Showcasing the combined power of the following for note-taking and the progressive creation and management of knowledge bases:
1. Hyperlinks as powerful super keys for data, information, and knowledge access by reference
2. RDF for entity descriptions in machine-computable form, using subject–>predicate–>object structured data representation
3. HTML for hypermedia document creation
4. A universal filesystem interface for CRUD (Create, Read, Update, Delete) operations
How?
This knowledge base update workflow requires just a few simple steps:
1. Prompt any AI agent (Claude Code, Codex, and similar tools) as follows: Generate an RDF knowledge graph and HTML breakdown document from {document-url}
2. Drag and drop the generated RDF and HTML documents into an HTTP-accessible folder mounted on your local device (desktop, notebook, or phone)
3. Open the HTML document and follow your nose into the underlying knowledge graph
4. Rinse and repeat whenever you encounter content containing knowledge you want to reuse and recall—simply by querying your AI agent of choice
Why should you care?
Because this shifts knowledge work from passive consumption to active, reusable structure.
Instead of re-reading and re-searching, you progressively build a personal (or organizational) knowledge layer that is:
* Queryable via AI agents
* Reusable across contexts and time
* Deterministic in retrieval when combined with structured representations
* Incrementally improving with every document you process
* Independently owned rather than locked inside proprietary silos
In short, it turns everyday reading into compounding intellectual infrastructure.
What makes this “deceptively simple” workflow possible?
Our Virtuoso platform, which provides modern data space management (databases, knowledge bases, filesystems, and APIs) that blends naturally with the new age of AI agents and agent skills.
See comments section for links to documents generated in the demo.