import os import random from datetime import datetime, timedelta import openai import streamlit as st from dotenv import load_dotenv load_dotenv() openai.api_key = os.getenv('OPENAI_API_KEY') # Functions to generate prompt and trip schedule based on user input example_destinations = ['Paris', 'London', 'New York', 'Tokyo', 'Sydney', 'Hong Kong', 'Singapore', 'Warsaw', 'Mexico City', 'Palermo'] random_destination = random.choice(example_destinations) now_date = datetime.now() # round to nearest 15 minutes now_date = now_date.replace(minute=now_date.minute // 15 * 15, second=0, microsecond=0) # split into date and time objects now_time = now_date.time() now_date = now_date.date() + timedelta(days=1) def generate_prompt(destination, arrival_to, arrival_date, arrival_time, departure_from, departure_date, departure_time, additional_information, **kwargs): 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(): prompt = 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'] = '--' 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 = 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') st.date_input('Arrival Date', value=now_date, key='arrival_date') st.time_input('Arrival Time', value=now_time, key='arrival_time') with c3: st.subheader('Departure') st.selectbox('Departure From', ('Airport', 'Train Station', 'Bus Station', 'Ferry Terminal', 'Port', 'Other'), key='departure_from') st.date_input('Departure Date', value=now_date + timedelta(days=1), key='departure_date') st.time_input('Departure Time', value=now_time, key='departure_time') st.text_area('Additional Information', height=200, value='I want to visit as many places as possible! (respect time)', key='additional_information') # Generate Trip Schedule st.subheader('Trip Schedule') st.write(st.session_state.output)