import os import random from datetime import datetime, timedelta, date, time import openai import streamlit as st from dotenv import load_dotenv from typing import Dict # Load environment variables from a .env file load_dotenv() # Set the OpenAI API key from the .env file openai.api_key = os.getenv('OPENAI_API') # List of example destinations example_destinations: list[str] = [ 'Paris', 'London', 'New York', 'Tokyo', 'Sydney', 'Hong Kong', 'Singapore', 'Warsaw', 'Mexico City', 'Palermo' ] # Randomly choose a destination random_destination: str = random.choice(example_destinations) # Get the current time and round to the nearest 15 minutes now_date: datetime = datetime.now() now_date = now_date.replace(minute=now_date.minute // 15 * 15, second=0, microsecond=0) # Split into date and time objects now_time: time = now_date.time() now_date: date = now_date.date() + timedelta(days=1) def generate_prompt( destination: str, arrival_to: str, arrival_date: str, arrival_time: str, departure_from: str, departure_date: str, departure_time: str, additional_information: str, **kwargs: Dict[str, str] ) -> str: """Generate a trip schedule prompt based on the provided information.""" return f''' Prepare trip schedule for {destination}, based on the following information: * Arrival To: {arrival_to} * Arrival Date: {arrival_date} * Arrival Time: {arrival_time} * Departure From: {departure_from} * Departure Date: {departure_date} * Departure Time: {departure_time} * Additional Notes: {additional_information} '''.strip() def submit() -> None: """Generate trip schedule based on user input and display the output.""" prompt: str = generate_prompt(**st.session_state) # generate output output = openai.Completion.create( engine='text-davinci-003', prompt=prompt, temperature=0.45, top_p=1, frequency_penalty=2, presence_penalty=0, max_tokens=1024 ) st.session_state['output'] = output['choices'][0]['text'] # Initialization if 'output' not in st.session_state: st.session_state['output'] = '--' # UI Elements st.title('GPT-3 Trip Scheduler') st.subheader('Let us plan your trip!') # Form for User Input with st.form(key='trip_form'): c1, c2, c3 = st.columns(3) with c1: st.subheader('Destination') origin: str = st.text_input('Destination', value=random_destination, key='destination') st.form_submit_button('Submit', on_click=submit) with c2: st.subheader('Arrival') st.selectbox('Arrival To', ('Airport', 'Train Station', 'Bus Station', 'Ferry Terminal', 'Port', 'Other'), key='arrival_to