The feature that finds related pages from your browser history as you type sounds super useful. Can you explain how this works and what kind of algorithms are behind it?
Very useful!
@ramya_pk Hi Ramya thanks for the question! As you browse, Peek stores and index webpages on your computer. When you type the title of a note, it will search your entire browser history for related tabs to that topic and suggest them in that note for you.
We do a lot of data cleaning to clean up web page content before storing it. Then we store it to a FAISS index that matches content based on how semantically similar they are. We then filter out bad matches with a set of heuristics, and then re-rank and display them to users!
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It's a huge relief for me. My tabs are always a mess.
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