This project creates a "compact, machine-optimized format designed for efficient AI parsing rather than human readability" called "Structured Knowledge Format (SKF)".
It's not obvious to me that this is a good idea. LLMs are trained on human-readable text.
The author notes that non-reasoning LLMs struggle with these SKFs. Maybe that's a hint that human readable summaries would perform better? Just a guess.
Or perhaps a vector store?
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