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import streamlit as st
import os
from langchain.llms import OpenAI
from langchain.chat_models import ChatOpenAI
from dotenv import load_dotenv
from langchain.schema import HumanMessage,SystemMessage,AIMessage
load_dotenv()
def get_openai_response(question):
chatllm=ChatOpenAI(openai_api_key=os.getenv('OPENAI_API_KEY'),temperature=0.6,model='gpt-4o-mini')
response=chatllm([
SystemMessage(content="You are an AI assistant"),
HumanMessage(content=question)
])
return response.content
st.set_page_config(page_title="Q&A Demo")
st.header("Langchain Application")
input=st.text_input("Input: ",key="input")
response=get_openai_response(input)
submit=st.button("Ask the question: ");
if submit:
st.subheader("The response is: ")
st.write(response)