8\u30fb\u7cbe\u5ea6\u52a3\u5316\u30fb\u30c9\u30ea\u30d5\u30c8\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u8907\u96d1\u6027\u304c\u9ad8\u3044\u305f\u3081\u3001LLMOps\u3068\u3044\u3046\u72ec\u7acb\u3057\u305f\u8a2d\u8a08\u30fb\u904b\u7528\u601d\u60f3\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p>2025\u5e74\u73fe\u5728\u3001Hugging Face\u3084Weights &amp; Biases\u3001LangChain\u306a\u3069\u3092\u4e2d\u5fc3\u306b\u3001LLMOps\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u30c1\u30a7\u30fc\u30f3\u3084\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u304c\u6574\u5099\u3055\u308c\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 0ac66fef-5a44-4081-999c-5aa1fd1b4148 --><\/p>\n\n<h2>LLMOps\u306e\u57fa\u672c\u6982\u5ff5<\/h2>\n<b>LLMOps\u3068\u306f\uff1f<\/b>\r\n<p>LLMOps\uff08Large Language Model Operations\uff09\u306f\u3001LLM\u306e<strong>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u904b\u7528<\/strong>\u3068<strong>\u7d99\u7d9a\u7684\u306a\u6700\u9069\u5316<\/strong>\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306e\u30d7\u30ed\u30bb\u30b9\u7fa4\u3001\u30c4\u30fc\u30eb\u3001\u7d44\u7e54\u7684\u5b9f\u8df5\u306e\u7dcf\u79f0\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u4ee5\u4e0b\u3092\u542b\u307f\u307e\u3059\uff1a<\/p>\r\n<ul>\r\n\t<li>\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u30fb\u30c7\u30d7\u30ed\u30a4\u30fb\u76e3\u8996\u30fb\u8a55\u4fa1\u30fb\u518d\u8a13\u7df4<\/li>\r\n\t<li>API\u904b\u7528\u306e\u4fe1\u983c\u6027\u5411\u4e0a<\/li>\r\n\t<li>\u4f1a\u8a71\u5c65\u6b74\u30fb\u51fa\u529b\u54c1\u8cea\u30fb\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7<\/li>\r\n<\/ul>\r\n<b>\u306a\u305c\u91cd\u8981\u306a\u306e\u304b\uff1f<\/b>\r\n<p>LLM\u306f\u6570\u5341\u5104\u301c\u6570\u5343\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u898f\u6a21\u306e\u91cd\u305f\u3044\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u5b89\u5b9a\u7684\u306a\u63d0\u4f9b\u3068\u7d99\u7d9a\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7ba1\u7406\u304c\u5fc5\u9808\u3067\u3059\u3002\u7279\u306bSaaS\u3001RAG\uff08Retrieval-Augmented Generation\uff09\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u904b\u7528\u3067\u306f\u3001<strong>\u30b3\u30b9\u30c8\u52b9\u7387<\/strong>\u3068<strong>\u7cbe\u5ea6\u7dad\u6301<\/strong>\u306e\u4e21\u7acb\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<!-- notionvc: 17423775-6563-4b03-814f-957b8a3b41e4 --><\/p>\r\n<p><!-- notionvc: 114d9d28-7ba7-441d-a338-e2d24c4de326 --><\/p>\n\n<h2>LLMOps\u306e\u4e3b\u8981\u30d7\u30ed\u30bb\u30b9<\/h2>\n<b>1. \u958b\u767a\u3068\u7d71\u5408<\/b>\r\n<ul>\r\n\t<li>Prompt Engineering + Fine-tuning \u306e\u7d71\u5408\u7ba1\u7406<\/li>\r\n\t<li>LangChain\u3084LlamaIndex\u306a\u3069\u306e<strong>LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>\u3068\u306e\u7d71\u5408\u8a2d\u8a08<\/li>\r\n\t<li>Embedding\u7ba1\u7406\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3001RAG\u8a2d\u8a08\u3092\u542b\u3080\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u9023\u643a\u69cb\u6210<\/li>\r\n<\/ul>\r\n<b>2. CI\/CD for LLMs<\/b>\r\n<ul>\r\n\t<li>LLM\u7528CI\/CD\u306f\u5f93\u6765\u306e\u30b3\u30fc\u30c9\u3068\u7570\u306a\u308a\u3001<strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u8a2d\u5b9a\u30fb\u30c7\u30fc\u30bf\u69cb\u9020<\/strong>\u3092\u542b\u3080\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u306e\u5909\u66f4\u7ba1\u7406\u304c\u5fc5\u8981\u3067\u3059<\/li>\r\n\t<li>Hugging Face Spaces\u3001GitHub Actions\u3001Kubernetes\u9023\u643a\u306a\u3069\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059<\/li>\r\n<\/ul>\r\n<b>3. \u30e2\u30c7\u30eb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/b>\r\n<ul>\r\n\t<li>\u51fa\u529b\u54c1\u8cea\uff08Toxicity\u3001Hallucination\u3001Relevance\uff09\u3092\u76e3\u8996<\/li>\r\n\t<li>Weights &amp; Biases\u3001Arize AI\u3001PromptLayer\u306a\u3069\u306e<strong>LLM\u5c02\u7528\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u30c4\u30fc\u30eb<\/strong>\u304c\u4e3b\u6d41<\/li>\r\n\t<li>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\uff08\u4f8b\uff1a<a href=\"http:\/\/Guardrails.ai\">Guardrails.ai<\/a>\uff09\u3092\u5229\u7528\u3057\u305f\u30dd\u30ea\u30b7\u30fc\u5236\u5fa1\u3082\u6025\u5897\u4e2d<\/li>\r\n<\/ul>\r\n<b>4. \u7d99\u7d9a\u7684\u6539\u5584\uff08Feedback Loop\uff09<\/b>\r\n<ul>\r\n\t<li>\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\uff08RLHF\uff09\u307e\u305f\u306f\u30ed\u30b0\u304b\u3089\u306e<strong>\u81ea\u52d5\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316<\/strong><\/li>\r\n\t<li>\u30e6\u30fc\u30b6\u30fc\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u901a\u3058\u305f<strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9LLM\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: fd1e9d3f-b63c-4d7f-aef8-e610b3db018d --><\/p>\n\n<h2>\u5fdc\u7528\u5206\u91ce\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n<b>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/b>\r\n<p>\u30c1\u30e3\u30c3\u30c8\u30ed\u30b0\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u89e3\u6790\u3057\u3001\u5fdc\u7b54\u7cbe\u5ea6\u3092\u52d5\u7684\u306b\u6539\u5584\u3002Zendesk\u3084Intercom\u306b\u304a\u3051\u308bLLMOps\u5c0e\u5165\u3067\u3001<strong>\u5e73\u5747\u5fdc\u7b54\u6642\u9593\u304c25%\u524a\u6e1b<\/strong>\u3055\u308c\u305f\u4e8b\u4f8b\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<b>\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210<\/b>\r\n<p>\u30e1\u30c7\u30a3\u30a2\u696d\u754c\u3067\u306f\u8a18\u4e8b\u751f\u6210\u3084\u30bf\u30a4\u30c8\u30eb\u63d0\u6848\u306bLLM\u3092\u5c0e\u5165\u3002\u5185\u5bb9\u306e\u6b63\u78ba\u6027\u76e3\u8996\u3084\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u5b66\u7fd2\u306e\u81ea\u52d5\u5316\u304c\u3001\u54c1\u8cea\u3068\u30b9\u30d4\u30fc\u30c9\u3092\u4e21\u7acb\u3002<\/p>\r\n<b>\u6cd5\u52d9\u30fb\u91d1\u878d\u30fb\u30d8\u30eb\u30b9\u30b1\u30a2<\/b>\r\n<p>RAG\u69cb\u6210\u306b\u3088\u308b\u898f\u5236\u5bfe\u5fdc\u6587\u66f8\u306e\u89e3\u91c8\u3084FAQ\u81ea\u52d5\u5fdc\u7b54\u3002**\u76e3\u67fb\u6027\u30fb\u8aac\u660e\u53ef\u80fd\u6027\uff08XAI\uff09**\u3082\u91cd\u8996\u3055\u308c\u3001\u51fa\u529b\u6839\u62e0\u3092\u660e\u793a\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u304c\u9032\u5316\u4e2d\u3002<!-- notionvc: fde5ea9c-6858-4cf3-a0e5-72638a66d033 --><\/p>\r\n<p><!-- notionvc: 67e37d2d-0743-4d77-94d4-e122a7c4435f --><\/p>\n\n<h2>\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<b>\u30e1\u30ea\u30c3\u30c8<\/b>\r\n<ul>\r\n\t<li><strong>\u904b\u7528\u306e\u5b89\u5b9a\u6027\u5411\u4e0a<\/strong>\uff1a\u30e2\u30c7\u30eb\u306e\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u66f4\u65b0\u3092\u7d99\u7d9a\u7684\u306b\u81ea\u52d5\u5316<\/li>\r\n\t<li><strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/strong>\uff1a\u63a8\u8ad6\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u306a\u304c\u3089\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7dad\u6301<\/li>\r\n\t<li><strong>\u54c1\u8cea\u5411\u4e0a<\/strong>\uff1a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30e2\u30c7\u30eb\u54c1\u8cea\u3092\u7d99\u7d9a\u6539\u5584<\/li>\r\n<\/ul>\r\n<b>\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c<\/b>\r\n<ul>\r\n\t<li><strong>\u521d\u671f\u69cb\u7bc9\u306e\u8907\u96d1\u6027<\/strong>\uff1a\u30c4\u30fc\u30eb\u306e\u65ad\u7247\u5316\u3001\u8a2d\u8a08\u306e\u7169\u96d1\u3055<\/li>\r\n\t<li><strong>\u30b3\u30b9\u30c8\u7ba1\u7406<\/strong>\uff1aAPI\u5229\u7528\u304c\u5f93\u91cf\u8ab2\u91d1\u306e\u5834\u5408\u3001\u4f7f\u7528\u91cf\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u304c\u5fc5\u9808<\/li>\r\n\t<li><strong>\u76e3\u8996\u306e\u7cbe\u5ea6<\/strong>\uff1a\u300c\u826f\u3044\u56de\u7b54\u300d\u3092\u3069\u3046\u5b9a\u7fa9\u3057\u3001\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u306e\u8a2d\u8a08\u304c\u56f0\u96e3<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: f07d3e82-3116-4112-b3fc-5786955fec1d --><\/p>\n\n<h2>\u5c06\u6765\u5c55\u671b<\/h2>\n<b>\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u9023\u643a\u3068\u81ea\u5f8b\u7684LLMOps<\/b>\r\n<p>\u8907\u6570\u306eLLM\uff08\u4f8b\uff1aGPT-4o\u3001Claude\u3001Mistral\uff09\u3092\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u5207\u308a\u66ff\u3048\u308b<strong>Routing AI \/ LLM 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