Update kig_core/graph_operations.py

kig_core/graph_operations.py

@@ -28,7 +28,6 @@ def extract_cypher(text: str) -> str:
 
 def format_doc_for_llm(doc: Dict[str, Any]) -> str:
     """Formats a document dictionary into a string for LLM context."""
-    print(f"Format doc for llm, DOC : {doc}")
     return "\n".join(f"**{key}**: {value}" for key, value in doc.items() if value)
 
 def format_summary_for_llm(doc: Dict[str, Any]) -> str:
@@ -40,6 +39,7 @@ def format_summary_for_llm(doc: Dict[str, Any]) -> str:
         if key == "n.summary" and value != None:
             data += f"Document summarized : {value}"
     return data
+    
 # --- Cypher Generation ---
 def generate_cypher_auto(question: str) -> str:
     """Generates Cypher using the 'auto' method."""