{"id":80720,"date":"2025-12-09T08:00:00","date_gmt":"2025-12-08T23:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=80720"},"modified":"2025-12-08T16:44:18","modified_gmt":"2025-12-08T07:44:18","slug":"ollama%e3%81%aeapi%e3%81%ab%e8%aa%8d%e8%a8%bc%e3%82%92%e3%81%a4%e3%81%91%e3%82%88%e3%81%86%e3%80%90ollama%e3%80%91%e3%80%90express%e3%80%91","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/80720","title":{"rendered":"Ollama\u306eAPI\u306b\u8a8d\u8a3c\u3092\u3064\u3051\u3088\u3046\u3010Ollama\u3011\u3010Express\u3011"},"content":{"rendered":"\n<p><a href=\"https:\/\/ollama.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ollama<\/a> \u306eAPI\u306b\u306f\u8a8d\u8a3c\u6a5f\u80fd\u304c\u306a\u304f\u3001<a href=\"https:\/\/github.com\/ollama\/ollama\/issues\/849\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b9f\u88c5\u306e\u4e88\u5b9a\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/a>\u3053\u308c\u306f\u3001Ollama \u306f\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u306b\u96c6\u4e2d\u3059\u308b\u3079\u304d\u3068\u3044\u3046\u8a2d\u8a08\u601d\u60f3\u304b\u3089\u6765\u3066\u304a\u308a\u3001\u8a8d\u8a3c (\u8a8d\u53ef) \u306f\u30b9\u30b3\u30fc\u30d7\u5916\u3068\u306a\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002Ollama\u306eAPI\u3092\u5b89\u5168\u306b\u516c\u958b\u3059\u308b\u306b\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u9069\u5207\u306a\u8a8d\u8a3c (\u8a8d\u53ef) \u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f <a href=\"https:\/\/expressjs.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Express<\/a> \u3092\u4f7f\u7528\u3057\u305f\u7c21\u5358\u306a\u8a8d\u8a3c (\u8a8d\u53ef) \u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5bfe\u8c61\u306e\u8aad\u8005<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/docs.ollama.com\/api\/introduction\" target=\"_blank\" rel=\"noreferrer noopener\">Ollama API<\/a> \u3092\u5b89\u5168\u306b\u516c\u958b\u3057\u305f\u3044\u4eba<\/li>\n\n\n\n<li>TypeScript\/JavaScript\u306b\u3088\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u7d4c\u9a13\u304c\u3042\u308b\u4eba<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u63d0\u6761\u4ef6<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ollama (LLM\u30e9\u30f3\u30bf\u30a4\u30e0)<\/li>\n\n\n\n<li><a href=\"https:\/\/deno.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Deno<\/a> (JavaScript\u30e9\u30f3\u30bf\u30a4\u30e0)\n<ul class=\"wp-block-list\">\n<li>\u304a\u305d\u3089\u304fNode.js\u3067\u3082\u52d5\u4f5c\u3057\u307e\u3059\u304c\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306eimport\u3092\u5909\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Express 5 (JavaScript \u30a6\u30a7\u30d6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9f\u88c5\u3059\u308b (TypeScript+Express)<\/h3>\n\n\n\n<p>Ollama\u306e\u4ee3\u308f\u308a\u306b\u5916\u90e8\u304b\u3089\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u53d7\u3051\u4ed8\u3051\u3001API\u30ad\u30fc\u306e\u5229\u7528\u53ef\u5426\u3092\u5224\u5b9a\u3057\u305f\u5f8c\u306bOllama\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u884c\u3046API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>api-gateway.ts:<\/p>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-52d51cac-8555-4f97-9b2c-c32b8aaf4843\" href=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/12\/api-gateway.zip\">api-gateway<\/a><a href=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/12\/api-gateway.zip\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-52d51cac-8555-4f97-9b2c-c32b8aaf4843\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/div>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"typescript\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import express from 'npm:express';\nimport axios from 'npm:axios';\nimport cors from 'npm:cors';\nconst app = express();\nconst PORT = 3000; \/\/ API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u5916\u90e8\u304b\u3089\u306e\u63a5\u7d9a\u3092\u5f85\u3061\u53d7\u3051\u308b\u30dd\u30fc\u30c8 (\u672c\u756a\u3067\u306f\u74b0\u5883\u5909\u6570\u306a\u3069\u306b\u4fdd\u5b58)\nconst UPSTREAM = 'http:\/\/localhost:11434' \/\/ Ollama API\u3092\u30db\u30b9\u30c8\u3057\u3066\u3044\u308bURL (\u672c\u756a\u3067\u306f\u74b0\u5883\u5909\u6570\u306a\u3069\u306b\u4fdd\u5b58)\n\n\/\/ API \u30ad\u30fc\u306e\u4f8b (\u672c\u756a\u3067\u306f\u74b0\u5883\u5909\u6570\u306a\u3069\u306b\u4fdd\u5b58)\nconst API_KEYS = {\n  'your-secret-key': true,\n};\n\napp.use(express.json());\n\n\/\/ \u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u3067 API \u30ad\u30fc\u3092\u691c\u8a3c\napp.use((req, res, next) => {\n  const apiKey = req.headers['x-api-key'];\n  if (!apiKey || !API_KEYS[apiKey]) {\n    return res.status(401).json({ error: 'Invalid API key' });\n  }\n  next();\n});\n\n\/\/ Ollama API \u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u8ee2\u9001\napp.use('\/api', async (req, res) => {\n  const endpoint = `${UPSTREAM}${req.originalUrl}`;\n  const options = {\n    method: req.method,\n    url: endpoint,\n    data: req.body,\n    responseType: 'stream',\n    timeout: 30000,\n  };\n\n  try {\n    console.log('REQUESTING:', options);\n    const response = await axios(options);\n    console.log('RESPONSE');\n    response.data.pipe(res);\n  } catch (error) {\n    console.error('ERROR: ', error);\n    res.status(error.response?.status || 500).json({\n      error: error.message,\n      details: error.response?.data,\n    });\n  }\n});\n\n\/\/ CORS \u8a2d\u5b9a\napp.use(cors());\n\napp.listen(PORT, () => {\n  console.log(`API Gateway is running on http:\/\/localhost:${PORT}`);\n});\n<\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PORT: API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u5916\u90e8\u304b\u3089\u306e\u63a5\u7d9a\u3092\u5f85\u3061\u53d7\u3051\u308b\u30dd\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>UPSTREAM: Ollama API\u3092\u30db\u30b9\u30c8\u3057\u3066\u3044\u308bURL\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>API_KEY: \u6709\u52b9\u306aAPI\u30ad\u30fc\u306e\u5024\u3092 <code>true<\/code> \u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u8d77\u52d5\u3059\u308b<\/h3>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">deno run --allow-env --allow-net api-gateway.ts\n# API Gateway is running on port 3000<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Ollama\u3092\u8d77\u52d5\u3059\u308b<\/h2>\n\n\n\n<p><code>ollama serve<\/code> \u30b3\u30de\u30f3\u30c9\u3067Ollama\u3092\u8d77\u52d5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059:<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">ollama serve # 127.0.0.1:11434 \u3067\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u5f85\u3061\u53d7\u3051\u308b<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">API\u547c\u3073\u51fa\u3057\u3092\u30c6\u30b9\u30c8\u3059\u308b<\/h2>\n\n\n\n<p>curl\u30b3\u30de\u30f3\u30c9\u3067API\u547c\u3073\u51fa\u3057\u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059:<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">curl -XPOST localhost:3000\/api\/chat \\\n  -H 'x-api-key: your-secret-key' \\\n  --json '{\n  \"model\": \"qwen3:30b\",\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"\u306a\u305c\u7a7a\u306f\u9752\u3044\u306e\u3067\u3059\u304b?\"\n    }\n  ],\n  \"stream\": false\n}'\n\n# {\"model\":\"qwen3:30b\",\"created_at\":\"2025-12-02T03:28:01.993953105Z\",\"message\":{\"role\":\"assistant\",\"content\":\"\\u003cthink\\u003e\\nOkay, the user is asking why the sky is blue. I need to explain this in a clear and simple way. Let me start by recalling what I know about light and the atmosphere.\\n\\nFirst, sunlight is white, but it's made up of different colors. Each color has a different wavelength. Blue light has a shorter wavelength compared to red or yellow. When sunlight enters the Earth's atmosphere, it collides with molecules and tiny particles in the air. This is called Rayleigh scattering. \\n\\nShorter wavelengths (blue and violet) scatter more than longer ones (red, orange). But wait, why isn't the sky violet then? Maybe because our eyes are more sensitive to blue, and the sun emits more blue light than violet. Also, the atmosphere scatters the blue light in all directions, so when we look up, we see that scattered blue light coming from all around. \\n\\nI should also mention that during sunrise or sunset, the sky turns red or orange because the light has to pass through more atmosphere, scattering the blue light away and leaving the longer wavelengths. \\n\\nWait, I need to make sure I'm not mixing up any details. Let me check: Rayleigh scattering is the main reason, and it's more effective for shorter wavelengths. So blue is scattered more, but our eyes perceive it as blue. Also, the sun's spectrum has more blue than violet. \\n\\nI should structure the answer step by step: start with sunlight composition, then explain scattering, mention the wavelength difference, why blue is dominant, and maybe the sunset effect as a bonus. Keep it conversational and avoid jargon. Let me put that together.\\n\\u003c\/think\\u003e\\n\\n\u7a7a\u304c\u9752\u304f\u898b\u3048\u308b\u7406\u7531\u306f\u3001**\u5149\u306e\u6563\u4e71**\uff08\u30ec\u30a4\u30ea\u30fc\u6563\u4e71\uff09\u3068**\u4eba\u9593\u306e\u76ee\u3078\u306e\u53cd\u5fdc**\u306b\u3088\u3063\u3066\u8aac\u660e\u3055\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u6bb5\u968e\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\\n\\n---\\n\\n### 1. **\u592a\u967d\u5149\u306e\u6027\u8cea**\\n\u592a\u967d\u304b\u3089\u51fa\u308b\u5149\uff08\u53ef\u8996\u5149\u7dda\n  \u306f\u3001**\u767d\u3044\u5149**\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u5b9f\u306f**\u3055\u307e\u3056\u307e\u306a\u6ce2\u9577\u306e\u5149\u306e\u6df7\u5408**\u3067\u3059\u3002\u3053\u306e\u4e2d\u306b\u306f\u3001**\u9752\uff08\u77ed\u6ce2\u9577\uff09**\u3001**\u7dd1**\u3001**\u9ec4**\u3001**\u8d64\uff08\u9577\u6ce2\u9577\uff09**\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\\n\\n---\\n\\n### 2. **\u5927\u6c17\u4e2d\u306e\u5206\u5b50\u3068\u306e\u885d\u7a81**\\n\u592a\u967d\u5149\u304c\u5730\u7403\u306e\u5927\u6c17\u306b\u5165\u308b\n  \u3001**\u7a7a\u6c17\u4e2d\u306e\u5206\u5b50\uff08\u4e3b\u306b\u7a92\u7d20\u3084\u9178\u7d20\uff09\u3084\u5fae\u7d30\u306a\u7c92\u5b50**\u3068\u885d\u7a81\u3057\u307e\u3059\u3002\u3053\u306e\u885d\u7a81\u306b\u3088\u3063\u3066\u5149\u304c**\u6563\u4e71**\u3055\u308c\u307e\u3059\u3002\\n\\n- **\u77ed\u6ce2\u9577\u306e\u5149\uff08\u9752\u30fb\u7d2b\uff09**\u306f\u3001**\u9577\u6ce2\u9577\u306e\u5149\uff08\u8d64\u30fb\u30aa\u30ec\u30f3\u30b8\uff09**\u3088\u308a\u3082**\u5f37\u304f\u6563\u4e71**\u3055\u308c\u307e\u3059\u3002  \\n  \u3053\u308c\u306f\u3001**\u30ec\u30a4\n  \u30fc\u6563\u4e71**\u3068\u547c\u3070\u308c\u308b\u73fe\u8c61\u3067\u3001\u6ce2\u9577\u306e**4\u4e57\u306b\u53cd\u6bd4\u4f8b**\u3057\u3066\u6563\u4e71\u306e\u5f37\u3055\u304c\u5897\u3057\u307e\u3059\u3002\\n\\n---\\n\\n### 3. **\u306a\u305c\u9752\u306b\u898b\u3048\u308b\u306e\u304b\uff1f**\\n- \u7a7a\u6c17\u4e2d\u3067\u6563\u4e71\u3055\u308c\u305f**\u9752\u3044\u5149**\u304c\u3001\u7a7a\u5168\u4f53\u306b\u5e83\u304c\u3063\u3066\u76ee\u306b\u5c4a\u304d\u307e\u3059\u3002  \\n- \u4e00\u65b9\u3067\u3001**\u7d2b\u306e\u5149**\u3082\u5f37\u304f\n  \u4e71\u3055\u308c\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001**\u4eba\u9593\u306e\u76ee\u306f\u7d2b\u306b\u654f\u611f\u3067\u306f\u306a\u304f**\u3001**\u9752\u306b\u5f37\u304f\u53cd\u5fdc**\u3057\u307e\u3059\u3002  \\n  \u307e\u305f\u3001\u592a\u967d\u5149\u306e\u30b9\u30da\u30af\u30c8\u30eb\uff08\u6ce2\u9577\u5206\u5e03\uff09\u306f**\u9752\u3088\u308a\u3082\u8d64\u306b\u5bc4\u3063\u3066\u3044\u308b**\u305f\u3081\u3001\u9752\u304c\u3088\u308a\u76ee\u7acb\u3061\u307e\u3059\u3002\\n\\n---\\n\\n### 4. **\u5915\u65b9\u306e\u7a7a\u304c\u8d64\u304f\u898b\n  \u308b\u7406\u7531**\\n- \u5915\u65b9\u3084\u671d\u306f\u3001\u592a\u967d\u304c\u5730\u5e73\u7dda\u8fd1\u304f\u306b\u3042\u308b\u305f\u3081\u3001\u5149\u304c\u5927\u6c17\u3092**\u9577\u304f\u901a\u904e**\u3057\u307e\u3059\u3002  \\n- \u3053\u306e\u3068\u304d\u3001**\u9752\u3044\u5149**\u306f\u9014\u4e2d\u3067\u6563\u4e71\u3055\u308c\u3001**\u8d64\u3084\u30aa\u30ec\u30f3\u30b8\u306e\u5149**\u3060\u3051\u304c\u6b8b\u3063\u3066\u5730\u9762\u306b\u5c4a\u304d\u307e\u3059\u3002  \\n  \u3053\u308c\u304c**\u5915\u713c\u3051**\u3084**\u671d\u713c\u3051**\u306e\u8d64\n  \u5149\u306e\u539f\u56e0\u3067\u3059\u3002\\n\\n---\\n\\n### \u307e\u3068\u3081\\n\u7a7a\u304c\u9752\u3044\u306e\u306f\u3001**\u592a\u967d\u5149\u306e\u4e2d\u306e\u9752\u3044\u5149\u304c\u5927\u6c17\u4e2d\u3067\u5f37\u304f\u6563\u4e71\u3055\u308c\u3001\u4eba\u9593\u306e\u76ee\u306b\u5c4a\u304f\u305f\u3081**\u3067\u3059\u3002\u3053\u306e\u73fe\u8c61\u306f\u3001\u79d1\u5b66\u306e\u300c\u30ec\u30a4\u30ea\u30fc\u6563\u4e71\u300d\u3068\u95a2\u4fc2\u3057\u3066\u3044\u307e\u3059\u3002\"},\"done_reason\":\"stop\",\"done\":true,\"total_duration\":12057484602,\"load_duration\":28850643,\"prompt_eval_count\":16,\"prompt_eval_duration\":6419210,\"eval_count\":883,\"eval_duration\":12021444649}<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u672c\u756a\u3067\u4f7f\u7528\u3059\u308b\u524d\u306b<\/h2>\n\n\n\n<p>\u672c\u756a\u3067\u4f7f\u7528\u3059\u308b\u524d\u306b\u6b21\u306e\u4e8b\u9805\u306b\u3064\u3044\u3066\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>TLS (HTTPS) 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