{"id":6202,"date":"2025-01-15T18:06:25","date_gmt":"2025-01-15T09:06:25","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6202"},"modified":"2025-11-28T14:22:13","modified_gmt":"2025-11-28T05:22:13","slug":"streamlit_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/streamlit_glossary\/","title":{"rendered":"\u30102025\u5e74\u6700\u65b0\u3011Streamlit\u3067\u30a2\u30d7\u30ea\u958b\u767a\u3092\u7c21\u5358\u306b\uff1a\u9769\u65b0\u7684\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306e\u5168\u8c8c"},"content":{"rendered":"\n

Streamlit\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084 Python \u3092\u4f7f\u3046\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u6b20\u304b\u305b\u306a\u3044\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u3001\u307e\u3059\u307e\u3059\u5b58\u5728\u611f\u3092\u5f37\u3081\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Streamlit \u306e\u57fa\u672c\u304b\u3089\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\u3001\u3055\u3089\u306b\u6700\u8fd1\u306e\u6a5f\u80fd\u5f37\u5316\u3084\u4f01\u696d\uff0f\u30af\u30e9\u30a6\u30c9\u9023\u643a\u306e\u30c8\u30ec\u30f3\u30c9\u307e\u3067\u3092\u542b\u3081\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n

1. Streamlit\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n

Streamlit\u306f\u3001Python\u3060\u3051\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306aWeb\u30a2\u30d7\u30ea\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u53ef\u8996\u5316\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u306a\u3069\u306b\u5f37\u304f\u3001\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u652f\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u30012022\u5e74\u306b Snowflake \u304c Streamlit \u3092\u8cb7\u53ce\u3057\u3066\u4ee5\u964d\u3001\u5358\u306a\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u3057\u3066\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u57fa\u76e4\u3068\u7d71\u5408\u3055\u308c\u305f\u5f62\u3067\u306e\u6d3b\u7528 \u2014 \u3044\u308f\u3086\u308b Streamlit in Snowflake\uff08SiS\uff09 \u306e\u5e83\u304c\u308a\u3067\u3059\u3002<\/p>\r\n

<\/p>\n\n

2. Streamlit\u304c\u9078\u3070\u308c\u308b\u7406\u7531<\/h2>\n\u30b3\u30fc\u30c9\u306e\u7c21\u6f54\u3055\u3068\u5373\u6642\u6027<\/b>\r\n

Streamlit\u306f\u3001HTML\u3084JavaScript\u306e\u77e5\u8b58\u304c\u4e0d\u8981\u3067\u3001\u7d14\u7c8b\u306aPython\u30b3\u30fc\u30c9\u3060\u3051\u3067 Web \u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u30b3\u30fc\u30c9\u91cf\u304c\u5c11\u306a\u304f\u3001\u76f4\u611f\u7684\u306b\u66f8\u3051\u308b\u305f\u3081\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3084\u5206\u6790\u7d50\u679c\u306e\u53ef\u8996\u5316\u304c\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\r\n\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3084 UI \u6a5f\u80fd\u306e\u5f37\u529b\u30b5\u30dd\u30fc\u30c8<\/b>\r\n

\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u305f\u3068\u3048\u3070 Matplotlib \/ Plotly \/ Seaborn \u306a\u3069\uff09\u3068\u7c21\u5358\u306b\u9023\u643a\u53ef\u80fd\u3067\u3001\u30b0\u30e9\u30d5\u3084\u8868\u3001\u3055\u3089\u306b\u306f\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u30d5\u30a9\u30fc\u30e0\u3084\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u6a5f\u80fd\u306a\u3069\u3092\u76f4\u611f\u7684\u306b\u8ffd\u52a0\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u63a2\u7d22\u3084\u30e2\u30c7\u30eb\u7d50\u679c\u306e\u53ef\u8996\u5316\u3001\u5bfe\u8a71\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\u30af\u30e9\u30a6\u30c9\uff0f\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u306e\u7d71\u5408\uff08Snowflake\u3068\u306e\u9023\u643a\uff09<\/b>\r\n

Streamlit in Snowflake \u3092\u4f7f\u3048\u3070\u3001\u30a2\u30d7\u30ea\u3068\u30c7\u30fc\u30bf\u304c\u540c\u3058\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u306b\u5b58\u5728\u3057\u3001\u5225\u9014\u30a4\u30f3\u30d5\u30e9\u3092\u7528\u610f\u3057\u305f\u308a\u7ba1\u7406\u3057\u305f\u308a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u8a08\u7b97\u8cc7\u6e90\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u306f Snowflake \u5074\u304c\u7ba1\u7406\u3057\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff08RBAC\uff09\u3084\u30c7\u30fc\u30bf\u7d71\u5408\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3082\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u3067\u306e\u5c0e\u5165\u3084\u30c1\u30fc\u30e0\u5171\u6709\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

<\/p>\n\n

3. \u521d\u3081\u3066\u306eStreamlit\uff1a\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h2>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u5b9f\u884c<\/b>\r\n

\u901a\u5e38\u306e Streamlit \u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30b7\u30f3\u30d7\u30eb\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff0f\u5b9f\u884c\u3067\u304d\u307e\u3059\uff1a<\/p>\r\n

pip install streamlit\r\nstreamlit run app.py\r\n<\/code><\/pre>\r\n
\u305f\u3060\u3057\u3001\u30af\u30e9\u30a6\u30c9\u9023\u643a\u3084\u4f01\u696d\u5185\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u306a\u3089\u3001Streamlit in Snowflake \u3092\u5229\u7528\u3059\u308b\u9078\u629e\u80a2\u3082\u6709\u529b\u3067\u3059\u3002Snowflake \u74b0\u5883\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u307e\u3068\u3081\u3066\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\u4e3b\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/b>\r\n
Streamlit\u306b\u306f\u591a\u6570\u306e\u30d3\u30eb\u30c8\u30a4\u30f3\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/p>\r\n
    \r\n\t
  • st.write()<\/code> \u2013 \u30c6\u30ad\u30b9\u30c8\u3084\u30c7\u30fc\u30bf\u3092\u8868\u793a<\/li>\r\n\t
  • \u30b0\u30e9\u30d5\u63cf\u753b\u7528\u306e\u30e1\u30bd\u30c3\u30c9\uff08\u6298\u308c\u7dda\u3001\u68d2\u30b0\u30e9\u30d5\u3001\u30c6\u30fc\u30d6\u30eb\u306a\u3069\uff09<\/li>\r\n\t
  • st.slider()<\/code> \u306e\u3088\u3046\u306a\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u7528\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8<\/li>\r\n\t
  • st.file_uploader()<\/code> \u3092\u4f7f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/li>\r\n<\/ul>\r\n
    \u6700\u8fd1\u3067\u306f\u30012025\u5e749\u6708\u306e\u30ea\u30ea\u30fc\u30b9\u3067\u3001\u305f\u3068\u3048\u3070\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u5185\u306e\u30ea\u30b9\u30c8\u3092\u30ab\u30e9\u30d5\u30eb\u3067\u7de8\u96c6\u53ef\u80fd\u306a\u30ea\u30b9\u30c8\u306b\u3067\u304d\u308b MultiselectColumn<\/code> \u304c\u5c0e\u5165\u3055\u308c\u305f\u307b\u304b\u3001\u30c1\u30e3\u30fc\u30c8\u63cf\u753b\u306e\u969b\u306b\u68d2\u30b0\u30e9\u30d5\u306e\u4e26\u3073\u66ff\u3048\u304c\u7c21\u5358\u306b\u3067\u304d\u308b sort<\/code> \u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8ffd\u52a0\u3001Markdown \u3084\u30d0\u30c3\u30b8\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u8868\u793a\u306a\u3069\u3067\u4f7f\u3046\u8272\u306e\u30d1\u30ec\u30c3\u30c8\u8a2d\u5b9a\u304c\u7d30\u304b\u304f\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306a\u3069\u3001\u8868\u73fe\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n
    <\/p>\n\n
    4. Streamlit\u306e\u5fdc\u7528\u4e8b\u4f8b<\/h2>\n\u30c7\u30fc\u30bf\u5206\u6790\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/b>\r\n
    \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u7528\u9014\u3084\u793e\u5185\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u624b\u8efd\u306b\u4f5c\u6210\u53ef\u80fd\u3067\u3059\u3002\u7279\u306b Snowflake \u3068\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u66f8\u304d\u304b\u3089\u53ef\u8996\u5316\u307e\u3067\u3092\u4e00\u5143\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\r\n\u6a5f\u68b0\u5b66\u7fd2\uff0f\u751f\u6210AI\u30e2\u30c7\u30eb\u306e\u30c7\u30e2\u3084UI<\/b>\r\n
    \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u8868\u793a\u3001\u3042\u308b\u3044\u306f\u6700\u8fd1\u6ce8\u76ee\u3092\u96c6\u3081\u308b\u751f\u6210AI\u30e2\u30c7\u30eb\uff08Gen AI\uff09\u3068\u306e\u9023\u643a\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3059\u308b\u4e8b\u4f8b\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u516c\u5f0f\u30d6\u30ed\u30b0\u3067\u306f\u3001\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u300c\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210\u300d\u300cAPI\u30ad\u30fc\u7ba1\u7406\u300d\u300c\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u6d3b\u7528\u300d\u3068\u3044\u3063\u305f\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3082\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\u793e\u5185\u696d\u52d9\u30c4\u30fc\u30eb\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u958b\u767a<\/b>\r\n
    \u5c0f\u898f\u6a21\u306a\u696d\u52d9\u6539\u5584\u30c4\u30fc\u30eb\u3084\u3001\u90e8\u7f72\u6a2a\u65ad\u306e\u5206\u6790\u30fb\u5171\u6709\u30c4\u30fc\u30eb\u306a\u3069\u3001\u624b\u65e9\u304f\u4f5c\u3063\u3066\u30c1\u30fc\u30e0\u3067\u4f7f\u3046\u7528\u9014\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002Snowflake \u3092\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306b\u3059\u308c\u3070\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u7ba1\u7406\u3084\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u5fc3\u914d\u3082\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\r\n
    <\/p>\n\n
    5. Streamlit\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n\u30e1\u30ea\u30c3\u30c8<\/b>\r\n
      \r\n\t
    • \u7c21\u5358\u3055<\/strong>\uff1a\u5c11\u306a\u3044\u30b3\u30fc\u30c9\u91cf\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u53ef\u80fd\u3002\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3082\u3059\u3050\u4f5c\u308c\u308b\u3002<\/li>\r\n\t
    • \u4f4e\u30b3\u30b9\u30c8\uff0f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9<\/strong>\uff1a\u7121\u6599\u3067\u4f7f\u3048\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3082\u5145\u5b9f\u3002<\/li>\r\n\t
    • \u591a\u6a5f\u80fd\u304b\u3064\u67d4\u8edf<\/strong>\uff1a\u53ef\u8996\u5316\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3001\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30c6\u30fc\u30d6\u30eb\u64cd\u4f5c\u306a\u3069\u591a\u5f69\u306a\u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3002\u66f4\u306b\u6700\u8fd1\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067 UI \u8868\u73fe\u306e\u5e45\u3082\u62e1\u304c\u3063\u3066\u3044\u308b\u3002\u00a0<\/li>\r\n\t
    • \u30af\u30e9\u30a6\u30c9\uff0f\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u306e\u7d71\u5408<\/strong>\uff08Snowflake \u3092\u5229\u7528\u3059\u308b\u5834\u5408\uff09\uff1a\u30c7\u30fc\u30bf\u3068\u30b3\u30fc\u30c9\u3092\u4e00\u5143\u7ba1\u7406\u3067\u304d\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3084\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u5171\u6709\u306a\u3069\u904b\u7528\u9762\u3067\u3082\u5f37\u307f\u3002\u00a0<\/li>\r\n<\/ul>\r\n\u30c7\u30e1\u30ea\u30c3\u30c8\uff0f\u6ce8\u610f\u70b9<\/b>\r\n
        \r\n\t
      • \u9ad8\u3044\u8ca0\u8377\u3084\u5927\u898f\u6a21\u306a\u30a2\u30d7\u30ea\u306b\u306f\u6ce8\u610f<\/strong>\uff1a\u5927\u91cf\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u9ad8\u5ea6\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f UI\u3001\u8907\u96d1\u306a\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u306b\u306f\u3001Streamlit \u5358\u4f53\u3067\u306f\u9650\u754c\u304c\u51fa\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u7279\u306b\u3001Snowflake \u9023\u643a\u6642\u306f\u5bfe\u5fdc\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u5236\u9650\u304c\u3042\u3063\u305f\u308a\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u7ba1\u7406\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\r\n\t
      • UI\uff0f\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u81ea\u7531\u5ea6\u306b\u9650\u754c<\/strong>\uff1a\u3042\u304f\u307e\u3067\u201c\u30c7\u30fc\u30bf\u30a2\u30d7\u30ea\u201d\u5411\u3051\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308a\u3001\u7d30\u304b\u3044\u30c7\u30b6\u30a4\u30f3\u3084\u9ad8\u5ea6\u306a\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u5236\u5fa1\u306b\u306f\u5411\u304b\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3002<\/li>\r\n\t
      • \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u4f9d\u5b58<\/strong>\uff1aPython\u74b0\u5883\u3084\uff08Snowflake \u3092\u4f7f\u3046\u306a\u3089\uff09\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u7406\u89e3\u30fb\u7ba1\u7406\u304c\u524d\u63d0\u3068\u306a\u308b\u3002<\/li>\r\n<\/ul>\r\n
        <\/p>\n\n
        6. Streamlit\u306e\u4eca\u5f8c\u306e\u53ef\u80fd\u6027<\/h2>\nSnowflake\u3068\u306e\u3088\u308a\u5bc6\u306a\u7d71\u5408\u3068\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7528\u9014\u3078\u306e\u62e1\u5927<\/b>\r\n
        \u8cb7\u53ce\u5f8c\u3001Streamlit in Snowflake \u306f\u5927\u5e45\u306b\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u3066\u304d\u3066\u3044\u307e\u3059\u30022025\u5e74\u306b\u5165\u3063\u3066\u304b\u3089\u3082\u3001Git \u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u306e\u540c\u671f\u3084\u30de\u30eb\u30c1\u30da\u30fc\u30b8\u30a2\u30d7\u30ea\u5bfe\u5fdc\u3001\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u30ab\u30e1\u30e9\uff0f\u30aa\u30fc\u30c7\u30a3\u30aa\u5165\u529b\u3001\u30ab\u30b9\u30bf\u30e0\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5bfe\u5fdc\u306a\u3069\u304c\u9806\u6b21\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3001\u5b9f\u7528\u6027\u3068\u67d4\u8edf\u6027\u304c\u4e00\u6bb5\u3068\u9ad8\u307e\u308a\u307e\u3057\u305f\u3002<\/p>\r\n
        \u307e\u305f\u3001Snowflake \u74b0\u5883\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\uff08\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30ea\u30f3\u30af\u3084\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u8a2d\u5b9a\uff09\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u4f01\u696d\u30ec\u30d9\u30eb\u3067\u306e\u30bb\u30ad\u30e5\u30a2\u306a\u5229\u7528\u3084\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u306e\u9023\u643a\u3082\u8996\u91ce\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\r\n\u751f\u6210AI\u3068\u306e\u89aa\u548c\u6027\u306e\u9ad8\u307e\u308a<\/b>\r\n
        \u751f\u6210AI\u30d6\u30fc\u30e0\u306e\u4e2d\u3067\u3001AI\u30e2\u30c7\u30eb\uff0fLLM \u3068\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30fb\u5165\u529b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u9ad8\u901f\u306b\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b Streamlit \u2014 \u7279\u306b Streamlit in Snowflake \u2014 \u306e\u9700\u8981\u306f\u5897\u52a0\u50be\u5411\u3067\u3059\u3002\u516c\u5f0f\u3067\u3082\u3001Gen AI \u30a2\u30d7\u30ea\u69cb\u7bc9\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u304c\u7d39\u4ecb\u3055\u308c\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3082\u5b9f\u7528\u7684\u306a\u30a2\u30d7\u30ea\u304c\u5897\u3048\u308b\u3068\u307f\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u62e1\u5f35\u6027\u306e\u767a\u5c55<\/b>\r\n
        \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306e Streamlit \u306f\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u62e1\u5f35\u3084\u65b0\u3057\u3044\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u6a5f\u80fd\u306a\u3069\u3001\u591a\u69d8\u306a\u8ca2\u732e\u304c\u306a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u3082\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u4f01\u696d\u306e\u53cc\u65b9\u3067\u62e1\u5f35\u304c\u9032\u307f\u3001\u7528\u9014\u306e\u5e45\u304c\u3055\u3089\u306b\u5e83\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n
        <\/p>\n\n
        7. \u307e\u3068\u3081<\/h2>\n
        Streamlit\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u6587\u3067\u5f37\u529b\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u73fe\u5834\u3067\u5927\u3044\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u6700\u8fd1\u306eSnowflake\u3068\u306e\u7d71\u5408\u3084\u751f\u6210AI\u3068\u306e\u9023\u643a\u306b\u3088\u308a\u3001\u4f01\u696d\u5411\u3051\u306e\u9ad8\u6a5f\u80fd\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u3082\u9069\u3057\u305f\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n
        \u4eca\u5f8c\u3082Streamlit\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u62e1\u5f35\u6a5f\u80fd\u3084\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u63d0\u4f9b\u304c\u671f\u5f85\u3055\u308c\u3001\u3055\u3089\u306b\u9032\u5316\u3092\u7d9a\u3051\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3084\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u8fc5\u901f\u306b\u5b9f\u73fe\u3067\u304d\u308bStreamlit\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u3055\u3089\u306b\u5e83\u3052\u3066\u3044\u3051\u308b\u306f\u305a\u3067\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"
        Streamlit\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084 Python \u3092\u4f7f\u3046\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u6b20\u304b\u305b\u306a\u3044\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u3001\u307e\u3059\u307e\u3059\u5b58\u5728\u611f\u3092\u5f37\u3081\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Streamlit \u306e\u57fa\u672c\u304b\u3089\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\u3001\u3055 […]<\/p>\n","protected":false},"author":22,"featured_media":6182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[873,331,463],"class_list":["post-6202","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-ai","tag-python","tag-streamlit"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6202","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\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=6202"}],"version-history":[{"count":0,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6202\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/6182"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=6202"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=6202"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=6202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}