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| import streamlit as st | |
| import tempfile | |
| import os | |
| import google.generativeai as genai | |
| # Configure Google API for audio summarization | |
| GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") | |
| genai.configure(api_key=GOOGLE_API_KEY) | |
| def summarize_audio(audio_file_path, prompt): | |
| """Summarize and extract the audio using Google's Generative API.""" | |
| model = genai.GenerativeModel("models/gemini-1.5-pro-latest") | |
| audio_file = genai.upload_file(path=audio_file_path) | |
| response = model.generate_content( | |
| [ | |
| prompt, | |
| audio_file | |
| ] | |
| ) | |
| return response.text | |
| def save_uploaded_file(uploaded_file): | |
| """Save uploaded file to a temporary file and return the path.""" | |
| try: | |
| with tempfile.NamedTemporaryFile(delete=False, suffix='.' + uploaded_file.name.split('.')[-1]) as tmp_file: | |
| tmp_file.write(uploaded_file.getvalue()) | |
| return tmp_file.name | |
| except Exception as e: | |
| st.error(f"Error handling uploaded file: {e}") | |
| return None | |
| # Streamlit app interface | |
| st.title('SoundScape Intelligence: Unveiling Insights from Audio') | |
| with st.expander("About SoundScape Intelligence app"): | |
| st.write(""" | |
| This application utilizes Google's generative AI to summarize and extract key points from audio files . | |
| Simply upload your WAV or MP3 file and provide a prompt to receive insight from the files. | |
| """) | |
| audio_file = st.file_uploader("Upload Audio File", type=['wav', 'mp3']) | |
| if audio_file is not None: | |
| audio_path = save_uploaded_file(audio_file) # Save the uploaded file and get the path | |
| st.audio(audio_path) | |
| prompt = st.text_input("Enter your prompt:", "Please summarize the following audio.") | |
| if st.button('Extract Insight from Audio'): | |
| with st.spinner('Please Wait : Extracting Information...'): | |
| summary_text = summarize_audio(audio_path, prompt) | |
| st.info(summary_text) | |
| # Add a section to enter Google API Key | |
| st.sidebar.header("Google API Key") | |
| new_key = st.sidebar.text_input("Enter your Google API Key:", value=GOOGLE_API_KEY) | |
| if new_key: | |
| os.environ["GOOGLE_API_KEY"] = new_key | |
| GOOGLE_API_KEY = new_key | |
| genai.configure(api_key=GOOGLE_API_KEY) | |