{"id":24639,"date":"2026-08-03T18:00:00","date_gmt":"2026-08-03T09:00:00","guid":{"rendered":"https:\/\/highreso.jp\/edgehub\/?p=24639"},"modified":"2026-08-03T18:52:31","modified_gmt":"2026-08-03T09:52:31","slug":"pixelrag","status":"publish","type":"post","link":"https:\/\/highreso.jp\/edgehub\/machinelearning\/pixelrag.html","title":{"rendered":"Claude Code\u3067PixelRAG\u3092\u4f7f\u3046\u65b9\u6cd5\u30102026\u5e748\u6708\u7248\u3011\u30d3\u30b8\u30e5\u30a2\u30ebRAG\u3067\u8868\u30fb\u56f3\u89e3\u5165\u308a\u6587\u66f8\u3092\u691c\u7d22\uff01"},"content":{"rendered":"\n<p>\u300cPixelRAG\u300d\u306fWeb\u30da\u30fc\u30b8\u3084PDF\u3001\u753b\u50cf\u3092\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u306a\u304f\u201c\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u201d\u3068\u3057\u3066\u6271\u3044\u3001\u8868\u3084\u30b0\u30e9\u30d5\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u4fdd\u3063\u305f\u307e\u307e\u691c\u7d22\u30fb\u53c2\u7167\u3067\u304d\u308b\u30d3\u30b8\u30e5\u30a2\u30ebRAG\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u30d7\u30e9\u30b0\u30a4\u30f3\u7d4c\u7531\u3067\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304b\u3089\u5b9f\u969b\u306e\u4f7f\u3044\u65b9\u3001\u901a\u5e38\u306e\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9RAG\u3068\u306e\u4f7f\u3044\u5206\u3051\u3001\u3064\u307e\u305a\u304d\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u3001Claude Code\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u5b9f\u8df5\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-fz u-fz-l\"><strong>\u3053\u306e\u8a18\u4e8b\u3067\u5206\u304b\u308b\u3053\u3068<\/strong><\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Claude Code\u3092\u696d\u52d9\u3067\u4f7f\u3063\u3066\u3044\u308b\u4e2d\u7d1a\u30a8\u30f3\u30b8\u30cb\u30a2<\/li>\n\n\n\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8868\u30fb\u56f3\u89e3\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u542b\u3081\u3066\u691c\u7d22\u30fb\u7406\u89e3\u3057\u305f\u3044\u4eba<\/li>\n\n\n\n<li>\u901a\u5e38\u306e\u30c6\u30ad\u30b9\u30c8RAG\uff08Embedding + \u30d9\u30af\u30c8\u30ebDB\uff09\u3068\u306e\u9055\u3044\u3092\u77e5\u308a\u305f\u3044\u4eba<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">PixelRAG\u3068\u306f\u4f55\u304b<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"235\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2026\/08\/pixlrag_1.jpg\" alt=\"\" class=\"wp-image-24644\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2026\/08\/pixlrag_1.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2026\/08\/pixlrag_1-300x118.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1apixelrag.ai)<\/figcaption><\/figure>\n\n\n\n<p>PixelRAG\u306f\u3001\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u3084PDF\u3001\u753b\u50cf\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3068\u3057\u3066\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3057\u3001\u305d\u306e\u753b\u50cf\u3092\u305d\u306e\u307e\u307e\u30e2\u30c7\u30eb\u306b\u8aad\u307f\u8fbc\u307e\u305b\u307e\u3059\u3002HTML\u89e3\u6790\u3067\u306f\u5931\u308f\u308c\u3066\u3057\u307e\u3046\u8996\u899a\u7684\u69cb\u9020\u2014\u2014\u8868\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u3001\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306a\u3069\u2014\u2014\u304c\u305d\u306e\u307e\u307e\u4fdd\u6301\u3055\u308c\u308b\u305f\u3081\u3001\u8aad\u89e3\u30e2\u30c7\u30eb\u306f\u305d\u308c\u3089\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u3082\u5b9f\u969b\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>PixelRAG\u306e\u5185\u90e8\u69cb\u6210\u306f\u300cVisual Retrieval-Augmented Generation\u300d\u3092\u63b2\u3052\u308bOSS\u3067\u3001\u6b21\u306e5\u3064\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30d1\u30c3\u30b1\u30fc\u30b8<\/th><th>\u5f79\u5272<\/th><\/tr><\/thead><tbody><tr><td><code>pixelrag-render<\/code><\/td><td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08Web\u30da\u30fc\u30b8\u30fbPDF\uff09\u3092\u753b\u50cf\u30bf\u30a4\u30eb\u306b\u5909\u63db\uff08Playwright\/CDP\uff09<\/td><\/tr><tr><td><code>pixelrag-embed<\/code><\/td><td>\u30bf\u30a4\u30eb\u753b\u50cf\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066FAISS\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u69cb\u7bc9<\/td><\/tr><tr><td><code>pixelrag-index<\/code><\/td><td>source \u2192 ingest \u2192 embed \u2192 index \u306e\u4e00\u9023\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u5b9f\u884c<\/td><\/tr><tr><td><code>pixelrag-serve<\/code><\/td><td>FAISS\u691c\u7d22API\u3092\u63d0\u4f9b\uff08CPU\/GPU\u5bfe\u5fdc\uff09<\/td><\/tr><tr><td><code>pixelrag-train<\/code><\/td><td>Qwen3-VL-Embedding\u3092LoRA\u3067\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u3053\u306e\u3046\u3061Claude Code\u30e6\u30fc\u30b6\u30fc\u304c\u6700\u521d\u306b\u89e6\u308c\u308b\u306e\u306f\u3001<code>pixelrag-render<\/code>\u304c\u63d0\u4f9b\u3059\u308b<code>pixelshot<\/code>\u30b3\u30de\u30f3\u30c9\u3068\u3001\u305d\u308c\u3092Claude Code\u306b\u7d44\u307f\u8fbc\u3080\u300cpixel browse\u300d\u30d7\u30e9\u30b0\u30a4\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n<svg viewBox=\"0 0 1000 420\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" font-family=\"'Hiragino Sans','Yu Gothic','Meiryo',sans-serif\">\n  <defs>\n    <marker id=\"arrow\" viewBox=\"0 0 10 10\" refX=\"9\" refY=\"5\" markerWidth=\"7\" markerHeight=\"7\" orient=\"auto-start-reverse\">\n      <path d=\"M0,0 L10,5 L0,10 z\" fill=\"#64748b\"\/>\n    <\/marker>\n  <\/defs>\n\n  <rect width=\"1000\" height=\"420\" fill=\"#ffffff\"\/>\n\n  <!-- Box A: URL \/ PDF -->\n  <rect x=\"20\" y=\"185\" width=\"150\" height=\"70\" rx=\"10\" fill=\"#f8fafc\" stroke=\"#94a3b8\" stroke-width=\"1.5\"\/>\n  <text x=\"95\" y=\"225\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">URL \/ PDF<\/text>\n\n  <!-- Arrow A -> B -->\n  <line x1=\"170\" y1=\"220\" x2=\"268\" y2=\"220\" stroke=\"#64748b\" stroke-width=\"1.5\" marker-end=\"url(#arrow)\"\/>\n  <text x=\"219\" y=\"205\" text-anchor=\"middle\" font-size=\"13\" fill=\"#2563eb\">pixelshot<\/text>\n\n  <!-- Box B: \u753b\u50cf\u30bf\u30a4\u30eb -->\n  <rect x=\"270\" y=\"185\" width=\"190\" height=\"70\" rx=\"10\" fill=\"#eff6ff\" stroke=\"#2563eb\" stroke-width=\"1.5\"\/>\n  <text x=\"365\" y=\"215\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">\u753b\u50cf\u30bf\u30a4\u30eb<\/text>\n  <text x=\"365\" y=\"236\" text-anchor=\"middle\" font-size=\"12\" fill=\"#475569\">(tile_0000.jpg \u2026)<\/text>\n\n  <!-- Arrow B -> C (up to Claude) -->\n  <line x1=\"460\" y1=\"195\" x2=\"610\" y2=\"105\" stroke=\"#64748b\" stroke-width=\"1.5\" marker-end=\"url(#arrow)\"\/>\n  <text x=\"500\" y=\"130\" font-size=\"12.5\" fill=\"#2563eb\">Claude Code\u304c<\/text>\n  <text x=\"500\" y=\"146\" font-size=\"12.5\" fill=\"#2563eb\">Read\u30c4\u30fc\u30eb\u3067\u8aad\u3080<\/text>\n\n  <!-- Box C: Claude\u304c\u8996\u899a\u7684\u306b\u7406\u89e3 -->\n  <rect x=\"610\" y=\"40\" width=\"200\" height=\"70\" rx=\"10\" fill=\"#f8fafc\" stroke=\"#94a3b8\" stroke-width=\"1.5\"\/>\n  <text x=\"710\" y=\"70\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">Claude\u304c<\/text>\n  <text x=\"710\" y=\"91\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">\u8996\u899a\u7684\u306b\u7406\u89e3<\/text>\n\n  <!-- Arrow B -> D (down to FAISS) -->\n  <line x1=\"460\" y1=\"245\" x2=\"610\" y2=\"305\" stroke=\"#64748b\" stroke-width=\"1.5\" marker-end=\"url(#arrow)\"\/>\n  <text x=\"500\" y=\"290\" font-size=\"12.5\" fill=\"#2563eb\">pixelrag-embed<\/text>\n  <text x=\"500\" y=\"306\" font-size=\"12.5\" fill=\"#2563eb\">\/ index<\/text>\n\n  <!-- Box D: FAISS\u30a4\u30f3\u30c7\u30c3\u30af\u30b9 -->\n  <rect x=\"610\" y=\"300\" width=\"200\" height=\"70\" rx=\"10\" fill=\"#f8fafc\" stroke=\"#94a3b8\" stroke-width=\"1.5\"\/>\n  <text x=\"710\" y=\"330\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">FAISS<\/text>\n  <text x=\"710\" y=\"351\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">\u30a4\u30f3\u30c7\u30c3\u30af\u30b9<\/text>\n\n  <!-- Arrow D -> E -->\n  <line x1=\"810\" y1=\"335\" x2=\"868\" y2=\"335\" stroke=\"#64748b\" stroke-width=\"1.5\" marker-end=\"url(#arrow)\"\/>\n  <text x=\"839\" y=\"320\" text-anchor=\"middle\" font-size=\"12\" fill=\"#2563eb\">pixelrag-serve<\/text>\n\n  <!-- Box E: \u691c\u7d22API -->\n  <rect x=\"870\" y=\"300\" width=\"110\" height=\"70\" rx=\"10\" fill=\"#eff6ff\" stroke=\"#2563eb\" stroke-width=\"1.5\"\/>\n  <text x=\"925\" y=\"340\" text-anchor=\"middle\" font-size=\"16\" fill=\"#1e293b\">\u691c\u7d22API<\/text>\n<\/svg>\n\n\n\n<p><span class=\"swl-fz u-fz-l\"><span class=\"swl-format-1\">\u901a\u5e38\u306e\u30c6\u30ad\u30b9\u30c8RAG\u3068\u306e\u9055\u3044<\/span><\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8868\u306e\u884c\u3068\u5217\u306e\u5bfe\u5fdc\u95a2\u4fc2\uff08\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\u3060\u3068\u5d29\u308c\u3084\u3059\u3044\uff09<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30fb\u56f3\u89e3\u30fb\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u5185\u5bb9\u305d\u306e\u3082\u306e<\/li>\n\n\n\n<li>\u30ec\u30a4\u30a2\u30a6\u30c8\u304c\u6301\u3064\u610f\u5473\uff08\u5f37\u8abf\u3001\u6ce8\u91c8\u306e\u4f4d\u7f6e\u95a2\u4fc2\u306a\u3069\uff09<\/li>\n<\/ul>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/08\/langgraphagent-eyecatch-2-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/langgraphagent.html\">LangGraph\u3067RAG\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\uff01\u300e\u30b8\u30d6\u30ea\u300f\u306b\u3064\u3044\u3066\u805e\u304f<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">LangGraph\u3067\u306f\u3001\u4eba\u9593\u306e\u6307\u793a\u3092\u3082\u3068\u306b\u81ea\u5f8b\u7684\u306b\u5224\u65ad\u3084\u884c\u52d5\u3092\u3059\u308bRAG\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001LangGraph\u3092\u4f7f\u3063\u3066Adaptive-RAG\u3001CRAG\u3001Self-RAG\u306e\u624b\u6cd5\u3092&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">PixelRAG\u5c0e\u5165\u306e\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/airoom_midashi.jpg\" alt=\"AI\u306e\u90e8\u5c4b\u306e\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-2117\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/airoom_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/airoom_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>PixelRAG\u306e\u5c0e\u5165\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u3066\u5b9f\u884c\u3059\u308b\u304b\u3001\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u7d4c\u7531\u3067\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u8ffd\u52a0\u3059\u308b\u304b\u306e2\u901a\u308a\u3067\u3059\u3002\u307e\u305a\u306f\u516c\u5f0f\u306e\u5c0e\u5165\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c0e\u5165\u524d\u306e\u6e96\u5099<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python 3.12\u4ee5\u4e0a\uff08<code>pyproject.toml<\/code>\u306e<code>requires-python<\/code>\u3088\u308a\uff09<\/li>\n\n\n\n<li>Claude Code CLI\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u3067\u3042\u308b\u3053\u3068<\/li>\n\n\n\n<li>\u30e9\u30a4\u30bb\u30f3\u30b9: Apache-2.0\uff08\u5546\u7528\u5229\u7528\u53ef\uff09<\/li>\n\n\n\n<li><strong>\u6ce8\u610f<\/strong>: \u30ea\u30dd\u30b8\u30c8\u30ea\u306e<code>pyproject.toml<\/code>\u306b\u306f<code>environments = [\"sys_platform == 'linux'\"]<\/code>\u3068\u3044\u3046\u8a18\u8ff0\u304c\u3042\u308a\u3001GPU\u3092\u4f7f\u3046<code>embed<\/code>\/<code>serve<\/code>\/<code>train<\/code>\u7cfb\u306e\u4f9d\u5b58\u95a2\u4fc2\u306fLinux\u524d\u63d0\u3067\u3059\u3002\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u6a5f\u80fd\uff08<code>pixelshot<\/code>\uff09\u306e\u307f\u3092\u4f7f\u3046\u5206\u306b\u306f\u5f71\u97ff\u306f\u5c0f\u3055\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u304c\u3001Mac\/Windows\u3067\u306fWSL\u7d4c\u7531\u306e\u5229\u7528\u304c\u7121\u96e3\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b3\u30b9\u30c8\u76ee\u5b89<\/strong>: <code>pixelshot<\/code>\u306b\u3088\u308b\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u6a5f\u80fd\u306f\u30ed\u30fc\u30ab\u30eb\u3067Playwright\/Chromium\u3092\u52d5\u304b\u3059\u3060\u3051\u306a\u306e\u3067\u8ffd\u52a0\u8cbb\u7528\u306f\u304b\u304b\u308a\u307e\u305b\u3093\u3002Claude Code\u306e\u901a\u5e38\u5229\u7528\u5206\u306e\u30c8\u30fc\u30af\u30f3\u8ab2\u91d1\u306e\u307f\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u81ea\u524d\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u69cb\u7bc9\u3059\u308b<code>embed<\/code>\/<code>serve<\/code>\/<code>train<\/code>\u306fGPU\u304c\u5fc5\u8981\u306b\u306a\u308a\u3001\u30af\u30e9\u30a6\u30c9GPU\u3092\u4f7f\u3046\u5834\u5408\u306f\u305d\u306e\u5229\u7528\u6599\u304c\u5225\u9014\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/h3>\n\n\n\n<p>PixelRAG\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<dl class=\"swell-block-dl\">\n<dt class=\"swell-block-dl__dt\">PixelRAG\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/dt>\n\n\n\n<dd class=\"swell-block-dl__dd\">\n<p>\u516c\u5f0f\u306e<code>plugin\/setup.sh<\/code>\u304b\u3089\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u958b\u59cb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#!\/bin\/bash\n# pixelrag\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001Claude Code\u306b\u30d7\u30e9\u30b0\u30a4\u30f3\u3068\u3057\u3066\u767b\u9332\u3059\u308b\u30ef\u30f3\u30e9\u30a4\u30ca\u30fc\nset -e\n\n# uv\u7d4c\u7531\u3067\u9694\u96e2\u74b0\u5883\u306bpixelrag\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\nuv tool install --from \"$REPO_DIR\" pixelrag 2&gt;\/dev\/null || \\\n    uv tool upgrade --from \"$REPO_DIR\" pixelrag\n\n# \u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u7528\u306bChromium\u3092\u5c0e\u5165\nuvx playwright install chromium 2&gt;\/dev\/null || true<\/code><\/pre>\n<\/dd>\n\n\n\n<dt class=\"swell-block-dl__dt\">\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3057\u3066\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\uff08\u65b9\u6cd51\uff09<\/dt>\n\n\n\n<dd class=\"swell-block-dl__dd\">\n<pre class=\"wp-block-code\"><code>git clone https:\/\/github.com\/StarTrail-org\/PixelRAG.git\ncd PixelRAG\n.\/plugin\/setup.sh\nclaude --plugin-dir .\/plugin<\/code><\/pre>\n<\/dd>\n\n\n\n<dt class=\"swell-block-dl__dt\">\u65b9\u6cd52: \u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u7d4c\u7531\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u65b9\u6cd52\uff09<\/dt>\n\n\n\n<dd class=\"swell-block-dl__dd\">\n<pre class=\"wp-block-code\"><code>pip install pixelrag                                # pixelshot\u30b3\u30de\u30f3\u30c9\u304c\u5165\u308b\nclaude plugin marketplace add StarTrail-org\/PixelRAG\nclaude plugin install pixelbrowse@pixelrag-plugins<\/code><\/pre>\n<\/dd>\n<\/dl>\n\n\n\n<p>\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001Claude\u306b\u300c<code>pixelshot<\/code>\u3092Bash\u3067\u547c\u3073\u3001\u751f\u6210\u3055\u308c\u305f\u753b\u50cf\u3092Read\u30c4\u30fc\u30eb\u3067\u8aad\u3080\u300d\u624b\u9806\u3092\u6559\u3048\u308b\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/08\/multimodalrag-eyecatch-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/multimodal-rag.html\">\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebRAG\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u6d3b\u7528\u4e8b\u4f8b\u3092\u5fb9\u5e95\u89e3\u8aac<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u5f93\u6765\u306eRAG\u3067\u306f\u3001\u753b\u50cf\u3084\u97f3\u58f0\u3092\u691c\u7d22\u306b\u6d3b\u304b\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002 \u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304c\u3001\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306a\u3069\u3092\u7d71\u5408\u7684\u306b\u6271\u3048\u308b\u300c\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebRAG\u300d\u3067\u3059\u3002 \u3053\u306e&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">Claude Code\u3067\u306ePixelRAG\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/05\/resd-midasi.jpg\" alt=\"\u30a2\u30cb\u30e1\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-18823\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/05\/resd-midasi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2025\/05\/resd-midasi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306f\u3001\u901a\u5e38\u306e\u4f1a\u8a71\u3067URL\u3092\u6e21\u3059\u3060\u3051\u3067\u52d5\u304f\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash\nclaude -p \"https:\/\/news.ycombinator.com \u3092\u898b\u3066\u3001\u4e0a\u4f4d\u306e\u8a18\u4e8b\u3092\u8981\u7d04\u3057\u3066\"<\/code><\/pre>\n\n\n\n<p>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u30b9\u30e9\u30c3\u30b7\u30e5\u30b3\u30de\u30f3\u30c9\u3082\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>claude --plugin-dir .\/plugin\n# \u30bb\u30c3\u30b7\u30e7\u30f3\u5185\u3067\n\/screenshot https:\/\/example.com<\/code><\/pre>\n\n\n\n<p>\u5185\u90e8\u7684\u306b\u306f\u3001Claude\u304c\u6b21\u306e\u3088\u3046\u306a<code>pixelshot<\/code>\u30b3\u30de\u30f3\u30c9\u3092Bash\u7d4c\u7531\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>bash\n# URL\u3092\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\uff08Claude\u306e\u8996\u899a\u30e2\u30c7\u30eb\u5411\u3051\u306b\u30bf\u30a4\u30eb\u9ad8\u30551568px\u3067\u6700\u9069\u5316\uff09\npixelshot https:\/\/example.com --output \/tmp\/pixelbrowse --tile-height 1568 --wait-network-idle\n\n# \u8907\u6570URL\u3092\u4e26\u5217\u51e6\u7406\npixelshot url1 url2 --output \/tmp\/pixelbrowse --tile-height 1568 --wait-network-idle --workers 4\n\n# PDF\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\npixelshot document.pdf --output \/tmp\/pixelbrowse<\/code><\/pre>\n\n\n\n<p>\u51fa\u529b\u306f<code>\/tmp\/pixelbrowse\/&lt;\u30c9\u30e1\u30a4\u30f3\u540d&gt;.png.tiles\/tile_0000.jpg<\/code>\u306e\u3088\u3046\u306a\u547d\u540d\u898f\u5247\u3067\u4fdd\u5b58\u3055\u308c\u3001Claude\u304c\u305d\u308c\u3092\u753b\u50cf\u3068\u3057\u3066\u8aad\u307f\u8fbc\u3093\u3067\u5185\u5bb9\u3092\u7406\u89e3\u3057\u307e\u3059\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/09\/selfrag-eyecatch-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/machinelearning\/langgraphself-rag.html\">LangGraph\u3067Self-RAG\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\uff01\u300e\u63a8\u3057\u306e\u5b50\u300f\u306b\u3064\u3044\u3066\u805e\u304f<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">Self-RAG\u306f\u3001LLM\u304c\u81ea\u5df1\u8a55\u4fa1\u3092\u884c\u3063\u3066RAG\u306e\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u56de\u7b54\u304c\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u304b\u3001\u8cea\u554f\u306e\u89e3\u6c7a\u306b\u6709\u7528\u3067\u3042\u308b\u304b\u3092\u81ea\u5df1\u8a55\u4fa1\u3059\u308b&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">\u3064\u307e\u305a\u304d\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u30fb\u30a8\u30e9\u30fc\u5bfe\u51e6\u3068\u6d3b\u7528\u30b7\u30fc\u30f3<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/03\/hirameki_midashi.jpg\" alt=\"\u9583\u304d\u306e\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-1181\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/03\/hirameki_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/03\/hirameki_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>\u4ee5\u4e0b\u306eQ&amp;A\u306f\u3001\u516c\u5f0fSKILL.md\u306b\u660e\u8a18\u3055\u308c\u3066\u3044\u308b\u5b9f\u52d9\u4e0a\u91cd\u8981\u306a\u6ce8\u610f\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<dl class=\"swell-block-faq\" data-q=\"fill-custom\" data-a=\"fill-main\">\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\"><code>--wait-network-idle<\/code>\u3092\u4ed8\u3051\u5fd8\u308c\u308b\u3068\u7a7a\u767d\u30da\u30fc\u30b8\u306b\u306a\u308b<\/dt><dd class=\"faq_a\">\n<p>JavaScript\u3067\u63cf\u753b\u3059\u308b\u30b5\u30a4\u30c8\u306f\u3001\u30da\u30fc\u30b8\u306e\u8aad\u307f\u8fbc\u307f\u5b8c\u4e86\u524d\u306b\u30ad\u30e3\u30d7\u30c1\u30e3\u3055\u308c\u308b\u3068\u4e2d\u8eab\u304c\u7a7a\u306e\u307e\u307e\u64ae\u5f71\u3055\u308c\u307e\u3059\u3002URL\u3092\u5bfe\u8c61\u306b\u3059\u308b\u5834\u5408\u306f\u5fc5\u305a\u4ed8\u4e0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\"><code>--tile-height<\/code>\u306f1568px\u56fa\u5b9a\u304c\u63a8\u5968<\/dt><dd class=\"faq_a\">\n<p>Claude\u306e\u8996\u899a\u30e2\u30c7\u30eb\u306f\u9577\u8fba1568px\uff08Sonnet\/Haiku\uff09\u307e\u305f\u306f2576px\uff08Opus\uff09\u3092\u8d85\u3048\u308b\u753b\u50cf\u3092\u7e2e\u5c0f\u3057\u3066\u304b\u3089\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e8192px\u306e\u307e\u307e\u3060\u3068\u6587\u5b57\u304c\u6f70\u308c\u3066\u8aad\u3081\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\"><strong>\u6587\u5b57\u304c\u5c0f\u3055\u304f\u3066\u8aad\u3081\u306a\u3044\u5834\u5408\u306f\u30af\u30ed\u30c3\u30d7\u3057\u3066\u518d\u8aad\u307f\u8fbc\u307f<\/strong><\/dt><dd class=\"faq_a\">\n<p> Pillow\u3067\u8a72\u5f53\u9818\u57df\u3092\u5207\u308a\u51fa\u3057\u3001\u518d\u5ea6Read\u30c4\u30fc\u30eb\u3067\u8aad\u307f\u8fbc\u3080\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u516c\u5f0f\u306b\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/dd><\/div>\n<\/dl>\n\n\n\n<p><span class=\"swl-fz u-fz-l\"><span class=\"swl-format-1\">PxelRAG\u306e<\/span><span class=\"swl-format-1\">\u6d3b\u7528\u30b7\u30fc\u30f3<\/span><\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8868\u3084\u30b0\u30e9\u30d5\u3092\u542b\u3080\u4ed5\u69d8\u66f8\u30fbIR\u8cc7\u6599\u306a\u3069\u3001\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\u3060\u3068\u5d29\u308c\u308b\u6587\u66f8\u306e\u691c\u7d22<\/li>\n\n\n\n<li>\u81ea\u793e\u30b5\u30a4\u30c8\u306eUI\u5d29\u308c\u30c1\u30a7\u30c3\u30af\uff08<code>screenshot http:\/\/localhost:3000 and tell me if anything looks broken<\/code>\u306e\u3088\u3046\u306a\u6307\u793a\uff09<\/li>\n\n\n\n<li>\u8ad6\u6587\u3084\u30b9\u30ad\u30e3\u30f3PDF\u306a\u3069\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306b\u610f\u5473\u304c\u3042\u308b\u6587\u66f8\u306e\u7406\u89e3<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Claude Code\u306ePixelRAG\u3092\u4f7f\u3044\u3053\u306a\u3057\u3066\u696d\u52d9\u3092\u4ed5\u4e0a\u3052\u3088\u3046\uff01<\/h2>\n\n\n\n<p>PixelRAG\u306f\u3001\u901a\u5e38\u306e\u30c6\u30ad\u30b9\u30c8RAG\u304c\u82e6\u624b\u3068\u3059\u308b\u300c\u8868\u30fb\u56f3\u89e3\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u4fdd\u3063\u305f\u307e\u307e\u306e\u691c\u7d22\u300d\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>Claude Code\u3078\u306e\u7d44\u307f\u8fbc\u307f\u306fMCP\u30b5\u30fc\u30d0\u30fc\u4e0d\u8981\u306e\u30b9\u30ad\u30eb\u30aa\u30f3\u30ea\u30fc\u69cb\u6210\u3067\u3001<code>pixelshot<\/code>\u30b3\u30de\u30f3\u30c91\u3064\u3067\u5b8c\u7d50\u3059\u308b\u624b\u8efd\u3055\u304c\u7279\u5fb4\u3067\u3059\u3002\u672c\u756a\u5c0e\u5165\u524d\u306b\u306f\u516c\u5f0f\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u306e\u6700\u65b0\u72b6\u6cc1\u78ba\u8a8d\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u516c\u5f0f\u30ea\u30dd\u30b8\u30c8\u30ea: <a href=\"https:\/\/github.com\/StarTrail-org\/PixelRAG\">https:\/\/github.com\/StarTrail-org\/PixelRAG<\/a><\/li>\n\n\n\n<li>\u516c\u5f0f\u30b5\u30a4\u30c8: <a href=\"https:\/\/pixelrag.ai\">https:\/\/pixelrag.ai<\/a><\/li>\n\n\n\n<li>\u30d7\u30e9\u30b0\u30a4\u30f3\u5358\u4f53\u306eREADME: <a href=\"https:\/\/github.com\/StarTrail-org\/PixelRAG\/blob\/main\/plugin\/README.md\">https:\/\/github.com\/StarTrail-org\/PixelRAG\/blob\/main\/plugin\/README.md<\/a><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#x1f4cc; <strong>\u672c\u8a18\u4e8b\u306e\u60c5\u5831\u306f2026\u5e748\u6708\u6642\u70b9\u306e\u3082\u306e\u3067\u3059\u3002<\/strong> Claude Code\u306f\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u983b\u7e41\u306a\u305f\u3081\u3001\u6700\u65b0\u306e\u4ed5\u69d8\u306f<a href=\"https:\/\/code.claude.com\/docs\/ja\/commands\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3092\u3042\u308f\u305b\u3066\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/blockquote>\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"2480\">\n<div class=\"swell-block-capbox cap_box\" data-colset=\"col2\"><div class=\"cap_box_ttl\"><span>GPUSOROBAN<\/span><\/div><div class=\"cap_box_content\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1108\" height=\"398\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/gpusoroban.jpg\" alt=\"GPUSOROBAN\" class=\"wp-image-2316\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/gpusoroban.jpg 1108w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/gpusoroban-300x108.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/gpusoroban-1024x368.jpg 1024w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/04\/gpusoroban-768x276.jpg 768w\" sizes=\"(max-width: 1108px) 100vw, 1108px\" \/><\/figure>\n\n\n\n<p>GPUSOROBAN\u306f\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u9ad8\u6027\u80fd\u306aGPU\u300cNVIDIA A4000 <span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">16GB<\/span><\/span>\u300d\u3092\u696d\u754c\u6700\u5b89\u5024\u306e1\u6642\u959350\u5186\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/span><\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30af\u30e9\u30a6\u30c9GPU\u3092\u5229\u7528\u3057\u306a\u3044\u6642\u306f\u505c\u6b62\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u505c\u6b62\u4e2d\u306e\u6599\u91d1\u306f\u304b\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9GPU\u3092\u4f7f\u3048\u3070\u3044\u3064\u3067\u3082Stable Diffusion\u306e\u6027\u80fd\u3092\u30d5\u30eb\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u7406\u60f3\u306e\u74b0\u5883\u306b\u8fd1\u3065\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center u-mb-ctrl u-mb-5\">\uff3c\u5feb\u9069\u306b\u751f\u6210AI\uff011\u6642\u959350\u5186\uff5e\uff0f<\/p>\n\n\n\n<div class=\"swell-block-button is-style-btn_shiny\"><a href=\"https:\/\/soroban.highreso.jp?utm_medium=edgehub&amp;utm_source=edgehub&amp;utm_campaign=boxa&amp;adid=edgehub\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"swell-block-button__link\"><span>GPUSOROBAN\u3078<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300cPixelRAG\u300d\u306fWeb\u30da\u30fc\u30b8\u3084PDF\u3001\u753b\u50cf\u3092\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u306a\u304f\u201c\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u201d\u3068\u3057\u3066\u6271\u3044\u3001\u8868\u3084\u30b0\u30e9\u30d5\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u4fdd\u3063\u305f\u307e\u307e\u691c\u7d22\u30fb\u53c2\u7167\u3067\u304d\u308b\u30d3\u30b8\u30e5\u30a2\u30ebRAG\u30c4\u30fc\u30eb\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u30d7\u30e9\u30b0\u30a4\u30f3\u7d4c\u7531\u3067\u306e\u30a4\u30f3\u30b9\u30c8\u30fc [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24671,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[20],"tags":[22,26],"class_list":["post-24639","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machinelearning","tag-claude","tag-rag"],"_links":{"self":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/24639","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/comments?post=24639"}],"version-history":[{"count":3,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/24639\/revisions"}],"predecessor-version":[{"id":24675,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/24639\/revisions\/24675"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media\/24671"}],"wp:attachment":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media?parent=24639"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/categories?post=24639"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/tags?post=24639"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}