I'm curious about what it would take to build my own "toy" search engine with its own index. Anyone ever tried this?
Might find YaCy interesting. It’s meant to be a decentralised search engine where users scrape the internet and can search other users indexes in a kind of torrent like way.
I found it didn’t really work as a real search engine but it was interesting.
Good luck scraping websites without being blocked, if you're not Google.
Yeah that's where I started out in 2021. Been at it for almost 5 years now, last three of which full time. I'm indexing about 1.1 billion documents now off a single server.
Hard part is doing it at any sort of scale and producing useful results. It's easy to build something that indexes a few million documents. Pushing into billions is a bigger challenge, as you start needing a lot of increasingly intricate bespoke solutions.
Devlog here:
https://www.marginalia.nu/tags/search-engine/
And search engine itself:
https://marginalia-search.com/
(... though it operates a bit sub-optimally now as I'm using a ton of CPU cores to migrate the index to use postings lists compression, will take about 4-5 days I think).