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Hello.
Why not try creating a service role with the same name before deleting it?
https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles_create_for-service.html#roles-creatingrole-service-console
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For which service?
In this case, I think you need to create a knowledge base service role. https://docs.aws.amazon.com/bedrock/latest/userguide/kb-permissions.html