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marginalia_nu 3 hours ago

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).

rickette 3 hours ago | parent [-]

Curious on what (how much) hardware your running this.

marginalia_nu 3 hours ago | parent [-]

Currently running off

AMD EPYC 7543 x2 for 64 cores/128 threads

512 GB RAM

~ 90 TB of PM9A3 SSDs across 12 physical devices

Storage is not very full though. I'm probably using about a third of it at this point.