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anyone built a messaging application before? working on a chatgpt-like app and trying to decide the best way to handle the high volume of writes needed to save messages.

solutions being considered:
- scylla
- redis + daily backup to postgres
- just a beefy pg cluster

curious about people's thoughts on which is best

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redis + sync to postgres with pgvector is a great way to go