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from langchain.llms import OpenAI
from dotenv import load_dotenv
import streamlit as st
import os
load_dotenv()
# function to load OpenAI model and get responses
def get_openai_response(question):
llm = OpenAI(openai_api_key=os.getenv('OPENAI_API_KEY'), model_name="text-davinci-003", temperature=0.5)
output = llm(question)
return output
# initialize streamlit app
st.set_page_config(page_title="Q&A Demo")
st.header("Langchain Application")
intext = st.text_input("Input: ", key="input")
response = get_openai_response(intext)
submit = st.button("Ask Question")
# if submit button is clicked
if submit:
st.subheader("The Response is")
st.write(response)