CRX id
nicdobbllejmodeelommlhfkebadekhg
nicdobbllejmodeelommlhfkebadekhg
Description from extension meta
BookMatcher extension helps you to match your bookmark folders.
Image from store
Description from store
Using TF-IDF (Term Frequency-Inverse Document Frequency) and cosine similarity, I can more accurately find the most matching folder for a URL. Specifically:
Analyze local folders to generate a TF-IDF dictionary
Monitor bookmark save operations, extract keywords from the URL, and find the best matching folders in the TF-IDF dictionary
Display folders ranked by matching score from highest to lowest
This approach has several advantages:
The more pages saved in a folder, the higher the cosine similarity, meaning matches become more accurate
Completely local computation, no need for GPT or other AI tools, with millisecond-level calculation speed