Update app.py

app.py

@@ -579,10 +579,10 @@ def run_detailed_comparison():
                         
                         # Direct Relevance - Based on Keywords
                         if any(kw in content.lower() for kw in query.lower().split()):
-                            metrics["Direct Relevance"] += 1  # Fixed key name
+                            metrics["Direct Relevance"] += 1
                         
                         # Semantic richness - based on text length
-                        metrics["Semantic Richness"] += min(1, len(content.split()) / 50)  # Fixed key name
+                        metrics["Semantic Richness"] += min(1, len(content.split()) / 50)
                         
                         # Structural information - from ontology
                         if hasattr(doc, "metadata") and doc.metadata.get("source") in ["ontology", "ontology_context"]:
@@ -590,7 +590,7 @@ def run_detailed_comparison():
                         
                         # Relationship information - from path
                         if hasattr(doc, "metadata") and doc.metadata.get("source") == "semantic_path":
-                            metrics["Relationship Information"] += 1  # Fixed key name
+                            metrics["Relationship Information"] += 1
                     
                     # Standardization
                     for key in metrics:
@@ -613,7 +613,7 @@ def run_detailed_comparison():
                 fig = px.line_polar(
                     metrics_df, 
                     r=["Traditional RAG", "Ontology-Enhanced RAG"], 
-                    theta="metrics",  # Fixed column name
+                    theta="metrics",
                     line_close=True,
                     range_r=[0, 10],
                     title="Context Quality Comparison"
@@ -706,5 +706,4 @@ def run_detailed_comparison():
                 """)
 
 if __name__ == "__main__":
-    main()
-                                                
+    main()