Refactored

app.py

@@ -348,6 +348,9 @@ class SpecialistAgent:
         # Get country-specific knowledge using RAG
         knowledge = self.knowledge_base.retrieve(query, country)
 
+        # Join the knowledge items with newlines
+        knowledge_text = "\n".join('- ' + item for item in knowledge)
+
         # Prepare a detailed prompt with the knowledge and query
         prompt = f"""
         As a specialist {self.name} for international students, provide detailed, specific financial advice for a student from {country}.
@@ -356,7 +359,7 @@ class SpecialistAgent:
         {query}
 
         RELEVANT KNOWLEDGE FROM RAG:
-        {"\n".join('- ' + item for item in knowledge)}
+        {knowledge_text}
 
         Provide extremely detailed, actionable advice addressing the query with these requirements:
         1. Include specific bank/service/product names with exact fees or rates where applicable
@@ -508,13 +511,16 @@ class CoordinatorAgent:
         voting_results = {option: 0 for option in options}
         specialist_votes = {}
 
+        # Create options text separately
+        options_text = "\n".join([f"{i+1}. {option}" for i, option in enumerate(options)])
+
         voting_prompt = f"""
         As a financial advisor for international students from {country}, which of the following options would you recommend?
 
         QUESTION: {question}
 
         OPTIONS:
-        {"\n".join([f"{i+1}. {option}" for i, option in enumerate(options)])}
+        {options_text}
 
         Analyze the options carefully, then respond with ONLY the number of your recommendation (e.g., "1" or "2").
         """
@@ -680,6 +686,9 @@ class CoordinatorAgent:
         # 4. Synthesize the collected advice and plans into a coherent response
         log_workflow("Synthesizing comprehensive response")
 
+        # Create the specialist advice text separately
+        specialist_advice_text = "\n".join([f"--- {domain.upper()} SPECIALIST ---\n{advice[:1000]}\n" for domain, advice in specialist_advice.items()])
+
         synthesis_prompt = f"""
         As the coordinator for an International Student Finance Portal, synthesize specialist advice and financial plans into a comprehensive response.
 
@@ -694,7 +703,7 @@ class CoordinatorAgent:
         {query}
 
         SPECIALIST ADVICE:
-        {"\n".join([f"--- {domain.upper()} SPECIALIST ---\n{advice[:1000]}\n" for domain, advice in specialist_advice.items()])}
+        {specialist_advice_text}
 
         FINANCIAL APPROACHES:
         --- CONSERVATIVE APPROACH ---
@@ -995,4 +1004,4 @@ if __name__ == "__main__":
     print("Starting International Student Finance Portal with Visible Workflow...")
     print("This implementation tests all components and shows the workflow in real-time.")
     interface = create_interface()
-    interface.launch()
+    interface.launch()