Update search_utils.py

search_utils.py

@@ -278,17 +278,6 @@ class MetadataManager:
                     return data["data"][0].get("url", "")
         return ""
     
-    def _format_source_links(self, links):
-        """Generate an HTML snippet for the available source links."""
-        html_parts = []
-        if "arxiv" in links:
-            html_parts.append(f"<a class='source-link' href='{links['arxiv']}' target='_blank' rel='noopener noreferrer'> 📜 arXiv</a>")
-        if "semantic" in links:
-            html_parts.append(f"<a class='source-link' href='{links['semantic']}' target='_blank' rel='noopener noreferrer'> 🌐 Semantic Scholar</a>")
-        if "google" in links:
-            html_parts.append(f"<a class='source-link' href='{links['google']}' target='_blank' rel='noopener noreferrer'> 🔍 Google Scholar</a>")
-        return " | ".join(html_parts)
-
 
 class SemanticSearch:
     def __init__(self):
@@ -441,7 +430,7 @@ class SemanticSearch:
                                   f"max={results['similarity'].max():.3f}, " +
                                   f"mean={results['similarity'].mean():.3f}")
             results['source'] = results['title'].apply(
-                lambda title: self._format_source_links(self.metadata_mgr._resolve_paper_url(title))
+                lambda title: self._format_source_links(self.metadata_mgr.resolve_url(title))
             )
             pre_dedup = len(results)
             results = results.drop_duplicates(subset=["title", "source"]).sort_values("similarity", ascending=False).head(top_k)