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Pretty nervous about this, but here goes. Here's a side project I've been working on for the past few months. It's called Viberary and it's a semantic search engine. It gives you book recommendations based on 
vibes. You enter a search query like "funny scifi" and it returns a list of (hopefully!) good recommendations.
There is an about page that explains the data, model, etc. It's still pretty early stages but it's been a labor of love for me.
@vicki super cool
@vicki The about page on this is great... I searched a few things and added a couple to my goodreads want list. I searched "beach reads" and was expecting more results like really fun light books to read on the beach and got more beach themed books, but still some interesting things to add to my list.
@danmayer this is great feedback, thanks!