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## Conversational Q&A Chatbot | |
import streamlit as st | |
!pip install langchain | |
from langchain.schema import HumanMessage,SystemMessage,AIMessage | |
from langchain.chat_models import ChatOpenAI | |
## Streamlit UI | |
st.set_page_config(page_title="Conversational Q&A Chatbot") | |
st.header("Hey, Let's Chat") | |
from dotenv import load_dotenv | |
load_dotenv() | |
import os | |
chat=ChatOpenAI(temperature=0.5) | |
if 'flowmessages' not in st.session_state: | |
st.session_state['flowmessages']=[ | |
SystemMessage(content="Yor are a comedian AI assitant") | |
] | |
## Function to load OpenAI model and get respones | |
def get_chatmodel_response(question): | |
st.session_state['flowmessages'].append(HumanMessage(content=question)) | |
answer=chat(st.session_state['flowmessages']) | |
st.session_state['flowmessages'].append(AIMessage(content=answer.content)) | |
return answer.content | |
input=st.text_input("Input: ",key="input") | |
response=get_chatmodel_response(input) | |
submit=st.button("Ask the question") | |
## If ask button is clicked | |
if submit: | |
st.subheader("The Response is") | |
st.write(response) |