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Create app.py
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app.py
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import requests
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import streamlit as st
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from IPython.display import Audio
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import os
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API_URL_AUD = "https://api-inference.huggingface.co/models/facebook/musicgen-medium"
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API_URL_GPT = "https://api-inference.huggingface.co/models/mistralai/Mixtral-8x7B-Instruct-v0.1"
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headers = {"Authorization": f"Bearer {os.environ.get('API_KEY')}"}
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def query_gpt(payload):
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response = requests.post(API_URL_GPT, headers=headers, json=payload)
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return response.json()
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def query_aud(payload):
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response = requests.post(API_URL_AUD, headers=headers, json=payload)
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return response.content
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st.title("Generate Music With ChatGPT")
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st.markdown("Get Incredible results by mixing :blue-background[Facebook's MusicGen] and :blue-background[ChatGPT] to improve prompt")
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prompt = st.text_input("Enter your prompt/idea/few words")
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#num = st.select_slider("Choose number of audio compositions to generate", options=["1", "2", "3", "4"])
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if st.button("Generate"):
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upd_prompt = query_gpt("inputs": f"Extend this prompt for music generation, add professionality, make it more beautiful to get better results: {prompt}")
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if upd_prompt:
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st.markdown(f":blue-background[GPT] updated your prompt! Here it is: **{upd_prompt}**")
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audio_bytes = query_aud("inputs": upd_prompt)
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if audio_bytes:
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audio = st.audio(audio_bytes)
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st.markdown(":green[Audio Generated Successfully!]")
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