Update app.py

app.py

@@ -99,7 +99,7 @@ with col3:
     current_year = datetime.now().year
     default_start_year = current_year - 5
 
-    # 3) The max_value is now the actual max end_year from your collection
+    # 3) The max_value is now the actual max end_year from collection
     end_year_range = st.slider(
         "Project End Year",
         min_value=2010,
@@ -144,7 +144,7 @@ def filter_results(results, country_filter, region_filter, end_year_range):
     return filtered
 
 if button:
-    # 1) Use a bigger limit so we get more than 15 results
+    # 1) Adjust limit so we get more than 15 results
     results = hybrid_search(client, var, collection_name, limit=500)  # e.g., 100 or 200
 
     # results is a tuple: (semantic_results, lexical_results)
@@ -159,7 +159,7 @@ if button:
         r for r in lexical_all if len(r.payload["page_content"]) >= 70
     ]
     
-    # 2) Apply a threshold to SEMANTIC results (score >= 0.3)
+    # 2) Apply a threshold to SEMANTIC results (score >= 0.4)
     semantic_thresholded = [r for r in semantic_all if r.score >= 0.4]
     
     # 2) Filter the entire sets
@@ -170,7 +170,7 @@ if button:
     filtered_lexical_no_dupe = remove_duplicates(filtered_lexical)
 
 
-    # 3) Now we take the top 15 *after* filtering
+    # 3) Retrieve top 15 *after* filtering
     # Check user preference
     if show_exact_matches:
         # 1) Display heading