Empower R&D Digitally

I am Fan Li, a materials chemist, data scientist and software engineer. I am the founder of Apex 974, a consulting service to build knowledge systems and AI solutions for R&D. With over 20 year experience, I know how to help R&D scientists and engineers.

Let's build your R&D competitive edge

Why Enterprise Should Embrace Generative AI

As Generative AI continues its upward trajectory, it presents a golden opportunity for enterprises. By understanding its potential, addressing concerns through informed strategies, and being open to embracing risks responsibly, visionary enterprise can unlock new opportunities, drive innovation, and stay ahead in an increasingly competitive business landscape.

Explore OntoGPT for Schema-based Knowledge Extraction

The OntoGPT framework and SPIRES tool provide a principled approach to extract knowledge from unstructured text for integration into Knowledge Graphs (KGs), using Large Language Models such as GPT. This methodology enables handling complex relationships, ensures logical consistency, and aligns with predefined ontologies for better KG integration.
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