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##Conversational Q&A Chatbot | |
import streamlit as st | |
from langchain.schema import HumanMessage,SystemMessage,AIMessage | |
from langchain.chat_models import ChatOpenAI | |
import os | |
##Streamlit UI | |
st.set_page_config(page_title="Conversational Q&A Chatbot") | |
st.header("Hey!! lets do code") | |
from dotenv import load_dotenv | |
load_dotenv() | |
chat = ChatOpenAI(temperature=0.6,openai_api_key=os.getenv('OPEN_API_KEY')) | |
if 'flowmesages' not in st.session_state: | |
st.session_state['flowmessages']=[ | |
SystemMessage(content="you are a comedian AI assistent") | |
] | |
##function to load OpenAI model and get responses | |
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") | |
submit= st.button("Ask a question") | |
if submit: | |
response = get_chatmodel_response(input) | |
st.subheader("The response is") | |
st.write(response) | |