app.py

import streamlit as st
from dotenv import load_dotenv

load_dotenv() ##load all the evironment variables
import os
import google.generativeai as genai

from youtube_transcript_api import YouTubeTranscriptApi

genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))

prompt="""
You are an expert AI assistant specializing in transcribing and taking detailed notes
 from transcript related to Machine Learning, Deep Learning, and Artificial Intelligence.
 Your task is to provide a comprehensive summary of the following transcript,
   including all key points, discussions, and Q&A sessions. 
   Please follow these guidelines:

1. Main Content:
   - Identify and summarize the main topic(s) discussed in the transcript.
   - List all key concepts, theories, and techniques mentioned.
   - Provide detailed explanations for each concept, including definitions, applications, and significance in the field.
   - Note any examples or case studies presented to illustrate concepts.
   - Capture any formulas, algorithms, or code snippets discussed, ensuring they are accurately transcribed.
   - Highlight any cutting-edge research or recent advancements mentioned.
Please provide the summary of the text given here:  """


## getting the transcript data from yt videos
def extract_transcript_details(youtube_video_url):
    try:
        video_id=youtube_video_url.split("=")[1]
        
        transcript_text=YouTubeTranscriptApi.get_transcript(video_id)

        transcript = ""
        for i in transcript_text:
            transcript += " " + i["text"]

        return transcript

    except Exception as e:
        raise e
    
## getting the summary based on Prompt from Google Gemini Pro
def generate_gemini_content(transcript_text,prompt):

    model=genai.GenerativeModel("gemini-pro")
    response=model.generate_content(prompt+transcript_text)
    return response.text

st.title("🎥DDS YouTube Note Generator")
youtube_link = st.text_input("Enter YouTube Video Link:")

if youtube_link:
    video_id = youtube_link.split("=")[1]
    print(video_id)
    st.image(f"http://img.youtube.com/vi/{video_id}/0.jpg", use_column_width=True)

if st.button("Get Detailed Notes"):
    transcript_text=extract_transcript_details(youtube_link)

    if transcript_text:
        summary=generate_gemini_content(transcript_text,prompt)
        st.markdown("## Detailed Notes are below:")
        st.write(summary)