Cache function invocations

**Is your feature request related to a problem? Please describe.**
Running any function is expensive due to the network hop required.

**Describe the solution you'd like**
Automatic caching to memory, or to a designated provider (e.g Redis) 

**Describe alternatives you've considered**
Asking the user to use an existing function caching library such as `@functools.cache`
