Update app.py

app.py

@@ -1,35 +1,42 @@
 import os
-from smolagents import CodeAgent, DuckDuckGoSearchTool, GradioUI, InferenceClientModel
+import gradio as gr
+from smolagents import CodeAgent, DuckDuckGoSearchTool, GradioUI, InferenceClientModel, ManagedAgent
 
-# 1. INITIALIZE THE BRAIN
-# InferenceClientModel is the 2026 standard for HF API access.
+# 1. THE BRAIN
 model = InferenceClientModel(
     model_id="deepseek-ai/DeepSeek-R1",
     token=os.getenv("HF_TOKEN")
 )
 
 # 2. THE RESEARCHER (Specialist)
-researcher = CodeAgent(
+# We wrap this in a ManagedAgent so the Boss knows HOW to use it.
+search_agent = CodeAgent(
     tools=[DuckDuckGoSearchTool()],
     model=model,
-    name="research_specialist",
-    description="Expert at web search and data retrieval."
+    name="researcher",
+    description="A specialist that searches the web and retrieves technical data."
+)
+
+managed_researcher = ManagedAgent(
+    agent=search_agent,
+    name="researcher",
+    description="Use this agent for any task that requires searching the web or finding current information."
 )
 
 # 3. THE BOSS (Manager)
-# We use 'instructions' to pass your PhD-level logic.
-# We use 'managed_agents' to give the Boss control over the Specialist.
+# We use the standard constructor and pass the managed agent.
 manager = CodeAgent(
     tools=[], 
     model=model,
-    managed_agents=[researcher],
-    add_base_tools=True,
-    instructions="""You are the BOSS OPERATOR (Elite PhD Level). 
-    1. Delegate sub-tasks to 'research_specialist' for any web-based data.
-    2. Use your internal Python tools for calculation, logic, and data processing.
-    3. Use LaTeX for all mathematical formulas ($E=mc^2$).
-    4. Provide clear, data-backed conclusions in Markdown tables."""
+    managed_agents=[managed_researcher],
+    add_base_tools=True
 )
 
+# Set the Boss's "Mission" (Instructions)
+manager.system_prompt = """You are the BOSS OPERATOR. 
+1. For web data, delegate to the 'researcher'.
+2. Use Python for math ($E=mc^2$) and data analysis.
+3. Provide final answers in professional Markdown."""
+
 if __name__ == "__main__":
     GradioUI(manager).launch()