{"id":"2067012903337664886","url":"https://x.com/GoogleCloudTech/status/2067012903337664886","text":"Introducing the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format.\n\nAI is only as smart as the context we give it. As we build more advanced, agentic AI systems, they need accurate metadata and context to be useful. But in most organizations, that context is locked inside fragmented data catalogs, isolated wikis, scattered code comments, or the minds of senior engineers. Every time a new AI agent is built, teams are forced to solve the exact same context-assembly problem from scratch.\n\nTo solve this, we've announced OKF, a vendor-neutral, open specification that formalizes the \"LLM-wiki pattern\" into a portable, interoperable format. It provides a standardized way to represent the enterprise knowledge that modern AI systems rely on.\n\n— Just markdown: readable in any editor, renderable on GitHub, indexable by any search tool\n— Just files: shippable as a tarball, hostable in any git repo, mountable on any filesystem\n— Just YAML frontmatter: for the small set of structured fields that need to be queryable: type, title, description, resource, tags, and timestamp\n\nWe’ve also shipped reference implementations to help you hit the ground running, including an enrichment agent for BigQuery, a static HTML visualizer, and live sample bundles on @github → https://goo.gle/4uGvAEe\n\n➕ Knowledge Catalog can now natively ingest OKF!\n\nStop reinventing data models and building bespoke integrations for every new AI tool. Here's more about how OKF works → https://goo.gle/4uGvBbg","author":{"name":"Google Cloud Tech","username":"GoogleCloudTech","avatarUrl":"https://pbs.twimg.com/profile_images/2047008659629391872/BfLTYOuh_200x200.jpg"},"createdAt":"Tue Jun 16 22:34:14 +0000 2026","engagement":{"replies":127,"retweets":583,"likes":4911,"views":425075},"media":{"photos":[{"url":"https://pbs.twimg.com/media/HK-BSBgXoAAjs0H.jpg?name=orig","width":1712,"height":1196}],"videos":[]},"externalLink":{"url":"https://goo.gle/4uGvAEe","displayUrl":"goo.gle","title":"knowledge-catalog/okf at main · GoogleCloudPlatform/knowledge-catalog","description":"Google Cloud Knowledge Catalog Tools and Samples. Contribute to GoogleCloudPlatform/knowledge-catalog development by creating an account on GitHub.","thumbnailUrl":"https://opengraph.githubassets.com/4d555cea31fd832a2c2d2ba093722089278e963758613eb36d0c8a897ded8e6a/GoogleCloudPlatform/knowledge-catalog"}}