{"id":27246,"date":"2025-02-28T20:26:41","date_gmt":"2025-02-28T12:26:41","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=27246"},"modified":"2025-02-28T20:26:41","modified_gmt":"2025-02-28T12:26:41","slug":"vision-agent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/vision-agent\/","title":{"rendered":"Vision Agent\uff1a\u89e3\u51b3\u591a\u79cd\u89c6\u89c9\u76ee\u6807\u68c0\u6d4b\u4efb\u52a1\u7684\u89c6\u89c9\u667a\u80fd\u4f53"},"content":{"rendered":"<p>Vision Agent \u662f\u7531 LandingAI\uff08\u5434\u6069\u8fbe\u56e2\u961f\uff09 \u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u751f\u6210\u89e3\u51b3\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u4ee3\u7801\u3002\u5b83\u5229\u7528\u5148\u8fdb\u7684\u4ee3\u7406\u6846\u67b6\u548c\u591a\u6a21\u6001\u6a21\u578b\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u63d0\u793a\u5373\u53ef\u751f\u6210\u9ad8\u6548\u7684\u89c6\u89c9AI\u4ee3\u7801\uff0c\u9002\u7528\u4e8e\u56fe\u50cf\u68c0\u6d4b\u3001\u89c6\u9891\u8ddf\u8e2a\u3001\u5bf9\u8c61\u8ba1\u6570\u7b49\u591a\u79cd\u573a\u666f\u3002\u8be5\u5de5\u5177\u4e0d\u4ec5\u652f\u6301\u5feb\u901f\u539f\u578b\u5f00\u53d1\uff0c\u8fd8\u80fd\u65e0\u7f1d\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\uff0c\u5e7f\u6cdb\u9002\u7528\u4e8e\u5236\u9020\u4e1a\u3001\u533b\u7597\u3001\u519c\u4e1a\u7b49\u9886\u57df\u3002Vision Agent \u7684\u8bbe\u8ba1\u7406\u5ff5\u662f\u5c06\u590d\u6742\u7684\u89c6\u89c9\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u5f00\u53d1\u8005\u53ea\u9700\u63d0\u4f9b\u4efb\u52a1\u63cf\u8ff0\uff0c\u5c31\u80fd\u83b7\u5f97\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u89c6\u89c9AI\u5f00\u53d1\u7684\u95e8\u69db\u3002\u76ee\u524d\uff0c\u5b83\u5df2\u83b7\u5f97\u8d85\u8fc73000\u6b21\u661f\u6807\uff0c\u793e\u533a\u6d3b\u8dc3\u5ea6\u9ad8\uff0c\u6301\u7eed\u66f4\u65b0\u4e2d\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27247\" title=\"Vision Agent\uff1a\u89e3\u51b3\u591a\u79cd\u89c6\u89c9\u76ee\u6807\u68c0\u6d4b\u4efb\u52a1\u7684\u89c6\u89c9\u667a\u80fd\u4f53-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/aa3622a6eac3cdd.png\" alt=\"Vision Agent\uff1a\u89e3\u51b3\u591a\u79cd\u89c6\u89c9\u76ee\u6807\u68c0\u6d4b\u4efb\u52a1\u7684\u89c6\u89c9\u667a\u80fd\u4f53-1\" width=\"840\" height=\"201\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/aa3622a6eac3cdd.png 840w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/aa3622a6eac3cdd-768x184.png 768w\" sizes=\"auto, (max-width: 840px) 100vw, 840px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u9002\u7528\u793a\u4f8b\u53ef\u4ee5\u53c2\u8003\u00a0<a href=\"https:\/\/www.kdjingpai.com\/agentic-object-detection\/\">Agentic Object Detection\uff1a\u65e0\u9700\u6807\u6ce8\u548c\u8bad\u7ec3\u7684\u89c6\u89c9\u76ee\u6807\u68c0\u6d4b\u5de5\u5177<\/a><\/p>\n<p><img decoding=\"async\" title=\"Agentic Object Detection\uff1a\u65e0\u9700\u6807\u6ce8\u548c\u8bad\u7ec3\u7684\u9ad8\u7ea7\u76ee\u6807\u68c0\u6d4b\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/500304458f075b3.png\" alt=\"Agentic Object Detection\uff1a\u65e0\u9700\u6807\u6ce8\u548c\u8bad\u7ec3\u7684\u9ad8\u7ea7\u76ee\u6807\u68c0\u6d4b\u5de5\u5177-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u4ee3\u7801\u81ea\u52a8\u751f\u6210<\/strong>\uff1a\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u4efb\u52a1\u63cf\u8ff0\uff0c\u751f\u6210\u9488\u5bf9\u56fe\u50cf\u6216\u89c6\u9891\u7684\u89c6\u89c9AI\u4ee3\u7801\u3002<\/li>\n<li><strong>\u5bf9\u8c61\u68c0\u6d4b\u4e0e\u8ba1\u6570<\/strong>\uff1a\u652f\u6301\u5728\u56fe\u50cf\u6216\u89c6\u9891\u4e2d\u68c0\u6d4b\u7279\u5b9a\u5bf9\u8c61\u5e76\u8ba1\u6570\uff0c\u5982\u4eba\u6570\u7edf\u8ba1\u3002<\/li>\n<li><strong>\u89c6\u9891\u5e27\u5206\u6790<\/strong>\uff1a\u4ece\u89c6\u9891\u4e2d\u63d0\u53d6\u5e27\u5e76\u8fdb\u884c\u5bf9\u8c61\u8ddf\u8e2a\u6216\u5206\u5272\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u5de5\u5177<\/strong>\uff1a\u63d0\u4f9b\u8fb9\u754c\u6846\u53e0\u52a0\u548c\u5206\u5272\u63a9\u7801\u7684\u56fe\u50cf\/\u89c6\u9891\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u96c6\u6210\u591a\u79cd\u5f00\u6e90\u89c6\u89c9\u6a21\u578b\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u5207\u6362\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u5de5\u5177\u6269\u5c55<\/strong>\uff1a\u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u65b0\u5de5\u5177\u6216\u6a21\u578b\uff0c\u6ee1\u8db3\u7279\u5b9a\u4efb\u52a1\u9700\u6c42\u3002<\/li>\n<li><strong>\u90e8\u7f72\u652f\u6301<\/strong>\uff1a\u751f\u6210\u4ee3\u7801\u652f\u6301\u5feb\u901f\u539f\u578b\u9a8c\u8bc1\u548c\u751f\u4ea7\u73af\u5883\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5982\u4f55\u5b89\u88c5\u4e0e\u4f7f\u7528<\/h3>\n<p>Vision Agent \u662f\u4e00\u4e2a\u57fa\u4e8e Python \u7684\u5e93\uff0c\u7528\u6237\u9700\u8981\u901a\u8fc7 GitHub \u83b7\u53d6\u6e90\u7801\u5e76\u5728\u672c\u5730\u73af\u5883\u4e2d\u5b89\u88c5\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6d41\u7a0b\uff1a<\/p>\n<h4>\u5b89\u88c5\u6d41\u7a0b<\/h4>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\n<ul>\n<li>\u786e\u4fdd\u4f60\u7684\u7535\u8111\u5df2\u5b89\u88c5 Python 3.8 \u6216\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n<li>\u5b89\u88c5 Git\uff0c\u4ee5\u4fbf\u4ece GitHub \u514b\u9686\u4ed3\u5e93\u3002<\/li>\n<li>\u53ef\u9009\uff1a\u5efa\u8bae\u4f7f\u7528\u865a\u62df\u73af\u5883\uff08\u5982\u00a0<code>venv<\/code>\u00a0\u6216\u00a0<code>conda<\/code>\uff09\u4ee5\u9694\u79bb\u4f9d\u8d56\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6 Vision Agent \u6e90\u7801\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/landing-ai\/vision-agent.git\r\ncd vision-agent<\/code><\/pre>\n<\/li>\n<\/ol>\n<ol start=\"3\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5728\u4ed3\u5e93\u76ee\u5f55\u4e0b\uff0c\u5b89\u88c5\u6240\u9700\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u5982\u679c\u9700\u8981\u4f7f\u7528\u7279\u5b9a\u6a21\u578b\uff08\u5982 <a href=\"https:\/\/www.kdjingpai.com\/ja\/claudeanquanfubai\/\">Anthropic<\/a> \u6216 OpenAI\uff09\uff0c\u9700\u989d\u5916\u914d\u7f6e API \u5bc6\u94a5\uff0c\u8be6\u89c1\u540e\u6587\u3002<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u662f\u5426\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n<pre><code>python -c \"import vision_agent; print(vision_agent.__version__)\"\r\n<\/code><\/pre>\n<p>\u5982\u679c\u8fd4\u56de\u7248\u672c\u53f7\uff08\u5982 0.2\uff09\uff0c\u8bf4\u660e\u5b89\u88c5\u5b8c\u6210\u3002<\/li>\n<\/ol>\n<h4>\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h4>\n<p>Vision Agent \u7684\u6838\u5fc3\u529f\u80fd\u662f\u901a\u8fc7\u63d0\u793a\u751f\u6210\u4ee3\u7801\u5e76\u6267\u884c\u89c6\u89c9\u4efb\u52a1\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u7684\u8be6\u7ec6\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<h5>1. \u751f\u6210\u89c6\u89c9AI\u4ee3\u7801<\/h5>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u5bfc\u5165 Vision Agent \u6a21\u5757\uff1a\n<pre><code>from vision_agent.agent import VisionAgentCoderV2\r\nagent = VisionAgentCoderV2(verbose=True)\r\n<\/code><\/pre>\n<\/li>\n<li>\u51c6\u5907\u4efb\u52a1\u63cf\u8ff0\u548c\u5a92\u4f53\u6587\u4ef6\u3002\u4f8b\u5982\uff0c\u7edf\u8ba1\u56fe\u50cf\u4e2d\u7684\u4eba\u6570\uff1a\n<pre><code>code_context = agent.generate_code([\r\n{\"role\": \"user\", \"content\": \"Count the number of people in this image\", \"media\": [\"people.png\"]}\r\n])\r\n<\/code><\/pre>\n<\/li>\n<li>\u4fdd\u5b58\u751f\u6210\u7684\u4ee3\u7801\uff1a\n<pre><code>with open(\"count_people.py\", \"w\") as f:\r\nf.write(code_context.code)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u8f93\u5165\u56fe\u50cf\u8def\u5f84\u548c\u4efb\u52a1\u63cf\u8ff0\u540e\uff0cVision Agent \u4f1a\u81ea\u52a8\u751f\u6210\u5305\u542b\u5bf9\u8c61\u68c0\u6d4b\u548c\u8ba1\u6570\u903b\u8f91\u7684 Python \u4ee3\u7801\u3002\u751f\u6210\u7684\u4ee3\u7801\u4f9d\u8d56\u5185\u7f6e\u5de5\u5177\uff0c\u5982\u00a0<code>countgd_object_detection<\/code>\u3002<\/li>\n<\/ul>\n<h5>2. \u5bf9\u8c61\u68c0\u6d4b\u4e0e\u53ef\u89c6\u5316<\/h5>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u52a0\u8f7d\u56fe\u50cf\u5e76\u8fd0\u884c\u68c0\u6d4b\uff1a\n<pre><code>import vision_agent.tools as T\r\nimage = T.load_image(\"people.png\")\r\ndets = T.countgd_object_detection(\"person\", image)\r\n<\/code><\/pre>\n<\/li>\n<li>\u53e0\u52a0\u8fb9\u754c\u6846\u5e76\u4fdd\u5b58\u7ed3\u679c\uff1a\n<pre><code>viz = T.overlay_bounding_boxes(image, dets)\r\nT.save_image(viz, \"people_detected.png\")\r\n<\/code><\/pre>\n<\/li>\n<li>\u53ef\u89c6\u5316\u7ed3\u679c\uff08\u53ef\u9009\uff09\uff1a\n<pre><code>import matplotlib.pyplot as plt\r\nplt.imshow(viz)\r\nplt.show()\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u6b64\u529f\u80fd\u53ef\u68c0\u6d4b\u56fe\u50cf\u4e2d\u7684\u6307\u5b9a\u5bf9\u8c61\uff08\u5982\u201cperson\u201d\uff09\uff0c\u5e76\u5728\u56fe\u50cf\u4e0a\u7ed8\u5236\u8fb9\u754c\u6846\uff0c\u9002\u7528\u4e8e\u8d28\u91cf\u68c0\u67e5\u3001\u76d1\u63a7\u7b49\u573a\u666f\u3002<\/li>\n<\/ul>\n<h5>3. \u89c6\u9891\u5e27\u5206\u6790\u4e0e\u8ddf\u8e2a<\/h5>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u63d0\u53d6\u89c6\u9891\u5e27\uff1a\n<pre><code>frames_and_ts = T.extract_frames_and_timestamps(\"people.mp4\")\r\nframes = [f[\"frame\"] for f in frames_and_ts]\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd0\u884c\u5bf9\u8c61\u8ddf\u8e2a\uff1a\n<pre><code>tracks = T.countgd_sam2_video_tracking(\"person\", frames)\r\n<\/code><\/pre>\n<\/li>\n<li>\u4fdd\u5b58\u53ef\u89c6\u5316\u89c6\u9891\uff1a\n<pre><code>viz = T.overlay_segmentation_masks(frames, tracks)\r\nT.save_video(viz, \"people_tracked.mp4\")\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u4ece\u89c6\u9891\u4e2d\u63d0\u53d6\u5e27\uff0c\u68c0\u6d4b\u5e76\u8ddf\u8e2a\u5bf9\u8c61\uff0c\u6700\u540e\u751f\u6210\u5e26\u5206\u5272\u63a9\u7801\u7684\u53ef\u89c6\u5316\u89c6\u9891\uff0c\u9002\u5408\u52a8\u6001\u573a\u666f\u5206\u6790\u3002<\/li>\n<\/ul>\n<h5>4. \u914d\u7f6e\u5176\u4ed6\u6a21\u578b<\/h5>\n<ul>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\u4ee5\u4f7f\u7528\u5176\u4ed6\u6a21\u578b\uff08\u4f8b\u5982 Anthropic\uff09\uff1a\n<pre><code>cp vision_agent\/configs\/anthropic_config.py vision_agent\/configs\/config.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u8bbe\u7f6e API \u5bc6\u94a5\uff1a<br \/>\n\u5728\u73af\u5883\u53d8\u91cf\u4e2d\u6dfb\u52a0\u5bc6\u94a5\uff1a<\/p>\n<pre><code>export ANTHROPIC_API_KEY=\"your_key_here\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u91cd\u65b0\u8fd0\u884c\u4ee3\u7801\u751f\u6210\u4efb\u52a1\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1aVision Agent \u9ed8\u8ba4\u652f\u6301\u591a\u79cd\u6a21\u578b\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u5207\u6362\uff0c\u63d0\u5347\u4efb\u52a1\u6548\u679c\u3002<\/li>\n<\/ul>\n<h4>\u64cd\u4f5c\u6d41\u7a0b\u793a\u4f8b\uff1a\u8ba1\u7b97\u5496\u5561\u8c46\u586b\u5145\u767e\u5206\u6bd4<\/h4>\n<p>\u5047\u8bbe\u4f60\u6709\u4e00\u5f20\u88c5\u6709\u5496\u5561\u8c46\u7684\u7f50\u5b50\u56fe\u50cf\uff0c\u60f3\u8ba1\u7b97\u586b\u5145\u767e\u5206\u6bd4\uff1a<\/p>\n<ol>\n<li>\u7f16\u5199\u4efb\u52a1\u63cf\u8ff0\u5e76\u8fd0\u884c\uff1a\n<pre><code>agent = VisionAgentCoderV2()\r\ncode_context = agent.generate_code([\r\n{\"role\": \"user\", \"content\": \"What percentage of the jar is filled with coffee beans?\", \"media\": [\"jar.jpg\"]}\r\n])\r\n<\/code><\/pre>\n<\/li>\n<li>\u6267\u884c\u751f\u6210\u7684\u4ee3\u7801\uff1a<br \/>\n\u751f\u6210\u7684\u4ee3\u7801\u53ef\u80fd\u662f\uff1a<\/p>\n<pre><code>from vision_agent.tools import load_image, florence2_sam2_image\r\nimage = load_image(\"jar.jpg\")\r\njar_segments = florence2_sam2_image(\"jar\", image)\r\nbeans_segments = florence2_sam2_image(\"coffee beans\", image)\r\njar_area = sum(segment[\"mask\"].sum() for segment in jar_segments)\r\nbeans_area = sum(segment[\"mask\"].sum() for segment in beans_segments)\r\npercentage = (beans_area \/ jar_area) * 100 if jar_area else 0\r\nprint(f\"Filled percentage: {percentage:.2f}%\")\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd0\u884c\u4ee3\u7801\u83b7\u53d6\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<h4>\u6ce8\u610f\u4e8b\u9879<\/h4>\n<ul>\n<li>\u786e\u4fdd\u8f93\u5165\u7684\u56fe\u50cf\u6216\u89c6\u9891\u683c\u5f0f\u6b63\u786e\uff08\u5982 PNG\u3001MP4\uff09\u3002<\/li>\n<li>\u5982\u679c\u9047\u5230\u4f9d\u8d56\u95ee\u9898\uff0c\u53ef\u5c1d\u8bd5\u66f4\u65b0\u00a0<code>pip install --upgrade vision-agent<\/code>\u3002<\/li>\n<li>\u793e\u533a\u652f\u6301\uff1a\u5982\u9700\u5e2e\u52a9\uff0c\u53ef\u52a0\u5165 LandingAI \u7684 Discord \u793e\u533a\u54a8\u8be2\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Vision Agent \u662f\u7531 LandingAI\uff08\u5434\u6069\u8fbe\u56e2\u961f\uff09 \u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u751f\u6210\u89e3\u51b3\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u4ee3\u7801\u3002\u5b83\u5229\u7528\u5148\u8fdb\u7684\u4ee3\u7406\u6846\u67b6\u548c\u591a\u6a21\u6001\u6a21\u578b\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u63d0\u793a\u5373\u53ef\u751f\u6210\u9ad8\u6548\u7684\u89c6\u89c9AI\u4ee3\u7801\uff0c\u9002\u7528\u4e8e&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61941,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,378],"class_list":["post-27246","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-shijuemubiaojiance"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/27246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=27246"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/27246\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61941"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=27246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=27246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=27246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}