We need to create a pipeline to generate transcripts from gemini-3-flash model from google. Now we would need a proper prompt which i've crafted here a prompt @prompt.txt which is a high level overview of what and how i want the model to act or behave when generating transcripts. and then i'm gonna give you my whole context on how to and where to and when to do everything, so we can plan accordingly from the start.