Update app.py
Browse files
app.py
CHANGED
@@ -11,122 +11,68 @@ from calendar_rag import (
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# Custom CSS for enhanced styling
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def load_custom_css():
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st.markdown("""
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border-radius: 8px;
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border: 2px solid #E5E7EB;
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padding: 0.75rem;
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font-size: 1.1rem;
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font-family: "Arial", sans-serif !important;
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color: #000000; /* Black input text */
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}
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.stTextInput input:focus {
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border-color: #1E3A8A;
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box-shadow: 0 0 0 2px rgba(30, 58, 138, 0.1);
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}
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/* Button styling */
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.stButton button {
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border-radius: 8px;
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font-weight: 600;
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font-size: 1.2rem !important; /* Bigger buttons for better interaction */
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color: #000000; /* Black text on buttons */
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transition: all 0.2s ease;
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}
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.stButton button:hover {
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transform: translateY(-1px);
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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}
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/* List styling */
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ul {
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font-size: 1.2rem !important;
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margin-left: 1rem;
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color: #000000; /* Black text in lists */
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list-style-type: disc;
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}
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/* Status indicator styling */
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.status-indicator {
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padding: 0.5rem 1rem;
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border-radius: 6px;
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font-weight: 500;
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font-size: 1.2rem; /* Larger for better clarity */
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color: #000000; /* Black text for status */
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}
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.status-online {
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background-color: #DEF7EC;
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color: #03543F;
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}
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.status-offline {
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background-color: #FDE8E8;
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color: #9B1C1C;
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}
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</style>
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""", unsafe_allow_html=True)
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# Page config
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page_title="Academic Calendar Assistant",
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page_icon="📅",
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layout="wide",
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initial_sidebar_state="
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)
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# Load custom CSS
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# Initialize session state
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if 'pipeline' not in st.session_state:
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st.session_state.pipeline = None
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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 'feedback_data' not in st.session_state:
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st.session_state.feedback_data = []
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def initialize_pipeline():
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"""Initialize RAG pipeline with configurations"""
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config.retriever.top_k = 5
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config.model.temperature = 0.3
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pipeline = AcademicCalendarRAG(config)
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with open("calendar.json", "r", encoding="utf-8") as f:
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calendar_data = json.load(f)
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pipeline.load_data(calendar_data)
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return pipeline
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except Exception as e:
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st.error(f"Error initializing pipeline: {str(e)}")
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return None
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def save_feedback_to_json():
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"""Save feedback data to a JSON file"""
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try:
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# Get current directory
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current_dir = os.path.dirname(os.path.abspath(__file__))
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file_path = os.path.join(current_dir, 'feedback_data.json')
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# Log the attempt
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st.write(f"Attempting to save feedback to: {file_path}")
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# Create directory if it doesn't exist
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os.makedirs(current_dir, exist_ok=True)
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# Save the file
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with open(file_path, "w", encoding="utf-8") as f:
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json.dump(
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st.session_state.feedback_data,
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f,
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ensure_ascii=False,
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indent=2
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)
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# Verify file was created
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if os.path.exists(file_path):
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st.write(f"✅ Feedback saved successfully to {file_path}")
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st.write(f"Current feedback data: {st.session_state.feedback_data}")
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return True
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else:
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st.error("File was not created despite no errors")
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return False
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except Exception as e:
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st.error(f"Error saving feedback: {str(e)}")
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st.write(f"Current directory: {current_dir}")
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st.write(f"Current feedback data: {st.session_state.feedback_data}")
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return False
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def add_feedback(query: str, answer: str, is_correct: bool):
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"""Add feedback entry to session state and save to JSON"""
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feedback_entry = {
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"timestamp": datetime.now().isoformat(),
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"query": query,
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"answer": answer,
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"is_correct": is_correct
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}
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st.session_state.feedback_data.append(feedback_entry)
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save_feedback_to_json()
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def evaluate_answer(query: str, answer: str):
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"""Display evaluation buttons for the answer"""
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col1, col2, col3 = st.columns([1, 1, 4])
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with col1:
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if st.button("✅ ถูกต้อง", type="primary", key=f"correct_{len(st.session_state.chat_history)}"):
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add_feedback(query, answer, True)
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st.success("บันทึกผลการประเมินแล้ว")
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return True
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with col2:
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if st.button("❌ ไม่ถูกต้อง", type="secondary", key=f"incorrect_{len(st.session_state.chat_history)}"):
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add_feedback(query, answer, False)
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st.error("บันทึกผลการประเมินแล้ว")
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return True
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return False
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def display_chat_history():
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"""Display chat history with enhanced styling"""
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for
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if role == "user"
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else:
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st.markdown(f"""
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<div class="chat-message assistant-message">
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<strong>🤖 คำตอบ:</strong><br>
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{message}
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</div>
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""", unsafe_allow_html=True)
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# Add evaluation buttons after each assistant response
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if i == len(st.session_state.chat_history) - 1: # Only for the latest answer
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user_query = st.session_state.chat_history[i-1][1] # Get the corresponding user query
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evaluate_answer(user_query, message)
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def add_to_history(role: str, message: str):
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"""Add message to chat history"""
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st.session_state.chat_history.append((role, message))
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def main():
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# Header
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st.markdown(""
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<div style="text-align: center; padding: 2rem 0;">
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<h1>🎓 ระบบค้นหาข้อมูลปฏิทินการศึกษา</h1>
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</div>
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""", unsafe_allow_html=True)
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# Initialize pipeline if needed
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if st.session_state.pipeline is None:
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with st.spinner("กำลังเริ่มต้นระบบ..."):
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st.session_state.pipeline = initialize_pipeline()
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# Create two columns with better proportions
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chat_col, info_col = st.columns([7, 3])
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with chat_col:
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# Add a subtle container for the chat interface
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with st.container():
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# Display chat history
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display_chat_history()
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# Main query interface with enhanced styling
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st.markdown("<br>", unsafe_allow_html=True)
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query = st.text_input(
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"โปรดระบุคำถามเกี่ยวกับปฏิทินการศึกษา:",
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placeholder="เช่น: วันสุดท้ายของการสอบปากเปล่าในภาคเรียนที่ 1/2567 คือวันที่เท่าไร?",
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key="query_input"
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)
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with col1:
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send_query = st.button("📤 ส่งคำถาม", type="primary", use_container_width=True)
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with col2:
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if st.button("🗑️ ล้างประวัติ", type="secondary", use_container_width=True):
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st.session_state.chat_history = []
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st.rerun()
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# Process query
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if send_query and query:
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if st.session_state.pipeline is None:
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st.error("❌ ไม่สามารถเชื่อมต่อกับระบบได้ กรุณาลองใหม่อีกครั้ง")
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return
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add_to_history("user", query)
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try:
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with st.spinner("🔍 กำลังค้นหาคำตอบ..."):
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result = st.session_state.pipeline.process_query(query)
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add_to_history("assistant", result["answer"])
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# Enhanced expandable sections
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with st.expander("📚 แสดงข้อมูลอ้างอิง", expanded=False):
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for i, doc in enumerate(result["documents"], 1):
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st.markdown(f"""
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<div style="padding: 1rem; background-color: #F9FAFB; border-radius: 8px; margin: 0.5rem 0;">
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<strong>เอกสารที่ {i}:</strong><br>
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{doc.content}
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</div>
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""", unsafe_allow_html=True)
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with st.expander("🔍 รายละเอียดการวิเคราะห์คำถาม", expanded=False):
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st.json(result["query_info"])
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st.rerun()
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except Exception as e:
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st.error(f"❌ เกิดข้อผิดพลาด: {str(e)}")
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elif send_query and not query:
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st.warning("⚠️ กรุณาระบุคำถาม")
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with info_col:
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# Enhanced system information section
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st.markdown("""
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<div
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<h3>ℹ️ เกี่ยวกับระบบ</h3>
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<p
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</p>
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<h4 style="color: #1E3A8A; margin-top: 1rem;">สามารถสอบถามข้อมูลเกี่ยวกับ:</h4>
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<ul style="list-style-type: none; padding-left: 0;">
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<li>📅 กำหนดการต่างๆ ในปฏิทินการศึกษา</li>
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<li>🎯 วันสำคัญและกิจกรรม</li>
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<li>📝 การลงทะเบียนเรียน</li>
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<li>📚 กำหนดการสอบ</li>
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<li>🏖️ วันหยุดการศึกษา</li>
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</ul>
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</div>
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""", unsafe_allow_html=True)
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""
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if __name__ == "__main__":
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main()
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# Custom CSS for enhanced styling
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def load_custom_css():
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st.markdown("""
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<style>
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body {
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font-family: "Arial", sans-serif;
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color: #000000;
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background-color: #F7F9FC;
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}
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h1 {
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color: #1E3A8A;
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font-size: 2.8rem;
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text-align: center;
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font-weight: 700;
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margin-bottom: 1rem;
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}
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.chat-container {
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background-color: #FFFFFF;
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border-radius: 8px;
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padding: 1.5rem;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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margin-bottom: 1rem;
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}
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.chat-message {
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margin-bottom: 1rem;
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padding: 1rem;
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border-radius: 8px;
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background-color: #F3F4F6;
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font-size: 1.1rem;
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}
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.assistant-message {
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background-color: #EFF6FF;
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}
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.user-message {
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background-color: #E5E7EB;
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}
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.input-card {
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background-color: #FFFFFF;
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border-radius: 12px;
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padding: 1.5rem;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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margin-bottom: 2rem;
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}
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.sidebar-info {
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background-color: #F9FAFB;
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border-radius: 8px;
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padding: 1.5rem;
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margin-bottom: 1.5rem;
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}
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.status-indicator {
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font-weight: 600;
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font-size: 1rem;
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padding: 0.5rem 1rem;
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border-radius: 5px;
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display: inline-block;
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}
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.status-online {
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background-color: #DEF7EC;
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color: #03543F;
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}
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.status-offline {
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background-color: #FDE8E8;
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color: #9B1C1C;
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}
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</style>
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""", unsafe_allow_html=True)
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# Page config
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page_title="Academic Calendar Assistant",
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page_icon="📅",
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layout="wide",
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+
initial_sidebar_state="expanded"
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)
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# Load custom CSS
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# Initialize session state
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if 'pipeline' not in st.session_state:
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st.session_state.pipeline = None
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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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def initialize_pipeline():
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"""Initialize RAG pipeline with configurations"""
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config.retriever.top_k = 5
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config.model.temperature = 0.3
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pipeline = AcademicCalendarRAG(config)
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+
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with open("calendar.json", "r", encoding="utf-8") as f:
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calendar_data = json.load(f)
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pipeline.load_data(calendar_data)
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+
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return pipeline
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+
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except Exception as e:
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st.error(f"Error initializing pipeline: {str(e)}")
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return None
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def display_chat_history():
|
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"""Display chat history with enhanced styling"""
|
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+
for role, message in st.session_state.chat_history:
|
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+
chat_style = "assistant-message" if role == "assistant" else "user-message"
|
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+
st.markdown(f"""
|
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+
<div class="chat-container {chat_style}">
|
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+
<strong>{'🤖 คำตอบ:' if role == 'assistant' else '🧑 คำถาม:'}</strong>
|
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+
<p>{message}</p>
|
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+
</div>
|
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+
""", unsafe_allow_html=True)
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|
125 |
|
126 |
def main():
|
127 |
+
# Header
|
128 |
+
st.markdown("<h1>🎓 ระบบค้นหาข้อมูลปฏิทินการศึกษา</h1>", unsafe_allow_html=True)
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|
129 |
|
130 |
+
# Sidebar with system info
|
131 |
+
with st.sidebar:
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|
132 |
st.markdown("""
|
133 |
+
<div class="sidebar-info">
|
134 |
<h3>ℹ️ เกี่ยวกับระบบ</h3>
|
135 |
+
<p>ระบบนี้ใช้เทคโนโลยี <strong>RAG (Retrieval-Augmented Generation)</strong> ในการค้นหาและตอบคำถามเกี่ยวกับปฏิทินการศึกษา</p>
|
136 |
+
<h4>สถานะระบบ:</h4>
|
137 |
+
<span class="status-indicator status-online">🟢 พร้อมใช้งาน</span>
|
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|
138 |
</div>
|
139 |
""", unsafe_allow_html=True)
|
140 |
+
|
141 |
+
# Main chat area
|
142 |
+
chat_col, input_col = st.columns([2, 1])
|
143 |
+
with chat_col:
|
144 |
+
st.subheader("ประวัติการสนทนา")
|
145 |
+
display_chat_history()
|
146 |
+
|
147 |
+
with input_col:
|
148 |
+
st.subheader("ส่งคำถามของคุณ")
|
149 |
+
st.markdown('<div class="input-card">', unsafe_allow_html=True)
|
150 |
+
query = st.text_input(
|
151 |
+
"โปรดระบุคำถามเกี่ยวกับปฏิทินการศึกษา:",
|
152 |
+
placeholder="เช่น: วันสุดท้ายของการสอบปากเปล่าในภาคเรียนที่ 1/2567 คือวันที่เท่าไร?"
|
153 |
+
)
|
154 |
+
if st.button("📤 ส่งคำถาม"):
|
155 |
+
if query:
|
156 |
+
st.session_state.chat_history.append(("user", query))
|
157 |
+
answer = "นี่คือคำตอบตัวอย่าง: วันสุดท้ายคือ 25 กันยายน 2567" # Example
|
158 |
+
st.session_state.chat_history.append(("assistant", answer))
|
159 |
+
else:
|
160 |
+
st.warning("⚠️ กรุณาระบุคำถาม")
|
161 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
162 |
|
163 |
if __name__ == "__main__":
|
164 |
+
main()
|