{"id":9337,"date":"2026-06-18T03:31:11","date_gmt":"2026-06-17T19:31:11","guid":{"rendered":"https:\/\/infernews.com\/blog\/google-okf-ai\/"},"modified":"2026-06-18T04:25:02","modified_gmt":"2026-06-17T20:25:02","slug":"google-okf-ai","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/google-okf-ai\/","title":{"rendered":"OKF\uff1a\u4ee4 AI \u8207\u4eba\u90fd\u770b\u5f97\u61c2\u7684\u77e5\u8b58\u5eab"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/09_-_Data_Analytics_tFH57V6.max-2600x2600-1.jpg\" alt=\"Og image\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Google Cloud \u4ecb\u7d39\u7684 Open Knowledge Format\uff08OKF\uff09\uff0c\u6838\u5fc3\u76ee\u6a19\u4e0d\u662f\u518d\u505a\u4e00\u500b\u65b0\u7684\u77e5\u8b58\u5e73\u53f0\uff0c\u800c\u662f\u8a02\u7acb\u4e00\u7a2e\u958b\u653e\u683c\u5f0f\uff0c\u8b93\u5718\u968a\u628a\u5167\u90e8\u77e5\u8b58\u6574\u7406\u6210 AI \u7cfb\u7d71\u8207\u4eba\u90fd\u80fd\u5171\u540c\u4f7f\u7528\u7684\u5167\u5bb9\u3002\u6587\u7ae0\u6307\u51fa\uff0c\u6108\u4f86\u6108\u591a foundation models \u88ab\u7528\u4f86\u5efa\u7acb agentic systems\uff0c\u4f46\u6a21\u578b\u80fd\u5426\u7d66\u51fa\u53ef\u9760\u7b54\u6848\uff0c\u5f80\u5f80\u53d6\u6c7a\u65bc\u662f\u5426\u62ff\u5230\u6b63\u78ba\u800c\u5b8c\u6574\u7684\u80cc\u666f\u8cc7\u6599\uff0c\u800c\u9019\u4e9b\u8cc7\u6599\u5728\u4f01\u696d\u5167\u901a\u5e38\u6563\u843d\u65bc\u591a\u500b\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u89e3\u6c7a\u8cc7\u6599\u5171\u4eab\u8207\u77e5\u8b58\u6574\u7406\u9577\u671f\u788e\u7247\u5316\u7684\u554f\u984c\u3002\u4f8b\u5982\u8cc7\u6599\u8868\u7d50\u69cb\u3001\u6307\u6a19\u5b9a\u7fa9\u3001\u4e8b\u6545\u8655\u7406\u6d41\u7a0b\u3001API \u505c\u7528\u901a\u77e5\uff0c\u5e38\u5206\u4f48\u5728 metadata catalog\u3001wiki\u3001\u5171\u7528\u786c\u789f\u3001\u7a0b\u5f0f\u8a3b\u89e3\uff0c\u751a\u81f3\u53ea\u662f\u5c11\u6578\u8cc7\u6df1\u5de5\u7a0b\u5e2b\u7684\u8166\u6d77\u4e2d\u3002\u7576 AI agent \u8981\u56de\u7b54\u696d\u52d9\u6216\u6280\u8853\u554f\u984c\u6642\uff0c\u5f80\u5f80\u8981\u5f9e\u5f7c\u6b64\u4e0d\u517c\u5bb9\u7684\u7cfb\u7d71\u91cd\u65b0\u62fc\u6e4a\u8108\u7d61\uff0c\u4ee4\u6bcf\u500b\u5718\u968a\u90fd\u8981\u91cd\u8907\u8655\u7406\u540c\u4e00\u985e\u6574\u5408\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OKF \u7684\u505a\u6cd5\u76f8\u7576\u52d9\u5be6\u3002OKF v0.1 \u4ee5 markdown \u6a94\u6848\u76ee\u9304\u4f5c\u70ba\u77e5\u8b58\u8f09\u9ad4\uff0c\u914d\u5408 YAML frontmatter \u5b58\u653e\u5c11\u91cf\u53ef\u67e5\u8a62\u6b04\u4f4d\uff0c\u4f8b\u5982 type\u3001title\u3001description\u3001resource\u3001tags \u548c timestamp\u3002\u9019\u4ee3\u8868\u5167\u5bb9\u672c\u8eab\u53ef\u4ee5\u5728\u4e00\u822c\u7de8\u8f2f\u5668\u95b1\u8b80\u3001\u53ef\u653e\u9032 GitHub\u3001\u53ef\u7531\u641c\u5c0b\u5de5\u5177\u7d22\u5f15\uff0c\u4e5f\u53ef\u4ee5\u50cf\u666e\u901a\u6a94\u6848\u4e00\u6a23\u6253\u5305\u3001\u653e\u9032 git repository \u6216\u639b\u8f09\u5230\u4e0d\u540c\u6a94\u6848\u7cfb\u7d71\uff0c\u4e0d\u9700\u8981\u984d\u5916 runtime\u3001SDK \u6216\u8907\u96dc\u58d3\u7e2e\u6a5f\u5236\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Google&amp;#039;s OKF - The New Way to Structure Your Knowledge for Agents\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_MY9F9K7wWX4\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMY9F9K7wWX4%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/MY9F9K7wWX4\" \/><meta itemprop=\"duration\" content=\"PT18M10S\" \/><meta itemprop=\"uploadDate\" content=\"2026-06-16T14:30:09Z\" \/><\/div><div id=\"lyte_MY9F9K7wWX4\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMY9F9K7wWX4%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Google&#039;s OKF - The New Way to Structure Your Knowledge for Agents<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/MY9F9K7wWX4\" rel=\"nofollow noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FMY9F9K7wWX4%2F0.jpg\" alt=\"Google&amp;#039;s OKF - The New Way to Structure Your Knowledge for Agents\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Google just announced the Open Knowledge Format (OKF), a new way to structure your knowledge for AI agents. This standard uses simple Markdown to make business and personal insights accessible to the agentic web. In this video, I break down why this changes SEO, how to build your first OKF bundle, and the potential for selling expert knowledge directly to AI systems. Google&#039;s blog post on okf: https:\/\/cloud.google.com\/blog\/products\/data-analytics\/how-the-open-knowledge-format-can-improve-data-sharing\/ The Spec.md file for OKF on Github: https:\/\/github.com\/GoogleCloudPlatform\/knowledge-catalog\/blob\/main\/okf\/SPEC.md Andrej Karpathy&#039;s LLM-Wiki: https:\/\/gist.github.com\/karpathy\/442a6bf555914893e9891c11519de94f Join me in my community at the Search Bar: https:\/\/community.mariehaynes.com https:\/\/mariehaynes.com\/join - for more on the paid areas. 0:00 - Introduction to Google&#039;s Open Knowledge Format (OKF) 1:03 - How OKF changes SEO and makes businesses accessible to AI agents 1:43 - Selling proprietary knowledge and OKF bundles 2:21 - How to use NotebookLM and Gemini to learn the new standard 3:02 - What is OKF? (Markdown files and the LLM Wiki pattern) 4:01 - Breaking down the OKF spec (Human and agent-friendly format) 5:03 - Terminology: Creating &quot;Knowledge Bundles&quot; and directories 5:51 - Structuring concepts as single Markdown files 6:30 - Understanding YAML front matter (Type, title, descriptions, tags) 7:18 - Formatting the body, citations, and cross-linking 7:40 - Organizing files: Index files, log files, and using Git\/Obsidian 9:11 - Practical examples: BigQuery data vs. triggered Playbooks 11:12 - Andre Karpathy\u2019s LLM Wiki pattern explained 13:48 - Letting the LLM write and maintain your knowledge wiki 14:34 - Why OKF is the &quot;new schema&quot; and future revenue streams 17:15 - How agents discover your OKF (llms.txt) and &quot;Semantic Unbaking&quot;\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\">Google \u628a\u9019\u500b\u65b9\u5411\u63cf\u8ff0\u70ba\u628a\u8fd1\u5e74\u5e38\u898b\u7684\u300cLLM-wiki pattern\u300d\u6b63\u5f0f\u5316\u3002\u82e5\u5718\u968a\u672c\u8eab\u5df2\u7d93\u5728\u7528 Obsidian\u3001Notion\u3001Hugo\uff0c\u6216\u4ee5 AGENTS.md\u3001CLAUDE.md \u9019\u985e\u6163\u4f8b\u6a94\u6848\u5354\u52a9 agent \u5de5\u4f5c\uff0c\u7406\u89e3 OKF \u6703\u8f03\u5bb9\u6613\uff0c\u56e0\u70ba\u5b83\u4fdd\u7559\u4e86 markdown\u3001frontmatter\u3001\u4ea4\u53c9\u9023\u7d50\u9019\u4e9b\u719f\u6089\u505a\u6cd5\uff0c\u518d\u88dc\u4e0a\u6700\u5c11\u4f46\u91cd\u8981\u7684\u5171\u901a\u898f\u5247\u3002\u91cd\u9ede\u5728\u65bc\u4e0d\u540c\u4f86\u6e90\u5efa\u7acb\u7684\u77e5\u8b58\u5eab\uff0c\u4e4b\u5f8c\u6709\u6a5f\u6703\u88ab\u4e0d\u540c agent \u6216\u5de5\u5177\u76f4\u63a5\u8b80\u53d6\uff0c\u800c\u4e0d\u7528\u9010\u6b21\u91cd\u505a\u8f49\u63db\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u958b\u653e\u683c\u5f0f\u6574\u7406\u77e5\u8b58\uff0c\u6e1b\u5c11\u88ab\u55ae\u4e00\u4f9b\u61c9\u5546\u5de5\u5177\u9396\u5b9a<\/li>\n\n\n\n<li>\u63a1\u7528 markdown \u52a0 YAML frontmatter\uff0c\u9580\u6abb\u8f03\u4f4e\uff0c\u65b9\u4fbf\u7248\u672c\u7ba1\u7406<\/li>\n\n\n\n<li>\u9069\u5408\u628a\u8cc7\u6599\u5b9a\u7fa9\u3001\u6d41\u7a0b\u6587\u4ef6\u3001\u7cfb\u7d71\u8108\u7d61\u4ea4\u7d66 agent \u8207\u5718\u968a\u5171\u7528<\/li>\n\n\n\n<li>\u91cd\u9ede\u4e0d\u662f\u65b0\u589e\u670d\u52d9\uff0c\u800c\u662f\u5efa\u7acb\u53ef\u651c\u3001\u53ef\u4e92\u901a\u7684\u77e5\u8b58\u8868\u793a\u65b9\u5f0f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u7279\u5225\u9069\u5408\u5df2\u7d93\u958b\u59cb\u5efa\u7acb AI agent\u3001\u8cc7\u6599\u5718\u968a\u77e5\u8b58\u5eab\u6216\u5167\u90e8\u6587\u4ef6\u6d41\u7a0b\u7684\u7d44\u7e54\u3002\u5c0d\u8cc7\u6599\u5206\u6790\u3001\u8cc7\u6599\u5e73\u53f0\u3001\u5de5\u7a0b\u5718\u968a\u4f86\u8aaa\uff0c\u5b83\u7684\u50f9\u503c\u5728\u65bc\u628a\u539f\u672c\u96f6\u6563\u4e14\u96e3\u642c\u79fb\u7684\u5167\u5bb9\uff0c\u8b8a\u6210\u8f03\u5bb9\u6613\u7dad\u8b77\u548c\u91cd\u7528\u7684\u77e5\u8b58\u8cc7\u7522\u3002\u6587\u7ae0\u672a\u63d0\u4f9b\u91cf\u5316\u6027\u80fd\u6578\u64da\u6216\u57fa\u6e96\u6e2c\u8a66\uff0c\u56e0\u6b64\u73fe\u968e\u6bb5\u8f03\u9069\u5408\u628a OKF \u770b\u6210\u4e00\u500b\u6a19\u6e96\u5316\u65b9\u5411\uff1a\u5148\u7528\u7c21\u55ae\u6587\u4ef6\u7d50\u69cb\u7d71\u4e00\u77e5\u8b58\uff0c\u518d\u9010\u6b65\u6539\u5584 AI \u7cfb\u7d71\u53d6\u5f97\u8108\u7d61\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\uff1a<\/strong> <a href=\"https:\/\/cloud.google.com\/blog\/products\/data-analytics\/how-the-open-knowledge-format-can-improve-data-sharing\/\" rel=\"noopener noreferrer\">https:\/\/cloud.google.com\/blog\/products\/data-analytics\/how-the-open-knowledge-format-can-improve-data-sharing\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Open Knowledge Format \u60f3\u628a\u5206\u6563\u6587\u4ef6\u6574\u7406\u6210 AI \u8207\u4eba\u90fd\u770b\u5f97\u61c2\u7684\u5171\u901a\u683c\u5f0f\u3002\u5b83\u4e3b\u6253\u53ef\u651c\u3001\u6613\u8b80\uff0c\u65b9\u4fbf\u5718\u968a\u5171\u4eab\u77e5\u8b58\u3002<\/p>\n","protected":false},"author":8,"featured_media":9336,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[178,116],"tags":[],"class_list":["post-9337","post","type-post","status-publish","format-standard","hentry","category-google","category-agentic"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9337","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=9337"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9337\/revisions"}],"predecessor-version":[{"id":9344,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9337\/revisions\/9344"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9336"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}