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Runtime error
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c90eafc
1
Parent(s):
ac47380
uploaded core model
Browse files- interface.py +60 -0
- requirements.txt +2 -0
interface.py
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from transformers import pipeline
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import gradio as gr
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def generate_recommendations(party_on_weekends, flavor_preference, texture_dislike, price_range):
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# Define the list of ingredients
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ingredients = ["oranges", "apples", "pears", "grapes", "watermelon", "lemon", "lime"]
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# Apply the rules based on user answers
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allowed_fruits = ingredients.copy()
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if party_on_weekends == "yes":
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allowed_fruits = list(set(allowed_fruits) & set(["apples", "pears", "grapes", "watermelon"]))
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if flavor_preference == "cider":
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allowed_fruits = list(set(allowed_fruits) & set(["apples", "oranges", "lemon", "lime"]))
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elif flavor_preference == "sweet":
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allowed_fruits = list(set(allowed_fruits) & set(["watermelon", "oranges"]))
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elif flavor_preference == "waterlike":
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allowed_fruits = list(set(allowed_fruits) & set(["watermelon"]))
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if "grapes" in allowed_fruits:
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allowed_fruits.remove("watermelon")
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if texture_dislike == "smooth":
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if "pears" in allowed_fruits:
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allowed_fruits.remove("pears")
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elif texture_dislike == "slimy":
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slimy_fruits = ["watermelon", "lime", "grapes"]
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allowed_fruits = list(set(allowed_fruits) - set(slimy_fruits))
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elif texture_dislike == "waterlike":
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if "watermelon" in allowed_fruits:
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allowed_fruits.remove("watermelon")
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if price_range < 3:
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if "lime" in allowed_fruits:
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allowed_fruits.remove("lime")
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if "watermelon" in allowed_fruits:
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allowed_fruits.remove("watermelon")
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elif 4 < price_range < 7:
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if "pears" in allowed_fruits:
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allowed_fruits.remove("pears")
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if "apples" in allowed_fruits:
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allowed_fruits.remove("apples")
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return allowed_fruits
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def recommend_fruits(party_answer, flavor_answer, texture_answer, price_answer):
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recommendations = generate_recommendations(party_answer, flavor_answer, texture_answer, price_answer)
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return "Recommended fruits: " + str(recommendations)
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iface = gr.Interface(fn=recommend_fruits,
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inputs=["text", "text", "text", "text"],
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outputs="text",
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live=True)
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iface.launch()
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requirements.txt
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transformers==4.27.0
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gradio==3.41.0
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