Update app.py

app.py

@@ -68,7 +68,7 @@ def image_search(query, corpus, max_results=3):
         dot_product2 = dot_product2 / np.max(dot_product2, axis=0, keepdims=True)
         dot_product -= np.max(np.maximum(dot_product2, 0), axis=1)
 
-    results = np.argsort(dot_product)[-1 : -max_results - 1 : -1]
+    results = np.argsort(dot_product)[::-1]
     return [
         (
             df[k].iloc[i]["path"],
@@ -113,14 +113,8 @@ def main():
         unsafe_allow_html=True,
     )
     
-    st.markdown("# CLIP Image Search")
-    st.sidebar.info("""
-    **Enter your query and hit enter**
+    st.markdown("# 🔍 CLIP Image Search")
     
-    - Click image to find similar images
-    - Use ';'' to combine multiple queries
-    - Use 'EXCLUDING' to exclude a query
-                    """)
 
     if "query" in st.session_state:
         query = st.sidebar.text_input("Query", value=st.session_state["query"])
@@ -152,5 +146,13 @@ def main():
                     st.session_state["query"] = f"[{corpus}:{results[clicked][2]}]"
                     st.experimental_rerun()
 
+    st.sidebar.info("""
+    Enter your query and hit enter
+    
+    - Click image to find similar images
+    - Use ';'' to combine multiple queries
+    - Use 'EXCLUDING' to exclude a query
+                    """)
+    
 if __name__ == "__main__":
     main()