Final 7.6.3

src/agents/synthesizer.py

@@ -97,7 +97,7 @@ class SynthesizerAgent:
         analysis_parts = []
         
         # Add successful results first
-        successful_results = [r for r in state.agent_results.values() if r.success]
+        successful_results = [r for r in state.agent_results if r.success]
         if successful_results:
             analysis_parts.append("=== SUCCESSFUL AGENT RESULTS ===")
             for result in successful_results:
@@ -108,7 +108,7 @@ Reasoning: {result.reasoning}
 """)
         
         # Add failed results with useful information
-        failed_results = [r for r in state.agent_results.values() if not r.success]
+        failed_results = [r for r in state.agent_results if not r.success]
         if failed_results:
             analysis_parts.append("\n=== ADDITIONAL CONTEXT ===")
             for result in failed_results:
@@ -197,7 +197,7 @@ Think carefully but respond with ONLY the answer:"""
         """Simple synthesis for single agent results or fallback"""
         
         # Find the best available result
-        successful_results = [r for r in state.agent_results.values() if r.success]
+        successful_results = [r for r in state.agent_results if r.success]
         
         if successful_results:
             best_result = max(successful_results, key=lambda r: r.confidence)
@@ -207,7 +207,7 @@ Think carefully but respond with ONLY the answer:"""
             }
         else:
             # Try to extract useful info from failures
-            all_results = list(state.agent_results.values())
+            all_results = list(state.agent_results)
             if all_results:
                 fallback_result = all_results[0]  # Use first available result
                 return {

src/app.py

@@ -341,12 +341,12 @@ class GAIAAgentApp:
         details.append(f"💰 **Cost**: ${state.total_cost:.4f}")
         
         # Agents used
-        agents_used = [result.agent_role.value for result in state.agent_results.values()]
+        agents_used = [result.agent_role.value for result in state.agent_results]
         details.append(f"🤖 **Agents Used**: {', '.join(agents_used) if agents_used else 'None'}")
         
         # Tools used
         tools_used = []
-        for result in state.agent_results.values():
+        for result in state.agent_results:
             tools_used.extend(result.tools_used)
         unique_tools = list(set(tools_used))
         details.append(f"🔧 **Tools Used**: {', '.join(unique_tools) if unique_tools else 'None'}")
@@ -387,8 +387,8 @@ class GAIAAgentApp:
         
         # Agent results
         reasoning.append("## 🤖 Agent Processing")
-        for i, (agent_role, result) in enumerate(state.agent_results.items(), 1):
-            reasoning.append(f"### Agent {i}: {agent_role.value}")
+        for i, result in enumerate(state.agent_results, 1):
+            reasoning.append(f"### Agent {i}: {result.agent_role.value}")
             reasoning.append(f"**Success**: {'✅' if result.success else '❌'}")
             reasoning.append(f"**Confidence**: {result.confidence:.2f}")
             reasoning.append(f"**Tools Used**: {', '.join(result.tools_used) if result.tools_used else 'None'}")

src/workflow/gaia_workflow.py

@@ -148,7 +148,7 @@ class GAIAWorkflow:
         
         # Check if we need to run additional agents
         selected_agents = state.selected_agents
-        executed_agents = set(state.agent_results.keys())
+        executed_agents = set(result.agent_role for result in state.agent_results)
         
         # Find agents that haven't been executed yet
         remaining_agents = [