So I did what any good ML student would do and built a simple ML system (using TF-IDF vectors) that will recommend you similar bookmarks.
I use Obsidian.md as my second brain but needed a space to put the interesting links without spending the time to create a new note incorporate it into my organizational system. I think lxi.ai does a good job of being the middle ground for holding the interesting links for me to come back to when I really want to wrestle with the ideas. Hope some people like it too!
website: https://lxi.ai/
chrome extension: https://chrome.google.com/webstore/detail/lxiai/dkhfhajlhegd...
firefox addon: https://addons.mozilla.org/addon/lxi-ai/
I am assuming you built this with Python, right? Any chance you can share the approach? Would love to try building something for the web with the use of Tensorflow.
It might be overkill to use tensorflow for TF-IDF, but go for it!
With lxi.ai, I use the top 10 most important keywords for the actual comparison along with some other tricks to make sure the model can scale. Might be worth a blog post or something.
Found a small bug. I've added a few bookmarks and when I press the Random Bookmark link I get an Internal Server Error at this url (https://lxi.ai/bookmarks/achieve):
``` The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application. ```
Thanks a ton in advance.
