Update crew.py

crew.py

@@ -42,6 +42,10 @@ CrewAIInstrumentor().instrument(tracer_provider=tracer_provider)
 def run_crew(question, file_path):
     # Tools
 
+    web_search_tool = SerperDevTool()
+    web_rag_tool = WebsiteSearchTool()
+    code_execution_tool = CodeInterpreterTool()
+    
     @tool("Image Analysis Tool")
     def image_analysis_tool(question: str, file_path: str) -> str:
         """Answer a question about an image file.
@@ -177,10 +181,6 @@ def run_crew(question, file_path):
         except Exception as e:
             raise RuntimeError(f"Processing failed: {str(e)}")
     
-    web_search_tool = SerperDevTool()
-    web_rag_tool = WebsiteSearchTool()
-    python_coding_tool = CodeInterpreterTool()
-
     # Agents
 
     web_search_agent = Agent(
@@ -249,14 +249,14 @@ def run_crew(question, file_path):
         verbose=False
     )
     
-    python_coding_agent = Agent(
-        role="Python Coding Agent",
+    code_execution_agent = Agent(
+        role="Code Execution Agent",
         goal="Write and/or execute Python code to help answer question \"{question}\"",
-        backstory="As an expert Python coding assistant, you write and/or execute Python code to help answer the question.",
+        backstory="As an expert code execution assistant, you write and/or execute Python code to help answer the question.",
         allow_delegation=False,
         llm=AGENT_MODEL,
-        max_iter=5,
-        tools=[python_coding_tool],
+        max_iter=3,
+        tools=[code_execution_tool],
         verbose=False
     )
 
@@ -268,7 +268,7 @@ def run_crew(question, file_path):
         backstory="As an expert manager assistant, you answer the question.",
         allow_delegation=True,
         llm=MANAGER_MODEL,
-        max_iter=10,
+        max_iter=5,
         verbose=True
     )
 
@@ -289,7 +289,7 @@ def run_crew(question, file_path):
                 video_analysis_agent, 
                 youtube_analysis_agent, 
                 document_analysis_agent, 
-                python_coding_agent],
+                code_execution_agent],
         manager_agent=manager_agent,
         tasks=[manager_task],
         verbose=True