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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)
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