I made a scraper to scrape all of this very same site you are reading this on!then, i proceeded to use HackClub AI to embed each and every projectIncase you dont know what embeddings are, here is a short explanation:wait, do you know what vectors are? basicly its a list of numbers that show how to get from one place to other, in a number of dimensions. so if i want to go from here to moon, i may move -100km in x 120km in y and like a billion km in z direction. A embeding model takes a piece of text, and outputs a vector, but unlike the above example, which was 3d, the model gives like 2560 dimensions vector! What we can do with this, is feed all projects into it and get embedings out of them, allowing us to compare them with other projects. this lets me find similar projects, how is this usefull?when i code the part that estimates what payout you should get, it will compare the embedding on your project to the one on other project and find similar ones to estimate your payout.
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