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Create app.py
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app.py
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import gradio as gr
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from groq import Groq
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import os
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# Load API key from Hugging Face Secrets
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client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
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def get_recommendation(quantity, food_type, expiry_hours):
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# Basic logic (fast + reliable)
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if quantity < 20:
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base = "Elderly Individuals"
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elif quantity < 100:
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base = "Care Homes"
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else:
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base = "NGOs / Refugee Centers"
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# AI explanation
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prompt = f"""
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A restaurant has:
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- {quantity} meals
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- Food type: {food_type}
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- Expiry in {expiry_hours} hours
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The system selected: {base}
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Explain why this is the best recipient in 2-3 lines.
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"""
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response = client.chat.completions.create(
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model="llama3-70b-8192",
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messages=[{"role": "user", "content": prompt}]
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)
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explanation = response.choices[0].message.content
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return f"✅ Recommended: {base}\n\n🤖 AI Reasoning:\n{explanation}"
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# Gradio UI
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demo = gr.Interface(
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fn=get_recommendation,
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inputs=[
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gr.Number(label="Number of Meals"),
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gr.Dropdown(["halal", "soft", "packaged"], label="Food Type"),
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gr.Number(label="Hours Until Expiry")
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],
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outputs="text",
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title="🍽️ NourishNet AI",
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description="AI-powered food surplus redistribution system"
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)
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if __name__ == "__main__":
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demo.launch()
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