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