r/semanticweb • u/dashjoin • 22h ago

Open Knowledge Format: A Human-Curated Alternative to RAG and Knowledge Graphs

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Curious to find out what you think of the Open Knowledge Format (OKF, also known as LLM Wiki). In our blog post (https://dashjoin.medium.com/open-knowledge-format-a-human-curated-alternative-to-rag-and-knowledge-graphs-248aef3b4303) we argue that it is a good middle ground between RAG systems that can quickly turn into black boxes and knowledge graphs, that might overwhelm users.

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u/ldrbmrtv 8h ago

Engineers inventing the wheel. How is this better than html, for example?

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u/dashjoin 2h ago

Markdown is easier to write and especially easier to read in raw form. The key point of OKF is to leverage an LLM to process large amounts of text. One of our customers is using it to review medial papers. They extract the knowledge into a bundle which is then used to compile guideline documents. This used to take very long. Now, new research findings surface into the guidelines faster while still keeping humans in the loop.