Update app.py

Adjust results formatting

app.py

@@ -46,18 +46,16 @@ def get_unique_countries(_client, collection_name):
 unique_countries = get_unique_countries(client, collection_name)
 
 # Layout filters in columns
-col1, col2 = st.columns([1, 1])
+col1, col2, col3 = st.columns([1, 1, 4])
 
 with col1:
-    country_filter = st.selectbox("Filter by Country Code", ["All"] + unique_countries)
+    country_filter = st.selectbox("Country Code", ["All"] + unique_countries)
 with col2:
-    end_year_range = st.slider("Filter by Project End Year", min_value=2010, max_value=2030, value=(2010, 2030))
-
+    end_year_range = st.slider("Project End Year", min_value=2010, max_value=2030, value=(2010, 2030))
 
 # Checkbox to control whether to show only exact matches
 show_exact_matches = st.checkbox("Show only exact matches", value=False)
 
-
 button=st.button("search")
 #found_docs = vectorstore.similarity_search(var)
 #print(found_docs)
@@ -89,23 +87,22 @@ if button:
         st.write(f"Showing **Top 10 Lexical Search results** for query: {var}")
         lexical_results = results[1]  # Lexical results are in index 1
         filtered_lexical_results = filter_results(lexical_results, country_filter, end_year_range)
-        for i, res in enumerate(filtered_lexical_results[:10]):
-            st.markdown(f"#### Result {i+1}")
-            st.write(res.payload['page_content'])
-            url = res.payload['metadata'].get('url', '#')
+        for res in filtered_lexical_results[:10]:
             project_name = res.payload['metadata'].get('project_name', 'Project Link')
+            url = res.payload['metadata'].get('url', '#')
+            st.markdown(f"#### [{project_name}]({url})")
+            st.write(res.payload['page_content'])
             st.caption(f"**Source:** [{project_name}]({url})")
             st.divider()
     else:
         st.write(f"Showing **Top 10 Semantic Search results** for query: {var}")
         semantic_results = results[0]  # Semantic results are in index 0
         filtered_semantic_results = filter_results(semantic_results, country_filter, end_year_range)
-        for i, res in enumerate(filtered_semantic_results[:10]):
-            st.markdown(f"#### Result {i+1}")
-            st.write(res.payload['page_content'])
-            url = res.payload['metadata'].get('url', '#')
+        for res in filtered_semantic_results[:10]:
             project_name = res.payload['metadata'].get('project_name', 'Project Link')
-            st.caption(f"**Source:** [{project_name}]({url})")
+            url = res.payload['metadata'].get('url', '#')
+            st.markdown(f"#### [{project_name}]({url})")
+            st.write(res.payload['page_content'])
             st.divider()