I want a chat app with llm
To upload files, please first save the app
import streamlit as st
import openai
# Initialize OpenAI client
client = openai.OpenAI(api_key=st.secrets.get("OPENAI_API_KEY", ""))
st.title("💬 Chat with AI")
# Initialize chat history
if "messages" not in st.session_state:
st.session_state.messages = []
# Display chat messages from history on app rerun
for message in st.session_state.messages:
with st.chat_message(message["role"]):
st.markdown(message["content"])
# Accept user input
if prompt := st.chat_input("What would you like to know?"):
# Add user message to chat history
st.session_state.messages.append({"role": "user", "content": prompt})
# Display user message in chat message container
with st.chat_message("user"):
st.markdown(prompt)
# Display assistant response in chat message container
with st.chat_message("assistant"):
message_placeholder = st.empty()
full_response = ""
# Send message to OpenAI
try:
for response in client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[{"role": m["role"], "content": m["content"]} for m in st.session_state.messages],
stream=True,
):
full_response += (response.choices[0].delta.content or "")
message_placeholder.markdown(full_response + "▌")
message_placeholder.markdown(full_response)
except Exception as e:
st.error(f"Error: {str(e)}. Please make sure you have set up your OpenAI API key in secrets.")
st.stop()
# Add assistant response to chat history
st.session_state.messages.append({"role": "assistant", "content": full_response})
Hi! I can help you with any questions about Streamlit and Python. What would you like to know?