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Stavros Vassos

@souvou

AI expert, Knowledge Transfer enthusiast, PhD UofToronto, co-founder Helvia.ai -- new in Bluesky!

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10.08.2025
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Latest posts by Stavros Vassos @souvou

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The RDF Epiphany: When You Realize You’ve Been Building It All Along Part 6 of 6 in the series “LLMs Need Knowledge Graphs. Use RDF or End Up Rebuilding It.”

Some nice write-up on real-world cases: bryon.io/the-rdf-epip...

11.08.2025 08:37 👍 3 🔁 0 💬 0 📌 0

Oh and btw all this should work *on top* of excellent and perhaps tailored models for your domain. LLMs alone cannot handle this -- not even GPT-5 with its super intelligence (or regular intelligence, depending which camp you are in 😎).

11.08.2025 08:36 👍 1 🔁 0 💬 1 📌 0

While neo4j provides a developer-friendly approach to kickstart a solution, going to the core of the so-called semantic web is the way to understanding the landscape of capabilities and getting best results. With careful design RDF, RDFS, SPARQL can be great partners to a real solution.
(2/n)

11.08.2025 08:36 👍 2 🔁 0 💬 1 📌 0

Going deep in mapping knowledge for LLMs: It's becoming clear that when an AI system needs to handle a magnitude of unstructured and structured data, as e.g., in a typical unrestricted enterprise setting, some kind of knowledge graph is necessary.
(1/n)

11.08.2025 08:34 👍 3 🔁 0 💬 1 📌 0