Can anyone suggest a more cost-effective cloud/managed alternative to Pinecone for small businesses looking to use embedding? Currently, Pinecone costs $70 per month or $0.096 per hour, which could be cost-prohibitive for businesses with limited budgets.
Postgres has vector storage capabilities.
Also, unless your dealing with >100K vectors, simple file storage and loading into memory is easiest.
Apparently Redis has Vector capabilities now as well…
Lots of DB vendors will be actively looking to add support for vector data types and similarity operations, I’m sure.
Then you can self-host or get online managed services of those.
You may useful with this link
I’m looking for a hosted version for easier management.