{"id":1122,"date":"2026-01-15T05:00:00","date_gmt":"2026-01-14T20:00:00","guid":{"rendered":"https:\/\/team-y5.com\/fukugyo-sensei\/?p=1122"},"modified":"2026-03-08T08:30:43","modified_gmt":"2026-03-07T23:30:43","slug":"ai-mistral-intro","status":"publish","type":"post","link":"https:\/\/team-y5.com\/fukugyo-sensei\/ai-mistral-intro\/","title":{"rendered":"\u3010AI\u624b\u5e33 No.9\u3011Mistral AI\u2500\u2500\u6b27\u5dde\u767a\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8LLM\u3067\u526f\u696d\u30b3\u30b9\u30c8\u3092\u534a\u5206\u306b\u524a\u308c"},"content":{"rendered":"
\n
AI HANDBOOK — AI\u624b\u5e33 — No.9<\/span>\n

Mistral AI<\/span><\/h1>\n

\u6b27\u5dde\u767a\u30fb\u8efd\u91cf\u9ad8\u901f\u3002\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u3067\u81ea\u7531\u306b\u4f7f\u3048\u308bLLM\u306e\u65b0\u92ed<\/span><\/p>\n

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/span>
2023\u5e74\u8a2d\u7acb<\/span>
\u7121\u6599\u30d7\u30e9\u30f3\u3042\u308a\uff0f$14.99\u301c<\/span><\/div>\n<\/div>\n\n\n\n\n\n\n\n
DEVELOPER<\/th>\nMistral AI SAS\uff08\u30d5\u30e9\u30f3\u30b9\u30fb\u30d1\u30ea\uff09\u30002023\u5e74\u8a2d\u7acb<\/td>\n<\/tr>\n
CATEGORY<\/th>\n\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\uff0fAI\u30c1\u30e3\u30c3\u30c8\uff0fAPI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/td>\n<\/tr>\n
PRICING<\/th>\nLe Chat \u7121\u6599\u30d7\u30e9\u30f3 \u3042\u308a\uff0fPro $14.99\/\u6708\uff0fAPI\u5f93\u91cf\u8ab2\u91d1\uff08Mistral Large\uff1a$3\/1M\u30c8\u30fc\u30af\u30f3\u5165\u529b\u3001$9\/1M\u51fa\u529b\uff09\u3000\u203b2025\u5e74\u6642\u70b9<\/td>\n<\/tr>\n
PLATFORM<\/th>\nWeb\uff08Le Chat\uff09\uff0fREST API\uff0fPython\u30fbJavaScript SDK\uff0fAzure AI \/ AWS Bedrock \u7d4c\u7531\u3067\u3082\u5229\u7528\u53ef<\/td>\n<\/tr>\n
BEST FOR<\/th>\n\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u958b\u767a\u7cfb\u526f\u696d\u8005\u30fb\u30b3\u30b9\u30c8\u91cd\u8996\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30fb\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u3067AI\u3092\u52d5\u304b\u3057\u305f\u3044\u500b\u4eba\u4e8b\u696d\u4e3b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\ud83d\udce1<\/span>
Mistral AI<\/span> \u3068\u306f\u4f55\u304b<\/span><\/div>\n

Mistral AI \u306f2023\u5e744\u6708\u306b\u30d5\u30e9\u30f3\u30b9\u30fb\u30d1\u30ea\u3067\u5275\u696d\u3057\u305f\u6b27\u5dde\u767a\u306eAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3002
\u5171\u540c\u5275\u696d\u8005\u306fDeepMind\u3068Meta\u306eAI\u7814\u7a76\u8005\u51fa\u8eab\u3068\u3044\u3046\u7570\u8272\u306e\u5e03\u9663\u3067\u3001\u8a2d\u7acb\u304b\u3089\u308f\u305a\u304b\u6570\u30f6\u6708\u30676\u5104\u30c9\u30eb\u8d85\u306e\u8a55\u4fa1\u984d\u3092\u9054\u6210\u3057\u305f\u3002
\u6700\u5927\u306e\u7279\u5fb4\u306f\u300c\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\uff08\u516c\u958b\u30e2\u30c7\u30eb\u30a6\u30a7\u30a4\u30c8\uff09\u300d\u3078\u306e\u3053\u3060\u308f\u308a\u3002
Mistral 7B\u30fbMixtral 8x7B \u306a\u3069\u4e3b\u8981\u30e2\u30c7\u30eb\u306e\u30a6\u30a7\u30a4\u30c8\u3092Hugging Face\u4e0a\u3067\u7121\u511f\u516c\u958b\u3057\u3066\u304a\u308a\u3001\u81ea\u524d\u30b5\u30fc\u30d0\u30fc\u3067\u306e\u5b8c\u5168\u30ed\u30fc\u30ab\u30eb\u7a3c\u50cd\u304c\u53ef\u80fd\u3002
GPT-4\u3084Claude\u3068\u9055\u3044\u3001\u30af\u30e9\u30a6\u30c9API\u306b\u7e1b\u3089\u308c\u305a\u81ea\u793e\u30a4\u30f3\u30d5\u30e9\u3067\u904b\u7528\u3067\u304d\u308b\u70b9\u304c\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996\u306e\u6b27\u5dde\u4f01\u696d\u3084\u500b\u4eba\u4e8b\u696d\u4e3b\u306b\u652f\u6301\u3055\u308c\u308b\u7406\u7531\u3060\u3002
\u5546\u7528\u30af\u30ed\u30fc\u30ba\u30c9\u30e2\u30c7\u30eb\u3068\u3057\u3066\u300cMistral Large 2\u300d\u300cMistral Small 3.1\u300d\u306a\u3069\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30c1\u30e3\u30c3\u30c8UI\u300cLe Chat\u300d\u3067\u306f\u7121\u6599\u3067\u3053\u308c\u3089\u3092\u8a66\u305b\u308b\u3002
2024\u5e74\u5f8c\u534a\u306b\u306f\u30b3\u30fc\u30c9\u751f\u6210\u7279\u5316\u306e\u300cCodestral\u300d\u3001\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306e\u300cMistral NeMo\u300d\u306a\u3069\u3082\u76f8\u6b21\u3044\u3067\u30ea\u30ea\u30fc\u30b9\u3002
OpenAI\u3084Anthropic\u3068\u306f\u4e00\u7dda\u3092\u753b\u3059\u300c\u6b27\u5dde\u306e\u81ea\u7531\u306aAI\u300d\u3068\u3057\u3066\u3001\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u71b1\u3044\u652f\u6301\u3092\u96c6\u3081\u3066\u3044\u308b\u3002<\/p>\n

\u26a1<\/span>
\u4e3b\u8981\u6a5f\u80fd 3\u3064<\/span><\/div>\n
FEATURE_01<\/span>
\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u516c\u958b \u2500\u2500 \u30ed\u30fc\u30ab\u30eb\u30fb\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u3067\u5b8c\u5168\u7a3c\u50cd<\/span>
Mistral 7B\u30fbMixtral 8x7B\u30fbMistral NeMo 12B\u306a\u3069\u306e\u30e2\u30c7\u30eb\u30a6\u30a7\u30a4\u30c8\u306f\u7121\u511f\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u53ef\u80fd\u3002
Ollama\u30fbLM Studio\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u30ce\u30fc\u30c8PC1\u53f0\u3067\u3082\u30ed\u30fc\u30ab\u30ebLLM\u3068\u3057\u3066\u52d5\u4f5c\u3059\u308b\u3002
\u526f\u696d\u306e\u6848\u4ef6\u3067\u300c\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u306b\u9001\u308a\u305f\u304f\u306a\u3044\u300d\u300c\u6708\u984d\u30b3\u30b9\u30c8\u3092\u30bc\u30ed\u306b\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u5834\u9762\u306b\u6700\u9069\u3002
Apache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u305f\u3081\u5546\u7528\u5229\u7528\u3082\u81ea\u7531\u3067\u3001\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u7d44\u307f\u8fbc\u307f\u306b\u3082\u5236\u7d04\u304c\u5c11\u306a\u3044\u3002<\/span><\/div>\n
FEATURE_02<\/span>
Codestral \u2500\u2500 \u30b3\u30fc\u30c9\u751f\u6210\u30fb\u88dc\u5b8c\u306b\u7279\u5316\u3057\u305f\u5c02\u7528\u30e2\u30c7\u30eb<\/span>
2024\u5e745\u6708\u30ea\u30ea\u30fc\u30b9\u306e\u300cCodestral\u300d\u306f\u300180\u4ee5\u4e0a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u30b3\u30fc\u30c9\u7279\u5316\u30e2\u30c7\u30eb\u3002
32k\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u6d3b\u304b\u3057\u3001\u9577\u5927\u306a\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u7406\u89e3\u30fb\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3092\u5f97\u610f\u3068\u3059\u308b\u3002
VS Code\u30fbJetBrains\u5411\u3051\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u300cMistral Devstral\u300d\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3001IDE\u5185\u3067\u306e\u88dc\u5b8c\u304c\u53ef\u80fd\u3002
\u526f\u696d\u3067Web\u30a2\u30d7\u30ea\u958b\u767a\u30fb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u30fb\u81ea\u52d5\u5316\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8acb\u3051\u8ca0\u3046\u969b\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u76f4\u7d50\u3059\u308b\u6a5f\u80fd\u3060\u3002<\/span><\/div>\n
FEATURE_03<\/span>
La Plateforme API \u2500\u2500 \u4f4e\u30b3\u30b9\u30c8\u9ad8\u901f\u306aAPI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/span>
Mistral\u72ec\u81ea\u306eAPI\u57fa\u76e4\u300cLa Plateforme\u300d\u3067\u306f\u3001\u7528\u9014\u5225\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u5f93\u91cf\u8ab2\u91d1\u3067\u547c\u3073\u51fa\u305b\u308b\u3002
\u8efd\u91cf\u306a\u300cMistral Small 3.1\u300d\u306fGPT-4o mini\u3068\u540c\u6c34\u6e96\u306e\u6027\u80fd\u3067API\u30b3\u30b9\u30c8\u304c\u7d04\u534a\u5206\u3068\u3044\u3046\u8a66\u7b97\u3082\u3002
Function Calling\uff08\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\uff09\u30fbJSON Mode\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001LangChain\u30fbLlamaIndex\u3068\u306e\u7d71\u5408\u3082\u5bb9\u6613\u3002
\u500b\u4eba\u958b\u767a\u8005\u304cSaaS\u526f\u696d\u30d7\u30ed\u30c0\u30af\u30c8\u3092AI\u5bfe\u5fdc\u3055\u305b\u308b\u969b\u3001\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u672c\u756a\u904b\u7528\u3067\u304d\u308b\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\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>\nMistral AI<\/th>\nGPT-4o\uff08OpenAI\uff09<\/th>\nLLaMA 3\uff08Meta\uff09<\/th>\n<\/tr>\n
\u30e2\u30c7\u30eb\u516c\u958b<\/td>\n\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u25ce<\/td>\n\u30af\u30ed\u30fc\u30ba\u30c9\u00d7<\/td>\n\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u25ce<\/td>\n<\/tr>\n
API\u5358\u4fa1<\/td>\n\u4f4e\u30b3\u30b9\u30c8 \u25ce<\/td>\n\u4e2d\u301c\u9ad8\u30b3\u30b9\u30c8 \u25b3<\/td>\n\u81ea\u524d\u904b\u7528\u306a\u3089\u7121\u6599 \u25ce<\/td>\n<\/tr>\n
\u65e5\u672c\u8a9e\u7cbe\u5ea6<\/td>\n\u4e2d\u7a0b\u5ea6 \u25b3<\/td>\n\u9ad8\u7cbe\u5ea6 \u25ce<\/td>\n\u4e2d\u7a0b\u5ea6 \u25b3<\/td>\n<\/tr>\n
\u30b3\u30fc\u30c9\u751f\u6210<\/td>\nCodestral\u3067\u5f37\u529b \u25ce<\/td>\n\u9ad8\u6027\u80fd \u25cb<\/td>\n\u6a19\u6e96\u7684 \u25cb<\/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\udcbb<\/span>
\u53d7\u8a17\u958b\u767a\u30fb\u30b3\u30fc\u30c9\u526f\u696d<\/span>
Codestral\u3092\u4f7f\u3063\u3066Python\u30fbTypeScript\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u751f\u6210\u30fb\u30ec\u30d3\u30e5\u30fc\u3092\u9ad8\u901f\u5316\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3078\u306e\u7d0d\u54c1\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u3068\u901f\u5ea6\u3092\u4e21\u7acb\u3067\u304d\u308b\u3002API\u30b3\u30b9\u30c8\u304c\u4f4e\u3044\u305f\u3081\u5229\u76ca\u7387\u3092\u7dad\u6301\u3057\u3084\u3059\u3044\u3002<\/span><\/div>\n
\ud83d\udd12<\/span>
\u30ed\u30fc\u30ab\u30ebAI\u30c4\u30fc\u30eb\u69cb\u7bc9<\/span>
Mistral 7B\u3092Ollama\u3067\u81ea\u793ePC\u306b\u5c0e\u5165\u3057\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u30fb\u793e\u5916\u79d8\u60c5\u5831\u3092\u542b\u3080\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u3092\u5b8c\u5168\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u5b9f\u884c\u3002\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u30bc\u30ed\u306b\u3057\u305f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5bfe\u5fdc\u30c4\u30fc\u30eb\u3068\u3057\u3066\u63d0\u4f9b\u3067\u304d\u308b\u3002<\/span><\/div>\n
\ud83e\udd16<\/span>
SaaS\u30d7\u30ed\u30c0\u30af\u30c8\u3078\u306e\u7d44\u307f\u8fbc\u307f<\/span>
La Plateforme API\u3068Function Calling\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u500b\u4eba\u958b\u767aSaaS\u306bAI\u30c1\u30e3\u30c3\u30c8\u6a5f\u80fd\u3092\u5b9f\u88c5\u3002\u6708\u984d\u56fa\u5b9a\u8cbb\u306a\u3057\u306e\u5f93\u91cf\u8ab2\u91d1\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u6570\u304c\u5c11\u306a\u3044\u521d\u671f\u30d5\u30a7\u30fc\u30ba\u3067\u3082\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3066AI\u6a5f\u80fd\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3002<\/span><\/div>\n
\ud83d\udcc4<\/span>
\u591a\u8a00\u8a9e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u51e6\u7406<\/span>
Mistral Large 2\u306e\u591a\u8a00\u8a9e\u80fd\u529b\uff08\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u897f\u30fb\u4f0a\u30fb\u65e5\u30fb\u4e2d\u306a\u3069\u5bfe\u5fdc\uff09\u3092\u6d3b\u7528\u3057\u3001\u7ffb\u8a33\u30fb\u8981\u7d04\u30fb\u5206\u985e\u3092\u81ea\u52d5\u5316\u3002\u82f1\u8a9e\u570f\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u8cc7\u6599\u3092\u65e5\u672c\u8a9e\u3067\u307e\u3068\u3081\u308b\u4f5c\u696d\u306a\u3069\u3001\u7ffb\u8a33\u526f\u696d\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5f15\u304d\u4e0a\u3052\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 \u30b3\u30fc\u30c9\u751f\u6210\uff08Codestral\u5411\u3051\uff09
\u300c\u4ee5\u4e0b\u306e\u4ed5\u69d8\u3067FastAPI + SQLAlchemy\u3092\u4f7f\u3063\u305fREST API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\u3002
\u4ed5\u69d8\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b9\u30af\u4e00\u89a7\u3092GET\u3067\u53d6\u5f97\uff0f\u65b0\u898f\u30bf\u30b9\u30af\u3092POST\u3067\u767b\u9332\uff0f\u5165\u529b\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u3068\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3082\u542b\u3081\u308b\u3002
\u30b3\u30e1\u30f3\u30c8\u306f\u65e5\u672c\u8a9e\u3067\u304a\u9858\u3044\u3057\u307e\u3059\u3002\u300d<\/span><\/span>\u25bc \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u8981\u7d04\uff08Mistral Large\u5411\u3051\uff09
\u300c\u4ee5\u4e0b\u306e\u82f1\u8a9e\u5951\u7d04\u66f8\uff08\u5168\u6587\uff09\u3092\u65e5\u672c\u8a9e\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002
\u51fa\u529b\u5f62\u5f0f\uff1a\u2460\u5951\u7d04\u306e\u76ee\u7684\u3001\u2461\u4e3b\u8981\u306a\u7fa9\u52d9\u3001\u2462\u9055\u7d04\u6761\u9805\u3001\u2463\u6ce8\u610f\u3059\u3079\u304d\u30ea\u30b9\u30af\u3000\u306e4\u9805\u76ee\u3067\u7b87\u6761\u66f8\u304d\u3002
\u5c02\u9580\u7528\u8a9e\u306f\u65e5\u672c\u8a9e\u306e\u6cd5\u5f8b\u7528\u8a9e\u306b\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300d\n

\u25bc \u30ed\u30fc\u30ab\u30ebLLM\u6d3b\u7528\uff08Mistral 7B \/ Ollama\u5411\u3051\uff09
\u300c\u3042\u306a\u305f\u306f\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u62c5\u5f53\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30af\u30ec\u30fc\u30e0\u30e1\u30fc\u30eb\uff08\u793e\u5185\u6a5f\u5bc6\u60c5\u5831\u542b\u3080\uff09\u306b\u5bfe\u3057\u3066\u3001
\u4e01\u5be7\u304b\u3064\u89e3\u6c7a\u5fd7\u5411\u306e\u8fd4\u4fe1\u6587\u3092\u65e5\u672c\u8a9e\u3067\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002200\u5b57\u4ee5\u5185\u3067\u8981\u70b9\u3092\u307e\u3068\u3081\u305f\u8b1d\u7f6a\u3068\u5bfe\u5fdc\u7b56\u3092\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/p>\n<\/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