Update utils/database.py

utils/database.py

@@ -256,45 +256,7 @@ def handle_document_upload(uploaded_files):
             time.sleep(5)
             progress_container.empty()    
 
-def display_vector_store_info():
-    """Display information about the current vector store state."""
-    if 'vector_store' not in st.session_state:
-        st.info("ℹ️ No documents loaded yet.")
-        return
-        
-    try:
-        # Get basic stats
-        test_query = vector_store.similarity_search("test", k=1)
-        doc_count = len(test_query)
-        
-        # Create an expander for detailed info
-        with st.expander("📊 Knowledge Base Status"):
-            col1, col2 = st.columns(2)
-            
-            with col1:
-                st.metric(
-                    label="Documents Loaded",
-                    value=doc_count
-                )
-                
-            with col2:
-                st.metric(
-                    label="System Status",
-                    value="Ready" if verify_vector_store(vector_store) else "Not Ready"
-                )
-            
-            # Display sample queries
-            if verify_vector_store(vector_store):
-                st.markdown("### 🔍 Sample Document Snippets")
-                sample_docs = vector_store.similarity_search("", k=3)
-                for i, doc in enumerate(sample_docs, 1):
-                    with st.container():
-                        st.markdown(f"**Snippet {i}:**")
-                        st.text(doc.page_content[:200] + "...")
-                        
-    except Exception as e:
-        st.error(f"Error displaying vector store info: {e}")
-            
+           
 def initialize_qa_system(vector_store):
     """Initialize QA system with proper chat handling."""
     try: