Spaces:
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Create app.py
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app.py
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import os
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import requests
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import gradio as gr
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# Retrieve the API key from the environment variable
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groq_api_key = os.getenv("GROQ_API_KEY")
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if not groq_api_key:
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raise ValueError("GROQ_API_KEY is missing! Set it in the Hugging Face Spaces 'Secrets'.")
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# Define the API endpoint and headers
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url = "https://api.groq.com/openai/v1/chat/completions"
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headers = {"Authorization": f"Bearer {groq_api_key}"}
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# Function to interact with Groq API
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def chat_with_groq(user_input):
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body = {
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"model": "llama-3.1-8b-instant",
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"messages": [{"role": "user", "content": user_input}]
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}
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response = requests.post(url, headers=headers, json=body)
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if response.status_code == 200:
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return response.json()['choices'][0]['message']['content']
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else:
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return f"Error: {response.json()}"
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# Create Gradio interface
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interface = gr.Interface(
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fn=chat_with_groq,
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inputs=gr.Textbox(lines=2, placeholder="Ask me anything..."),
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outputs=gr.Textbox(),
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title="Chat with Groq AI (Llama 3.1-8B)",
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description="Type your question below and get a response powered by Groq's Llama 3.1-8B model."
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)
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# Launch Gradio app
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if __name__ == "__main__":
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interface.launch()
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