[ISSUE] State messages should return a full log of code and attempt t…

…o answer question #26

ai_data_science_team/multiagents/sql_data_analyst.py

@@ -298,11 +298,22 @@ def get_workflow_summary(self, markdown=False):
             If True, returns the summary as a Markdown-formatted string.
         """
         if self.response and self.get_response()['messages']:
+
+            agents = [self.get_response()['messages'][i].role for i in range(len(self.get_response()['messages']))]
+
+            agent_labels = []
+            for i in range(len(agents)):
+                agent_labels.append(f"- **Agent {i+1}:** {agents[i]}")
+
+            # Construct header
+            header = f"# SQL Data Analyst Workflow Summary Report\n\nThis agentic workflow contains {len(agents)} agents:\n\n" + "\n".join(agent_labels)
+
             reports = []
             for msg in self.get_response()['messages']:
                 reports.append(get_generic_summary(json.loads(msg.content)))
+
             if markdown:
-                return Markdown("\n\n".join(reports))
+                return Markdown(header + "\n\n".join(reports))
             return "\n\n".join(reports)