\u8fb2\u696d\u306b\u304a\u3051\u308b\u72b6\u6cc1\u8a8d\u8b58\u306eIoT\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u6c17\u8c61\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u571f\u58cc\u72b6\u614b\u3001\u4f5c\u7269\u306e\u5065\u5168\u6027\u3001\u6c17\u8c61\u30d1\u30bf\u30fc\u30f3\u3092\u76e3\u8996\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u8fb2\u5bb6\u306f\u3001\u704c\u6f11\u3001\u5bb3\u866b\u99c6\u9664\u3001\u53ce\u7a6b\u306b\u95a2\u3057\u3066\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u3001\u6700\u9069\u306a\u4f5c\u7269\u53ce\u91cf\u3068\u8cc7\u6e90\u5229\u7528\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
- \n
- \u5de5\u696d\u88fd\u9020<\/strong><\/li>\n<\/ul>\n
\u88fd\u9020\u5de5\u5834\u306eIoT\u30c7\u30d0\u30a4\u30b9\u306f\u3001\u6a5f\u68b0\u306e\u6027\u80fd\u3001\u751f\u7523\u901f\u5ea6\u3001\u88fd\u54c1\u54c1\u8cea\u306b\u95a2\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002 \u72b6\u6cc1\u8a8d\u8b58\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u7570\u5e38\u3084\u6a5f\u5668\u306e\u6545\u969c\u3092\u691c\u51fa\u3057\u3066\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30a2\u30e9\u30fc\u30c8\u3092\u30c8\u30ea\u30ac\u3057\u305f\u308a\u3001\u751f\u7523\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3057\u3066\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u51fa\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
- \n
- \u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3<\/strong><\/li>\n<\/ul>\n
\u90fd\u5e02\u74b0\u5883\u3067\u306f\u3001IoT\u30bb\u30f3\u30b5\u30fc\u3068\u30ab\u30e1\u30e9\u304c\u3001\u4ea4\u901a\u6e0b\u6ede\u3001\u5927\u6c17\u8cea\u3001\u5ec3\u68c4\u7269\u7ba1\u7406\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u72b6\u6cc1\u3092\u8a8d\u8b58\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u4ea4\u901a\u3092\u518d\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u516c\u5171\u4ea4\u901a\u6a5f\u95a2\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u6700\u9069\u5316\u3057\u3001\u72b6\u6cc1\u306e\u5909\u5316\u306b\u57fa\u3065\u3044\u3066\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u3092\u7ba1\u7406\u3057\u3066\u3001\u90fd\u5e02\u306e\u751f\u6d3b\u306e\u8cea\u3092\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
- \n
- \u30d8\u30eb\u30b9\u30b1\u30a2<\/strong><\/li>\n<\/ul>\n
\u533b\u7642\u74b0\u5883\u3067\u306f\u3001\u30a6\u30a7\u30a2\u30e9\u30d6\u30eb\u30d8\u30eb\u30b9\u30e2\u30cb\u30bf\u30fc\u3084\u30b9\u30de\u30fc\u30c8\u533b\u7642\u6a5f\u5668\u306a\u3069\u306eIoT\u30c7\u30d0\u30a4\u30b9\u304c\u60a3\u8005\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002 \u72b6\u6cc1\u3092\u8a8d\u8b58\u3057\u305f\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u3001\u533b\u7642\u5f93\u4e8b\u8005\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5065\u5eb7\u30a2\u30e9\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u60a3\u8005\u30b1\u30a2\u3068\u5fdc\u7b54\u6642\u9593\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
<\/p>\n
\u30c9\u30e1\u30a4\u30f3\u306e\u5c02\u9580\u77e5\u8b58\u306e\u6311\u6226<\/h4>\n
\u3053\u308c\u3089\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3059\u3079\u3066\u3001\u5171\u901a\u306e\u8ab2\u984c\u3092\u5171\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30ab\u30fc\u306f\u3001\u95a2\u5fc3\u306e\u3042\u308b\u72b6\u6cc1\u3092\u691c\u51fa\u3057\u305f\u5834\u5408\u3067\u3082\u3001\u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30ab\u30fc\u306f\u3001\u63d0\u793a\u3055\u308c\u305f\u60c5\u5831\u3092\u89e3\u91c8\u3057\u3001\u5bfe\u5fdc\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u76f8\u5f53\u306a\u91cf\u306e\u7d4c\u9a13\u3068\u6a5f\u95a2\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002 \u6280\u8853\u8005\u3068\u81e8\u5e8a\u533b\u304c\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u77e5\u8b58\u3068\u30c7\u30fc\u30bf\u4f53\u7cfb\u306f\u3001\u5e83\u7bc4\u3067\u7d99\u7d9a\u7684\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u60c5\u5831\u306e\u4e00\u90e8\u306f\u3001\u30a2\u30af\u30bb\u30b9\u304c\u56f0\u96e3\u3067\u3042\u308b\u304b\u3001\u6d88\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u60c5\u5831\u904e\u8ca0\u8377\u3067\u5bfe\u5fdc\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u30ed\u30c3\u30af\u3055\u308c\u3001\u6709\u7528\u306a\u60c5\u5831\u6e90\u3092\u7121\u8996\u3059\u308b\u539f\u56e0\u3068\u306a\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u9ad8\u9f62\u5316\u3059\u308b\u52b4\u50cd\u529b\u3067\u306f\u3001\u5931\u308f\u308c\u305f\u5834\u5408\u3001\u591a\u304f\u306e\u6a5f\u95a2\u77e5\u8b58\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3067\u305d\u306e\u60c5\u5831\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u4e0d\u5341\u5206\u3067\u3042\u308a\u3001\u7d4c\u9a13\u306e\u6d45\u3044\u77e5\u8b58\u30ef\u30fc\u30ab\u30fc\u306e\u60c5\u5831\u30aa\u30fc\u30d0\u30fc\u30ed\u30fc\u30c9\u3092\u3055\u3089\u306b\u5897\u52a0\u3055\u305b\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n
ChatGPT\u3084\u305d\u306e\u4ed6\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u306e\u751f\u6210AI\u30c4\u30fc\u30eb\u306f\u3001\u4eca\u65e5\u306e\u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30ab\u30fc\u306b\u3088\u3063\u3066\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
- \n
- \u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u72b6\u6cc1\u8a8d\u8b58\u306b\u6b20\u3051\u3001IoT\u306b\u3088\u3063\u3066\u76e3\u8996\u3055\u308c\u308b\u3079\u304d\u6642\u9593\u7684\u306a\u72b6\u6cc1\u306e\u73fe\u5728\u306e\u72b6\u6cc1\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u3092\u6301\u3063\u3066\u3044\u307e\u305b\u3093\uff08ICU\u306e\u6226\u95d8\u7a7a\u9593\u3084\u60a3\u8005\u306e\u5065\u5eb7\u72b6\u614b\u306b\u4e89\u3044\u3092\u8d77\u3053\u3057\u307e\u3057\u3087\u3046\uff09\u3002<\/li>\n
- \u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30ab\u30fc\u304c\u4fdd\u6709\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306b\u5fc5\u8981\u3068\u3059\u308b\u6b74\u53f2\u7684\u307e\u305f\u306f\u5c02\u6709\u7684\u306a\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\uff08\u60a3\u8005\u306e\u533b\u7642\u8a18\u9332\u3092\u8003\u3048\u3066\u304f\u3060\u3055\u3044\uff09\u3002<\/li>\n
- \u307b\u3068\u3093\u3069\u306eLLM\u306f\u30012021\u5e74\u9803\u304b\u3089\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3001\u53e4\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n
- LLM\u306f\u3001\u7279\u306b\u77db\u76fe\u3059\u308b\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3055\u308c\u305f\u3068\u304d\u3001\u307e\u305f\u306f\u5143\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u30c7\u30fc\u30bf\u304c\u6b20\u843d\u3057\u3066\u3044\u305f\u3068\u304d\u306b\u3001\u5e7b\u899a\u306e\u5f71\u97ff\u3092\u53d7\u3051\u3084\u3059\u3044\u3067\u3059\u3002 \u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306e\u5fae\u8abf\u6574\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u9ad8\u5ea6\u306b\u5c02\u9580\u5316\u3055\u308c\u3001\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u3001\u6642\u9593\u306e\u304b\u304b\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/li>\n
- LLM\u304b\u3089\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u9069\u5207\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306f\u3001\u8907\u96d1\u306a\u53d6\u308a\u7d44\u307f\u3067\u3059\u3002<\/li>\n<\/ul>\n
\u5168\u4f53\u7684\u306b\u898b\u308b\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5370\u8c61\u7684\u306a\u3067\u3059\u304c\u3001\u4ed5\u4e8b\u95a2\u9023\u306e\u6d3b\u52d5\u306b\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30ab\u30fc\u306b\u3068\u3063\u3066\u306f\u6709\u7528\u6027\u304c\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002 90\u5e74\u4ee3\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u540c\u69d8\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u8cea\u554f\u3092\u52b9\u679c\u7684\u306b\u30d5\u30ec\u30fc\u30ba\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3070\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002 \u5fc5\u8981\u306a\u60c5\u5831\u304c\u5229\u7528\u3067\u304d\u306a\u3044\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u9650\u3089\u308c\u305f\u652f\u63f4\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u65e2\u5b58\u306e\u77e5\u8b58\u3068\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5fc5\u8981\u306a\u60c5\u5831\u3092\u898b\u3064\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u72b6\u6cc1\u8a8d\u8b58\u306b\u306f\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u5fc5\u8981\u3067\u3059<\/h4>\n
![\"\"](\"https:\/\/vantiq.com\/wp-content\/uploads\/2024\/01\/Vantiq-GenAI-Arch-1-300x155.png\")
<\/p>\n<\/p>\n
\u72b6\u6cc1\u8a8d\u8b58\u306eIoT\u30b9\u30bf\u30a4\u30eb\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092LLM\u3068\u7d71\u5408\u3057\u3001\uff08RAG\uff08Retrieval Augmented Generation\uff09\u3001\u81ea\u52d5\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3078\u306e\u6b74\u53f2\u7684\u306a\u60c5\u5831\u306e\u81ea\u52d5\u5305\u542b\u3001React\u306a\u3069\u306e\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3093\u3067LLM\u306b\u30bf\u30b9\u30af\u56fa\u6709\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u6ce8\u5165\u3059\u308b\uff09\u306a\u3069\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u72b6\u6cc1\u8a8d\u8b58\u3092\u7ba1\u7406\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u524d\u8ff0\u306e\u3059\u3079\u3066\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u30ef\u30fc\u30ab\u30fc\u306e\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
- \n
- \u81ea\u52d5\u30d7\u30ed\u30f3\u30d7\u30c8<\/strong><\/li>\n<\/ul>\n
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- \n
- RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/strong><\/li>\n<\/ul>\n
RAG\u306f\u3001\u5916\u90e8\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3066\u3001\u5916\u90e8\u60c5\u5831\u6e90\u3092\u30e2\u30c7\u30eb\u306b\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002 RAG\u306f\u3001\u6700\u65b0\u306e\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u4e8b\u5b9f\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u4fdd\u8a3c\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30e2\u30c7\u30eb\u306e\u4e3b\u5f35\u306e\u6b63\u78ba\u3055\u3068\u4fe1\u983c\u6027\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u306a\u3069\u3001\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u3053\u308c\u306b\u3088\u308a\u3001\u5e7b\u899a\u3092\u4e88\u9632\u3057\u3001LLM\u306f\u3001\u3082\u3068\u3082\u3068\u8a13\u7df4\u3055\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u88ab\u9a13\u8005\u3084\u60c5\u5831\u306b\u95a2\u9023\u3059\u308b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
- \n
- \u6b74\u53f2\u7684\u60c5\u5831\u306e\u7d44\u307f\u5408\u308f\u305b<\/strong><\/li>\n<\/ul>\n
LLM\u306f\u3001\u72b6\u6cc1\u8a8d\u8b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u95a2\u5fc3\u306e\u3042\u308b\u7279\u5b9a\u306e\u72b6\u6cc1\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8a73\u7d30\u306b\u3064\u3044\u3066\u306e\u8a8d\u8b58\u3092\u6b20\u3044\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u60c5\u5831\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u81ea\u52d5\u7684\u306b\u8ffd\u52a0\u3055\u308c\u3001\u73fe\u5728\u306e\u72b6\u6cc1\u306b\u3088\u308a\u5177\u4f53\u7684\u306bRAG\u5185\u306e\u60c5\u5831\u691c\u7d22\u3092\u5fae\u8abf\u6574\u3057\u3066\u6307\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u6a5f\u68b0\u306e\u30a8\u30a2\u30d5\u30a3\u30eb\u30bf\u30fc\u304c2\u9031\u9593\u524d\u306b\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3001\u30a8\u30a2\u30d5\u30a3\u30eb\u30bf\u30fc\u306e\u6b63\u3057\u3044\u914d\u7f6e\u3068\u53d6\u308a\u4ed8\u3051\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u3001\u8a3a\u65ad\u30b9\u30c6\u30c3\u30d7\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u5f79\u7acb\u3064\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
<\/h4>\n
\u307e\u3068\u3081<\/h4>\n
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IoT\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u72b6\u6cc1\u8a8d\u8b58\u306e\u5fc5\u8981\u6027 \u591a\u304f\u306eIoT\u3084\u305d\u306e\u4ed6\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b9\u30bf\u30a4\u30eb\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 […]<\/p>\n","protected":false},"author":16,"featured_media":21860,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[216],"tags":[],"class_list":["post-22426","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-216"],"acf":[],"yoast_head":"\n
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