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| # Q&A Chatbot | |
| import warnings | |
| warnings.filterwarnings("ignore") | |
| from langchain.llms import OpenAI | |
| from dotenv import load_dotenv | |
| load_dotenv() | |
| import streamlit as st | |
| import os | |
| from typing import Any | |
| ## Function to load OpenAI model and get respones | |
| def get_openai_response(question: Any): | |
| llm = OpenAI(openai_api_key=os.getenv("OPEN_API_KEY"), | |
| model_name="gpt-3.5-turbo-instruct", | |
| temperature=.6) | |
| response = llm(question) | |
| return response | |
| ## Intialize streamlit app | |
| 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 asked button is clicked | |
| if submit: | |
| st.subheader("The response is:") | |
| st.write(response) | |