{"id":33129,"date":"2024-08-08T13:17:44","date_gmt":"2024-08-08T13:17:44","guid":{"rendered":"https:\/\/training.linuxfoundation.org\/?post_type=product&#038;p=33129"},"modified":"2025-07-28T21:06:49","modified_gmt":"2025-07-28T21:06:49","slug":"retrieval-augmented-generation-rag-intro-rxm403","status":"publish","type":"product","link":"https:\/\/training.linuxfoundation.org\/ja\/training\/retrieval-augmented-generation-rag-intro-rxm403\/","title":{"rendered":"Retrieval Augmented Generation (RAG) Introduction (RXM403)"},"content":{"rendered":"<div id=\"lf-pdp-header\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-8 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"lf-pdp-breadcrumbs\"><a   href=\"https:\/\/training.linuxfoundation.org\/ja\/\">\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/a> &gt; <a target=\"_blank\"  href=\"https:\/\/training.linuxfoundation.org\/ja\/full-catalog\/?_sft_topic_area=ai-machine-learning\">AI \/\u6a5f\u68b0\u5b66\u7fd2<\/a> &gt; Retrieval Augmented Generation (RAG) Introduction (RXM403)<\/div>\n<div class=\"lf-pdp-icon-with-text-container\">\n    <div class=\"lf-pdp-icon-with-text\">\n        <img decoding=\"async\" class=\"vc_hidden-xs vc_hidden-sm\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/user-white.svg\">\n\t\t            <img decoding=\"async\" class=\"vc_hidden-md vc_hidden-lg\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/user-blue.svg\">\n\t\t        <span>\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u4e3b\u5c0e\u306e\u30b3\u30fc\u30b9<\/span>\n    <\/div>\n<\/div>\n<div class=\"lf-pdp-fundamental-header-container\"><h1 class='lf-pdp-fundamental-header' >Retrieval Augmented Generation (RAG) Introduction (RXM403)<\/h1><\/div>\n<div class=\"wpb_text_column wpb_content_element  lf-pdp-header-text\" >\n\t<p><span style=\"font-size: 1.4em;\">\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306b\u3064\u3044\u3066\u3001\u307e\u305f RAG \u304c\u751f\u6210\u30d9\u30fc\u30b9\u3068\u691c\u7d22\u30d9\u30fc\u30b9\u306e AI \u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001LLM \u306e\u5f37\u529b\u306a\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3059\u3002RAG \u306e\u4ed5\u7d44\u307f\u3068\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 \u30d1\u30fc\u30c4\u304b\u3089\u7d44\u307f\u7acb\u3066\u3089\u308c\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 1.4em;\">\u3042\u306a\u305f\u306b\u3068\u3063\u3066\u306e\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8:<\/span><\/p>\n<p><span style=\"font-size: 1.4em;\">\u2714 \u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u4e3b\u5c0e\u306e\u30e9\u30a4\u30d6\u30cf\u30f3\u30ba\u30aa\u30f3\u30e9\u30dc<\/span><br \/>\n<span style=\"font-size: 1.4em;\">\u2714 \u72ec\u81ea\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b<\/span><br \/>\n<span style=\"font-size: 1.4em;\">\u2714 RAG\u3092\u4f7f\u7528\u3057\u3066LLM\u51fa\u529b\u3092\u6539\u826f\u3059\u308b<\/span><\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"lf-pdp-content\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-8 lf-pdp-global-container wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"lf_pdp_fundamentals_who_is_it_for_view\" class=\"lf-pdp-component-container\">\n\t        <section class=\"lf-pdp-bl\" id=\"who_is_it_for_YDuzk8T9T\" data-section-see=\"0\" data-section-lines=\"6\">\n            <img decoding=\"async\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/who-is-it-for.png\">\n            <div class=\"lf-pdp-title\">\u3053\u306e\u30b3\u30fc\u30b9\u306f\u79c1\u306b\u3069\u306e\u3088\u3046\u306a\u5229\u76ca\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u304b?<\/div>\n            <hr>\n            <div class=\"lf-pdp-content\">\n                <div class=\"lf-pdp-content-body\"><\/p>\n<ul>\n<li>LLM\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b<\/li>\n<li>RAG\u3067\u7af6\u4e89\u529b\u306e\u3042\u308b\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b<\/li>\n<li>\u30ad\u30e3\u30ea\u30a2\u30a2\u30c3\u30d7<\/li>\n<\/ul>\n<p><\/div>\n                <a href=\"\" class=\"lf-pdp-content-see\" data-section-id=\"who_is_it_for_YDuzk8T9T\">\n                    <span data-see=\"0\">\u5c11\u306a\u304f\u8aad\u3080<\/span>\n                    <span data-see=\"1\">\u7d9a\u304d\u3092\u8aad\u3080<\/span>\n                <\/a>\n            <\/div>\n\n        <\/section>\n\t        <section class=\"lf-pdp-bl\" id=\"who_is_it_for_HtvRAHXSt\" data-section-see=\"0\" data-section-lines=\"6\">\n            <img decoding=\"async\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/what-you-will-learn.png\">\n            <div class=\"lf-pdp-title\">\u3053\u306e\u30b3\u30fc\u30b9\u306e\u30e6\u30cb\u30fc\u30af\u306a\u70b9\u306f\u4f55\u3067\u3059\u304b?<\/div>\n            <hr>\n            <div class=\"lf-pdp-content\">\n                <div class=\"lf-pdp-content-body\">\u5b9f\u8df5\u7684\u306a\u30e9\u30dc\u3067\u306f\u3001\u65e2\u5b58\u306e LLM \u304a\u3088\u3073 AI \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066 RAG \u3092\u958b\u767a\u3057\u3001\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u306b RAG \u30c6\u30af\u30cb\u30c3\u30af\u3092\u9069\u7528\u3057\u307e\u3059\u3002<\/div>\n                <a href=\"\" class=\"lf-pdp-content-see\" data-section-id=\"who_is_it_for_HtvRAHXSt\">\n                    <span data-see=\"0\">\u5c11\u306a\u304f\u8aad\u3080<\/span>\n                    <span data-see=\"1\">\u7d9a\u304d\u3092\u8aad\u3080<\/span>\n                <\/a>\n            <\/div>\n\n        <\/section>\n\t        <section class=\"lf-pdp-bl\" id=\"who_is_it_for_sEfvTm1mS\" data-section-see=\"0\" data-section-lines=\"6\">\n            <img decoding=\"async\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/what-it-prepares-you-for.png\">\n            <div class=\"lf-pdp-title\">\u3053\u306e\u30b3\u30fc\u30b9\u304b\u3089\u8ab0\u304c\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304b?<\/div>\n            <hr>\n            <div class=\"lf-pdp-content\">\n                <div class=\"lf-pdp-content-body\">AI\/ML \u958b\u767a\u8005\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304a\u3088\u3073\u30c7\u30fc\u30bf \u30a8\u30f3\u30b8\u30cb\u30a2\u3001IT \u304a\u3088\u3073 QA \u30b9\u30bf\u30c3\u30d5\u3002\u30c6\u30af\u30cb\u30ab\u30eb \u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306a\u3069\u3002<\/div>\n                <a href=\"\" class=\"lf-pdp-content-see\" data-section-id=\"who_is_it_for_sEfvTm1mS\">\n                    <span data-see=\"0\">\u5c11\u306a\u304f\u8aad\u3080<\/span>\n                    <span data-see=\"1\">\u7d9a\u304d\u3092\u8aad\u3080<\/span>\n                <\/a>\n            <\/div>\n\n        <\/section>\n\t<\/div>\n<div class=\"lf_pdp_fundamentals-course_outline lf-pdp-component-container\" id=\"UxnWW\" data-see_more=\"0\">\n    <section class=\"lf_pdp_fundamentals-course_outline-title\">\n        <span>\u304a\u3082\u306a\u30c6\u30fc\u30de<\/span>\n\t\t            <span class=\"lf_pdp_fundamentals-course_outline-expand\" data-state=\"0\">\n\t\t\t<div data-state=\"1\">\u3059\u3079\u3066\u5c55\u958b<\/div>\n\t\t\t<div data-state=\"0\">\u3059\u3079\u3066\u6298\u308a\u305f\u305f\u3080<\/div>\n\t\t<\/span>\n\t\t    <\/section>\n    <section class=\"lf_pdp_fundamentals-course_outline-content\">\n\t\t                <article class=\"lf_pdp_fundamentals-course_outline-content-article\" id=\"vYZdc-1\" data-group-active=\"0\">\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-row lf_pdp_fundamentals-action\" data-id=\"vYZdc-1\" onclick=\"lfPdPLandingFnc.lf_pdp_fundamentals_course_chapter_group(this)\">\n                        <img decoding=\"async\" class=\"lf_pdp_fundamentals-course_outline-content-article-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/monitor.png\">\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-text\">\u30e2\u30b8\u30e5\u30fc\u30eb 1: LLM \u306e\u6982\u8981<\/span>\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-group-button\"><\/span>\n                    <\/section>\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-group\">\n\t\t\t\t\t\t- \u30e9\u30dc: LLM \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u69cb\u7bc9                    <\/section>\n                <\/article>\n\t\t\t\t\t\t                <article class=\"lf_pdp_fundamentals-course_outline-content-article\" id=\"XQASr-2\" data-group-active=\"0\">\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-row lf_pdp_fundamentals-action\" data-id=\"XQASr-2\" onclick=\"lfPdPLandingFnc.lf_pdp_fundamentals_course_chapter_group(this)\">\n                        <img decoding=\"async\" class=\"lf_pdp_fundamentals-course_outline-content-article-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/monitor.png\">\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-text\">\u30e2\u30b8\u30e5\u30fc\u30eb 2: RAG \u306e\u6982\u8981<\/span>\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-group-button\"><\/span>\n                    <\/section>\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-group\">\n\t\t\t\t\t\t- \u30e9\u30dc: \u30c7\u30fc\u30bf\u53ce\u96c6\u3068\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0                    <\/section>\n                <\/article>\n\t\t\t\t\t\t                <article class=\"lf_pdp_fundamentals-course_outline-content-article\" id=\"IMtgl-3\" data-group-active=\"0\">\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-row lf_pdp_fundamentals-action\" data-id=\"IMtgl-3\" onclick=\"lfPdPLandingFnc.lf_pdp_fundamentals_course_chapter_group(this)\">\n                        <img decoding=\"async\" class=\"lf_pdp_fundamentals-course_outline-content-article-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/monitor.png\">\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-text\">\u30e2\u30b8\u30e5\u30fc\u30eb 3: \u30d9\u30af\u30bf\u30fc \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u57cb\u3081\u8fbc\u307f<\/span>\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-group-button\"><\/span>\n                    <\/section>\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-group\">\n\t\t\t\t\t\t- \u30e9\u30dc: \u57cb\u3081\u8fbc\u307f\u306e\u4f5c\u6210\u3068\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f                    <\/section>\n                <\/article>\n\t\t\t\t\t\t                <article class=\"lf_pdp_fundamentals-course_outline-content-article\" id=\"cSD44-4\" data-group-active=\"0\">\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-row lf_pdp_fundamentals-action\" data-id=\"cSD44-4\" onclick=\"lfPdPLandingFnc.lf_pdp_fundamentals_course_chapter_group(this)\">\n                        <img decoding=\"async\" class=\"lf_pdp_fundamentals-course_outline-content-article-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/monitor.png\">\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-text\">\u30e2\u30b8\u30e5\u30fc\u30eb 4: RAG \u30c6\u30af\u30cb\u30c3\u30af\u3068\u62e1\u5f35\u6a5f\u80fd<\/span>\n                        <span class=\"lf_pdp_fundamentals-course_outline-content-article-group-button\"><\/span>\n                    <\/section>\n                    <section class=\"lf_pdp_fundamentals-course_outline-content-article-group\">\n\t\t\t\t\t\t- \u30e9\u30dc: \u6700\u7d42\u7684\u306a RAG \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9                    <\/section>\n                <\/article>\n\t\t\t\t\t\t    <\/section>\n    <section class=\"lf_pdp_fundamentals-course_outline-see_more\">\n        <hr>\n        <button class=\"lf_pdp_fundamentals-course_outline-see_more-button\" data-id=\"UxnWW\" onclick=\"lf_pdp_fundamentals_course_see_more(this)\">\n            <img decoding=\"async\" class=\"lf_pdp_fundamentals-course_outline-see_more-button-icon\" src=\"\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/plus-circle.png\">\n        <\/button>\n    <\/section>\n\t<\/div>\n\n<div class=\"lf_pdp_fundamentals-prerequisites-lab-info lf-pdp-component-container\" id=\"13JP6CBH4m\" data-active=\"false\">\n\t<div class=\"lf_pdp_fundamentals-prerequisites-lab-info-top\" onclick=\"lf_pdp_fundamentals_prerequisites_info('13JP6CBH4m')\">\n\t\t<span>\u524d\u63d0\u6761\u4ef6<\/span>\n\t\t<svg class=\"lf_pdp_fundamentals-prerequisites-lab-info-icon\" viewbox=\"0 0 20 20\">\n\t\t\t<path d=\"M10 4.16666V15.8333\"\/>\n\t\t\t<path d=\"M4.1665 10H15.8332\"\/>\n\t\t<\/svg>\n\t<\/div>\n\t<section class=\"lf_pdp_fundamentals-prerequisites-lab-info-content\">\n\t\t<article class=\"lf_pdp_fundamentals-prerequisites-lab-info-content-title\">\u53c2\u52a0\u8005\u306f\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\uff08\u3067\u304d\u308c\u3070Python\uff09\u3068\u3001<br \/>\n\u6570\u5b66\u3068\u7d71\u8a08\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d4c\u9a13\u3002<\/article>\n\t<\/section>\n<\/div>\n<div class=\"lf_pdp_fundamentals-exam_details lf-pdp-component-container\">\n\t<section class=\"lf_pdp_fundamentals-exam_details-title\">\u3053\u306e\u30b3\u30fc\u30b9\u306b\u3064\u3044\u3066<\/section>\n\t<section class=\"lf_pdp_fundamentals-exam_details-content\">\n\t\t\t\t\t<div class=\"translation-block\">Linux Foundation\u306f\u3001<a href=\"https:\/\/rx-m.com\/\" target=\"_self\">rx-m<\/a>\u306eAI\/ML\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3068\u63d0\u643a\u3057\u3001\u3053\u306e\u30b3\u30fc\u30b9\u3092\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/section>\n<\/div>\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 lf-pdp-content-sidebar wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-border-radius=\"none\" data-shadow=\"none\" data-animation=\"none\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\" data-hover-animation=\"none\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"628\" width=\"1200\" data-animation=\"none\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/uploads\/2024\/09\/RXM403_sg-1.png\" alt=\"\" srcset=\"https:\/\/training.linuxfoundation.org\/wp-content\/uploads\/2024\/09\/RXM403_sg-1.png 1200w, https:\/\/training.linuxfoundation.org\/wp-content\/uploads\/2024\/09\/RXM403_sg-1-300x157.png 300w, https:\/\/training.linuxfoundation.org\/wp-content\/uploads\/2024\/09\/RXM403_sg-1-1024x536.png 1024w, https:\/\/training.linuxfoundation.org\/wp-content\/uploads\/2024\/09\/RXM403_sg-1-768x402.png 768w, https:\/\/training.linuxfoundation.org\/wp-content\/uploads\/2024\/09\/RXM403_sg-1-18x9.png 18w\" sizes=\"auto, (min-width: 1450px) 75vw, (min-width: 1000px) 85vw, 100vw\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div><div class=\"lf_pdp_fundamentals-buy\">\n    <section class=\"lf_pdp_fundamentals-buy-body\">\n        <article class=\"lf_pdp_fundamentals-buy-body-card\" data-type=\"price-only\">\n            <section class=\"lf_pdp_fundamentals-buy-body-card-row\">\n                <section class=\"lf_pdp_fundamentals-buy-body-card-info\">\n                    <div class=\"lf_pdp_fundamentals-buy-body-card-info-price\">\n\t\t\t\t\t\t\t\t\t\t\t\t $695                    <\/div>\n                <\/section>\n            <\/section>\n        <\/article>\n\t\t\t\t\t\t\t\t\t                <article class=\"lf_pdp_fundamentals-buy-body-card\"  data-type=\"add-to-cart\">\n                    <section class=\"lf_pdp_fundamentals-buy-body-card-row\">\n                        <section class=\"lf_pdp_fundamentals-buy-body-card-info\">\n                            <div class=\"lf_pdp_fundamentals-buy-body-card-info-title\">2026\u5e7411\u670830\u65e5<\/div>\n                            <div class=\"lf_pdp_fundamentals-buy-body-card-info-description\">\u5348\u524d9:00\u304b\u3089\u5348\u5f8c5:00\u307e\u3067<\/div>\n                            <div class=\"lf_pdp_fundamentals-buy-body-card-info-description\">\u30d0\u30fc\u30c1\u30e3\u30eb\u3001\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u4e3b\u5c0e<\/div>\n\t\t\t\t\t\t\t                        <\/section>\n                        <section class=\"lf_pdp_fundamentals-buy-body-card-info\">\n\t\t\t\t\t\t\t<a class=\"lf_pdp_fundamentals-buy-body-card-info-button\" href=\"https:\/\/checkout.ed.linuxfoundation.org\/cart?sku=RXM403_20261130_PUBL_VIRT_USCT\">\u4eca\u3059\u3050\u767b\u9332<\/a>                            <a class=\"lf_pdp_fundamentals-buy-body-card-info-quote\" href=\"https:\/\/training.linuxfoundation.org\/ja\/training\/quote\/?id=RXM403,33129&#038;date=d5597843-88bb-484b-805a-8bbf6c6e0056\">\u898b\u7a4d\u3082\u308a\u3092\u5165\u624b\u3059\u308b<\/a>\n                        <\/section>\n                    <\/section>\n                <\/article>\n\t\t\t\t\t    <\/section>\n\t        <div class=\"lf_pdp_partner_container\">\n\t\t\t\u65e5\u4ed8\u304c\u5408\u308f\u306a\u3044\uff1f <a href=\"\/ja\/training\/regional-training\/classes\/\">-<\/a>\n        <\/div>\n\t<\/div>\n<div class=\"lf_pdp_fundamentals-buy\">\n\t<section class=\"lf_pdp_fundamentals-buy-end\"><a href=\"\/ja\/about\/money-back-guarantee\/\">100%\u8fd4\u91d1\u4fdd\u8a3c<\/a><\/section>\n<\/div>\n<div class=\"lf_pdp_fundamentals-includes lf-pdp-component-container\" id=\"fkWUn\" >\n    <section class=\"lf_pdp_fundamentals-includes-title\" >\n\t\t\u542b\u307e\u308c\u3066\u3044\u308b\u3082\u306e        <button class=\"lf_pdp_fundamentals-includes-title-button\"><\/button>\n    <\/section>\n    <section class=\"lf_pdp_fundamentals-includes-content\">\n\t\t\t\t\t            <article >\n\t\t\t\t                    <img decoding=\"async\" class=\"lf_pdp_fundamentals-includes-content-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/include-1.png\">\n\t\t\t\t                <span>\n                    \u30e9\u30a4\u30d6\u30aa\u30f3\u30e9\u30a4\u30f3 (\u30d0\u30fc\u30c1\u30e3\u30eb) \u307e\u305f\u306f\u30e9\u30a4\u30d6 (\u30af\u30e9\u30b9)                                    <\/span>\n            <\/article>\n\t\t\t\t\t            <article >\n\t\t\t\t                    <img decoding=\"async\" class=\"lf_pdp_fundamentals-includes-content-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/include-2.png\">\n\t\t\t\t                <span>\n                    \u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u4e3b\u5c0e\u306e\u6388\u696d1\u65e5                                    <\/span>\n            <\/article>\n\t\t\t\t\t            <article >\n\t\t\t\t                    <img decoding=\"async\" class=\"lf_pdp_fundamentals-includes-content-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/include-3.png\">\n\t\t\t\t                <span>\n                    \u30cf\u30f3\u30ba\u30aa\u30f3\u30e9\u30dc                                    <\/span>\n            <\/article>\n\t\t\t\t\t            <article >\n\t\t\t\t                    <img decoding=\"async\" class=\"lf_pdp_fundamentals-includes-content-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/include-4.png\">\n\t\t\t\t                <span>\n                    \u30ea\u30bd\u30fc\u30b9                                    <\/span>\n            <\/article>\n\t\t\t\t\t            <article >\n\t\t\t\t                    <img decoding=\"async\" class=\"lf_pdp_fundamentals-includes-content-icon\" src=\"https:\/\/training.linuxfoundation.org\/wp-content\/mu-plugins\/lf-owls-pdp\/assets\/images\/pdp-fundamentals\/include-5.png\">\n\t\t\t\t                <span>\n                    \u4fee\u4e86\u8a3c                                    <\/span>\n            <\/article>\n\t\t    <\/section>\n<\/div>\n<div class=\"lf_pdp_fundamentals-get_quote lf-pdp-component-container\">\n\t\t        <section class=\"lf_pdp_fundamentals-get_quote-content\">\n            <article class=\"translation-block\"><span>\u304a\u5f79\u7acb\u3066\u304f\u3060\u3055\u3044\uff1a<a target=\"_blank\" href=\"https:\/\/training.linuxfoundation.org\/ja\/training\/convince-your-boss\/?id=LFWS313,34924\">\u4e0a\u53f8\u3092\u8aac\u5f97\u3059\u308b<\/a>\u305f\u3081\u306e\u8cc7\u6599<\/span><\/article>\n        <\/section>\n\t<\/div>\n<div class=\"lf_pdp_fundamentals-experience_level lf-pdp-component-container\">\n\t<section class=\"lf_pdp_fundamentals-experience_level-title\">\n\t\t<span><strong>\u7d4c\u9a13\u30ec\u30d9\u30eb\uff1a<\/strong> \u4e2d\u7d1a<\/span>\n\t<\/section>\n<\/div>\n<div class=\"lf_pdp_fundamentals-training_more lf-pdp-component-container\">\n\t<section class=\"lf_pdp_fundamentals-training_more-content\"><span>10\u4eba\u4ee5\u4e0a\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u3054\u5e0c\u671b\u306a\u3089<\/span><a   href=\"https:\/\/training.linuxfoundation.org\/ja\/solutions\/corporate-solutions\/\"><span>\u4f01\u696d\u898b\u7a4d\u3082\u308a\u3092\u53d6\u5f97<\/span><\/a><\/section>\n<\/div>\n<div class=\"lf_pdp_fundamentals-training_more lf-pdp-component-container\">\n\t<section class=\"lf_pdp_fundamentals-training_more-content\"><span>\u81ea\u5206\u4ee5\u5916\u306e\u4eba\u3092\u767b\u9332\u3059\u308b\u306b\u306f\uff1f<\/span><a   href=\"https:\/\/training.linuxfoundation.org\/ja\/about\/faqs\/search\/?_sf_s=How%20to%20register%20someone%20other%20than%20yourself%3F\"><span>\u3053\u3061\u3089\u3092\u53c2\u7167<\/span><\/a><\/section>\n<\/div>\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u3064\u3044\u3066\u5b66\u3073\u3001RAG\u304c\u751f\u6210\u578bAI\u30e2\u30c7\u30eb\u3068\u691c\u7d22\u578bAI\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001LLM\u306e\u5f37\u529b\u306a\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002\u3053\u306e1\u65e5\u9593\u3001<\/p>","protected":false},"author":92,"featured_media":35356,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[135],"tags":[],"topic_area":[282],"projects":[],"class_list":["post-33129","product","type-product","status-publish","has-post-thumbnail","category-sys-admin","course_mode-instructor-led","difficulty_level-intermediate","topic_area-ai-machine-learning","technology-ai"],"certification_logo_url":"","product_code":"RXM403","acf":[],"_links":{"self":[{"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/products\/33129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/products"}],"about":[{"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/types\/product"}],"author":[{"embeddable":true,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/users\/92"}],"version-history":[{"count":9,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/products\/33129\/revisions"}],"predecessor-version":[{"id":33635,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/products\/33129\/revisions\/33635"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/media\/35356"}],"wp:attachment":[{"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/media?parent=33129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/categories?post=33129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/tags?post=33129"},{"taxonomy":"topic_area","embeddable":true,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/topic_area?post=33129"},{"taxonomy":"projects","embeddable":true,"href":"https:\/\/training.linuxfoundation.org\/ja\/wp-json\/wp\/v2\/projects?post=33129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}