micomamba is pretty great.. its fast and it's repo is the same as conda.. it handles dependency resolution pretty fast too.. only down side I can is that all packages are on pip.. most are available via conda.. but if your packages are in conda or any repo/channel that micomamba can assess then you are all set..
For the requirements.txt there is usually a so called freeze file that has the frozen dependencies in it.