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app.py
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import os
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import time
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import streamlit as st
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from qa_loader import load_qa_and_create_vectorstore
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from rag_chain import generate_response
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from dotenv import load_dotenv
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# πΉ Load environment variables
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load_dotenv()
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# πΉ Streamlit Page Configuration
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st.set_page_config(page_title="Vistula University AI Assistant", layout="centered")
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# πΉ Title and Description
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st.title("π University AI Assistant")
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st.write("π Ask me anything about University!")
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# πΉ Retrieve Data (Cached for Performance)
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@st.cache_resource
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def get_retriever():
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return load_qa_and_create_vectorstore()
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retriever = get_retriever()
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if isinstance(retriever, tuple):
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retriever = retriever[0]
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# πΉ Start or Load Chat History
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if "chat_history" not in st.session_state:
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st.session_state.chat_history = []
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# πΉ Display Chat History
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st.write("### ποΈ Chat History")
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for entry in st.session_state.chat_history:
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with st.chat_message("user"):
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st.write(entry["question"])
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with st.chat_message("assistant"):
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st.write(entry["answer"])
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# πΉ User Input
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query = st.chat_input("Ask your question about Vistula University!")
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# πΉ Process When User Submits a Question
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if query:
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with st.spinner("π€ Thinking..."):
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response = generate_response(retriever, query)
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# πΉ Add to Chat History
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st.session_state.chat_history.append({
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"question": query,
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"answer": response
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})
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# πΉ Display User Question and AI Response
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with st.chat_message("user"):
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st.write(query)
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with st.chat_message("assistant"):
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placeholder = st.empty()
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current_text = ""
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# Typing Effect
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for word in response.split():
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current_text += word + " "
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placeholder.write(current_text)
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time.sleep(0.05)
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