Enhanced knowledge graph

app.py

@@ -44,7 +44,7 @@ def generate_knowledge_graph_viz(text, nlp, tokenizer, model):
 
     # Randomly select subset of edges (e.g. 60% of edges)
     edges = list(kg_builder.knowledge_graph.edges())
-    selected_edges = random.sample(edges, k=int(len(edges) * 0.3))
+    selected_edges = random.sample(edges, k=int(len(edges) * 0.1))
     
     # Create a new graph with selected edges
     selected_graph = nx.DiGraph()