It’s usually safe to simply stop taking omeprazole without having to wean yourself off slowly. However, if you have been taking omeprazole for a long time, talk to your doctor for advice on how to wean yourself off it. You will probably need to gradually reduce your dose over time, rather than suddenly stopping omeprazole, which may cause your stomach to produce a lot more acid.