• We will also use the faiss for taking the embeddings and doing cosine similary and other operations
• next we take the sample text and store it in firestore (for quick retrival) and then get it from
• Use yt-dl for downloading the audio file from the youtube video for now (we need to figure out how to hook onto this normally)
• command used: yt-dlp -f 'ba' -x --audio-format mp3 https://www.youtube.com/watch?v=dQw4w9WgXcQ convert this webm -> wav