Update src/streamlit_app.py

src/streamlit_app.py

@@ -5,6 +5,7 @@ from together import Together
 import os
 import json
 from collections import defaultdict
+import re
 
 # =============================================================================
 # CONFIGURATION - Using Secrets Management
@@ -260,7 +261,10 @@ def get_similar_content(content, n_recommendations=5):
         }
         
         # Debug: Print the title we're searching for
-        st.write(f"🔍 Searching for similar content to: {content.get('title')}")
+        title = content.get('title', '')
+        # Remove year if it's in parentheses at the end
+        clean_title = re.sub(r'\s*\(\d{4}\)\s*$', '', title)
+        st.write(f"🔍 Searching for similar content to: {clean_title}")
         
         # URLs for both similarity tables
         similarity_table_urls = [
@@ -272,12 +276,14 @@ def get_similar_content(content, n_recommendations=5):
         
         # Check both tables for similarities
         for table_url in similarity_table_urls:
+            # Case-insensitive title match
             params = {
-                "where": f"(title,eq,\"{content['title']}\")"
+                "where": f"(title,like,\"{clean_title}\")"
             }
             
             # Debug: Print the request details
             st.write(f"📡 Querying table: {table_url.split('/')[-1]}")
+            st.write(f"🔍 Query params: {params}")
             
             response = requests.get(table_url, headers=headers, params=params)
             
@@ -309,7 +315,7 @@ def get_similar_content(content, n_recommendations=5):
             for item in similar_items:
                 # Query main content table for full details
                 content_params = {
-                    "where": f"(title,eq,\"{item['title']}\")"
+                    "where": f"(title,like,\"{item['title']}\")"
                 }
                 content_response = requests.get(NOCODB_URL, headers=headers, params=content_params)