Update crew.py

crew.py

@@ -9,14 +9,13 @@ from crewai import Agent, Crew, Process, Task
 from crewai.tools import tool
 from google import genai
 from google.genai import types
-from openai import OpenAI
 from openinference.instrumentation.crewai import CrewAIInstrumentor
 from phoenix.otel import register
 from util import read_file, get_final_answer
 
 ## LLMs
 
-MANAGER_MODEL           = "gpt-4.1-mini"
+MANAGER_MODEL           = "gpt-4.5-preview"
 AGENT_MODEL             = "gpt-4.1-mini"
 
 FINAL_ANSWER_MODEL      = "gemini-2.5-pro-preview-03-25"
@@ -252,7 +251,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=2,
         tools=[web_search_tool],
-        verbose=False
+        verbose=True
     )
 
     image_analysis_agent = Agent(
@@ -263,7 +262,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=2,
         tools=[image_analysis_tool],
-        verbose=False
+        verbose=True
     )
 
     audio_analysis_agent = Agent(
@@ -274,7 +273,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=2,
         tools=[audio_analysis_tool],
-        verbose=False
+        verbose=True
     )
 
     video_analysis_agent = Agent(
@@ -285,7 +284,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=2,
         tools=[video_analysis_tool],
-        verbose=False
+        verbose=True
     )
     
     youtube_analysis_agent = Agent(
@@ -296,7 +295,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=2,
         tools=[youtube_analysis_tool],
-        verbose=False
+        verbose=True
     )
 
     code_generation_agent = Agent(
@@ -307,7 +306,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=3,
         tools=[code_generation_tool],
-        verbose=False
+        verbose=True
     )
     
     code_execution_agent = Agent(
@@ -318,7 +317,7 @@ def run_crew(question, file_path):
         llm=AGENT_MODEL,
         max_iter=3,
         tools=[code_execution_tool],
-        verbose=False
+        verbose=True
     )
 
     manager_agent = Agent(
@@ -328,7 +327,7 @@ def run_crew(question, file_path):
         allow_delegation=True,
         llm=MANAGER_MODEL,
         max_iter=5,
-        verbose=False
+        verbose=True
     )
 
     # Task