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My NLP text conversion process freezes up at any time, not giving me any output

hope you are doing good.
I have made an audio to text conversion application using Python, OpenAI Whisper and Streamlit. In the backend this conversion process continues to run everytime. So what it does is, it fecthes the new call data through API from the companies server and converts it into text which is then stored in local MySQL database. Now my streamlit app fecthes these data from database and displays all the insights on the dashboard.
In all these processes my major challenge is to keep the backend conversion process running everytime and everyday. But it freezes up many time without giving any output or fetching the next set of records from api. Why it is happening and how can I fix this to be always up and alive. Please help me.