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