shikharyashmaurya commited on
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f376216
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1 Parent(s): de46c34

Create app.py

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  1. app.py +43 -0
app.py ADDED
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+ import streamlit as st
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+ import os
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+ import tempfile
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+
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+ import google.generativeai as genai
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+
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+ secret_key = os.getenv("SECRET_KEY")
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+ genai.configure(api_key=secret_key)
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+
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+ prompt="""you are audio summariser.You will be taking the audio
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+ and summarizing the entire audio and providing the important summary in points
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+ within 250 words. Please provide the summary of the audio given here: """
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+
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+ st.title("Audio Application")
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+
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+ text=st.text_input("What do you want to know about the audio:")
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+
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+ if text:
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+
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+ prompt=""".You will be analyse the audio and provide the answers of the question given here: """+text
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+
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+ audio_file = st.file_uploader("Upload an audio file", type=["mp3", "wav", "ogg"])
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+
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+ def generate_gemini_content(prompt,audio_file):
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+
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+ with tempfile.NamedTemporaryFile(suffix='.wav', delete=False) as tmp_file:
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+ tmp_file.write(audio_file.getvalue())
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+ tmp_file.close() # close the file
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+
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+ model = genai.GenerativeModel("models/gemini-1.5-pro-latest")
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+ your_file = genai.upload_file(tmp_file.name)
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+ response = model.generate_content([prompt, your_file])
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+ return response.text
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+
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+ os.remove(tmp_file.name)
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+
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+
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+ if st.button("Answer or summary"):
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+
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+ if audio_file:
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+ summary=generate_gemini_content(prompt,audio_file)
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+ st.markdown("## Summary:")
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+ st.write(summary)