{"id":1128,"date":"2026-01-16T05:00:00","date_gmt":"2026-01-15T20:00:00","guid":{"rendered":"https:\/\/team-y5.com\/fukugyo-sensei\/?p=1128"},"modified":"2026-03-08T08:30:22","modified_gmt":"2026-03-07T23:30:22","slug":"ai-llama-intro","status":"publish","type":"post","link":"https:\/\/team-y5.com\/fukugyo-sensei\/ai-llama-intro\/","title":{"rendered":"\u3010AI\u624b\u5e33 No.10\u3011LLaMA\u2500\u2500\u7121\u6599\u3067\u4f7f\u3048\u308bMeta\u306e\u6700\u5f37\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u3001\u526f\u696d\u30b3\u30b9\u30c8\u3092\u9650\u308a\u306a\u304f\u30bc\u30ed\u306b\u8fd1\u3065\u3051\u308b"},"content":{"rendered":"
\n
AI HANDBOOK — AI\u624b\u5e33 — No.10<\/span>\n

LLaMA<\/span><\/h1>\n

Meta\u304c\u7121\u511f\u516c\u958b\u3059\u308b\u3001\u4e16\u754c\u6700\u5927\u7d1a\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/span><\/p>\n

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/span>
2023\u301c2025<\/span>
\u57fa\u672c\u7121\u6599\uff08\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u3042\u308a\uff09<\/span><\/div>\n<\/div>\n\n\n\n\n\n\n\n
DEVELOPER<\/th>\nMeta AI\uff08Meta Platforms, Inc.\uff09<\/td>\n<\/tr>\n
CATEGORY<\/th>\n\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\uff0f\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30fb\u5bfe\u8a71\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u63a8\u8ad6<\/td>\n<\/tr>\n
PRICING<\/th>\n\u30e2\u30c7\u30eb\u30a6\u30a7\u30a4\u30c8\u7121\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\uff08\u975e\u5546\u7528\u30fb\u5546\u7528\u3068\u3082\u306b\u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc7\u5104\u4eba\u672a\u6e80\u306f\u7121\u511f\uff09\u3002API\u7d4c\u7531\u306a\u3089Groq\u30fbTogether AI\u7b49\u3067$0.05\u301c$0.90\/1M\u30c8\u30fc\u30af\u30f3\u7a0b\u5ea6<\/td>\n<\/tr>\n
PLATFORM<\/th>\n\u30ed\u30fc\u30ab\u30eb\uff08Mac\/Linux\/Windows\uff09\u30fbHugging Face\u30fbAWS\/GCP\/Azure\u30fbOllama\u30fbLM Studio\u30fb\u5404\u7a2eAPI\u30b5\u30fc\u30d3\u30b9<\/td>\n<\/tr>\n
BEST FOR<\/th>\n\u30a8\u30f3\u30b8\u30cb\u30a2\u30fbAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30fb\u500b\u4eba\u958b\u767a\u8005\u30fb\u30b3\u30b9\u30c8\u91cd\u8996\u306e\u526f\u696d\u30aa\u30fc\u30ca\u30fc\u30fb\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996\u30e6\u30fc\u30b6\u30fc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\ud83d\udce1<\/span>
LLaMA<\/span> \u3068\u306f\u4f55\u304b<\/span><\/div>\n

LLaMA\uff08Large Language Model Meta AI\uff09\u306f\u3001Meta AI\u304c\u958b\u767a\u30fb\u516c\u958b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u30b7\u30ea\u30fc\u30ba\u3060\u30022023\u5e742\u6708\u306bLLaMA 1\u304c\u7814\u7a76\u8005\u5411\u3051\u306b\u9650\u5b9a\u516c\u958b\u3055\u308c\u3001\u540c\u5e747\u6708\u306eLLaMA 2\u3067\u5546\u7528\u5229\u7528\u304c\u89e3\u7981\u30022024\u5e744\u6708\u306bLLaMA 3\uff088B\u30fb70B\u30fb405B\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u30012025\u5e74\u306b\u306fLLaMA 3.3\u30fbLLaMA 4\uff08Scout\u306f109B\u30a2\u30af\u30c6\u30a3\u30d6\u30d1\u30e9\u30e1\u30fc\u30bf\u3001Maveric\u306f400B\u8d85\u306eMixture-of-Experts\u69cb\u9020\uff09\u304c\u516c\u958b\u3055\u308c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u306e\u6700\u524d\u7dda\u3092\u8d70\u308a\u7d9a\u3051\u3066\u3044\u308b\u3002<\/p>\n

\u6700\u5927\u306e\u7279\u5fb4\u306f\u300c\u30e2\u30c7\u30eb\u30a6\u30a7\u30a4\u30c8\u3092\u8ab0\u3067\u3082\u5165\u624b\u3067\u304d\u308b\u300d\u3053\u3068\u3002ChatGPT\u3084Claude\u306f\u30af\u30e9\u30a6\u30c9API\u3092\u901a\u3058\u3066\u3057\u304b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u306e\u306b\u5bfe\u3057\u3001LLaMA\u306f\u81ea\u5206\u306e\u30b5\u30fc\u30d0\u30fc\u30fbPC\u306b\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u52d5\u304b\u305b\u308b\u3002\u3064\u307e\u308a\u6708\u984d\u56fa\u5b9a\u8cbb\u30bc\u30ed\u3067\u63a8\u8ad6\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u526f\u696d\u30fb\u30b9\u30e2\u30fc\u30eb\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u3053\u308c\u306f\u9769\u547d\u7684\u306a\u30b3\u30b9\u30c8\u512a\u4f4d\u6027\u3060\u3002\u52a0\u3048\u3066\u30c7\u30fc\u30bf\u304c\u5916\u90e8\u306b\u9001\u4fe1\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u542b\u3080\u30bf\u30b9\u30af\u306b\u3082\u5b89\u5fc3\u3057\u3066\u4f7f\u3048\u308b\u3002<\/p>\n

\u6027\u80fd\u9762\u3067\u3082\u6025\u9032\u5316\u3057\u3066\u3044\u308b\u3002LLaMA 3.1 405B\u306fGPT-4o\u306b\u5339\u6575\u3059\u308b\u7dcf\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c\u3092\u8a18\u9332\u3002LLaMA 4 Maverick\u306f\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u30c6\u30ad\u30b9\u30c8\u3092\u6271\u3046\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u3092\u679c\u305f\u3057\u3001GPT-4.1\u3084Gemini 2.0 Flash\u3068\u4e92\u89d2\u4ee5\u4e0a\u306e\u6027\u80fd\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u300c\u7121\u6599\u306a\u306e\u306b\u5f37\u3044\u300d\u3068\u3044\u3046\u552f\u4e00\u7121\u4e8c\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u78ba\u7acb\u3057\u305f\u3002<\/p>\n

\u26a1<\/span>
\u4e3b\u8981\u6a5f\u80fd 3\u3064<\/span><\/div>\n
FEATURE_01<\/span>
\u5b8c\u5168\u30ed\u30fc\u30ab\u30eb\u52d5\u4f5c\u30fb\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8AI\u74b0\u5883\u306e\u69cb\u7bc9<\/span>
Ollama\u30fbLM Studio\u3092\u4f7f\u3048\u3070\u3001M2\/M3 Mac\u3084RTX\u642d\u8f09\u306eWindowsPC\u4e0a\u3067LLaMA 3.2\uff083B\/11B\uff09\u3084LLaMA 3.3 70B\u304c\u52d5\u304f\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u4e0d\u8981\u30fbAPI\u8cbb\u7528\u30bc\u30ed\u3002\u9867\u5ba2\u30ea\u30b9\u30c8\u3084\u672a\u516c\u958b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5165\u529b\u3057\u3066\u3082\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u304c\u306a\u3044\u3002\u526f\u696d\u30b3\u30f3\u30b5\u30eb\u3084\u58eb\u696d\u306b\u3068\u3063\u3066\u300c\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u60c5\u5831\u3092\u5b89\u5168\u306b\u6271\u3048\u308b\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8AI\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002\u91cf\u5b50\u5316\uff08GGUF\u5f62\u5f0f\uff09\u3092\u4f7f\u3048\u30704GB\u306eVRAM\u3067\u30828B\u30e2\u30c7\u30eb\u304c\u5feb\u9069\u306b\u52d5\u4f5c\u3059\u308b\u3002<\/span><\/div>\n
FEATURE_02<\/span>
\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/span>
LLaMA\u306f\u30a6\u30a7\u30a4\u30c8\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u8ffd\u52a0\u5b66\u7fd2\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u304c\u53ef\u80fd\u3002LoRA\u30fbQLoRA\u3092\u4f7f\u3048\u3070A100\u4e0d\u8981\u30fb\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fcGPU\uff08RTX 3090\u7b49\uff09\u3067\u3082\u5b9f\u65bd\u3067\u304d\u308b\u3002\u300c\u81ea\u5206\u306e\u30d6\u30ed\u30b01,000\u8a18\u4e8b\u3092\u5b66\u7fd2\u3055\u305b\u305f\u6587\u4f53\u30b3\u30d4\u30fcAI\u300d\u300c\u7279\u5b9a\u696d\u754c\u306e\u5c02\u9580\u7528\u8a9e\u306b\u7279\u5316\u3057\u305f\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d\u300cEC\u5546\u54c1\u8aac\u660e\u306b\u7279\u5316\u3057\u305f\u751f\u6210\u30e2\u30c7\u30eb\u300d\u306a\u3069\u3001\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\u3067\u306f\u7d76\u5bfe\u306b\u4f5c\u308c\u306a\u3044\u30aa\u30ea\u30b8\u30ca\u30ebAI\u3092\u30bc\u30ed\u304b\u3089\u69cb\u7bc9\u3067\u304d\u308b\u3002\u3053\u308c\u3092\u53d7\u6ce8\u30b5\u30fc\u30d3\u30b9\u306b\u3059\u308c\u3070\u5358\u4fa150\u301c200\u4e07\u5186\u306e\u6848\u4ef6\u306b\u306a\u308a\u3046\u308b\u3002<\/span><\/div>\n
FEATURE_03<\/span>
\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u30fb\u9ad8\u5ea6\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\uff08LLaMA 4\u4e16\u4ee3\uff09<\/span>
LLaMA 4 Scout\u304a\u3088\u3073Maverick\u306f\u753b\u50cf\u30fb\u30c6\u30ad\u30b9\u30c8\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u306b\u5bfe\u5fdc\u3002\u753b\u50cf\u5185\u306e\u8868\u3092\u8aad\u307f\u53d6\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3057\u305f\u308a\u3001\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u304b\u3089UI\u8a2d\u8a08\u66f8\u3092\u751f\u6210\u3059\u308b\u7528\u9014\u304c\u5e83\u304c\u3063\u305f\u3002\u307e\u305f128K\u30c8\u30fc\u30af\u30f3\uff08Scout\uff1a10M\u30c8\u30fc\u30af\u30f3\uff09\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u3088\u308a\u3001\u9577\u5927\u306a\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3084\u66f8\u985e\u5168\u4f53\u3092\u4e00\u62ec\u3067\u51e6\u7406\u3067\u304d\u308b\u3002\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08HumanEval\u7b49\uff09\u3067\u3082GPT-4\u30ec\u30d9\u30eb\u306b\u8089\u8584\u3057\u3066\u304a\u308a\u3001\u500b\u4eba\u958b\u767a\u8005\u306e\u5b9f\u88c5\u30b9\u30d4\u30fc\u30c9\u3092\u5927\u5e45\u306b\u5e95\u4e0a\u3052\u3059\u308b\u3002<\/span><\/div>\n
\u2696\ufe0f<\/span>
\u4f3c\u305fAI\u3068\u306e\u9055\u3044<\/span><\/div>\n\n\n\n\n\n\n\n
\u00a0<\/th>\nLLaMA<\/th>\nMistral \/ Mixtral<\/th>\nGPT-4o\uff08OpenAI\uff09<\/th>\n<\/tr>\n
\u30aa\u30fc\u30d7\u30f3\u5ea6<\/td>\n\u25ce \u30a6\u30a7\u30a4\u30c8\u5b8c\u5168\u516c\u958b<\/td>\n\u25ce \u30a6\u30a7\u30a4\u30c8\u516c\u958b<\/td>\n\u00d7 \u30af\u30ed\u30fc\u30ba\u30c9API\u306e\u307f<\/td>\n<\/tr>\n
\u6700\u5927\u30e2\u30c7\u30eb\u898f\u6a21<\/td>\n\u25ce 400B\u8d85\uff08LLaMA 4 Maverick\uff09<\/td>\n\u25cb 141B\uff08Mixtral 8x22B\uff09<\/td>\n\u25ce \u975e\u516c\u958b\u30fb\u696d\u754c\u6700\u9ad8\u6c34\u6e96<\/td>\n<\/tr>\n
\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8<\/td>\n\u25ce \u30ed\u30fc\u30ab\u30eb\u904b\u7528\u3067\u307b\u307c\u30bc\u30ed<\/td>\n\u25ce \u30ed\u30fc\u30ab\u30eb\u904b\u7528\u53ef<\/td>\n\u25b3 API\u5f93\u91cf\u8ab2\u91d1\u5fc5\u9808<\/td>\n<\/tr>\n
\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb<\/td>\n\u25cb LLaMA 4\u304b\u3089\u5bfe\u5fdc<\/td>\n\u25b3 Pixtral\u7b49\u3067\u90e8\u5206\u5bfe\u5fdc<\/td>\n\u25ce \u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\ud83c\udfaf<\/span>
\u3053\u3093\u306a\u4f7f\u3044\u65b9\u304c\u5f37\u3044<\/span><\/div>\n
\n
\ud83d\udd12<\/span>
\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8RAG\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<\/span>
\u793e\u5185\u6587\u66f8\u30fb\u9867\u5ba2\u60c5\u5831\u3092\u30ed\u30fc\u30ab\u30ebLLaMA\u306b\u98df\u308f\u305b\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3002\u5916\u90e8API\u306b\u4e00\u5207\u30c7\u30fc\u30bf\u3092\u6e21\u3055\u305a\u3001\u6a5f\u5bc6\u6848\u4ef6\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u72ec\u81ea\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u6301\u3066\u308b\u3002<\/span><\/div>\n
\ud83e\udd16<\/span>
SaaS\u30d7\u30ed\u30c0\u30af\u30c8\u3078\u306eAI\u6a5f\u80fd\u7d44\u307f\u8fbc\u307f<\/span>
\u81ea\u4f5c\u306eWeb\u30a2\u30d7\u30ea\u3084NoCode\u30c4\u30fc\u30eb\u306bLLaMA\u3092API\u7d4c\u7531\u3067\u7d44\u307f\u8fbc\u307f\u3001AI\u6a5f\u80fd\u4ed8\u304dSaaS\u3068\u3057\u3066\u8ca9\u58f2\u3002OpenAI\u3088\u308a\u5727\u5012\u7684\u306b\u30b3\u30b9\u30c8\u304c\u4f4e\u304f\u3001\u5229\u76ca\u7387\u3092\u9ad8\u304f\u4fdd\u3066\u308b\u3002<\/span><\/div>\n
\u270d\ufe0f<\/span>
\u5927\u91cf\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4e00\u62ec\u751f\u6210\u30fbSEO\u5bfe\u7b56<\/span>
\u30d6\u30ed\u30b0\u8a18\u4e8b\u30fb\u5546\u54c1\u8aac\u660e\u30fbSNS\u6295\u7a3f\u3092\u6708\u6570\u5343\u4ef6\u5358\u4f4d\u3067\u751f\u6210\u3059\u308b\u30d0\u30c3\u30c1\u51e6\u7406\u3002\u30ed\u30fc\u30ab\u30eb\u52d5\u4f5c\u306a\u3089API\u5236\u9650\u306a\u3057\u30fb\u8cbb\u7528\u306f\u96fb\u6c17\u4ee3\u306e\u307f\u3002\u30a2\u30d5\u30a3\u30ea\u30a8\u30a4\u30c8\u30b5\u30a4\u30c8\u306e\u91cf\u7523\u306b\u6700\u9069\u3002<\/span><\/div>\n
\ud83d\udcbc<\/span>
AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u81ea\u52d5\u5316\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/span>
LangChain\u30fbLlamaIndex\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30bf\u30b9\u30af\u81ea\u52d5\u5316\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3002\u30e1\u30fc\u30eb\u8fd4\u4fe1\u30fb\u30ea\u30fc\u30c9\u5bfe\u5fdc\u30fb\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3092\u5b8c\u5168\u81ea\u52d5\u5316\u3057\u3001\u526f\u696d\u306e\u5de5\u6570\u3092\u5727\u7e2e\u3059\u308b\u3002<\/span><\/div>\n<\/div>\n
\ud83d\udcbb<\/span>
\u52b9\u679c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b<\/span><\/div>\n
PROMPT_EXAMPLE<\/span>

\u25bc \u30d6\u30ed\u30b0\u8a18\u4e8b\u4e00\u62ec\u751f\u6210\uff08\u30d0\u30c3\u30c1\u51e6\u7406\u5411\u3051\uff09
\u300c\u3042\u306a\u305f\u306fSEO\u306e\u5c02\u9580\u5bb6\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u300e{keyword}\u300f\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u305f2,000\u5b57\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092HTML\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002h2\u30bf\u30b03\u500b\u30fbh3\u30bf\u30b0\u54042\u500b\u30fb\u5192\u982d\u306b\u30ea\u30fc\u30c9\u6587\u30fb\u672b\u5c3e\u306bCTA\u3092\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u6587\u4f53\u306f\u300e\u3067\u3059\u30fb\u307e\u3059\u300f\u8abf\u3001\u8aad\u8005\u306f30\u4ee3\u4f1a\u793e\u54e1\u306e\u526f\u696d\u521d\u5fc3\u8005\u3067\u3059\u3002\u300d<\/span><\/span>\u25bc \u30ed\u30fc\u30ab\u30ebRAG\u30b7\u30b9\u30c6\u30e0\u7528\u30fb\u8cea\u554f\u5fdc\u7b54\u30d7\u30ed\u30f3\u30d7\u30c8
\u300c\u4ee5\u4e0b\u306e\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8[CONTEXT]\u306e\u307f\u3092\u6839\u62e0\u306b\u8cea\u554f\u306b\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6587\u66f8\u306b\u8a18\u8f09\u306e\u306a\u3044\u5185\u5bb9\u306f\u300e\u8cc7\u6599\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300f\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8cea\u554f\uff1a{question} \/ \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff1a{retrieved_chunks}\u300d\u25bc \u30b3\u30fc\u30c9\u751f\u6210\u30fb\u526f\u696dSaaS\u958b\u767a\u5411\u3051
\u300cPython\u30fbFastAPI\u3067\u4ee5\u4e0b\u306e\u6a5f\u80fd\u3092\u6301\u3064API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u53d7\u3051\u53d6\u308a\u3001\u611f\u60c5\u5206\u6790\uff08\u30dd\u30b8\u30c6\u30a3\u30d6\/\u30cd\u30ac\u30c6\u30a3\u30d6\/\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\uff09\u3092\u8fd4\u3059\u3002\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068OpenAPI\u4ed5\u69d8\u306e\u30b3\u30e1\u30f3\u30c8\u3082\u542b\u3081\u308b\u3053\u3068\u3002\u300d<\/div>\n
\ud83d\ude80<\/span>
\u526f\u696d\u30fb\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u6d3b\u7528\u6cd5<\/span><\/div>\n
\u25b7 \u5b9f\u88c5\u30a2\u30a4\u30c7\u30a24\u9078<\/span>\n