Bit sad how it's going. People go straight to product and venture scaled growth.
Build protocols, not products! I tell people.
It's a terrible advice actually, unless you like eating noodles and scraping by. But it's still the right way.
We're still waiting for the antirez' Redis version of Vector DBs. Maybe he should do one! :)
The good news is that this already exists in the Redis search module [1], which allows you to do similarity search against indexed embeddings, among other features, and offers comparable performance against other ANN libraries [2], depending on your performance criteria.
I've been using it for a side project to do semantic search on books[3] and have been really happy with its performance. (Not affiliated with any of this, was mostly interested in exploring existing well-performing, fairly standard tools with low latency)
[1] https://redis.io/docs/interact/search-and-query/search/vecto... [2] https://ann-benchmarks.com/#redisearch [3] https://viberary.pizza/how
https://pagespeed.web.dev/analysis/https-vickiboykis-com-202...