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Horoscope-GenAI
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import streamlit as st
import time
import requests
from bs4 import BeautifulSoup
from datetime import date
import openai

openai.api_key = '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'

template = """Shared with you the horoscopes of today, this week, and this month for a couple.
Your task is to analyse them provide insights to the couple from all the horoscopes.
If you find any event or scenarios mentioned in this month's horoscope and that event is not mentioned in this week's horoscope, then that might happen next week. Predict next week's scenarios in this manner.
If you find any event or scenarios mentioned in this week's horoscope and that event is not mentioned in today's horoscope, then that might happen tommorow. Predict tommorow's scenarios in this manner.
Add a section for Today's HoroScope Summary for Husband.
Add a section for Today's HoroScope Summary for Wife.
Add a section for Couple's HoroScope Insights For This Month.
Add a section for Next Week's Prediction and Tommorow's Prediction.
Add a section to aware the couple for any upcoming negative traits or events or scenarios. 
Add a section to notify about all the Lucky Dates. 
Add a section of Couple Compatibility based on the moon signs of the couple, use your own knowledge and intelligence to deduce it.
Use bullets and headlines for all sections.
Add emojis to look interesting.
Emphasize the keywords with BOLD letters using markdown.
"""

def get_daily_pred(url):
  URL = url
  headers = {'User-Agent': "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 Safari/537.36 Edge/12.246"}
  r = requests.get(URL,headers=headers)
  soup = BeautifulSoup(r.content, 'html.parser') # If this line causes an error, run 'pip install html5lib' or install html5lib
  #print(soup.prettify())
  elements = soup.find_all("p")
  today=elements[1].text.strip()
  return(today)

def get_monthly_pred(url):
  URL = url
  headers = {'User-Agent': "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 Safari/537.36 Edge/12.246"}
  r = requests.get(URL,headers=headers)
  soup = BeautifulSoup(r.content, 'html.parser') # If this line causes an error, run 'pip install html5lib' or install html5lib
  #print(soup.prettify())
  article_block =soup.find_all('div', class_="horoscope-sign-content-block")
  data=[]
  for articles in article_block:
    br = articles.find_all('br')
    for val in br:
       br_val = val.text.strip()
       data.append(br_val)
  monthly = ' '.join(map(str, data))
  return(monthly)

def get_weekly_pred(url):
    URL = url
    headers = {'User-Agent': "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 Safari/537.36 Edge/12.246"}
    r = requests.get(URL,headers=headers)
    soup = BeautifulSoup(r.content, 'html.parser') # If this line causes an error, run 'pip install html5lib' or install html5lib
    #print(soup.prettify())
    article_block =soup.find_all('div', class_="span-9 span-sm-9 span-xs-12 col m")
    data=[]
    for articles in article_block:
      br = articles.find_all('br')
      for val in br:
       br_val = val.text.strip()
       data.append(br_val)
    weekly = ' '.join(map(str, data))
    return(weekly)

def predict_horoscope(m_sign, f_sign,strtime,m_daily_pred,f_daily_pred,m_monthly_pred,f_monthly_pred,m_weekly_pred,f_weekly_pred):
    # Add your horoscope prediction logic here
    chatresponse = openai.ChatCompletion.create(
    model="gpt-3.5-turbo",
    messages=[
        {"role": "system", "content": "You are a Horoscope Analyser. Think step by step. Answer in details with professional tone"},        
        {"role": "user", "content": template},
        {"role": "user", "content": "Today's date is: " + strtime},
        {"role": "user", "content": "Husband's Moon Sign: " + m_sign},     
        {"role": "user", "content": "Wife's Moon Sign: " + f_sign},
        {"role": "user", "content": "Husband Daily Horoscope: " + m_daily_pred},
        {"role": "user", "content": "Husband Weekly Horoscope: " + m_weekly_pred},
        {"role": "user", "content": "Husband Monthly Horoscope: " + m_monthly_pred},
        {"role": "user", "content": "Wife Daily Horoscope: " + f_daily_pred},
        {"role": "user", "content": "Wife Weekly Horoscope: " + f_weekly_pred},
        {"role": "user", "content": "Wife Monthly Horoscope: " + f_monthly_pred}
    ],
    temperature=0
    )
    time.sleep(1)
    prediction = chatresponse.choices[0].message.content
    return prediction

def main():

    st.set_page_config(
       page_title="Horoscope Insights",
       page_icon="♏",
       layout="wide"
        )
    
    st.title("Couple's Horoscope Insights Using GenAI")
    st.markdown('Based on **Moon Signs**. Get your Moon Sign from here: https://instaastro.com/vedic-astrology/moon-sign-calculator/')

    signs = ["Aries", "Taurus", "Gemini", "Cancer", "Leo", "Virgo", 
             "Libra", "Scorpio", "Sagittarius", "Capricorn", "Aquarius", "Pisces"]

    col1, col2 = st.columns(2)  # Create two columns

    with col1:
        male_sign = st.selectbox("Choose Male (Husband's) Moon Sign", signs)

    with col2:
        female_sign = st.selectbox("Choose Female (Wife's) Moon Sign", signs)
    
    m_sign= male_sign
    f_sign= female_sign
    
    m_url_daily="https://www.indastro.com/horoscope/"+m_sign+"-daily-horoscope.html"
    f_url_daily="https://www.indastro.com/horoscope/"+f_sign+"-daily-horoscope.html"

    m_url_monthly="https://www.indastro.com/horoscope/"+m_sign+"-monthly-horoscope.html"
    f_url_monthly="https://www.indastro.com/horoscope/"+f_sign+"-monthly-horoscope.html"

    m_url_weekly="https://www.indastro.com/horoscope/weekly-horoscope/"+m_sign+".html"
    f_url_weekly="https://www.indastro.com/horoscope/weekly-horoscope/"+f_sign+".html"
    
    m_daily_pred = get_daily_pred(m_url_daily)
    f_daily_pred = get_daily_pred(f_url_daily)

    m_monthly_pred = get_monthly_pred(m_url_monthly)
    f_monthly_pred = get_monthly_pred(f_url_monthly)

    m_weekly_pred = get_weekly_pred(m_url_weekly)
    f_weekly_pred = get_weekly_pred(f_url_weekly)

    today = date.today()
    strtime = today.strftime("%d-%B-%Y")


    if st.button("Show Insights"):
        with st.spinner("Generating Insights..."):
            prediction = predict_horoscope(m_sign, f_sign,strtime,m_daily_pred,f_daily_pred,m_monthly_pred,f_monthly_pred,m_weekly_pred,f_weekly_pred)
            st.info("**Today's is**: " + strtime + " | **Male (Husband's) Moon Sign**: " + m_sign + " | **Wife's Moon Sign**: " + f_sign)
            #st.success("Insight generated!")
            st.markdown(prediction)

if __name__ == '__main__':
    main()