app.py

# version - ArticMonkey:19.03.24:1743

import psutil
import sys

import streamlit as st 

# my modules 
from audio_processing.A2T import A2T
from audio_processing.T2A import T2A
from llm.llm import LLM_chain

# libraries from other authors 
from streamlit_mic_recorder import mic_recorder

llmchain = LLM_chain()

def main():
    mic = mic_recorder(start_prompt="Record",stop_prompt="Stop", just_once=True)

    if mic is not None:
        a2t = A2T(mic["bytes"])
        text = a2t.predict()
        response = llmchain(entity=text, id=1)
    
        t2a = T2A(response)
        t2a.autoplay()

        print(sys.getsizeof(response))
        
        del response
        del a2t
        
    print('RAM memory % used after:', psutil.virtual_memory()[2])  

if __name__ == "__main__":
    print('RAM memory % used:', psutil.virtual_memory()[2]) # ~ 94 GB full memory
    main()