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Update app.py
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app.py
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import google.generativeai as genai
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import gradio as gr
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import numpy as np
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import PIL.Image
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model = genai.GenerativeModel("gemini-1.5-flash")
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img = PIL.Image.open(image)
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app.launch()
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import google.generativeai as genai
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import gradio as gr
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def carbonFootPrintAI(monthly_oil_bill: int,
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monthly_gas_bill: int,
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monthly_electricity_bill: int,
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total_yearly_mileage_on_car: int,
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number_of_flights_in_past_year_less_or_equal_4hours: int,
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number_of_flights_in_past_year_more_or_equal_4hours: int,
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recycle_newspaper=False,
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recycle_aluminium_and_tin=False):
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genai.configure(api_key="AIzaSyAs726sBS7iWEO7ql2LFbvCxJ_bzbpDbiI")
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model = genai.GenerativeModel("gemini-pro")
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# Calculate base values
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e_bill = monthly_electricity_bill * 105
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o_bill = monthly_oil_bill * 113
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g_bill = monthly_gas_bill * 105
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y_mileage = total_yearly_mileage_on_car * 0.79
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f_less_than_4hours = number_of_flights_in_past_year_less_or_equal_4hours * 1100
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f_more_than_4hours = number_of_flights_in_past_year_more_or_equal_4hours * 4400
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# Total footprint without recycling adjustments
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total_footprint = e_bill + o_bill + g_bill + y_mileage + f_less_than_4hours + f_more_than_4hours
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# Add penalties if not recycling
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if not recycle_newspaper:
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total_footprint += 184
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if not recycle_aluminium_and_tin:
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total_footprint += 166
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if total_footprint < 6000:
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prompt1 = """
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commend for excellent work keeping total carbon footprint down at {} and recommend suggestions to keep it that way.
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Give suggestions regarding monthly electricity bill, monthly gas bill, monthly oil bill, total yearly mileage on car, number of flights
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less than or equal to 4 hours, and number of flights more than or equal to 4 hours.
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""".format(total_footprint)
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response1 = model.generate_content(prompt1)
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return [total_footprint, response1.text]
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elif total_footprint > 6000 and total_footprint < 15999:
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prompt2 = """
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commend for keeping total carbon footprint down at {} and recommend practical suggestions to bring it down further.
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Give suggestions regarding monthly electricity bill, monthly gas bill, monthly oil bill, total yearly mileage on car, number of flights
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less than or equal to 4 hours, and number of flights more than or equal to 4 hours.
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""".format(total_footprint)
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response2 = model.generate_content(prompt2)
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return [total_footprint, response2.text]
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elif total_footprint > 16000 and total_footprint < 22000:
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prompt3 = """
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commend for keeping total carbon footprint at an average of {} and recommend useful suggestions to make sure it doesn't get higher than that.
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Give suggestions regarding monthly electricity bill, monthly gas bill, monthly oil bill, total yearly mileage on car, number of flights
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less than or equal to 4 hours, and number of flights more than or equal to 4 hours.
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""".format(total_footprint)
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response3 = model.generate_content(prompt3)
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return [total_footprint, response3.text]
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elif total_footprint > 22000:
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prompt4 = """
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urgently recommend drastic and practical measures to bring carbon footprint down from {}. Give suggestions regarding monthly electricity bill, monthly gas bill, monthly oil bill, total yearly mileage on car, number of flights
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less than or equal to 4 hours, and number of flights more than or equal to 4 hours.
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""".format(total_footprint)
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response4 = model.generate_content(prompt4)
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return [total_footprint, response4.text]
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css = """
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.app {
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border-width: 3px;
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border-color: forestgreen;
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}
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"""
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# Gradio Interface
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app = gr.Interface(
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fn=carbonFootPrintAI,
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inputs=[
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gr.Number(label="Monthly Gas Bill", elem_classes="app"),
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gr.Number(label="Monthly Oil Bill", elem_classes="app"),
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gr.Number(label="Monthly Electricity Bill", elem_classes="app"),
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gr.Slider(label="Total Yearly Mileage on Car", value = 0, minimum = 0, maximum = 50000, step = 1, elem_classes="app"),
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gr.Slider(label="Number of Flights Less Than or Equal to 4 Hours", value = 0, minimum = 0, maximum = 100, step = 1, elem_classes="app"),
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gr.Slider(label="Number of Flights More Than or Equal to 4 Hours", value = 0, minimum = 0, maximum = 100, step = 1, elem_classes="app"),
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gr.Checkbox(label="Do You Recycle Newspaper?", elem_classes="app"),
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gr.Checkbox(label="Do You Recycle Aluminium and Tin?", elem_classes="app")
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],
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outputs=[
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gr.Number(label="Total Carbon Footprint", elem_classes="app"),
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gr.Markdown(label="Recommendation", elem_classes="app")
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],
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theme = gr.themes.Soft(),
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title = "🌍 🌿 Carbon Footprint Calculator 🌍 🌿"
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)
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app.launch()
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