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Create app.py
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app.py
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############################################################################################################
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# Importing Libraries
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import streamlit as st
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import hmac
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import config
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from openai import OpenAI
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############################################################################################################
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# Password protection
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def check_password():
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"""Returns `True` if the user had the correct password."""
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def password_entered():
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"""Checks whether a password entered by the user is correct."""
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if hmac.compare_digest(st.session_state["password"], st.secrets["password"]):
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st.session_state["password_correct"] = True
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del st.session_state["password"] # Don't store the password.
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else:
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st.session_state["password_correct"] = False
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# Return True if the password is validated.
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if st.session_state.get("password_correct", False):
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return True
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# Show input for password.
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st.text_input(
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"Password", type="password", on_change=password_entered, key="password"
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)
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if "password_correct" in st.session_state:
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st.error("😕 Password incorrect")
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return False
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if not check_password():
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st.stop() # Do not continue if check_password is not True.
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############################################################################################################
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# Streamlit app layout
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# Set the page to wide or centered mode
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st.set_page_config(layout="wide",
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page_title="Modular Chatbot",
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page_icon=":lightbulb:",
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initial_sidebar_state="collapsed"
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)
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# Streamlit app layout
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# st.title(config.app_title)
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# with st.expander("INSTRUCTIONS FOR STUDENTS:"):
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# st.markdown(config.instructions)
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############################################################################################################
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# Define a basic initial context at the beginning of your script
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initial_context = {
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"role": "system",
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"content": config.prompt
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}
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# Initialize the OpenAI client
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client = OpenAI(api_key=st.secrets["OPENAI_API_KEY"])
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# Initialize the session state variables if they don't exist
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if "openai_model" not in st.session_state:
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st.session_state["openai_model"] = config.ai_model
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# Corrected initialization of display_messages:
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if "display_messages" not in st.session_state:
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st.session_state["display_messages"] = [initial_context]
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# Get user input
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prompt = st.chat_input("Type your message here...")
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# Input for new messages
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if prompt:
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# Ensure initial context is in the session state and then append user messages
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if not st.session_state["display_messages"]:
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st.session_state["display_messages"] = [initial_context]
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st.session_state["display_messages"].append({"role": "user", "content": prompt})
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# Function to reset all chat-related session state
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def reset_chat_history():
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st.session_state["display_messages"] = [initial_context]
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st.rerun()
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# Main chat container
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with st.container(border=False):
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# Display chat history in reverse order including new messages
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for message in st.session_state["display_messages"][1:]:
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if message["role"] == "user":
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with st.chat_message("user"):
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st.markdown(message["content"])
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else:
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with st.chat_message("assistant"):
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st.markdown(message["content"])
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# Generate assistant's response and add it to the messages
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if prompt:
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with st.chat_message("assistant"):
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try:
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stream = client.chat.completions.create(
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model=st.session_state["openai_model"],
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messages=[
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{"role": m["role"], "content": m["content"]}
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for m in st.session_state["display_messages"]
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],
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stream=True,
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temperature=config.temperature,
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max_tokens=config.max_tokens,
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frequency_penalty=config.frequency_penalty,
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presence_penalty=config.presence_penalty,
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)
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# Initialize an empty string to store the full response
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full_response = ""
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message_placeholder = st.empty()
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# Iterate through the stream to get each chunk
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for chunk in stream:
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if chunk.choices[0].delta.content is not None:
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full_response += chunk.choices[0].delta.content
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message_placeholder.markdown(full_response + "▌")
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# Replace the placeholder with the complete message
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message_placeholder.markdown(full_response)
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# Append the full response to the session state for display
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st.session_state["display_messages"].append(
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{"role": "assistant", "content": full_response}
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)
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except Exception as e:
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st.error(f"An error occurred: {str(e)}")
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# Create a sidebar
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with st.sidebar:
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st.markdown(config.warning_message, unsafe_allow_html=True)
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# Add Clear Chat History button to sidebar
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if st.button("Clear Chat History"):
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reset_chat_history()
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# Add license link with markdown
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st.markdown("---") # Separator line
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st.markdown("""
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<small>Licensed under [GNU GPL v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html)</small>
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""", unsafe_allow_html=True)
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