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Update components/chat.py
Browse files- components/chat.py +68 -99
components/chat.py
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#
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import streamlit as st
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from langchain_core.messages import HumanMessage, AIMessage
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from utils.database import verify_vector_store
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from threading import Lock
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# Create a lock for QA system access
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qa_lock = Lock()
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def display_chat_interface():
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"""
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.chat-container {
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max-width: 800px;
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margin: auto;
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}
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/* Message styling */
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.user-message {
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background-color: #f0f2f6;
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padding: 1rem;
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border-radius: 10px;
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margin: 1rem 0;
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}
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.assistant-message {
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background-color: #ffffff;
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border: 1px solid #e0e0e0;
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padding: 1.5rem;
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border-radius: 10px;
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margin: 1rem 0;
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}
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/* Section styling */
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.section-header {
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font-weight: bold;
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color: #0f52ba;
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margin-top: 1rem;
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}
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.source-info {
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background-color: #f8f9fa;
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padding: 0.5rem;
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border-left: 3px solid #0f52ba;
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margin-top: 1rem;
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font-size: 0.9rem;
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}
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/* Content sections */
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.content-section {
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margin: 0.5rem 0;
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}
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/* Clean bullets */
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.clean-bullet {
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margin: 0.3rem 0;
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}
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</style>
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""", unsafe_allow_html=True)
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# Check if QA system is initialized
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if 'qa_system' not in st.session_state or st.session_state.qa_system is None:
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st.warning("Please upload documents first to initialize the chat system.")
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return
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# Initialize chat history
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if 'messages' not in st.session_state:
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st.session_state.messages = []
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# Display chat history
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for message in st.session_state.messages:
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if isinstance(message, HumanMessage):
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st.
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🧑💼 <strong>You:</strong><br>{message.content}
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</div>
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""", unsafe_allow_html=True)
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elif isinstance(message, AIMessage):
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""", unsafe_allow_html=True)
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st.rerun()
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else:
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st.error("No valid response received")
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except Exception as e:
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st.error(f"Error: {e}")
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import traceback
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st.error(traceback.format_exc())
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# components/chat.py
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import streamlit as st
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from langchain_core.messages import HumanMessage, AIMessage
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from utils.database import verify_vector_store
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from threading import Lock
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from typing import Optional
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import traceback
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# Create a lock for QA system access
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qa_lock = Lock()
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def display_chat_interface():
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"""
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Display a modern chat interface with error handling and clean formatting.
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Manages conversation state and handles document context.
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"""
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# Verify QA system initialization
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if not _verify_chat_ready():
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return
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# Initialize chat history if needed
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if 'messages' not in st.session_state:
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st.session_state.messages = []
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# Display existing chat history
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_display_chat_history()
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# Handle new user input
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if prompt := st.chat_input("Ask about your documents..."):
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_process_user_message(prompt)
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def _verify_chat_ready() -> bool:
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"""Check if the chat system is properly initialized."""
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if 'qa_system' not in st.session_state or st.session_state.qa_system is None:
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st.warning("Please upload documents first to initialize the chat system.")
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return False
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return True
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def _display_chat_history():
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"""Display all messages in the chat history."""
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for message in st.session_state.messages:
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if isinstance(message, HumanMessage):
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with st.chat_message("user"):
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st.write(message.content)
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elif isinstance(message, AIMessage):
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with st.chat_message("assistant"):
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st.write(message.content)
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def _process_user_message(prompt: str):
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"""
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Process a new user message and generate AI response.
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Args:
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prompt (str): User's input message
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"""
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try:
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with st.spinner("Analyzing..."):
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# Create and display user message
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human_message = HumanMessage(content=prompt)
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st.session_state.messages.append(human_message)
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with st.chat_message("user"):
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st.write(prompt)
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# Generate AI response with thread safety
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with qa_lock:
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response = st.session_state.qa_system.invoke({
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"input": prompt,
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"chat_history": st.session_state.messages
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})
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if response:
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# Create and display AI message
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ai_message = AIMessage(content=str(response))
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st.session_state.messages.append(ai_message)
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with st.chat_message("assistant"):
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st.write(response)
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# Rerun to update UI cleanly
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st.rerun()
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else:
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st.error("No response received. Please try again.")
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except Exception as e:
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st.error(f"An error occurred while processing your message: {str(e)}")
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if st.session_state.get('debug_mode'):
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st.error(traceback.format_exc())
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