I think the architecture supports pluggable backends, but AFAIK mongo is the best supported (and is the only one I know much about). There is a backend for elasticsearch (https://github.com/petrjasek/eve-elastic) but I've never used it and don't know how complete it is. From looking on github support for SQLAlchemy is slowly in the works.