Update app.py
Browse files
app.py
CHANGED
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@@ -1,277 +1,277 @@
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import streamlit as st
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import os
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import sys
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from typing import Tuple, List, Dict, Optional
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from router import Router
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sys.path.append(os.path.dirname(os.path.abspath(__file__)))
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class AcademicResearchAssistant:
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def __init__(self):
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self.router = Router()
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self.setup_streamlit_config()
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self.initialize_session_state()
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def setup_streamlit_config(self):
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st.set_page_config(
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page_title="Academic Research Assistant",
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page_icon="π",
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layout="wide",
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initial_sidebar_state="expanded",
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menu_items={
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'Get Help': 'https://github.com/yourusername/academic-research-assistant',
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'Report a bug': "https://github.com/yourusername/academic-research-assistant/issues",
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'About': "# Academic Research Assistant v1.0\nYour intelligent research companion."
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}
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)
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# Custom CSS to enhance the UI
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st.markdown("""
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<style>
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.stApp {
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background: linear-gradient(to bottom right, #f5f7fa, #eef2f7);
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}
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.stButton>button {
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background-color: #1f4287;
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color: white;
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border-radius: 5px;
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padding: 0.5rem 1rem;
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}
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.stProgress .st-bo {
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background-color: #1f4287;
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}
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.chat-message {
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padding: 10px;
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border-radius: 5px;
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margin: 5px 0;
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animation: fadeIn 0.5s ease-in;
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}
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.user-message {
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background-color: #e6f3ff;
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}
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.bot-message {
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background-color: #f0f2f6;
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}
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@keyframes fadeIn {
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from {opacity: 0;}
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to {opacity: 1;}
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}
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.paper-card {
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background-color: white;
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padding: 1.5rem;
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border-radius: 10px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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margin-bottom: 1rem;
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}
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.paper-title {
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color: #1f4287;
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font-size: 1.1rem;
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font-weight: bold;
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margin-bottom: 0.5rem;
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}
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.paper-metadata {
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font-size: 0.9rem;
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color: #666;
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margin-bottom: 0.5rem;
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}
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.paper-abstract {
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font-size: 0.95rem;
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line-height: 1.5;
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margin-top: 1rem;
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padding-left: 1rem;
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border-left: 3px solid #1f4287;
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}
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.download-button {
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background-color: #4CAF50;
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color: white;
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padding: 0.5rem 1rem;
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border-radius: 5px;
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text-decoration: none;
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display: inline-block;
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margin-top: 1rem;
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}
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.metric-card {
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background-color: white;
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padding: 1rem;
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border-radius: 8px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.05);
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text-align: center;
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}
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</style>
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""", unsafe_allow_html=True)
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def initialize_session_state(self):
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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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if "fetched_papers" not in st.session_state:
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st.session_state.fetched_papers = []
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if "search_count" not in st.session_state:
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st.session_state.search_count = 0
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if "total_searches" not in st.session_state:
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st.session_state.total_searches = 0
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def display_welcome_message(self):
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st.title("π Academic Research Paper Assistant")
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# Create three columns for metrics
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col1, col2, col3, col4 = st.columns([2, 1, 1, 1])
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with col1:
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st.markdown("""
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Welcome to your intelligent research companion! This tool helps you:
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- π Find relevant academic papers
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- π Analyze research trends
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- π Access paper summaries
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- π₯ Download full papers
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""")
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# Display metrics in cards
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with col3:
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st.markdown("""
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<div class="metric-card">
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<h3>Papers Found</h3>
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<h2>{}</h2>
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</div>
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""".format(len(st.session_state.fetched_papers)), unsafe_allow_html=True)
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with col4:
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st.markdown("""
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<div class="metric-card">
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<h3>Total Searches</h3>
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<h2>{}</h2>
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</div>
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""".format(st.session_state.total_searches), unsafe_allow_html=True)
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def create_chat_interface(self) -> Tuple[str, bool]:
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with st.container():
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st.write("### π¬ Research Query Interface")
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# Create columns for better layout
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col1, col2 = st.columns([4, 1])
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with col1:
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user_input = st.text_input(
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"Enter your research query (e.g., 'Recent advances in quantum computing')",
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key="user_input",
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placeholder="Type your research question here...",
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max_chars=500
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)
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col3, col4, col5 = st.columns([2, 1, 1])
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with col3:
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send_button = st.button("π Search ", use_container_width=True)
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with col4:
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clear_button = st.button("ποΈ Clear History", use_container_width=True)
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if clear_button:
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st.session_state.chat_history = []
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st.session_state.fetched_papers = []
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st.session_state.search_count = 0
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st.session_state.total_searches = 0
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st.rerun()
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return user_input, send_button
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def process_user_input(self, user_input: str):
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with st.spinner('π Working on response...'):
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# Update search metrics
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st.session_state.search_count = len(st.session_state.fetched_papers)
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st.session_state.total_searches += 1
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try:
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# Get response from router
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response, papers = self.router.route_query(user_input)
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# Update papers in session state
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if papers:
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unique_papers = {paper['paper_number']: paper for paper in papers}
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st.session_state.fetched_papers = list(unique_papers.values())
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# Add bot response and use message to chat history
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if response:
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st.session_state.chat_history.append(("Bot", response))
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st.session_state.chat_history.append(("User", user_input))
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else:
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st.session_state.chat_history.append(
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("Bot", "I couldn't find relevant papers for your query. Please try rephrasing or use more specific terms.")
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)
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except Exception as e:
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st.session_state.chat_history.append(
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("Bot", f"An error occurred while processing your request: {str(e)}")
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)
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st.error("There was an error processing your request. Please try again.")
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def display_chat_history(self):
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"""Display the chat history with user and bot messages"""
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for sender, message in reversed(st.session_state.chat_history):
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if sender == "User":
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st.markdown(
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"<div class='chat-message user-message'>"
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f"<strong>π€ You:</strong> {message}"
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"</div>",
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unsafe_allow_html=True
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)
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else:
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st.markdown(
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"<div class='chat-message bot-message'>"
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f"<strong>π€ Assistant:</strong> {message[0]}"
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"</div>",
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unsafe_allow_html=True
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)
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def display_papers(self):
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"""Display the list of fetched papers with download links"""
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st.write("### π Retrieved Research Papers")
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if st.session_state.fetched_papers:
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for paper in st.session_state.fetched_papers:
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with st.expander(f"π {paper.get('title', 'Untitled Paper')}"):
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st.markdown(
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"<div class='paper-card'>"
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f"<div class='paper-title'>{paper.get('title', '').replace('\n', ' ').strip()}</div>"
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f"<div class='paper-metadata'>Year: {paper.get('year', 'N/A')} | Paper ID: {paper.get('paper_number', 'N/A')}</div>"
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f"""{'<div class="paper-abstract">' + paper.get('abstract', '') + '</div>' if paper.get('abstract') else ''}"""
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"
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unsafe_allow_html=True
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)
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download_link = paper.get('link')
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if download_link:
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st.markdown(f"[π₯ Download PDF]({download_link})")
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else:
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st.warning("β οΈ No download link available")
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else:
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st.info("π No papers fetched yet. Start by entering a research query above!")
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def run(self):
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"""Main method to run the application"""
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self.display_welcome_message()
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user_input, send_button = self.create_chat_interface()
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st.markdown("### π¬ Chat History")
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self.display_chat_history()
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if user_input and send_button:
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self.process_user_input(user_input)
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st.rerun()
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st.markdown("---")
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self.display_papers()
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def main():
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app = AcademicResearchAssistant()
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app.run()
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if __name__ == "__main__":
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main()
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import streamlit as st
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import os
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import sys
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from typing import Tuple, List, Dict, Optional
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from router import Router
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sys.path.append(os.path.dirname(os.path.abspath(__file__)))
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class AcademicResearchAssistant:
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def __init__(self):
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self.router = Router()
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self.setup_streamlit_config()
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self.initialize_session_state()
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def setup_streamlit_config(self):
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st.set_page_config(
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page_title="Academic Research Assistant",
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page_icon="π",
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layout="wide",
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initial_sidebar_state="expanded",
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menu_items={
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'Get Help': 'https://github.com/yourusername/academic-research-assistant',
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'Report a bug': "https://github.com/yourusername/academic-research-assistant/issues",
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'About': "# Academic Research Assistant v1.0\nYour intelligent research companion."
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}
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)
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# Custom CSS to enhance the UI
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st.markdown("""
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<style>
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.stApp {
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background: linear-gradient(to bottom right, #f5f7fa, #eef2f7);
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}
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.stButton>button {
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background-color: #1f4287;
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color: white;
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+
border-radius: 5px;
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+
padding: 0.5rem 1rem;
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}
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.stProgress .st-bo {
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background-color: #1f4287;
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}
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+
.chat-message {
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padding: 10px;
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| 47 |
+
border-radius: 5px;
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| 48 |
+
margin: 5px 0;
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| 49 |
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animation: fadeIn 0.5s ease-in;
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}
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+
.user-message {
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background-color: #e6f3ff;
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}
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.bot-message {
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background-color: #f0f2f6;
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}
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@keyframes fadeIn {
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| 58 |
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from {opacity: 0;}
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to {opacity: 1;}
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}
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.paper-card {
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background-color: white;
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+
padding: 1.5rem;
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+
border-radius: 10px;
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+
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
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+
margin-bottom: 1rem;
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}
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.paper-title {
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color: #1f4287;
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font-size: 1.1rem;
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font-weight: bold;
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margin-bottom: 0.5rem;
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}
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.paper-metadata {
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font-size: 0.9rem;
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color: #666;
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margin-bottom: 0.5rem;
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}
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.paper-abstract {
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| 80 |
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font-size: 0.95rem;
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| 81 |
+
line-height: 1.5;
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| 82 |
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margin-top: 1rem;
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| 83 |
+
padding-left: 1rem;
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| 84 |
+
border-left: 3px solid #1f4287;
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}
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.download-button {
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background-color: #4CAF50;
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color: white;
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padding: 0.5rem 1rem;
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+
border-radius: 5px;
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+
text-decoration: none;
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display: inline-block;
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margin-top: 1rem;
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}
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.metric-card {
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background-color: white;
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padding: 1rem;
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border-radius: 8px;
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box-shadow: 0 2px 4px rgba(0,0,0,0.05);
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text-align: center;
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}
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</style>
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""", unsafe_allow_html=True)
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+
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def initialize_session_state(self):
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+
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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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if "fetched_papers" not in st.session_state:
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st.session_state.fetched_papers = []
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if "search_count" not in st.session_state:
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st.session_state.search_count = 0
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if "total_searches" not in st.session_state:
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st.session_state.total_searches = 0
|
| 115 |
+
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def display_welcome_message(self):
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| 117 |
+
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st.title("π Academic Research Paper Assistant")
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+
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# Create three columns for metrics
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| 121 |
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col1, col2, col3, col4 = st.columns([2, 1, 1, 1])
|
| 122 |
+
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| 123 |
+
with col1:
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| 124 |
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st.markdown("""
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| 125 |
+
Welcome to your intelligent research companion! This tool helps you:
|
| 126 |
+
- π Find relevant academic papers
|
| 127 |
+
- π Analyze research trends
|
| 128 |
+
- π Access paper summaries
|
| 129 |
+
- π₯ Download full papers
|
| 130 |
+
""")
|
| 131 |
+
|
| 132 |
+
# Display metrics in cards
|
| 133 |
+
with col3:
|
| 134 |
+
st.markdown("""
|
| 135 |
+
<div class="metric-card">
|
| 136 |
+
<h3>Papers Found</h3>
|
| 137 |
+
<h2>{}</h2>
|
| 138 |
+
</div>
|
| 139 |
+
""".format(len(st.session_state.fetched_papers)), unsafe_allow_html=True)
|
| 140 |
+
|
| 141 |
+
with col4:
|
| 142 |
+
st.markdown("""
|
| 143 |
+
<div class="metric-card">
|
| 144 |
+
<h3>Total Searches</h3>
|
| 145 |
+
<h2>{}</h2>
|
| 146 |
+
</div>
|
| 147 |
+
""".format(st.session_state.total_searches), unsafe_allow_html=True)
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
|
| 151 |
+
def create_chat_interface(self) -> Tuple[str, bool]:
|
| 152 |
+
|
| 153 |
+
with st.container():
|
| 154 |
+
st.write("### π¬ Research Query Interface")
|
| 155 |
+
|
| 156 |
+
# Create columns for better layout
|
| 157 |
+
col1, col2 = st.columns([4, 1])
|
| 158 |
+
|
| 159 |
+
with col1:
|
| 160 |
+
user_input = st.text_input(
|
| 161 |
+
"Enter your research query (e.g., 'Recent advances in quantum computing')",
|
| 162 |
+
key="user_input",
|
| 163 |
+
placeholder="Type your research question here...",
|
| 164 |
+
max_chars=500
|
| 165 |
+
)
|
| 166 |
+
|
| 167 |
+
col3, col4, col5 = st.columns([2, 1, 1])
|
| 168 |
+
with col3:
|
| 169 |
+
send_button = st.button("π Search ", use_container_width=True)
|
| 170 |
+
with col4:
|
| 171 |
+
clear_button = st.button("ποΈ Clear History", use_container_width=True)
|
| 172 |
+
|
| 173 |
+
if clear_button:
|
| 174 |
+
st.session_state.chat_history = []
|
| 175 |
+
st.session_state.fetched_papers = []
|
| 176 |
+
st.session_state.search_count = 0
|
| 177 |
+
st.session_state.total_searches = 0
|
| 178 |
+
st.rerun()
|
| 179 |
+
|
| 180 |
+
return user_input, send_button
|
| 181 |
+
|
| 182 |
+
def process_user_input(self, user_input: str):
|
| 183 |
+
|
| 184 |
+
with st.spinner('π Working on response...'):
|
| 185 |
+
# Update search metrics
|
| 186 |
+
st.session_state.search_count = len(st.session_state.fetched_papers)
|
| 187 |
+
st.session_state.total_searches += 1
|
| 188 |
+
|
| 189 |
+
try:
|
| 190 |
+
# Get response from router
|
| 191 |
+
response, papers = self.router.route_query(user_input)
|
| 192 |
+
|
| 193 |
+
# Update papers in session state
|
| 194 |
+
if papers:
|
| 195 |
+
unique_papers = {paper['paper_number']: paper for paper in papers}
|
| 196 |
+
st.session_state.fetched_papers = list(unique_papers.values())
|
| 197 |
+
|
| 198 |
+
# Add bot response and use message to chat history
|
| 199 |
+
if response:
|
| 200 |
+
st.session_state.chat_history.append(("Bot", response))
|
| 201 |
+
st.session_state.chat_history.append(("User", user_input))
|
| 202 |
+
else:
|
| 203 |
+
st.session_state.chat_history.append(
|
| 204 |
+
("Bot", "I couldn't find relevant papers for your query. Please try rephrasing or use more specific terms.")
|
| 205 |
+
)
|
| 206 |
+
except Exception as e:
|
| 207 |
+
st.session_state.chat_history.append(
|
| 208 |
+
("Bot", f"An error occurred while processing your request: {str(e)}")
|
| 209 |
+
)
|
| 210 |
+
st.error("There was an error processing your request. Please try again.")
|
| 211 |
+
|
| 212 |
+
def display_chat_history(self):
|
| 213 |
+
"""Display the chat history with user and bot messages"""
|
| 214 |
+
for sender, message in reversed(st.session_state.chat_history):
|
| 215 |
+
if sender == "User":
|
| 216 |
+
st.markdown(
|
| 217 |
+
"<div class='chat-message user-message'>"
|
| 218 |
+
f"<strong>π€ You:</strong> {message}"
|
| 219 |
+
"</div>",
|
| 220 |
+
unsafe_allow_html=True
|
| 221 |
+
)
|
| 222 |
+
else:
|
| 223 |
+
st.markdown(
|
| 224 |
+
"<div class='chat-message bot-message'>"
|
| 225 |
+
f"<strong>π€ Assistant:</strong> {message[0]}"
|
| 226 |
+
"</div>",
|
| 227 |
+
unsafe_allow_html=True
|
| 228 |
+
)
|
| 229 |
+
|
| 230 |
+
def display_papers(self):
|
| 231 |
+
"""Display the list of fetched papers with download links"""
|
| 232 |
+
st.write("### π Retrieved Research Papers")
|
| 233 |
+
if st.session_state.fetched_papers:
|
| 234 |
+
for paper in st.session_state.fetched_papers:
|
| 235 |
+
with st.expander(f"π {paper.get('title', 'Untitled Paper')}"):
|
| 236 |
+
st.markdown(
|
| 237 |
+
"<div class='paper-card'>"
|
| 238 |
+
f"<div class='paper-title'>{paper.get('title', '').replace('\n', ' ').strip()}</div>"
|
| 239 |
+
f"<div class='paper-metadata'>Year: {paper.get('year', 'N/A')} | Paper ID: {paper.get('paper_number', 'N/A')}</div>"
|
| 240 |
+
f"""{'<div class="paper-abstract">' + paper.get('abstract', '') + '</div>' if paper.get('abstract') else ''}"""
|
| 241 |
+
f"<{chr(92)}div>",
|
| 242 |
+
unsafe_allow_html=True
|
| 243 |
+
)
|
| 244 |
+
|
| 245 |
+
download_link = paper.get('link')
|
| 246 |
+
if download_link:
|
| 247 |
+
st.markdown(f"[π₯ Download PDF]({download_link})")
|
| 248 |
+
else:
|
| 249 |
+
st.warning("β οΈ No download link available")
|
| 250 |
+
else:
|
| 251 |
+
st.info("π No papers fetched yet. Start by entering a research query above!")
|
| 252 |
+
|
| 253 |
+
def run(self):
|
| 254 |
+
"""Main method to run the application"""
|
| 255 |
+
self.display_welcome_message()
|
| 256 |
+
|
| 257 |
+
|
| 258 |
+
user_input, send_button = self.create_chat_interface()
|
| 259 |
+
|
| 260 |
+
st.markdown("### π¬ Chat History")
|
| 261 |
+
self.display_chat_history()
|
| 262 |
+
|
| 263 |
+
|
| 264 |
+
if user_input and send_button:
|
| 265 |
+
self.process_user_input(user_input)
|
| 266 |
+
st.rerun()
|
| 267 |
+
|
| 268 |
+
st.markdown("---")
|
| 269 |
+
self.display_papers()
|
| 270 |
+
|
| 271 |
+
def main():
|
| 272 |
+
|
| 273 |
+
app = AcademicResearchAssistant()
|
| 274 |
+
app.run()
|
| 275 |
+
|
| 276 |
+
if __name__ == "__main__":
|
| 277 |
main()
|