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Upload app.py
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app.py
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import pandas as pd
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from flask import Flask, render_template, request, redirect, url_for
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import openai
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# Set up OpenAI API key
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openai.api_key = "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"
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# Load dataset from csv file
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dataset = pd.read_csv("dataset.csv")
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# Define function to prompt user and get response
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def ask_question(prompt):
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response = input(prompt + " ")
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return response.lower()
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# Define function to generate advice based on user input
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def generate_advice(problem):
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# Construct prompt for OpenAI API
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prompt = f"I am feeling {problem}. Please provide some advice."
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# Use OpenAI's GPT-3 model to generate advice based on the prompt
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response = openai.Completion.create(
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engine="text-davinci-002",
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prompt=prompt,
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max_tokens=1024,
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n=1,
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stop=None,
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temperature=0.7
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)
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# Extract the generated advice from the API response
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advice = response.choices[0].text.strip()
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return advice
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app = Flask(__name__)
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@app.route('/')
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def index():
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return render_template('index.html')
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@app.route('/advice', methods=['POST'])
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def advice():
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age = int(request.form['age'])
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return redirect(url_for('show_questions', age=age))
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@app.route('/questions/<age>', methods=['GET', 'POST'])
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def show_questions(age):
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age = int(age) # Convert age to integer
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if request.method == 'GET':
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if age >= 13 and age <= 17:
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questions = dataset["Questions for 13-17"].tolist()
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elif age >= 18 and age <= 21:
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questions = dataset["Questions for 18-21"].tolist()
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elif age >= 21 and age <= 25:
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questions = dataset["Questions for 21-25"].tolist()
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elif age >= 25 and age <= 40:
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questions = dataset["Questions for 25-40"].tolist()
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elif age >= 40 and age <= 60:
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questions = dataset["Questions for 40-60"].tolist()
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else:
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questions = dataset["Questions for 60+"].tolist()
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return render_template('questions.html', age=age, questions=questions)
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elif request.method == 'POST':
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answers = []
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for i in range(6):
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answer = request.form.get(f'answer{i+1}')
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answers.append(answer)
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# Process the answers and generate advice
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advice = generate_advice(answers)
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return render_template('advice.html', advice=advice)
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if __name__ == '__main__':
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app.run(debug=True)
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