ramhemanth580
commited on
Upload 2 files
Browse files- app.py +64 -0
- requirements.txt +8 -0
app.py
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import streamlit as st
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from dotenv import load_dotenv
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load_dotenv()
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import os
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import google.generativeai as genai
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from youtube_transcript_api import YouTubeTranscriptApi
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genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
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prompt = """You are a Amazing Youtube video summarizer, Your objective is to take the provided transcript text
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and summerize the entire video transcript into to consise and meaningful summary in points within 250 points, The summary should cover all the
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important points.
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The transcript text is :
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"""
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## Getting the transcript data from the videos
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def extract_transcript_details(youtube_video_url):
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try:
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video_id = youtube_video_url.split("=")[1]
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transcript_text = YouTubeTranscriptApi.get_transcript(video_id=video_id)
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transcript = ""
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for i in transcript_text:
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transcript += " "+i["text"]
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return transcript
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except Exception as e:
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raise e
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## getting the esummary based on Prompt from Google Gemini Pro
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def generate_gemini_content(transcript_text,prompt):
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model = genai.GenerativeModel("gemini-pro")
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response = model.generate_content(prompt+transcript_text)
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return response.text
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## Streamlit APP
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st.set_page_config(page_title="ATS Resume Expert")
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st.header("Youtube Video Transcriber")
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st.title("Youtube Transcript to detailed notes converter")
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youtube_link = st.text_input("Enter Youtube Video Link: ")
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if youtube_link:
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video_id = youtube_link.split("=")[1]
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#print(video_id)
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st.image(f"http://img.youtube.com/vi/{video_id}/0.jpg", use_column_width=True)
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if st.button("Get Youtube Video Original Transcript"):
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original_transcript = extract_transcript_details(youtube_link)
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st.subheader('The Original Transcript is ')
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st.write(original_transcript)
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if st.button("Get Detailed Summary of the Video"):
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transcript_text = extract_transcript_details(youtube_link)
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if transcript_text:
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summary = generate_gemini_content(transcript_text,prompt)
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st.markdown("## Detailed Notes:")
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st.write(summary)
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requirements.txt
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@@ -0,0 +1,8 @@
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streamlit
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google-generativeai
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python-dotenv
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langchain
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chromadb
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langchain_google_genai
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youtube_transcript_api
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pathlib
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