{"id":6841,"date":"2025-09-25T03:49:43","date_gmt":"2025-09-25T03:49:43","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=6841"},"modified":"2025-09-25T03:49:43","modified_gmt":"2025-09-25T03:49:43","slug":"openhands-%e3%81%a8-ollama-%e3%81%a7%e7%84%a1%e6%96%99%e3%81%ae%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab-ai-%e3%82%b3%e3%83%bc%e3%83%87%e3%82%a3%e3%83%b3%e3%82%b0%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/6841\/","title":{"rendered":"OpenHands \u3068 Ollama \u3067\u7121\u6599\u306e\u30ed\u30fc\u30ab\u30eb AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u74b0\u5883\u306e\u69cb\u7bc9\u306b\u6311\u6226\u3057\u3066\u307f\u305f"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u3053\u3093\u306b\u3061\u306f\u3002<\/p>\n<p>\u864e\u306e\u7a74\u30e9\u30dc\u682a\u5f0f\u4f1a\u793e\u306e iwady \u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f OSS \u306e AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c4\u30fc\u30eb\u306e <a target=\"_blank\" href=\"https:\/\/github.com\/All-Hands-AI\/OpenHands\">OpenHands<\/a> \u3068 <a target=\"_blank\" href=\"https:\/\/github.com\/ollama\/ollama\">Ollama<\/a> \u3092\u4f7f\u3063\u3066<\/p>\n<p>\u30ed\u30fc\u30ab\u30eb\u3067\u7121\u6599\u306e AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u74b0\u5883\u306e\u69cb\u7bc9\u306b\u6311\u6226\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/toranoana-lab\/20250916\/20250916173017.jpg\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h3 id=\"1-OpenHands-\u3068\u306f\">1. OpenHands \u3068\u306f<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/All-Hands-AI\/OpenHands\">OpenHands<\/a> \u3068\u306f\u3001OSS \u306e\u81ea\u5f8b\u578b AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u300cPython \u3067 FizzBuzz \u3092\u66f8\u3044\u3066\u300d\u300cPytest \u3067\u30c6\u30b9\u30c8\u3092\u66f8\u3044\u3066\u5b9f\u884c\u3057\u3066\u300d\u306e\u3088\u3046\u306b\u81ea\u7136\u8a00\u8a9e\u3067\u6307\u793a\u3092\u884c\u3046\u4e8b\u3067\u3001<\/p>\n<p>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u30c7\u30d0\u30c3\u30b0\u3001\u30c6\u30b9\u30c8\u3001\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u3001\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u306a\u3069\u3092\u81ea\u5f8b\u7684\u306b\u884c\u306a\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2FAll-Hands-AI%2FOpenHands\" title=\"GitHub - All-Hands-AI\/OpenHands: \ud83d\ude4c OpenHands: Code Less, Make More\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/All-Hands-AI\/OpenHands\">github.com<\/a><\/cite><\/p>\n<p>\u5143\u3005\u306f OpenDevin \u3068\u3044\u3046\u540d\u524d\u3067\u3057\u305f\u304c\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u3084\u5546\u7528\u3067\u3042\u308b Devin \u306e\u5b58\u5728\u3082\u3042\u3063\u3066\u3001<\/p>\n<p>\u73fe\u5728\u306e OpenHands \u306b\u6539\u540d\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u7279\u5fb4\u3068\u3057\u3066\u306f\u3001OSS\u3067\u3042\u308b\u4e8b\u3001\u30ed\u30fc\u30ab\u30eb\u8d77\u52d5\u304c\u53ef\u80fd\u3067\u3042\u308b\u4e8b\u3001\u591a\u69d8\u306a LLM \u30e2\u30c7\u30eb\u3092\u5229\u7528\u53ef\u80fd\u3067\u3042\u308b\u4e8b\u306a\u3069\u3042\u308a\u307e\u3059\u304c\u3001<\/p>\n<p>\u500b\u4eba\u7684\u306b\u306f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30c9\u30ea\u30d6\u30f3\u306a\u3068\u3053\u308d\u304c\u975e\u5e38\u306b\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>OpenHands \u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u6c17\u306b\u306a\u308b\u65b9\u306f\u3001<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/All-Hands-AI\/OpenHands\">OpenHands\u516c\u5f0fGitHub<\/a> \u306e <code>How to Join the Community<\/code> \u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"2-Ollama-\u3068\u306f\">2. Ollama \u3068\u306f<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/ollama.com\/\">Ollama<\/a> \u306f\u30ed\u30fc\u30ab\u30eb\u3067\u306e LLM \u904b\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u308b OSS \u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u30ed\u30fc\u30ab\u30eb\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304d\u305f GGUF \u5f62\u5f0f\u306e\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u3001Ollama \u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Follama.com%2F\" title=\"Ollama\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/ollama.com\/\">ollama.com<\/a><\/cite><\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f OpenHands \u304c\u4e3b\u984c\u306a\u306e\u3067 Ollama \u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u5272\u611b\u3057\u307e\u3059\u304c\u3001<\/p>\n<p>Ollama \u306b\u3064\u3044\u3066\u306f\u904e\u53bb\u306e\u8a18\u4e8b\u3067\u89e6\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3088\u308d\u3057\u3051\u308c\u3070\u305d\u3061\u3089\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftoranoana-lab.hatenablog.com%2Fentry%2F2025%2F03%2F06%2F120000\" title=\"Ollama \u3067\u5feb\u9069\u306a\u30ed\u30fc\u30ab\u30eb LLM \u751f\u6d3b\u3092\u9001\u308d\u3046 - \u864e\u306e\u7a74\u30e9\u30dc\u6280\u8853\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/toranoana-lab.hatenablog.com\/entry\/2025\/03\/06\/120000\">toranoana-lab.hatenablog.com<\/a><\/cite><\/p>\n<h3 id=\"3-\u5c0e\u5165\">3. \u5c0e\u5165<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/All-Hands-AI\/OpenHands\">OpenHands<\/a> \u306e\u5c0e\u5165\u65b9\u6cd5\u306f\u3001\u516c\u5f0f\u3067 CLI \u3067\u306e\u8d77\u52d5\u3068 Docker \u306e2\u7a2e\u985e\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u516c\u5f0f\u3067\u63a8\u5968\u3055\u308c\u3066\u3044\u308b\u306e\u306f CLI \u3067\u306e\u8d77\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001<\/p>\n<p>\u4eca\u56de\u306f Ollama \u3082\u4f7f\u3044\u307e\u3059\u306e\u3067 DockerCompose \u3092\u4f7f\u304a\u3046\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5168\u30d5\u30a1\u30a4\u30eb\u3092\u8a18\u8f09\u3059\u308b\u3068\u304b\u306a\u308a\u5197\u9577\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u306e\u3067\u3001<\/p>\n<p>\u3053\u3053\u3067\u306f\u5404\u30d5\u30a1\u30a4\u30eb\u306e\u6982\u8981\u3068 docker-compose.yml \u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"4-\u69cb\u6210\">4. \u69cb\u6210<\/h3>\n<p>\u69cb\u6210\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u6574\u7406\u3057\u305f\u3044\u65b9\u306f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u5207\u3063\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">root\n\u251c\u2500\u2500 Dockerfile\n\u251c\u2500\u2500 Modelfile\n\u251c\u2500\u2500 entrypoint.sh\n\u251c\u2500\u2500 MyCustomModel.gguf\n\u251c\u2500\u2500 .env\n\u251c\u2500\u2500 docker-compose.yml\n\u251c\u2500\u2500 workspace\n<\/pre>\n<p>\u5404\u30d5\u30a1\u30a4\u30eb\u306e\u6982\u8981\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<h4 id=\"4-1-Dockerfile\">4-1. Dockerfile<\/h4>\n<p>Ollama \u306e Dockerfile \u306b\u306a\u308a\u307e\u3059\u3002\u57f7\u7b46\u6642\u70b9(2025\/9)\u3067\u6700\u65b0\u306e 0.11.8 \u3092\u5229\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u516c\u5f0f\u30a4\u30e1\u30fc\u30b8\u304b\u3089ollama\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u306e\u307f\u3092\u62bd\u51fa\u3057\u3001<\/p>\n<p>\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u306b\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u5f8c\u3001\u8d77\u52d5\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30d4\u30fc+\u5b9f\u884c\u6a29\u9650\u4ed8\u4e0e\u3057\u3001ENTRYPOINT \u3067\u5b9f\u884c\u3059\u308b\u6d41\u308c\u3067\u3059\u3002<\/p>\n<p>MyCustomModel.gguf \u3068 Modelfile\u306f Volume \u3067\u5171\u6709\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30b3\u30d4\u30fc\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n<h4 id=\"4-2-Modelfile\">4-2. Modelfile<\/h4>\n<p>Modelfile \u306b\u306f\u3001<code>ollama create<\/code> \u3067\u5229\u7528\u3059\u308b GGUF \u30e2\u30c7\u30eb\u3092 FROM \u3067\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f PARAMETER\u3001SYSTEM\u3001TEMPLATE \u3092\u6307\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h4 id=\"4-3-entrypointsh\">4-3. entrypoint.sh<\/h4>\n<p>entrypoint.sh \u306f\u3001 Ollama \u306e Dockerfile \u306e ENTRYPOINT \u3067\u6307\u5b9a\u3059\u308b\u8d77\u52d5\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306b\u306f <code>ollama serve<\/code> \u3067 Ollama \u3092\u8d77\u52d5\u3057 \u3001<\/p>\n<p><code>ollama create MyCustomModel -f Modelfile<\/code> \u3067 Modelfile \u304b\u3089\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"4-4-MyCustomModelgguf\">4-4. MyCustomModel.gguf<\/h4>\n<p>\u5b9f\u969b\u306b\u5229\u7528\u3059\u308b GGUF \u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u30ed\u30fc\u30ab\u30eb\u3067\u306e\u5229\u7528\u306e\u305f\u3081\u3001\u8efd\u91cf\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u304d\u306e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6307\u793a\u3059\u308b\u4f5c\u696d\u6b21\u7b2c\u3067\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3082\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u306e\u3067\u3001\u4f5c\u696d\u5185\u5bb9\u306b\u9069\u5207\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u3001MyCustomModel.gguf \u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 id=\"4-5-env\">4-5. .env<\/h4>\n<p>.env \u306b\u306f OpenHands \u3068 Ollama \u306e\u8a2d\u5b9a\u5024\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<p>OpenHands \u306e\u8a2d\u5b9a\u5024\u3068\u3057\u3066\u306f\u3001OH_LLM_MODEL\u3001OH_LLM_BASE_URL\u3001OH_LLM_API_KEY \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>OH_LLM_MODEL \u306f entrypoint.sh \u3067\u6307\u5b9a\u3057\u305f\u30e2\u30c7\u30eb\u540d\u3092\u6307\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>OH_LLM_API_KEY \u306f\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u306e\u305f\u3081\u4e0d\u8981\u3067\u3059\u304c\u3001\u7a7a\u6587\u5b57\u306fNG\u306a\u306e\u3067\u9069\u5f53\u306a\u6587\u5b57\u5217\u3092\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u30ed\u30fc\u30ab\u30eb\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u306e\u3067\u3001OH_SANDBOX_WORKSPACE \u306a\u3069\u3082\u5b9a\u7fa9\u3057\u307e\u3057\u305f\u3002<\/p>\n<h4 id=\"4-6-docker-composeyml\">4-6. docker-compose.yml<\/h4>\n<p>docker-compose.yml \u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"code yml\" data-lang=\"yml\" data-unlink=\"\"># docker-compose.yml\nversion: '3.8'\n\nservices:\n  ollama:\n    build:\n      context: .\n      dockerfile: Dockerfile\n    container_name: ollama\n    ports:\n      - \"11434:11434\"\n    volumes:\n      - ollama_models:\/root\/.ollama\n      # entrypoint.sh\u304c\u53c2\u7167\u3067\u304d\u308b\u3088\u3046\u306b\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\/app\u306b\u30de\u30a6\u30f3\u30c8\n      - .\/MyCustomModel.gguf:\/app\/MyCustomModel.gguf\n      - .\/Modelfile:\/app\/Modelfile\n    networks:\n      - openhands_net\n    environment:\n      - OLLAMA_HOST=0.0.0.0\n    healthcheck:\n      test: [\"CMD\", \"curl\", \"-f\", \"http:\/\/localhost:11434\/\"]\n      interval: 10s\n      timeout: 5s\n      retries: 20\n      start_period: 120s\n    restart: unless-stopped\n\n  openhands:\n    image: 'docker.all-hands.dev\/all-hands-ai\/openhands:0.55'\n    container_name: openhands-app\n    ports:\n      - \"3000:3000\"\n    volumes:\n      - '.\/.openhands:\/.openhands'\n      - '\/var\/run\/docker.sock:\/var\/run\/docker.sock'\n    networks:\n      - openhands_net\n    environment:\n      - LLM_MODEL=${OH_LLM_MODEL}\n      - LLM_API_KEY=${OH_LLM_API_KEY}\n      - LLM_BASE_URL=${OH_LLM_BASE_URL}\n      - SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev\/all-hands-ai\/runtime:0.55-nikolaik\n      - SANDBOX_VOLUMES=${OH_SANDBOX_WORKSPACE}\n      - SANDBOX_USER_ID=${OH_SANDBOX_USER_ID}\n      - LOG_ALL_EVENTS=true\n    depends_on:\n      ollama:\n        condition: service_healthy\n    tty: true\n    stdin_open: true\n    restart: unless-stopped\n\nvolumes:\n  ollama_models:\n    driver: local\n\nnetworks:\n  openhands_net:\n    driver: bridge\n<\/pre>\n<p>ollama \u30b5\u30fc\u30d3\u30b9\u306f Dockerfile \u304b\u3089\u30d3\u30eb\u30c9\u3092\u884c\u3044\u3001<\/p>\n<p>openhands \u30b5\u30fc\u30d3\u30b9\u306f depends_on \u3067 ollama \u30b5\u30fc\u30d3\u30b9\u304c\u8d77\u52d5\u4e14\u3064 healthy \u306b\u306a\u308b\u307e\u3067\u5f85\u6a5f\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>OpenHands \u306f\u3001\u57f7\u7b46\u6642\u70b9\u3067\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3042\u308b 0.55 \u3092\u5229\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>SANDBOX_RUNTIME_CONTAINER_IMAGE \u306f\u5b9f\u969b\u306b\u30ed\u30fc\u30ab\u30eb\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f5c\u696d\u3059\u308b\u30b3\u30f3\u30c6\u30ca\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<h4 id=\"4-7-workspace\">4-7. workspace<\/h4>\n<p>OpenHands \u304c\u4f5c\u696d\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f OH_SANDBOX_WORKSPACE \u3067\u6307\u5b9a\u3057\u3001<\/p>\n<p>\u30db\u30b9\u30c8\u4e0a\u306e .\/workspace \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30b3\u30f3\u30c6\u30ca\u5185\u306e \/workspace \u306b\u30de\u30a6\u30f3\u30c8\u3059\u308b\u5f62\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"5-\u8d77\u52d5\">5. \u8d77\u52d5<\/h3>\n<p>\u305d\u308c\u3067\u306f\u3001<code>docker compose up<\/code> \u30b3\u30de\u30f3\u30c9\u3067\u8d77\u52d5\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p><code>localhost:3000<\/code>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u753b\u9762\u304c\u8d77\u52d5\u3057\u305f\u3089\u6210\u529f\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/toranoana-lab\/20250904\/20250904172214.png\" width=\"1200\" height=\"642\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>LLM Provider \u306b Ollama \u3092\u9078\u629e\u3059\u308b\u3068\u3001<\/p>\n<p>LLM Model \u3067 MyCustomModel:latest \u304c\u9078\u3079\u307e\u3059\u306e\u3067\u3001MyCustomModel \u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<p>\u5de6\u30b5\u30a4\u30c9\u30e1\u30cb\u30e5\u30fc\u306e Settings(\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3)\u304b\u3089 LLM \u30bf\u30d6\u306b\u9077\u79fb\u3059\u308b\u3068\u3001<\/p>\n<p>\u73fe\u5728\u9078\u629e\u4e2d\u306e\u30e2\u30c7\u30eb\u3084 BASE_URL\u3001API KEY \u306a\u3069\u306e\u8a2d\u5b9a\u306e\u78ba\u8a8d\u304c\u3067\u304d\u307e\u3059\u306e\u3067\u3001<\/p>\n<p>\u5b9f\u969b\u306b\u4f5c\u696d\u3092\u884c\u3046\u524d\u306b\u78ba\u8a8d\u3092\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/toranoana-lab\/20250904\/20250904172439.png\" width=\"1200\" height=\"399\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h3 id=\"6-\u5b9f\u969b\u306b\u4f5c\u696d\u3057\u3066\u3082\u3089\u3063\u3066\u307f\u305f\">6. \u5b9f\u969b\u306b\u4f5c\u696d\u3057\u3066\u3082\u3089\u3063\u3066\u307f\u305f<\/h3>\n<p>\u4eca\u56de\u306f Python \u3067 HelloWorld \u3092\u51fa\u529b\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u3092\u6307\u793a\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u304c\u3001\u5b9f\u969b\u306e\u51fa\u529b\u306f&#8230;<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/toranoana-lab\/20250916\/20250916170420.png\" width=\"588\" height=\"451\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306b\u4e0d\u660e\u306a\u6587\u5b57\u5217\u304c\u751f\u6210\u3055\u308c\u308b\u53b3\u3057\u3044\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u751f\u6210\u7d50\u679c\u30fb\u901f\u5ea6\u306f\u30e2\u30c7\u30eb\u30fb\u30b9\u30da\u30c3\u30af\u306e\u5272\u5f53\u30fb\u8a2d\u5b9a\u3084\u30b9\u30af\u30ea\u30d7\u30c8\u306a\u3069\u306b\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3053\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001<\/p>\n<p>\u30ed\u30fc\u30ab\u30eb\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057 Ollama \u3068 OpenHands \u3067\u9023\u643a\u3059\u308b\u4e8b\u307e\u3067\u306f\u51fa\u6765\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"7-\u6240\u611f\">7. \u6240\u611f<\/h3>\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u8efd\u91cf\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30e2\u30c7\u30eb\u3067\u8a66\u3057\u305f\u7d50\u679c\u3001<\/p>\n<p>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30e2\u30c7\u30eb\u9078\u5b9a\u30fb\u8a2d\u5b9a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u7b49\uff09\u3001\u74b0\u5883\u8a2d\u5b9a\u306b\u304a\u3044\u3066\u7559\u610f\u3059\u3079\u304d\u70b9\u304c\u898b\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<h4 id=\"7-1-\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u554f\u984c\">7-1. \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u554f\u984c<\/h4>\n<p>\u30ed\u30fc\u30ab\u30eb\u306e MacBook Pro \u74b0\u5883\u3067\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306b20~30\u5206\u3092\u8981\u3059\u308b\u306a\u3069\u3001\u51e6\u7406\u306b\u304b\u306a\u308a\u306e\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u305f\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3082\u983b\u767a\u3057\u305f\u305f\u3081\u3001LLM\u3068OpenHands\u9593\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u6642\u9593\u3092\u9577\u3081\u306b\u8a2d\u5b9a\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30da\u30c3\u30af\u7684\u306a\u8ca0\u8377\u3082\u5927\u304d\u3044\u305f\u3081\u3001\u3082\u3057\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001<\/p>\n<p>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u3053\u3060\u308f\u3089\u305a\u5404\u7a2e SaaS \u306e API \u3092\u5229\u7528\u3059\u308b\u65b9\u304c\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h4 id=\"7-2-\u30e2\u30c7\u30eb\u9078\u5b9a\u8a2d\u5b9a\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u7b49\u306e\u91cd\u8981\u6027\">7-2. \u30e2\u30c7\u30eb\u9078\u5b9a\u30fb\u8a2d\u5b9a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u7b49\uff09\u306e\u91cd\u8981\u6027<\/h4>\n<p>\u4eca\u56de\u306f\u30ed\u30fc\u30ab\u30eb\u306e MacBook Pro \u3067\u5b8c\u7d50\u3055\u305b\u305f\u304b\u3063\u305f\u306e\u3067\u3001<\/p>\n<p>\u4f4e\u30d3\u30c3\u30c8\u6570\u306b\u91cf\u5b50\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u304c\u3001<\/p>\n<p>\u751f\u6210\u3055\u308c\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u54c1\u8cea\u306f\u5229\u7528\u3057\u305f\u30e2\u30c7\u30eb\u306b\u6bd4\u4f8b\u3059\u308b\u7d50\u679c\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u76ee\u7684\u3084\u7528\u9014\u306b\u9069\u3057\u305f\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001Modelfile \u306b\u304a\u3051\u308b PARAMETER\u3001SYSTEM\u3001TEMPLATE \u306b\u3064\u3044\u3066\u3082\u540c\u69d8\u3067\u3001<\/p>\n<p>\u30e2\u30c7\u30eb\u6bce\u306b\u9069\u5207\u306a\u8a2d\u5b9a\u3084\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5fc5\u8981\u3068\u306a\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n<h4 id=\"7-3-\u74b0\u5883\u8a2d\u5b9a\u306b\u304a\u3051\u308b\u6ce8\u610f\u70b9\">7-3. \u74b0\u5883\u8a2d\u5b9a\u306b\u304a\u3051\u308b\u6ce8\u610f\u70b9<\/h4>\n<p>\u8a66\u884c\u932f\u8aa4\u3092\u7e70\u308a\u8fd4\u3059\u4e2d\u3067\u3001\u81ea\u52d5\u751f\u6210\u3055\u308c\u308b .openhands \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u904e\u53bb\u306e\u8a2d\u5b9a\u304c\u6b8b\u308a\u3001<\/p>\n<p>\u610f\u56f3\u3057\u306a\u3044\u6319\u52d5\u3092\u5f15\u304d\u8d77\u3053\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u74b0\u5883\u69cb\u7bc9\u306e\u969b\u306b\u306f .openhands \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u9069\u5b9c\u524a\u9664\u3057\u3001<\/p>\n<p>\u8a2d\u5b9a\u3092\u30af\u30ea\u30a2\u3059\u308b\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308b\u6642\u3082\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u306e\u5834\u5408\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u696d\u30b3\u30f3\u30c6\u30ca\u304c\u6b8b\u308b\u4e8b\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001<\/p>\n<p>\u3053\u3061\u3089\u3082\u9069\u5b9c\u6383\u9664\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"8-\u307e\u3068\u3081\">8. \u307e\u3068\u3081<\/h3>\n<p>\u4eca\u56de\u306f\u3001Ollama \u3068 OpenHands \u3092\u4f7f\u3044\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u4f5c\u3059\u308b\u7121\u6599\u306eAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u74b0\u5883\u69cb\u7bc9\u306b\u6311\u6226\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u76ee\u6a19\u3067\u3042\u3063\u305f\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210\u306b\u306f\u81f3\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001<\/p>\n<p>Docker Compose \u3092\u4f7f\u3063\u3066\u4e0a\u8a18 2 \u3064\u306e OSS \u3092\u30b9\u30e0\u30fc\u30ba\u306b\u9023\u643a\u3055\u305b\u308b\u624b\u9806\u3092\u78ba\u7acb\u3067\u304d\u305f\u306e\u306f\u3001\u826f\u304b\u3063\u305f\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u5f8c\u306f\u3001<\/p>\n<ul>\n<li>\n<p>\u30e2\u30c7\u30eb\u306e\u54c1\u8cea: \u91cf\u5b50\u5316\u30ec\u30d9\u30eb\u306e\u898b\u76f4\u3057\u3084\u3001\u3088\u308a\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u8a66\u3059<\/p>\n<\/li>\n<li>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8: \u30e2\u30c7\u30eb\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7528\u610f\u3059\u308b<\/p>\n<\/li>\n<li>\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf: temperature \u306a\u3069\u306e\u5024\u3092\u9069\u5207\u306b\u8abf\u6574\u3059\u308b<\/p>\n<\/li>\n<\/ul>\n<p>\u3068\u3044\u3063\u305f\u70b9\u3092\u6539\u5584\u3057\u3001\u30ea\u30d9\u30f3\u30b8\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u304c\u3001\u30ed\u30fc\u30ab\u30eb AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u65b9\u306e\u4e00\u52a9\u3068\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<h3 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