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Create app.py
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app.py
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import streamlit as st
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import tempfile
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import os
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import google.generativeai as genai
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from dotenv import load_dotenv
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load_dotenv()
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# Configure Google API for audio summarization
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GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
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genai.configure(api_key=GOOGLE_API_KEY)
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def summarize_audio(audio_file_path):
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"""Summarize the audio using Google's Generative API."""
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model = genai.GenerativeModel("models/gemini-1.5-pro-latest")
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audio_file = genai.upload_file(path=audio_file_path)
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response = model.generate_content(
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[
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"Please summarize the following audio.",
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audio_file
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]
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)
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return response.text
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def save_uploaded_file(uploaded_file):
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"""Save uploaded file to a temporary file and return the path."""
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try:
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with tempfile.NamedTemporaryFile(delete=False, suffix='.' + uploaded_file.name.split('.')[-1]) as tmp_file:
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tmp_file.write(uploaded_file.getvalue())
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return tmp_file.name
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except Exception as e:
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st.error(f"Error handling uploaded file: {e}")
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return None
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# Streamlit app interface
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st.title('Your Audio Summarization App')
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with st.expander("About Summarization app"):
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st.write("""
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This application utilizes Google's generative AI to summarise the content of audio files.
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Simply upload your WAV or MP3 file to receive a brief summary of its contents.
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""")
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audio_file = st.file_uploader("Upload Audio File", type=['wav', 'mp3'])
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if audio_file is not None:
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audio_path = save_uploaded_file(audio_file) # Save the uploaded file and get the path
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st.audio(audio_path)
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if st.button('Summarize Audio'):
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with st.spinner('Please Wait : Summarizing...'):
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summary_text = summarize_audio(audio_path)
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st.info(summary_text)
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