dependency caching

[AndreSlavescu]

re:

#9

Results after run locally (macbook pro m1)

==================================================
                BENCHMARK RESULTS                 
==================================================
Test Type                     Duration            
--------------------------------------------------
With Cache                    26.76s              
Without Cache                 68.07s              
With UV                       9.28s               
Cache Speedup                 41.31s              
UV vs Cache Speedup           17.48s              
==================================================

Test Output:
--------------------------------------------------
Matrix multiplication result:
 [[19 22]
 [43 50]]```

[msaroufim]

we don't need most these requirements to run the file, we mostly need them to run the bot which is not yet properly tested in CI

[msaroufim]

the github action should report how long it takes to run which will be more indicative of actual performance. see my caching prs i noticed caching would be slower than without