Update agents.py

agents.py

@@ -60,7 +60,8 @@ def create_research_crew(topic: str, questions: list):
             
             Use web search to find recent data and developments.
             Include specific numbers and statistics.""",
-            agent=researcher
+            agent=researcher,
+            expected_output="Detailed market research data with specific metrics and findings"
         ),
         Task(
             description=f"""Analyze the research data for {topic}:
@@ -72,7 +73,8 @@ def create_research_crew(topic: str, questions: list):
             
             Address user questions: {', '.join(questions)}
             Create visualizations for key metrics.""",
-            agent=analyst
+            agent=analyst,
+            expected_output="Comprehensive market analysis with trends and insights"
         ),
         Task(
             description=f"""Write comprehensive report for {topic}:
@@ -86,7 +88,8 @@ def create_research_crew(topic: str, questions: list):
             
             Ensure all user questions are answered: {', '.join(questions)}
             Include data visualizations and key metrics.""",
-            agent=writer
+            agent=writer,
+            expected_output="Complete market research report with analysis and recommendations"
         )
     ]