Update app.py
Browse files
    	
        app.py
    CHANGED
    
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         @@ -11,68 +11,122 @@ 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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                """, unsafe_allow_html=True)
         
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            # Page config
         
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         @@ -80,7 +134,7 @@ st.set_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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         @@ -89,8 +143,12 @@ 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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         @@ -101,64 +159,225 @@ def initialize_pipeline(): 
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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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                    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 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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            def main():
         
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                # Header
         
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                st.markdown(" 
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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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                        </div>
         
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                    """, unsafe_allow_html=True)
         
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                            st.warning("⚠️ กรุณาระบุคำถาม")
         
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                    st.markdown('</div>', unsafe_allow_html=True)
         
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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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                        /* General body styling */
         
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                        body {
         
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                            font-family: "Arial", sans-serif !important; /* Clean and readable font */
         
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                            color: #000000 !important; /* Black text */
         
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            +
                            background-color: white !important;
         
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                            line-height: 1.7 !important; /* Increase line spacing */
         
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                        }
         
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            +
                        
         
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                        /* Main container styling */
         
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            +
                        .main {
         
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                            padding: 2rem;
         
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                            color: #000000; /* Ensure all text is black */
         
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                            background-color: white;
         
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                        }
         
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            +
                        
         
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                        /* Headers styling */
         
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            +
                        h1 {
         
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                            color: #000000; /* Black headers */
         
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                            font-size: 2.8rem !important; /* Larger font for headers */
         
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                            font-weight: 700 !important;
         
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                            margin-bottom: 1.5rem !important;
         
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                            text-align: center;
         
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                            padding: 1rem 0;
         
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            +
                            border-bottom: 3px solid #1E3A8A; /* Keep a blue line for a clean design */
         
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                        }
         
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            +
                        
         
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                        h3, h4 {
         
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                            color: #000000; /* Black sub-headers */
         
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                            font-weight: 600 !important;
         
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            +
                            font-size: 1.6rem !important; /* Increase font size for sub-headers */
         
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                            margin-top: 1.5rem !important;
         
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                        }
         
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            +
                        
         
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                        /* Paragraphs and text */
         
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                        p, span, li {
         
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                            font-size: 1.2rem !important; /* Larger font size for regular text */
         
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                            color: #000000 !important; /* Black text */
         
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                        }
         
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            +
                        
         
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                        /* Chat message styling */
         
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                        .chat-message {
         
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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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                            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
         
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            +
                            font-size: 1.1rem !important;
         
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                            line-height: 1.6 !important; /* Better readability */
         
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            +
                            font-family: "Arial", sans-serif !important;
         
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            +
                            color: #000000 !important; /* Black text in chat */
         
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                        }
         
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            +
                        
         
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                        .user-message {
         
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                            background-color: #F3F4F6 !important;
         
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                        }
         
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            +
                        
         
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                        .assistant-message {
         
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                            background-color: #EFF6FF !important;
         
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                        }
         
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            +
                        
         
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                        /* Input field styling */
         
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                        .stTextInput input {
         
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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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            +
                        
         
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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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            +
                        
         
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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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            +
                        
         
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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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            +
                        
         
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            +
                        /* List styling */
         
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| 104 | 
         
            +
                        ul {
         
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| 105 | 
         
            +
                            font-size: 1.2rem !important;
         
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| 106 | 
         
            +
                            margin-left: 1rem;
         
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| 107 | 
         
            +
                            color: #000000; /* Black text in lists */
         
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| 108 | 
         
            +
                            list-style-type: disc;
         
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| 109 | 
         
            +
                        }
         
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| 110 | 
         
            +
                        
         
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| 111 | 
         
            +
                        /* Status indicator styling */
         
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| 112 | 
         
            +
                        .status-indicator {
         
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| 113 | 
         
            +
                            padding: 0.5rem 1rem;
         
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| 114 | 
         
            +
                            border-radius: 6px;
         
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| 115 | 
         
            +
                            font-weight: 500;
         
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| 116 | 
         
            +
                            font-size: 1.2rem; /* Larger for better clarity */
         
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| 117 | 
         
            +
                            color: #000000; /* Black text for status */
         
     | 
| 118 | 
         
            +
                        }
         
     | 
| 119 | 
         
            +
                        
         
     | 
| 120 | 
         
            +
                        .status-online {
         
     | 
| 121 | 
         
            +
                            background-color: #DEF7EC;
         
     | 
| 122 | 
         
            +
                            color: #03543F;
         
     | 
| 123 | 
         
            +
                        }
         
     | 
| 124 | 
         
            +
                        
         
     | 
| 125 | 
         
            +
                        .status-offline {
         
     | 
| 126 | 
         
            +
                            background-color: #FDE8E8;
         
     | 
| 127 | 
         
            +
                            color: #9B1C1C;
         
     | 
| 128 | 
         
            +
                        }
         
     | 
| 129 | 
         
            +
                        </style>
         
     | 
| 130 | 
         
             
                """, unsafe_allow_html=True)
         
     | 
| 131 | 
         | 
| 132 | 
         
             
            # Page config
         
     | 
| 
         | 
|
| 134 | 
         
             
                page_title="Academic Calendar Assistant",
         
     | 
| 135 | 
         
             
                page_icon="📅",
         
     | 
| 136 | 
         
             
                layout="wide",
         
     | 
| 137 | 
         
            +
                initial_sidebar_state="collapsed"
         
     | 
| 138 | 
         
             
            )
         
     | 
| 139 | 
         | 
| 140 | 
         
             
            # Load custom CSS
         
     | 
| 
         | 
|
| 143 | 
         
             
            # Initialize session state
         
     | 
| 144 | 
         
             
            if 'pipeline' not in st.session_state:
         
     | 
| 145 | 
         
             
                st.session_state.pipeline = None
         
     | 
| 146 | 
         
            +
                
         
     | 
| 147 | 
         
             
            if 'chat_history' not in st.session_state:
         
     | 
| 148 | 
         
             
                st.session_state.chat_history = []
         
     | 
| 149 | 
         
            +
                
         
     | 
| 150 | 
         
            +
            if 'feedback_data' not in st.session_state:
         
     | 
| 151 | 
         
            +
                st.session_state.feedback_data = []
         
     | 
| 152 | 
         | 
| 153 | 
         
             
            def initialize_pipeline():
         
     | 
| 154 | 
         
             
                """Initialize RAG pipeline with configurations"""
         
     | 
| 
         | 
|
| 159 | 
         
             
                    config.retriever.top_k = 5
         
     | 
| 160 | 
         
             
                    config.model.temperature = 0.3
         
     | 
| 161 | 
         
             
                    pipeline = AcademicCalendarRAG(config)
         
     | 
| 162 | 
         
            +
                    
         
     | 
| 163 | 
         
             
                    with open("calendar.json", "r", encoding="utf-8") as f:
         
     | 
| 164 | 
         
             
                        calendar_data = json.load(f)
         
     | 
| 165 | 
         
             
                    pipeline.load_data(calendar_data)
         
     | 
| 166 | 
         
            +
                    
         
     | 
| 167 | 
         
             
                    return pipeline
         
     | 
| 168 | 
         
            +
                    
         
     | 
| 169 | 
         
             
                except Exception as e:
         
     | 
| 170 | 
         
             
                    st.error(f"Error initializing pipeline: {str(e)}")
         
     | 
| 171 | 
         
             
                    return None
         
     | 
| 172 | 
         | 
| 173 | 
         
            +
            def save_feedback_to_json():
         
     | 
| 174 | 
         
            +
                """Save feedback data to a JSON file"""
         
     | 
| 175 | 
         
            +
                try:
         
     | 
| 176 | 
         
            +
                    # Get current directory
         
     | 
| 177 | 
         
            +
                    current_dir = os.path.dirname(os.path.abspath(__file__))
         
     | 
| 178 | 
         
            +
                    file_path = os.path.join(current_dir, 'feedback_data.json')
         
     | 
| 179 | 
         
            +
                    
         
     | 
| 180 | 
         
            +
                    # Log the attempt
         
     | 
| 181 | 
         
            +
                    st.write(f"Attempting to save feedback to: {file_path}")
         
     | 
| 182 | 
         
            +
                    
         
     | 
| 183 | 
         
            +
                    # Create directory if it doesn't exist
         
     | 
| 184 | 
         
            +
                    os.makedirs(current_dir, exist_ok=True)
         
     | 
| 185 | 
         
            +
                    
         
     | 
| 186 | 
         
            +
                    # Save the file
         
     | 
| 187 | 
         
            +
                    with open(file_path, "w", encoding="utf-8") as f:
         
     | 
| 188 | 
         
            +
                        json.dump(
         
     | 
| 189 | 
         
            +
                            st.session_state.feedback_data,
         
     | 
| 190 | 
         
            +
                            f,
         
     | 
| 191 | 
         
            +
                            ensure_ascii=False,
         
     | 
| 192 | 
         
            +
                            indent=2
         
     | 
| 193 | 
         
            +
                        )
         
     | 
| 194 | 
         
            +
                        
         
     | 
| 195 | 
         
            +
                    # Verify file was created
         
     | 
| 196 | 
         
            +
                    if os.path.exists(file_path):
         
     | 
| 197 | 
         
            +
                        st.write(f"✅ Feedback saved successfully to {file_path}")
         
     | 
| 198 | 
         
            +
                        st.write(f"Current feedback data: {st.session_state.feedback_data}")
         
     | 
| 199 | 
         
            +
                        return True
         
     | 
| 200 | 
         
            +
                    else:
         
     | 
| 201 | 
         
            +
                        st.error("File was not created despite no errors")
         
     | 
| 202 | 
         
            +
                        return False
         
     | 
| 203 | 
         
            +
                        
         
     | 
| 204 | 
         
            +
                except Exception as e:
         
     | 
| 205 | 
         
            +
                    st.error(f"Error saving feedback: {str(e)}")
         
     | 
| 206 | 
         
            +
                    st.write(f"Current directory: {current_dir}")
         
     | 
| 207 | 
         
            +
                    st.write(f"Current feedback data: {st.session_state.feedback_data}")
         
     | 
| 208 | 
         
            +
                    return False
         
     | 
| 209 | 
         
            +
             
     | 
| 210 | 
         
            +
            def add_feedback(query: str, answer: str, is_correct: bool):
         
     | 
| 211 | 
         
            +
                """Add feedback entry to session state and save to JSON"""
         
     | 
| 212 | 
         
            +
                feedback_entry = {
         
     | 
| 213 | 
         
            +
                    "timestamp": datetime.now().isoformat(),
         
     | 
| 214 | 
         
            +
                    "query": query,
         
     | 
| 215 | 
         
            +
                    "answer": answer,
         
     | 
| 216 | 
         
            +
                    "is_correct": is_correct
         
     | 
| 217 | 
         
            +
                }
         
     | 
| 218 | 
         
            +
                st.session_state.feedback_data.append(feedback_entry)
         
     | 
| 219 | 
         
            +
                save_feedback_to_json()
         
     | 
| 220 | 
         
            +
             
     | 
| 221 | 
         
            +
            def evaluate_answer(query: str, answer: str):
         
     | 
| 222 | 
         
            +
                """Display evaluation buttons for the answer"""
         
     | 
| 223 | 
         
            +
                col1, col2, col3 = st.columns([1, 1, 4])
         
     | 
| 224 | 
         
            +
                
         
     | 
| 225 | 
         
            +
                with col1:
         
     | 
| 226 | 
         
            +
                    if st.button("✅ ถูกต้อง", type="primary", key=f"correct_{len(st.session_state.chat_history)}"):
         
     | 
| 227 | 
         
            +
                        add_feedback(query, answer, True)
         
     | 
| 228 | 
         
            +
                        st.success("บันทึกผลการประเมินแล้ว")
         
     | 
| 229 | 
         
            +
                        return True
         
     | 
| 230 | 
         
            +
                        
         
     | 
| 231 | 
         
            +
                with col2:
         
     | 
| 232 | 
         
            +
                    if st.button("❌ ไม่ถูกต้อง", type="secondary", key=f"incorrect_{len(st.session_state.chat_history)}"):
         
     | 
| 233 | 
         
            +
                        add_feedback(query, answer, False)
         
     | 
| 234 | 
         
            +
                        st.error("บันทึกผลการประเมินแล้ว")
         
     | 
| 235 | 
         
            +
                        return True
         
     | 
| 236 | 
         
            +
                        
         
     | 
| 237 | 
         
            +
                return False
         
     | 
| 238 | 
         
            +
             
     | 
| 239 | 
         
             
            def display_chat_history():
         
     | 
| 240 | 
         
             
                """Display chat history with enhanced styling"""
         
     | 
| 241 | 
         
            +
                for i, (role, message) in enumerate(st.session_state.chat_history):
         
     | 
| 242 | 
         
            +
                    if role == "user":
         
     | 
| 243 | 
         
            +
                        st.markdown(f"""
         
     | 
| 244 | 
         
            +
                            <div class="chat-message user-message">
         
     | 
| 245 | 
         
            +
                                <strong>🧑 คำถาม:</strong><br>
         
     | 
| 246 | 
         
            +
                                {message}
         
     | 
| 247 | 
         
            +
                            </div>
         
     | 
| 248 | 
         
            +
                        """, unsafe_allow_html=True)
         
     | 
| 249 | 
         
            +
                    else:
         
     | 
| 250 | 
         
            +
                        st.markdown(f"""
         
     | 
| 251 | 
         
            +
                            <div class="chat-message assistant-message">
         
     | 
| 252 | 
         
            +
                                <strong>🤖 คำตอบ:</strong><br>
         
     | 
| 253 | 
         
            +
                                {message}
         
     | 
| 254 | 
         
            +
                            </div>
         
     | 
| 255 | 
         
            +
                        """, unsafe_allow_html=True)
         
     | 
| 256 | 
         
            +
                        
         
     | 
| 257 | 
         
            +
                        # Add evaluation buttons after each assistant response
         
     | 
| 258 | 
         
            +
                        if i == len(st.session_state.chat_history) - 1:  # Only for the latest answer
         
     | 
| 259 | 
         
            +
                            user_query = st.session_state.chat_history[i-1][1]  # Get the corresponding user query
         
     | 
| 260 | 
         
            +
                            evaluate_answer(user_query, message)
         
     | 
| 261 | 
         
            +
             
     | 
| 262 | 
         
            +
            def add_to_history(role: str, message: str):
         
     | 
| 263 | 
         
            +
                """Add message to chat history"""
         
     | 
| 264 | 
         
            +
                st.session_state.chat_history.append((role, message))
         
     | 
| 265 | 
         | 
| 266 | 
         
             
            def main():
         
     | 
| 267 | 
         
            +
                # Header with animation
         
     | 
| 268 | 
         
            +
                st.markdown("""
         
     | 
| 269 | 
         
            +
                    <div style="text-align: center; padding: 2rem 0;">
         
     | 
| 270 | 
         
            +
                        <h1>🎓 ระบบค้นหาข้อมูลปฏิทินการศึกษา</h1>
         
     | 
| 271 | 
         
            +
                    </div>
         
     | 
| 272 | 
         
            +
                """, unsafe_allow_html=True)
         
     | 
| 273 | 
         
            +
             
     | 
| 274 | 
         
            +
                # Initialize pipeline if needed
         
     | 
| 275 | 
         
            +
                if st.session_state.pipeline is None:
         
     | 
| 276 | 
         
            +
                    with st.spinner("กำลังเริ่มต้นระบบ..."):
         
     | 
| 277 | 
         
            +
                        st.session_state.pipeline = initialize_pipeline()
         
     | 
| 278 | 
         
            +
                
         
     | 
| 279 | 
         
            +
                # Create two columns with better proportions
         
     | 
| 280 | 
         
            +
                chat_col, info_col = st.columns([7, 3])
         
     | 
| 281 | 
         
            +
                
         
     | 
| 282 | 
         
            +
                with chat_col:
         
     | 
| 283 | 
         
            +
                    # Add a subtle container for the chat interface
         
     | 
| 284 | 
         
            +
                    with st.container():
         
     | 
| 285 | 
         
            +
                        # Display chat history
         
     | 
| 286 | 
         
            +
                        display_chat_history()
         
     | 
| 287 | 
         
            +
                        
         
     | 
| 288 | 
         
            +
                        # Main query interface with enhanced styling
         
     | 
| 289 | 
         
            +
                        st.markdown("<br>", unsafe_allow_html=True)
         
     | 
| 290 | 
         
            +
                        query = st.text_input(
         
     | 
| 291 | 
         
            +
                            "โปรดระบุคำถามเกี่ยวกับปฏิทินการศึกษา:",
         
     | 
| 292 | 
         
            +
                            placeholder="เช่น: วันสุดท้ายของการสอบปากเปล่าในภาคเรียนที่ 1/2567 คือวันที่เท่าไร?",
         
     | 
| 293 | 
         
            +
                            key="query_input"
         
     | 
| 294 | 
         
            +
                        )
         
     | 
| 295 | 
         | 
| 296 | 
         
            +
                        # Button layout with enhanced styling
         
     | 
| 297 | 
         
            +
                        col1, col2, col3 = st.columns([1, 1, 4])
         
     | 
| 298 | 
         
            +
                        with col1:
         
     | 
| 299 | 
         
            +
                            send_query = st.button("📤 ส่งคำถาม", type="primary", use_container_width=True)
         
     | 
| 300 | 
         
            +
                        with col2:
         
     | 
| 301 | 
         
            +
                            if st.button("🗑️ ล้างประวัติ", type="secondary", use_container_width=True):
         
     | 
| 302 | 
         
            +
                                st.session_state.chat_history = []
         
     | 
| 303 | 
         
            +
                                st.rerun()
         
     | 
| 304 | 
         
            +
             
     | 
| 305 | 
         
            +
                        # Process query
         
     | 
| 306 | 
         
            +
                        if send_query and query:
         
     | 
| 307 | 
         
            +
                            if st.session_state.pipeline is None:
         
     | 
| 308 | 
         
            +
                                st.error("❌ ไม่สามารถเชื่อมต่อกับระบบได้ กรุณาลองใหม่อีกครั้ง")
         
     | 
| 309 | 
         
            +
                                return
         
     | 
| 310 | 
         
            +
                                
         
     | 
| 311 | 
         
            +
                            add_to_history("user", query)
         
     | 
| 312 | 
         
            +
                                
         
     | 
| 313 | 
         
            +
                            try:
         
     | 
| 314 | 
         
            +
                                with st.spinner("🔍 กำลังค้นหาคำตอบ..."):
         
     | 
| 315 | 
         
            +
                                    result = st.session_state.pipeline.process_query(query)
         
     | 
| 316 | 
         
            +
                                    add_to_history("assistant", result["answer"])
         
     | 
| 317 | 
         
            +
                                    
         
     | 
| 318 | 
         
            +
                                    # Enhanced expandable sections
         
     | 
| 319 | 
         
            +
                                    with st.expander("📚 แสดงข้อมูลอ้างอิง", expanded=False):
         
     | 
| 320 | 
         
            +
                                        for i, doc in enumerate(result["documents"], 1):
         
     | 
| 321 | 
         
            +
                                            st.markdown(f"""
         
     | 
| 322 | 
         
            +
                                                <div style="padding: 1rem; background-color: #F9FAFB; border-radius: 8px; margin: 0.5rem 0;">
         
     | 
| 323 | 
         
            +
                                                    <strong>เอกสารที่ {i}:</strong><br>
         
     | 
| 324 | 
         
            +
                                                    {doc.content}
         
     | 
| 325 | 
         
            +
                                                </div>
         
     | 
| 326 | 
         
            +
                                            """, unsafe_allow_html=True)
         
     | 
| 327 | 
         
            +
                                    
         
     | 
| 328 | 
         
            +
                                    with st.expander("🔍 รายละเอียดการวิเคราะห์คำถาม", expanded=False):
         
     | 
| 329 | 
         
            +
                                        st.json(result["query_info"])
         
     | 
| 330 | 
         
            +
                                    
         
     | 
| 331 | 
         
            +
                                    st.rerun()
         
     | 
| 332 | 
         
            +
                                    
         
     | 
| 333 | 
         
            +
                            except Exception as e:
         
     | 
| 334 | 
         
            +
                                st.error(f"❌ เกิดข้อผิดพลาด: {str(e)}")
         
     | 
| 335 | 
         
            +
                        
         
     | 
| 336 | 
         
            +
                        elif send_query and not query:
         
     | 
| 337 | 
         
            +
                            st.warning("⚠️ กรุณาระบุคำถาม")
         
     | 
| 338 | 
         
            +
                
         
     | 
| 339 | 
         
            +
                with info_col:
         
     | 
| 340 | 
         
            +
                    # Enhanced system information section
         
     | 
| 341 | 
         
             
                    st.markdown("""
         
     | 
| 342 | 
         
            +
                        <div style="background-color: #F9FAFB; padding: 1.5rem; border-radius: 12px; margin-bottom: 2rem;">
         
     | 
| 343 | 
         
             
                            <h3>ℹ️ เกี่ยวกับระบบ</h3>
         
     | 
| 344 | 
         
            +
                            <p style="color: #4B5563;">
         
     | 
| 345 | 
         
            +
                                ระบบนี้ใช้เทคโนโลยี <strong>RAG (Retrieval-Augmented Generation)</strong> 
         
     | 
| 346 | 
         
            +
                                ในการค้นหาและตอบคำถามเกี่ยวกับปฏิทินการศึกษา
         
     | 
| 347 | 
         
            +
                            </p>
         
     | 
| 348 | 
         
            +
                            <h4 style="color: #1E3A8A; margin-top: 1rem;">สามารถสอบถามข้อมูลเกี่ยวกับ:</h4>
         
     | 
| 349 | 
         
            +
                            <ul style="list-style-type: none; padding-left: 0;">
         
     | 
| 350 | 
         
            +
                                <li>📅 กำหนดการต่างๆ ในปฏิทินการศึกษา</li>
         
     | 
| 351 | 
         
            +
                                <li>🎯 วันสำคัญและกิจกรรม</li>
         
     | 
| 352 | 
         
            +
                                <li>📝 การลงทะเบียนเรียน</li>
         
     | 
| 353 | 
         
            +
                                <li>📚 กำหนดการสอบ</li>
         
     | 
| 354 | 
         
            +
                                <li>🏖️ วันหยุดการศึกษา</li>
         
     | 
| 355 | 
         
            +
                            </ul>
         
     | 
| 356 | 
         
             
                        </div>
         
     | 
| 357 | 
         
             
                    """, unsafe_allow_html=True)
         
     | 
| 358 | 
         
            +
                    
         
     | 
| 359 | 
         
            +
                    # Enhanced system status section
         
     | 
| 360 | 
         
            +
                    st.markdown("""
         
     | 
| 361 | 
         
            +
                        <div style="background-color: #F9FAFB; padding: 1.5rem; border-radius: 12px;">
         
     | 
| 362 | 
         
            +
                            <h3>🔄 สถานะระบบ</h3>
         
     | 
| 363 | 
         
            +
                            <div style="margin-top: 1rem;">
         
     | 
| 364 | 
         
            +
                                <p><strong>⏰ เวลาปัจจุบัน:</strong><br>
         
     | 
| 365 | 
         
            +
                                {}</p>
         
     | 
| 366 | 
         
            +
                                <p><strong>📡 สถานะระบบ:</strong><br>
         
     | 
| 367 | 
         
            +
                                <span class="status-indicator {}">
         
     | 
| 368 | 
         
            +
                                    {} {}
         
     | 
| 369 | 
         
            +
                                </span></p>
         
     | 
| 370 | 
         
            +
                            </div>
         
     | 
| 371 | 
         
            +
                        </div>
         
     | 
| 372 | 
         
            +
                    """.format(
         
     | 
| 373 | 
         
            +
                        datetime.now().strftime('%Y-%m-%d %H:%M:%S'),
         
     | 
| 374 | 
         
            +
                        "status-online" if st.session_state.pipeline else "status-offline",
         
     | 
| 375 | 
         
            +
                        "🟢" if st.session_state.pipeline else "🔴",
         
     | 
| 376 | 
         
            +
                        "พร้อมใช้งาน" if st.session_state.pipeline else "ไม่พร้อมใช้งาน"
         
     | 
| 377 | 
         
            +
                    ), unsafe_allow_html=True)
         
     | 
| 
         | 
|
| 
         | 
|
| 378 | 
         | 
| 379 | 
         
             
            if __name__ == "__main__":
         
     | 
| 380 | 
         
             
                main()
         
     | 
| 381 | 
         
            +
             
     | 
| 382 | 
         
            +
             
     | 
| 383 | 
         
            +
            Could you please restructure my website? I want it to look nicer.
         
     |