BookMatcher

BookMatcher extension helps you to match your bookmark folders.

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