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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 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('Your AI Audio Summarization App') | |
with st.expander("About Summarization app"): | |
st.write(""" | |
This application utilizes Google's generative AI to summarise the content of audio files. | |
Simply upload your WAV or MP3 file and provide a prompt to receive a brief summary of its contents. | |
""") | |
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('Summarize Audio'): | |
with st.spinner('Please Wait : Summarizing...'): | |
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) | |