app.py

import streamlit as st
import openai
import os

# Set your OpenAI API key here or set it as an environment variable
openai.api_key = os.getenv("OPENAI_API_KEY", "sk-None-RVvMry6BpMfG8KxYS6hTT3BlbkFJSOfj2bCwA1EmTRrAHo5y")

# Function to classify lines using GPT-3
def classify_lines_with_gpt3(text):
    response = openai.Completion.create(
        engine="text-davinci-003",
        prompt=f"Classify the following Finnish contract specifications into categories: Urakka sisältää: Urakka ei sisältää: Tilaajan velvoitteet:Käytäntöjen tarkennukset:Hintojen tarkennukset: Muu:.\n\n{text}\n\n",
        max_tokens=1024,
        n=1,
        stop=None,
        temperature=0.5,
    )
    
    classified_text = response.choices[0].text.strip()
    return classified_text

st.title("Finnish Contract Specifications Categorizer with GPT-3")

st.write("Enter the contract specifications in Finnish:")

# Text area for large text input
contract_text = st.text_area("Contract Specifications (Finnish):", height=300)

if st.button("Classify"):
    if contract_text:
        classified_text = classify_lines_with_gpt3(contract_text)

        st.write("Classified Contract Specifications:")
        st.write(classified_text)
    else:
        st.write("Please enter the contract specifications.")