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app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the recipe generation model
+generator = pipeline("text2text-generation", model="flax-community/t5-recipe-generation")
+
+def generate_recipe(ingredients):
+    """
+    Generate a recipe based on the provided ingredients
+    """
+    # Check if ingredients are provided
+    if not ingredients.strip():
+        return "Please enter some ingredients!"
+    
+    try:
+        # Format the prompt for the model
+        # The model expects format: "items: ingredient1, ingredient2, ingredient3"
+        prompt = f"items: {ingredients}"
+        
+        # Generate the recipe
+        result = generator(prompt, max_length=512, do_sample=True)
+        
+        # Extract the generated recipe
+        recipe = result[0]['generated_text']
+        
+        # Format the output nicely
+        output = "#Generated Recipe\n\n"
+        output += "---\n\n"
+        output += recipe
+        output += "\n\n---\n\n"
+        output += "**Tip**: Try different ingredient combinations for variety!"
+        
+        return output
+        
+    except Exception as e:
+        return f"Error generating recipe: {str(e)}\n\nPlease try again with different ingredients."
+
+# Example ingredient combinations for users to try
+examples = [
+    ["chicken, rice, garlic, tomatoes, onion"],
+    ["pasta, cream, parmesan cheese, mushrooms, spinach"],
+    ["eggs, milk, flour, sugar, vanilla extract"],
+    ["salmon, lemon, dill, potatoes, butter"],
+    ["beef, beans, chili powder, onion, tomatoes"],
+    ["tofu, soy sauce, ginger, broccoli, sesame oil"]
+]
+
+# Create the Gradio interface
+demo = gr.Interface(
+    fn=generate_recipe,
+    inputs=gr.Textbox(
+        label="Enter Your Ingredients",
+        placeholder="chicken, rice, garlic, tomatoes, onion",
+        lines=3,
+        info="Enter ingredients separated by commas"
+    ),
+    outputs=gr.Markdown(label="Your Recipe"),
+    title="AI Recipe Generator",
+    description="Enter the ingredients you have, and I'll generate a delicious recipe for you!",
+    examples=examples,
+    theme=gr.themes.Soft(),
+    article="""
+    ### How to use:
+    1. Enter your available ingredients separated by commas
+    2. Click 'Submit' or press Enter
+    3. Get a complete recipe with instructions!
+    
+    **Powered by T5 Recipe Generation Model from Hugging Face**
+    """
+)
+
+if __name__ == "__main__":
+    demo.launch()

requirements.txt

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+gradio
+transformers
+torch
+sentencepiece