Update app.py

app.py

@@ -203,7 +203,7 @@ def create_research_crew(topic: str):
         )
 
         research_task = Task(
-            description=f"""
+            description="""
             Conduct exhaustive market research on {topic} with:
 
             1. Comprehensive Market Overview:
@@ -249,9 +249,8 @@ def create_research_crew(topic: str):
             agent=researcher,
             expected_output="Exhaustive research data with comprehensive analysis and verified sources"
         )
-
-        analysis_task = Task(
-            description=f"""
+      analysis_task = Task(
+            description="""
             Perform comprehensive analysis of the research findings:
 
             1. Strategic Market Analysis:
@@ -308,7 +307,7 @@ def create_research_crew(topic: str):
         )
 
         report_task = Task(
-            description=f"""
+            description="""
             Create an extensive professional report including:
 
             1. Executive Summary (3-4 pages):
@@ -362,40 +361,40 @@ def create_research_crew(topic: str):
                 - Sources and citations
 
             Format as JSON:
-            {{
-                "exec_summary": {{
+            {
+                "exec_summary": {
                     "summary": "comprehensive executive overview",
                     "market_size": "detailed market size analysis",
                     "growth_rate": "detailed growth projections",
                     "key_players": "detailed competitive analysis",
                     "critical_insights": "key strategic insights",
                     "recommendations": "strategic recommendations"
-                }},
-                "detailed_report": {{
+                },
+                "detailed_report": {
                     "market_overview": "comprehensive market analysis",
                     "competitive_landscape": "detailed competitive analysis",
                     "market_dynamics": "in-depth market dynamics",
                     "future_outlook": "detailed projections and scenarios",
                     "strategic_implications": "strategic analysis and recommendations"
-                }},
+                },
                 "sources": ["source1", "source2"],
-                "metrics": {{
+                "metrics": {
                     "market_size_data": [],
                     "growth_rates": [],
-                    "market_shares": {{}},
+                    "market_shares": {},
                     "regional_distribution": [],
                     "segment_analysis": [],
                     "competitor_metrics": {},
                     "trend_indicators": []
-                }},
-                "visualizations": {{
+                },
+                "visualizations": {
                     "market_growth": "time series data",
                     "competitive_landscape": "positioning data",
                     "regional_analysis": "geographical data",
                     "segment_breakdown": "segmentation data",
                     "trend_analysis": "trend indicators"
-                }}
-            }}
+                }
+            }
             """,
             agent=writer,
             expected_output="Comprehensive JSON containing detailed executive summary and full report",