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app.py
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!pip install gradio groq openai-whisper gtts
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import os
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import gradio as gr
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from groq import Groq
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import whisper
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from gtts import gTTS
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import tempfile
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# Set up Groq API key
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os.environ['GROQ_API_KEY'] = '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'
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groq_client = Groq(api_key=os.environ.get('GROQ_API_KEY'))
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# Load Whisper model
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whisper_model = whisper.load_model("base")
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def process_audio(audio_file):
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# Transcribe audio using Whisper
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result = whisper_model.transcribe(audio_file)
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user_text = result['text']
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# Generate response using Llama 8b model with Groq API
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chat_completion = groq_client.chat.completions.create(
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messages=[
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{
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"role": "user",
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"content": user_text,
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}
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],
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model="llama3-8b-8192",
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)
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response_text = chat_completion.choices[0].message.content
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# Convert response text to speech using gTTS
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tts = gTTS(text=response_text, lang='en')
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audio_file = tempfile.NamedTemporaryFile(delete=False, suffix='.mp3')
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tts.save(audio_file.name)
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return response_text, audio_file.name
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# Create Gradio interface
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iface = gr.Interface(
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fn=process_audio,
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inputs=gr.Audio(type="filepath"),
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outputs=[gr.Textbox(label="Response"), gr.Audio(label="Response Audio")],
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live=True
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)
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iface.launch()
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