update

app.py

@@ -22,6 +22,7 @@ from dataclasses import dataclass
 # smolagents imports
 from smolagents import (
     CodeAgent, 
+    ToolCallingAgent,
     DuckDuckGoSearchTool, 
     InferenceClientModel, 
     tool,
@@ -280,28 +281,34 @@ class PersonalProductivityAgent:
             create_meeting_summary
         ]
         
-        # Custom system prompt
-        custom_system_prompt = """You are an advanced Personal Productivity Assistant named Alfred. 
+        # Custom system prompt for ToolCallingAgent
+        custom_system_prompt = """You are Alfred, an advanced Personal Productivity Assistant.
 
-You help users manage their daily tasks, schedule, communications, and information needs.
+You help users manage their daily tasks, schedule, communications, and information needs by using the available tools effectively.
 
-Key capabilities:
+Available capabilities:
 - Task management (add, list, complete tasks)
-- Time and date calculations
-- Weather information
+- Time and date calculations  
+- Weather information lookup
 - Web search and research
 - Email composition (mock)
 - Meeting planning and templates
-- General calculations and code execution
+- General calculations
 
-Always be helpful, concise, and proactive in suggesting productivity improvements.
-When users ask for help, offer multiple options and explain your reasoning."""
+Always:
+- Be helpful, concise, and professional
+- Use the appropriate tools to fulfill requests
+- Provide clear, actionable responses
+- Suggest productivity improvements when relevant
+- Call tools when needed rather than making up information
 
-        # Initialize the CodeAgent with custom prompt
-        self.agent = CodeAgent(
+When users ask questions, analyze what tools you need and use them to provide accurate, helpful responses."""
+
+        # Initialize the ToolCallingAgent (more reliable than CodeAgent)
+        self.agent = ToolCallingAgent(
             tools=[self.search_tool] + self.custom_tools,
             model=self.model,
-            add_base_tools=True,  # Adds basic tools like Python execution
+            add_base_tools=True,  # Adds basic tools
             planning_interval=3   # Plan every 3 steps
         )
         
@@ -310,6 +317,7 @@ When users ask for help, offer multiple options and explain your reasoning."""
             self.agent.prompt_templates['system_prompt'] = custom_system_prompt
         
         print("✅ Personal Productivity Agent initialized successfully!")
+        print(f"🤖 Agent Type: ToolCallingAgent (more reliable)")
         print(f"🤖 Model: {self.model.model if hasattr(self.model, 'model') else 'Unknown'}")
         print(f"🔧 Tools available: {len(self.custom_tools) + 1} custom + base tools")