{"id":7552,"date":"2026-02-09T17:11:57","date_gmt":"2026-02-09T08:11:57","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=7552"},"modified":"2026-02-09T17:18:10","modified_gmt":"2026-02-09T08:18:10","slug":"databricks-apps_llm","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/databricks-apps_llm\/","title":{"rendered":"\u3010Databricks\u3011Databricks Apps\u304b\u3089LLM\u3092\u52d5\u304b\u3059\u65b9\u6cd5"},"content":{"rendered":"\n

Databricks Apps\u3067\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u3068\u3001LLM\u3092\u547c\u3073\u51fa\u3057\u3066\u3001\u7d44\u307f\u8fbc\u307f\u305f\u3044\u5834\u9762\u306f\u591a\u3044\u3067\u3059\u3002OpenAI\u306a\u3069\u306e\u5916\u90e8API\u3092\u76f4\u63a5\u53e9\u304f\u3053\u3068\u3082\u9078\u629e\u80a2\u3067\u3059\u304c\u3001Databricks\u304c\u30db\u30b9\u30c8\u3059\u308b\u30e2\u30c7\u30eb\u3092Databricks\u7d4c\u7531\u3067\u547c\u3073\u51fa\u3059\u3053\u3068\u3067API\u306e\u30ad\u30fc\u3084\u8a8d\u8a3c\u306a\u3069\u306e\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u6e08\u307e\u305b\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n

Databricks Apps\u3067\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u3068\u3001LLM\u3092\u547c\u3073\u51fa\u3057\u3066\u3001\u7d44\u307f\u8fbc\u307f\u305f\u3044\u5834\u9762\u306f\u591a\u3044\u3067\u3059\u3002OpenAI\u306a\u3069\u306e\u5916\u90e8API\u3092\u76f4\u63a5\u53e9\u304f\u3053\u3068\u3082\u9078\u629e\u80a2\u3067\u3059\u304c\u3001Databricks\u304c\u30db\u30b9\u30c8\u3059\u308b\u30e2\u30c7\u30eb\u3092Databricks\u7d4c\u7531\u3067\u547c\u3073\u51fa\u3059\u3053\u3068\u3067API\u306e\u30ad\u30fc\u3084\u8a8d\u8a3c\u306a\u3069\u306e\u7ba1\u7406\u3092\u5bb9\u6613\u306b\u6e08\u307e\u305b\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n

\u30b5\u30fc\u30d3\u30f3\u30b0\u3068\u306f<\/h2>\n

Mosaic AI Model Serving\u306f\u3001Databricks\u4e0a\u3067AI\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u30fb\u5236\u5fa1\u30fb\u30af\u30a8\u30ea\u3059\u308b\u305f\u3081\u306e\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3059\u3002<\/p>\r\n

\u63d0\u4f9b\u3059\u308b\u5404\u30e2\u30c7\u30eb\u306fREST API\u3068\u3057\u3066\u4f7f\u7528\u3067\u304d\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306bLLM\u6a5f\u80fd\u3092\u7d71\u5408\u3067\u304d\u307e\u3059\u3002
\r\nMosaic AI Model Serving\u306f\u3001\u5916\u90e8LLM\u3060\u3051\u3067\u306a\u304f\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3082\u30c7\u30d7\u30ed\u30a4\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u65e2\u5b58\u306e\u5916\u90e8\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066LLM\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n

\u51fa\u6765\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u65e2\u5b58\u306e\u5916\u90e8\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066LLM\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3059\u3002\r\n\r\n\u5229\u7528\u3067\u304d\u308bLLM<\/h2>\n

Databricks Model APIs\u3067\u5229\u7528\u3067\u304d\u308b\u4e3b\u306a\u30e2\u30c7\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3059\u3079\u3066\u4e8b\u524d\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3067\u3059\u3050\u306b\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\r\n

\u306a\u304a\u3001\u4ee5\u4e0b\u306f2026\u5e741\u6708\u73fe\u5728\u3067\u3059\u3002<\/p>\r\n

OpenAI GPT\u30b7\u30ea\u30fc\u30ba<\/strong><\/p>\r\n

\"\"<\/p>\r\n

Google Gemini\u30b7\u30ea\u30fc\u30ba<\/strong><\/p>\r\n

\"\"<\/p>\r\n

Meta Llama\u30b7\u30ea\u30fc\u30ba<\/strong><\/p>\r\n

\"\"<\/p>\r\n

Anthropic Claude\u30b7\u30ea\u30fc\u30ba<\/strong><\/p>\r\n

\"\"<\/p>\r\n

\u305d\u306e\u4ed6<\/strong><\/p>\r\n

\"\"<\/p>\r\n

<\/p>\r\n

<\/p>\n\n

\u4f7f\u7528\u65b9\u6cd5<\/h2>\n

\u305d\u308c\u3067\u306f\u4e8b\u524d\u69cb\u6210\u3055\u308c\u3066\u3044\u308bGPT-5.2\u3092\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u7d4c\u7531\u3067DatabricksApps\u3067\u5229\u7528\u3059\u308b\u65b9\u6cd5\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n

\u4e8b\u524d\u6e96\u5099\uff1a<\/strong><\/p>\r\n

\u4eca\u56de\u306f\u4ed6\u30d6\u30ed\u30b0\u3067\u69cb\u7bc9\u3057\u305f\u3001Walmart\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066PDF\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u30a2\u30d7\u30ea\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u73fe\u5728\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u306fLLM\u306b\u3088\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u304c\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u7d4c\u7531\u3067LLM\u3092\u547c\u3073\u51fa\u3057\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u98df\u3048\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u3002<\/p>\r\n

\u73fe\u72b6\u306e\u6319\u52d5\u78ba\u8a8d<\/strong><\/p>\r\n

\u307e\u305a\u306f\u3001\u73fe\u5728\u306e\u30a2\u30d7\u30ea\u306e\u6319\u52d5\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30a2\u30d7\u30ea\u3092\u8d77\u52d5\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

<\/p>\r\n

\"\"<\/p>\r\n

\u3053\u3053\u3067\u30b0\u30e9\u30d5\u3092\u8868\u793a\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001<\/p>\r\n

\"\"<\/p>\r\n

Databricks\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u30b0\u30e9\u30d5\u3068\u5408\u8a08\u91d1\u984d\u3092\u7b97\u51fa\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\r\n

\u3055\u3089\u306bPDF\u3067\u4fdd\u5b58\u3092\u62bc\u3059\u3068\u30ec\u30dd\u30fc\u30c8\u304cPDF\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\r\n

\"\"<\/p>\r\n

\u4eca\u56de\u306f\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u306bLLM\u306b\u3088\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n

\u53c2\u8003\uff1a<\/strong><\/p>\r\n

https:\/\/blog.since2020.jp\/data_analysis\/databricks_streamlit\/<\/a><\/p>\r\n

LLM\u306e\u63a5\u7d9a\u65b9\u6cd5<\/strong><\/p>\r\n

\uff11\uff0c\u30b5\u30fc\u30d3\u30b9\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u8ffd\u52a0<\/p>\r\n

\u65e2\u5b58\u306eDatabricks Apps\u306e\u30a2\u30d7\u30ea\u7de8\u96c6\u753b\u9762\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u3053\u306e\u6642\u3001\u4eca\u56de\u4f7f\u7528\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u300cdatabricks-gpt-5-2\u300d\u3068\u3057\u3066\u30ea\u30bd\u30fc\u30b9\u30ad\u30fc\u3092\u300cserving-endpoint\u300d\u3068\u3057\u307e\u3059\u3002<\/p>\r\n

<\/p>\r\n

\"\"<\/p>\r\n

\uff12\uff0capp.yaml\u306e\u7de8\u96c6<\/p>\r\n

\u7d9a\u3044\u3066,Apps\u4e0a\u304b\u3089\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306byaml\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306bserving-endpoint\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308apython\u30d5\u30a1\u30a4\u30eb\u5185\u3067\u74b0\u5883\u5909\u6570\u3068\u3057\u3066\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

\"\"<\/p>\r\n

\uff13\uff0cpython\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6<\/p>\r\n

\u307e\u305a\u306f\u3001\u5148\u307b\u3069\u8a2d\u5b9a\u3057\u305f\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092python\u30d5\u30a1\u30a4\u30eb\u5185\u3067\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\r\n

\r\n
<\/code><\/pre>\r\n
SERVING_ENDPOINT = os.getenv(\"serving-endpoint\", \"\")\r\n<\/code><\/pre>\r\n
\u00a0<\/code><\/pre>\r\n<\/div>\r\n
\u7d9a\u3044\u3066\u3001LLM\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u547c\u3073\u51fa\u3059\u95a2\u6570\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\r\n
\"\"<\/p>\r\n
\u6700\u5f8c\u306b\u3001Databricks\u4e0a\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u3001LLM\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u6295\u3052\u308b\u95a2\u6570\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\r\n
\"\"<\/p>\r\n
\u3055\u3089\u306bPDF\u3067\u306e\u8868\u793a\u90e8\u5206\u3092\u30a4\u30f3\u30b5\u30a4\u30c8\u304c\u51fa\u529b\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u3001\u3053\u306e\u95a2\u6570\u3092Streamlit\u306eUI\u90e8\u5206\u3067\u547c\u3073\u51fa\u305b\u3070\u3001\u6e96\u5099\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\r\n
\"\"<\/p>\n\n
\u30c7\u30e2<\/h2>\n
\u305d\u308c\u3067\u306f\u3001\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f\u30a2\u30d7\u30ea\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u52d5\u304b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\r\n
\u307e\u305a\u306f\u3001\u30a2\u30d7\u30ea\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\r\n
\"\"<\/p>\r\n
\u30b0\u30e9\u30d5\u3092\u8868\u793a\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u3057\u3070\u3089\u304f\u7d4c\u3063\u305f\u5f8c\u306b\u30b0\u30e9\u30d5\u3068\u3068\u3082\u306b\u30a4\u30f3\u30b5\u30a4\u30c8\u304c\u51fa\u529b\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\r\n
\"\"<\/p>\r\n
\u6700\u5f8c\u306bPDF\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001PDF\u5316\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u5185\u3067\u3082\u30a4\u30f3\u30b5\u30a4\u30c8\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\r\n
\"\"<\/p>\n\n
\u7d42\u308f\u308a\u306b<\/h2>\n
\u4eca\u56de\u306fDatabricksApps\u3067LLM\u3092Databricks\u304b\u3089\u547c\u3073\u51fa\u3059\u624b\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001LLM\u3092\u4f7f\u7528\u3057\u305f\u958b\u767a\u304c\u3088\u308a\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u308b\u3068\u601d\u3046\u306e\u3067\u662f\u975e\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\r\n
<\/p>","protected":false},"excerpt":{"rendered":"
Databricks Apps\u3067\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u3068\u3001LLM\u3092\u547c\u3073\u51fa\u3057\u3066\u3001\u7d44\u307f\u8fbc\u307f\u305f\u3044\u5834\u9762\u306f\u591a\u3044\u3067\u3059\u3002OpenAI\u306a\u3069\u306e\u5916\u90e8API\u3092\u76f4\u63a5\u53e9\u304f\u3053\u3068\u3082\u9078\u629e\u80a2\u3067\u3059\u304c\u3001Databricks\u304c\u30db\u30b9\u30c8\u3059\u308b\u30e2\u30c7\u30eb\u3092Databrick […]<\/p>\n","protected":false},"author":44,"featured_media":6170,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1246],"tags":[774,564,463],"class_list":["post-7552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-infrastructure","tag-databricks","tag-llm","tag-streamlit"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/7552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/44"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=7552"}],"version-history":[{"count":0,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/7552\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/6170"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=7552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=7552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=7552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}