Our summary
This guide explores how to help an AI assistant sort documents into massive filing systems. Instead of showing the software thousands of final folders at once, the author tests breaking the choice down into smaller steps. This is useful for organizing patents, retail products, or medical files.
The tests compare two different sorting methods. The first method forces the AI to pick the single best category at each level and move down. In these tests, keeping several possible paths open at once helped the software recover if an early choice was unclear.
The best method depends entirely on the shape of the category tree. Neither approach can fix a filing system that is missing folders or uses confusing labels. This guide is useful for developers who need to organize large amounts of information without overwhelming their software.
Key takeaways
- Break massive lists of categories into smaller choices to avoid confusing the software.
- Keep several possible paths open if the first category choice is not completely clear.
- Test your sorting method on different category trees because the best approach changes with the structure.