diff --git a/src-py/renatoxsr/scripts/avaliar_dataset.py b/src-py/renatoxsr/scripts/avaliar_dataset.py
index 944db89..f53e6a4 100644
--- a/src-py/renatoxsr/scripts/avaliar_dataset.py
+++ b/src-py/renatoxsr/scripts/avaliar_dataset.py
@@ -71,7 +71,7 @@ def get_llm_response(prompt_full: str) -> str:
         return None
 
 
-def run_evaluation_cycle():
+def main():
     """
     Processa o arquivo e executa a análise para cada documento.
     """
@@ -151,5 +151,6 @@ def run_evaluation_cycle():
     print("Examine este arquivo para identificar padrões de erro ou sucesso.")
     print("=======================================================================")
 
-# Executar o ciclo completo
-run_evaluation_cycle()
\ No newline at end of file
+
+if __name__ == "__main__":
+    main()