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| from openai import OpenAI | |
| import streamlit as st | |
| from dotenv import load_dotenv | |
| import os | |
| import shelve | |
| load_dotenv() | |
| st.title("Streamlit Chatbot Interface") | |
| USER_AVATAR = "👤" | |
| BOT_AVATAR = "🤖" | |
| client = OpenAI(api_key=os.getenv("OPENAI_API_KEY")) | |
| # Ensure openai_model is initialized in session state | |
| if "openai_model" not in st.session_state: | |
| st.session_state["openai_model"] = "gpt-3.5-turbo" | |
| # Load chat history from shelve file | |
| def load_chat_history(): | |
| with shelve.open("chat_history") as db: | |
| return db.get("messages", []) | |
| # Save chat history to shelve file | |
| def save_chat_history(messages): | |
| with shelve.open("chat_history") as db: | |
| db["messages"] = messages | |
| # Initialize or load chat history | |
| if "messages" not in st.session_state: | |
| st.session_state.messages = load_chat_history() | |
| # Sidebar with a button to delete chat history | |
| with st.sidebar: | |
| if st.button("Delete Chat History"): | |
| st.session_state.messages = [] | |
| save_chat_history([]) | |
| # Display chat messages | |
| for message in st.session_state.messages: | |
| avatar = USER_AVATAR if message["role"] == "user" else BOT_AVATAR | |
| with st.chat_message(message["role"], avatar=avatar): | |
| st.markdown(message["content"]) | |
| # Main chat interface | |
| if prompt := st.chat_input("How can I help?"): | |
| st.session_state.messages.append({"role": "user", "content": prompt}) | |
| with st.chat_message("user", avatar=USER_AVATAR): | |
| st.markdown(prompt) | |
| with st.chat_message("assistant", avatar=BOT_AVATAR): | |
| message_placeholder = st.empty() | |
| full_response = "" | |
| for response in client.chat.completions.create( | |
| model=st.session_state["openai_model"], | |
| messages=st.session_state["messages"], | |
| stream=True, | |
| ): | |
| full_response += response.choices[0].delta.content or "" | |
| message_placeholder.markdown(full_response + "|") | |
| message_placeholder.markdown(full_response) | |
| st.session_state.messages.append({"role": "assistant", "content": full_response}) | |
| # Save chat history after each interaction | |
| save_chat_history(st.session_state.messages) |