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Browse files- app.py +68 -45
- requirements.txt +2 -1
app.py
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import streamlit as st
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import google.generativeai as genai
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from youtube_transcript_api import YouTubeTranscriptApi
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#
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and summarizing the entire video and providing the important summary in points
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within 1500 words. Please provide the summary of the text given here: """
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#
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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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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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## getting the summary based on Prompt from Google Gemini Pro
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def generate_gemini_content(transcript_text, prompt, api_key):
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st.title("YouTube Video Summarizer")
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# Display
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)
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#
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google_api_key
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if
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st.error("Failed to extract transcript.")
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except Exception as e:
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st.error(f"An error occurred: {e}")
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import streamlit as st
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import google.generativeai as genai
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from youtube_transcript_api import YouTubeTranscriptApi
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from reportlab.lib.pagesizes import letter
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from reportlab.pdfgen import canvas
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import io
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# Set Streamlit page configuration
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st.set_page_config(page_title="YouTube Video Summarizer", layout="wide")
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# Sidebar for user inputs
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google_api_key = st.sidebar.text_input("Enter your Google API Key:", type="password")
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youtube_link = st.sidebar.text_input("Enter YouTube Video Link:")
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# Summary length customization
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summary_length = st.sidebar.select_slider(
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"Select Summary Length:", options=['Short', 'Medium', 'Long'], value='Medium'
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)
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# Define functions
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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 = YouTubeTranscriptApi.get_transcript(video_id)
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return " ".join(segment["text"] for segment in transcript)
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except Exception as e:
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st.sidebar.error(f"An error occurred: {e}")
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return None
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def generate_gemini_content(transcript_text, prompt, api_key):
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try:
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genai.configure(api_key=api_key)
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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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except Exception as e:
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st.error(f"An error occurred: {e}")
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return None
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def create_pdf(summary_text):
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buffer = io.BytesIO()
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c = canvas.Canvas(buffer, pagesize=letter)
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c.drawString(72, 800, "Summary")
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text = c.beginText(40, 780)
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text.setFont("Helvetica", 12)
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for line in summary_text.split('\n'):
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text.textLine(line)
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c.drawText(text)
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c.showPage()
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c.save()
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buffer.seek(0)
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return buffer.getvalue()
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# UI elements
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st.title("YouTube Video Summarizer")
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# Display video thumbnail
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if youtube_link:
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video_id = youtube_link.split("=")[1]
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video_thumbnail = f"http://img.youtube.com/vi/{video_id}/0.jpg"
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st.image(video_thumbnail, caption="Video Thumbnail", use_column_width=True)
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# Process and display summary
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if google_api_key and youtube_link and st.button("Get Detailed Notes"):
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transcript_text = extract_transcript_details(youtube_link)
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if transcript_text:
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prompt = """You are a YouTube video summarizer. Summarize the video content into key points within 1500 words."""
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customized_prompt = f"{prompt} Please generate a {summary_length.lower()} summary."
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summary = generate_gemini_content(transcript_text, customized_prompt, google_api_key)
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if summary:
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st.success("Transcript extracted and summary generated successfully!")
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st.subheader("Detailed Notes:")
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st.write(summary)
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# PDF download
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pdf_bytes = create_pdf(summary)
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st.download_button(label="Download Summary as PDF",
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data=pdf_bytes,
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file_name="YouTube_Summary.pdf",
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mime="application/pdf")
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else:
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st.error("Failed to generate summary.")
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else:
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st.error("Failed to extract transcript.")
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requirements.txt
CHANGED
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@@ -2,4 +2,5 @@ youtube_transcript_api
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streamlit
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google-generativeai
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python-dotenv
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-
pathlib
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streamlit
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google-generativeai
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python-dotenv
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pathlib
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reportlab
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