Update app.py

app.py

@@ -194,7 +194,7 @@ def search_solutions_for_pairs(problem_description, top_pairs):
 
         # Construct query for the API - include both tech names and "patent" / "research"
         # Keep problem description concise
-        query = f'"{problem_description[:80]}" using "{tech_a_name}" AND "{tech_b_name}" patent OR research paper'
+        query = f'{problem_description} using {tech_a_name} AND {tech_b_name} patent OR research paper'
 
         params = {
             'query': query,
@@ -224,7 +224,7 @@ def search_solutions_for_pairs(problem_description, top_pairs):
             results[pair_key] = {
                 "score": pair_score, # Store pair score for context
                 "links": [
-                    {'title': r.get('title', 'N/A'), 'link': r.get('link', '#')}
+                    {'title': r.get('title', 'N/A'), 'link': r.get('url', '#')}
                     for r in search_results if isinstance(r, dict)
                  ]
             }