{"id":7171,"date":"2026-06-30T09:30:55","date_gmt":"2026-06-30T00:30:55","guid":{"rendered":"https:\/\/techfun.cc\/?p=7171"},"modified":"2026-06-30T09:30:55","modified_gmt":"2026-06-30T00:30:55","slug":"local-llm-practice-ollama","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/local-llm-practice-ollama.html","title":{"rendered":"Ollama\u3067\u59cb\u3081\u308b\u30ed\u30fc\u30ab\u30ebLLM\u5b9f\u8df5\u5165\u9580"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3001\u30af\u30e9\u30a6\u30c9LLM\u3068\u306e\u9055\u3044\u3001\u696d\u52d9\u5229\u7528\u3067\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/local-llm-introduction.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/06\/local-llm-introduction.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u30ed\u30fc\u30ab\u30ebLLM\u5165\u9580\uff1a\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u306b\u9001\u3089\u305a\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u9078\u629e\u80a2<\/div><\/div><\/a>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u4fe1\u3057\u3065\u3089\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u3084\u3001\u9589\u57df\u74b0\u5883\u3067\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u3044\u5834\u5408\u306b\u691c\u8a0e\u3057\u3084\u3059\u3044\u9078\u629e\u80a2\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001\u5b9f\u969b\u306b\u4f7f\u3044\u59cb\u3081\u308b\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u53d6\u5f97\u3001\u5b9f\u884c\u74b0\u5883\u3001\u5fdc\u7b54\u901f\u5ea6\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u306e\u547c\u3073\u51fa\u3057\u65b9\u306a\u3069\u3001\u5177\u4f53\u7684\u306b\u78ba\u8a8d\u3059\u3079\u304d\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5b9f\u884c\u74b0\u5883\u3068\u3057\u3066\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b<a href=\"https:\/\/ollama.com\/\" class=\"Ext\">Ollama<\/a>\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002CLI\u304b\u3089\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u65b9\u6cd5\u3068\u3001Python\u304b\u3089Ollama\u3092\u547c\u3073\u51fa\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u65b9\u6cd5\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u3001\u524d\u56de\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u6271\u3048\u306a\u304b\u3063\u305f\u30e2\u30c7\u30eb\u9078\u5b9a\u3084\u904b\u7528\u4e0a\u306e\u6ce8\u610f\u70b9\u3082\u88dc\u8db3\u3057\u307e\u3059\u3002<br \/>\n\u306a\u304a\u3001\u672c\u8a18\u4e8b\u306e\u76ee\u7684\u306f\u672c\u756a\u74b0\u5883\u306e\u69cb\u7bc9\u3067\u306f\u306a\u304f\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30ed\u30fc\u30ab\u30ebLLM\u306e\u7279\u6027\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u793e\u5185\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30eb\u30fc\u30eb\u3084\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u691c\u8a3c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">Ollama\u3068\u306f<\/h3>\n<p>Ollama\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u306eLLM\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u6271\u3046\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u53d6\u5f97\u3001\u5b9f\u884c\u3001\u7ba1\u7406\u3092CLI\u304b\u3089\u884c\u3048\u308b\u307b\u304b\u3001\u30ed\u30fc\u30ab\u30ebAPI\u7d4c\u7531\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u547c\u3073\u51fa\u305b\u307e\u3059\u3002<br \/>\nOllama\u3092\u4f7f\u3046\u3068\u3001\u6b21\u306e\u3088\u3046\u306a\u64cd\u4f5c\u3092\u6bd4\u8f03\u7684\u5c11\u306a\u3044\u624b\u9806\u3067\u884c\u3048\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u30bf\u30fc\u30df\u30ca\u30eb\u4e0a\u3067\u30e2\u30c7\u30eb\u3068\u5bfe\u8a71\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u30ed\u30fc\u30ab\u30eb\u3067\u8d77\u52d5\u3057\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3092\u78ba\u8a8d\u3059\u308b<\/li>\n<li class=\"Base-list__child\">\u4e0d\u8981\u306b\u306a\u3063\u305f\u30e2\u30c7\u30eb\u3092\u524a\u9664\u3059\u308b<\/li>\n<li class=\"Base-list__child\">HTTP API\u7d4c\u7531\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059<\/li>\n<\/ul>\n<p>\u306a\u304a\u3001Ollama\u81ea\u4f53\u306fLLM\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Ollama\u306f\u3001Llama\u3001Gemma\u3001Qwen\u3001Mistral\u306a\u3069\u306e\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u6271\u3046\u305f\u3081\u306e\u5b9f\u884c\u30fb\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u6349\u3048\u308b\u3068\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\nOllama\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001CLI\u3001REST API\u3001Python\u30e9\u30a4\u30d6\u30e9\u30ea\u3001JavaScript\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306e\u691c\u8a3c\u3067\u306fCLI\u3067\u52d5\u4f5c\u78ba\u8a8d\u3057\u3001\u305d\u306e\u5f8c\u306bAPI\u3084Python\u30e9\u30a4\u30d6\u30e9\u30ea\u304b\u3089\u547c\u3073\u51fa\u3059\u6d41\u308c\u306b\u3059\u308b\u3068\u3001\u554f\u984c\u3092\u5207\u308a\u5206\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u5229\u7528\u65b9\u6cd5<\/th>\n<th>\u4e3b\u306a\u7528\u9014<\/th>\n<\/tr>\n<tr>\n<td>CLI<\/td>\n<td>\u30e2\u30c7\u30eb\u306e\u53d6\u5f97\u3001\u5bfe\u8a71\u3001\u52d5\u4f5c\u78ba\u8a8d<\/td>\n<\/tr>\n<tr>\n<td>REST API<\/td>\n<td>\u4efb\u610f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089HTTP\u3067\u547c\u3073\u51fa\u3059<\/td>\n<\/tr>\n<tr>\n<td>Python\u30e9\u30a4\u30d6\u30e9\u30ea<\/td>\n<td>Python\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u691c\u8a3c\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3080<\/td>\n<\/tr>\n<tr>\n<td>JavaScript\u30e9\u30a4\u30d6\u30e9\u30ea<\/td>\n<td>Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084Node.js\u74b0\u5883\u304b\u3089\u5229\u7528\u3059\u308b<\/td>\n<\/tr>\n<\/table>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u4e8b\u524d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/h3>\n<p>Ollama\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u524d\u306b\u3001\u691c\u8a3c\u74b0\u5883\u306e\u524d\u63d0\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u540c\u3058\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3044\u3066\u3082\u3001PC\u3084\u30b5\u30fc\u30d0\u30fc\u306e\u6027\u80fd\u306b\u3088\u3063\u3066\u5fdc\u7b54\u901f\u5ea6\u3084\u540c\u6642\u5b9f\u884c\u6027\u80fd\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<br \/>\n\u7279\u306b\u78ba\u8a8d\u3057\u305f\u3044\u9805\u76ee\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">OS\u304cOllama\u306e\u5bfe\u5fdc\u74b0\u5883\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">CPU\u3001\u30e1\u30e2\u30ea\u3001GPU\u3001VRAM\u304c\u5341\u5206\u304b<\/li>\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u304c\u3042\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u7528\u9014\u306b\u5408\u3063\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u691c\u8a3c\u306b\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u4f7f\u308f\u306a\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u30d7\u30ed\u30ad\u30b7\u306e\u5236\u7d04\u306b\u3088\u308a\u30e2\u30c7\u30eb\u53d6\u5f97\u304c\u59a8\u3052\u3089\u308c\u306a\u3044\u304b<\/li>\n<\/ul>\n<p>Ollama\u306fmacOS\u3001Windows\u3001Linux\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001GPU\u3092\u4f7f\u3048\u308b\u74b0\u5883\u3067\u306f\u63a8\u8ad6\u901f\u5ea6\u306e\u9762\u3067\u6709\u5229\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001NVIDIA GPU\u3001AMD GPU\u3001Apple\u306eMetal\u306a\u3069\u306b\u95a2\u3059\u308b\u5bfe\u5fdc\u60c5\u5831\u3082\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u624b\u5143\u306ePC\u3067\u30e2\u30c7\u30eb\u304c\u52d5\u4f5c\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u305d\u306e\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u30c1\u30fc\u30e0\u5229\u7528\u3084\u672c\u756a\u5229\u7528\u306e\u6027\u80fd\u898b\u7a4d\u3082\u308a\u306b\u4f7f\u3046\u306e\u306f\u9069\u5207\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u672c\u756a\u5229\u7528\u3092\u691c\u8a0e\u3059\u308b\u5834\u5408\u306f\u3001\u60f3\u5b9a\u3059\u308b\u5229\u7528\u8005\u6570\u3001\u5165\u529b\u6587\u91cf\u3001\u51fa\u529b\u6587\u91cf\u3001\u540c\u6642\u5b9f\u884c\u6570\u3001\u5fdc\u7b54\u6642\u9593\u3092\u5225\u9014\u6e2c\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">Ollama\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h3>\n<p>Ollama\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306fOS\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u306e\u307b\u304b\u3001Linux\u3067\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u3046\u65b9\u6cd5\u3082\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8a73\u7d30\u306a\u624b\u9806\u306f\u3001Ollama\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30da\u30fc\u30b8\u3092\u78ba\u8a8d\u3057\u3001\u5404OS\u306b\u5408\u3063\u305f\u65b9\u6cd5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a href=\"https:\/\/ollama.com\/download\" class=\"Ext\">Download Ollama<\/a><\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u307e\u305a\u5229\u7528\u3059\u308b\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u672c\u8a18\u4e8b\u306e\u30c7\u30e2\u3067\u306f\u3001CPU\u3084\u500b\u4ebaPC\u3067\u3082\u8a66\u3057\u3084\u3059\u3044\u8d85\u8efd\u91cf\u30e2\u30c7\u30eb\u3068\u3057\u3066<span class=\"Post-inline\">gemma3:270m<\/span>\u3092\u4f7f\u3044\u307e\u3059\u3002\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u306f\u6642\u671f\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u305f\u3081\u3001\u5b9f\u969b\u306b\u691c\u8a3c\u3059\u308b\u969b\u306f<a href=\"https:\/\/ollama.com\/library\" class=\"Ext\">Ollama Library<\/a>\u3067\u30e2\u30c7\u30eb\u540d\u3001\u30b5\u30a4\u30ba\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u8aac\u660e\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u30e2\u30c7\u30eb\u3092\u4e8b\u524d\u306b\u53d6\u5f97\u3059\u308b\u5834\u5408\u306f\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\nollama pull gemma3:270m\r\n<\/code><\/pre>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u4e00\u89a7\u306f\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\nollama ls\r\n<\/code><\/pre>\n<p>\u4e0d\u8981\u306b\u306a\u3063\u305f\u30e2\u30c7\u30eb\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\nollama rm gemma3:270m\r\n<\/code><\/pre>\n<p>\u30e2\u30c7\u30eb\u306f\u5927\u304d\u3044\u3082\u306e\u3060\u3068\u3001\u6570\u5341GB\u304b\u3089\u6570\u767eGB\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3059\u308b\u5834\u5408\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u306b\u3082\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">\u30c7\u30e21\uff1aCLI\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5229\u7528\u3059\u308b<\/h3>\n<p>\u6700\u521d\u306e\u30c7\u30e2\u3067\u306f\u3001CLI\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u3092\u547c\u3073\u51fa\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u54c1\u8cea\u3092\u53b3\u5bc6\u306b\u8a55\u4fa1\u3059\u308b\u524d\u6bb5\u968e\u3068\u3057\u3066\u3001\u30e2\u30c7\u30eb\u304c\u53d6\u5f97\u3067\u304d\u308b\u3053\u3068\u3001\u5fdc\u7b54\u304c\u8fd4\u308b\u3053\u3068\u3001\u5fdc\u7b54\u901f\u5ea6\u306e\u76ee\u5b89\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u306b\u3057\u307e\u3059\u3002<br \/>\n\u307e\u305a\u3001\u30c7\u30e2\u7528\u306e\u30e2\u30c7\u30eb\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001CPU\u3084\u500b\u4ebaPC\u3067\u306e\u691c\u8a3c\u3092\u60f3\u5b9a\u3057\u3001<span class=\"Post-inline\">gemma3:270m<\/span>\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\nollama run gemma3:270m\r\n<\/code><\/pre>\n<p>\u5bfe\u8a71\u30e2\u30fc\u30c9\u306b\u5165\u3063\u305f\u3089\u3001\u6b21\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">text<\/div>\n<pre class=\"Copy\"><code>\r\n\u793e\u5185FAQ\u306e\u56de\u7b54\u6848\u3092\u4f5c\u308b\u7528\u9014\u3067\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3092\u691c\u8a3c\u3059\u308b\u3068\u304d\u306e\u78ba\u8a8d\u89b3\u70b9\u30921\u3064\u3060\u3051\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\r\n<\/code><\/pre>\n<p>\u4e0b\u8a18\u306e\u3088\u3046\u306bCLI\u4e0a\u3067\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306e\u53d6\u5f97\u3068\u63a8\u8ad6\u304c\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/ollama-cli-result.png\" alt=\"CLI\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5229\u7528\u3057\u305f\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">CLI\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5229\u7528\u3057\u305f\u7d50\u679c<\/div>\n<p>CLI\u3067\u306e\u691c\u8a3c\u3067\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u6b21\u306e\u70b9\u3092\u610f\u8b58\u30fb\u8a18\u9332\u3057\u3066\u304a\u304f\u3068\u5f8c\u7d9a\u306e\u6bd4\u8f03\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u78ba\u8a8d\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>\u5fdc\u7b54\u901f\u5ea6<\/td>\n<td>\u4f9d\u983c\u3092\u5165\u529b\u3057\u3066\u304b\u3089\u56de\u7b54\u304c\u51fa\u59cb\u3081\u308b\u307e\u3067\u306e\u6642\u9593<\/td>\n<\/tr>\n<tr>\n<td>\u51fa\u529b\u54c1\u8cea<\/td>\n<td>\u6307\u5b9a\u3057\u305f\u6761\u4ef6\u3084\u5f62\u5f0f\u3092\u5b88\u308c\u3066\u3044\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5b9a\u6027<\/td>\n<td>\u540c\u3058\u4f9d\u983c\u3067\u6975\u7aef\u306b\u7d50\u679c\u304c\u5909\u308f\u3089\u306a\u3044\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u91cf<\/td>\n<td>\u30e1\u30e2\u30ea\u3084GPU\u4f7f\u7528\u7387\u304c\u60f3\u5b9a\u5185\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/td>\n<td>\u30e2\u30c7\u30eb\u306e\u5bb9\u91cf\u304c\u691c\u8a3c\u74b0\u5883\u306b\u5408\u3063\u3066\u3044\u308b\u304b<\/td>\n<\/tr>\n<\/table>\n<p>\u307e\u305f\u3001\u8d77\u52d5\u4e2d\u306e\u30e2\u30c7\u30eb\u3084\u4f7f\u7528\u72b6\u6cc1\u306f\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\n$ ollama ps\r\nNAME           ID              SIZE      PROCESSOR    CONTEXT    UNTIL              \r\ngemma3:270m    e7d36fb2c3b3    325 MB    100% CPU     4096       4 minutes from now\r\n<\/code><\/pre>\n<p><span class=\"Post-inline\">ollama ps<\/span>\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u72b6\u614b\u3001\u30d7\u30ed\u30bb\u30c3\u30b5\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306a\u3069\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u3001\u9577\u3044\u5165\u529b\u3092\u6271\u3044\u3084\u3059\u304f\u306a\u308b\u4e00\u65b9\u3067\u3001\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u3082\u5897\u3048\u307e\u3059\u3002\u305d\u306e\u4ed6\u306eCLI\u64cd\u4f5c\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/docs.ollama.com\/cli\" class=\"Ext\">Ollama\u306eCLI Reference<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">\u30c7\u30e22\uff1aPython\u304b\u3089Ollama\u3092\u547c\u3073\u51fa\u3057\u3066\u30a2\u30d7\u30ea\u306b\u7d44\u307f\u8fbc\u3080<\/h3>\n<p>\u6b21\u306b\u3001Python\u304b\u3089Ollama\u3092\u547c\u3073\u51fa\u3057\u307e\u3059\u3002CLI\u3067\u52d5\u4f5c\u78ba\u8a8d\u3067\u304d\u305f\u30e2\u30c7\u30eb\u3092\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u90e8\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<br \/>\nOllama\u306b\u306f\u516c\u5f0f\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001uv\u3092\u4f7f\u3063\u3066\u5c0f\u3055\u306a\u691c\u8a3c\u7528\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<br \/>\nPython\u30b3\u30fc\u30c9\u3067\u6307\u5b9a\u3059\u308b\u30e2\u30c7\u30eb\u306f\u3001\u4e8b\u524d\u306bOllama\u3078\u53d6\u5f97\u6e08\u307f\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6307\u5b9a\u3067\u304d\u308b\u30e2\u30c7\u30eb\u540d\u306f\u3001<span class=\"Post-inline\">ollama ls<\/span>\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u672a\u53d6\u5f97\u306e\u5834\u5408\u306f\u3001\u5148\u306b\u6b21\u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Ollama\u304c\u8d77\u52d5\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u5225\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\nollama serve\r\n<\/code><\/pre>\n<p>\u6b21\u306b\u3001<span class=\"Post-inline\">app.py<\/span>\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">app.py<\/div>\n<pre class=\"Copy\"><code>\r\nimport os\r\n\r\nfrom ollama import Client\r\n\r\n\r\nDEFAULT_MODEL = os.getenv(&quot;OLLAMA_MODEL&quot;, &quot;gemma3:270m&quot;)\r\nDEFAULT_HOST = os.getenv(&quot;OLLAMA_HOST&quot;, &quot;http:\/\/localhost:11434&quot;)\r\n\r\n\r\ndef ask_ollama(text: str, model: str = DEFAULT_MODEL, host: str = DEFAULT_HOST) -&gt; str:\r\n    client = Client(host=host)\r\n    response = client.chat(\r\n        model=model,\r\n        messages=[\r\n            {\r\n                &quot;role&quot;: &quot;user&quot;,\r\n                &quot;content&quot;: text,\r\n            },\r\n        ],\r\n    )\r\n    return response.message.content\r\n\r\n\r\nif __name__ == &quot;__main__&quot;:\r\n    text = &quot;Ollama\u306b\u3064\u3044\u3066\u7c21\u6f54\u306b\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002&quot;\r\n    print(ask_ollama(text))\r\n<\/code><\/pre>\n<p>\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<div class=\"Pre-title\">bash<\/div>\n<pre class=\"Copy\"><code>\r\nuv run app.py\r\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/ollama-python-app-result.png\" alt=\"Python\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5229\u7528\u3057\u305f\u7d50\u679c\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">Python\u304b\u3089\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5229\u7528\u3057\u305f\u7d50\u679c<\/div>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u77ed\u3044\u8cea\u554f\u3092\u53d7\u3051\u53d6\u308a\u3001Ollama\u7d4c\u7531\u3067\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u3092\u53d6\u5f97\u3059\u308b\u5c0f\u3055\u306a\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306f\u3001HTTP API\u306e1\u51e6\u7406\u3068\u3057\u3066\u547c\u3073\u51fa\u3059\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u8907\u6570\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u51e6\u7406\u3059\u308b\u3001\u793e\u5185\u30c4\u30fc\u30eb\u306e\u88dc\u52a9\u6a5f\u80fd\u3068\u3057\u3066\u56de\u7b54\u6848\u3092\u751f\u6210\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u5f62\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001Ollama\u306e\u30ed\u30fc\u30ab\u30ebAPI\u81ea\u4f53\u306b\u306f\u3001\u53d6\u5f97\u6e08\u307f\u30e2\u30c7\u30eb\u3054\u3068\u306e\u5229\u7528\u53ef\u5426\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3059\u308b\u6a19\u6e96\u7684\u306a\u6a29\u9650\u8a2d\u5b9a\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5171\u6709\u74b0\u5883\u3067\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u4f7f\u308f\u305b\u305f\u3044\u30e2\u30c7\u30eb\u3060\u3051\u3092\u914d\u7f6e\u3059\u308b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u30e2\u30c7\u30eb\u540d\u3092\u56fa\u5b9a\u3059\u308b\u3001Ollama\u3092\u76f4\u63a5\u516c\u958b\u305b\u305a\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3084\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u7d4c\u7531\u3067\u547c\u3073\u51fa\u3059\u3001\u3068\u3044\u3063\u305f\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n\u307e\u305f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306f\u3001CLI\u3067\u4f7f\u3046\u5834\u5408\u3088\u308a\u3082\u78ba\u8a8d\u9805\u76ee\u304c\u5897\u3048\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u78ba\u8a8d\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8<\/td>\n<td>\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u304c\u9045\u3044\u5834\u5408\u306b\u51e6\u7406\u3092\u6b62\u3081\u3089\u308c\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0<\/td>\n<td>Ollama\u304c\u505c\u6b62\u3057\u3066\u3044\u308b\u5834\u5408\u3084\u30e2\u30c7\u30eb\u304c\u306a\u3044\u5834\u5408\u306b\u6271\u3048\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u540c\u6642\u5b9f\u884c<\/td>\n<td>\u8907\u6570\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u8010\u3048\u3089\u308c\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30ed\u30b0<\/td>\n<td>\u5165\u529b\u30c7\u30fc\u30bf\u3084\u751f\u6210\u7d50\u679c\u3092\u3069\u3053\u307e\u3067\u8a18\u9332\u3059\u308b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u51fa\u529b\u5f62\u5f0f<\/td>\n<td>\u5f8c\u7d9a\u51e6\u7406\u3067\u6271\u3044\u3084\u3059\u3044\u5f62\u5f0f\u306b\u3067\u304d\u308b\u304b<\/td>\n<\/tr>\n<\/table>\n<p>\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306f\u3001\u751f\u6210\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u78ba\u5b9a\u60c5\u5831\u3068\u3057\u3066\u6271\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u4e0b\u66f8\u304d\u3001\u5206\u985e\u5019\u88dc\u3001\u78ba\u8a8d\u88dc\u52a9\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u8a2d\u8a08\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u7279\u306b\u554f\u3044\u5408\u308f\u305b\u5206\u985e\u3084\u56de\u7b54\u6848\u4f5c\u6210\u3067\u306f\u3001\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u524d\u63d0\u3092\u7f6e\u304f\u3053\u3068\u3067\u3001\u8aa4\u5206\u985e\u3084\u4e0d\u6b63\u78ba\u306a\u56de\u7b54\u306b\u3088\u308b\u5f71\u97ff\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">\u5b9f\u884c\u74b0\u5883\u306b\u5408\u3063\u305f\u30e2\u30c7\u30eb\u3092\u9078\u3076<\/h3>\n<p>Ollama\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u691c\u8a3c\u3059\u308b\u969b\u306f\u3001\u3069\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u304b\u304c\u91cd\u8981\u3067\u3059\u3002\u540c\u3058Ollama\u4e0a\u3067\u52d5\u304b\u3059\u5834\u5408\u3067\u3082\u3001\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u3001\u5fdc\u7b54\u901f\u5ea6\u3001\u65e5\u672c\u8a9e\u306e\u6271\u3044\u3084\u3059\u3055\u3001\u51fa\u529b\u54c1\u8cea\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>Ollama\u3067\u5229\u7528\u3067\u304d\u308b\u30e2\u30c7\u30eb\u306f\u3001<a href=\"https:\/\/ollama.com\/library\" class=\"Ext\">Ollama Library<\/a>\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u5404\u30e2\u30c7\u30eb\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6982\u8981\u3001\u30b5\u30a4\u30ba\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3001\u5bfe\u5fdc\u30e2\u30fc\u30c0\u30eb\u3001\u66f4\u65b0\u65e5\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u306a\u3069\u3092\u78ba\u8a8d\u3067\u304d\u308b\u305f\u3081\u3001\u691c\u8a3c\u524d\u306b\u5229\u7528\u5019\u88dc\u3092\u898b\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3059\u3002<br \/>\n\u30e2\u30c7\u30eb\u9078\u5b9a\u3067\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u6b21\u306e\u89b3\u70b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u5bfe\u8c61\u30bf\u30b9\u30af\u306b\u5408\u3063\u305f\u30e2\u30c7\u30eb\u304b<\/li>\n<li class=\"Base-list__child\">\u4f7f\u7528\u3057\u305f\u3044\u8a00\u8a9e\uff08\u65e5\u672c\u8a9e\u306a\u3069\uff09\u306e\u5165\u51fa\u529b\u306b\u5341\u5206\u5bfe\u5fdc\u3067\u304d\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u74b0\u5883\u306e\u30de\u30b7\u30f3\u30b9\u30da\u30c3\u30af\u3067\u52d5\u4f5c\u3059\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u5fdc\u7b54\u901f\u5ea6\u304c\u7528\u9014\u306b\u5408\u3063\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u6271\u3044\u305f\u3044\u5165\u529b\u6587\u91cf\u306b\u5bfe\u3057\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u304c\u5408\u3063\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u30e2\u30c7\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u696d\u52d9\u5229\u7528\u306b\u9069\u3057\u3066\u3044\u308b\u304b<\/li>\n<li class=\"Base-list__child\">\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3084\u69cb\u9020\u5316\u51fa\u529b\u306a\u3069\u3001\u5fc5\u8981\u306a\u6a5f\u80fd\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b<\/li>\n<\/ul>\n<p>\u3053\u306e\u4e2d\u3067\u3082\u3001\u6700\u521d\u306b\u898b\u3066\u304a\u304d\u305f\u3044\u306e\u306f\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3067\u3059\u3002<br \/>\n\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u5927\u304d\u3044\u30e2\u30c7\u30eb\u306f\u3001\u4e00\u822c\u306b\u9ad8\u3044\u6027\u80fd\u3092\u671f\u5f85\u3057\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u7b49\u304c\u5897\u3048\u307e\u3059\u3002\u5c0f\u3055\u3044\u30e2\u30c7\u30eb\u306f\u52d5\u4f5c\u3055\u305b\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u3001\u9577\u6587\u306e\u7406\u89e3\u3001\u53b3\u5bc6\u306a\u51fa\u529b\u5f62\u5f0f\u306e\u7dad\u6301\u3067\u306f\u9650\u754c\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306f\u3001\u30e2\u30c7\u30eb\u304c\u4e00\u5ea6\u306b\u53c2\u7167\u3067\u304d\u308b\u5165\u529b\u3084\u4f1a\u8a71\u5c65\u6b74\u306e\u9577\u3055\u306b\u95a2\u308f\u308a\u307e\u3059\u3002<a href=\"https:\/\/docs.ollama.com\/context-length\" class=\"Ext\">Ollama\u306eContext length<\/a>\u3067\u306f\u3001VRAM\u306b\u5fdc\u3058\u305f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3084\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u5fc5\u8981\u30e1\u30e2\u30ea\u304c\u5897\u3048\u308b\u3053\u3068\u304c\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u9577\u3044\u6587\u66f8\u3092\u6271\u3044\u305f\u3044\u5834\u5408\u3067\u3082\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3092\u5927\u304d\u304f\u3059\u308c\u3070\u5e38\u306b\u89e3\u6c7a\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5165\u529b\u304c\u9577\u3044\u307b\u3069\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\u304c\u5897\u3048\u3001\u5fdc\u7b54\u901f\u5ea6\u306b\u3082\u5f71\u97ff\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u9577\u6587\u306e\u3059\u3079\u3066\u3092\u6b63\u78ba\u306b\u6271\u3048\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u6587\u66f8\u306e\u5206\u5272\u3001\u8981\u7d04\u3001\u691c\u7d22\u3001RAG\u306e\u8a2d\u8a08\u3082\u5408\u308f\u305b\u3066\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6700\u521d\u306e\u691c\u8a3c\u3067\u306f\u3001\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3001\u5fdc\u7b54\u901f\u5ea6\u3001\u51fa\u529b\u54c1\u8cea\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u898b\u306a\u304c\u3089\u6bd4\u8f03\u3059\u308b\u3068\u5224\u65ad\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u5c0f\u3055\u3081\u306e\u30e2\u30c7\u30eb<\/th>\n<th>\u5927\u304d\u3081\u306e\u30e2\u30c7\u30eb<\/th>\n<\/tr>\n<tr>\n<td>\u52d5\u4f5c\u74b0\u5883<\/td>\n<td>\u4e00\u822c\u7684\u306aPC\u3067\u3082\u8a66\u3057\u3084\u3059\u3044<\/td>\n<td>GPU\u3084\u5341\u5206\u306a\u30e1\u30e2\u30ea\u304c\u5fc5\u8981\u306b\u306a\u308a\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u5fdc\u7b54\u901f\u5ea6<\/td>\n<td>\u901f\u304f\u306a\u308a\u3084\u3059\u3044<\/td>\n<td>\u9045\u304f\u306a\u308a\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u51fa\u529b\u54c1\u8cea<\/td>\n<td>\u5358\u7d14\u306a\u5206\u985e\u3084\u8981\u7d04\u306b\u5411\u304f<\/td>\n<td>\u8907\u96d1\u306a\u63a8\u8ad6\u3084\u9577\u6587\u51e6\u7406\u3067\u6709\u5229\u306b\u306a\u308a\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u691c\u8a3c\u30b3\u30b9\u30c8<\/td>\n<td>\u6bd4\u8f03\u3057\u3084\u3059\u3044<\/td>\n<td>\u691c\u8a3c\u74b0\u5883\u306e\u6e96\u5099\u304c\u91cd\u304f\u306a\u308a\u3084\u3059\u3044<\/td>\n<\/tr>\n<\/table>\n<p>\u9032\u3081\u65b9\u3068\u3057\u3066\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u9806\u5e8f\u306b\u3059\u308b\u3068\u8ab2\u984c\u3092\u5207\u308a\u5206\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        \u5c0f\u3055\u3081\u306e\u30e2\u30c7\u30eb\u3067Ollama\u3068CLI\u306e\u52d5\u4f5c\u3092\u78ba\u8a8d\u3059\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        \u5229\u7528\u4e88\u5b9a\u306e\u74b0\u5883\u304b\u3089\u540c\u3058\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\n    <\/li>\n<li class=\"Base-list__child\">\n        \u5b9f\u969b\u306e\u696d\u52d9\u306b\u8fd1\u3044\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u3067\u5206\u985e\u3084\u8981\u7d04\u3092\u8a66\u3059\n    <\/li>\n<li class=\"Base-list__child\">\n        \u51fa\u529b\u54c1\u8cea\u3084\u5fdc\u7b54\u901f\u5ea6\u306b\u4e0d\u8db3\u304c\u3042\u308c\u3070\u3001\u5225\u306e\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3059\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3084\u5b9f\u884c\u74b0\u5883\u3092\u898b\u76f4\u3059\n    <\/li>\n<\/ol>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u696d\u52d9\u5229\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/h3>\n<p>Ollama\u3092\u4f7f\u3046\u3068\u3001\u624b\u5143\u306e\u74b0\u5883\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u3044\u3066\u3044\u308b\u3053\u3068\u3068\u3001\u696d\u52d9\u5229\u7528\u3068\u3057\u3066\u5b89\u5168\u306b\u904b\u7528\u3067\u304d\u308b\u3053\u3068\u306f\u5225\u306e\u554f\u984c\u3067\u3059\u3002<br \/>\n\u307e\u305a\u3001\u30e2\u30c7\u30eb\u306e\u53d6\u5f97\u6642\u306b\u306f\u5916\u90e8\u901a\u4fe1\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5143\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u5229\u7528\u898f\u7d04\u3001\u914d\u5e03\u6761\u4ef6\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u306e\u30e2\u30c7\u30eb\u3067\u3042\u3063\u3066\u3082\u3001\u5546\u7528\u5229\u7528\u3001\u518d\u914d\u5e03\u3001\u6539\u5909\u3001\u751f\u6210\u7269\u306e\u6271\u3044\u306b\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001Ollama\u306eAPI\u3092\u4e0d\u7528\u610f\u306b\u5916\u90e8\u3078\u516c\u958b\u3057\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002Ollama\u306e\u30ed\u30fc\u30ab\u30ebAPI\u306f\u3001\u521d\u671f\u691c\u8a3c\u3067\u306f\u624b\u5143\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u547c\u3073\u51fa\u3059\u7528\u9014\u304c\u4e2d\u5fc3\u3067\u3059\u3002\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e0a\u3067\u5171\u6709\u3059\u308b\u5834\u5408\u306f\u3001\u8a8d\u8a3c\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u3001\u30ed\u30b0\u7ba1\u7406\u3092\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3068\u751f\u6210\u7d50\u679c\u306e\u6271\u3044\u306b\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u3067\u3042\u3063\u3066\u3082\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u5165\u529b\u30d5\u30a1\u30a4\u30eb\u3001\u751f\u6210\u7d50\u679c\u3001\u30ed\u30b0\u306b\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u7aef\u672b\u306e\u7ba1\u7406\u3001\u30ed\u30b0\u306e\u4fdd\u5b58\u671f\u9593\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5bfe\u8c61\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<br \/>\n\u7279\u306bRAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u5834\u5408\u306f\u3001\u691c\u7d22\u5bfe\u8c61\u6587\u66f8\u306e\u6a29\u9650\u7ba1\u7406\u304c\u91cd\u8981\u3067\u3059\u3002\u5229\u7528\u8005\u304c\u672c\u6765\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u6587\u66f8\u306e\u5185\u5bb9\u3092\u3001\u751f\u6210AI\u306e\u56de\u7b54\u7d4c\u7531\u3067\u53d6\u5f97\u3067\u304d\u308b\u69cb\u6210\u306f\u907f\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306f\u5916\u90e8\u9001\u4fe1\u3092\u6291\u3048\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u793e\u5185\u306e\u6a29\u9650\u8a2d\u8a08\u3084\u76e3\u67fb\u8a2d\u8a08\u307e\u3067\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u3066\u304f\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u696d\u52d9\u691c\u8a3c\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u89b3\u70b9\u3092\u4e8b\u524d\u306b\u6c7a\u3081\u3066\u304a\u304f\u3068\u8a55\u4fa1\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u89b3\u70b9<\/th>\n<th>\u78ba\u8a8d\u5185\u5bb9<\/th>\n<\/tr>\n<tr>\n<td>\u54c1\u8cea<\/td>\n<td>\u6b63\u78ba\u6027\u3001\u7db2\u7f85\u6027\u3001\u5f62\u5f0f\u9075\u5b88\u3001\u518d\u73fe\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u6027\u80fd<\/td>\n<td>\u5fdc\u7b54\u901f\u5ea6\u3001\u540c\u6642\u5b9f\u884c\u6570\u3001\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td>\u5165\u529b\u30c7\u30fc\u30bf\u3001\u751f\u6210\u7d50\u679c\u3001\u30ed\u30b0\u3001API\u516c\u958b\u7bc4\u56f2<\/td>\n<\/tr>\n<tr>\n<td>\u904b\u7528<\/td>\n<td>\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/td>\n<\/tr>\n<tr>\n<td>\u6cd5\u52d9<\/td>\n<td>\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u5229\u7528\u898f\u7d04\u3001\u793e\u5185\u898f\u7a0b\u3068\u306e\u6574\u5408<\/td>\n<\/tr>\n<\/table>\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u300c\u30af\u30e9\u30a6\u30c9LLM\u3088\u308a\u5e38\u306b\u5b89\u5168\u300d\u3068\u3044\u3046\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b89\u5168\u6027\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u5834\u6240\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u30ed\u30b0\u3001\u904b\u7528\u4f53\u5236\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-9\" class=\"Heading Title Title--m\">\u6b21\u306b\u691c\u8a0e\u3059\u308b\u3053\u3068<\/h3>\n<p>CLI\u3068Python\u304b\u3089Ollama\u3092\u547c\u3073\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3001\u6b21\u306e\u691c\u8a0e\u5bfe\u8c61\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<br \/>\n1\u3064\u76ee\u306f\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3067\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u5206\u985e\u3067\u3042\u308c\u3070\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3068\u6b63\u89e3\u30ab\u30c6\u30b4\u30ea\u3092\u7528\u610f\u3057\u3001\u30e2\u30c7\u30eb\u3054\u3068\u306e\u6b63\u7b54\u7387\u3084\u51fa\u529b\u5f62\u5f0f\u306e\u5b89\u5b9a\u6027\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002\u8b70\u4e8b\u9332\u8981\u7d04\u3067\u3042\u308c\u3070\u3001\u4eba\u304c\u4f5c\u6210\u3057\u305f\u8981\u7d04\u3068\u6bd4\u8f03\u3057\u3001\u91cd\u8981\u306a\u8ad6\u70b9\u304c\u843d\u3061\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n2\u3064\u76ee\u306f\u3001RAG\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002\u793e\u5185\u6587\u66f8\u3092\u53c2\u7167\u3057\u305f\u56de\u7b54\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u3001LLM\u5358\u4f53\u3067\u306f\u306a\u304f\u3001\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u7ba1\u7406\u3001\u56de\u7b54\u8a55\u4fa1\u3092\u542b\u3081\u305f\u8a2d\u8a08\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u524d\u56de\u306e\u8a18\u4e8b\u3067\u3082\u89e6\u308c\u305f\u3068\u304a\u308a\u3001\u6700\u521d\u304b\u3089\u300c\u793e\u5185\u6587\u66f8\u3092\u4f55\u3067\u3082\u8cea\u554f\u3067\u304d\u308bAI\u300d\u3092\u76ee\u6307\u3059\u3068\u8907\u96d1\u306b\u306a\u308a\u3084\u3059\u3044\u305f\u3081\u3001\u5bfe\u8c61\u696d\u52d9\u3092\u9650\u5b9a\u3057\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<br \/>\n3\u3064\u76ee\u306f\u3001\u672c\u756a\u5411\u3051\u306e\u63a8\u8ad6\u57fa\u76e4\u3067\u3059\u3002Ollama\u306f\u691c\u8a3c\u3084\u5c0f\u898f\u6a21\u5229\u7528\u306e\u5165\u53e3\u3068\u3057\u3066\u6271\u3044\u3084\u3059\u3044\u4e00\u65b9\u3067\u3001\u540c\u6642\u5b9f\u884c\u6570\u3001\u76e3\u8996\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001GPU\u5229\u7528\u52b9\u7387\u306a\u3069\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u306f\u3001vLLM\u306a\u3069\u5225\u306e\u63a8\u8ad6\u57fa\u76e4\u304c\u9069\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u672c\u756a\u5c0e\u5165\u3067\u306f\u3001Ollama\u3067\u5f97\u305f\u8a55\u4fa1\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u8981\u4ef6\u306b\u5408\u3063\u305f\u69cb\u6210\u3092\u6539\u3081\u3066\u9078\u5b9a\u3057\u307e\u3059\u3002<br \/>\n4\u3064\u76ee\u306f\u3001\u30af\u30e9\u30a6\u30c9LLM\u3068\u306e\u4f7f\u3044\u5206\u3051\u3067\u3059\u3002\u6a5f\u5bc6\u60c5\u5831\u3092\u542b\u3080\u5b9a\u578b\u51e6\u7406\u306f\u30ed\u30fc\u30ab\u30ebLLM\u3001\u516c\u958b\u60c5\u5831\u3092\u4f7f\u3063\u305f\u8abf\u67fb\u3084\u9ad8\u5ea6\u306a\u63a8\u8ad6\u306f\u30af\u30e9\u30a6\u30c9LLM\u3001\u793e\u5185\u6587\u66f8\u691c\u7d22\u306fRAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u306a\u3069\u3001\u7528\u9014\u306b\u3088\u3063\u3066\u6700\u9069\u306a\u69cb\u6210\u306f\u5909\u308f\u308a\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u81ea\u4f53\u3092\u76ee\u7684\u306b\u305b\u305a\u3001\u696d\u52d9\u8981\u4ef6\u306b\u5bfe\u3057\u3066\u3069\u306e\u69cb\u6210\u304c\u5408\u7406\u7684\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n<h3 id=\"section-10\" class=\"Heading Title 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