Update app.py
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app.py
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import gradio as gr
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import os
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from huggingface_hub import InferenceClient
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# Load API key securely from Hugging Face Secrets
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api_key = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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# Initialize Hugging Face Inference API Client
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client = InferenceClient(
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model="mistralai/Mistral-7B-Instruct-v0.2",
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token=api_key
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)
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# Function to generate response
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def generate_response(prompt):
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response = client.text_generation(prompt, max_new_tokens=200)
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return response
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# Gradio UI
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iface = gr.Interface(
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fn=generate_response,
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inputs=gr.Textbox(placeholder="Ask me anything..."),
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outputs="text",
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title="Mistral-7B Chatbot",
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description="Enter a question and get a response from Mistral-7B."
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)
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# Launch Gradio app
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iface.launch()
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