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import streamlit as st | |
#As Langchain team has been working aggresively on improving the tool, we can see a lot of changes happening every weeek, | |
#As a part of it, the below import has been depreciated | |
#from langchain.chat_models import ChatOpenAI | |
#New import from langchain, which replaces the above | |
from langchain_openai import ChatOpenAI | |
#import os | |
#os.environ["OPENAI_API_KEY"] = "sk-PLfFw23dd932dfg34446dftyvvdfgdfgmvXr2dL8hVowXdt" | |
from langchain.schema import ( | |
AIMessage, | |
HumanMessage, | |
SystemMessage | |
) | |
# From here down is all the StreamLit UI | |
st.set_page_config(page_title="LangChain Demo", page_icon=":robot:") | |
st.header("Hey, I'm your Chat GPT") | |
if "sessionMessages" not in st.session_state: | |
st.session_state.sessionMessages = [ | |
SystemMessage(content="You are a helpful assistant.") | |
] | |
def load_answer(question): | |
st.session_state.sessionMessages.append(HumanMessage(content=question)) | |
assistant_answer = chat.invoke(st.session_state.sessionMessages ) | |
st.session_state.sessionMessages.append(AIMessage(content=assistant_answer.content)) | |
return assistant_answer.content | |
def get_text(): | |
input_text = st.text_input("You: ") | |
return input_text | |
chat = ChatOpenAI(temperature=0) | |
user_input=get_text() | |
submit = st.button('Generate') | |
if submit: | |
response = load_answer(user_input) | |
st.subheader("Answer:") | |
st.write(response) | |