Very interesting thoughts, and a promising approach and proof of concept! The semantic web has been an idea 'out there' that could finally get implemented right with powerful LLMs+ KBs. you are on to something with how you draw out structure from the data on the web. Combining LLMs with knowledge-base info via prompt engineering, chaining, fine-tuning, and additional database/knowledge-base integration is the way to get to structured information. It's a game changer IMHO.
Very interesting thoughts, and a promising approach and proof of concept! The semantic web has been an idea 'out there' that could finally get implemented right with powerful LLMs+ KBs. you are on to something with how you draw out structure from the data on the web. Combining LLMs with knowledge-base info via prompt engineering, chaining, fine-tuning, and additional database/knowledge-base integration is the way to get to structured information. It's a game changer IMHO.