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app.py
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import gradio as gr
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import requests
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import cohere
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def get_weather_data():
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lat = 27.0238
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lon = 74.2179
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key = "d07f2290a30824b709b50a94237cfcb7"
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url = f"https://api.openweathermap.org/data/2.5/weather?units=metric&lat={lat}&lon={lon}&appid={key}"
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response = requests.get(url)
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result = response.json()
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result["main"].update({"description": result["weather"][0]["description"]})
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return result["main"]
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def generate_prompt(data):
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weather_json = get_weather_data()
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prompt = \
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f'''Category: {data["Category"]}
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Crop Type: {data["Crop"]}
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Query Type: {data["QueryType"]}
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State: {data["StateName"].lower()}
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District: {data["DistrictName"].lower()}
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Max Temprature: {weather_json["temp_max"]}
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Min Temprature: {weather_json["temp_min"]}
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Humidity: {weather_json["humidity"]}
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Weather Description: {weather_json["description"]}
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Question: {data["QueryTranslated"]}
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'''
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return prompt
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def get_response(prompt):
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co = cohere.Client('EoYqxEa60C0EEeKadblGW8NE94geVCEE75lDqySe')
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response = co.generate(
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prompt = prompt,
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)
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return response.text
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outputs = gr.outputs.Textbox()
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iface = gr.Interface(fn=get_response,
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inputs=[gr.Textbox(label = 'First Code snippet')],
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outputs=[gr.Textbox(label = 'Summary of first Code snippet')],
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description='The similarity score')
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iface.launch()
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